{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Dfsu - spectral data\n", "\n", "MIKE 21 SW can output full spectral information in points, along lines or in an area. In all these cases data are stored in dfsu files with additional axes: frequency and directions. \n", "\n", "This notebook explores reading __full__ spectral dfsu files from MIKE 21 SW as \n", "\n", "* point\n", "* line\n", "* area\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import mikeio" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Read dfsu point spectrum" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "name: Point 1: Energy density\n", "dims: (time:31, direction:16, frequency:25)\n", "time: 2017-10-27 00:00:00 - 2017-10-27 05:00:00 (31 records)\n", "geometry: Point Spectrum Geometry(frequency:25, direction:16)" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fn = \"../tests/testdata/pt_spectra.dfsu\"\n", "da = mikeio.read(fn)[0]\n", "da" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAc4AAAGUCAYAAAC888IhAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/MnkTPAAAACXBIWXMAAAsTAAALEwEAmpwYAADn7UlEQVR4nOydeXxbZ5X3v0eSd1veLe9b7NhO4sTZ97SlZVqgUMoA07KUUobSFzosAwzbO0DfYSkFBpgpTCkDTDvDOjBAW0qZUkibZnfSOInjON73fV8lW3rePyS5iuNFth/ZTnK/n8/9xLq699xHiqTfPec5zzmilMLAwMDAwMDAP0wrPQADAwMDA4OrCUM4DQwMDAwMFoAhnAYGBgYGBgvAEE4DAwMDA4MFYAingYGBgYHBAjCE08DAwMDAYAEYwmlgYGBwnSMit4lIpYhUi8inZ3heRORfPM+fFZEtnv2hInJCRMpEpFxEHvI55+sictFz/G9EJMbnuc94bFWKyK0++w969p3xbEkBfumLwhBOAwMDg+sYETED3wVeB6wD7haRddMOex2Q79nuB/7Ns98OvEYptQkoAW4TkV2e554HNiilNgKXgM94rrcOuAtYD9wGfM8zBi/vVEqVeLZOrS9WE4ZwGhgYGFzf7ACqlVK1SikH8HPgjmnH3AE8qdwcA2JEJMXzeNhzTJBnUwBKqf9VSk16njsGpPvY+rlSyq6UqgOqPWO4arCs9AAMDAwMDC4n3xSkRtFT1a1VOcuBcZ9djyulHvd5nAY0+TxuBnZOMzPTMWlAm8dbPAXkAd9VSh2fYRj3Ab/wsXVsBltefiwiTuDXwJfUKixvZ3ic1zAiEiIiPxSRBhEZEpFXROR104652TMPMSoifxGRLJ/nbvLsGxCR+mnnZYrI8LRNicjH5xjPP4nIORGZFJEvzvD8OzxjHRGR34pI3By23iAiL4tIv4i0i8gPRCTK5/nyaWObFJGn57A31/sgIvI1EenxbI+IiMxhK9tjY9Rj85YlvM4QEfmRiAx6XuffT3u+REROea51SkRKZrNlcPUwiuKBYKuWDRhXSm3z2R6fdrmZPsvTxWrWY5RSTqVUCW6PcoeIbLjsRJHPAZPAT/y43juVUsXAfs/27hnfoBXGEM5rGwvuu8QbgGjgH4Ffikg2gIgkAP/j2R8HlPLqXSHACPAj4JPTDSulGpVSkd4NKAZcuO8SZ6Ma+Afg99OfEJH1wPdxf1FswCjwvTlsRQNfAlKBItxf2q/7jG+9z9iigEbgv2cy5Mf7cD/wZmATsBG4HfjAHGP7GfAKEA98DviViCQu8nV+Efe8UhZwE/APInKbx1Yw8Dvgv4BY4Angd579Bgb+0gxk+DxOB1oXeoxSqh84iHveEgAReQ/u78s7fTzHWW0ppVo8/w4BP2WVhnAN4byGUUqNKKW+qJSqV0q5lFLPAHXAVs8hbwHKlVL/rZQax/0jvUlECj3nn1BK/SdQ68fl7gFeUkrVzzGeJ5RSfwCGZnj6ncDTSqmXPHMm/wi8xdeLnGbrp0qp55RSo0qpPuAHwN5ZLn0ASGJ2UZ/zfQDeA3xTKdXs+WJ/E7h3JkMishbYAnxBKTWmlPo1cA7468W8Ttzv6z8ppfqUUhWe1+m99o24b46+7Zkv+hfcd/OvmcWWgcFMnATyRSTHc9N1F/DUtGOeAu7xRF92AQNKqTYRSfRmy4pIGHALcNHz+DbgU8CblFKj02zd5Ymm5OC+MTwhIhbPTSwiEoRbcM8H6DUvCUM4ryNExAasBco9u9YDZd7nlVIjQI1n/0K5B7fHs1imj6UGcOAerz8c4NXXNZ33AL/yvD5/rj39fbjsec/fU++RiDwjr6bwrwdqPXfMMx0/5+sUkU+LyDOev2Nxe9SzXXs9cHbaHNBZFvf/Z3Cd4kngeRD4I1AB/FIpVS4iD4jIA57DnsV9A12N++btg579KcBfROQsbgF+3nODDvAo7mjP8+JeWvKY53rlwC+BC8BzwIeUUk4gBPijx9YZoMVzrVWHkRx0neC5g/sJ8IRS6qJndyTQNe3QAdwf9oXY3o877PirJQwx0nPtBY9FRF6LWxynJzQgIuHAW4E3zXPtud6H6WMbACJFRDxZhbf78TrS5nk+CkAp9fA0W3DltWcb1/TnDQz8Qin1LG5x9N33mM/fCvjQDOedBTbPYjNvjut9GfjytH0jvBoNW9UYHud1gIiYgP/E7dk86PPUMGCddriVmUOpc/Ee4Nc+aenTk3P2+2Fj1rGIyH4fW5d5lZ6w0U+BtyqlLs1g9y1AL/DiYq49y/NWYHiWbL+F2pr+/HRb3ueXasvAwEAThnBe43iyP3+I2yP8a6XUhM/T5bgTXrzHRgBrmD3kOZP9MOBtTAvT+ibnKKUO+WFq+lhycYduLimlDvnY8g2RbsY9X3KfUuqFWey+B8/6swVce/r7cNnznr9ne4/Kgdxpc5a+x8/6Oqcb8szdts1x7XJg47QM341zjM3AwEADhnBe+/wb7qzTNyqlxqY99xtgg4j8tYiEAp/HPWfmndw3efYHuR9K6AwZm3cC/cBf5huIiAR57JkAi8eet2LIT4A3erzLCOD/Af8zba7Q19YG3PMjf6eUmnGZiYik485EnW/udc73AXgS+HsRSRORVODjwH/MZMjj9Z4BvuB5fXfiFjNvYtKCXqfn2v9XRGI9yUrv97n2QcAJfNiTaOGNJvx5ntdrYGCwBAzhvIYR91rED+AuhdXuE+58J4BSqgt3tueXgT7cc4R3+Zg4AIzhnvvI9Pz9v9Mu449H5+UHHht3416mMYZnnZYnYeAB3MLSiXue7oMzmwHc4pUI/HC2MK7H9lFPAs6s+PE+fB94Gnd27Hncy2m+731SRP4gIp/1Of4uYJvH1sO4w8hd/rxOEfmsiPzBx9YXcCcqNeAON39dKfWcx5YD9zKZe3DfvNwHvNmz38DAIEDIKizKYGBgYHBdk2ayKE/xgiXzeXvfKaXUNi3GDADD4zQwMDAwMFgQhnAaGBgYGBgsAEM4DQwMDAwMFoAhnAYGBgYGBgvAEE4DAwMDA4MFYAinwTWFuFubfdPn8SdkhhZmBgYGBovFEE6Daw077m4jCSs9EAMDg2sTQzgNrjUmgceBj630QAwMDK5NDOE0uBb5LvBOEYle6YEYGBhcexjCaXDNoZQaxF3j9cMrPRYDA4NrD0M4Da5Vvg28D4hY4XEYGBhcYxjCaXBNopTqxd1l/n0rPRYDA4NrC0M4Da5lvgkY2bUGBgZasaz0AAwMdKKUivT5uwMIX8HhGBgYXIMYHqeBgYGBgcECMITTwMDAwMBgARjCaWBgYGBgsAAM4TQwMDAwMFgAhnAaGBgYGBgsAEM4DQwMDAwMFoAhnAYGBgYGBgvAEE4DAwMDA4MFYBRAMLjqEZEgIBIw474ZNAOJQCfg8mwOYEQp5VypcRoYGFwbGMJpsGoQEQFigRTvFhMTkxMREbHGZDJlulyuWKfTGamUCjGbzWI2m80mk8mUn58vERERymKxKLPZjMvlMp08eTJx165dHS6XC5fLhcPhkJGREcnKylIul8vpcrlcTqfTaTKZxkwm04jJZOpyOp31fX191WNjY01Am3dTSg2v4NtiYGCwyjCE02BZ8YijDVhrsVgKkpKStpvN5g0TExMZmZmZIXFxcSo9PV2ysrKCsrKywjMyMoJTUlJISUkhLi6OiIgIlFLY7XacTiculwulFEqpqb9dLhfnzp1j48aNNpPJhIggIvj+HRQURHBwME6nk+HhYbq7u2lra6OtrY3Gxsax+vr6scbGxsmWlhbJyMhQk5OTI8HBwbXj4+NnOjs7TwOXgCql1MDKvqMGBgbLjSGcBgFDRIKBDUFBQdttNtstk5OTmzMyMqJSU1PZsGFD0KZNm6IKCwsta9euJSUlhYmJCex2O+Pj45dtdrud1tZWWltbMZlMhISEEBoaitlsvkIQvZvL5WJsbGxKVKcL6+TkJOPj4zgcDpRSiAhWq5XExER27NgRFhoaGhYaGjp1LYD6+vqcS5cu3XzhwgV7WVnZUHl5uUpPT3cqpbqVUsfa2tr+DJwCqpVSrpV87w0MDAKHKKVWegwG1wAiYgLWhYSE7E9MTLxlcnJyc3h4eGRJSYnccMMN0du3bw/auHEjAAMDA/T39zMwMIDdbgfAZDIRGhqKr1j5bsHBwbidVf84ePAgN954o9/Hu1yuK0Tb97Hdbp8S2LCwMGJiYoiJiSE6OpqhoSFOnz7N8ePHx1988cWhyspK5XK5uoFjbW1tf1JKvayUalrA22lwnZNmsqgHgq1abH3e3ndKKbVNizEDwBBOg0XiFcqIiIjXxsbGvtnpdBaWlJTI6173utjt27dbNm7ciFKK/v7+y0QyPDx8SnCio6MJDQ1dkCD6y0KF01+UUoyMjEy9pv7+fhwOBxEREURHR08J6sjICKdPn+bo0aPjzz777GB9ff2kxWI50dbW9j9Op/MvSqlm7YMzuGYwhHN1Ywingd+ISEZ4ePib4+Li3uoVyje+8Y2xN910kyU9PX1KSLxi4hVJr1B6Q57LQaCEcya8YjrX64+IiKC8vJw//elPY08//fRQfX39ZFBQ0Im2trZfOJ3OP+iYKxWRHwG3A51KqQ2efSXAY0AoMAl8UCl1YqnXMggsyy2cInIb8B3cGen/rpR6eNrz4nn+9cAocK9S6rSIZABPAsm4s9cfV0p9x3NOCXN89kQkE7gAfFEp9Q3Pvr8BPucZx++VUv+wxJcfEAzhNJgVj1e5JSEh4S6LxXJnRkZG1Dvf+c7o2267LTgjI4OOjg7a29sZHx+/TCRiYmIICQlZ0bEvp3DOhFKK0dHRKSH1iqnVaiU5OZnY2FjOnj3L008/PfKrX/1qdHh4uGVoaOgnQ0NDv1ZK1S3mmiJyABgGnvQRzv8FvqWU+oOIvB74B6XUjdpeqEFAWE7hFBEz7mS31wLNwEngbqXUBZ9jXg/8HW7h3Al8Rym1U0RSgBSPiEbhnuN/s1LqwnyfPRH5NW6xPa6U+oaIxAOvAFuVUl0i8gTuz/ILWt4IjRjJQQaX4UnouSUtLe3e5OTkAzt37jS/4x3viL/11ltFKUV7ezvt7e309PSQnJzMpk2bCA83ekVPR0SIiIggIiKCtLQ0wC2mAwMDtLe3U1NTg8Vi4X3ve1/E5z73uYje3t7Ep556av1//dd//UNKSsqoy+X6XWdn50+Ak8rPu1ul1Esikj19N+D9BY4GWjW9RINrhx24E9pqAUTk58AduL1BL3fgFjEFHBORGBFJUUp5l22hlBoSkQogzXPurJ89EXkzUAuM+FwjF7iklOryPP4T8NeAIZwGqw9PGGZPamrq36Wmpt70pje9KeTuu++O3rlzJ/39/bS3t3P69Okpb2nNmjUEBQWt9LCvOkRkyiMvLCxkbGyM9vZ2ysrKcDgc3HTTTUF33313osVi4fnnn/+7J5988h3Hjh2zJyUl/ayrq+txpVTVIi77UeCPIvIN3MUh9mh9UQbXAmmAb/JaM26vcr5j0vCIJoDnpm0zcNyz66PM8NkTkQjgU7g93E/42KwGCj12moE3A8GLfVGBxBDO6xgRKUpKSvqAzWZ724EDB0I/8IEPxO3evZuuri46Ojo4evQoCQkJpKWlUVxcjMlkVGjUSVhYGDk5OeTk5DAxMUFXVxd1dXX09/eTm5srjz32WEJYWBi///3v//573/vee1JTU/uGh4cfHxoa+k+lVKefl/k/wMeUUr8WkbcDPwRuCdyrMtBBmEnYFKFpusNOgoiU+ux5XCn1uM/jmbLzpkc55jxGRCKBXwMfVUoNenbP9tl7CHcId9g3MVAp1Sci/wf4Be4Q7hHcXuiqw5jjvM4QkWir1fq+8PDwD65duzb6Qx/6UNwtt9xi6unpoaOjAwCbzUZycjKRkZEByXhdDlZ6jnMpKKXo7e2lvb2drq4uwsLCSE5OxmKx8Ktf/crx+OOPD/T399d3dnZ+bXJy8iml1IT3XM/d+jM+c5wDQIxSSnkiCwNKKT2TZwYBI88SpP45OkGLrTt62+eb49yNO0HnVs/jzwAopb7qc8z3gYNKqZ95HlcCNyql2jwlL58B/qiU+mefc2b87InIISDDc1gMbpH8vFLq0Wnjuh/IW40JQobHeZ0gIttSU1M/k5WVdeCDH/xg5L333hvqdDppaGjgwoULZGRksH379hVP6jFwh3Tj4+OJj48HYHh4mLa2Nurq6jhw4EDwu9/97sSurq7ERx999Ee/+tWvxpKSkn7S1dX1HaVU4wzmWoEbgIPAa4DFhHsNrm1OAvkikgO0AHcB75h2zFPAg575z524RbDNI4g/BCp8RdPDjJ89pdR+7wEi8kVg2CuaIpKklOoUkVjgg8Dbdb5QXRjCeQ0jIiGhoaF3x8TEfObWW2+N/9SnPhW/fft2GhsbKS8vJzExkfXr1xMVFbXSQzWYg8jISPLz88nLy6O7u5va2lpGRkb42Mc+Zv3yl79sfeqppz7yyCOP3BMaGqpwp/FbRaQZ+ALwfuA7ImIBxoH7V/ClGKxClFKTIvIg8Efcn58fKaXKReQBz/OPAc/izqitxr0c5b2e0/cC7wbOicgZz77PKqWeZXGfve+IyCbP3/9PKXVpyS8wABih2msQEYmLj4//h6CgoHvf/e53R3z4wx+ONJlM1NfXA5CVlUVycjJms3llBxpAruZQrT84HA6amppoamoiKiqK3Nxc6urq+NrXvtb74osvDg4NDX1ldHT0CaWUY6XHarBwljNUa7BwDOG8hhCRtKSkpC+Ehobe+ZnPfMb6rne9K7i9vZ2mpiYSEhLIyckhMjJypYe5LFzrwunFOx9aW1uL3W4nJycHi8XCP//zPw8/8cQTQ3a7/Vv9/f3fVUqNrvRYDfzHEM7VjSGc1wAikpecnPwVq9V600MPPRR72223mRsbG+nt7SUzM5OMjIzrbvnI9SKcvoyOjlJXV0dnZydpaWnExcXx+OOPjz366KNDDofjhz09PV9XSvWt9DgN5scQztWNsb7gKkZE1qempv5vSUnJ0R/+8IdvPXLkSEJ2dra5oqKCpKQkbrjhBnJzc6870bxeCQ8PZ/369ezfv5/g4GDOnz/P61//+rDz588nPfTQQx/PyMi4ZLPZvicien6RDQyuUwzhvAoRkcyUlJTfbN68+cVf/OIXr33ppZcS4uPjpbq6mnXr1rF7926Sk5Ov2qUkBkvDYrGQnZ3NDTfcQHJyMufOneOGG24IvnjxYsLXv/7192dmZl5ITEz8qmftnYGBwQIxhPMqQkQSbDbb4/n5+af+/d///U0vv/xyfGRkJGfPniUvL4+dO3ditRpL9AzciAjJyckcOHCA6OhoTpw4wc6dOy0VFRWJn/vc5z6akpJSHRMT8zFPmUUDAwM/MYTzKkBEIhISEr6SkZFR8fWvf/29Z8+eTcjOzjadPHmSlJQU9uzZM7Xmz8BgOiJCRkYG+/fvJygoiOPHj3PHHXeEVlRU2B588MF/stlsNREREe/2FPU3MDCYByM5aBUjIqbIyMj7oqKi/ukTn/hEzAc+8IHQlpYWWlpayMvLIz09/boNx3obT7tcLlwuF0oplFJTf588eZLt27djMpkQEURk6m+LxbLgxtjXEhMTE9TU1NDe3k5+fj5BQUH84z/+4+Bvf/vbjs7OznuVUkdWeozXO0Zy0OrGEM5Viohsstls/3XHHXdkPvzww9b+/n7q6+vJzMwkOzv7ml2D6XQ6sdvtjI+PMz4+ftnf3sfg9qJCQkIwm82XiaNXDBsaGsjOzr5CUJVSTExM4HC4lzeaTCZCQkIIDQ2d2nwfh4SEXLMCa7fbuXTpEn19fRQWFtLf3899993XW11d/VJHR8cHFlAP10AzhnCubgzhXGWISIzNZvt2amrq7T/+8Y/jExISqKqquua6kkxOTl7W+Hl4eBil1IxC5itm/gqZv8tRXC7XFcLs+9jhcKCUwmw2Y7Vap7qbREVFLXvR+/vuu49nnnmGpKQkzp8/P7X/X//1X3n00UexWCy84Q1v4JFHHlmQ3ZGRES5evIjdbqewsJAXX3zR+eEPf7h3eHj4a/39/d9RSk3qfi0Gc2MI5+rGKLm3ShARk9VqvS8lJeVLX/3qV+Pe8IY3BF24cAERYdeuXYSGhq70EBfNxMQEAwMDU0I5NDR0mRDl5eWtiBCB2+MMDw+ft6eor9BXV1czNDSEyWQiOjqamJgYoqOjsVqtAX0N9957Lw8++CD33HPP1L6//OUv/O53v+Ps2bOEhITQ2blwJzEiIoKtW7cyMDBARUUF6enp5ldeeSXxkUce+eKTTz75gIjcq5Q6rPO1GBhczRge5ypARPKSkpJ+deedd2Z/+ctfjm5paWFkZISNGzcSERGx0sNbEC6Xi76+Pvr6+hgYGJgSyejo6CmRWQ6RXI4CCL5iOjAwwODg4JSYRkdHExcXR1RUlNZQb319PbfffvuUx/n2t7+d+++/n1tu0dcprLu7m/Pnz5OVlcXk5CT33Xdfb1VV1Z86Ojre79MyyiCAGB7n6sbwOFcQETHFxcV9cs2aNZ/46U9/mpCbm8u5c+fIycmhuLj4qplbczgcdHZ20t7eztDQEHFxccTGxpKfn09kZOQ128fTYrFc1sUE3GI6ODhIf38/lZWVDA8PEx8fT3JyMvHx8drnpi9dusShQ4f43Oc+R2hoKN/4xjfYvn37kmwmJCSwb98+KioqGBoa4rnnnov79a9/feenPvWpfcHBwe91OBz/q2n4BgZXJYZwrhBeL/Puu+/O/dKXvhRVV1dHVVUVO3bsmDdsuBoYGRmhvb2d9vZ2nE4nNpuN/Px8rFbrVSP4gcBisRAXF0dcXBy5ubm4XC56enpob2+nvLycyMhIkpOTsdlsBAcvffnk5OQkfX19HDt2jJMnT/L2t7+d2traJf8fWCwWiouL6enp4eTJkxw4cCDo1KlTqe9617t+lpyc/HxHR8f9hvdpcL1iCOcy4/EyP5Gbm/vJn/70pwl5eXmUlpaSnZ3Nhg0bVq3oKKXo6+ujra2Nrq4uQkNDSU5OZsuWLYSFha308FYtJpOJxMREEhMTUUoxNDREe3s7x48fnypQYLPZFt3aLT09nbe85S2ICDt27MBkMtHd3U1iYqKW8cfHx1/mfT799NNxv/zlL+/8zGc+sz84OPheh8PxvJYLGRhcRRjCuYyISEZSUtJTf/M3f7PmK1/5SlRdXR2VlZWr1st0uVx0dnbS2trKwMAAMTExJCcnU1BQgMVifHQWiohgtVqxWq2sXbuW8fFxOjo6uHDhAmNjYyQkJJCWlkZMTIzfN1BvfvOb+fOf/8yNN97IpUuXcDgcJCToLUU73fu86aabgk+dOpX6zne+8xfJycnPdXR0vE8pNab1ogYGqxjj12+ZiIiIuDM9Pf37P/3pTxPWrVsnq9nLHBkZobGxkfb2dhISEsjOziY2NnbVjfNqJzQ0lKysLLKysnA6nXR1dVFTU8PIyAgZGRlXdLW5++67OXjwIN3d3aSnp/PQQw9x3333cd9997FhwwaCg4N54oknAvb/5Ot9Dg8P8/vf/z72ySeffMsXv/jFnSLyRqXUhYBc2MAgQIjIICCAAsKBMc/fABFKqRmTEoys2gAjIsFJSUnfW79+/Vt+9rOfxXZ2djI0NERJScmq8jJdLhdtbW00NDSglCIrK4uUlJSrttDC1dxWzG6309TURHNzM1arlaysLOLi4lbVjYs38zY7O5vBwUHuvPPOnp6ens8ODAz8QBk/KkvGyKpdfkTktFJqy2yPfTE8zgAiImuSkpKe+eQnP5l17733hnl/aFaTlzk+Pk59fT1tbW0kJSWxcePG66bZ9WolJCSEvLw81qxZQ29vL/X19VPLQ9LT01dFmNybeXvhwgVGRkY4duxY/Ic+9KGvvfjii7eLyDuVUkMrPUYDg4UiIhafgh+zVpu5JtcJiIgSkW/6PP6EiHxxhuNeEZESz98WERkRkXf5PH9KRGa845gPq9X6jqysrKPPPPNM4R133BHmncvMzs5eFaLZ19fHqVOnOHHiBOHh4Rw4cID169cbormKEBHi4+PZunUru3btwm63c+jQoak50ZXGYrGwceNG8vPzKS8v59FHH4155JFHbk1KSjrv/V4tBX+/x57n6kXknIic8Wz/stTrG1x3vAT8SkQ+ICL/Bcw69XBNCidgB97iR8PeI8Aez9+bgErvYxGJAHKBsoVcWEQsNpvt8b1793739OnTiSaTifHxcXbv3r3ioVmlFC0tLbz88stUVVWRnZ3N/v37yczMvGpDstcLISEhFBQUcMMNN2C1WiktLeXkyZP09vau9NBISEhg9+7dVFVVsW/fvuAXX3wxMz8//08xMTHvWaJpf7/HXm5SSpV4tg8v8doG1x+fBP4AFAOlwKyf32tVOCeBx4GPzXPcYV4Vzj3AY0CJ5/EO4LRSyunvRUUkNikp6dADDzzwjl//+tcx5eXlJCQkUFxcvKJFAJRSdHR08NJLL9Hb28uWLVvYsWMH8fHxq8L7NfAfk8lEeno6+/fvZ82aNVRVVXH8+HEGB1d2SWVISAi7d+9meHiY0dFRTp48Gb9jx45vJyUlPSoii70r8/d7bGCwKEQkVkS+LSKngePAeuAflVLfVkqNz3betSqcAN8F3iki0XMc4+tx7sHtqttFJMrz2O/6nCJSYLPZXnnssce2feQjH4k4fvw469atIysra7Hj10Jvby9HjhyhpaWF7du3U1xcvOKer4Ee4uLi2LlzJ/n5+Zw7d47Tp08zOjq6YuMxmUxs2rSJ2NhYzp07x29/+9uY++677z2JiYkHRWSxHdb9+R57+YtPqNYQWwN/+DHQDbzFs3UBP5rvpJXPMggQSqlBEXkS+DDuFOOZjqkXkWARSQYKcYdqTwI7cQvnv/pzrfDw8DdkZWX9+Omnn06Mjo7m/Pnz7Ny5c0UFamhoiAsX3CH64uJirNbF/m4ZrHbi4uLYs2cPHR0dnDx5kvj4eNauXaulMtFiyMnJITIykuPHj/PpT386cvPmzTs//OEPnxGRv1JKVS/Elj/fYx9uUkp1L3rgBtcjOUqpN/s8/icRmXd67lr2OAG+DbwPiAAQEbPPHen/8xxzFHgr0OZJoz8G7MUdqj02l3ERkcTExP+7YcOGJ0+ePJloMpno6Ohgz549KyaaY2NjvPLKK5SVlZGXl8fOnTsN0bwO8FYhOnDgANHR0Rw+fJjKykomJ1emI1hiYiI7duygrKyMvXv3Bj333HM56enpR8LCwv5qEea+zfzfYwODxTAiIjd6H4jITcDIfCdd08KplOoFfon7S4dSyumTPPB5z2GHcc+hHPU8PgrcA7Qrpfpnsy0i5qSkpCduvfXWTxw8eDCupqYGi8XCtm3bVmS5gMPhoLy8nBMnTpCSksLevXsvKz5ucH0gImRkZHDgwAEsFguHDh2irq4Ol8u17GOJiIhgz549tLS0EBISwsmTJxPz8/N/Fhsb+76F2PHze2xgsBjeD3xTRBpFpAH4Z+D++U66poXTwzeBubLyDuPOnj0KoJRqA8y45z9nRERCkpKS/vC3f/u3d/7bv/1b9IkTJ8jMzKSgoGDZk20mJye5dOkShw8fxmq1cuDAAZKTk6+bpB+lFE6nk8nJSSYmJnA4HIyPj+N0OrHb7TgcDiYmJpicnMTlcnG9rM03m82sWbOGffv2Ybfbeemll2hpaVn21x8UFMSOHTsQERoaGnjppZfiNm7c+PWEhIR/XKCp+b7HcPkc55OLHLLBdYRSqlwptRVYB2xQSm1WSp2f7zyjctACERFrYmLinz//+c+vf/vb3x564cIFNm/eTHS0P7kLeuns7KS8vJzMzEyys7OvqSUlLpcLu93O2NgYdrud8fHxqc1ut2O326dEwGQyYTKZEJGpG4auri6SkpJQSqGUmhJNr+dlMpkICQkhNDT0ii0kJISQkJAVufm47777eOaZZ0hKSprquenlG9/4Bp/85Cfp6upacD1au91OZWUlQ0NDbNq0aUXW6zY3N1NTU8OmTZt4//vfP/Diiy/+oqur6/8opZbfHV7lGJWDlgcRmXHJiVLqCU8Zyadnev6aTQ4KBCKSnJSU9OKjjz6as2XLlqCqqip2795NSEjIso5jYmKC8vJy7HY7u3fvJjQ0dFmvrxOlFCMjI1PNoPv7+3E4HJhMpikR8wpabGzsZcI21xKfgwcPsnv37lmfdzqdUyLsFeSenp4rhDk8PJyYmJipJtyBfq/vvfdeHnzwQe65557L9jc1NfH888+TmZm5KLshISFs3LhxqvBFeno6ubm5y3pzkJ6eTmRkJK+88grf+973or/0pS/d/fOf/zxZRN6qlJpYtoEYGLzK1hn2CfAEUAQYwrkURCTPZrP9+ac//Wlaamqqqb+/n927dy/7+kyvl7lmzRoyMjKuqpCsUorh4eEpgezv72diYoKIiAhiYmJITEwkLy9vWW5EzGYzERERREREzDne0dFRBgYG6O3tpba2FrvdTlhYGDExMVOCqrOt2oEDB6ivr79i/8c+9jEeeeQR7rjjjiXZj42NZd++fVy8eJEjR45QUlIy53ugm5iYGHbv3s3x48f57Gc/G5Wamvrab37zmwc9GbfzJmUYGOhkrkIZSqlHZnvOEE4/EJH1qampf3rmmWeSQ0JCGBsbY8uWLcsqWhMTE1Ol1nbt2nVV9MBUSjEwMEB7ezvd3d1MTEwQGRlJdHQ0SUlJK7pkwh9EZEpcU1NTAfdrGhsbo7+/n97eXurq6hgfHycsLIykpCSSk5O1Z1Q/9dRTpKWlsWnTJi32zGYz69evp7e3l9LSUjIyMsjJyVm2z3NoaCi7d+/m2LFj3HPPPWEpKSnbPvGJTxwVkX1Gc2yD5UREfoTbw7wMpdR75zrPEM55EJHi1NTU5//0pz/ZvAkoJSUlyyqanZ2dXLhwgdzcXDZu3LiqvUyn00l3dzft7e309vZitVpJTk4mNzd3VYukv4gI4eHhhIeHXyamo6OjdHZ2UlZWhsPhmBLRhfTWnInR0VG+/OUv87//+7+6XsIUcXFxK+Z9BgcHT3meN998c/B3v/vdwg996ENHRGSvUmpgWQZhYADP+PwdArwZaJ/vJEM450BENqWlpT3/wgsvJI6Pj2M2m5dVuHy9zJ07d65aL9Nut9PR0UF7ezsjIyMkJiaSlpa24qUGlwuvZ5qTk0NOTg4TExN0dXVRV1dHf38/cXFxJCcnk5CQsOClSjU1NdTV1U15m83NzWzZsoUTJ06QnJy85LH7ep8nT54kMzNz2bzPoKAgdu7cyYkTJ9i5c2fQ97///YIHHnjguIjsVkr1BXwABtc9Sqn/mbbrZyIyb8U4QzhnQUSK09PTX3j44Yfjh4aGCA8Pp6ioaNlEs6uri/Ly8lXrZY6OjtLS0kJ7ezsigs1mo6ioiMjIyFU31uUmKCiI1NRUUlNTUUrR29tLe3s7Fy9eJCwsjOTkZFJTUy9rUj0bxcXFdHZ2Tj3Ozs6mtLR0wVm18xEXF8f+/fuX3fv0Fc+CggLLRz7ykbXf+c53jojILsPzNFhuRKQIsM13nCGcMyAi69PS0p7/05/+FN/T00NPTw/FxcXLIggul4vy8nJGRkZWnZfpcrlob2+noaEBl8tFeno6O3bsWPas4qsJb2swbzGK4eFh2traOHz4MNHR0WRlZREbGzv12br77rs5ePAg3d3dpKen89BDD/G+9y2oXsCime595uTkLEutZYvFQkFBAceOHeOtb32rFBYW5j3wwAOHRWSPMedpEEhEZBD3HKfybJ3AP8x7nrGO83JEZG1qauqLf/rTn5LtdjshISHEx8dTUVHBrl27AioSdrud0tJSbDYba9asWTWe28jICPX19XR0dGCz2cjMzCQqKmqlhzUnBw8e5MYbb1zpYcyKUoqenh4aGhoYHh4mPT2dzMxMv7zQ5WBycpIzZ84QEhLC+vXrAxpy7+vro6ysjK1bt3Lu3DkyMjI4evToxIMPPljR1dW153rMtl3udZwichvwHdzFX/5dKfXwtOfF8/zrgVHgXqXUaRHJAJ4EkgEX8LhS6jvTzv0E8HUgUSnVLSLBwPeBbZ5zPqKUOug59jkgBbdTdwj40EI6VC0X1/4E1AIQkVSbzfbnP/zhD8mTk5NYLBYKCwtJSkqiqKiIY8eOYbfbA3LtgYEBjh49Sl5eHnl5eSsumkopurq6OH78OGfOnCEmJoYbbriB9evXr3rRvBoQERISEti6devUetPDhw9TVlbG0NDQCo/O7QVu3bqVkJAQjh8/jsPhCMh1vKK5Y8cOoqKi2LFjB42NjezduzfokUceKUhMTHxORFbH3cQ1iqft23eB1+GuoHO3iKybdtjrgHzPdj/wb579k8DHlVJFwC7gQ77neoT1tUCjj633Ayilij3PfVNEvFr0dqXUJmADkAi8TdfrnAkRsYjIFhG5wWc7KiI3isis4RYjVOtBRGISExNf/OUvf5lqNptxOp1s2LBhSsCSkpIAOHbsmHbPs62tjcrKSrZu3briouR0OmlqaqKhoQGr1UphYeGKVEW6nggODmbNmjXk5ubS0dHBuXPnEBFyc3NJSkpasZsoEWHt2rW0t7dz5MgR7Z9PX9H0LuGxWCzs2LGD48ePc+utt4a0tbVt+fa3v/1LEXmLMsJjgWIHUK2UqgUQkZ8DdwAXfI65A3jS2whDRGJEJMVTorQNQCk1JCIVQJrPud/CHfr8nY+tdcALnnM6RaQft/d5wic0bwGCcYdPA8lzuL1s37vVQuDjwE+BhplOMoQTEJGwxMTEvzz22GPZSUlJMj4+zqZNm674wdItnkopLl26RG9vL3v37l3RMJ3T6aShoYGGhgZSU1MDHpY2uBJvh5Pk5GQGBwepq6vj4sWLFBQUYLPZVkxAvWtTT506RWFhoZZs3plE04s3Yejo0aPcd9994S0tLTf/93//93eBDy75wlcJIWYTuVZNVap6SRCRUp89jyulHvd5nAY0+Txuxt1akXmOScMjmgAikg1sxt0QGhF5E9CilCqb9tktA+7wCHQG7uo9GcAJz3l/xC3mfwB+tZCXugjilVKbfXeIyGml1BvnOum6F04RMScmJv7+oYceKty4caNlYGBgzuIGusRzcnKSV155hbCwMHbt2rViP4pKKZqbm6muriY1NZX9+/evSHcXg8uxWq1s2rSJ0dFRKisrqampoaioiLi4uBUbz549eygtLWVoaGhJ0wlziaaXoKAgdu3axdGjR/nCF74Q1dra+o6EhISW7u7uLy/ldVyndM8zxznTf+R0T2/OY0QkEvg18FFPD9Vw4HPATG3kfoS7nF0pbo/uCO6Qr9uoUreKSCjwE+A1wPNzjH2p/McM+56Y76Treo5TRCQpKem/HnjggR133nlnaGdnJ5s3b573B2Gpc56jo6McOXIEm812WTh4OVFK0dHRwUsvvcTAwAB79uyhoKDAEM1VRnh4OJs3b6a4uJiqqiqOHz/O4ODKJJoGBweza9cuxsbGOH36NE7nwnM2/BFN3+vt2LGD8+fP8+Mf/zh63bp1H4+Jibl3kcM3mJ1m3B6fl3Sg1d9jPHPQvwZ+4rMucg2QA5SJSL3n+NMikqyUmlRKfczTFu4OIAao8r2YUmoceAp3iDhgTE9kmm3fdK5r4UxMTPynN7zhDa//+Mc/HnHx4kW2bdvmd/bgYsWzp6eH48ePs2HDhkUX7F4qvb29HDlyhJaWFrZv386GDRuMsOwqx2q1snPnTvLz8zl37hynT59mdHR02cdhMpnYuHEj8fHxHDlyhLGxMb/PXYhoegkLC6OkpIQzZ87w9NNPx2ZkZHwzODj4NYsdv8GMnATyRSTHk/F6F27R8uUp4B5xswsYUEq1ebJtfwhUKKX+2XuwUuqcUipJKZWtlMrGLbxblFLtIhIuIt6m5K8FJpVSF0QkUkRSPPstuDN4Lwb2pS+O69a9iIiIeEtJSckHH330UeuJEyfYsmXLgkvCLTRs29DQQGNj44rVmh0cHKSiogJwL6y3Wq3LPgaDpREXF8eePXvo7Ozk5MmTxMfHr0jN3+zsbKKiojh27BglJSXExsbOefxiRNNLbGwsubm5VFZW8sc//jFux44dP/NUF6pdymswcKOUmhSRB4E/4k6U+ZFSqlxEHvA8/xjwLG4hq8a9HMVby3Uv8G7gnIic8ez7rFLq2TkumQT8UURcQIvnfIAI4CkRCfGM48/AY3pepV6uy3WcIlKck5Pz55MnTyZUVlaSm5u7pISHzs7Oedd5VlVV0dfXx5YtW5Y9HOpwOLhw4QIjIyMUFhZOLca/llnt6zh14Ds/nZ6ezpo1a5a9xOHo6CgnT55k3bp1JCYmznjMUkTTl/LycsxmM8PDw7z+9a+v6erq2qyUWvm1OwFgfUiI+oWnFvJSKa6vN/pxaua6C9WKSILNZnv22WefTWhpaSExMXHJWYJzhW2VUly8eJHBwUG2bdu27KLZ3t7O4cOHSUxMZM+ePdeFaF4viAgZGRkcOHAAp9PJ4cOHl30NaHh4OLt27eLChQt0dHRc8bwu0QRYt24d/f39pKam8q1vfSszMTHxKZ/1fwYGC0ZEXppl/00i8ofZzruuPnQiEpSYmPjHH/3oRymhoaFMTEyQl5enxfZM4qmUoqKiYqoN2XJ6Aw6Hg9OnT9PU1MSePXtIS0tb8aIKBm7uu+8+kpKS2LBhw9S+T37ykxQWFrJx40buvPNO+vv7/bZnNpunzn3llVeoqqpiOSNJISEh7N69m8rKStraplYnaBVNcN8obN26laqqKm6//fagd7/73dsSExO/uWTDBtczBZ5iB74FEG4AwnEXdJiR6ypUa7PZ/vOjH/3oW+6///7wCxcusGfPHsxms9ZreMO2O3fupKqqCpfLtexF2tvb26moqGDt2rWkpaUt23UDgcvlwm63Mz4+PvWvd/M+nv4ZVkoxODg4Y+EGs9lMSEgIoaGhl23efcHBwQH/v3rppZeIjIzknnvu4fz58wD87//+L695zWuwWCx86lOfAuBrX/vagm27XC4uXbpEV1cXJSUly1pQY2JiguPHj5OTk0N4eLhW0fRleHiY0tJSdu7cye23395fWlr6dwMDA/+l9SIrjBGqXR5EZAT3XOqMQqiUetOM510vwhkTE3P/a17zmkf+8z//M/rEiRMBTdDp6Ojg9OnTpKSkzFhIIVBMTExw7tw5Jicn2bRp01WXKTsxMUF/fz8DAwP09/czPDwMcIW4TRe8mTz52eY4JycnrxBgXxF2OByICNHR0cTExBAdHY3VatV+g1VfX8/tt98+JZy+/OY3v+FXv/oVP/nJTxZtv7+/n7KyMlJTU5e1hOPExASHDx/G4XCwb98+7aLppbOzk6qqKtavX8/WrVt7amtrb1BKlQfkYiuAIZzLg4g0KqUWvLzhusiqFZF1ubm5X/nxj38cferUKTZt2hQw0VRK0dnZSXx8PP39/TgcjmURsI6ODi5cuEB+fv5VEZb1iqRXKIeHhzGbzVNitXbtWqKiorS/DovFgsVimbNlltPpZGBggIGBAerr66fWTVqtVmJiYqbGGKjQ+49+9CP+5m/+Zkk2YmJi2L9/P5WVlRw+fJhNmzYti/c5PDyMUorQ0FD6+voCJpxJSUkMDQ1RV1fH7373u/ibb775aRHZoJRa/jU6Blczi2o9dM0Lp4iEJyUlPf2b3/wmvrKykuzs7IBVX1FKceHCBVwuF9u3b6erqysgtW19mZiY4Pz580xMTLB7925CQzWV6QoAIyMjtLe3097ejtPpJDY2lpiYGJKTk1dVH0+z2UxcXNxlnxOn08ng4CD9/f3U19fT399PZGQkycnJ2Gw2bctBvvzlL2OxWHjnO9+5ZFsmk4mioiL6+/s5ffo0aWlpAe26453T3LlzJ0FBQRw7dgyTyURKSkpArpebm8uZM2cIDw/nn/7pn1I///nPP0GAi4IbXFsopRZVleiaF06bzfbjL37xi2nBwcGYzeaAFh2orKzE4XBQUlKCiAS0MDy8OtezZs0a0tPTV43weFFK0dfXR3t7O11dXYSEhJCcnMyWLVtWVZ9RfzCbzcTGxk6tV1RKMTQ0RHt7O8ePH8dkMmGz2aZuAhbDE088wTPPPMMLL7yg9f8yJiaGffv2cfHiRU6ePBmQJVEzJQJ5S+Z53xvdiAgbN27k6NGj3HHHHSHPPvvsLVar9d7BwcH/0H4xg2sSEXlIKfWF2R7PxjUtnNHR0ffccMMNf3XnnXeG1NbWsmvXrElSS+bSpUuMjIxcUec2UOLZ2dnJhQsX2Lx586rqXuJyuejs7KStrY3+/v4pj3Lt2rXXVDk/EcFqtWK1Wlm7di3j4+N0dHRQXl7O2NgYiYmJpKamEhMT45cIPvfcc3zta1/jxRdfDEh409ukurm5mcOHD7Nt27Y5w9ULYbbsWd96syaTadZ1nkvBbDazbds2jh49yg9+8IOYHTt2fF1EjiilLmm/mMG1yMl5Hs/INZscJCJ5WVlZR0+dOpVw9uzZgIYx6+rq6O7uZuvWrbPOe/lTJMEflFLU1tbS1tbG9u3bV00C0MjICA0NDXR0dEyJRmxs7Ip5wStZAMHpdNLV1UVzczMjIyNkZGSQnp4+Fc69++67OXjwIN3d3dhsNh566CG++tWvYrfbp9bZ7tq1i8ceC0zRlL6+Ps6cOUNxcTEJCUtrluzPkpPx8fGpCkMxMTFLut5sdHZ2UldXR1BQELfddltVV1fXRk+906sSIzlodXNNCqeIBCUlJZ199tlnC713uunp6QG5VldXF5WVlezevXvezMuliqfT6eTs2bMAbNq0admrxExHKUVbWxv19fUAZGZmkpKSoj0DdTGslspBdrud5uZmmpqaiIqKIjc3d97ydMvB+Pg4J0+eJD09nZycnEXZWMg6zZGREU6ePMmuXbsCdgN75swZ4uPj+fWvfz3+8MMP/6y9vf2+gFxoGTCEc3VzTRZASEhIeOiBBx7ISE9PZ2JiImBrGUdGRigvL2fbtm1+icVSuqqMj49z9OhRoqOjKSkpWVHRnJiYoLq6moMHD9LT08PGjRvZs2cP6enpq0I0VxMhISGsWbOGG264gezsbKqrq3n55ZdpaWnB5XKt2LhCQ0PZs2cPvb29lJWVLXgsCy1uEBERwYYNGygtLV1UVxV/WL9+PdXV1dx///2hubm5d1gslgMBuZDBdc8153GKyMZ169b9ubS0NP7YsWMBC9FOTExw5MgRNm3atODw00I9z/7+fl555RXWr18/NWe6Etjtdqqqquju7iYjI4PMzMwVbb49F6vF45yJ0dFR6urq6OzsJDMzk+zs7BW74VBKUVNTQ0dHB9u2bfPr87iUikB1dXX09fX51b5vMXhDtsnJyezcubOpo6OjSCk1ov1CAcbwOFc315RwekK05S+88EL+xMREwEK0SilOnDhBWlraou37K54tLS1UV1ezdevWRWdrLpWJiQlqampob28nLy/vqlgnupqF08vk5CS1tbW0traueGZ0R0cHFRUVbNmyZc6uOTrK6JWVlREREaGt3OV0zpw5Q1xcHM8++6z9i1/84s/b29vvDciFAoghnMuDiLxnrueVUjM2tb6mQrWJiYn/9MEPfjAtMTExoCHaixcvEhUVtSRR9idsW1NTQ2NjI3v27FkR0XS5XNTW1vLyyy8TEhLCgQMHVuWyl6sVi8XC2rVr2bNnDwMDA7z00ku0t7cva51ZLzabja1bt3L69Gl6enpmPEZX7dni4mI6OjpmLAqvg/Xr11NbW8s999wTsmbNmjdaLJYbAnIhg2uBR4BtwFbP9nWfx1+f7aRrxuMUkY1FRUV/PnXqVEBDtC0tLTQ3N7Njxw4tAjKb5+ltQ7aQ5tq68LarqqmpISUlhTVr1lx1S0muBo9zOqOjo1RWVjI6OkpRUVHACnXMxdjYGMePH2f9+vWXLR/RXbDdbrdz9OhRtm7dGpCKRl1dXVOf3507dzZ3dHQUXk0hW8PjXB5E5LRSastMj6c/58s14XF6QrS/+uUvfxlfUVFBfn5+QESzv7+f6urqK9ZqLoXpnuf0NmTLLZodHR0cOnSIgYEBdu/eTUFBwVUnmlcr4eHhbN68meLiYqqqqjh+/PhUub/lIiws7Io2YbpFE9xJU5s3b+bUqVNMTExoselLYmIiYWFhiAgPPfRQos1m+572ixhcC0z/IZc5npvimhDO2NjYj7/vfe9LTUhIYHJyMiAh2vHxcV555RW2bdumPSHGK55Hjx7l3LlzK9KGzG63U1paSlNTE9u2bWPDhg2rZo3o9YbVamXnzp3k5+dTVlZGZWXlsmbghoaGTrUJq6qqCliXE29N4tLS0oCEp9etW0dtbS3vfve7QzIyMt4gIlu1X8Tgamf6B0/N8dwUV71wikhKVFTU33/qU5+KqKioCEgLL6fTSWlpKRs2bNBWbWU6iYmJRERE0NLSQlFR0bLOI7a2tnLkyBHS0tLYtm1bwApzGyyMuLg49u7di4jw8ssvMzAwsGzXDg4OpqioCG9950B9JlJTU4mLi6O8XH9jk6CgINavX8/Zs2f58Y9/HG+z2f7TaHxtMI0PTnu82+fvd8x20lX/IUpOTv7Bo48+Gl9TU8PatWsDEqI9e/YsqampASkZ5qWyshKLxcKWLVs4fvz4gtd5Lgavl9nW1sbevXsDVoz7emOmRtW9vb289rWvJT8/n9e+9rX09fX5ZctkMrF27VpKSkqW1fvs6+ujvLyc/fv309jYGLBEHoC1a9cyNjZGU1OTdtvekK3VauWtb31rmtVq/YD2ixhczYRMa2C9y/MvSqmLs510VQunxWI5UFBQsHv79u0mp9MZkBBtW1sbk5OTi66u4g/eOrclJSXYbLZFF0lYCL5e5tatW7V19zCAe++9l+eee+6yfQ8//DA333wzVVVV3HzzzTz88MMLsmm1Wtm3b9+U9xnIuU/fOc3o6Gh27drFxYsX6erqCsj1RITNmzdTU1PD6Kj+rmDeLNvPf/7z1sjIyC+KyPJnXRmsVj7us30W+C3wxflOumqFU0SC4uPjf/zv//7vcRcvXqS4uFj7NRwOBxcvXgxI+NdLTU0NAwMDly0IX0qFoflwOByUlpbS2tpqeJkB4sCBA1dkxP7ud7/jPe9xLxl7z3vew29/+9sF2/X1Ps+cORMQ73OmRKDg4GB27txJeXn5rEtVlorFYmHDhg2UlZVpn++0WCwUFRXR3NzMI488Emez2f5V6wUMrlqUUm/y2W4F1gHd85131aZLehKCbGazmeTk5ICEaM+dO0dBQUHAkmSampro7u5m+/btVyQCBaKrire8WkFBAamaUt2XC6UUdrud8fFxxsfHL/vb+9grIkopBgcHOXjw4NT5ZrOZ0NDQqS0kJOSyx0FBQQGdV+7o6Ji6SUlJSaGzs3PRtrzeZ1VVFUeOHGHbtm1aPv9zZc+Ghoayc+dOjh8/Pm+RhMWSkJBAa2srDQ0NZGdna7WdlJREdXU1t99+u+Vb3/rWbSKyVSl1SutFDK4F2oEN8x10VQqniCRkZGT8/Wc+85mI0tJS9u3bp/0abW1tKKUCJjB9fX3U1dWxZ8+eWbNndYpnY2Mj9fX17Nq1a9X3wvT2uuzv72dgYICBgQEmJyevELuoqCgSExOnhNBkMk2Jn+86TqUUTqfzCtEdGhqa2udwOAgNDSUmJobo6GhiYmKmljOsRkwmEwUFBcTHx3P06FFKSkqWVDzenyUnYWFhbNmyhdOnT7Nnz56AhPfXrVvHyy+/TFJSktaEJBGhqKiIixcv8sQTT8TdfPPNT4hIsbpWFrIbLAoR+RdeXXZiBkqA0vnOuyqF02azfe0rX/lKbGtrK1lZWdqXh3hDtHv27NFq18vY2Bhnzpxh586d866RXKp4ulwuLly4wNjYGHv27FmVazKdTifd3d10dnbS39+P0+kkMjJyqpdnYWHhkv6PRQSLxUJkZOSsFZiUUoyPj0+JdWNjI2NjY4SGhhIbG4vNZvO7t+ZM2Gw22traSElJoa2tTVvN4YSEBHbs2HFZQ/OFspB1mlarlcLCQkpLS9m1a5f2JVO+Idtdu3ZpvXGJi4tDREhOTuaWW25J++///u83A7/RdgGDqxFfkZwE/kspdWS+k1bfr+g8iEjW2rVr3/TWt77VcuzYMfbv36/9GmfPng1YiNa7tKW4uNjvO+rFiqfD4eDUqVPExcWxfv36VeU92e12Ojo6aG9vZ2RkhMTERGw225JFcrGICGFhYYSFhV027zs2NkZvby91dXUMDAwQGxtLcnIyiYmJCyrM/qY3vYknnniCT3/60zzxxBPccccd2sYeERHBnj17OH36NIODgwtazrSY4gbJyckMDg5SXl4ekNyChIQE2traAhKyLSoqoqysjIcffjjm+eef/5aIPKWUCky7FoNVj1LqSREJAgpwr9us9Oe8qy45yGaz/cu3vvWtuOrqatasWaO9q0RraytAQEK0SinOnDlDRkbGghsILzRhaGhoiCNHjpCdnU1BQcGqEM3R0VGqqqp4+eWXOXnyJHa7naKiIm688UY2bNhAUlLSquu2EhYWRlpaGlu2bOGGG24gIyODnp4eDh06xPHjx2loaLii8s3dd989VUAgPT2dH/7wh3z605/m+eefJz8/n+eff55Pf/rTWscZFBQ0VQbyxIkTflXjWUpFoPz8fOx2Ow0NDYsd8pwUFRVRX1+vPcs2KiqKiIgILBYLd911V1xkZORV27PTYOmIyEagHPg+cAR4UURmLLN32XlXU4hfRIq3bNnyl5deeim+tLSUAwcOaBUEu93OkSNH2Lt3b0Dmb6qqqhgbG2Pjxo2LtuFPVxV/O10sBy6Xi/b2dhoaGnC5XKSnp5OcnBzwqkTLUat2eHiYtrY2WlpasFqtZGdnExsbu+I3Kf501NFRRs/pdHLkyBHWrVtHfHz8UoY8Iz09PVNN4nW+p2NjY5w4cYLi4mLWrVvX1tHRkauUGtd2AQ0YtWqXBxF5EfiUUuqYiJwGXgv8Wil141znXVUeZ3Jy8r9997vfja+srKSwsFD7D9S5c+coLCwMiGh2dHTQ1dV12aL4xTCf51lfX091dTW7d+9eUdEcHx/n4sWLvPjii/T19VFcXMzevXvJysoKfCm/nmZw6q9/Op3IyEjy8/O54YYbyMrKoq6ujpdeeon6+nomJycDfv3ZSEtLY9OmTZw8eXLGQgu6as+azWa2bdvG2bNnA7L+Mj4+nqioKO1ebVhYGAkJCQwPD/Pggw/GxMXFfVzrBQyuJqKVUsc8f4tSqgeYtzzcVTPHKSL7brnllqJ169Zx7tw57Q2dW1tbEZGArGscGhqioqJizgzahTDbnGdNTQ3d3d3s2rVrxRojDw4OUlVVxcjICNnZ2Rw4cEDPWHqaA3tO/OJbxIkI8fHxxMfHY7fbqa+v59ChQ9hsNtasWbMiNX9jYmLYuXPnlGfl9Qh1F2wPCwtj06ZNlJaWBiT5rKioKCBZtvn5+Rw+fJiPfOQjYY899tiHReRRpdTy1TQ0WC2YRcSilJoETCLydvxYx3nVhGpTUlJOv/DCC5uHhobIz8/X2nLJ4XBw+PDhgIRoHQ4HR44cCUjY1Dds29jYuGJtyMA9f1lRUcH4+PjUMolFRwQWI5LTOHimghtLipZmZAli6nK5aGlpoaamhuTkZNasWbMi87e+bcIsFkvACrZ7y/Jt27ZNeyQoUCHbS5cuYTab+eMf/zjxhS984VtdXV2f0mZ8iRih2uVBRN4HHFVKXRCRPwCtwGeVUnPWmLwqhFNEdt5yyy2//8UvfhFfVVXFzp07tdo/f/480dHRZGRkaLWrlKK0tJS0tLSArQft7OzklVdeITY2dkVE0263c+nSJfr6+igsLCQxMXHhP24ahHI6WoRzOosQUpfLRUNDA/X19WRmZpKdnb3s0YDx8XGOHDmC0+lk7969ASvYfu7cOSIiIsjNzdVu+5VXXiElJYXk5GRtNicnJzl06BDbt2+noKCgs7W1NXe19Ow0hHN1c1XMcaakpHzjK1/5SnxFRQVFRXp/DEdHR+np6VnU+rf5aG1txWw2B7RKT39/P5GRkYyOjgakr+FsTExMcPHiRY4ePUpsbCz79+8nKSlpYaLZ0xwQ0QwY3vEuYMwmk4mcnBz2798/9UPd1NQUkDZaszE2Nga410iOjAROF9atW0djY2NArlFYWEhlZaXW981isZCTk0NTUxMf/vCHrTExMQ9qM25wVSAifxaRv0zf5jtv1QuniKzPzMwszMjIIDw8XHu48+LFiwFJNBofH+fSpUtLTgaaC2+d2927d7Nu3bqAF4YHtxfd3NzMyy+/THBwMAcOHCA9Pd3/928R4rMqWeDrsFgsFBQUsGfPHgYGBjh06JDfHVKWgndOc9euXezevTug9WbNZjMbN27kzJkz2m8MvAk9ujuoZGZm0tHRwX333RcaGhr6ERExuh1cX3yCV4u8fx730pR5CyCseuFMSUl5+Ctf+UrCpUuXKCgo0Gp7cHCQsbEx7YlGSinOnj1LUVFRwLqO1NXV0d3dzdatWzGZTAEtDO9lfHyckydP0tXVxb59+8jNzfUvNHytiOVsLOC1BQcHs2HDBjZv3kx5eTkVFRU4nYFZfz89Echbb/bcuXMBE+24uDhiYmKoq6vTbjs/P5+amhqt75fJZCI/P5+Ojg7uvfdea2Rk5L3ajF9FiMhtIlIpItUicsUiY3HzL57nz3rXOopIhsdLqxCRchH5iM85b/Psc4nINp/9O0TkjGcrE5E7PfujfPafEZFuEfl2IF+3Uuq0z3ZIKfUgsHe+81a1cIpIdlxc3K6NGzcSERGhfW7GG/rV7W22tLRgsVi0zsf40tbWRltb2xVzmoEST6+XefToUbKysti8ebN/iS7XsljOxAJuEKKioti7dy9BQUG8/PLL9Pf3ax3KbNmzYWFh7NixgzNnzgQsbFtYWBiQkG1wcDBpaWnU19drtZuamkpXVxcf+chHIiIiIv6viKxMSvoK4Xm93wVeh7s7yN0ism7aYa8D8j3b/cC/efZPAh9XShUBu4AP+Zx7HngL8NI0W+eBbUqpEuA24PuezNYhpVSJdwMagP/R90pnR0RiRCTa8/B3830GVrVw2my2L335y1+Oq62t1Z5w0NvbC6A1OxfcXllVVVVASpGB20uurKxk27ZtMyaZ6BbP6V6mzWab/6TrTTBnwo/3QETIy8tjy5YtnD9/noqKCi1twuZbchIeHk5JSQmlpaUBmRcPZMg2NzeXxsZGreMWETIyMhgdHeXOO++0BgUFvVWb8auDHUC1UqpWKeUAfg5Mrwl5B/CkcnMMiBGRFKVUm1LqNIBSagioANI8jyuUUleUsFNKjXqWfwCE4i51dxkikg8kAYf0vMQr7L9dRCJEZLuInAVeAc6IyDng0HxlGFetcIpIXHh4+F/dfPPNJofDsaTOD9NRShGIRCNviHbdunUBWXrgcDg4ffr0vI2ndYlnW1vbwrzM60wwv/VvP2D93pvZsO9m7n7/hxgfn6H4zAK9z0OHDi2pSbW/6zRjY2NZs2YNp0+fDkiikjdkW1tbq9WuN6Gnurpaq93MzEwaGxv57Gc/Gx0fH/+QVuOLIDjYTEZ2tJYNSBCRUp/t/mmXSwN8J4+bPfsWdIyIZAObgePzvT4R2Ski5cA54AEfIfVyN/CLAHav+Ywng/rfgb9VSuUopXKAvwV+ON/Jq1Y4Y2NjP/ixj33M2tDQQE5OjlbbHR0dAUk08oZo/fLKFojL5aK0tJSioiKioqLmPX4p4qmU4uLFizQ0NLB3717/vczriJa2Nv7lBz+m9E/PcP7lF3C6XPz8N0/NfPACvM/Nmzdz+vRp2tvbFzymhRY3SE9PJyoqiosXLy74Wv5QWFhIU1MTw8PDWu16E3pmvFFZJMHBwcTGxhIcHMymTZviRWS7NuMrT7dSapvP9vi052eaq5ouWHMeIyKRwK+Bjyql5r3zU0odV0qtB7YDnxGR6Q1l7wJ+Np+dJeCt1DGslDrhOy5g3g/sqhROETGHhIQ88K53vSuks7NTazUfpRTekn06CXSI9ty5c1MdRPxlMeI5OTnJyZMncTqd7Ny5c/7kpuvMy/RlcnKSsfFxJicnGR0dIzV5nv8bP94rq9XKnj17qK2t5dKlS357g4utCFRUVMTg4CAtLS1+n+MvgQrZehN6Ll26pM0muMPAtbW1fPazn01ISUn5vFbjq5tmwHcRezruQgB+HePpLvJr4CdKqQXNSSqlKoARfJpHi8gmwBLgRuP1IvIp4KCIfFlEij3bV4HD8528KoXTZDK97g1veENkf38/aWlpWhf1Nzc3Ex8fr72Z87lz5wIWoq2rq2NycpK8vLwFn7sQ8RwdHeXIkSOkpKTM34bsOhZMgLSUFD7xoQ+QWbKLlPVbibZG8Vc33eDfyfO8b8HBwezatQu73c6pU6fmzSJdShk9EWHLli1UV1drT1ACd8g2NjZWe5ZtamoqAwMDWhOQvJGckpISIiIidopIojbjq5uTQL6I5HiW49wFTA+fPAXc48mu3QUMKKXaxP0j8UOgQin1z/5czHMdi+fvLNwtvep9DrmbwHqbAPcCycAB4I3ATzzbG3AnQs3JqhROm832j3//938frbsfn9PppLq6mrVr12qzCe5EI5fLFZAQbXd3N83NzZSUlCw6+9cf8ezp6eH48eNs2LBh/gpKKyyYjslJBoZH6egdoKG9m8qmNspqGjlZUcPxC9UcOV/FwPAox8qrOX6hmtKLtZyvbaKquZ2mzh66+gcZGh3D6Vx8Ik5ffz+/+8P/UnfqCK3nSxkZHeW/frmAm+153kOTyURxcTGJiYkcOXJkqojBFePQUHs2KCiIrVu38sorr2gNf3opKCiYsf3aUhARCgsLqaio0GYT3F5nXV0dH/3oR6NjY2Mf0Gp8leKZX3wQ+CPu5J5fKqXKReQBEfG+B88CtUA18APgg579e4F3A6/xWUbyegARuVNEmoHdwO9F5I+ec/YBZSJyBncj8Q8qpXzrw76dAAunUqpHKfUxpdR+pdTGadu8YcNVV3JPRLJLSkpOvPDCC4l1dXVs3bpVm+3a2lomJia0rgdVSnHkyBGKi4u1z5mOjY1NFXLX4SHP1pKsqamJ+vp6tm3bNv91llk07ROTDAyP0D88Sv/wKCPjdoLMZsJDQwgNDrpsCw6yYDaZEBEOn7/E3g1rUUox6XRhd0ww7t0mJrA7JhgZt+NSCmt4GDGR4cREhmONCMdinv9+8r9/9wzP/fkgP/zONwB48he/4ljpab739a/4/+L8LOHX09PD2bNn2bx5MzExMVP7dRds7+rq4tKlS+zZs0f7Eq36+nrGxsa0J+QdOXKEDRs2aPvuKaU4ePAgJSUlFBUVtXR0dGQqpZae6rxANkeFq4Pb9NzgxxwsM0ruTUNE3q2U+s9p+8KAt+FOFjow1/mrrjtKYmLiRz/5yU/G1dfXk5WVpc2uUorGxkb27p13beuCCFSikVKKsrIy1q9fry2sPFNXlfr6etra2ti9e/fcnS2WSTCVUvQNjdDeO0BX/yAWs5mYyHCiI8NJTYglIjTErx91s8lEaPCrYfOo8Om5B25cLheDo+P0D4/Q1NlD/3ATFrMJW1wMyXHRRIbNfF5mehrHSl9hdHSMsLBQXnjpMNtKFt9ndS7i4+PZsWMHJ0+eZNOmTcTGxmoXTYDExES6u7upqalZ1LTAXGRmZvLSSy+Rk5NDaOjM7+liyMvLo6amhs2bN2uxJyKkpqYyNDTELbfcEv6Tn/zkZuB5LcYNVhNfEpEXlFKtnmIO78Pdi/P3uL3vOVlVwikiZpvN9jdvetObzKWlpVqb43Z0dBAbG6t1DtKbaLRjxw5tNr00NTURGhqqvaqRr3impKTQ19fHjh075i48HmDRdLkUnX0DtPX20zc0QmxkBMnxMazNSMYS4ILoJpNpytv0Mu6YoKN3gPK6ZsbsEyTGRJGSEEtsZPiUaO/cupm3vvH1bHnN67BYzGwu3sD997wjYOOMiIhgx44dnDhxguzsbOrr6wPS5WTt2rW8/PLL2Gw2v7K3/cU3oWcpjdynk5iYyIULF7Db7drat2VmZnLq1Ck+9rGPxR48ePDTGMJ5LfIx4M8iogAr8GHgw/Ot3/SyqoQTuOnWW28N6erqWlj9Uz+ora3VnvEaqESjsbExampq2Ldvn1a7XpKSkmhra6O6upqbbrppxURzZNxOQ3s3Hb0DJMZEkWVLoCQvS3uYcKGEBgeRlZxAVnICk04X3f2D1LV2cm5snPSkeDKT4giyWHjo0x/noU8vXw/k8PBwCgsLKS0tZcuWLQHpcmI2m9m0aRNnzpxh3759Wv8vUlNTqa2tZWRkhIiIeXsF+4WITN1I6JqCCQsLw2KxkJeXR1BQ0EYRsfqzxMLg6sGT/fs/IvJa4L3A14BtIvIjpVTVfOevquSgtLS0v7v//vtjm5qatLb4GhwcRES03kE7nU5qamq0Jxr5hmgD1b+xvr6e8fFxtmzZwokTJ2bPtg2AaCql6Oof5PiFas5UNRAdEcaBkkI25GYQZ41ccdGcjsVsIjk+hq0FOexenw9KcfjcJcqqGxka1Z9IMxd9fX1cvHiRPXv2TLVyCwQxMTEkJCRoLzIQqISe9PR0WltbtVRd8pKVlUVTUxPvec97IkJDQ6+3SkLXDUqp55VS7wC24S7w8BMReXm+81aNcIpImIjsXrduHWFhYdrCLuBezqG7ZF99fT0pKSnai7g3NTURFhamPUTrpbGxcarObXJy8szZtgFaatIzMMThc5do6uyhMDOVvcVrSUuMw7wCjbcXQ3CQhTVpNm4oKcIWF83ZmkZOVdYxMh7YjjRweSJQXFwcO3bsoKysjIGBgYBcr6CggNbWVoaGhrTaTUxMxOFwaF36YrFYSEpKorV1+tLDxWOz2ejq6uJd73pXWFxc3N9pM2ywKlFK9SulvqeU2gHMm029akK1ZrP5TXfddVdYU1OT1qQgh8NBX1+f1nmViYkJGhsb2b9/vzab4A7R1tbWak9g8tLV1UVjYyO7du2aCs9ekTA03KX9uoMjY1yob8FkEjblZc2aqOPF1b74NX+mZL1VpmZCREiOi8YWa6Wrf4hTlXXERIZTkJFCSLD+KMFMiUDh4eFs376dEydOaMu69sVkMgUsZLtu3ToqKirYvXu3Npu5ubmUlpZq66trMpmw2WyEh4cTHx+fJiKpSil9ymywalFKnZ/vmFVzq2+z2T7y3ve+N7Knp4eEhARtdpubm8nIyND6xa+pqSE7O3vuLNQFEugQ7cjICOXl5Wzbtu2KcU+t83z5Jewa19qN2R2cqqzjXG0TBZkp7ChaM6NoutrrLtuWwpSNicB7gSJCUqyV/RsLiLdGcrS8iosNrUtaHzqdubJnIyIiKC4uprS0NCCtyWJiYkhMTNQeso2JicFisdDVpe8mLSwsjODgYK0eeGpqKm1tbTzwwAMxMTEx79Fm2OCqZ1UIp4gkREZG5qWlpREVFaWtUpBSCt3zpXa7nfb2dq1eMbjr3IaFhZGYqL9YycTEBKWlpZSUlMy6FCDJ7KAoK41j5dVLFk+lFA0d3Ry/UE16Yhx7NuQTG3V5MoguoZyL5bgGuAU0LTGOA5uKCAqycOhsJb2DS6/P6s+Sk4SEBDIyMgLSiQTcWbatra3aW4QVFRVx8eJFrWPOysqioaFBm73o6GgGBwd529veFhQaGvq32gwbXPWsCuEMDw9/+3333Wdtb2/X2sOyr6+PyMhIrfOQ9fX15OTkaC0D6HQ6qaqq0r44HNwidvr0afLy8i5bPH8ZnvnMpFjrksVzzO7g+IUa+odG2bexAFtc9GXe/nII2Uwsh4iaTMKa1CS2F+VS0dBKeV3zor3PhazT9EY/ampqFnWtuTCZTFOhVZ1ERkYSHh4+1d5PBzabjZ6eHm3et4gQFxeHiJCfnx8lInoLXBusOCISKiIfE5HfeLaPzVBw/gpWhXDGxsbe+7a3vS2ko6NDa1JMQ0ODVs/Q5XLR2tqqbR7FS319PWlpadoTjcDdrNtqtZKWNr1L0MwsVjyVUjR29HD8QjVr0pLYlJd52RrMlRLMmQj0WCJCQ9izIZ+wkGAOnVu497mY4gbFxcV0dHTQ0dGxmCHPSWJiIhMTE9pr2XqLqutCREhJSdGeJNTe3s69994bFxsb+3Zthg1WCz/G3bz728B3gPWefXOy4sIpIhHBwcHZKSkpmM1mbeIxMTHBwMCA1iIKra2t2Gy2udc9LhBvopHurF9wz+8ODQ3N3QlmhuzZhYqn0+XiTFUDPYND7C0uIDHm1SpKukRK1Z73a1sIgRRQESE3NYntBblcqG+hrq3Tr7DkYisCmUwmtm3bRkVFhfZMWHCHVnV7nbGxsdjtdkZHR7XZ9PbV1IW3mtLtt99uDg0NvVubYYPVQpFS6v1KqReVUgeVUn8LzBv6W3HhBF575513hnZ0dGgN07a0tJCWlqY1Kaiurk57b9BAJBqBu9NJdXU1W7Zsmf09mGPJib/iOe6Y4Oj5KmKiwinJyyLIcrmXuRiWIohTx9vH/D4voN5nWAi7N+TTNzTK2ZrGOdcaLrWMXkhICJs3b+aVV17RuqYR3Ak9QUFBdHd3z3/wAsjJydHaOSU8PByz2azt5sFsNhMWFkZYWBhxcXHx11HHlOuFMyLi29KsGJi3Qe2KC2d6evp73/a2t0Xpnt/UHVLt7e2d+gLpIlCJRkopzpw5w4YNG2bP0PVjneZ84tk/PMKx8ioKMlPISUmaEujFeHKL9Rp12Z1pzP0DA7z1vR+gcNeNFO2+iaMnF9ce0GwysTk/i8iwUI7O8l7qqj0bHR2NzWajqmre4icLxlu8QGdCT0pKCp2dnUxOTmqzmZaWpjVcm5ycTHt7O3fddVdkcHDw7doMG6wG8oBXROSUiJQCp4EsEfmLiPxltpNWdB2niJhTUlJ2bdmyhSNHjmgrwzUxMcHk5KRWkfMmBemksrKS/Px8rYlG4J7bjYqKmn1ZzwKKGyTFusOux8qr2bU+jxCPELd291HV3M72ojVEhL5arGIxgjkr1fPe+F1O3ty5G95rSe6GWY9xtddNrQX9yGe/yG2vuZFf/fj7OBwORmdp7eUPIsKaNBtR4aEcPV/FlrU5WD2zCLoLtufn5/Pyyy+TnJxMdHT0ku15iYyMxGq10tbWRmpqqhabJpOJ1NRUWlpatN1A2mw2jh8/rq0En81mo7S0lDvvvDPs+9///r34MQdmcNXw4cWctNIe5459+/aZe3p6tCYFdXZ2arU3MTHB4OAgcXFx2myOjIzQ39+v7QfIy+joKPX19bNn6C6iItB0z7Oxo4e6ti72bFg7JZoL9TJn9AKrL16+LRTfc+2zl8Pzx6sdHBripaPHed+77gLczaVjNIhQUmw0WwtyOHWpjv7+/oB0OTGZTJSUlFBWVqY9ZFtQUMClS5e02tU9LxkcHIzJZNLWWzQ0NBSlFGvWrAEoEhF9Zc0MVhSl1GmgEUgFUoAGpdRp7zbbeSsqnElJSe98xzveEa87TKvbXlNTk/ai8xcvXqSwsFCrTW+Itri4WPucqVc8XzxzkabObnauy5uaz9QmmP6cX1V92TYnc4jwXOFbV3sdtfWNJMbH8d6/+3s233Qbf/uRTzIyoieJJSo8jB2FaygtLeXUqVMB6XJitVoDErL1duxpamrSZtNbvGBwUF8ddZvNpjXD2Gaz0dnZyetf//pg4EZthg1WFBG5ESgF7gb+g1cLv8/JigqnyWS67aabbqK/v5/Y2FgtNl0uF4ODg9pCVIEoojA6OsrY2Jj2erT19fVERUXNnkm8xPqz444JQoIsTEw6cbrca+X8FU1/BXO6MM4nlP4eN5eAzoSjo5HTZ8/zf957D6/85TkiIsJ5+F++69dr9QfH5CQmkwmTycSExmpNvuTn59PR0aG9nm1eXh51dXWruniBd15Sp72Ojg7e/OY3RycnJ/+1NsMGK80jwM1KqXfiLvJ+G/DQfCet2ByniEQXFBRYnU4nMTEx2jyv3t7eqUXLOujv7yciIkJ70Xnd86V2u52GhobZW5EtUTRbunpp6uxhb3EBvYPDHCuvZkdiMCHm+e+9ZhTM6cfM4j2OVLTMatclJsZi45F1OYyHRGAPCccRHIrTbGEgxMo5cxLm6ChCnA5CJx2EOO2E19cTlpWN78dD1Z6/Yt4zPTmR9NQUdm51N0h+6xtfz8Pf+d68r9Uf+oZGKKtuYNeefbhcLk6ePMm2bdu0du+By0O2OuvNBgcHExsbS2dnJzabTYvNpKQkKioqcDqdWpZ7RUZGMjY2xuTkpJboS1RUFMPDw976uq9ZskGD1UKIUspbOUSUUmMiMu+ayJVMDtp36623hlwNYdrMzExt9iYnJ+ns7NReJcibaKQ7RAvQOzhMTWsnu9fnYzGbSIq1ovraOdE6xI7UqFnFczGCOZdQOkLD6c3OYzAlg+HEZFxmC+F93YQMDRDSM0zwSCfWsRHCM+Loik8ntb0GV6eF8ZAwxtMy6Q+JYjQojNHxUEJCgonGQZw4SMCOeZp4JifEk5EYR2VVDQX5a3jhpcOsK8hfwLs2M17R3LFn31R4duvWrZw6dYo9e/ZoL4JhtVq1J/SAu3jB+fPntQmnt6h6R0eHtnF612Dq+D0QERISEnA4HMTExFhFJFopFZjWNAbLiRKRMKXUGBAkIv8AzFuCa8WEMzk5+Y7Xve511q6uLm09LZVSdHd3axMlpRQ9PT1s2DB7FuZCaWpqIi0tTWsmrTfRaNZG3UvwNsfsDspqGtlZtOayOc3E8CAgfFbxnE805xPMpnr3b9JEXBzDmzYxun49iBB+4QKhB48S39KCyeGYOj492yc031yPOXsbcf0+c1xt1Uh+3tRDuzmIgex1dKsQLhFFqHKSPGgnJSKIIM9r+c5nP8I73/cBHAi5WZn8+F+/Of8bNgdTolm05rI5TavVOtWgeteuXdqzrAsKCjh27BjJycnabHu946GhIW2eckpKCrW1tdqEMzk5maamJm030snJybS2tnLrrbeGXLx4cR/wey2GDVaS/wukA1XAESAYd2PrOVnJUO1rtm/fTkVFhTYvaXh4eGoBtA4GBwe1F51vbGzU2k4J5kk0WoJoOp0uSi/WsjE3k3Cf7Fkvs4nnZaK5AMH0iqUSYbS4mIG9e0GEscPH4F+/jwwNYQdyrfOWkpwRVfWqeIY4J0iqKSPJs4RlWJnp6HJwdCCOqGAzOdGhlBTmc+KXP9DSquwy0Qy9MuyfnJzM0NAQ58+f19oCDy5P6NG5Zjg3N5e6ujpt442JiWFgYACXy6XlOxcXF0dZWRlKKS1h6ri4OC5cuMBtt91m/eUvf3kHhnBe9SilnvH5+35/z1sR4RSR6MLCwqn5TV2s9rBvIIrODwwMYLfbtXdVUUpxprqBTFsC8dGRsx43XTyDGy68+uQcojmbYA5t307Xvv1QeQn+46dIZydz/eRlZF+eBBZR5K7Jaw599T329TRnI1KcRDLCmvRsescnqe4bw+FUrI0PI8FnbedimE80veTl5XH69Gnq6+vJzs5e9PVmwru2Mz09XduNZVJSEhcuXNA2j+gtqt7X16elVKaIEBMToy350Pu+7dq1C4x5zmsCEamFK39ilFJzfuFXyuPcf+utt4YMDAxoFc6Ojg62b9+u1Z7nS6IF3UXnwV3EvaioSLu3WdfWRZDFTFbyq0UUZsugnRLPuk62i4kQcV0mmrN5mVOCCdTmroU3vh4qKuGRb3G2q2/q+E0Rr4qN19ucTTCnCA2ZXTDnKJQgIsSHBREfFsSww8nF3jFq+sZZFzlKdOTCl4z4K5rea5eUlHD48GFiYmK0fjeCgoLIyMigtraW/Pylz9WCe7ypqam0trZqywPwZsPqqjHttacraz86OhqXy0VMTEyUiMQopfq1GDZYKbb5/B0C3AnMu9xhRZaj2Gy217/2ta+19vf3a1s2Yre7Gxfryn4dGxtb9UXnu7u7MZvN2n4UvIyM2Wns7GF9zqslC+dbdpLQXkmBDHFSxWGvfXVufbqXOV00a4IiqP3b+6FkIzz6GGef+PmMoplrDSXXGkpGdvSUaEYUpU1t4PYsvdtl5BVevs2A5G64IrM2MtjMtuRICuLCOF9ZxdmaRiYX0LJqIaLpxWw2s3nzZsrKyrQ3p87JyaG5uRmHz9zwUglEUXWdDa4TExPp7OzUZs8bTr755ptDAL1zLgbLjlKq12drU0p9D3jjfOetiMdpNpv3btu2jQsXLhAZOXsYcCHorhaku+h8c3Oz9qLzly5d0p4Q5A3RblyTidnPeSbvnGai2KG1kZPJG9nefpbgyle7aczoZW7ZDjfsh5/+grNnLlxmcy4vc7p3OaNnGRI6bwm+uUrv+RITamFXahTNEs7LZyvZkJtBQvTcCTFzimb83DWUo6KiSEtL49KlS1qzr81mMzk5OdTX12tLyAsLC8NisWhLEvIWVddlLygoiODgYEZHR7UUmYiOjqa+vp79+/dH//SnP90L/GHJRg1WDBHZ6vPQDGzFD11cduEUEUlNTU2OjY0lKChIm5D09fVpTbdvb2+fXZQWQVtbG5s3b9Zmb3BwEBHRvvavtq2LmMhw4qJerRs8l7c5PRHIPdNay8mYArYF1REyMX6llzlpgve/Fzo6Ofd/v4ya5gH5epkws2DO6FX6Mq0inL8iORsiQlZyAokxVsqqG+joG2Bd1sw3QovxNKezZs0aDh8+TF9fn9aIQnp6OocOHSIvL09b0pu3qLqu2rDeYgO6PttxcXH09/drEU6r1crg4CBbt24lPDz8xqWPzmCF+brP35NAPfC2+U5aiVBt9po1axgYGNBagFqnvcnJScbHx1d10fm6urrZe3gu0tscHhunubOHwqxXb0AWIppeEs6eZG31SUq33EZfvTvsOiWaETHwiY9Q/8c/c/aH/3WZaG6KCGFTRMisYVngylCsH+HXpYqmKTlnKjkoPDSYXevzMIuJ4xdqmJi8PJzql2j68f8jImzatImzZ89qDdlaLBZsNpv2Zs86w6G6y+VFR0dra8LtTRDKyspicnJSfxNdg2VFKfUan+2vlFL3K6UuzXfeSgjn1htuuCGyv79fW/KDy+XC6XTO3kJrgXR1da3qovMOh4O+vj7tJfvO1zZTnJvhd4h2ihkSgRJ7Wsj88x84ddtd1He5W0bVZK2B+++j8l8fZ/DUmctMzOVlRhSlLVgwCfH/JsUrjLNtV9gXoTArlUxbPEfOX2J4zF1MXIen6UtUVBSpqanU1tYu2ZYv3nCtLgJRVN3lcmmbi/Vm1uoiOjqaoaEhkpOTzSIySwsig6sBEfkXEcn1/P0pEXlKRA7Md96yC2dycvJNu3btCtcpnMPDw9rmSmH1L2tpbm4mIyNDayZt98AQZpMQZ331ffTb25yBkYoW4hprifv976l/399Ss2krw7f9FeX/7xHszZd7OzN5mbMKJswomIvxLmcTRn9JTYilJC+Lkxdrae7qXZho+vn/lJubqz2hJywsjKCgoFVfVF2XvdDQUOx2u7baul4Pdt++fSG458QMrl5uUkrVish63Bm1XwW+M99Jyy6cZrN579atWxkZGdEmdjpF2Gvveio6r5TiYkMrRdlp8x/M7CFar7fpO6cZfukSlFfg/Ju30vTov+McHpk63jc0C1fOZc6aHevDYsXSVzCdTiebb7qN2+++1287XqIjw1mbnswrVfWsy05bmKfph3iazWZyc3O1dznJysrS6nXqLqqelJSkNfwbFhbG2BL6qfri9WD37t0bHRcXN0txaIOrBG8H9TcAP1FKHcWduzgnyyqcIiJKqZT4+HgsFovWQuy6hNNutxMcHLxqi8739fUREREx8zKZRXqb7b0DRIaHEhn2akWeBTeknrZWc2pOMycf1ubR+Oj3yfroA5g9CR8zhWYXEpZdiGDOFXYF+M73f0iRH0USZqJvaISq5nZ2Fq2hvL6FkXH7ouzMRUZGBl1dXdp++MHt0fX09GibP/UWVddlz2q1MjQ0pMUW6A3XGglC1xQXROQ3wN/hbikWzmoTTiAxNTUVnes3QW9ikG7vNRBhWp1F511KUdnURkFGil/Hz1VODy6vCFRjjYc7bqf8a99h6FQZ7b/4H3I+9RE2JrvXsk4PzcL82bKL8TDnorm1jd8//2f+9l13+23Ti++cZlJsNJvzsyi9WHtFwtBSMZlMFBQUUFlZqc2miGgPr+pcg+ltuTY5OTn/wX6gUzi9CULZ2dlMTk5mazFqsFLcC/wYd2uxFmAcWHVznGuLi4stOisGKaW0JgbpFE5v0fmEBD35A96i87rsAbR295EYHUVYyKse7GK9Td8QrTMiAt73Hiq//RhOTwPo4XMXCP/dM/CRD5GVEj93aHYWL9NvgkL8mr/86Oe+yCNf+OyCl2bMlAgUExlBXpqN05f87FU5z3pOX7y1bEdH9TTTBndRdd09K3Xai46O1tZLVKctcHudw8PDhIaGhoiInhqGBitBKlAG2EUkC8gAEgBEZFZvYlmF02w2F2zatClKp8c5NDSkNTFIp/c6PDxMWFjY8hSdX2SYtq6tk9xU/7Jz5/M2wS2aSoT6d74Lfv1b7G2v/pBuighBLlSQ8twf6Pm7/4MjLHx20fRBt5fp5Zk//omkhHi2liysSPlc2bNpiXFEhYdxsVHfcg9we4jeouq68FbB0ZU0ExcXR29vrzZ7Or3EsLAwxsfHtY5tYGCAnJwcBeito7kCiMhtIlIpItUi8ukZnhdPBmq1iJwVkS0+z/1IRDpF5Py0c34hImc8W72InPHsDxKRJ0TknIhUiMhnfM75sog0ichwAF+uL08Dz3j+fdrnMcyRJLSswpmUlLStsLAwaHh4WNviZt31bkdGRrSt3+zt7dXqHeoO+/YOjRAWHHyZt7lQpnubALW790FNLWePvzK1z3dOs8DRQc6RF7jwN+/FHhQ6q2gGOkv28IlSnnruebI37+au+z/En18+zLse+PCc5/iz5KQoK5XewRF6B+f47i/A2/SSkpJCZ2entvCliBAbG0tvb682e5GRkYyMjMx/sB/o9hJ1Jgh5M2s3bdoUAugpw7RCeDzm7wKvA9YBd4vIummHvQ7I92z3A//m89x/ALdNt6uU+hulVIlSqgT4NfA/nqfehruBdDHurOQPiEi257mngR1Lf1X+oZTaqJQq9vy7USm1Edjsee7ts523rMJpsViKvQWmdSYG6ax3qzMxSPd8aUdHh9a1m/VtXeSkXN5VZbYwrb/epsNmg21b4Klnp/b7iqY3PJsRYXcXSdhzB3aTJ8w+TTQXwmKWlXz1Hz9N87mT1L9ylJ8//l1es28v//XYv8x6vL/rNEWEkvwsztY24XS6Zj1uoZhMpqmi6rpYzeFVbxKOLnR6sJGRkYyOjlJcXGwNDw+fLjJXGzuAaqVUrVLKAfwcuGPaMXcATyo3x4AYbyhTKfUSMOvdl7h/UN8O/MyzSwERImIBwgAHMOixdUwp1abvpc2NiMSKyFtE5D3eDajx/L1ptvOWteTexMREpu4v6sDAAIWFc9ckXYgtnUI3MDDA+vXrtdgaHx+fvej8IsK0E5OTDI6OXbZuc6FM9zaVCF1vfzs8+VPODrrn4mYSTW94NikuDOmrdde2DRsjxFMnbzGiOel0MjA8ytDYOJNOF0OjY9S0dhJkNhMdEUZUeBgm0+JviBZa3CAiNITMpHguNrZeViwfWJS36SUzM5NTp05pSxBLTEzk4sWZb4QWQ0xMDN3d3aSl+be0aS58E4R0tC3zeok6SnMGBQXhcDgoKCiQuLi4bfOfsTBMYUFXdvxZLAfLEkSk1GfP40qpx30epwFNPo+bgZ3TrMx0TBrgj8jtBzqUUt41Vb/CLcRtQDjwMaWUnrDHwvkjcAGPcHsIxd01pRP3/OcVLJtwiog5KysrZGJigtDQxTUino5SisnJSa2JQbq8V5fLhcvl0taku729HZvNpsUWQHNXH+kJi1gmM4e3ObRzJ+OXapBG9/drNtH0Dc0mjvVB6iQnVRzb6SV0jX837y6l6BydoG0ymKG2C5hNJqyR4VjDQwm2mDGbTASZTUxMTlLT2sHgyDgmkxAbGUF6UhwxkeGXvfYb9+3mxn0zN7tYbEWgnJREDp+7xNDoOFHhej7zvsULrFbrku15i6rrKiISExNDdXX1/Af6SXR0NIODg8TFxS3ZVkxMDA0NDRpG9WrEbO3atSilVrvH2a2UmkvcZ/oRmD4Z7M8xs3E3r3qb4PZwnbgTc2KBQyLyJ6WU3hJZ/mFRSt3ru0NE9iml/m7OkwI6pMtJzcjIUHa7XVvrr4mJCW2iCWi7GwW0dXfw0tHRoc17BWjr6aMkL9uvY+eqEuT1Nl1BQQwcOABf/Sbgn2gCkFdIIu61jydVHDucLkLMs88gOJwu6gfstA47SEqIJzc1jujIcEzTbgBq27rItF0+vzzpdNI7OExtayfDY+PkpCSRnhg7Z0btUsroeUvzXWxoYXvRmiV5mr6kpqbS3t6uRTjh1So9OoQzJCQEh8OBUkrLlIfXS9QhnKGhodrKAoLbI46NjcXlcuntIr/8NOPOJvWSDkyfD/DnmCvwhGPfwuUVlt4BPKeUmgA6ReQwbg9vJYTzqzPse3i+k5ZzjjM1KyvLPD4+rs3j1GkL9CYG6Z7fHB0d1Vd0ftLJxKST8NDLw74LWYYyveDB4N69OA4fR3yWS3iLG8AMjabhsjnNpDX5FKbGc6J1CPsM84JKKZoG7RxtGSLELNywbSMbcjOIjYq4QjRnw2I2kxQbzdaCHHaty2Nk3M5LZytnTeLRUXs2IToKpyWEPpOe/zvQX94uLi6Ovr6++Q/0k/DwcG3LZnTOS+ps6QduIXY4HFgsliDRbXx5OQnki0iOiAQDdwFPTTvmKeAeT3btLmDAz7nIW4CLSinf+aRG4DUeWxHALkDffIEfiMinAJRS/+2zL11E/hH40nznL6dwpmRnZ4euVuH0eq+rMTFofHyckJAQbbVpO/sHSYrVV4CioXWMoe3b4YW/TO2bXhEIZl9y4p3TTAwPojA+/ArxHJt0caJtmL7xSfZtKSanoGjhheinERIcRFFWKtsLcqloaKW8rvmyRB5tBdvj0ykqKtI6j6i7qHpkZCTDw/qy/3VX6dFZQUhEcLn0JGyFhIQwPj5OXFycAmK0GF0BlFKTwIO45/sqgF8qpcpF5AERecBz2LO4PcJq4AfAB73ni8jPgKNAgYg0i8j7fMzfxeVhWnBn8EYC53GL9o+VUmc9th4RkWYg3GPri3pf7RQPiMg2EbF4koN+D/wW91znvA3Kly1UGxQUlJaZmRkxPj5OfHy8Fpu6RVhn2y+d9Wm1VzPq6fd77eZlTJvf9IZph7ZtI/L0afomJi573huihflF00tieBDgFs8dqVEM2p1c6B5lXUI4tlz9Wf8RYSHs2ZBPXVsXL5+rZHvhGuwTE0sXTZ+wrPdzoGteEl71OrOylr6E0GQyYTabtU196E4Q0rX2El4N1+rozem1lZ6eTllZWQqgz21fZpRSz+IWR999j/n8rYAPzXLurGW3ps8fevYNM0vPS6XUPwD/4Negl8Y7gG8Cm4AR4F1Kqb/MfcqrLJvHGRcXl5+amio6xU7nfKnXq9OBt82ZrsQgndm+LqUYGBklJtK/H475uqAoYGjXLqxHj07tmx6i9Vc0vXg9z8NNg1T0jLIrNSogojk1DhFyU5Mozs3gyPlLnL5UN79oxqfPPGc5y/7c3NxVXVR9NVfp0ekl6pzn9NrKzMwMBvyrWWmwKlBKHVVK3YA7UekJ4N9F5Gci8lp/wu7LJpzBwcHZqamp2sVuNYZ9dc5Hgt5s34HhUWIiI7SFpAdT0gnq7MTsmdOaKUQ7xQLXaYq45zZNNn21eee+niCAIHO/P77C6BXK2YTUQ1JSEj09PdqKF3jXEequhKMDbxsvXYSEhGizp3NsXuHMyckJxxDOqxKl1CWl1GeBPOA/cRd3WD2NrJVSaSkpKVo9sdUqnLrDvqOjozOHlhYxvzkwPEps1NLCVL6JQZ0FG4k6ceKy52cN0frJyISTCz2j7Em3sj5/DcfKq7FPCwPrpm9ohLL6NnbvP0BJvrvH5hVezjziOBciQnJystZWWTrnJnU3e16tXqJ3XlIHXhFOT08Pjo6OztZi1GBF8BR2eFYp9TauXMN6BcsmnJOTk4mJiXqztnWHfXUKp+4QsrakpeFRoiP1eMMK6E/LIqymBpgni9ZPb1MpRVnnCBsTIwhLW0NSrJWirLSAimefKYKy+jZ27NhBeHg4cTmFpGZmU9k94pc36S+6w6u6K+HoTMIJhGe3Wm2lpKQQGRm5uL50BqsOf4oxLJtwms3mIJfLpXXdpW7vdTWGkHUtTPcyODpGdLgeb3gkwUZ4Xzfi04NxRm9zASHaugE7sXHxxGfnT+0LpHj2mSIoKyubEk0va9asoaenR6sXpruous65RO9aVl1jW+3hVR0EBwdjt9tJSEjAZDLpq05isOpZNuE0mUwmnYKiM9MOVm/YV6cn7HS5UEphnqPAwELoySkgvvbVHpHTS+oBV3Q6mYvRCSct41CYdWURisWKZ1NLKzfd8XaKdt/E+r03853v/3DqudlEE9yhxk2bNlFWVqbts6a7qLru8KpusVvN4VUdeKNAnhtbfdVODFY9y7YcxWQymXUmBumqXxkIe7rDvrpsDY2OY9XkbQIMpGaw9oUzdHGlaM40tzmft1nTP87ajPRZ12gmxbqXchwrr2bX+jxC/IheWMxmvvn//pEtm4oZGhpm682v57U37iclNY2y+uoZRdNLVFQU8fHxtLW1aasoFR8fT29vr5YlWcHBwUxMTGir0uMVOx2fN90hUV0FH3TeHIBbPCMiInC5XIZwXkWIyMdxryWdE6XUQzPtXxaPU0RCvHeNq1FQvOiaR1ytr3Nk3E5EmJ4bFwXYI62EDA9eFp6FxYVoJ5wu+iZNJMfNnT28UM8zJdnGlk3FAERFRVK0No+LNfWXzWnORW5uLrW1+iqBBcJLdDgcWmyt1pCoTlsion1daHBwME6nU18avcFy8H5gGBiaY3v/bCcvl8cZFRUVpXQWZNcpKLq914mJidWZOeyYIDR49vfflJzjV9k9yc9jrLGNcByXVX5eSjeHVpOV9ESnXzcvi/E8Aeobmzh19jz3P2jzSzTBXT7OYrFoqz2ss18lvCoqOiI5OkOiOj27QHiJLpdrzhrF/mKxWLx2Ft/U1mAl+LlS6ptzHSAis1YrWa45zkir1ap0hZRg9SYGeVmN3qt9HuGcFx8PctCaQPRg99TjK0K0fnqb3ubTrd29pCf5H75cqOc5PDzCm+/5W+7/wAPcdNNNC6ock5GRQUtLy/wH+oGIYLFYmNCU5LRaPbuwsDBttnRXDzKbzdqWyng9WJPJZNZi0GBZUEp9cSnHLJvHabVaTTqFc7WKsNPpxGzW9x3S2QFm3OEgZCnC6cNYWCThY0tbvuBtPq2UYmLSuWBR99fznJiY4E3vfh979t/AJz7xiQWXW4uPj6exsXFB58xFWFgYY2NjWv5fdSfOdHV1abGlc1y60RmuNZlMuFwuzLoy7gyWFRH5wkz7Z5vb9DLvf7aIfEtEPurz+I8i8u8+j78pIn8/j5nI6Ohok8vl0iZ2q9WWbuGEWbzXRRQ/cIdq9USUxoPDCbGPElGUtihv0yua4E5aigxbnFc9n+eplOLdH/wYcQmJfOMb31hUjVKvJ6brx1a3Z7ca5yV1e4k68YqdDhbrcYqIU0TO+Gyf1jIgg4XiO6fpAG4GcuY8A/9CtUeAPQAiYgISAN/GkHuAw/PYsAQHB5s8HzA/Ljk/um3pFGFd49KNY9JJsGVhoj6b8DmSbITY524d5Y9ogrsog7+1c2diLvF87i+H+MVvfsfFS1Xs2bOHkpISnn322VkszY7XS9TBal2qoTOEuZrR6XH6COdCTx1TSpX4bPP2gDTQj1Lqn322rwI34kf5RH/ik4eBb3n+Xo+7FUyKiMQCo0AR8Mo8Nkxms1mrQOm2tRpFWDtq/rlXfxOE7Obgy4RzJm9zNvvTGRodIzFmaV1DfMO2G/MyGbM76OofJCw2gZGRkSV3w4iOjmZwcFBLV42QkBBtIhyI+bprHd3C6Xn/V+mX3sBfPMXdNwD58x07r3AqpVpFZFJEMnF7l0eBNNw9ywaAs0qp+fLhTSaTSVZreHU1C/qqI68Qqi/iFBOWnCyonLnP5Eze5kyiCTDpdBK0QE94JpJirYyM23n5bCUul+LYhWpuvHFhiUCzYbFYtBVoX61it9qFU9d3S2eo1huSFhFERJT/b2CYiJzxefxVpdQvtAzKwG9EZBD3TY8CggAX8K75zvM3I+YwbtHcA/wzbuHcg1s4j/hxvsn3A6YD3eHV1Tgu0N+1flFjyN1wRXsxhSCe34jFFHL3xelSmDS9zonJSZJjo2nt6cdmS9a2xjEQ82K6bOkc12oN1XrfMx3fB903CJ6IlQLMgL93V2NKqRJtgzBYFEqpy0JdIvJXuOc5fzPXeeLPB0hEPgQUAPuA7UA08N+4u2X/SCn19Dznv+auu+76w3ve855gs9msJZvQ4XCglNKyjGRycpKJiQktHU1cLhdjY2Na2ooppRgeHp55/aBz4csZhkbHiPKnctDEDMkm9stDi8MuExETo5fHp0J8EnxCpl0naPb/p7FxB0FBZiwakqocE5OM2V8Vy8jISC3JWna7HREhWENy1cTEBE6nU8syI6fTid1u1+JVK6UYGRnRVhtZ19pXcNdsjojQ0w5vZGSEsLAwLdMz3uzoBx54YLSmpiZKKeXXnYeIDCulZn2jtyZFq+Nv3bfk8QEE/duzp5RS27QYuw4QkbNKqY1zHbMQj/PjQK1Sygn0ikgM7jnPWasr+OCMjo4eycnJCbZaraSkLL11XVNTEw6HgzVr1izZVk9PD62trRQXFy/Z1tjYGGfPnmXnznk70/jFwYMHufHGG698YhFZtQdfqeDGkiK/jr1ynjP6Mq/z+GgwJV0VhPgKuGd+cyFhWoDztU3Y4qKXPM/pbQ22afMWysrKWLduHTU1NezatWvJN1gXL14kOjpay2e3paWFkZER1q5denPu/v5+6uvrKSkpWbIth8NBaWkpe/bsWbItmOOzu8K2jh8/zsaNG7XcKJ87d46UlBRcLteov6JpsHqYthzFBBQD8/64+nvLdQ53Nu2xafsGlFLdM59yGS6n07lq52NWq61AoK37RXg4drOP9zVHUtBcogkQFR7G4MjSkmW8orljxw5sNhvBwcGkp6dTVFTEsWPHlrxkY2BgAKt1acLuRWfBDafTeX0ktmkkQImFC/1ihU1bjmJk1a4MvstReoD/AN4430l+eZweL9M6bd+9Cxicc2JiQl0Pczs658J0E2QxMzHpJDhoccUefOc6Q3Aybg7BytLLx8VEhlPdsvgi3r6iOT1kmZSUBMCxY8eW5HnO2kx8Edjtdm0hTJ2NE3SK8GomELkWC/3OK6WMSkOrAKXUP4tIEO6pSAVUevRuTpbrWzI8ODjo1C12Oqt/6LTldM77vi+IGce2iMbKocFBjDs0lXoTF/bULPeDBRRzn4mo8DCGxha3FnEu0fSSlJS0JM/TbrcTHBystYziauz9qtOWzoQ73QQiGdDlcun90hssCyKyESgHvo870fVFEdky33nLJZxDAwMDWj1OnWJnNpu1iZ3FYtEqnEFBQdqWQSxEOGcLr3qFMRQno8qyqHWbVxxjEswmE46Jhb1Of0TTy1LEs7e3l9jY2AWdMxdjY2Na5tdAf+9XXYKu05ZuApGR71qtYSaD+fhX4B6l1F6gBngT7pUjc7KcHqd2sdMlKIGoq6mzPJu2ijUL9DjnEs9oJhjUWOo4NT6G5i7/GzwvRDS9LFY8m5qaSEtbfOcXX5RSOBwOLdm5sHp7v+puWq/Te9VZFtM7x+nUHWYyWC6ilVLe3B1RSvUA8y6JWDaPc2hoSHSLna4anToXt+u2p/N1hgYH+dVJxB/CcwsZmyac08O0/nibXtKT4mjq7PHrhmMxoulloeI5Pj7O+Pg40dFz9wn1l5GRES1LlbxcD2Ff3d6rzkphk5OTuFwulFJ6vlgGy41ZRLw/ZCYReTswb8Lrcgmn3XtnvBrbFumei1mtrZ7CQ0MYGVuYCM/qdYoQHBbGuNLzEQoJCsIaEUZX/9wdV/pMEYsWTS8LEc/a2lpycvy/AZiPgYEBYmJitNnTKSqrVex03hzozni32+3e/rv6mqwaLCffBrzrwlqBW4H3znfSsginUko5nU6XThHQ2dPQa0/bXGJo6KrsWGEND2NwdOFh39nEMy7UQl/SGiR3w6KSgqaTl5bMxcZWXK6Zf9z6TBGUlZUtSTS9+COeo6OjdHZ2agvTgnvNsK750omJCcxms7Ybv9UqwqtV0ME9xzkyMoLJZFpajz2DFUEp9UOl1AXP369TSr0P2DvfecuWe+5yuZw6RUC3l6i7r+FqtGU2u+eYnYvIY5hJPG0RwbSPznzzspAwrZeo8FBssdFUNbdf8ZxO0fQyl3gqpThz5gwbNmzQuk6yp6eH+Hj/G3bPxcDAgLYQMlw/wqlz7hXcVY1wrwM0uMoQkbeIyO9E5C/eDfgPz9/vme28ZRNOp9M5aTKZtHqJOudMV2urp4iICO8XUwvW8DCGFuF1wpViGB1iZtDuxDUt/LUY0fSSn55MR98AAyOvdl4JhGh6mU08GxoaiIqKIiEhQdu1BgcHiYqK0ibE/f392sK+Simtc3+rVex0hn29SV49PT24XK5OLUYNlpuv4O7+9XHP9ve4Kwd9AvjjbCctm3BaLJbunp4erTa1Js6s0vCq7ibK0ZHh9A/P3UdzLnxFUUSIDbXQO64vscpkEkrysjhT1cDEpDOgoullungODg5SX19PUZF/5Qn9pb29neTkZG32dArn8PCwthq1sHrnOAPhCbe1tTEyMlKrxajBcjOqlDqolDrt2V7BXYD/lFLqytCXB33rCeZBRFra2tq2eAsE6EgH94qKjizF1RpeFZGpRKgr1v7Fpy+4Zm1MZDiNHT2whN9vX/FMDx2iubGBhLCgK55bLNaIMPKL1nO44hJKKXbu3Bkw0fTirTB0+LC7J/uOHTuwWPR9PZRStLW1sXfvvNMnfqNT7Pr7+7WGfXU2dJ/xs78EWzqrNoWGhtLc3DzR399vCOfVye7plYNwt8yck2XzOCcmJupbW1tXrUDpDK+Gh4czMqIvyS46Opr+/n4ttmIiw+kbGtHmwSZERzLgNOFMyNQimgDEpxMWFobD4UBXNx1/CA0NnSpeofua3d3dREdHa7M7OjpKSEjIqgz76lynCqt77jUkJIT6+voRoE2LUYPlppBplYNwNy+Zk2UTzt7e3qrW1lalO7y6GkXY603rWhMdExOjTThNJhOR4aGLyq6dCREhIymexg5/av37QXw6fX19lJWVsW/fPvLy8jh8+LC21z8TSimam5s5ffo0u3btYsOGDVoKw/uie1mL7rCvzkSj1ey9BqJgRENDwwSGcF6t/AuruHIQDoejpbGxcXS1ip3OdaHg9hIHBga02IqJidFmCyA5Lpr2Xn32Mm0JNHb2LL0OsY9oeuc0U1NT2bp1K+fPn6eiokJ7Af3x8XFOnjxJV1cXe/fuJSoqasm1baczPDzM5OSk1vWbOoVTKcXk5KQ2L1Gn96q75m0g5kubm5sVhnBerazqykEAbQ0NDeO6hVOXVxAUFDTVHFsHOr1Eb9k9XcXebbHRdGoUziCLmdT4GOrbl+B1ziCaXqKioti7dy9BQUEcOnSI1tbWJf8/TU5OUlNTw9GjR8nKymLz5s2XhVF1imdFRQUFBQVLsuHLxMQEk5OT2ub9vE2idaHTex0aGtKatORyubSV2/MKZ29vrwD+14s0WE2s6spBAK319fVa13LqrjEbHh7O6OjiM0590elxehOEdNWsDQ6yYDKJtk4pAGvSbDS0dzO50PB0fPqcoulFRMjLy2P79u309PRw8OBBKisrF/T/pZSiv7+fs2fPcujQIZRS7Nu3D5vNNuPxOsSzr68Pp9OpdVlLZ2fnVDKTDvr6+rR6w7qTlnQuudGJN+zrcDgm1GpuwusHInKbiFSKSLWIfHqG50VE/sXz/FnfDiIi8iMR6RSR89PP8zz/CRFRIpLgefxaETklIuc8/77G59iDnnF4+5Tq+6DPzLe5snLQvfOdtGxZtUBLY2Oj6BTO4OBgHA6HFlvwakhUx9231WplcHBQw6jcJCUl0d7eTm5urhZ7yXExtHb3kZuq53NpMZvJSk6gpqWDgsxU/07yeMvziaYv4eHhFBcXMzExQWtrK2VlZVNZl9HR0Vit1qmqUu3t7TgcDgYHB+nv72diYgKr1Up6errfhQ2W0s9TKUVFRQXr18+ba7AgWltbyc/P12avo6NDm0fscDgICgrSFl4dGBggNdXPz9M86K4a5HQ66e/vR0Suam9TRMzAd4HX4l7DeFJEnvJW1PHwOiDfs+0E/s3zL7ibPz8KPDmD7QyP3Uaf3d3AG5VSrSKyAfd6Sd/yXO9USpVqeGnzopT6oc/fr/P3vGUTTqXUZEpKij0oKEjrUg2z2czExISWbMXo6Gh6e3u1fFF9E4R0hIaSk5MpKyvTJpzpSXEcK68mJyVR249cdnICh85WkpoQR1T4PAkYixBNX4KCgsjKyiIrKwulFGNjY/T39zM8PIzT6WRycpL+/n4sFgtJSUmsXbt20XN4ixXPpqYmwsPDtVf3GRsb0+aFOZ1OhoeHtS3R0Okhgls4da2nHRgYwGq1arHldTCrqqowmUwVWoyuHDuAaqVULYCI/By4A/AVzjuAJz2e9TERiRGRFKVUm1LqJRHJnsX2t4B/AH7n3eFZK+mlHAgVkRCllL5sPD8RkT8DV/wAKqVumuu85fQ4sVgszV1dXek6vcTo6GgGBwe1lDGLiYmhtlbfcizv2HTUJg0PD8fhcMx8k7CI9ZwhQUGEh4bQPzxKbJSe+S2TycSmvEzOVDewr3jt7IK8RNGcjogQHh5+mY2Ojg4KC+fuFboQFiqeY2Nj1NTUsG/fPm1jAGhsbCQjI0ObvZ6eHhISErR6iLpuFFwuF06nU9sSHp2i7v0eVlZWqv7+fu3ekYSEIvl5uswliIjvGB9XSj3u8zgNaPJ53Myr3uRcx6QxR1KUiLwJaFFKlc3x+fpr4JVpovljEXECvwa+FOAw+Cd8/o4A/gaYd45tOec4cblc56qqqgB98w061zh6k41W49jA/ePd1dWlzV5OciJ1bfrsAcRERpAQHUl1S8eVT3rmM0GfaC4n/s55KqUoKytj/fr1WteDepfNpKcvPCFsNlZ7NSNdnjDoHdvo6Cjh4eGcO3duaHh4uFyL0cDRrZTa5rM9Pu35mVRt+o+gP8e8erBIOPA54PNzHLMe+BrwAZ/d71RKFQP7Pdu7ZztfBz4Vg04rpQ4ppR5kNRV5B+js7Cy9ePHipM76qzqzV8Ht2elKwomPj6e7W9P6Rtzh2vb2WatALZj46EiGRse0JgkBFGSk0N7TT8+gz/+xT/bv1SiaXvwRz5qaGsLDw7Um8IBb5OLj47WJse6i80qpVV3NyCt2OvCO7ezZs+PAJS1GV45mwDeMkY47UWahx/iyBsgBykSk3nP8aRFJBhCRdOA3uNdQ1nhPUkq1eP4dAn6KO4ysFRH57DyH/M4z7zsryyqck5OTlWVlZUM6M06joqIYGtLXmECnlxgVFcXw8LC2tYfe5KUZ7S1iWYqIkJ2cSL1mr9NkMrGtMJez1Y2MjjuuGdH0Mpd4dnR00NHRwYYNS2+z5otSitraWm1z3BCYovPR0dHawr46PUS73U5wcLD2sdXU1AhQr8XoynESyBeRHBEJBu4Cnpp2zFPAPZ7s2l3AgFJq1jCtUuqcUipJKZWtlMrGLbxblFLtIhID/B74jFLqsPccEbH4ZN4GAbcDM2bqLpG3zfWkUupbSqk5lwcsq3ACl86dOzehuxKOyWTS1iVF59hERKvXKSLExsbS26sviS8jKY723n7sE/oKtQOEhQSzKS+T0prmqf+ba0E0vcwknkNDQ1RUVLBt2zZtYvT/23vz8DjP6u7/e2a077tG+75akmVJ3mRbDoSWJLRNaAuBsC8N9CUsKS1QaNOXEggBfsWkTQgJW0KAkIVAQpI3gTS2ZWuXLcmStcvapZnRSDOjbUaznN8fsyA7stZ7pJF8f65rLs/y3PfzjCzNd865z/09LrRaLQICAoTuaRSdpvV2NyORRUuuLx0LCwtLzCw2ZbPNMLMVwD1wVLd2AniGmTuI6NNE9GnnYa8AGADQB+BxAP/HNZ6Ifg2gFkAeEY0S0SfWOOU9ALIB/Ps12078AbxGRG0AWgCMOc8lmi2vxW1rcRCAydHRUURERMC11ikCVwQrIuUUHh6OK1euCLgqByqVCmq1WljaLjk5GSMjI8L2BSoUCmQlxaN3ZAJFmeKKTgAgKiMfGT7BaGxsRG5uLi5durQnRNPF8oKh/fv3o6WlBWVlZUK3PACOaLOrqwvl5eVC55yYmBBavKTRaIRtk2Fmry0MstvtsNvtGB0dhY+Pz/DaI7wfZn4FDnFc/tyjy+4zgM9cZ+z71zF/+rL79wO4/zqHivslvz5bTjtsa8TJDjRGo9FrXXpc1nvCTNBjYjA1NSVsvujoaBgMhpX7mm4iXQsAybFR0BnnsGASVA2+rAgoJSUFYWFhqKurQ0VFxZ4RTRdxcXHIzMzEuXPnUFBQIGy7w3LGx8cREREh1N1namoKERERwjrALCwswM/PT9h8oh2DDAaDMOE0Go0ICwvDhQsXsLi4eFbIpJLtZMsfxtudqgUz1zY3NyM4OFhYBxHRXq5hYWHC5lMoFAgJCRG2DktESEpKwujodbafuERrmXitZ8781ER0DQuw27zmnDMzM9BqtcjOzsalS5eEpdS9hbm5OfT396OgoABdXV1CjeEBR3TT29uL3NzctQ/eAENDQ0hLSxM2n+g0rUajQWxsrLD55ufnhX1pc4nw+fPnjTqdrlrIpJLt5NmtTrDtwjkxMfG/dXV1iyKjxNDQUKEuPaKrV0XPl5qaiuHh4fVFsesU0rjIMCyal2DYQpPrlUTTtaaZl5eHlJQUnD9/Xpit4U6j1WrR2NiIAwcOICsrS6gxvIvBwUGoVCphHT0Ah8fqwsKC15rOA44iq+tZIW4UTxUGVVdXmwA0C5lUsm0w8wNOm8CfXe+21hzbLpwAms+ePTsrMkoUXSAUFxcHjUYjZC4AiI+Ph1q9wr7GTeLv74/Q0FDodLqND76OgBIRijNT0No/DLt9E5mMVUTT9U0/OTkZJSUlqK+v39y1ewmuCtfu7m4cPXrUXcAiuqvKwsIChoeHkZ0tbCM8AIcYp6WlCRMS0abzS0tLsNvtwr4siEzTuuYLDQ3F2NiYnZnFfSOWbCd/APASHOb8sQBOw9GLMx7AmtZ2OyGc/T09PcLNAVwuPSLw9fWFj4+POFN1Pz8oFAqhhvSZmZlbczlaQTzDggMRHxmO3rENfBasIMSrVc9GRkbiyJEjuHz5Mrq7u4W3CfM0S0tLaG5uhsFgwNGjR9/y4S5KPF0mCkVFRcLWDQGHxd7ExIRQEwXRpvMio01A7H5QV2HQ+Pg4lErlkJBJJdsOM/+WmX8L4CAcvrlPMPPPmfk2eFMjaxfMbLfb7dq5uTnhBUIit2l4Il07Pr7afuGNERERgaWlJWHrxC5yklVQTxtgnF/Hl4YVxHc9W04CAwNx7JjDnOPcuXNC0+yeZHx8HOfPn0diYiIOHDhwXQ9iEeI5NDSE4OBgoV1VAMd7UKlUwlprAcDY2BgSEhKEzSc67Ts9PS3E9hJwFC2FhYWhubkZJpNJFgbtfuIAuDdHE1G287lV2YmIE8xc29TUhODgYGHrXaLToaKF07WNRKTtYk5ODrq7uzc/wQrCp1AQSrPT0NI3tHrKdpOi+efzKJCXl4fS0lK0tLSgo6NDaKcbkczNzaGxsRHj4+M4duzYupoAbEU8FxYWMDg4iMLCws1e8orY7Xb09/cLNVEwmUwwmUxCIzqRVns2mw0mk0lYRbIrej1//vzs1NSULAza/dwL4E0iOkNEpwG8CeCLaw3aEeGcmJh45Y033pgT7TNrt9uFffguN1UXgb+/P4KDgzEzMyNkPsDx4by4uLi1iO16KduocHSPXCdC3qJoXnWusDAcP34cISEhOH/+PHp7e2HbaE9PD2EymdDa2oqLFy8iPT0dFRUVG+qwshnxtNvtuHjxovAULeCIYlUqldB9piMjI0hNTRU239TUlFDTea1WK7Q611UY9Prrr5sA1AibWLIjMPOrcJgx3APg8wCymPnltcbtiHACOPvKK68IrawFxBf1iDZVT0tLw9CQuGURIkJBQQE6O8V3NcpNVsEwt4ixqWuEXqBoulAoFEhLS0NVVRWICGfPnkV3d7fwrR3rxWg0orW1FfX19YiNjcXx48c3/eG7UfFsb29HXFyc8BSt1WrF4OAgsrKyhM3JzBgbG0NSUtLaB6+T3eBm5Ovri6mpqXlm3r0VbhIAABH5w2Hs8J8A/gPAPc7nVmWnUrU6nU437+fnJ1Q4vX0bSUxMzPXNCzZJVFQUAGytSvU6VbbleRnoG52Efm7hutW4Im30lEolsrOzUVVVhYCAANTV1aGxsRETExMe3/9pNpsxNDSEc+fO4fLly1CpVKiqqkJiYuKWo5/1iufg4CAsFovwKloAGBgYQGpqqtBuLVNTUwgPD/dq03mR65uuwqDGxkYoFAq5vrk3eBRAIYAfAHgIjsKgH641aLst99woFIozFy5cSFcqlcKaPYeFhWF2dhZ2u12IV6hrywwzC0kdERFSUlIwPDws9Jt/YWEhWltbcezYsc1f5wo9PX19lCjPy0Bj7wiOxqe+pYLUU96zSqUSaWlpSE1NhV6vx/j4OLq7uxEYGIj4+HhER0cjJCRkS/8nNpsNRqMRWq0WarUaRIT4+HiUlZV5xN1orX6eU1NTGBkZQWVlpbA0pYulpSWMjY2hqqpK6LwDAwPIy8sTNp8nTOcjIiKEzTczM4OIiAj86le/mhsfH39ByKSSnaacmUuWPT7t9MpdlR0TzvHx8d+99tprf/vhD384dGpqSkj5uctUXafTCVnXcJmqu5r9iiA1NRXnz59HZmamsA/I0NBQBAcHQ61Wby0ttYJ4hiRnY59fGJqamnD06FH3F5ztMGx3/fxdEcPc3BzUajW6urowPz8PHx8fhIWFISgoCP7+/ggICIC/vz8UCgVsNhvm5ubcxSEmkwlmsxnz8/PuNeGwsDBER0fj0KFDwv1lV+J64rmwsIBLly7hyJEjQqtdXfT09CA7O1vo3PPz87BarcJNFERuQ/FU2vfVV19dACAjzr2BhYhymbkHAIgoD8CaKcEdE04AZ1999dXFL33pS6FjY2PC/mBc6VVRBQHJyckYHh4WJpy+vr6IioraushdQ35+Purr6xEXFyeuM4czNRsXF4eFhQU0NTXh4MGDMBgMO9LlJCQkBCEhIe5o3WKxwGAwuIXRYDC4G5GbTCZ0dXVBqVS6RTUkJASxsbEICwvziECth2vF0263o6GhAaWlpcIMBJYzPz8PnU6HffvW3Jq2Ia5cuYKMjAxh8zEzxsfHceLECWFzajQaoWlvrVaLlJQUTE1NLTCzuL1vkp3kXjg6sozA4WGbDuDDaw3aMeFk5umEhISFgIAATE9PC0uHxsTEoKOjQ9h80dHRaG9vh8ViEbaWk5mZiba2NqHCGRgYiKSkJHR3d6OgoGDzE13Hli89PR02mw21tbVYWlrC4cOHd9yw3dfX97pfaE6fPo2KioptvqL14RLPmhpHUWZJSYmwdbjlMDNaWlpQXFwsNP1rtVqh1WqFbpfRarWIjIwUbjov6m92bm4OgYGBrvXNM0Imlew4zHyWiHIBuNYceph5za0ZO1VV6+JPZ8+e9XpT9eTk5Oubqm+CkJAQ+Pj4CLedy87OxtTUlNCCq+VERUW5P0BEeqfeiISGhsJms8FmswntArKcK1euICIiwl1AJgpXoZHInqPebjrvmu/FF180jo+PPy9sYsmO4+yn2g0gDMC9ROS121EAAJOTk798+umnp729GjYlJUW4eYFrG4nIOYkIpaWlaG1tFW5l51rTPHHiBGJjY9HY2Og1+y13GwsLC6ivr8eBAwdQUlIi3BgecKRoh4eHkZ+fL3ReV6FRenq6sDnNZjMWFxe9er3UZQP44osvmgG8IWxiyY5CRP9JRG/C0cD7cwCMAL681ridjjjPv/HGG7bY2FivN1UPDAwUGsktL+gRSWhoKBITE7fmKHQN1xYCZWVlIT4+HrW1tUL9d28EpqenUV9fj5KSEkRHRws3hgf+nKItKSkRvpbriUKjkZERpKSkCDWdt1gswpYSXKbzIyMjsFgs/cy8N9r7SADg7QCSAfwGwBMAnmLm9rUG7ahwMrNFoVBcaG9v93pT9YyMDFy5ckXYfICjoKe7u1to1Ak4UrY6nU6I0F+vejY9PR15eXmora0V6oa0lxkeHkZ7ezsOHz58VfpUtHgODAx4JEW7sLAAnU4n1CCemTEyMiLcdF50tBkXF4cXXnjBrNPpnhA2sWTHYebjAIoB/BHAIQBvENGFtcbtdMSJiYmJnz/33HPznkjXjo2NCZsvOjoas7OzQsU4MDAQMTExQtdPAUfKdv/+/Whtbd1SOnWtLSexsbE4dOgQ2trahL+HvQQzo729HWq1GpWVlSv+LEWJ59zcHEZGRoSnaAGgu7sbeXl5QguNJicnER0dLdSYwROm8wkJCfj1r39tNJlMvxc2sWTHIaIEAH8D4G8BvAOADsBv1xq348Jps9lefe655xY8sS45OjoqLJojIqSnpwu1zAMcRu19fX3C1wtDQ0ORmpqK1tbWTf0M1rtPMzg4GJWVlRgbG0NHR4dc97wGk8mEuro6+Pr6oqKiYtWq0a2Kp8ViQXNzM0pLS4WnaI1GIxYWFoRGcoAjOhZtOm82m4WbzlssFkxOThqYeULIxBJvYRTA9wD0AfhLZr6Vme9fa9COCyczG+bn58enp6eFmqr7+fkhJCREaBoxOTkZ4+PjQgtv/Pz8kJSUhMHBQWFzusjIyIBSqUR/f/+Gxm3U3MDX19dtInDu3DmPVfXuJpgZo6OjqK2tRWZm5rojtc2KJzPjwoULyMrKElpk46KzsxMFBQVCo02DwQClUim0qnh4eBgpKSnC5puamkJ0dDReffVVu8VieVbYxBJvoRzAdwEcB9BORP9LRP+51qAdF04AMBqNTz7//PNL3m6qrlQqhaeAAce+zuHhYaEeti6Ki4uhVqvXXYS0WUcgIkJ2djbKyspw6dIldHZ27rom1aIwmUxobGyERqPB8ePHNxylbUY8u7q6EBoaKnSt0IWrz60ntrWIjDY9aTr/5JNPTut0uqeFTSzZMYioyHWfmVuY+b+Z+b3MnAXgUwAG15rDK4Rzbm7uV48//rhBdLo2OjpauKl6eno6BgYGhBb0+Pj4ICMjAz09PcLmdKFQKFBRUYHOzs4197aKsNELDQ3F8ePH4ePjg+rq6huqcMhV6FJbW4vU1FSUlZVteu1uI+I5NjYGo9G4NeOL68DMuHz5svC5Xe3wRLb8mpqaQmRkpHDTeV9fX7S1tS0AuCRkYslO84vrvcDMvcz807Um8ArhZObJ6enpkenpaej1eqHrkklJSUILV1wFPSMjI8LmBBzRsV6vd3+7F4m/vz8OHDiA5ubm6/YrFek9S0TIyclBWVkZuru70djYiLm5uS3N6e1oNBr3F4Vjx44J2Xy/HvHU6/Xo6+tDWVmZcHN4AOjv70d0dDTCwsKEztvV1SW80Ei0icLs7CxCQkLw29/+1maxWJ5g0eXvkp1iy/+PXiGcAKDT6f77ySefXIiKihLqqJOamorh4WGhEWJOTg76+/uFFsK4KmHb2to8UmATHh6O3NxcNDc3vyWF6inD9tDQUBw5cgQZGRloaWlBS0uLsC1H3oJer0dNTQ1GRkZQXl6OkpKSDTW7XovVxHNxcREXL15ERUWF0KpUF7OzsxgbG0Nubq7QeY1GI+bn54UWGplMJszPzwtd352YmIBKpcIPf/jD6enp6Z8Im1iy6/Ea4VxaWnr+ySefnE9OTha6Lunv74/Q0FChYuypgp6QkBCkpKSgq6tL6LwuEhMTERcXd5V4bkeXk5iYGBw7dgzx8fGor69He3s7FhZ29x7y6elpNDY2orOzE/v27UN5eTmCg4M9cq6VxNNsNruNFDxxXmZGa2sr9u/fL7xCt7OzE4WFhUKjzcHBQaSnpwub02U6b7fbMT4+rmVmseX0kp1ky78kXiOczDxrsVhaBgcHMTs7e92U4mbIzMzEwMCAsPlcc3qioCczM9NjKVsAyMrKQnh4OC5evIjp6elt63JCREhISMDJkycRGRmJCxcuoKGhAVqtVrgBhKew2WwYGRlBdXU1+vv7kZWVhaNHjwrb+rAay8VzdnYWdXV12Ldvn7Cmz9fS19eH6Oho4RW6nig0stlsmJiYEFoYpdVqERUVhaefftpkNBofFjaxxBvY8mZ8rxFOABgbG/vBj3/8Y4NrD6YoIiIisLS0JDTK8fHxQXp6+oa3eqyFy2/WUylbAMjNzYVCoUBdXR0OHjy4rV1OXOvOx48fR05ODsbGxnDmzBn09PR45TooM2N6ehqXLl3C2bNnMTc3h4qKChw8eFB4lelaxMXFITs7G2fOnEFWVpbQwprlzM7OYnx8XGiTasDxs3RtaxHJ+Pg4VCqV0MjYtV76k5/8ZHZ+fl5W0+4hmPmo6z4RfYCI3rLOQUTZRLT/enN4lXACeP3FF180q1Qq4abqnog609LSMDk5KdyvNTg4GKmpqR5L2c7MzECv17vTwju1bSQyMhKlpaU4duwY/P390dHRgdOnT6OjowM6nW7HrstqtWJ8fBwXL17Em2++iaGhIcTGxuLkyZMoKCjwSN/M9WA2m9Hf3+9eYxdtDA/82ed2//79QrufAI4CqsDAQKGFRsyMK1euCDWdN5lMWFxcxNjYGObn53tk7809zU8B/D8iCr3meQbww+sN2slG1m+BmS0qler3r7/++idSUlIUMzMzwr7Vq1QqdHd3w2q1Cuv5p1AokJOTg56eHpSUlAiZ00VGRgZqamowPT0tNLJxrWm6+mn29PSgubkZ5eXlwj8o14uvry/S0tKQlpYGm80GrVaLkZERtLa2IjQ0FOHh4YiIiEBERITQwhvA8cG7uLgIvV7vvi0tLSEuLg5paWkoLS31SLXqRjGZTKivr0dBQQHi4uIQGRnpbobt7+8v7Dx9fX2IiYkRnqJlZnR1deHgwYNC552enkZQUJDQLzMjIyNITU3FAw88YJicnHxQ2MQSb6QDwO8BnCaiv3I5QzFz/wpi6sarhBMA1Gr1977zne/c8eKLL8YODQ0JEw2FQgFX4VFWVpaQOQFHwU1/fz/m5+eFFmm4UraNjY2orKwUIhgrFQLl5uaiv78fdXV1qKioEC5MG8VlMqFSqcDMmJubg8FggEajQW9vL5aWlhAcHIygoCAEBARcdfP394dCoQARgZlht9vBzLBarTCbzTCZTFfd5ubmYDabERgY6DZFz8jI2LGI8noYDAZcvHgRRUVF7sbdrmbYIsVzZmYGExMTOH78+JbnupbR0VFER0cLXxbo6+sTWvXrMlE4cOAAfv/73y/Y7fZXhE0u8UaImR8iolEAbxLRh5m5welhe921Mq8TTmbuSUxMHDcajbEu8wJRpfYZGRmorq5GamqqsDmJCPn5+ejq6kJ5ebmQOV0EBwcjPz8fTU1NOHLkyJYiwtWqZ7OyshAcHIyamhqUlZUJ37O3WYgIoaGhVzniMDPm5+exuLjoTqnNzMzAbDbDbDbDbrfDbrdjfn4e586dAxFBqVTC39/fLbDBwcGIjo5GcHCw1zfkHh8fR09PD8rLyxEaevUXYJHiubi4iJaWFhw+fFh45sFms6Gvrw+VlZVC53UVGkVGRgqbc2pqCuHh4Xj++eetNpvtCWaW5st7GwYAZv4tEY0A+DkRWQDEAfjC9QZ5nXACwNTU1AM/+MEPHv/85z8fOjw8LCxCdBX09PX1CS1QiIuLw8DAAHQ6nfAqR5VKBaPRiPb29k2ng9ez5USlUiEoKAgXLlxAfn6+kA38noCIEBISsqa/6enTp1FVVbVNVyUeZkZPTw+mp6dx7Nix637REyGeNpsNTU1NKC4u9kihWF9fH5KSkoSmlF2FRsXFxcLmBBw2gHl5efjgBz84MzU19T9CJ5d4Ix913WHmRgD7iCgLgJaZjdcb5G3FQQAAi8Xy22effXY+NjZWuHlBWloa1Gq18IKekpISXLp0CVarVei8gMNwwWKxbGrf6Eb2aYaFhaGyshIDAwPo7e3dNdtE9hpWqxVNTU2wWCw4cuTImtmRrXRVcRUDpaSkuNPAIjEajVCr1cjOzhY6rycKjebn52G1WtHT0wO9Xn+JmcWaUnsxRHQLEXUTUR8RfWWF14mIHnK+3kZEZcte+ykRaYio/ZoxUUT0RyLqdf4buey1EiKqJaIOIrpERAHO5+90zt9BRN/x0Ht1tw1j5rZrX2fm/tVEE/BS4WRmi9Vq/dkzzzxjjY6OFupfu7ygRyRBQUFIT09HZ2en0HmBP693joyMbMjIYTPmBn5+fjhy5AgWFxdx4cIF2SZsm1lYWEBNTQ3i4+NRVFS07sKkzYpnX18ffH19hValurDb7WhpaUFpaanQ9K+r0Eh0z9ErV64gIyMDDzzwwPT4+Pj/FTq5F0NESgAPA7gVQCGA9xNR4TWH3Qogx3m7G1dXnP4cwC0rTP0VAG8wcw6AN5yPQUQ+AJ4C8Glm3gfgJgAWIoqGo1PJzc7n44noZhHv8RrStzqBVwonAExNTf3gO9/5jj4jIwNXrlwROndiYiL0ej3m5+eFzpuWloa5uTlMTU0JnRdwFM1UVFSgra1tXftRt+IIpFAoUFJSgpiYGFRXV3vMjEHyZ5gZQ0NDqK+vR1FREVJTUzc8x0bFU61WQ6vVoqioaM1jN0Nvby/i4+OFr5l7otDIarVCq9VCoVCgtrZWD+CcsMm9n0MA+ph5gJmXADwN4PZrjrkdwJPsoA5AhLOABsx8FsBKHxK3A3jCef8JAHc47/8lgDZmbnWO1znXkjMB9DCzq0XWnwD8nYg3KBqvXOMEAGZWJyYmnqutrb09LCyMjEajsD9ATxX0uPxmGxoa3B1CRBIYGIj9+/ejqakJlZWV151flI1eWloaYmJi0NLSgoiICOTn5wu3X5M4CnNaW1sRGBiI48ePb6lwbb1rnrOzs+js7ERlZaVHtiEZDAao1WrhFbo2mw39/f3CC42Gh4eRnJyM733ve3NGo/GbO27oHhAAZAuLqGOIqGnZ48eY+bFlj5MALO9aMQrg8DVzrHRMEoDVGnvHL9veMUFEcc7ncwEwEb0GIBbA08z8HTiaSecTUbpz/jsAeKLMf+9Y7q3ExMTEV7761a/qPGFeEBcXB7PZDIPBIHReV8r28uXLQud1ERUVhfT0dFy4cGFFgwDR3rPBwcGorKxEYGCgjD4Fw8wYHh5GXV0dsrKysH//fiHV3mtFnmazGc3NzSgrK/PI9iO73Y7W1lbhKVrA4UmbkJAg9Lpd/w+RkZF46qmnjIuLi9dtO7VLmWLmimW3x655fSUhufaLw3qOWS8+cDSO/oDz33cT0c3MPAPgHwH8BkA1HH0xxReN7KXuKCvBzN3j4+OXBgYGoNfrhRf0FBQUeETg0tLSMD8/75GULeDo+BIREYGLFy9eVcDjKcN2IkJmZiYOHjyIzs5OdHR0yLXPLbK4uIj6+nrMzMzg+PHjwu3zrieeS0tLqK+vR2Fhoce2HXkqRWuxWCCyyt6FWq1GZGQkHn300QWTyfT/MbP4jvLezSiAlGWPkwGMb+KYa1G70rnOfzXL5jrDzFPMvADgFQBlAMDMLzHzYactXjeA3k28n7X4susOEamIKNh5X7m8gGk1vFo4AWBiYuJf/vVf/1XniYKeyMhI+Pj4CBc4V8q2vb3dI1W2gMO4ICgoCK2trWDmbely4oo+AwICUF1djbGxMVl5u0FcVZv19fXIzMwUFmWuxLXiabFYUF9fj7y8PHdKVzQus4qcnBzhc/f39yM9PV3oEggzo7u7G8nJyXjkkUfmDAbDo8Im3z00Asghogwi8gPwPgAvXnPMiwA+7KyuPQLA4ErDrsKLAD7ivP8ROBx6AOA1ACVEFOQsFDoJ4DIAuNK5TgH7PwB+vLW39laY+Y/LHv4eQJDTr7YJQC0RfXutObxeOJm5uaura9DV5Fp0QU9BQQE6OzuFC0BQUBAyMjI8lrIFgPz8fPj6+qKpqQktLS3b1uUkKysLR44cgU6nQ3V1NTQazdoDb3DsdjsGBwdRXV0NpVKJEydOeEy8luMSz9raWtTW1iI7O1toH8zluFK0nvC5NZvNmJycFNqoGvhzodGvfvUr89LS0mPOCOiGgpmtAO6BQ9A6ATzDzB1E9Gki+rTzsFcADMCxDvk4HKIGACCiXwOoBZBHRKNE9AnnS98G8BdE1AvgL5yP4UzJ/hccgt0C4AIzv+wc8wMiugzgPIBvM7PYaOmtBDiLkW4G0MTM+QD+eq1BXlsctJzJycl//vd///fnH3vssSjRBT0hISEICwvDxMQEEhMThc0LOFKqdXV10Gg0HvmQdLXqqq+vR3x8/LZaxQUEBKCkpATz8/Po6upym0qIdHHZC7j6OrrSl1st/tkMkZGRsNvtsFgsHu3o0tPTA5VK5ZEUcE9PD7Kzs4UKst1uR19fHw4dOoTbbrvNqNPp/j9hk+8ymPkVOMRx+XOPLrvPAD5znbHvv87zOjgEaaXXnoJjS8q65vIkRBQF4P0Afud8as1UvddHnE7O1NfXq13eoqILevLy8tDd3S28tyYR4cCBA+jo6BAeKQOONc22tjZUVVXB39/fnbbdToKDg1FeXo59+/ahu7sbjY2NMBpX3Tt8Q8DM0Gg0OHfuHHQ6HY4cOYKCgoJtF82lpSXU1dUhPz8f+/fv35RJwnqYmJjAzMyMcKMDANDr9TAYDEhKShI67+DgIBITE/Hcc89ZzWbzM8ysF3oCyW7guwB64Fiz/QMRhQF4fa1Bu0I4mZk1Gs0XvvjFL854oqAnICAAWVlZHkmrBgQEoLS01O0EI4rla5rBwcEoLCxEQEDAdattPU14eDiOHDmCjIwMdHR0oKamBpOTkzfcGqjVasXg4CDOnDmD8fFxlJWVoaSkZEc8cc1mM+rq6pCbm4vExMQtOQythtFoRHd3t0c67CxP/4rsUmOxWDA0NISUlBTcd999MxqN5uvCJpfsGpj5KWaOYeabmdnCzEZm/tJa43aFcAKA3W7/Y21t7dDIyIhHCnpSUlKwuLjokfW6yMhIZGVl4cKFC0KEZKVCINfe1NDQUDQ2NnqsKGktYmJicPToURQXF0Oj0eDMmTPo7e31SJTjTczOzqK9vR3V1dVYWlrC0aNHUVpaKrRjzkaYm5tDbW0t8vPzr1rTFC2eZrMZFy5cQHl5uUe2tnR3dyMxMfEtBvdbxVVo9Pjjj5sXFhZ+tmzTveQGgoiiiegpp2Wgmoh+SURrek/uGuFkZlar1Z+65557dJ4o6HFVwnZ0dAhP2QJAcnIyQkNDt9yceq3q2dzcXCQlJeH8+fMeSQ+vl9DQUJSUlLgNyuvr69HY2IjJyck9s5XFbDZjaGgI586dw+XLlxEdHY2TJ08iNzdXqKH5RtFoNGhqasKBAwdWXFsXJZ52ux1NTU0oKCgQLmyAI0Wr0+mEp39dhUbR0dF48MEHDVNTU98QegLJbuJhOAqUkgGMOR+vWVm9K4qDXDBzQ0JCQtvFixff5omCnsDAQGRlZaGjowOlpaXC5nVRUFCAhoYGjI2NbWq9Zr1bTpKTkxEcHIyGhgYUFxd7xLx7vbh8UNPT06HX6zE2Noauri4EBgZCpVIhPj7e61t7uXD1B52cnIRarQYAxMfHo7y83Ct6eDIzBgYGMDk5iaNHj64q3iK6qly6dAnx8fEeqdK12WxobW1FWVmZ8EbirkKj7373u/OLi4vfYeY5oSeQ7CYKmPl9gMPInplriOj7aw3aVcIJAJOTk/94zz33nKutrY1paGiASqUSuq6SkpKC8fFxj1TCEhHKyspQU1OD4OBgRERErHvsRvdpRkZG4ujRo2hsbERycjIyMjK2cOViiIiIcL9nlwA1NzfDbrcjLi7OvWneExZwm8VqtWJmZsbt6xocHAyVSoWDBw/uaFR5LTabDW1tjkYPR48eXdfPcCvieeXKFVitVuFmBC56enqQlJQkPJKdn5/HzMwM4uPj8fjjj+v1ev1/Cz2BZLdxlYcoEaVc78Dl7DrhZOZulUr1v6+//vrf5+bmKkZGRoTu7XKlbOvq6hAZGSm8CtLX1xcVFRVoaGjA0aNH1xVtbdbcICAgAJWVlWhpaYHRaERxcbHXiFJISAiys7ORnZ2NpaUlqNVq9Pf3Y3Z2FkqlEuHh4QgPD0dERARCQ0O35bqtVisMBoO7itNoNEKhUCAiIgLx8fEoKCjwSq9ek8mEpqYmJCYmIiMjY0MR2mbEc2pqCqOjo6isrBQeDQKO33edTodjx44Jn9vVVeW+++4zzM7OftVpai65cTlLRPudhvPRcOxl/eRag2g3Vj0SUVJGRkZLe3t7TH19PaqqqoR/oA0PD2N6etojKVsA0Gq16O7uxtGjR1e9dhGOQMyM/v5+qNVqVFRUeFWktBIWiwUGg8EtYrOzs1AoFAgODkZAQMBVN39/fwQEBLzFTeb06dO46aab3I+ZGRaLBSaTCSaTCWaz2X3fZDJhfn4eCoXCLdbh4eFeF/2uhF6vx8WLF7Fv374tZUg0Gg06OzvXFM/5+Xk0NDTgyJEjHklP22w2nDt3DmVlZcKjTYPBgI6ODsTHx+PYsWN9arU6j5m3vwR9HVTkpHH9f72lLeam8Pmb/9PMzBVCJtvDEFHIetP2uy7iBABmHouNjX38oYce+sLf/d3fBV65ckV4AUFKSgomJiY8Zl4QGxuL2dlZtLS0XHcdR5SNHhEhOzsboaGhqKmp2fF1z7Xw9fVFTEzMVddotVqxsLDgFrqFhQVMT0+7H19bcDQ3N4fTp0+/Zd7lohsYGIjIyEgEBAQgKCjI60VyOcyMwcFBDA8P4+DBgwgJCdnSfOuJPJeWltDU1ITS0lKPrel2d3d7JEULAJ2dnSgoKMAdd9wxrVarP+6toinZPpw+tV+Do9UZiOhPAL7BzKtWVu7KiBMAiCggPj6+p6GhIaW/vx/Hjh0TXg5vMplQW1vrUbeXzs5OmM3mt+xT85T37MLCAlpbW917P0W3PvMWro049xILCwtoaWlBaGgoCgoKhP4fXi/ytFgs7j2hnrLsm5mZQUdHB44dOyY8BTw1NeUqnLLffffdr0xOTq5pq7aTyIhzeyCinwOYAfDfcHSA+QyACGb++Grjds9X7GtgZpNOp/v0Zz7zmZmcnBx0dHQIP0dAQACys7PR3t4ufG4XLr/ZS5cuubfXeNKwPSgoCEeOHEFYWBjOnTvnsQ4uEvG4osyGhgbk5eWhuLhY+BeflbaquMzhPelz6ypuKi0tFS6aNpsN7e3tyMjIwGc/+1mdWq3+B6EnkOxmypn5XmcT735m/icAa37J2LXCCQAWi+WVxsbGtp6eHrZYLO4tAiJJTk6G1WrFyMjI2gdvAiJCYWEhAODy5cuYnp72eJcTIkJ6ejoOHTqE3t5eXLp0accMEyTrY2FhAbW1tZidncXx48cRHR3tsXMtF8+FhQU0NDQgIyMDCQkJHjkfM+PSpUtISUnZcsp5Jbq6upCSkoLvf//787Ozs//FzJPCTyLZraz0wbdmCn9XCycAqNXqj9599906lxWfp/xmBwYGMDMzI3Tu5ecoLi7G3NwcGhoacPDgQY93OQH+HH2GhobK6NNLWR5l5ubmeiTKXIm4uDjk5ubizTffREJCgnCf2OVcuXIFzOyRLVOurkoA8JOf/EQ9MzPzPeEnkexmvk5EEa4HRBQOYE37xV0vnMw8aDAYfvw///M/izk5Obh06ZLwc/j4+ODgwYNoaWnB4uKi8PkBR3XkwsICYmJiMDg4uG0er8ujz56eHrS1tWFpSVboewOzs7Ooq6tzR5nbWdBltVoxMDCAtLQ0jIyMeMwyUavVYnx8HCUlJR5J0brSv5/85CenNRrNx5wttCQ3MERU57rPzL9bbu7PzAZmfmGtOXa9cALA1NTU10+dOqUxmUywWq2YnBSfiQkKCkJxcTGampqEW8a51jQPHz6M8vJy2Gy2q9Y8t4OgoCAcPXoUkZGROH/+PLq7u2X6dodYXFzExYsX0dra6rG1zNVwFQKlpaWhqKjII8bwgGNrS0dHByoqKjyyP7arqwupqal46aWXrJ2dndXMfFb4SSS7kS1Xke4J4WRmk0ajef/73ve+6aKiInR2dnokaoqJiUFKSgpaWlqEidq1hUCutK1Sqdz2NmFEhJSUFFRVVcHHxwfV1dW4cuXKjnRbuRFZWlpCR0cHGhoakJCQgGPHjnm0f+b1rqGurg6ZmZlITk4GIN4YHnCIs2triycsF10p2uDgYPzTP/2TVq1Wf0z4SSQ3LHtCOAGAmWtHRkae/dGPfmTKzc31WCVseno6fH190dfXt+W5rlc96yoY8vf3R3Nz87aboiuVSmRlZeH48eMwm804e/YsxsbGbrgWYduF1WpFT08Pzp8/j9DQUFRVVUGlUnnElWc1FhcXUVtbi5ycnLd4QIsUT2bGhQsXkJ2dvSHbyfXiStHu378fH/7wh2emp6c/xcyeKVCQ7Ea2/Ie1Z4QTADQazb3f/va31YuLix5L2QJAUVERtFrtlqp419pyQkQoKChAdHQ0ampqYDKZtnLJm8LX1xf5+fk4cuQIdDodqqurodFopIAKwm63Y3BwENXV1VAqlaiqqkJqauq2CybgiNDq6upQVFQElUq14jGixLOzsxNhYWEeKzhypWhffPFFS0tLyxmTyfSSR04k2a1s+QNsTwknMy9qNJr33XnnndPFxcUeS9kqFApUVFSgs7MTs7OzGx6/kX2aGRkZKCgoQG1trceqetciICAAJSUlKC8vx8jICM6dO4fR0VGZwt0kS0tL6O3txZkzZ7C4uIjjx48jKytrx3xwh4eH0d7ejsOHD6+5zWWr4jk6Ooq5uTnk5+dv9nJXxZWiDQoKwhe/+MUpjUYjU7SSa/nQVifYU8IJAMxcNzo6+psf/vCHi7m5uR6psgUAPz8/lJWVobm5eUPivBlzg5iYGBw6dAhtbW0YHR3d7CVvmeDgYJSXl6OiogJGoxFnzpxBd3f3nm9SLYrZ2Vm0traipqYGSqUSJ06cQEFBgcdcqdbCbrejvb0darUalZWV6/593Kx4zszMoL+/3yOtwoCrU7Qf+tCHZmZmZv5hecWkRAIAzNxBREYimnXe7ERkcd7sRLRmNLTnhBMANBrNPz344IOTRqMRdrvdYynbsLAw5OXluVtjrcVWHIGCg4NRWVmJsbExXL58eUfTpYGBgSgsLERVVRUCAgLcTaplGvet2Gw2jIyM4Pz58+jo6IBKpcLJkyeRmZm5o3aHS0tLqK+vd3fr2ei1bFQ8TSYTWlpaNnWu9dLZ2YnU1FQ8++yzS5cuXTptMple9siJJLseZg5j5lAA/wXgfQD8nbe7APxorfF7UjidVbZ33H777bqcnByPpWwBICEhAdHR0Whra1tVNETY6Pn6+uLQoUMgIjQ0NAg3e9goSqUSaWlpOHHiBLKzszE+Po7Tp0+jp6cHc3M3bm9gZsb09DTa2tpw9uxZzM/P48CBAzhy5Aji4+N3ZA1zObOzs6ipqUF6ejry8vI2fT3rFU+LxYLGxkYUFxcjODh4s5e9KtPT0zAYDDCbzfjKV74yqVarP+yRE0n2Gu9i5meY2e68PQ3gbWsN2psO3wCYuS0yMvI/P/vZz/7ngw8+GN7a2oqKigqPfGi5vHLb29tRVFT0lnOI9J51FQ2NjY2hpqYG5eXlHrEp2+g1RUZGIjIyElarFWNjY+jo6MDi4iJiY2OhUqkQGRm5q7qPbBSr1QqtVovJyUnMzMwgMjISiYmJKC4u3nGhXI5arUZnZyfKysoQFha25fnW6qri8rnNysrymIGDxWJBW1sbioqKcOzYMZ1Go/mb9baHktzw6Ino3wD80vn4gwCm1xq0Z4UTAPR6/X+//vrr77rtttveVlRU5Nvb24vc3Fzh5yEi7Nu3D5cuXcLly5dRWFjo/rD0lGF7UlISgoOD0djYiMLCQo+Zb28UHx8fpKWlIS0tDVarFVNTUxgZGUFraysiIiKgUqkQGxu7Y+t6IllcXIRarcbk5CRMJhPi4uKQlpbmEaPyrcLM6Ovrg0ajwdGjR4X2ZL2eeFqtVrfP7bXbW0TBzGhubkZubi7+5V/+xaDVau93NiWWSNbDnQDuA/AcHNtUzsGRul2VXdtWbL0QUXh8fHx7dXV18tTUFNLT0z1qVt3a2oqAgADk5+d7tMuJC5PJhNbWVvj7+2Pfvn1eK0jMDL1ej8nJSWg0Gvj5+SEqKgoRERGIiIgQ3lxbdFsxZsbCwgL0ej30ej10Oh2USiVUKhVUKpXHUpAimJubc39xKSgo8Fjkv7wlmY+PDxoaGpCUlITU1FSPnA8AOjo64OPjg5aWFuvnPve50xqN5i95D3yoybZi2wsRhQKwr9WH0338HvgdWxMiqigsLHytrq4uqrm5WViaaiVcm7t9fHwwMzPjUdFcfs7R0VH09fVh3759Hmm8LZqFhQXMzMy4hWhpaQlBQUFuIQ0PD9+So8xWhJOZMT8/D4PBcN3ri4yMFN7/VTTMjIGBAYyMjKCkpGRbXIg0Gg0uX74MPz8/JCYmIj093WPnGh4ehlqtRlRUFI4dOzamVquL9koVrRTO7YGI0uBI02YAiARQA+BuZh5YbdyeTtW6YOammJiY737hC1/411OnToU1NzejsrLSIx98RISMjAy31+d2dDlxWeXFxMSgra0N4+PjXh19Ag5v3KCgIPcm+OUR3dTUFPr7+2E2m+Hv74+AgAAEBARcdd912+jeR2aG1WqFyWRy38xm81WPLRYLgoODER4ejpiYGGRnZwuPiD3N8ijzxIkT27ZHNDo6GgqFAnNzcx7L7ACOYqDBwUEcOHAAR48enVar1X+7V0RTsq08CuAUMz9HRBcAfArAwwBuXW3QDSGcAKDT6R78wx/+cPzgwYPvePe73+3f1NSEI0eOCE9bzczMoK2tDVVVVeju7kZnZyfy8/O3Zc0rMDAQhw4dcpsU7JboE3CIf3BwMIKDg68S06WlpavEbX5+Hjqdzv3ctXaECoUCRIS5uTlUV1fDbre/pdrZ19f3LSLsinADAgK8+gvHWuxElOnCarWisbERKSkpCA4Ovm7B0FZZXFx0L4F86EMf0k9MTPwHMzcIPYnkRiGBmZ9z3idm7ieiNavYbhjhZGYmovfcd999FwoLC/MSEhKovb0dJSUlws5x7ZpmWVkZWltb31Iw5EmICKmpqYiNjUVraysmJiZQWFi4K8WAiODv77/uD15mBjPDbrejuroalZWVICL3ba8zPz+PlpaWbY8yAYdo1tfXIyUl5ao1TdHiabPZ0NTUhJKSEvzgBz9YOH/+/Is6ne5/hEwuuRG5SgOJ6BCAhbUG7d39ASvAzItarfYd73vf+9S+vr6wWCwYHBwUMvdKhUBEhP379+9Im7DAwEAcPnzY3SZMq9Vu27l3CiKCQqGAj48PiAhKpdIdge5lXFFmY2MjCgoKsG/fvm0VzeVtyJaLpuiuKsyMixcvIjU1FXV1dbZTp051ajSaT255YsmNzNNE5IqefAE8AOAf1hp0QwknADDz2MTExB233HKLLicnByMjI5iamtrSnKtVz17bJmw7/V1d0efhw4dx5coV1NfXb8pbV+KdMDPUajWqq6uxuLiIEydObHsbMrPZ/JY2ZMsRKZ69vb3w9/fHwsICPvGJT4xrtdp3MvPOuoBIdjXMfD8ztznvFzHzzczcs9a4GyZVuxxmro+MjPzKnXfe+d3nnnsuoqGhAYcPH95UIc96tpy42oT19fWhrq4OFRUV21qR6Vr71Ol0aGtrQ1BQEPLz8xEYGLht1yARy/T0NDo7OxEYGIiKioptKUK7FoPBgIsXL6KwsHDVtfS1TBLWw+TkJKamppCXl4eKiooptVp9KzPrNn3xEgkAIvopVmgzxsyrNge44SJOFzMzMz++cOHCb77+9a/PlZaWoqmpCVardaNzrHufJhEhJycHmZmZqKmpgdFo3Mrlb4ro6GhUVlYiISEBDQ0NaG9v95gVocQzzM7OoqGhAb29vSguLkZZWdmOiOb4+DguXryIioqKdRWgbSXyNBqN6OrqQklJCd71rnfNaDSau5m5Y7PXLpEs4w8AXnLe/hdANNbhHHTDCicAaDSazzzxxBPnf/GLX5gyMjJw4cKFda9DbtbcQKVSoaysDBcuXPCY+fxqEBFUKhWqqqoQHh6O8+fPo6enZ8NfGiTby+LiIi5evIjW1lZkZWXh8OHDHtuLvBrMjK6uLgwPD+PYsWMbsnvcjHguLS3hwoULOHDgAO666y59b2/vt+bn51/Y7PVLVoaIbiGibiLqI6K3bCAlBw85X28jorK1xhLRb4ioxXkbJKIW5/PRRPQmEc0R0f9cc57/R0StRNRBRI8SkUcX65n5t8tuvwBwO4ADa427oYWTmW0ajeb2+++/v722ttYSEhKyriKerToChYWFobKyEgMDA+jp6dmRjiKuvZ9VVVVQKpWorq7GlStXZI9NL2NpaQkdHR1oaGhAQkICjh07tmbPTE/h2m5is9lw+PDhTVVqb0Q8LRYLGhoakJ+fjy996UvGurq6n+t0uu9t9volK+MUJ9fexUIA7yeiwmsOuxVAjvN2N4AfrjWWme9k5lJmLgXwPIDfOucyAfh3AP+8wuW8l5n3AygCEAvgPYLephsi+uj1XnO6TjWvJdg3tHACADObtVrtzffcc8+ViYkJO4BV23aJstHz8/PDkSNHYDab0dzc/Jb9iNuFUqlEVlYWjh8/DrPZjLNnz+LKlSsyAt1hFhcX0dnZifPnzyM0NBRVVVVQqVQ7ViG8sLCAmpoaJCQkYN++fVu6jvWI53Kf2x/96EfzL7zwwv/TarX/tOmTSlbjEIA+Zh5g5iUAT8MReS3ndgBPsoM6ABFElLCeseT4ZXkvgF8DADPPM/M5OAT0KpjZtYblA8APgCeiis+v9iIz/wszr/qBfEMWB10LMxuJqOquu+5qfPXVV1Psdju6u7vf0qVetPesQqFAcXExhoaGUFNTg4qKih0r2PH19UV+fj4yMzMxODiI6upqxMXFISMjY0fW0G5UpqenMTAwgIWFBWRkZODkyZM73lXGVVS2f/9+YVW7qxUM2Ww2t5HCyy+/bH7kkUcatVrtB/aCB+268QsEZRaJmi2GiJqWPX6MmR9b9jgJwMiyx6MADl8zx0rHJK1z7AkAambuXc/FEtFrcAjyq3CYr4tmy79HUjidMLOaiN7213/91+fPnj0br9fr0dPT4+6m4knD9rS0NISEhKCurk7oh9Nm8PPzQ25uLrKzszExMYELFy7Az88PGRkZiImJ2fN7IncCm82G8fFxDA4OIiAgAFlZWYiMjPSKn/Xg4CBGRkZw5MgR4V/qVhJPu92OpqYmJCQk4OLFi9Z/+7d/69Jqtbcxs0yBbJ6pNbxqV/pFu1ZcrnfMesa+H85ocz0w8zuJKAAOD9m3A/jjesduF1I4l+G0W7r15ptvfu306dOxWq0W/f39iIqK8niXk+joaBw+fBhNTU1IT0/3aEeJ9aBQKJCUlISkpCTMzMxgaGgIHR0dSEpKQkpKypYM2CUOjEYjhoaGMDU1BZVKtaMZh2ux2+1ob2+HxWJBZWWlxwwVlovnoUOHcOnSJcTExKC3t9d+9913D2q12rcx86JHTi5xMQogZdnjZADj6zzGb7WxROQD4G8BlG/kgpjZREQvwpH2lcLp7TDzRR8fn7++6aab/nD27NmY4eFh9PX14cSJEx5PWQYFBaGyshItLS3QarUoLi72ig4cribVFosFY2NjaGxshL+/v9vabztdanY7ZrMZk5OTGBkZga+vL9LS0rBv374dT8cux2g0orW1FSqValsaccfFxYGZ8eabbyIjIwNDQ0P2D37wg4MajaaSmWc8enIJADQCyCGiDABjcPSjvOuaY14EcA8RPQ1HKtbAzBNEpF1j7DsAdDHz6FoXQUQhAEKd8/oAuA1A9Rbf20qc3+oEUjhXwGq11vv4+Nx+0003/eHBBx+MTEpKwsTEBLKysjx+bh8fH1RUVGBsbAznz59HQUEBVCqVx8+7Hnx9fZGeno709HQYDAaMjo6iq6sLgYGBUKlUiI+Pl5HoNTAz5ubmMDk5CbVaDQCIj49HeXm510SXLux2O/r7+zE+Po7S0lKEh4dv23mHh4eRkJCAP/3pT7j//vuHnaK5930ivQBmthLRPQBeA6AE8FNm7iCiTztffxTAK3AIWR8cXq4fW23ssunfhxXStEQ0CCAMgB8R3QHgLwHoALxIRP7Ouf4Xju4lot/vZ5ddRxQcjayr4Eg7nwXwdWZedS/nDdGPc7MolcrjaWlpvz99+nSUWq1GeHi4e81zOzCbzWhtbYWPjw+Kioq8IvpcieXCYLfbER8fD5VKhdDQ0B1bpxPdyHoj2O12TE9Pu91ugoKC3F8svLU92ezsLFpaWhAbG4vc3Nxti4Bdpu0xMTEYGhqy33XXXWNqtfowM09sywV4KRX78rnhmceFzKUsqpL9OK+DsxDpLICn4BDODwI4wczvXHWcFM7V8fHxqUxOTv796dOnY3Q6HYKDg5GXl7etgjA2Noaenh6vij6vx9LSEtRqNSYnJzE/P4/o6GioVCp3n8btYruF02KxQKPRYHJyEkajEVFRUVCpVIiJifHqVDYzo6+vD+Pj49i/fz8iIiK27dyufaEqlQp9fX3L07PqbbsIL0UK5/ZARE3X/myIqJmZV12TlanaNbBarTVE9Fc33XTTS3/6059i5+bmtrVNGAAkJSUhJiYGra2tGB8fR3Fxsde2CfPz80NKSgpSUlJgt9sxNTWFiYkJdHR0QKFQIDw8HBEREQgPD0dYWJhXre2tF4vFAoPBAIPBAL1ej9nZWSiVSsTGxiIrKwvh4eFeURG7Fq4oMyYmBidOnNjW/wtXG7Lk5GS0t7fbPvaxj13RarXHmFmzbRchkQBniOhWZn4VAIjoNjjWfFdFRpzrhIhKExMTX33ppZdUPj6O7xvbUTixHGbG+Pg4enp6UFhYiPj4+G07twisViuMRiP0er1bcIgIYWFhiIiIQEREhDAxFRVxukRSr9fDYDC4RdL1BSAiIgIhISG76gvATkaZgONnWl9fj/T0dPzxj39c+vKXv9ztrJ6Vpu1OZMS5PRDRFQCpAPRwbKOJBDDsvE/MnLHSOBlxrhNmbiGiY7fddtubTz31VHJSUpKioaEBZWVl2xb9ERGSkpIQHR2NtrY2jI2NeXX0eS0+Pj6Iioq6ap/qcjEdGBjA7OwsmBn+/v4ICAhw/7v85u/vLyT9abFYYDabYTKZ3Lflj5eWluDj4+MWyZycnF0nktcyOzuL1tZWREdHb3uUCTjWw5uampCbm4uf//znC6dOnbrgbA+2ZvNgicQDbGibjAsZcW4QIoqPjY0989BDD2UeP37ct7+/HxUVFQgODt7W62BmjI2Nobe3F9nZ2UhOTt4V6cH1wMwwm81vEbXl4uby1PX19YVSqXQ3sSYiEBHUajXi4+PBzLDb7WBmMDOsVqvbTtDHx2dFcXY99vX13TM/U6vViv7+fkxOTu5IlAkAGo0GHR0dKC0txde+9rXZ559//k8ajeZO2VPzrciIc/sgogIAN8MRZb7BzF1rjdmzEScRfQ2O/UQ2AHYAn2LmeudrEQD6AcQwMxPRUQA1AFKYeZSIwgFccb5+leu502Ho4Oc+97k3vvrVrxZ99KMfDWxoaEBRURFiY2O38/0hOTkZsbGx6O3txcDAAPLz8xEXF7frP+yJyC1iq22JYGZYLBbYbDa3MLpEUq/XIycnxy2mrn+VSuWuidBFYLfbMTg4iKGhIaSlpe1IlMnMGBgYwOTkJCoqKvChD33IUFtb+wuNRvO5tWz0Vvs7dr6eDqATQPeyYf/FzE+KfyeSvQYRvQfA/XBY+30EwDuJ6DfM/MvVxu1J4XQK4V8BKGNmMxHFwOFwAQBgZj0RTQIoAHAZQCWAi85/nwFwBED9taK5bPwsEZ341re+9buRkZHj3/jGN0IuXLiAubk5pKenb6tw+fv7o6ioCAsLC+jq6kJfXx8KCgp21LZvuyCi627RUSqVO9J2y1twZST6+vqQkJCAEydOwLU2v53YbDa0trZCoVCgsLAQt95660x3d/d3tVrtA2uNXevveBn9zg4cEslG+SqA48ysJaJbAbwbjiDqxhNOAAlw+DOaAYCZp1Y45jwcQukSzu/jz8JZCccP77o4/5Df9dRTT/3g0qVLH3z22Wcj+vv7YTQaUVxcvO3f6oOCglBWVgaj0YjOzk4AQGFhIUJDQ7f1OiQ7CzNDo9Ggu7sbkZGROHr06I7tHTWZTGhqakJiYiKsVisOHjyo02g0nzUajev1LV3P37FEshUUy4w2iJltRLRmSmr3VjmszusAUoioh4geIaKTKxxTA4dAAkAmgGcBuNYBKrEOWyZmtqvV6s82NDR84dChQzpXhWVtbe2Gu9yLIiwsDIcPH0Z2djba2tpw8eJFLC5Kq88bgenpadTU1GBsbAwVFRUoLi7eMdHU6/Wora1FXl4e+vv77VVVVeP9/f1/sQHRBNb3dwwAWcsaJrcQ0QkBb0FyY7BERJHO+wFE9DCA+tUGAHtUOJl5Do5qqbsBaAH8ZoXmpecBVDo9FgeZ2QRH67gQ59iG9Z5Pr9c/0dPTc+vx48cnhoeH7Tk5OaitrYXBYBDyfjZDdHQ0KisrkZCQgIaGBnR0dGBpaWnHrkfiOWZnZ9HQ0IDe3l4UFxejrKxsR1vBjY6OorW1FQcPHsQvfvGLxQ984AMdarW6jJkvbmSedf4dA85U7bKbJ/xNJXuTzwBwpeV+DaAWwP9Za9BeTdXC2Yj0NIDTRHQJwCeI6AvOl+9j5hed3zT+Go4fFgA0w+HBeMX5R7uR8zUSUfmdd975p/vuuy/zox/9aICr7D4xMVHIe9ooROS2ehsdHcX58+eRmJiIjIwMr7Xvk6yfubk59Pb2Yn5+HgUFBYiOjt7R62FmdHZ2YnZ2FuXl5bj77rsNb7zxxh+1Wu0HXenWTcy56t8xgDYhFy+5IWHmBiJKdPrltgJoWE/f1z0pnESUB8C+rHFqKRzfSm+95tBaOLqBf3TZ4/vhMDTeME5X//JvfOMbv2loaLjp4YcfDmtvb8fs7Cxyc3N3rNqViJCSkoLExEQMDw+jpqYGERERyMzMvKELaHYjzAytVouBgQHY7XZkZWV5RSW1xWLBhQsXEBoaiqSkJFRVVU0PDw8/qNPpvrvZBtTr+Tt2VtVKJBuCiL4L4P/C0Sv0q3D41TKAU0R0PzP/ZLXxe1I4AYQA+G/nthMrHI7+d69w3Hk4HP9d3dFr4VjvXLUwaDWcfeTuePnll+9taGj46u9+97toi8WChoYGlJaW7qjJt1KpREZGBtLT06HVanH58mXY7XZkZmYiPj5+xz98JdfHarViZGQEQ0NDiIiIQGFhodd86TEYDGhpaUFWVhZaWlpsd999t0aj0bzfarWe2eLU6/07ziKilmWPf8rMD23x3JK9zTuY+V+I6J8BHGBmAwA4tyI2ALjxhJOZm/Hnwp/VjvsugO8uezyIlTuab/T8DOC/iOh/T548+fvvfOc7qne+851+NTU1yM3NRVJS0lZPsSWICHFxcYiLi8Ps7CyuXLmCrq4uJCUlITU11Ws7eNyIzM7OYmhoCFqtFklJSTtaJXstdrsdPT090Gq12LdvH77+9a/PPvPMM5c0Gs0dIlqCrefv2Pk361392SS7AX8iUsLRdHt+2fPzcPQVXZU9KZzegtOmr+hLX/rSr1555ZUTjz76aPjAwADGx8dRUlLiFR+AoaGhKCkpcTeprq+vR2BgINLS0hAbGyuj0B3AarVifHwcw8PD8PX1RWpqKgoLC73K6s9gMLibXSclJeHtb3/79Pj4+CmdTvfN6+1/lki8iNcBvACHecafiOh55/PvAXDjOgd5C06zhL957bXX7q6oqPjm7373u+iYmBjU1NQgLy9vxwqHrmV5k2q9Xo+hoSF0dHQgMTERSUlJCAkJ2elL3NMwM2ZmZjA6OgqdTofExESvbXbd29sLjUaD0tJSvP7669Z77rlHrVar/56Z63b6+iSS9cDMXyCi2+HYgtgGIMf5Ust6xkvh3AacqdsfEVH1O97xjt9//vOfT7z33nuDLl++7G4T5g3RpwtX1w9X5NPR0YHFxUXExsZCpVIhKipKRqICsFqt0Gq1mJychF6vR3h4OJKSkra96856WR5l7tu3D5/85Cf1Z86cadJoNO9l5pmdvj6JZCMw8+8B/H4zY6VwbiPMfJmI9p06deqBp59++qPPPPNMVHh4uNdFny58fHyQmpqK1NRUWK1WTE1NYWRkBG1tbQgPD4dKpUJcXNyOWLntVhYXF92Nvk0mE+Li4pCWlobS0lKvFEvgz1GmWq1GaWkpqqur7W9/+9unDAbDP83Nzf1qs1WzEslOQURfYOZTmz1GfuJtM8y8BOCLRPTLkydPPvv5z38+4d577w301ujThY+PD1QqFVQqldtEfXJyEr29vfDz83O/5m2pxZ2GmWE0GjE5OQm1Wg2lUgmVSoXi4uJt76izGYxGI1paWqBSqVBUVIR/+Id/MJw5c+aCWq1+PzOrd/r6JJJN8ikiWitLci+AUyu9IIVzh2DmC0RUcOrUqQd/85vffPiZZ56JCgsL89roczlEhMjISERGRqKgoAALCwuYnJzExYsXYbVaERsbi8jISERERCAgIGCnL3dbYWbMz89Dr9djenoaOp0OoaGhUKlUOHLkyK4xnrg2yjx37pwryvznubm5p2SUKdnlPI+1e3FeN40rhXMHcUaf9xLRU1VVVc986lOfiv/nf/7n4J6eHq+OPq8lKCgImZmZyMzMhMVigVarxfT0NAYGBmA2mxEYGIiIiAh3Q+iAgACvTUtuBGbG3NwcDAYD9Ho9DAYDlpaWEBwcjIiICCQkJKCoqMirqmHXg8FgQFtbG+Li4pCdnY2PfvSj+pqamla1Wv0+Zp7c6euTSLYKM//bVsZL4fQCmLmZiPIfeeSRLz/55JOff+SRR6IOHDigqK2thUqlQlZW1q7pIenr64vExER3xMzMWFxchF6vh16vx+DgIEwmEwIDA91CuhvE1CWSrvdhMBhgtVrdIhkXF4fc3NxdE1GuxMLCAjo7O2EymbBv3z787Gc/W/zud787bTAYPrO4uLipIgqJZC8ihdNLYGYLgPuJ6Gef+MQnfrxv375Djz32WBQR4dy5c0hNTUV6ejqUSuVOX+qGICIEBQUhKCjoKjE1mUxuERoaGsLi4iKICP7+/u4m1gEBAW957InozWq1wmQywWQywWw2u++7bhaLBQDcIqlSqZCXl7erRXI5ZrMZPT09mJmZQV5eHrq7u3H48GGdwWD4mVarvY+ZZXsdiWQZUji9DGYeA3CrUql8W2Vl5U/vvvvu2C996UvBY2NjOHv2LLKzs5GcnOzV0dlaEBECAwMRGBiIhIQE9/N2ux1ms/kq8ZqdnYVWq3U/di2t+fn5ISAgAEqlEkQEhUIBInLfN5lM6OzsBDODmWG32933LRYLzGazWxCVSuVbhDo0NNT9nK+v767+eV8Pq9WK/v5+TExMIDs7GzExMfjHf/zHmZqamk61Wv1hZu7f6WuUSLwRkmv83gsR+UZHR385ODj4c9/85jcj/+7v/s6nv78fOp0O+fn5XmHuvRMwM5aWlmAymWCz2VYUx0uXLrkbii8XVCKCj48PAgIC4OPjc0P+/Ox2OwYHBzE0NOR2iPre97638KMf/Wh6ZmbmHrPZLNOyO0zFvnxueOZxIXMpi6qambli7SMl60UK5y6AiGLj4+O/HR4e/jenTp2KqqqqUnR3d2NxcREFBQWIiora6Uv0Ok6fPo2bbrpppy/Dq2BmjI2Noa+vDwkJCUhNTcWPf/xj8wMPPKBfXFz8nl6vf8hZsCbZYaRwejcyVbsLcBpmf4KI0j/+8Y8/lJSUVPnwww9HFxcXo7OzEwBQUFDgNd0yJN4FM0Oj0aC7uxuRkZE4fPgwXnjhBetf/uVf6hcWFn42NTX1DWae3enrlEh2C1I4dxHOThB/Q0TFd9xxxw+Li4sLTp06FRUfH4+2tjYEBwcjLy8PQUFBO32pEi9henoanZ2dCAwMRHl5Oc6ePcvvec97dDMzM3/QaDRfZmbNTl+jRLLbkMK5C2HmSwCOE9GJm2+++VRhYWHat771reiEhAQ0NzcjMDAQmZmZMoV7g2K32zE5OYmBgQH4+fmhsLAQf/rTn+wf+MAHpvV6ffXk5OQXmfnKTl+nRLJbkcK5i2HmagDlRHTw3e9+9/eSkpIKv/Wtb8UUFhZiYGAAHR0dyMjIQGJi4q7bhC/ZOEtLSxgaGsLo6ChiY2Oxb98+PP/885Y777xTv7i4+Ae1Wv0fzDyy09cpkex2pHDuAZi5EcBJIir4yEc+8u2IiIjKb3zjG1G33HKLYmhoCL29vUhMTER6evqucCKSbAyj0YgrV65gZmYGaWlpKCsrw+OPP24+deqUcWlp6RdarfYBZp7a6euUSPYKUjj3EMzcCeB2Ikr7zGc+85/+/v63ffaznw39+Mc/7j87OyubVO8hbDYbxsfHMTQ0BB8fH2RkZCA0NBTf//73jc8+++yC2Wx+eGZm5gey6EciEY8Uzj0IMw8B+AgRRdx///2f+t73vnfPLbfcEnLvvfdGpKamuptUJyUlITU19YYzYt/NGAwGDA0NQafTISEhAaWlpTh//jzuvPPOqZ6ensmpqan7LRbLb51OVBKJxAPIha89DDPr9Xr9g2q1Ou2JJ554/2233Xa+qqpK29LSYq2oqIC/vz8aGxtRX1+PiYkJ2Gy2nb5kyQqYzWYMDQ2huroaXV1diI+PR2FhIZ577rnFwsJC7cc+9rFfnzlz5ubx8fHipaWl30jRlGwUIrqFiLqJqI+IvrLC60REDzlfbyOisrXGEtE3nMe2ENHrRJTofD6diBadz7cQ0aPO50OXPddCRFNEdGob3v6GkQYINxhElBwTE/M5pVL5wZMnT/p/6lOfiiotLcX4+DimpqYQGBgIlUqF+Pj4XR2J7mYDBJehvKuHJzNDpVIhKioKr7/+uv3hhx/W9ff362dnZ78/Pz//C2ae2+lrlohlOw0QiEgJoAfAXwAYBdAI4P3MfHnZMbcB+CyA2wAcBvADZj682lgiCmNmo3P85wAUMvOniSgdwB+YuWi16yaiZgD3MvPZzb53TyFTtTcYzDwK4EtE9JVnnnnm2Llz5+4B8La//du/9f/kJz8ZlpGRAbVajaamJjAz4uPjoVKpEBoaKtdEPYjdbsf09DQmJyev+gJz4MABnD9/Hl/+8pd1NTU1JpvN9pupqanHmLl7p69Zsmc4BKCPmQcAgIieBnA7gMvLjrkdwJPOPqx1RBRBRAkA0q831iWaToIBrDtKI6IcAHEAqjf9rjyIFM4bFGa2w/FLWU1E/o888sgtL7zwwhf8/Pz2feQjHwn5+7//+8CsrCxotVp0d3djbm4OMTExUKlUiI6OlttbBGCxWKDRaDA5OQmj0YioqCioVCrk5OSgvr4eDzzwgOHFF180M/MfJycnHwZQJxtISzxAEoDl25RG4Ygq1zomaa2xRPRNAB8GYADwtmXHZRDRRQBGAP/m3Fq3nPcD+I23/r5L4ZSAmc1wdDv/PRGFf+tb33r3448//jEiKnjXu97l9973vje8srISRqMRExMTaG9vR2hoKFQqFeLi4vZMe63tYGFhAZOTk5icnITVakVcXByysrJARHjttdf4vvvum25oaLAqlcqzY2NjPwfwR7lmeQPi6weFKkPUbDFE1LTs8WPM/Niyxyulkq4VrOsds+pYZv4agK8R0b8CuAfAfwCYAJDKzDoiKgfwOyLad02E+j4AH7ruO9phpHBKroKZDQB+DuDnROT/ox/96KaXXnrpI3a7/aby8nLfu+66K/od73gH+fv7Y3JyEvX19bDb7QgPD3c3pg4LC9t1fUM9gcViuarx9dzcHPz9/aFSqeBaV3755Zctv/zlL/UjIyNzNpvtt1qt9mkAF5wZAYlEBFNrmLyPAkhZ9jgZwPg6j/Fbx1gA+BWAlwH8h/OLuhkAmLmZiPoB5AJoAgAi2g/Ah5mb13hfO4YUTsl1cf6CvwbgNSKil19+eX99ff2dfn5+f+3v7x938uRJn3e9612Rx48fh5+fHwwGAwYHB2E0Or44hoWFISIiwi2qe1lMl5aWYDAY3EI5Pz8PHx8f95eJuLg4aDQavPnmm7YHHnhgprm5mRUKRe/MzMyz8/Pzv2Xm4Z1+D5IblkYAOUSUAWAMjmjvrmuOeRHAPc41zMMADMw8QUTa640lohxm7nWO/xsAXc7nYwFMM7ONiDIB5AAYWHau9wP4tQfepzCkcErWhXOtocV5+1ciCrhy5crhP/zhD+/y8/O7zd/fP+6mm27yeec73xlZXl6O9PR0zM7OQq/XY3h4GAaDAYBDTF1islvFdGlp6S2RpK+vr/t95efnw8/PD5cvX0ZNTY3tlVdemW5qamKFQtFnMBh+Nzs7+zqASzKqlHgDzGwlonvg+JKsBPBTZu4gok87X38UwCtwVNT2AVgA8LHVxjqn/jYR5QGwAxgC8Gnn81UA/pOIrABsAD7NzNPLLum9znN5LXI7ikQIRBQA4HBUVNQ7goKCbrJarVnx8fHK48eP+x0/fjzCJaZzc3PuyMxoNMJut4OI4O/vj4CAAAQEBFx13/V4o8VIm9mOYrPZYDKZrrqZzWb3/aUlR6vK5SIZHh4OPz8/dHR0oKmpyXb27Fl9Y2OjzWg0Lvr6+rZPT0//7/z8/BuQQinZABWlJdz0xitC5qKYFNmPUzAy4pQIgZlNAM44bwAAIoppbW0t++Uvf3ksJCTkJqvVmh0WFuabl5eH/fv3BxUVFQXn5uYiKysLvr6+VwmWwWCAWq12i5frC55LVP39/eHj4wMigkKhABG5bwqFwm14zsxgZtjt9qvuW61W97ksFkftjUKheIt4h4SEuB8bjUb09vaiu7ub29vbja2treaBgQEymUwLvr6+l3Q63RsLCwv1AFqZeWEH/hskEsk2IIVT4jGcxuKvO28AACIK7OnpyXrppZdyIyIiSkJDQ8usVmueQqEICw8PVyYnJ3Nqaqpvenp6YEpKSkBiYiISEhKQkJCA8PBwWCwWt5jabLa3CCIzw2q1gplhs9ncQqpUKq8SWR8fH7dIEhF0Oh0mJiYwMTGBsbExHh4eXhgaGjINDw9bx8fHFXNzcxaFQqElosvT09NNCwsLl+HY+D3MzNad+hlLJJLtRwqnZFth5kUA7c7bb5e/RkQhly9fTgCQACAhKCgoLSIiIsvHxyfNarUm2e32UCJSKpVKpUKhUCiVSmVwcLA9NDQUoaGhUCqV8PHxIYVCAZPJFOrv7z9rt9ths9nYYrG41yMXFxfJZrPZ7Xa7ze7A4uvrO01EY0tLS4MzMzN9S0tLo3CUzU8AmHQWSkkkEokUTon34LSO63Xe1oSIFACCAIQCCIGjOEGx7GaDozDBDsAKYNZ5M3nrxmqJROL9SOGU7FqcxTZzzptEIpFsC9I3TSKRSCSSDSCFUyKRSCSSDSCFUyKRSCSSDSCFUyKRSCSSDSCFUyKRSCSSDSCFUyKRSCSSDSCFUyKRSCSSDSCFUyKRSCSSDSCFU7LnIKKvEVEHEbURUQsRHd7pa5JIJHsH6Rwk2VMQ0VEAfwWgjJnNRBQDR5d6iUQiEYIUTsleIwHAlMuU3dmhRSKRSIQhU7WSvcbrAFKIqIeIHiGikzt9QRKJZG8hhVOyp3B2WCkHcDcALYDfENFHd/SiJBLJnkKmaiV7Dma2ATgN4DQRXQLwEQA/38lrkkgkewcZcUr2FESUR0Q5y54qBTC0Q5cjkUj2IDLilOw1QgD8NxFFwNG8ug+OtK1EIpEIQQqnZE/BzM0AKnf6OiQSyd5FpmolEolEItkAUjglEolEItkAUjglEolEItkAUjglEolEItkAUjglEolEItkAUjglEolEItkAUjglEolEItkAUjglEolEItkAUjglEolEItkAUjglEolEItkAUjglEolEItkAUjglEolEItkAUjglEonkBoeIbiGibiLqI6KvrPA6EdFDztfbiKhsrbFEFEVEfySiXue/kcte+1fn8d1E9M5lz3+TiEaIaM6T73erSOGUSCSSGxgiUgJ4GMCtAAoBvJ+ICq857FYAOc7b3QB+uI6xXwHwBjPnAHjD+RjO198HYB+AWwA84pwHAF4CcMgDb1MoUjglEonkxuYQgD5mHmDmJQBPA7j9mmNuB/AkO6gDEEFECWuMvR3AE877TwC4Y9nzTzOzmZmvwNEz9xAAMHMdM0945F0KRPbjlEgkEi+jufXSaxSTEiNougAialr2+DFmfmzZ4yQAI8sejwI4fM0cKx2TtMbYeJcIMvMEEcUtm6tuhbl2DVI4JRKJxMtg5lu28XS00iWs85j1jN3M+bwamaqVSCSSG5tRACnLHicDGF/nMauNVTvTuXD+q9nA+bwaKZwSiURyY9MIIIeIMojID47CnRevOeZFAB92VtceAWBwpmFXG/sigI84738EwO+XPf8+IvInogw4Co4aPPXmPIFM1UokEskNDDNbiegeAK8BUAL4KTN3ENGnna8/CuAVALfBUcizAOBjq411Tv1tAM8Q0ScADAN4j3NMBxE9A+AyACuAzzCzDQCI6DsA7gIQRESjAH7MzP/X0z+DjULMuyq1LJFIJBLJjiJTtRKJRCKRbAApnBKJRCKRbAApnBKJRCKRbAApnBKJRCKRbAApnBKJRCKRbAApnBKJRCKRbAApnBKJRCKRbID/H4NcUzr5O5X/AAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "da.plot(); # plots first timestep by default" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Don't like the default plot? No worries, it can be customized." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAcsAAAGLCAYAAACoWrkrAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/MnkTPAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOydd3hjV7W336UuWZbk3nu3p/eSmcmkkUJIQgmESwmdj94ucOmdABe4tEsvAQKX3gmQhPRJJpnePH3ce++yJe3vD8kzGo+6j50peuc5z8jnnL3Plmyd31lrr72WKKVIkiRJkiRJkoRH91wPIEmSJEmSJLnYSYplkiRJkiRJEoWkWCZJkiRJkiRRSIplkiRJkiRJEoWkWCZJkiRJkiRRSIplkiRJkiRJEgXDcz2AJEmSJEmSGEViUFNos/yvD98/lVI3atLZZUjSsrzCERGziPxQRJpFZFRE9orITXPOuVZEjorIhIg8LCIlQce2B/YNi0jTnHbFIjI2Z1Mi8t4I4/m0iBwUEY+IfCLE8ZcHxjouIn8UkfQIfd0iIk+IyJCIdInI90UkNej44Tlj84jIXyL0F+lzEBH5goj0B7YviohE6Ks00MdEoM/r5vE+zSLyIxEZCbzP98w5vkJEdgeutVtEVoTrK8mlxRSKF5GiyQZkPtfv52ImKZZJDEArsA1wAh8Ffi0ipQAikgn8PrA/HdgF/Cqo/TjwI+A/53aslGpRStlnN2Ap4AN+F2E8J4H3A3+be0BEGoDvAq8EcoAJ4H8j9OUEPgPkA3VAIfCloPE1BI0tFWgBfhOqoxg+hzcCtwPLgWXA84E3RRjbL4G9QAbwYeC3IpKV4Pv8BFAFlADbgfeLyI2BvkzAn4CfA2nAvcCfAvuTXOII/pu4FluSyEgyg0+SuYjIAeCTSqnficgbgbuVUpsCx1KAPmClUupoUJvrgB8opUoj9Ptx4Gql1PYYxvBz4KRS6hNB+z4HlCqlXh74uQJoBDKUUqMx9PnCwPtaGuLYNvwCnaOUGg9xPOLnICI7gJ8opb4XOP464A1KqQ0h+qoGDgKZs+MWkceB+5RS34n3fYpIO/AapdS/Aj9/GqhSSr1MRG4AfgwUqsCXXURagDcqpf4R7TNLcnGTLXp1p9g16etbamS3UmqNJp1dhiQfKJKch4jkANXA4cCuBmD/7PGAkJwK7I+XV+G3bBJl7lhOAdP4xxsLWzn3vubyauC3oYQyzLXnfg7nHQ+8PvsZichfReSDQeeeniN8wedHfJ8i8kER+WvgdRp+yznctRuAA+r8p+IDJPb7S5LkiiUZ4JPkLCJiBO4D7g2yGu1A75xTh/G7LePpewt+l+Jv5zFEe+DacY9FRK7HL4jrQxyzAS8GXhDl2pE+h7ljGwbsIiLKz/NjeB8FUY6nAiil7pnTF1x47XDjmns8ySXMrBs2ycKT/JyTACAiOuBn+C2YtwUdGgMcc053AFHdnnN4NfA7pdRY0DWDA2y2xNBH2LGIyJagvs6zHkVkA/AL4MVKqeMh+n0hMAA8msi1wxx3AGNzLLpE+5p7fG5fs8fn21eSSxCdaLMliUxSLJMQiNr8IX7L70VKqZmgw4fxB63MnpsCVBDenRmqfyvwEua4YIMDbJRSj8fQ1dyxlANm4LhS6vGgvoLdnyuBPwOvVUo9FKbfVwM/DSNs4a4993M473jgdbjP6DBQHhyZO+f8sO9zbkdKqUGgM8K1DwPL5kTmLoswtiRJkoQgKZZJAL6NP1r0VqXU5JxjfwCWiMiLRMQCfAz/HNhR8Fukgf1G/49iCRFpeQcwBDwcbSAiYgz0pwMMgf70gcP3AbcGrMgU4FPA78MF94jIEuAfwNuVUiGXhIhIIf4I0mhzqRE/B+CnwHtEpEBE8oH3Aj8J1VHAut0HfDzw/u7AL2CzUcJxvc/AtT8iImkiUgu8IejajwBe4B2BJSazXoN/R3m/SS4RktGwi0PyM7rCCawVfBOwAugKcmX+B4BSqhd4EfBZYBD/nN/LgrrYCkwCfweKA6//NecysVhus3w/0Mdd+JdUTOJfQoFS6jDwZvxi0oN/3u0tEfp6L5AF/DCcizbQ91OBIJqwxPA5fBf4C/4o10P4I2u/O3tQRO4XkQ8Fnf8yYE2gr3vwu4h7Y3mfIvIhEbk/qK+P4w82asbvSv7SbKSrUmoa/5KWV+F/YHktcHtgf5JLHEHQiTZbksgkl44kSZIkySVKrhjUK/TaLB35snc4uXQkAslo2CRJkiS5hEm6BxeHpFgmSZIkySWKkIxkXSySDyVJkiRJkiRJFJKWZZIkSZJcwiQtnsUhKZZJkiRJcqkiEKG4TRINST6UJLnsEZEbReSYiJwMys8afFxE5OuB4wdEZNVzMc4kSZJcvCTFMsllTSChwbeAm4B64C4RqZ9z2k34S1xV4S+19e1FHWSSJAmSLNG1eCQ/oySXO+vwl/o6HViI/3/AbXPOuY1A0gSl1NOAS0TyFnugSZIkQjI37OKQFMsklzsF+Itbz9LGueoe8ZyTJEmSK5hkgE+Sy51Qz8xz01bFck6SJBclSYtncUiKZZLLnTagKOjnQqAjgXOSJLno8CclSPpQF4PkQ0mSy51ngSoRKQtUQ3kZ/pJdwfwZeFUgKnYDMKyU6lzsgSZJcjGTaFR5oLLOMyKyP1DD9pNBbdJF5AERORH4P20x31M8JMUyyWWNUsqDv5j1P4FG4NdKqcMi8mYReXPgtL8Dp4GT+KueRKpkkiTJRcViRMPOM6rcDVyjlFqOv7rRjYGHUoAPAg8ppaqAhwI/X5Qk3bBJLnuUUn/HL4jB+74T9FoBb13scSVJMl8WMTfs2ahyABGZjSo/EnTO2ahy4GkRcYlIXsBLMxY4xxjYVFCbqwOv78Vff/UDC/g+EiZpWSZJkiRJEoBMEdkVtL0x6Ni8ospFRC8i+/DXZ31AKbUzcE7O7JRH4P9szd6NxiQtyyRJkiS5hNHQ4umLUM9yXlHlSikvsEJEXMAfRGSJUupQwiN9DkhalkmSJElyCaNDNNmioElUuVJqCL+r9cbAru7ZBCCB/3vieOuLSlIskyRJkiRJNBKOKheRrIBFiYhYgeuAo0FtXh14/WrgTwv8PhImKZaXAeFCs0Xk04EQ7n0i8i8RyQ/s/4/AvtnNJyIrQvT7CRFpDzrv5kV+a0nmgYgUicjDItIY+Lt4Z2D/l0TkaOBv4w+zN7IQ7ZtE5GDgd79rUQefJCZmA3wWOt3dPKPK84CHReQAftF9QCn118Cxe4DrReQEcH3g54sS8QcuJbmUEX+NnhSl1JiIGIEngHcCR5RSI4Fz3gHUK6XePKftUuBPSqnyEP1+AhhTSv33Qr+HJNoTcGvlKaX2iEgqsBu4Hb977N9KKY+IfAFAKXVBBKKINAFrlFJ9izfqJPFQpDOo91icmvT1nsmB3RHmLK94kgE+lwGBUO0LQrNnhTJACqFTuN0F/HJhR5jkuSAQXTgbaTgqIo1AgVLqX0GnPQ28+LkYX5L5I8kk6ItG0g17mRAuNFtEPisircB/AB8L0fSlRBbLtwXcdT+6mLNrJImMiJQCK4Gdcw69Frg/TDMF/EtEds9ZRpAkyRVHUiwvE5RSXqXUCvwutnUisiSw/8NKqSLgPvxzDmcRkfXARIQQ7m8DFfizbnQCX16Y0S88IqITEbuIZAYCDnJEpFZEigOvswKpt8wBt/Zlg4jYgd8B7wr2NojIhwEP/r+NUGxWSq3Cn5nlrSKydcEHmyRuFika9oon6Ya9zFBKDYnII/hDs4NF8BfA34CPB+17GRGsSqVU9+xrEfk+8Ndw5y4mImLevvWqytUrVmwHVk253dWj4+PFg0PDaYODg+bxiQn9xMSkKKVEBJSC2poaLBYLZpMJ0Qk60bHj6afJy8ujtKQY5VN4vF6mpqaYmZmhtqYmcC0w6A3KlmLzpths7jSXc9hmtbYpxZGR0ZFd/37ksafGJybagV6llO85/WBCEJjD/h1wn1Lq90H7Xw08H7hWhQlcUEp1BP7vEZE/4M/i8tjCjzpJPCTdsItDUiwvA0QkC5gJCOVsaPYXRKRKKXUicNoLOBeujYjogJcAYa2FoFRVAHdwvvguKCJifff/e+PNRqPx9uHR0bWd3T2FLW3t1onJSV19XR0+Bc1t7eTlZFOUn0dBXi5F+Xnk52aT7nLiTLWj1+ujXueRfY1cvaIu4jlTU1MyNDJm6BscNLR1dKW0dnTmt3V2revs7rn7mu3b6OvrZ3BoiNrqKpWZkeEtLiwYK8jLaUtzOXe0tXf84Ns/+unu50JIAxbyD4FGpdRXgvbfiD+l2Dal1ESYtimALjDXmQLcAHxqEYadJMlFSVIsLw/ygHsDyY51+MO6/yoivxORGsAHNAPBkbBbgbbZXI+ziMgPgO8opXYBXwwsKVFAE/AmrQcuIvLGV718mcvlelvvwOD1J06fKeju6TU01Ndx7EwzVeWlrFi6hP94cTVL66pwORxaDyEqFouFXIuF3OxMltRUhT3P5/NJS0eX4UDjMVfjsROuY6dOLzl1pumNNdVV1NfVqrLiotGCvNz9Pp/3Zz/82S9/qZQaC9uZNmwGXgkcDMxnA3wI+DpgBh4IeJyfVkq9ObC06AdKqZuBHPyZVsB/n/iFUuofCzzeJHEiJOfSFovk0pEki8r2LZtzszPS3zDj8d7W3t1d2z8waMvJzpblSxpYu3I5V61dRUVpMTrd4twCYrEstcDtnuaZfQd5atcedh84ROOxY7jd097Cgvz+9LS0Z0XUz37z+z/9Xik1s9BjEZF3A6/H/xB0EHiNUmpqoa+bRHtK9Ab1IZtLk77ePNafXDoSgaRlmWRBWbV8afb2LZs+dezE6e2nmlvKLWazobqqko2rVnDV2hWUFeajt6Q818NccMxmE1vWr2bL+tVn97mV6HftP5i9Y+euW55+dtctVVVVrFu7ZrKkqGhndUX5Hz/331/5X63FU0QKgNk1t5Mi8mv8c9c/0fI6SZJcbiTFMommiIj57W987Ud6+gffeOjI0Syj0SATk27uftmLuP6qDTjsl78wxorZbGbzujVsXnfuYf7E6TPW+x98+OpHHn/y6qrKyv/ZvHGjd/nShpPZmZmf+OTnv/CrcME4cWIArCIyA9i4MMdnkksESUayLhpJN2ySeZORnp79shfe9q2jJ08/v7Wjw7Jh7VpuvXYrN2yJXRzFZF3gUYZmsdywF2CyxHTaidNn+Ms/HuBv/3yAtrZ21qxcMVhZXvb9T93zxY8kanUG0t59FpgE/qWU+o9E+kny3FOqN6qPprg06ev1o31JN2wEkmKZJCGW1NctKy8r+1xbR8eNSin9dduv5s6brmVVQ01C841JsYzOxOQkf/3Hg/z+r/eze88eKivK3ZkZGT/s6en52D8ffKg/lj4CiSV+hz8ZxRDwG+C3Sqmfxz2gJM85SbFcPJJu2CQxk5bmyt28YcOXm1paX+RKSzNvu2ozL73jBRQ447/xJ4kfm9XKnXfcyp133IrP52PHrn3m3/zhT295ds+et2zftm2opLjoGw8/+uhnmltapyN0cx1wRinVCyAivwc2AUmxvERJOmEXh6RYJomIiNiv2371+weHh99RWlLiXLt6Fd/56peSAvkco9PpuGrdKq5atwrfZz/OEzt3u374s/s+ajSaPvr8m29qyUhL+9hPf/HLn4aY42wBNoiIDb8b9logWVHkEmW26kiShScplkkuQERkxbIlz09NdXyruqqqsL6uVl7/qpeztK4WNT70XA8vyRx0Oh1bN65l68a1eHzwh7/dX/zTX/zfTyorKn70khfesdtg0N/9y1//9giAUmqniPwW2IM/1d1e4HvP5fiTJLkUSM5ZJjmLiKRdd83V/93S2v6K2uoq01te/xquv3oLOp1uUUTyuZi3fE7mLBOYr4wbnYGR0VF++NP7uPe+X5KSYhutLCu756e/+OU9F2NaviSJUaY3qk/atalv8OqR3uScZQSSYpmEzIyMVfV1tT/t6u6pv/F5N8iH3/02crIyF92KTIrlAqEz8MRTO/n8V7/OiePHfSuXL/tHU3Pzq3c+uytZp/ISp9xgVJ/SSCxfOZwUy0gkMyVdoYiIVFdVvmz5sqVD9fV1u9/+pjc0HNn5mNxxx+2kmyXpbr2c8HkoLi7iy/d8lh0P/VNXU1198+DwSO9Nz3veqRc8/+YVz/XwkiS5FEiK5RWGiOjr62rfWlNdNb5syZJf3vudbzof+9sfeMltt6B3j1GYZqe1b/i5HmYSjWnu6KIkL4vMNAef+vAHaNz1FHe95IXlLa1te6+5elvXLTc+L1l+6xJFp9GWJDLJz+gKQUTMy5cu+WhlRcX4+rVrvvm33/7S+tt7v8/ysnzU+NBZS7Io00Vr3xBJ9/zlw9DIGBaTCavZ7N/h86AXxate+iL2PPEI73zL/8sZGBx6dOP69YPXX3vNC57b0SaJF9FoSxKZZDTsZY6IWFcuX/a5ivKyt27bcpXxQ+95O7nZ2ecJZDBmowG7xczA2AQZqYubmk5NT8L0Iufz9npQY4OLdjlJz1u0a81ypr2T0sLckMd0+Ljtpuu47ZYbeeSJJ12f/sJ//2nlihXjWRnpb/rXQ/8OVxQ6SZIrjqRleZkiIobKivL3VVVWjF5/7TXv2vXwA8avffS95KSYos5HluWk0dS9eAICoNpOoNpORD/xUscz498WiekZD8Nj42S6nJFP9Hm4etN6HvrTb/jBt76eInr9zzdt2DC1af26qxdloEkSwr/OUjTZkkQmKZaXGSIiTqfzpTVVlWPXXn31l57851/197zvLTiNsa8WcKVYmXDPMDXtWcCR+rliRHIuiySarZ3dFOdmI3HcDFcvq+efv/sln/vkR81K5OHrr71msKS46DnICZgkFpJu2MUhuXTkMkJErm6oq/1jQ32983Mf/xDlmYkXSm7uHcQ97aG6IEvDEfqJJI6SXTSvvn1K4Z7xMjXjYcrjZWrGi8frw6cUSikUoJTCp6B9cAyvz0dJhgMR/xO6iPif1nWCyaDHYtBjMRqwGPUY9bq4RCfk+3Nkhj9oMM6r77kopXj02f1sXrUEoyHxGZff/+2ffPJzX6CkuLD5Xw/+e8PU1FSXhsNMMg8qDEb1+dR0Tfp66VBPculIBJJzlpcBIlK5bEnDv5533bWln/vgu2Rlfc28+yxId/L4kTNU5mdq5qKZjwWplMLt8TIx7WFqxov7rBj6f572eAEQEcwGPRajX+TMBj02kyEghJz9XxCcVhPHugbJcdj8Yso5IZ0V3bGpaaZm/KI74/VfQyeCOdC/JXAtc+B1itmIQR/aYRNRKOGcpamRaPYODuNy2OcllAAvvOV53H7T9fzgZ78sOX7iVOeLbr/t4d//6c83JwtGXxwkrcLFIWlZXsKIiG3dmlU/mpxy3/n5D71Pbr56s6b9H2ruIsNhIy8tcQs1XoGU7CKUUkzNeBmacDM86WZows3UjBeLUY/NbMRi0J8nVmajHrNBn5DV9+ixNrbVFMbVxuvz+a3XgFgHvx6bmsGnFKkWE06rGZfN/79Br4sulqFIQDiPnTjJS+9+PROTbswmI82trXzqQx/gXW99c/zXn4Pb7eYTX/gKf/zLX32F+XlvfuDfj3x/3p0mSZgKg1F9QSPL8iVJyzIiSbG8BBERyc3JvtPhcPz8ZS+8zfCht7wWk1FbFx7A2KSbg81dbKwtibttrCKplGLSC8MziuEZxdCMwi1GLCY9LqsZp82My2rGYkxMDKORiFhGw6cUo1PTDE+4GZqcZnjSjc+nSE1NxWVPwWm34bSnYDToY+80TtGcnHKz+/BxNq6op6BmKTv//U9Kiufn4g7mZFMTb3/fh9To6OjAk089vUYp1aRZ50liJimWi0fSDXuJISKVVRUVf6mrra752if/S0ryQy8J0AK71b8ub2zSffZ1JGIRSKX8gtg9FRBGr8KiF1xGwWUSSlJ0WHMLFkQYFwudCE6rGafVTHFgn08pxvQpDI2N09E3QGNTG16fj1SrlXSnndyMNKxmU/hOg4OBYhDOpo4uSgpyeOiRx6goK9VUKAEqS0u5/7e/kD/87R8ZA4ODp9atWfPzZ3fvflPSNbv4XMrflUuJpFheIoiIISc7+1MN9XXv/dJHP2C6cdumRbluaXYaTT2DLCkJL8rRRNLjU/S5FV1uH0PTCpdRyLboKE3RYdFf+EW/HL/8emcWTsBptwH+oCmfUoxNTNI7NMKeY6fxer1kpznJzUjDabeF/xyizG36fD66egfYunY5H//UH7jrxS/U/g0FuOOWG7n5uu26T37xq68aHBq6MyMj/Zb+/oF/L9gFk5xHMpJ18Ui6YS8BRKShuKjo/he/4PkFn33fW3XmSBaIxviU4tFDp9lSX3Ze4Eo0gZzy+q3Hrikfbh9kmYUci5BmlKhiON+I2HhYCDdsKGKZr5zxeOgZGKarf4iRiQnSHankZrjIdDnQ66Ks8goSzvbuXobHJqgsyiO/eimHn3mcnOzs+b6FqBw9fpLXvPWdampq6u/79h+4Uyk1seAXvcKpNBjVFx0ZmvT1osHupBs2AknL8iJGRAyZmZmfWL6k4QPfuueThk2rli36GHQiFKQ76BgYpjgrLaxIKqUY8UD3lI+eKYVeIMciLHHqSTEkn31jwWgwUJCdQUF2Bj6fj4GRMbr6h2g804bNYiY3w0VOuguzKYRFGWRtNrV3sbKuivsfeIhVy5ctilAC1FZX8uQ//yKf/+o3b5mcnBrU6/XXeL3eJxfl4lcwycXyi0NSLC9SRKS+qLDw/he94JbCz//n2xfVmpxLkWeQXT1eCqd6L7AKR2YULRM++t0+Uo1CjlnHugwdpmT59nmh0+nIdDnIdDlQSjE2OUVX/xDPNp4EBflZ6RTlZFywLGRkeBiDTofNqOeXv/k9d73kjkUf94ff+w5eeNutpte8+a2P1dXW/O7oseN3J63MheMynLW4KEm6YS8yRESXkZHx4dzs7A9/5wufNG+etSajueEWgGArcveAh3K7jjSTDo9P0TGlaJ3wYdRBiU1HllnblFnqTKNmfUXicWMhW2baFvQa+utfrml/7ukZ2nr6ae3pI9VmpTQvm3SHHRFh/4kmcjNcpFpMFC1dy+m9T+FM18ZNFzN6v+Xr9Xr5/Fe+zo9+cu/Imaam65RSzy7uQC5/Kg1G9WWnNr/f2weSbthIJMXyIkJEskqKix+8Yfu2JV/76Pt0FktQBOoiiWU4N2u/28fJMS9WvY7BaR95Vh3FttABOvPB9/PvAiCbF6di1GKIpW7z8wEQW+LrVUOhlGJgZIzmrl5GxifIy0ynvaef7auXhJ8X1jhL0AXoL+z/4OFGXvG6N3onJye/eOLkyQ+r5E1HMyoNRvUVZwLrd0Nw20DXZS+WIjKCPyZKATZgMvAaIEUpFXY9V9INe5FgMBi2lZWW/P0zH3yf7a7nX3/hCT7fggpmOJH0KUXnlKJp3MvIDCx3wVKnQfOI1VmRvJxREyOAdqIpImQ4U8lwpjLj8bDveJP//xNNVBTk4EixXdhI4yxBsbC0oY6djzygf/O73vdBo9HwYhHZqJTqX7QBXMYko2HjQyl19ssnInuUUquCf47UNimWzzEioq+pqvrmqhXL3/CLb3xRX1EcITJTY8GMFNE67VM0j/ton/SRbdax0mWgx+1j0qvd0o4rQSBDMSuaoJ1wGvR6JqbcXL2qgeHxSRrPtOHx+SjPzyE3w3Xh7yzOdZsxEcKqnMVisfCT73xTfvrLX1V98nP3tBkMhus9Hs8T2lw4SZLEEBGDUmq2YkTEL8IVE0glIhYReUZE9ovIYRH5ZGD/SwI/+0RkTdD5pSIyKSL7Att3wvSbLiIPiMiJwP9pcYwpv6qi/MT127e+6fHf3htZKDUkUqWPCY9i/5CHp/s9GHVwVaaBeqcem0EosOpom/DNuzC07+ffjSqU6snH5nWNSwU1MXKeeCbKwMgYqSlWzCYT2WlO1i+pZnlVKX1DIzyy5zCn2rvw+sJUntGiAkoEoQzmVXe9lH/88beWFcuXPVJYWPgFEUn4HiQiehHZKyJ/Dfz8CRFpD/rO3hym3Y0ickxETorIBxO9/sVCsupIwjwG/FZE3iQiPweORDr5SrIs3cA1SqkxETECT4jI/cAh4IVAqLv3KaXUiij9fhB4SCl1T+CL90HgA9EGYzAYNlaUlz30hY9+wHr7ddtifxcJWpfR1kW6vYoTY/6kAVWpOpY5L1wPadQJaSYdvW5FtiX+r9eVaknGwnxdtGc6uqkoOD9xhN1qYWllCTMeL2c6unls7xEqCnIoyskM7R1YCGszBFUVFex46J/6d77/Q+/7+z//da2IXKOUSuSJ4Z1AIxD8oX1VKfXf4RqIiB74FnA90AY8KyJ/VkpFvFFezCQDzxPmP4HXAkuBXUBIg2iWK0YsA0EFY4EfjYFNKaUaYV6uxduAqwOv7wUeIYpYulyuNy5tqP/fX/3vV/RVpQkswI9DMGPJrnNqzEfXlI/KVD0NjshlqEpTdBwd8ZJtie36V7pAzgb3xEoiLtqp6Wkm3NO4UlNCHjca9FQX51Oal8WJ1k4e23eEmuJ8ctJDuGdniWduM0arMhiTycS3/+e/dd+/92erP/35Lx4XkauUUidjbS8ihcAtwGeB98Rx6XXASaXU6UA//4f/O3zJimWS2Al4/j4OzEYQPgF8VCkVtdr9FeOGhbNum31AD/CAUmpnlCZlATfPoyKyJcw5OUqpToDA/2FXgIuIobio6N5N69d955Ff/yQxoYyBWTdrJKH0KsXpMS9P9nkw62FLloECa/R6jQ6j4FF+d20kYnG1JolMrC7a5q4+SnKzov7uTEYjDeXFrKurpLNvkCcPHKV/eDRy57Mu2nBu2gSEMpg3vPqV/PxH388pLyvbb7Vab4ij6f8A7wfm+pbfJiIHRORHYaZECoDWoJ/bAvsuUUSzf1cIPwb68HsTXwj0Aj+KpeEVJZZKKW/ArVoIrBORJRFO7wSKlVIr8T+5/kJEEo7GEJG00pKSfXe+8PZX/eUHXxOHPbQVEDMh5p+iCST4lxu0Tvh4oteDR8HmTAOlKfq41kiWpOhongg9/6WlSF4p85bRiCSaPqXo6O2nICv2yhNWi5mVNeUsryrlVFsXOw8fZ2Q8hpwBWsxthmDrpg38+/6/2Brq6/+SkZHxfomi+iLyfKBHKbV7zqFvAxXACvzf3y+Hah5i3yW7lEWr+corRiqhTCn1GaVUU2D7NFAeS8Mrxg0bjFJqSEQeAW7EP2cZ6hw3/nlOlFK7ReQUUI3ftx1Mt4jkKaU6RSQPv9V6HiJSU1pSsuPjH/zP9Fffep12b8TnQ3WciulUpRQ9bsXxUR/pJmFjpiHhLDt5FuHEqJfqVB16kaQFuUiEctF29w+R5XJg0MdR7itAqs3KuoYqBkbGOHiqBavZRG1JATZLlAozs4JpDrE0JUFKigp57F9/M736TW/53ONP7FgnIi9XSk2HOX0z8IJAAI8FcIjIz5VSr5g9QUS+D/w1RNs2INilUwh0aPQ2klz8jIvI1UqpRwBEZDswHkvDK8ayFJEsEXEFXluB64CjUc7XB16XA1XA6RCn/hl4deD1q4E/BR80GAwbKysq9t/3/W9rK5SA78zBmM4bmPbxVL+Xzkkfq9P0NDj180pHpxMh16Kj48EHL0mhVPh9dzPozr6+1EyLWWuzqbOH0rz55X5Nd9jZtLSGgqx0nm08ycFTzbhnoliQGgrlLDarlV/95If6N7/hdS/Mycl5SkRSQ52nlPovpVShUqoUeBnwb6XUKwIPq7PcQegH4WeBKhEpExFToP2fNX4ri4f4091psV0hvAH4soi0iEgz8BXgjbE0vJIsyzzg3oAA6oBfK6X+KiJ3AN/AXzfpbyKyTyn1PPwTwJ8SEQ/gBd6slBoAEJEfAN9RSu0C7gF+LSKvA1qAl8xesLio8M6a6qpf/PG+e/WV2U5N38ysUCr3BBLmxuXxKRpHfIx7FUudelKN2q2PLDKnsK9+KwXdoZ4fFg8f4EaPWwxMiR43BqbEgFv0TOH/P1gIJej/IZ0FlGKHsfC8c1TgDAM+zMqDWXmx4MGivP6f8WJRHoz4njP31dDwCK95z4fYe+QYNrORH33zf9i4LvHkKyJCTrqL7DQn7b397DhwjOri/NDu3QUQyll0Oh2f+K/3S15u7spPfOZz+0Vkg1LqAm9NGL4oIivw/wqbgDeBf4kW8AOl1M1KKY+IvA34J6AHfqSUOqz9O1k8rhydmz+B3/VqEbHjz2AXZdL+HMl0dwvExvXrPjY9M/OJv//6Psm2xu8ii8RcizKUWPa5fRwe9lJm11NkjV4WK+o1Q1iQu5ZeS/WZvTjGBubVdzSm2/rw6vSMpWUxkpHLSEYu465MfHo94vNhmhzHPDmOeXIM88RY4OcxzJNjmCYn0Kkw6wuBp29+FRv+/tOQxzwGI26rnWlrCm6bHbfVjtuawrTVjttmZ8ZkAQHj1CSOgW5S+7tw9HdjHRtCAOvXY4obSIi73/UByqqqeePL7yQjxczE5BQup981q0Wig+kZDwdPNePzKZZVlpxf6WQBxTKY3/35r7z9Pf/Z09nZuXE2ejXJ+VQbTeqbLm3S3T2vr/NKSHf36lD7lVL3isitSqm/hGt7JVmWi4KIyOaNG35kMpvv/ufvfkmqeKI3ioNQrtdg63LWmpzwKtZlGLDOM3drJDdrSXsjzQW1LD22Y17XmItXp2fEns79h4YxlpaQe/NNANgHe3H0d1F4fB/2wV70Pq+m152LwTODYXSQlNHIUeVui43R9BxGMnLpKqtj0u7E5J4i7egJnCYdrvwiUsxGzTIfjYyO8djTu3j1699EjsuOTgST6VxVGi3S6pmMBlbXVtDVP8iOg0epLi7wW5mLJJQAL3rB88lMT89+xeveuCuwFnPfol38EkKXtC3jYXWIfYJ/2V8dkBTLxUBEdOvXrnkgKyvzml/94DsYp8eiN4qDSHOUyj1BPxa/NZmiZ4kz+jKQiNeKYS4yc6CDoxVrmdEbMXoTj5KcMZjoTS+gN72AUXsavT0jeFrawDfIxEMPs6btmQUXxvlgnprA3HGGzI4zZ/dNm61MLX0Pw9OKjlNNTHgUJouVtBQr2c4U0u3WhH8/p1tacTqdfOMb3+C9TU2sWtrA1z71IVJs5wuZFqKZm5FGuiOVg6ea6RgYZlltFWbT4pWL23bVJv76u1+l3f7S/3jUZDLdPj09/fCiXfwS4AqLZJ03Sql3RDj2xUhtk2KpESKiX7t69Z6lSxqWfffL9yATw5r2H0koPQqOTugYV755WZPxBusIUNB1kvbcSkrb4yupNWFJpTuziO7MYrx6A60P7GD6wJPMtLSC53xrXF9VE1ffFwMm9yQOi55sy7l9bq+XwekRWtuGOOAz4LJZyHHZyXakYNDHHms3M+PhUONRvvbpj7B13Sre+bHPcs+3vs+n//OdIc+fby5ak9HA6uVL6ezpY8fu/dSUl5KfkxV3P4myfEkDD9//F8eNt7/4zzab7eUTExNhn/6TJImEiPyIEM8XSqnXRGubFEsNEBHDhnVrG9euXlX59c9/CjUWNRlEXEQSyv4Z4fC4nlKLlwbzNDp9/G6y+US0Fnae4JkVN1LS3hjxCVchDDky6c4spi+9ANP0JDl9LTR+/Mv4BocSvv6lhFkv5Fr15Fr1KKUYmp6ke8LAyc5+TAY9OS47uS47VlPkhf6pThfZ2VlsXecvmPDiW57HF771/ZjGMB9rMy87k4w0JwePnqCju4eli2hllhYX8cg//mK/5ubbfmG32185Njb2x0W58CXAFRTJqgXBy4nMwO1AVywNk2I5T0TEsGnjhpZ1q1flffUzH180oTxrTXqFtakeZmOIIkXHXtC3Bss+TJ5pUscGGHDlkjF0/t+cV3T0ZhTSnVnMsCMT50gfOX0tVDbv597vP0psC18uT0SENLOQxji16TCZlkPX0Bj7mjqZ8frIdqSQl5aK02a5oO0keooL8jh26jQ1FeU89MRT1FVVxHX9uEQz6O/JZDSyemn9c2Jl5mZn8+j9f7Fvv+W2n6empr5mdHT0N4ty4YucpFbGjlLq93N2/VJEnoylbVIs54GI6Ddv3HCmprYu7z1vf8uiCeWIB/aPGSi2eGmw+eJ6slyIdZEl7Y2cLl52VizHbE5a8mvoS88nq7+N4o5juI4+yY9+lFhFpp/96xivvOHScsVaPvSxuM63DnZQBpQ5wJNZRM/IOMc7+pia8VKU6aAg3YFRr2fa42V0cpr//ezHeMXb/5Pp6RnKS4r40Zc/l9A4o7powzx45WVnkuFycvDYCTp7+1hRV40+gcQI8ZKRkc5X//uLKe9+3/vvTUlJ8Y6Pj8+9+SVJEjMiUgfkxHJuUiwTRET0G9eva1y7elXhlz75EXbuOwSZTgoztFlPGU4oO93CyUkdK1M92MPcm0JZlwuZPMA12s+k2caZgjq6skvRez0Udxyn9tSz6JTihz+K6cEtSQBDXyv5QEFlKVMzHlr7hnnyaAuuFAs6EQozHJTnlPLs33+n6XXjddGaTH4rs7m9kx2797NmWT1Wy4WWsFb4fD6ePXCYitISHv7bn6xX3/yCn9psNs/ExMSlm1RAAxYrr6uI3Ah8Df/61B8ope6Zc1wCx28GJoC7lVJ7RKQI+CmQi39p9PeUUl8LtPkE/kQBvYFuPqSU+vsCvocR/Ma4Cmw9+HMMRyUplgkgIrJ+7Zpdq1eurJp1va6rLOSZk20A8xbMkMtDFJyY1DHkETY4vBijxIMo9wTqNz+b1zhiYdJso7mgjilLCl3Zpaw48hhW93hSIDVAdTVhBioFKutL6Rud4NlT7dgtJowGPQVpDnQLUJ/prGim5UY5009JQR72FBtP7z3I8rpq0l3aJuCAc0KZlZ5GeaDu60N/+2PK9ptecJ/FYnnJ1NTUPzS/6CWAsDglumIsbXYT/kxnVcB6/Ll61wMe4L0B4UwFdovIA0FtI5ZV0xKlVMKh4VdMujst2bxxw99rq6tXfO1znzjrejXodayrLKSlb5i2/sQjYUMJpUfB7jE9XgVrU6MLJcDMd76V8BhiYdCRxZ6Gq9nbsJ3U8UG27vwDM0Yzv/jeQ0mhXAi6m/ENdFGY7mBtRQFjU9M82tjEsY4+3DParuWF2IVylgyXk/UrlnLo+ClaOmKKl4iZUEIJ/jnMB//6B3tBQcGvRGStphdNMpezpc0COXtnS5sFcxvwU+XnacA1mzdbKbUHIJAxp5HnqNKLiBhEZJWIbAvanhKRq0WkJFLbpGUZJ1uv2vxdp9N54w+//t8XLA+ZFcxELcxQQjnhhT1jekotPgrNsWVbmhVKT/8Ihoz5Z3MJpt+Vy/GylVimJylrPUzaiN978sMfPUnqWBbmVStwPzu3GEQSLWga81LrnMAyMEVdQSnVeRm0D4yw82QbLpuF6vxMLMbn7itts1rYtHo5ew8fZWRsjIaqivlnjgojlLMU5OXxt9/9ynH9rXf8U0Q2KqWOzeuClyAaGpaZIhJcKOJ7SqnvBV6HKm22fk77cOXPOs+OVaQUWAkEl0d8m4i8Cn+RivfGUltyHvwDvxs5OM1dLfBe4BdAc7iGSbGMg00b1n9QdLo3/v7e76ObDF0yKVHBDCWUs8tClqZ4STPGJ5SzaCWYw/Z0jpWvxuCdYdnRJ0mZHLnAgpx46BEcr33Vgojlz/51jNf/5gua96ubdmJ+w2s17VOyLrypz5cJjw+PAkfAraC6mtDhL59RVFtC59AoO0+0ku20U5mTjtGQeLBNvFZlMAa9njVL6zl+ppmn9x5kzdI6jMbEal5GE8pZaqur+PXPfpz2ope/6jERWamUuqKqiGgoln0R0t3FUtos4jmBfKy/A96llJq9gX4b+HTgvE/jL6um7RfyfDICZRfPIiJ7lFK3RmuYFMsYKSwouD0zI+Nzj/zl95hmItf+i1cwQwll85TQ5tadtywkGgvheh23pnK8bBUzRjM1p3fjHO0P62b19vSC14s+Pw9vR2fIcxLh9e+f6+25uJF8f3k81aFdOtPmcS8lKWH+ELqbyQNy60r9wUDHWijKcFKa7UKvW/yZFhGhpryUjp5enty9n9VL60lNiW/9b6xCOcvGdWv5/re+nv36t7x9h4isUEoNJTj8S45FCvCJpbRZ2HNExIhfKO8LXr6hlOqefR2hrJqW/CTEvntjaZics4wBEVmXmmr/7d9+fZ84DbGlXYt1DnOuUPoUHBrXMTCjY4PDq4lQevpDW8GRcBstHKrewP66rRR1HufgOz/Ob7/256jzkRMPPozt2qvjvl4oXv/+2y45oQxG8svPCud88CpF95SPPGvkr6t0N1PsHeKqdH9R6Mcbm2npGyKeYgnzsSrnkp+dxaqGWnYfPEJPX+zJ9uMVyllued713POZT5bk5OQ8HijDl0Q7Yilt9mfgVeJnAzAcqPMrwA+BRqXUV4IbxFhWTTNmo3Cj7QtF0rKMgoiUlpeVPfr7n/1In58aX7aSaBbmXKGc9vnnJzONigabN+b1k7FYlLG6Y2f0Rk4XL6Ens4jKpgPs/OCXiSeRnXvfAewvvgMxm1DucLV7w3Mpi2M4ggUzEWuzc9JHrkWHLsY/CL0IlYxSnAanpqZ5vLGZqrwMcl32iHOIWgrlLI5UOxtXLWPXwSOMjI9TUVwYcQyJCuUsr77rpfT09DV85evf+KuIXKeugLJKi5HBJ1xpMxF5c+D4d4C/4182chL/0pHZFHKbgVcCB0VkX2Df7BKRkGXVLkaSJboiICL20tKSM9/72lcyr1vdkHA/Hq+PZ062URy0DnOuULp98MyInmqbjxxT7L+TeFyvkcRSITQV1tGaV01JeyMPfv5e8CaWvDzl1pvxjY4x+chjMbeJSSTXbkpoPJF4fNrJFpO2eXx1y7dGPSce0Xyyx82qdBNWQ2J3xUmv4sSMhbGpaeoKs0m3hza6FkIsZ/H5fOxvPI7JaKS+qjykYM5XKIN5/dve5fvzX//2pZ6eng/Oq6OLnDqjSf04I6Y19VHZ2N122Zfomg9JsQyDiOjKy8qeeddb37T6bS+7fd79BQtm/kjLeccmvbBrVE9dio/MGAN5ILE5ylCCOWZzcqB2M60PP8PYX+6H6fgtwmB0jlRc73kHA5/4bMTzErIiNRZMrcUyFqGcSyThHJ72cXzEw9rM+edgHZ3xcWjIg9PlorYg87z5zIUUylmUUhw8dhKApTWV5wmmlkIJ4PF42H7zbZ59+/e//HJOi5cUy8Uj6YYNQ3Fx0deu275NE6GEcy7ZnQeP4rPI2WUgE17YNWpgSYqX9AUWSjjfHasQThc3cIBMRr70XTzNLVFax4ZvZBRvdw/GygpmTp664Pjl6GqdD+ECgspvfRVGsxWzQYfFaOCZn31jXtdJNerYkGmkaXyEJw4OsrSiOKyVuRCICEtrKjl84hT7G4+zvK4aEdFcKAEMBgO/v+9ew5Ybbr5XRI4ppQ5o0vFFSDI3bOyIyGNKqQueaEVkO/B+pdRN4domxTIEDofjrtUrlr/1mx97n6b96loOs9YBz47oAR9pBsXuUUNcS0Ng/lGvnv4Rfv5ML87XvZrpg0cZ++MPEna5hmPiwYexXbed4YBYLrZAKgXTCFNKh1vpmEKHRwkKQeHPudXlMzOpdJzwWM/WBdShMIkPsygs+LCID4Msjvdl7tymAr70uc9wa1WmZoWjRYQyu4Fsi479Z1pxGYW6dZtY+Kyu567fUFXB0VNN7D18lOV11ew6eERToZwlKyuTX/zkB9Y7XvofD4tIrVKqN3qrSw+t/jauEGpE5GouXPZiAzZEapgUyzmIyMqGutqf/ebbXxaDQbuPZ3aO0iCw1uHl6WE9R5W/YogzjsvMVygVwtfHsyl/8wsY+fHP8DRpY03OZebESfSveCmv/K+XYPbOz60bCqVgCh3DPgMjSu8XRfzC6EMQFCYUFvFhFr/omUQh+AKiCDqdm2avGbt4zyaK9CFMKT1DsyKrdHgDz+561Nm+bHhx6jw4xEOCU4kRkfxyvOjIs82viHc4Ugw6NmYaabYX8fize1lWW7UgaepCISLUVZZx9NQZHnxyJ5UlRZoL5Syrli/jS5//TPr7Pvjhx0RkeSD7TJIrFzv+BAShnoAfj9QwKZZBiEhaRXnZEz/7xpf0GRreOEIF83gRzKIY9QpOQ2IJB+Jl3J7Gn4vXYzh8lH9/4FOssCycPfH6999Gs3mUVlsxlb0n59WXAqaMVoasToZbBhipXM7UjAeL0YDLZsJhMZFjMmAx6DEb9TFHjQJ0Hu+goLoypnM9Xh9THi9TM17G3TN0TE7TODmNTynsZiMuhx3XyDjOFAuGeVbgUErh9Sne/JHPoBMdb7j1Wt74wpvn1edcRITy4kJyMjPYd+QYLmcqteWli1I9xOfzMTw6hjM1laGRUZRSC2Yh3XnHbRw4dKTmJz/7+Q/xR2VeViTtyrjojyUBQSiSYhlARKShrvaJd7/pdbYVtVWa9TtXKCe9sHvUwAq7hxT9OZdstFR28xFKhdBcvZKd1gIav/sTRk41AbB3zMtKu3bFe+e6WguG2thRcRUVvSfj+kIrYMxsp9uRS789kymDGevMJK68XNIMQllBBhaDftHdTwa9Drteh91sJNN+rrqGTylGp2YYxkzHyDhH2nrw+RSpVjPZTjvZLjumODPq9I9OcO93v8X165bR09fPDS+7m7o169m6Ya1myQ50dX6vU4rNyqbVyznd2u63MuuqSXdqmyYxmLlzlEdPnWHfkWOsqK9ZsN/ppz78AXlq586XpaSk/HF8fFzbci3PIbPTB0li5nWJNkyKZYClDfWfXtZQV/faFyf00BGSuUI55YNnA3OUs67XtQ5vVMGcj1BOG80c2HATzzxxgJP/92N8Hu2TboebjzT4vKSP99OTmk3OaE/EPnwIAynpZwXS5h4nZ7SbZa37sG2/EUg7e648h/lPQ6ETwWk14XJmAf5CyD6lGBnoo3tojJ3HW9CLkONKJSctFbsl+gNKU88gaxv8D23ZmRncfuP1PLP3AFs3rNUkQ9CsUM4iIlQUF5KTmc6+w8fIy86kPMqayEQIFcxTU17KkZOnOXD0BMtqqxZEMHU6Hff96HuGzdc8714R2aWUCpsDNMnli1LqgUTbXlx3necIEVm1pL7ug9/5zEc0+5aGcr0+O6KnYU4wz+wcZjjBnI9QjqWmcXD9jTz8v/fR8+zekOfsHZtOyLqMNWCnpL+JxryGkGI5ozPQk5pNtyOXUUsq6eMD5Ix0UdvViOG6F+DPlnVpohPBlZGFKyOLGmByZJDuoTEOt3QxNe0hy5lCjiuVdLv1AnGYmp5hcHgUfa4LgPGJCR549Ek++p63nnfefJMdhMJus7Fp9XIOHD3BviPHWFZXrVnKvHBRryJCfWU5h46d5PDxUzRUzz8Beyhys7P51v98JeUNb33bQyJSp5Sa0fwii41IMsAnDkTkk0qpj4f7ORJXvFiKiKOstOTRn379i/oUmzZh9HOFcsYHzwbWUWaEiHoNJ5jzEcre3FJOLNnE3z/2FcZa2yOeG49gxhvVmuoewys6xk02UqYn8CF0O3JoTS9mRm8ia7SHit6TOKZG/C6l62+Pq/9LBasjjVJHGiXZY3i8PvpGxmntG+JAUyeZjhRKslw4bH7XbnPvEFadjy233wWAx+Plrjtu5cbt4ddwxmNtzrUqLziu07G8rpozre08FSjqbDGbY32rIYm2PEREWFJTyYHG4xw73UxtRem8rheOG6/bzivuelnZT372868Bb1mQiywyi1HP8jLi2Sg/h+WKTkogIlJZXv74O974ms1ve8VLNOlzrlAq5U84UGD2kR9lXtKj/NZnkcVHzo+/mdD1FdBUs5r+nGJ+9b57mBkdi6ldJLGc77KPDmceffYsjN4ZelJzyBrroXigGbt7HIhfICW3eF7jCebR4x1sq86fdz/izI7rfDXl/734lKJnaIyW3kGmPV6KMl2c7upn65LyeVt0oYQzmlDOpbd/kEPHT7KyoRaXIzWhccSzjlIpxTP7DlGYl0NBbnyfaax4vV623XTrzK5du2+fmpr6+4JcZJGoN5nVfVnaJJRY1dGSTEoQgSvasnQ6HG9YtqR+40IJJcCxSR0Og4oqlHDOwnymsRNvcQ35LfGV5vPq9Bxecx3GaTf3veXjqDjWToayLucrkgros2fRmlbMQEoGS9v3U919DL3yAZevFRkLYrED/iSbuSLkpqUyOT3D4ZZu3B4vR9t6KctJw2ZOPABLi7nNrIw01i1fwq6DR6gsKYpbwOJNOCAirFpax47d+0mxWRMW6Ejo9Xp++ePvG7def/MvRaRKKRV5Qv0iR5Km5aJwxYqliBRWVpR/7Qf3fFyTCZlQQtnuFkY9wprU2EVLffdbrNQb2Lv5BQAxC+aUJYX9G28mv6mRL38mpoozF7B3bJpvfWr+Dw5e0dOWVkhLegnOySHqOo/Q6coHBL3yXdEiGYpZ4bQyxrTHy+a6UkYn3ew93YHJoKc8N52M1JTE+w+IZrzW7yyz0bJ7DjYyMjZGbUVZTPNkiWbmMRoMrF5ax7P7D7Nx1XIs83hgCEdRQQGf/eTHHe//8Ed/IyJXX6oJ14XFSaSe5Aot0SUiUlZaev8XP/oBixZPrqGEcsgjnJ7UsTI1/uohBq+HlU/+mfbSBjqKa6K2G0rPZc+W26k6uCNhoQT45ntvSLgt+CNam9NLeKLyKmb0RtafeYpl7QdwuEcpaailpWJVUigjMObTo9MbSLWayU93sLmulKr8TJq6B3nqaDNDY5MJ952oUM5iNBhYt2IJSsEz+w8xEyWqer4p7Ow2G0uqK9l18DBeny/RYUfk5S95IevWrNlkt9tfviAXSHJZcUValmku15s3rl1df/t12+bdVyihnPLBgTE9a1Jjz+4yN5hnVjCjWZhdBZU01axh5ZN/4b++/3B8gw9iVijV8DDijC8hgwI6nXmcyqoie7SbTaeexOjz30xnxdEKmHSKoRmFyzi/R2HV1YKU1M6rj7OIDszxFSa+oIuAZThfmjp6KMvPPq8/F7C6spDhiSkaW3sw6HXUFmRht8YecDNfoTzbjwj1VeW0dXazY/d+1q9YEjLwR6tcr1kZaYyOj3Og8fiCrcH87te+bFi37dr/FZEHgwsRXzJI0rKMBxF5daTjSqmw1sYVZ1mKSFF2VubXv/nJD877vYcSSq+CPaN66lO82OZZuDmahdlRXENL5QrWPPZ7TYQyEfrsmeyouIr+lEzWNe2kpvsYpmufj1x/+wVWZKlVaJ6cn7dLMnKRjIWvkBEXOp1/mwcer5e+4RFy0l3n7ReLHbHYcdosbKgppjQ7jX1Nnew/08HU9HOz8qEwL4eG6gqe3nuQyamp845pnRS9rKgAEeF0lIjuRMnKyuRzn/qEIycn5//kEl2DIYHlI/PdrhC+CKwBVge2LwX9/KVIDa8osRQRqSgr++fnP/IBgystLXqDCIQSSqXg4LiefLOKudRWtOUh4QSzrbSejtJ6Vj3xJ95371PxDT6IUEKphqOXrBq2OtlZtoGWtGJWtO5hacdBLNtviuhmzTTB0AzM+OIXzItSJOcyD9Fs6+mnICsj7E1rVjQzHSlsri0h22Vn5/FWjrR2M+MJPyeulVU5l8w0F8tqq9i57xDjk3738EJUDxERltVW0dXTR0//gCZ9nofNyV2vupv169evs9vt/6H9BZJcZLQrpd6ulHqHUuodQNvsz0BbpIZXlBs2PT3t/61bs6rm9hu2+3foDeCNP6NNKKEEODOlQ4+i1BLbHEus6yjnumQ9BjO9+WWsfOLPvPdnz8Q26BBEsijDuWPdehOH85cwozdS23kE59RIzPOQIkKRFVqnoDwGz+dFL47hCBbMGObblFI0d/WyoaE66rlisSNAvjWVHFcqbX1DPNnYREl2GqXZaeeJ7UIJ5SzpLicr6mt4Zt8hVi+tp/Hk6QWpHqLT6VizrJ6n9hzAZrFgT5mf2/wstnN/3z/4wQ9sq1at+h8ReeBSc8deOUahJsz9tCTCsfO4YixLEcl0OV1f/eanP3T+e9Yb/FuMhBPKnmmhe1poSNFWKGeZFcxTdetpK29g5Y6/LphQhqPDmc/T5RspGGpnQ1Ueri3XxB2wU2SBtklFpODDmKzIsaG4rvucEYO1OTg6ht1iwWwyxtW13ppKSVERWxrKmHDP8NSxZsan/EU1FlooZ3E5UllZX8Pjz+zBYU9ZsOohZpOJlQ017D7UyMzMPFM22pznCSVAVlYWn/3sZ9Nyc3O/N7/OF5+kGzYu5t54VIRj53HFiOXypUt+959vfaMpLVzwSgyCGU4ox7xwdELPqlRvTNk0Es3M01lSh218GMO0m/9uTtwpEKtQzrpj3XoTu4vX0JOaw6ZiF7kbNiZ8baNOcBqhb06hpFmBvGStyWjMimYI4TwTCOxJFIPNwZLqCmoLstl1so0z3QMRH0a0xOfzcexMM2VF+XT19jM+kXjEbjScqalUlRaz+1Bj4u/PFj547RWveIWuvLz8GhHZnOAQk1z8zM3aFHwzixgVfUWIZUlR4RaLxbLlDXe9KPKJEazMcELpU7B/TM9yuwdzDJ9mokLZXlJHT34FK3b8lV+941MUXLeV/K2b4u4nXouyw+hk5/IbKSotYGVdCSYNFkCXWoWmQKDPZS2Q4QgSzYnJKV72qrt51Zvmn3ktIyubLSuXMImRHXv2n51LXCiC5yjrqypY2VDLswcOMzE5Fb1xguTnZJFqt8Uf8BPCmpyLTqfj29/+tj03N/c+Ebkkpqhm11lqsV0hmEVk2+wGbAj8j1LqaKSGl71Yioje5XI9+I3PflR0sQZfzBHMcEIJcGpSR5ZRxVTAOWGLsqiajpI6Vjzld7163W72fParcQtmPELpNprZU7uF7uVXsTFNyDFr921y5eYxrTcx5cjSrM9LEp2OT3/1G9TXVKNVoSW9zU5DdQV1FWU8u/8wZ1rbF8TKDBXM43Kksqyummf2H2Jyyq35NWepLS+lrbObsfGJ2BpEEclgli1bxu23356blpb27gSHt7iIP2m/FtsVwnuDtg8BfwQ+EUvDy14sr7t665fWrFxhWrO0Ib6GASszklCOeKBnRqi0Rp+nTFQoe/LKaK1Yxson/8J7f7rz7P54BTMeoezKKGLnkusoLM1nZcoMRo82FkqwFVnistE8OD6/DseGwGCe3yYyr/ZiS7zuY2tbO/988GHe9rq7/Vo53+oeQetF011OtqxdyfjkJDv27NfU2osU9ZrudLC0ppKd+w4yvUBLW/R6Pctqq9jfeDzyg0AM1mQovvCFL5jtdvuHRCRnHsNMchGilHpB0PY8oB7oi6XtJeFqSBQRyaiqrHzXr7/7P4n3kZqGGh28YL8vsExkaUr0ecpEhXLUkcGp+g2seez3vO+nT19wfFYwV33Y/xDc8diOkP3EPEcJHCtZwZjNycYCGybduYcANT2BmOKPQgznYs13WHnsTC/VWamJPdWGECmvz8fYpJup6Wnc0x6mpmeYmplhanoG9/QMXqXOs9+Gx/0PAY/uP+d9UYBJr8dsMmIJbGajAYvJiNVswmY2nR8MoQsspvXFntJwlv/3vv/i/e95F8bg+pxxRtJGQq/Xs6S6kv6hYXbuO8jS2ioy01zz6jOW5SEZaS7qKsrYdfAIG1YuJWaPThykOR2kOR2cbmmjoqTowhMSEMlZHA4Hn/70px0f+MAHvgvcnnBHi8SVYxQuCF3AklhOvKzFcuvmTfffedvzxeWYX9V3SfWvyQwWzVOTOrKNCkeUTzBRoZw2WTi47nksf/p+/vMnoUUQogtmrEI5ozeyv2YzqeODrKnMnvcXMNo8pF4n5NgtdI5MUeCMozRaQCS9Ph8jE26G3GMMj08yEggssVvNWE0mzCYjdpuFTKPdL3xGI3r9hTftR/cfZdvyc9mAlFLMeL24p/0iOzXtYXJ6hqGxCSampplwuzEZDbhSbDjtNlzpQorVgsQpmn/9x78wW6zccu02du/ZE/qkWZGJRTQjZCHKcDnZsHIZuw4epigvl9LCxKqsxLOOMicrg5HxcQ4dP8Wy2qqErheNmopSnnh2LzmZGeeWk8xDJIN55StfqfvOd76zXUTWK6V2Rm/xXHFFRbLOGxH5OufmPPTACmBXTG0v0fzBURGRyhXLlp3Ydf9vE36yVd1NF+4bHWTE47cqNzoiW5WJCqVPdOzecjtlx3bzma/8PqY2erOZVR9+N+0PPnZWMGMVynGLnb21WyhvO0LBpnURz41kXcYbqDM+7WF/xxCbSjMjn2hz4PX56BuZoHt4jKHxKRBwWM24HA6cKVYcKdaESlrNFctYcE/PMDw+ydD4BMOTbsYn/QKaleYkNzOd1BSb/wYWQTjf95FP8tP/+w02q4Upt5uR0TFeeOvN/Px7Uf5mQglnjOn6vF4v+xqPYzQYWFJdEdf3IpGEA0op9hw+SobLmbBAR2NweITDJ06xefUKJMWlad9PP/00t99++/7u7u6VF2ui9SUWi/q9Rst1ak6cuuxLdInIq4J+9ABNSqnw1khw24v0b2DebNm8se09b3trwe3bE1/mEEosfUqxo2uSpRZ3RKtyPoWbj6zcjm1siP/5xA/iahcsmB9aG1u+0j5XLo1lq1l2/Clc114bU5u5gjmfaNadLf3UZTtwWC5cY+g22ugeHqNraIwJ9wyZDhu5Tjtp9iBhNM2vYHciYjmLWM59Du7paXoGhujqG2BsYooMl4PczHQyXQ50IZZvHT7VTFqqnfzsDB55/En++5vf5q+/+nnsFw8WzThy2yqlONncSm//IGuW1mOKYW3nfDLzeL1eduw5QF1l2bxdwOE40tSOyWSisrJS875f8IIXjN1///13zszM3K955xqw1GJRvy/VRiyrj13+YgkgIkaghsDMk1IqpoW7l2WAj9PhWOf1Kc2FEuDk8AzZVgPOCOny5iOULeXL8BqMcQslnHPJXvPa22nPKot4rgKa8mo4UbyMdYceilkoITB/qdG6yNK0FJqCAn0mDVZODM/wRMsgu061M+3xUleQxbb6UpYU5ZDpSJl3UeSFwGwyUZSbzdoltWxbs4zczHS6+gZ4dNd+nj1ygva+QXwB74/X66NnYJjczHmkXJxdfhJnEngRoaq0mIriQnbs2c/IWOQgq/mmsNPr9axZWs/BoyeYWIilLDYnNTU1tLe3Mzo6qnn3X/ziF+0ZGRnfFJGL748OAonUk0kJYkVElgGHge8CO4BHRWRVLG0vyznL2prqh+75xEc073dk2kvPpIdNuX5rJtRc5nyEsj+rkK7iav7vLR9LuI+vvW0bnsOPsKvhagAKes9ccI5PhEMV61EirDv4IIZbo6w/XUCy7WaOdA/TPqVoHxhl2jNIUYaTtRUFmI2X5p+nTqcjO91FdroLpRQj4xO0d/dy/EwrWekuzEYjeZlpZ92gV2/ZzNVbElgHb7QkPMacrAxsVgu7DzVSW1FKbtaFrnCtcr1aLWaW19fw7IEjbF69HINBg99r0NykXq9n+fLl7N+/n82bN2t646+treXGG2/M/c1vfvMfwM806zjJc8U3gFcppZ4WkT3AC4DfAVdHa3hxPi3Ng9rqqtvT0tLsW5bXadqvTykO9LtZlmG+IHpTUtOQ1LR5CeVEioNjK7bxu/ffg28msZD72TlKg8/DmsOP0JpbcYGF6RUde+q2kTI5wrITTyUklJKRj5qe/1KEaa+PkyMepn3Q1DNEbUEWV9WWUJLlil0opycRgzHhDZHE2lpis+hEBKc9hfqKUratXU66y8GJlnb6hkfpGhhetEw7oUi1p7Bp9XJONbfR2tF13jGtk6KnOx2UFxWw5/DR+b3nMMtBXC4XGRkZnDp1ah6jDM1nPvMZm8PhuEdEtK9CrQHJpARx4VRKzS4tEKVUPxBTZfXLSixFRHR6/X1f+ORH59VPKBfsyeEZcqwGHKbwdbcM5SFC2GPAYzCyf8PN/OPT38A9GL3iRyjmBvOEEkyvTs/u+qvJGminov0Iuhe8JO7rSMa5QI1EBXNCb+VA7wRPtQ5i0Ou4qrYEr0+RaonzXmSy+LfnAtH5tzjQ6XTYLGYy05wsr6mgp3+QR3cf4kxHz1kXbczMw6oMxmQ0sn7lUlq7umlq6wAWpnoIQFF+LilWK8dONyXWQZRI1+rq6gVxxxYWFnLXXXelu1yut2vasUYk3bBxoQ/KzqQTkTuJcZ3lZSWWV23c8OaGujrb8gZtrcoJj4/uCQ8VzujBEPEKpgIOrbmex378O0ZOXegyjYVwUa/BgtmSXcGz9dvJ622ipOsEMk+hTIRpUwqH+ifZdaqdbGcKW+tKKctOI8Viwm41MTAW45zWcymSc4lTNJvauigryCU1xcaymgo2r1zC9MwMj+06QFvPAOo5mBoz6PWsX76Ert5+TjW3LohQzlJfVc7QyCidPTHdn84Rw5IQvV7PsmXLOHToUIKjC8/HPvYxi8Vi+YCIXCR/eEkS5H+A2fI+HcDzgLtjabgg30wRKRKRh0WkUUQOi8g7A/uXi8hTInJQRP4iIo7A/utFZHdg/24RuSZMv58QkXYR2RfYbg46JkMjI1/+xAffh5oYSXjsoazKY4PT1LhMERfP+353rsC2obwoZtHsLK5hV2M7nY9fmHQgFqItDzH4PKxofJzG8tXYJ0co6jmtqVBGtS5tDjxmO8eHptlxrAWnzcKWuhJyXannPc2WZqXR1DsUvp9ZgbxYRHIus6IZQexmZjwMjY2RmXbuxm80GqgpK2bjigYGR0Z5fPcBugdH/KKpC+PF0MiqDMYfiFPHiaZWRGTBqoeICKsa6jh66kzsGX7iWDuZlpaG0Wikt7c3wRGGxuVycddddzlSU1NfH+k8EXGJyG9F5Gjg/rdRRH4VdM9qEpF9Ydo2Be6B+0QkprV//nZJN2ysKKV+qJQ6Enh9k1LqdbGWZFuox1gP8F6lVB2wAXiriNQDPwA+qJRaCvwB+M/A+X3ArYH9rybyRPpXlVIrAtvfZ3duu2rTncVFRdaG2ug1AeNhZNrLlFeRZQ3vfg1HNMF0W2w8mVXH0R//IqGxxbKO0qvTs792C3VndjNmc9D+vJfGfZ1oFmVIwbQ58FlSOdMzyONHmzHodWypK6EowxnS5ZOWYmHCPc3U3PJLMQik8kxHPL7ohBHNlq4einKzQ75/s8nI0upy1jTU0N7dy459hxkYHvULZjjR1BCfz8fuQ41UlhahlDrrkl0ITCYjtRWlHDh2IvKJCaarq62t5ejRec6NhuADH/iAOSUl5cNRkqx/DfiHUqoWWA40KqVeOnvPwh9MEmnx9PbAuTEt4RCSuWHjQUT+HTDkzttiabsgYqmU6lRK7Qm8HgUagQL8a1seC5z2APCiwDl7lVKz387DgEVEzPFcc3xi6nsf+8B752VVhuLo4DS1aaaQN7hZgq3KuYSzMhXwq+zVHPvpr/AkkLczJqEUHbvrtpHfe4bi7lOsLU2jdVpPmzv2X3usrlc1PeXPrhPYBsYmePxoM+4ZD1tqiynPSY+45ENEKM500dI35N9xMVuRsRJkbSqlaO3qoTg3cikum9XCqvpqllaVcbypld1HjjM9M3NONBfAqgyeo6wsKWLN0no6e/pomRP0oyV52VkI0NEdxgKcRyYeu92Ow+Ggs7Mz4T5CkZOTw8033+y0Wq0vC3U84CnbCvwQQCk1rZQaCjouwJ3ALzUdWJJ4eB/nEql/DL/exJSUYMEnSESkFFgJ7AQO4Q/VBXgJEMr0ehGwVykVrmzB20TkgIj8SETSAK7eetX1VpvVsX7VinmNda4Ltn/Kiwikmef/ZD9XML/UbsE9PELfvvjnV2IRSh/C3totZA+0UdR9CnnBSzAIrLXPxCyY8cxRiiMD8KehO9TazdH2PtZU5FNbkIVBH9vnV5CbRcfgGMoY13PSJUHv0Aiu1NTz88BGwGFPYcPyevIy03ly7yG6+gZAH19x6FgIFcyj1+tZu7yB1s4u2rt6NL/mLEtrqjh2ugn39BzPgAYp62pqajh+/Di+eebXnctHPvIRq8vl+qyEfnouB3qBH4vIXhH5gYgER1puAbqVUuFMagX8KzAV9caYBqSRC/YKMSxRSu0J2h5XSr0NiGnd1oKKpYjY8bsd3qWUGgFei98luxtIBabnnN8AfAF4U5guvw1U4M/n1wl8GcDj8f7iw+/TtqKOUoqjg25qXdrduGetzA/8/RRlt93EsQTcr7GmsDtatgrn2AClncfPm6OMVTATEcqBkTGeONpMitnExuoiUswxRrcGrEiDXk+m0073YPzeAeWZPmd9xbMh8bdJQMyb2jopK8yLaW4zmPzsTDatWEJrVw97DjX6rUyNiBT1atDrWbd8CadaWhkc1tZbM4vfHVvGwaMB7UjQ7RoKi8VCTk4Ora2tmvQ3S1lZGVdddVWmwWC4JcRhA7AK+LZSaiUwDnww6PhdRLYqNyulVgE34b9Pbo1lTMlo2PgJzC3P/rH9SUSiPtEvmFiKP6XQ74D7lFK/B39xTaXUDUqp1fj/aE4FnV+Ifx7zVUqpkIullFLdSimvUsoHfB9Yd+3VW9e7p6czn7d9q6aBPd2TXuxGHammyB9RJBdsyOsA173zDRz9yf/F7X6NVShbs8uZMtuobD0YMpgnmmDGK5Ren4/Dbb0c7exnTVkeZdlpsX35QrhaS3MzaeqKL1JSDCbEsIhL4OJ8FJ+ccuOensGZOicFYYyiaTYZWbt8KTmZGTy5ax9dvf3xjvgCYlkeYjQYWLO0nn1Hji1Yfcq87ExEhI6heZZrC0FlZSWnT5/G642/IkwkPvaxj9mysrK+FMK6bAPaghKv/xa/eBKY53wh8Ktw/c5ORSmlevDfCyMnak4SMyJyp4ikiMhaETkA7AX2ichB4HGlVNQ/koWKhhX8fvtGpdRXgvZnB/7XAR8BvhP42QX8DfgvpdSTEfrNC/rxDuCQ0WT65Xve9v80Hb9SihND01S7tL8Bt6cXI8PDbG1v4o7M2PK3QuxCOZiaSUteNcuOPxVxHWU4wYxXKEcm3TxxvA2b2cjGygJSzFFchVGiWu1WCz6lGJuMfnNedJG8YACRRXNqaop1V1/Hys3beN0b3sDHP3tPmH6iWJsB92tBbjabVi+ntaOLvYePJiwC8ayjtFmtLK2tYtfBw5qLjv8CTpauXM2xY8dwu7UVZKPRSFFREadPn9a03yVLlrB06dIC/MGLZ1FKdQGtIlIT2HUtcCTw+jrgqFKqLVSfgRt56uxr4Ab801ZRSbphY+K/lFLj+INMX6+UKlNKlQGvJzDHHI2Fsiw3A68ErpmzzOMuETkOHMW/xuXHgfPfBlQCHw06f1ZYfyAis5FhXwyEVh8Atufn5X76TFNL2Z23PV9Tq7Jt3EOGRY/VoK1VOWW0cECfi+E354LhYhHMWIVy0mTjUOV6Vh19DOPz74h6/lzBjFcoO4fG2NvczerSXMqyXOesyVDVNuII2CnNzaS5O7R1OSuQz6lIziXMHcdsNvPgn3/Pt//3Wxx46nH+8eBDPP3Ms1H6imxtmk0m1i5vIM3pYMee/XFbfIkkHMhMc1GUl8u+aMWW4yXgcjWZTNTW1nLgwAHt+g5QVlZGW1sb03PnRefJu9/97tT8/PyPhzj0duC+wD1qBfC5wP6XMccFKyL5IjIb0Z8DPCEi+4FngL8ppf4RbRxCUixjZDZYYEwp9czszoAXYCyeDjRFKfUEhE1J8rUQ538G+EyYvl4f9PqVwcde9pIX/a26qhK9Xh+irkNieH2K08MzbMydXzWLuSjgYPEqDD/8NTJ1vvt1VjD/0Hfh7yxWofTq9Oyp20LDqWewPS/UdEpoZgVzl9uOjLopTI1hPi41nWOd/QyOT7GpsgCjIYS73+cFS0xZpC4gN93JsdYuar2+szUoLypxjMTsXUcpRITRSTfZGen4fF5mZjyxzw1Fcc+WFuaTmmLj6b0HWF5fQ7ozes3W+WTmKS3MZ2RsjJPNrVSVFsfV9gJCzEvm5eXR0dFBR0cH+fnalfPS6/WUl5dz4sQJGhoaNOv3hhtuwG63bxCR3IBFCYBSah9wwbIPpdTdIfZ1ADcHXp/Gv9QkycLQJCIfAB4Rkc8C/xfY/3IgrDczmEs2g4+I6Hbv3X/TK156p6ZPu02jM+SnGDDptX3U6nbm03/wNPrGo2HPmWtlxiqUCthfvYnirpNkXH113GMzZuazNi+V1hE3baORLRVvShq7z3Th8fpYX5EfWihhXqWzdCLkZ7joGBy9+KzIWAk8rp9qaeOuV7yK7PJart++jfVrtauAlJHmYv2KpRw6duKC3K5z0SKF3ZLqSnr7B+c3ZxohgGfp0qUcO3YMjyemikkxU1xcTF9fH5MaVj3xer284hWvsGdmZr5Ts04TQQTRabNd5twN5OJf2nMrcF9guwV/QFVULlmxvPOFt7916ZIGGXdP8+gzeznd1c+MJ/45lWAX7IxP0TbmocwRQ42/OFywPoSTebUY/viXqOfekWnnjkx7zEIJcKpoCZbpSYrXx1Rp5jxmXa8GnUQVzEmLg6dO+lPVNRRmhbeSZoUywbB9MZgoyc+luSvOLCw+7wWRq0p0THt9jExM0TM0Skt3H2c6ejjV3s1TB44y6Z7mdHs3Zzp76OgbpH9knHH3DF5F6EhYQ+zLN0bGxjGZTBzY+QRtxw7xzO69HDrSGN97sqdHFBib1cKmVcvp7O3j8PFTIR8ctcr1qtPpWLO0nqOnzjAapbTXhQONHulqMpkoLi7WfI5RRKiurubYsWPz7mtkZIT9+/fzxBNPcNttt+mNRuProyQpWHCSbtjoKKX6lVLvVkptUUotm7MtjaWPS7MGEtDW0fXxz3/iw6ysrcQ9Mkhr7yA7Gs/gSrFSmpOOMyV+y6ZldIaiVAMGjZ+y2jOKGXvsGYzDwzG3kaIiVAxh7/3ObPqcuawvS4t7XHPnKGcF89lOfyLqYJfsiCGFvac6WFacTXqkz3auRenz+esuxjKeIAvSajZhMZkYHB0jbW4UaQiU6JhyTzM0OMrQ6BhDo2O43dMg/qhOi8mEJdCnwaBHLzrsKVZGxsf9bnzlY3Rikr7BYaamp3FPT+P1+QAh1WbF5bDjSrXjdDgxGPQQg+Pfv1zE/xm7XE6u3rKZfzz4EEvqY8xdbE8/99rmhInQfz8Gg4G1yxo4drqZZ/YfYs3SevSBta1aJ0U3mYysWlLHnsNHuWrNirPXiUgcy0FKS0t57LHHKC0txWTSzqOQm5vLiRMnmJqawmKJL7GDz+ejo6ODpqYmjEYjpaWlLFu2DBHh2muvtf3iF7+4CYj+JJzkOUNEXqmU+tmcfVb86/1fr5SKukznkhRLi9mcX1NTnbF143rUxAgmg56KvEzKczPoGxnnWHsv0x4PJdnp5Kc7wmaOCbYqlfJblZvyootsPFalV3Scya7E8JX4k3ZIkT+RQTjR9OgMHClfw9qCFOLV93DBPKEEc0ifwv7mHtaW50VeO5mA6zWSi7UsP5umjh7SakKL5aR7mq6BYboHhpiccmM1m3A6UnGl2inNz8Vijpx5CaB/aISS/Jywx30+H6PjEwyNjtHW3ceRU814fT5cjlRyMzPISneGFIwZj4fTTc0U5fjrRE5OTvLgw4/ygfe88/zH+HimECIIpohQW1FKU1sHO/cfYt3yJehEFiQpusOeQmFeDkdPN9FQVRF5vHGi1+upqKjQfI5RRCgtLaWpqYna2tqY2kxOTtLU1ERXVxc5OTmsWrUKm+380mzvfOc7bQ8//PDHeA7F8kpJVTdPPiMiDymlOsRf7Pl1wPX4V2G8LZYOLkmxvGrTxq9ef832C/aLCFlOO1lOO5PuaZp7B3ns0ClyXKmUZKeTEqEEVNeElwyLHqPGVmVzVgUFA600TUzE3Oa6j5yfvzWclXm0bCWl2Q6suvjcz9GiXoMFc1xMdA/3sK48D1ukZSGRhDKEdRnLPGSGM5VDp1uYnvFgMhpQSjE8NkHXwDA9A0MYDHpyM9JYWlmKzWL2C6PGeVR1Oh3OVDvOVDslADo9Pp+PwZFRunr7OXq6CavZTG5WBjmZ6VgCDxNtXT3oBa655Ta8Xi8+n487X3g7z7/peedfICgg6DyCrcpgIggm+ANxdDodO/ceRKfTkZOZviBJ0cuLCtixez8DwyMXBhfNM7FAUVERjz32GJOTk1it2gXaFRQU8Nhjj1FVVRXWIlZK0dvby5kzZ5iZmaG0tJTq6uqw569Zs4b09PRqESlQSrVrNtgYmY2GTRKVdwP/FhEFOIB3AO+IZX3lLJecWIqI1FRX3fa6V4ZMz3gWq9lEbWEO1flZdA6Osv9MO3qdjtKcdLKd9gssjjOjMyzP0DbN2ozOQFtGMdPv/Vi81QovYK6V2e/MYaK4iiWm+DK6xLo8xKATqgpyePZ0B7X5GYkL5Sw+HxJnrlcRoTg3i9PtXej1etp7B0i1WcnNTKeiKA+j4bn589XpdGS4nGS4/KIwNjFBV28/uw42YtDrKc7Pobm9ixu2b+XW5z0aW6fBf48pUVzqUQSzMDeb0y1teDxeigvywp43H0SE5fXV7DpwhC1rV/rFRKPsOyJCTU0NR48eZeXKlZr0CX6rNS8vj/b2doqLz4/onZ6eprW1ldbWVtLS0qitrcXpjO39vPzlL7d94QtfeA1hIvqTPPcEEuP8XkSuB16DP1PcGhH5UYT0g+dxyQX4ZKSnrSosLDRnpqfHtLZSp9NRkOFkU10ZdUU5dA+N8uihU5w4fhy31/80P+z2YhBIMUb/OOJxwZ7KraG05xQSR4qyuVblXKSoCG9xKUdWXseylJm4nirjWUc5rE/hSHsfW2uL6Roep20gzGcdo+tVEkgRNzgyRv/wKCfbujAYDGxeUc/q+ioKsjPCC6XP67diY90gjvNDWxd2m43KkiKuWrOChupy2nv6mJicoqm988K8p1oRRphm5yiL83OpqSjlmX2HFiaZAP73XZSfy9GWTs2EcpacnBzGx8c1L+Q864qdDYQaGhpi79697NixAxFh8+bNLF++PGahBLj77rsNNpsttlyuC0Ay3V3sKKUeUEq9HP/ynlb8a2KfiKXtJWdZLlu69H/+4yUvTqitw2ZhWWk+Hq+X1tOneaZ7ErtRx7RPUZ6qbZLqKYOFXkcO7nd/ZN5W5Vwa08opc5ixEvuNOB6hHDHY2dfcfdb1uq48n2dO+4vCFKYHudziFUqlYvIZ9Q+PcrS5HZPRQHmB34JMsVqiW5ILXcoqnMs0iNSUFARh7bIGxicneWrvIdJdTmrKijDHErASzaoMZo6FGSqYx+fz8cz+w6xfsQRdjIFW8VBeU8+OHTsYGBggPT2M6zgBRIS6ujoaGxtZt067rG8WiwWbzUZjYyP9/f1YLBZKS0tZsWJFwoKRm5tLRUWFS0QalFKHNRtsLFwBkawLQaAazP8C/ysiS2Jpc0lZliKib25p3XDXC2+dV8YefV8rpQ4jV+VZyUsxMOj2cnTITcvoDB5f+BthPFblifw6KruOIhpXPeizuJgwWChK0SP2NMQe/eYaj1C6rU72Nnezpiz3rOvVoNexrjyflv6RcxbmAliUIxNTPH34BKfau1lWVc7ahhoyXA7KCnI50x5mHeF5SdEXiQjx9lPuaSamJslMc1JakMe2datIdzp4as8hjp5qTmh5U0QCFl24qNeSgjyyM9I4cPSE5vUdsflrk65YsYIDBw5obsFmZGSglGJgYECT/sbHxzl8+DBDQ0N0dXWxZs0a1q5dS1ZWhGVQMfLKV74yJScn582aDDTJoqKUiimt4CUlljqdbtvqVSv08YZ+h0NEmPD4qHaaWJttZcqreLJzkkMDbsZmEhe5cbOdUauDw5//aVztorlgPaLnSFoFyysKzvtyRxLMeITSZ/cnHGgozMQ+JxjqPMEciS0BfEihDHHDnpj2sPvYaQ6ebKK6pIB1S2pIDVqe4rSnMOPxMhGc2m2xBTIcc0SzpaOTkvy8s78fEaEwN5ut61ZiNhl5Ytc+TrW04w31UBaPVRmEz5IaMeq1vLgQpRRnWjWKP5mzZjIlJYXi4mKOHg2fcCNRZq3LRIVeKUVXVxdPPfUU+/btIy0tje3bt2MwGDS1tF/+8pfrdDrdywJ5rxeVpBt2cbikxHLpkiWfftXL7tTstzq7XKTQbsRi0FHtMrEl30qmRc+hATdPdU3SOe7BF+cX9UReLdUdjZq7X084iykZ7cBquLDnUFZmPEJJajoHWnvJd9nJSrWFPMWg17GutoKWnkHa+gYjdhfRolTqbMKAUx09PHPoGIXZmWxaXk+6IzVkk9L8HJo7ey8ekZyLCApo7+6lIESBZ51OR1lRAVvWrMTj8fLErn0MjYwRiGdMXCh9Pp599lmycvPDRr2KCMvqquno7qW3P/LvLSph5ibLysoYHBxkZETbcl4OhwOLxUJfX3yVaNxuN8ePH+eRRx6ht7eXJUuWsHnzZvLz89Hr9RQVFWlavislJYW1a9daibE2opYsVlICEblRRI6JyEkR+WCI4yIiXw8cPxBYooGIFInIwyLSKCKHReSdQW3SReQBETkR+D+xL8IicMmIpYiYRsdGV9907dWaJU0fcvuwG3XnpbbTiZBrM7Ahx8rSDDMDbi+Pd0xy7MmdTBmiW7RTBjPjllQyRuMrmhvNqpzUm+izplGyInL6yFnRjDcp+pneIXRAaVaEwAaT1S+YNaURBTOq61WvZ3xyih37jzDlnmbLyiXkZEQo66XTk5eTRVdffyBRQBQCyQRi24jtvBgMhq7efjLT0zAYDGHvPgaDnpryElY11HLo+CkaT56J7T2FfJsBoczKory8PGKQjV6nY82yBg4dP8n4RAJp36Jk4BER6uvraWyMM0NRDMyW2oqGUor+/n52797N008/jclkYsuWLSxdupTU1PMfwgoLC2lra9PUNX333XenFBQUvEOzDmPAv3Rk4S1L8dd7/Bb+1HD1+Iti1M857SagKrC9EX/9YQAP8F6lVB3+Si1vDWr7QeAhpVQV8BDn1//UHBGxiMi7ReQPge3dIhKTq/KSEUtg21UbN5hjyhgSI81jMxTbwweN2I06GtLNXJVnxTIzyZ6K9ewpW0e/PTNs/paWrHKKe0/z728/qNk4AU64Sqkaao7ZXSK20BbaBec5MugZGadzaJylRdnh+w+ao4wkmNGEUul0nG7r4tnDx6krK6ahouRssvTzmDMXqQ+sGezsiZKXNDjKdZFpauugtDDoISXCY3tqio3Nq5djNBp4Ys9BhoaG4rrWBUI5SwRBs5hNrGyoZdfBI8zEk381xkjX2QAfreYYZ3E6nXg8HsbHQ6fY83g8NDU18dhjj9HU1ERZWRlbt26ltLTU/+ASAqPRiMPh0HSst9xyCz6f79rnwhW7CKwDTiqlTiulpvEnIr9tzjm3AT9Vfp4GXCKSp5TqVErtAVBKjQKNQEFQm9lgkHuB2xf4ffwYv9j/D/6iHg2cq34VkUvml1pWWvr65994g2ZW5YxPMTztI8MSXXzlDz+lqL+ZTccepbz7BG0ZJTxZew1NWeXM6M59Gb2io8tVQP5AfO6daFblmMHKmNFGzmR8CazFlhpRNMWRwdjUNEfa+1lTlosuXEKGEME8oQQzmlBO+xRPHzzGpNvNlpUNpDtDZOaJ4GYtzc+lqaMzdOfPoUiCf62lUorUlNAu7FCiKSJU1i9l1apVHDx4kNOnT8dk6YQVylkiiJvLkUplSRF7DsUwDxhDPte5zHeOMRxlZWUXWJejo6McOHCAxx9/nJmZGTZs2MDq1atJT0+P6aGypKSEpqYmzcZoMplYtmyZkUDB50Uh4PTQYgMyRWRX0Ba8HKYA/1KLWdo4J3gxnyMipcBKYLZAdo5SqhMg8P+FcxjaUqeUeoNS6lGl1COBqlYx5Z+8JMRSRMTn89106w3XatZn57iHfJsh7olt18Qgy5t3s+7EE/hEz9M12zhYtIIRi4POtEJyhjt45H//pdk4AY6llVEzeAbdlpiS4yNp5/+9hRJMcfgjDfe1dLO8OBuzMYyFHSHq9TzBHIxcEm7UPc2O/Y2U5mXPsSZVzBGttsDykeHgJN7PsUjO0tTWQWlRDK7vYGszxQVAamoqmzZtYnh4mP379+OL4JaNKpSzRBC5gtxsbFYrTW0d4dsmuG7S4XBgs9no7u5OqH048vLy6OvrY3p6mo6ODp588kkOHz5MdnY2V199NVVVVZjN8a3lTU9PZ3R0VNMqJ3fccUdKZmZm5IwpmqKNCzZwH+xTSq0J2r533oUuZO4TUcRzRMQO/A54l1JK28nt2NkXvFRERJbir68clef+LhMbS5fU16bMJwp2boHnrgkPeSmJLzM1eacp7znBVY0PkTvcyfGCBg4Xr8AyPYnS0FU8ZErFK3oy3LEnYQ/FrJUpjgzEkQHAqZ4hMuxW0lLCfK4xLA8x6HWsX1JNS1cvrWFcpN1Do+w+coJVtRXkZc1vLV5ZQR5N7V0XjUi2trVx9Y3P55bb7uD6m57P17717eiNQqDX61mxYgWpqak89dRTuN0XVn6JWShniSB4dZVlNLd3Mh5ctmoeIhlMbW0tx44d09S6nJqawmw28/DDDzM4OMiKFSvYsGEDubm5CUdyigjZ2dn09MQXXxCJF73oRWIymRZRLBeNNqAo6OdCYO7TVthzRMSIXyjvC2TTmaVbRPIC5+QB2v0yQlMJ7BWR3SKyC9gDlAQCkB6O1PCSSEqQkZHxshuvv1Y3HxdsMF6fYtKrsGuQsUeArJFuTB43PhEaD3Xj++gH0e07iOGxx5GByNGHkVywCjiaVkb9wCkkQavyAgxG8MwwOjVNx+Aom6vD5A2NYx2lAVjfUMXOw/6sUUXZfjFWSnGqs5fu/kE2LqvDbAqR+EE3W8EjhhueTkdWZjpHTjUx4/FESVIQY5+xEOFmbNAb+M/3vovKikryszJYfdXVXH/NdurroiTrDiFKIkJFRcVZwVy5cuXZTDJxC2XwdUKkxjPo9SytrWL/keNsXLUMCVi5WmC1WsnIyKCtrY2ioqLoDcKglKKvr48zZ87gdrspLCxkenqa+vp6zZY65Obm0tTUpFnB6czMTHJzcx0iUqSU0i7cNhKLU4vyWaBKRMqAduBl+AsnB/Nn4G0i8n/AemBYKdUp/l/WD4FGpdRXQrR5NXBP4P8/LeB7AH9O2IR47h/NY8DldLzmxS+4RbP++qa8ZMUwVxkPLZlllHWfxPiHP2P6zBfQdXQw/bq7mX7rm/DW16ES+HL3WdIwe2dwzMRZOzAKSm9gf0s3y4qzQ1dkSSDhgEGvZ31D1VkLUylFY0sHI+MTbFxWG0EoYyDIihQRCvNyaO2M9AAaHOm6sOTl5eJwplNSkEdqaip1NdW0h5tXjZHs7GzWrFnD3r17GRgYSFwoZwljLWa4nDjsKTT1zHM5SQiqq6s5efJkQokKZmZmOHXqFI8++ijt7e1UV1ezZcsWysrKSE1NZXBQu/GmpaUxNDSkqRV86623Wm022x2adRiNRVg7opTy4K/O8U/8ATq/VkodFpE3i8hsMoa/A6eBk8D3gbcE9m8GXglcIyL7AtvNgWP3ANeLyAn8VUDu0fCTCfU+9gAtQD6QBzQrpfbMbpHaXvSWpYjkrluzOiPHrq0LttCuXYFnj07PYEo6S1r2AiAeD/pndqF/Zhe+wgK8V2/F86Lb0T/9DPodTyHj/gok0azK465SVvTFHoof1aq0pABwqqufTIcdly3EZzqPzDyzgvn0oeO09fZjs1hYWVMe2gq4QChDWIJh3KzFeTns2HuQssK8oL6fm0XVg8MjWCxmLGYzTc3N7N1/kPVrV0duFIOr0263s379enbu3Iler6egoCAxoQy+ZggLs27ZCh5//HGys7NJSUlJvP85mEwm8vPzaW5ujnncw8PDnDlzhqGhIYqKiti0adMFNS1LSkpobm7WLLWeiJCWlsbg4KBmfb70pS81/PjHP3498HVNOrxIUEr9Hb8gBu/7TtBrBbw1RLsnCPMFVUr1A9oFo0RBRK4GfgI8CdwAHBGRzyilHojW9qK3LPV6/XXbt16lmagrpRh0+0gza/fWO9MKyRtsC7lcRNfWjvHnv8T0pa+Cx8P0u9/BzN2vxFdSHKKnc/RbXKR4JknxTMXsgo2F0Uk3HQMjVOdn+V2ywWiQwk6v0+FITWFkbJI0x4XVXYAIFqW6MMl5CEwmIw57Cv1DIyymFRmKM20dlBUWMDY2xote/ir+54ufw+FwhG8Qx5yg2WzGZDIxMTGBy+Wa/2DnXtvmr8W5bNky9u3bp3kEa3l5Oc3NzRH79Xq9tLa28vjjj3Ps2DEKCgrYtm0bFRUVIYs/Z2RkMDw8zEwcxQmikZubS2fn/LwBwdTV1SEipSKiXfXqcMjirLO8jPgicK1S6j/wR+7eCHwyloYXvVgWFRbeuX3L5oR/k3OtyuFpH06TTtOCqW0ZJRT1N0c8R6amMDz8KKbP3IN+x9NkvOd1PJm7klZ7Lt4Qy7LOpBZQNtKm2RixpKCU4mBzF8tK884tEzEY/ZtGuV6PtnSifIpr1i2jtauX1u45mVciuV5jWp7mF8eywnzOhIvmPO/0GFxPCbqnpqdnGBkdw2G38aKXv4r/eOlLeOFtLwg/ljiEctb1mpuby9atWzlw4IA27sfZIJ6gsaSnp+NwODTNaAP+tYyZmZl0dV2Y13c2T+tjjz3G2NgYa9asYd26dVHztIoIBQUFtLdrVzoyKyuL3t5ezfoDWLVqlQ5Yq2mn4dCJNtuVgVkpdSrwWpRSk0BMDzUXvRtWp9Nt37YypqTwMdE14SHHFv1tx+qCnTDZ0Pu8PPn1v8Z0vgBy/ASre48wpTfRYs/jibxVZE0OUjLaQYpnkgmDhRm9Eef0mHaBPUDv8DgWowFXSghhnBUxX/g5pmhC2dTdx/jUFKvrKhER1i+tYefBYwAU5WTGJpQhK5Nc+EVOczqYnHIz5XZjCbNkwOv1MTI+ztDIKGMTk0y53bjd03gC82jDo/7lLo88vQsAs8mI2WzGajbhsNtxOVKxWS1hb94tHV0U5efy+re8nbqaat7zjggF1xMQyuA5ynXr1rFz507Wr1+PzRZmLec8qKmp4cknn6SgoCBsoeNEKCsrY//+/eTl5aGUoqenhzNnzuD1eiktLaWuri7uHK2FhYXs2bOH0tJSTcZoMBiwWCyMjY1ht4dY+5sA1113ne2RRx65Cb+7L8nFgxIRa0AkjSLyfuBUtEZwkYuliBRetWmj1WzWzpvRO+ml0qldfz3OPLKHO0mk6p7FO031cDOVwy102zI4mFGFKIVO+SjV0qrE734+1t7L6sq564jnEEY0owll3+g4rV19bFped1ZcDHr9OcEUoShEzlR/53NulkrFZGWWFOTR3N5FTXlJoJliYHiErt4++gb983MOewouRyp5WRlYzGbMZtN5UbSPPL2LqzesQSnF9MwMU243k1NuhkfHaOvqYWJyEovZRE5mBrlZGdis1rPXauvqhpkpfvbLX7G0oZ4VG64C4HOf+Bg333jDuYHOUygBbDYby5cvZ9euXWzatClsZppEMZlMFBQU0NTUREVFhWb92u1+V/zBgwfp7+8nPT2d+vr6yK7qKFitVrxeL9PT0yFdtYmQm5tLd3e3ZmJ50003yT333PMi4COadBiW6ME5Sc7jI/iXtJwAduC3Kl8TS8OLWiz1ev3Vm9et1cwFO+HxYdQJhiguh3hKcXU78xj97NfimjWbG9ijQ5E30UfeRB/DxhR25i5nwmhlwmij2Ksw6yP3HktgT3vfMGl2K7ZQDx6GEEIYEE3RR/8TmZie4eCJJjYsq70gdZ1Br2f98np2HvAHKl0gmPPIDFaQk8Vjz+whw+WktbObwZFR0p2p5GZlUFNeikGvj/lGIiKYTSbMJhPO1FRyszLPvb/JKbr7+tnfeILpmRlyszJJsVpIczpYXrcGNT6U8HsIJlrUa3p6OqWlpezdu5c1a9ZoPs9UXl7O448/TnFxMUbj/Oq7KqUYHBykqamJiYkJvF4vmzdvnne/s+Tk5NDT00NhYZilTwn0t2fPHs0eFMrKytDr9QUiYgqkh1sQRECuHBfqvFFK/TXodVwFuy/qOcu8vLwXbd+8XrMxdk94yLFp52Ka0RnwGIxR11LGw6jJTsloB5s792Aqr+GZPjd7+qcZcHsTDsDw+RQnu/qpys+MfvJcooiZR8GzR06woqYcaygh1un9grmsjpbOHlq7gpZ8hOtbhAuTg5yP1+ujvauH6ZkZjp5uoig/h+0bVrOivobcrMyIyczjxWa1UFZUwMZVy9i0ejkWs4kDR08wPjHJwFCUZBExWpWxLg8pLi7GarVy/PjxeN5CTBgMBsrKyjh58mTCfXg8Hpqbm3n88cc5ffo0JSUlXHPNNXg8Hk3FPTc3N+RcaKIEW6tasWrVKj3+nKpJLhJE5LSInJm7xdL2ohZLEbZuW7syobZzrUqA7glvTPOVsdLnyCFzOL60XtHywLbacyka7cSgfJTYDVyVbabMbqB5zMsTPW6axjznFaiOxaps7h0kLy01dEq7UFblXMKJml7PvuOnKS/IJc0RJs/r7GXmCmZEoZzlQsH0+RTN7Z089uweptzTrFvegE6nIzPN5b8Zx7BmbD4YDQay0tNwpKZQV1nGqZY2ntpzgOHRRBzxfuJdR1lfX8/AwIDmKeXAL8bd3d1MTcVWs3SWsbExDh48yOOPP47b7WbdunWsWbOGjIwMdDod+fn5mgblOBwORkdHI6YGjJdZa1UrrrvuOmt6evrN0c+cJ4uwzvIyYg2wOrBtAr7EuUTuEbloxVJEcvNyck1azVfO+BQzPoXNEPktx+WCdeXR8sM/znNk5xgz2tApHzav+2xgj4iQZtaxMsPEukwzHp/iyR43BwenGY2hQLXH66O5Z5CK3Iy4xyOGoM9+rrjp9bT39CMiFOVmXdg4RDBPWAvz7DVCfWHPCWZXbz+P79rL+OQkV61eQU15CelOJyIwOjG5aF/4pvYOSgvySXM6WLusgbrKMo6cOM2ug0eYmAwSmRisykQSDuh0OlauXMmRI0c0tYRm+66urubYsWNRz/X5fHR0dLBjxw4OHjxIZmYm27Zto7q6mrmpKYuLi2lpadFsnCJCRkYG/f3xFReIhNbW6g033CB2u/12zToMg+hEk+1KQCk1ELR1KqX+F7g1lrYX85zl6jWrVsSXGTkCA1NeMq3auWB9CCNWF9KiXbh9qz2X4rHw673MeqHSYaQi1UDPlI/GcR3e092UptvJddpCLodp6R2kKNOFIVQZrHiZFUyd4J6e4XhzO5tXzC1pR8SoV4PByPrlDezcfxgImsMMK3TC9PQMB4+fRCnFuuUNWIOjX0UoLSygqa2DpTWVobuIJFo6fejjIRbwA3h9Prp7+6kpLz27z+VIZeOq5fT0D/DM/kOUFuZTUpAXdR57Ppl5LBYL1dXVHDp0iFWrtC1ykZeXx4kTJ5iamrpA9MCfp7W5uZmOjg6ysrJYtmxZ1MAYq9WKyWRiZGRkXsE9wcyKW1ZWiIe1BJi1VpVSmriMKyoq8Pl8+SIiSutFrEkSQkSCM4bo8VuYMengRSuWGRkZW9YsX5ZQNEAoF+yQ24vLFFks47EqB+0ZTDx7AGMc34FoLtheSxrVQ01R+xERcqx6cvOzGZ+eobl/jGM9w+Q5bJSk27Ga/L9WZbbR0tfN5tqS0B1FcMGeZ1XOQSEcOHGGurIiTHNduzEsD/EH/QQJZl5OuAZ09fbReKqJmvIS8rODbopBN7PcrAyOnjqDx+v1B/XMMp+k4LNt54hmZ3cvuVkZIdMEZmekk+5ycuTEaZ4+0MiKFSuwWkOvX513Cjs469rs6uoiNzc3oT5CISKUlpbS1NREba0/x+1sYeUzZ84wNTVFSUkJW7dujWuZSX5+Pl1dXZqJZUZGBocPH9ZM3EQEm83G5OSkZstzCgsL9W1tbUX4U6wtDFeOC1ULvhT02gM0AS+JpeFF64a1Wq3b1q9o0Ky/4WkfTg2z9vQ489DtO6BZf2MGK1avG73yxZWxJ8VkpD4vja2VeaSYDexu7ePZpl56RyfpGholw27FaNA2D25HTz96vZ7crDmu3TgSDswKZktHN62dF869KQWNJ8/Q3N7FplXL/UIZZn5FRCjIzaZ91rWrUfWM8/oK9NfU3kFJQfik2wa9nmWr1lBVVcXTTz8d0k2ohVCC/30vX76cxsZGzd2xhYWFdHZ2MjU1xenTp3n00UdpaWmhsrKSLVu2UFxcHPd6zJycHE3nWfV6PXa7ndF5zBfPxel0xl2IOxKrV6824rdeFgbRKCHBleOGvSZou0Ep9UalVEzRchetWCrlq6wpjb9iQSirEmDSo7BGWYIRD2emreiORp/XmSWaVdltyyRnoi/iOcHMDezR64SiNDtXVeRSneOkY2yavac6MOh1zHhCJBqIJbAnBDMKjje3saSyLDCQQOXYBDLzGAwG1q+4UDBnPF6eOXAYBaxb3uBPwh7l6bm4oprmzh6UVRurJRTDM2A0W7FZo+cpzszMZMOGDRw5coTm5nPZnbQSylnMZjNVVVU0NsaeQzgWxsfHEREee+wxfD4fmzZtYtWqVaSlpSXcp8lkQkTiDh6KRE5OjqbzjC6XS1OxXLdunTk3N/cazTpMMi9E5OsiUh54/QER+bOIbI2l7UUpliKSk5+Xb9Zb7YjZdt6WCFMeH2Z95PyH8bhgx8x2pL8f0TA/Zbctg5yJfk3ywDqtJirzMnGmWDAbDew42sy+Mx0Mj09Gb0xkF+yp1nZKC3IvdL+Gm6GLEvVq0OvPE8wp9wxP7TlAQU429ZVl5yJcwxGw+iwWCzabTdOKFHNpamqirKwsZMq488YTwGq1smnTJnp7ezl8+DBer1dToZyloKCAkZERxsYiF+COhs/no62tjSeffJLGxkYqKiqw2WxUVlZqvvhfK7S2VrUWy82bN2M2m7dr1mEIkrlh42K7Uuq0iDQAdwCfB74WS8OLUiyB1WvXrApp+swVz+AtnFWptQt2IDULXaN2VuW0zohCMPtiE99YUtu19A5Smp1GeW4GWxvKKEh3cLyjjyeOnKF1cBxvAiH3bq+Xrr5BSvLCXX/OFy6m5SHnBPNMWyePP7uX+spyCiMF/oQRq7KyMpqamqK/kQSYmZlhcHDwwmCS4LGEEE+9Xs/q1avxeDz8+9//JjMzU1OhBP/Nsq6uLmHrcmJigsbGRh599FFGRkZYuXIl69evp6ioCL1er6mbU+uIU7PZjFIKj8ejSX8WiwW3261ZUvmysjK8Xm+hLKQaJd2w8TD7h3IL/kLUTxFtUXeAi1IsMzIyrlqzYkXcj7KSVXjeNsvQtA9nhOCeeKxKgCNN4+iamqOfGCM91nRyJrULgfeZbHQPjZGblgr4b6ZZTjtrq4pYXVnI+KSbxw4c40hzO+NT7vPaRrIqjze3U1VccGEuz/NEUfxbjEI5i8fjw+fzYTQamHS7w58bYS4yPT2d0dFR3G532HPi5bWvfS3Z2dk0NDRQWFiY0BO4UorJyUmsViuTk5OaV/cAv9vX4/HEbFnP5mnduXMne/bsITU1la1bt1JfX39ecEtJSYmmSz7sdjuTk5MJ1bkMh8PhYGREm8LwwNnfkxYE1pjq8adYS/Lcc0RE/gC8Hfi9iNi4lMXSZrOtXVZfM+9+ZkVzBBNpedpUQgfwFRYibdrlbvW7YPticsHGYlX2jY6T4UgJGbFpNRmpLc5j27JaXCk29p9qYWfjKboHhyPexMcnpxgcGSM/O8b1mqHcp2GExuv18eyBwzRUlXPVmhW0dHSFXocZJWhHRDRfz3f33Xdz//33MzMzQ3Fx5LJqoZido8zOzmbz5s14PB5OnYopb3Pc1NfXR7Uup6enOXnyJI8++iidnZ3U1tZy1VVXUVhYGDJgJzc3l56eHk0FXusqH1q7TrXur76+Xg/UadZhMEIyKUF83A38GH+ZrnZgCrh05yw9Hk9lXUWpZv1NuGewmowXWJ6SVRi3Vfng9x4GvQ6Zjs1lGs0F60UYN9qwz0zENY6wWFLoGhw9a1VeQCCwR6cT8jPT2NRQRX1JPj2DIzx64DgnWjtwh5iLPd7WSW1pCMsqWm7XKF9GpWBf43GK83PJSk/zu2RXLqWlo/P8KNkYo1sLCwtpb2/X7Oa+detWRAS9Xh/3vN3cYB4RYdmyZXR3dy9I9h2n04nJZKKv78JAscHBQfbu3cuOHTvQ6XRs3ryZ5cuX43RG/lx1Op3mEaJau2IXQiyHh0Ovs02E+vp6i9lsXhix5FyM3Xy3K4R8YD/gFpESoAjIBBCRvEgNL7p1liIipSUlabYw69PiZWrGg8moD+s+k2suzEal/v33EGcGjhXkI+0x1FGMkQGLi/SpIXQaFXhWSjEwOsGS4tjX3aXarCwtL8Iretq6+3j60DHsVitl+dmkpdqZnvEwMjbBipoYk0yHLLkkXOjtEE42t2A0GikpCPydigTmMJeyc99BAIoqqmN+L0ajkfT0dHp6esjJCbd+Mz5aW1vjTgAeLupVp9OxZs0annrqKWw2G6mpYR5qEqSyspLjx4+TmZmJ1+ulvb2d5uZmLBYLZWVlrFixIm5X8qy4zScSNpi0tDQOHDig2frI1NRUzZePnDkTU7rQmKirq5Pc3NyNxBhIkmRB+QsX3owEWIr/93NnuIYXnVgCOfl5edqUJgCGx6dw2aKH+gcTSkABHnzJe/Bt2YyuOTY3XzSrEmDQ7CBjaii2ccXggh2ZcJNqNZ8r7hxMlOUiBr2e0vwcSvKyGRgZ40x7N4emmjGbzRTlhijKG/fj6PntB4aG6ekfYOPKZYHD546fFcwDjWCyUlQU+zKi0tJSjhw5oolYTk1N4Xa741pTGG15iNlsZtWqVezZs4ctW7bEXc8xEi6Xi8nJSfbu3cvQ0BD5+fmsXbs2ZCaeWMnKyuLEiRPU1WljHOl0Ok0X/8/+brxerya1OK1WK1NTU5qJ+dKlSxGRZfPuKBxXjgt13iilLvg9iIghcCysUMLFKZbV1VWVmo1raGIKV0riN4pgrv1/13GweCUF/c2k11wHwEPffnBefQ6bUykc18glZ0mhq72XnHAu2AgEB/aICBnOVDKcqUy6p3l07yHGJyYZn5yitCCXVFsEqz+sVXk+Xq+XA8dOsnZpvV8sQnzhDanprF+/np07dwLELJgOhwOv18vExMS8b8bNzc0UFESpARpErOsoHQ4H+fn5HDt2TBMRUkrR1dVFU1PT2eoZ27Zt00SIjUYjJpNJk89zllnXrpb9DQ8Pk56erkl/s4IZLgNTPBQVFTEzM6ONm2MucuXkddUCEUkDtgPBN8lPicjHgH1Kqf3h2l50YqnX62tqq6s0tSwL07VbqD5idVIflALt2v93XcjzJCO2QJgJgwXbhqujnheLVQnQMzTG+poQgSgJJiEYHhsnPyuDpVVldPcPcujEGZRSlBbkkZuZEdqCjYHGU00U5+eSYrNGjHo1GAwJCeZsurb6+hC5a2NkNlF4rIE98SYcqKys5Mknn2RoaAiXy5XQGKempmhpaaG9vZ3MzEyWLFmCzWbj0UcfTai/cMwu/tdq2YvL5WJgYID8fG0C72bnLbUSy9n+tBBLnU6H1Wo1iYhZKaVdqHaSRPgncAQIDp+24K9G0oN/PjMkF51YZmdnr6mprNDsUWliegabWRvt9YmgRIdeRQ97l43XXrBPPfXQeT9P6U2YvdPaLAi2pDA1PYNeL5jiTG8XablIc3cfdWVFiAi5menkZqYzNjFJU0cPx860kJ+dSUl+LhazKWarcnh0jOHRMRqqymNaHpKIYObl5XH8+HFqamrOc81NT08zPDyM2+2mt7cXt9tNe3s7drud1NTU8yyxrq4uvvSlL7F37176+vooLCzkk5/8JK973esuuF4imXlm09Xt3buXLVu2xPx3oJRiYGCAM2fOMDExQUlJCVu2bPHX8AyQnZ1Nd3c3eXkRYxZiJjc3l/3792sqllrOCzqdTk3X2DocDoaHhzX7/AJ1Qivw36i1JemGjQeDUuru4B0icpVS6u1RGy7YkBJEr9fXV1eUadKXUioQWa3NH9OoxYF9KvH1XHMFdGRK4fJEd5PFbFUOj5Ht1C5gxOP1Mul247CnnLffbrOypKoMr7eY9p4+nj3UiMVspqwwn4w0Z9TP+8jJ0zRUlYc+L0zUa7yCqdPpyM3NpbW1FZ1OR3d3N+Pj4xgMBpxOJ1arFY/Hg1KK8fFxurq6GB0dRafT4XK5KCgo4MyZM/z617+OWlFjPinsUlNTSUtLo729ncLCyEvxZmZmaGtro6WlBbvdTnl5OWlpaSE/x4KCAk6fPq3Zzd5mszE9PY3H4zlPlBPFYrFoOi+4EGsttaxtWVFRYXzggQcqWQixTLph4+HzIfbdE0vDi04svV5vbkmhNq6ZGa9P0yTiw7Y0nOPapVMbnlG4srORIDex6k482cHg2BRFmSHEJkEXbO/wKNlprgsPBAJ79Ho9xXk5FOflMDj6/9n77/g4s/LuH3+f6aqj3qttWZbc5N7tTQgJEEJLIIGHQHoI8CRLCF8CCSkQCCGhLEl+WfIAgVACZGFZyia0XXfLtmRbtixLVpdGGnWNRtL0mfP7Y8rKsqSZkc7Isj3v12teGs3c97nPtPtzX9e5yjx9lmFaO3uoKCmkvLgQ/RIn1fGpafQ6HVmZS4h6lPSQeATT4XDgcrno7u6mpqaG2tpaMjIy7jsxnz59mq1bX4q29fl8TE1N0dXVhc1mY2JigpSUlGUDR1TUet26dSuXLl2ipKRkyTVGu91OX18fk5OTlJWVcfjwYYzGlT/TcPpDIBBQFkBkNpux2+1K1wU3apBPWMxVUVFRYdDpdLEvfidRihDi/VLKf5BS/veCx8qA3wZ+E/hWtDE2nFgKIVLSTGraWLo8Pkz31TBdPXMpmRTa1KWN2LySskXBR6JwUTstTwyVRExBy8/ucJGZGl8cwUou2JHJaSqXbZ91L9nmDLLNtXi8XgaGR7nQ1EK2OZOqshLMGUHLTEpJe08fe+q3hQ4e/xVxNMEMBAJ0dXVhtVqpqanB4/FQWFgYc1sonU4XcWHu3LkTp9PJuXPn2LVr130ioaooutFopKioiP7+/mDt2dDYVquVvr4+tFot1dXV4ajKmMYUQpCTk8P09DS5Ma6fRyNR64KqgnwyMjKYm5uLmjsaC0ajUWklqOLiYpGbm1ujbMAQwRTmpGUZA+8QQvwMuAG8BvhdoBD4CnAklgE2lFgKIURVVZWa0FWCOZYqxdKlN2HyqrvadPoh1RBlPTUt697/521LbhYISAJS3t/keZVWpZQSm33u/tzKKOkiBr2eLZVlbK4oZXzKRntPH16vj6qyYgwGA6kmE+krRdPGwHKCabfbaWlpIT8/P5KSodPp6Ovro6GhIebxfT4fExMT7NixAyEEZWVl3LhxA7PZTF1dHVqtVnn3kM2bN3PhwgUKCwsZGBjAarVSUFBAQ0MDaWlp0QdYgnB+pEqx7OnpUTJWeLzp6WllQT5ha1CFWGo0GqVVi8rLy0lNTVUulkDSDRsbbwE+CewG5oG3SilfjGeADSWWQE5ubo6ypDOX14dRqVimYPSqqRnp9ksMmlVcFS4WT3+w2s6s00VGSnzCuJJVOT3vJCszPbb5LeHmE0JDQW4OBbk5OFwu+i1WeiydFOfn4XC67m9zFWf/ycWCqdPp6OjoYM+ePfecLPPz82lra8Pr9cZcWGBoaIjS0tLIa09LS+Po0aP09fVx4cIFDhw4wM2bN5UJpZQSm82G1+ulsbGRmpqauBsrL0V+fj7t7e1rnl+YjZ78r9p1KoRQtqYaiqiOv15iEiWECqafEkJsJVjy7vNCiCvAF4GfyhiujDZakaPistJSZYuMbq8Pk0GdWPq1WnQBNQWgZ32QoVv7j1AY0xDGNGY8kiyzOfK/MKat2qoEGJ+2UZCTtehgq/u6pJpMbKooJSM1lYLcHK63tXO5pZWxiak1Xb2HBbOzs5O2tjaOHj16n1UhhKC8vDzmerFSSvr7++9LFxFCUF1dzbZt23jhhRfIyspas1B6vV66u7s5c+YMQ0ND1NXVkZaWFun2sVa0Wi0mkwmHQ00pxYXrgioId/hQhWqxNBgMyuZXUVGBx+OJLVIvLhTVhX1MXLlSyrtSyg8CWwi6YP8AeCibPxeXlpSoaZyH2jVL1Y0iXAGJSV3sEbbZebLS7137EQbj8rcVrEq0Wmyzc2RnrBwFCiyTLnI/lpExyosLKSsq4Ni+Buo2V2Mdn+DM5Wa6hsfxeDwxjbOYyclJdDodBoNh2Xqr5eXlDA4OxiTM09PTpKamLlnxJhAI0NvbS0VFBSMjI6ues81m48aNG1y4cAEI9jxsaGigrKwMj8ez6nGXQnXd1HDyvwrCFpsqd6dqsVQ5ntFoRKPRKFtiWkiyn2X8yCDPSynfCByKZZ+N5oZVK5YK3bA+QOdX0zMPwO0Hk8JLlZl5B9vTYy8Jx8JI1SV6ATpcblIWBlrFZVXe/8MbmZhk74LAnsyMdHbXbcXr82GZtHPp0iUyMjKorq6OuQap0+mkra2NY8eOodFolg36MRgMmM1mJiYm7u9HuYje3t5IkM1CFq9RDg8P09LSwoEDB2Kaq9/vZ3h4mL6+PoxGI9XV1ezevfu+k1S4mXE85f1WQnXyv+pKOQaDAa/Xq6S59EYWSwC9Xq8TQmiljCFRO8m6IaWcimW7DSWW6enpRTk52cokxK0wwMcdEEqDe1wByNSru5oLBCS61bruFgqnlLg8Hox6ffSrzRitSq/Xh98fuFd8Q+h1Oqqrq6mqqmJycpLu7u5Ion1paemyOX1SSlpaWti+fXvkRLtSlGx1dTV3795dUSzdbjdzc3MxRb2WlJRgtVoj65vLMT8/T19fH2NjYxQXF7N///4Vq8IUFRXR0dGhTCxVrwtmZGRgtVqVjWc0GnG5XErEUnUEq2o3cUZGhgTMQEwn55gQJAN81okNJZYpKSm5GauM/FsKfyBwf3ToKnFJoSy4B9Raln5/AK2i14lGy8ycE3NmBmhC4huXm+z+H+7o5BSFuctYi6HAHiEEeXl55OXl4XK56O/v59y5c+Tn51NVVXVfYYDBwUFSUlIoKHhpGWiltJKsrCzcbnekCfNSDAwMUFFRcc9FwkpRrzt37uTChQvk5eXdk/copWR0dDRSp7W6upq6urqY8h3D6Q8btSh4oqy3WFN7ViIcpawKo9GoNKApLS1NAOmoFEuSqSPrxYYSS71en52erkYsVXejdwUERqWWpcSkVfMlD1uCqrDNzpG1cL1yjUntk9M2ysP5mjH8sE0mE7W1tdTU1DA6OsrNmzcRQlBVVUVhYSGBQIDu7m6OHz9+374rCWZlZSX9/f1s27btvv2klFgslnvGjJYeYjAYqK2tpb29nd27d+N2uxkYGMBisZCbm0t9fX3cIiCEIDs7W3lRcFXJ/xvd1QkovTBQ2aQ6dMGntidbkpgQQryX4IXKikgp/3a55zZUgI9Wq83KSFOToOzzB1bvllwCt1TrhvUGQEEwLAAujxdTtHzNOJh3OmPIhRT334Rmyei6mbk5MpcKFoqSLqLRaCguLubo0aPs3LmTyclJzpw5Q1NTE4WFhcumgoQFc2BggMHBwcjjpaWlWK3WJa2PsbExcnNzI2PGmkdZVFTExMQEV65cobGxEb1ez4kTJ9i1a9eqrSXVQTnp6enKImJ1Op2yaFhITASrqgAp1XPLyMgIW5Zq0Qg1t0eb3wfmgNkVbr+/0gAbyrIUQpgzFTXDVV2QwB2ATIViCercJy6PF5OiYvEALrcnWBh9rQhBIBAIrqeusZ5oeno6O3bswOv18uKLL+JyuXA4HFRXV5OTk3Pfe7mUhanVaikoKGBkZOS+gJfe3t5Ih5JYhNLn80UaK+t0OoxGIwcOHFDymaouCh5eF1SJSuttakqdVzK8bhmtHGA8Y6kiIyNDg2rL8jFK+1gj35BSfnKlDYQQK17dbijLUkqZYV6qZugq8AckOkVuTgivWao54fgCEoVTC1mWyoKI8Xh9GBS5dWfnHWQs5VqPswhBmPn5ebKzszl16hSbNm2iv7+fs2fP0tvbi9frvWfbpSzMqqqq+wJe5ufn8fv9ZGZmRhXK2dlZbt26xblz53C73Rw6dIgjR45gs9mUXfyoLgqu2kLS6XT4loigXg2qhVzla1W9BpoQsUwSE1LKv1nrNhvKsgwEAhlmBQv9EO44ok6R/FIoSx1xB1CaY+n2eMhIVdezE9RYDQAOp4s0BT0Bw0xOTlJYWBipfZqTkxNZK7xw4QI5OTlUVVVFXKDLWZizs7NkhLwYfX19VFVVLSuUgUAg0lg5XJwgXAovjE6nw+PxKInq1Gq1StfcTSaTstzI8HgulyvmikixjKUK1W5ilWRmZupIgBs22fw5doQQf73U4yutVYaJalkKIcqFEC8KIe4IIW4LIf4k9Pg3hRA3Qrc+IcSNBft8QAjRJYToEEL80jLj5gghfiKE6Az9zfb7/WlmRW7YgCI3URgJCEUnML8ErcK5BfNJ1ViC/kAAscpKPUvhcrvVuHRDLNUo2Wg0UlNTw6lTpygsLKStrY0LFy4wNDREIBC4z8JcaF1KKRkbG6OwsPA+oXS5XHR0dHDmzBmmp6fZtWsXR44coaio6L7vltlsVrrOqNVqlVpvG7VSjlarVSpu4RJ1G5GMjAytTqe75wQnhPgTIURr6Nz6ZOix+86NS40nhHhF6E6ygk/sLFyj9AAvA2LqCRmLZekD3iulvCaEyACahRA/kVL+engDIcQngZnQ/XrgN4DtQAnwUyHE1iUScf8c+JmU8uNCiD8H/lxKqdXrdZF6p2shuKay5mFeGg8QqHHJBMdSR0Bh6ohHcbCQy+0hW2GPzdnZ2WX7SwohKCwspLCwEIfDQV9fH3fv3qWoqIiqqqqIhVleXs7k5CQ+nw+v10t5eTnNzc3k5+dTXV3NxMQEvb29uFwuKisrY6rTGg7KWZjKshbCAqeyd6QqVLonVac9iNA6+UZEr9ej1+sji6lCiB0Eg0oOEjxx/68Q4oehx+45NwLvXziWEEIL/Ou6Tf4RQUr5qYX/CyH+AfifWPaN+kuUUloBa+j+rBDiDlBKqImpCH7b3wT8fGiX1xJcTHUDvUKILoJfhkuLhn4t8ETo/peB0xCMgETBhaaUoFFpWUrQKLpilVLthVxASmWv1R8IoFXU/xCCLmKjovVUv9+PRqOJKV8xNTWV+vp6amtrGR4eprm5GYPBwKZNm+jp6SE9PR2LxYLb7WZ6ejpSrODMmTOYzWa2bNkScyUhCFqWIyMjq35tiwknxK+248hCVK+9bWTrTXW3EJWEvrsLr7rqgEYppQNACHEGeD1LnxvvEUuC59QuBJseg0jWhBDSrh1ATN1g4rpsFUJUAXuAywsePgGMSik7Q/+XAo0LnreEHltMYUiIkVJahRAFQghlGcBS4bobQAB1bliJ2sgqla9VSql0DSQQUGf1+ny+uNfJtFot5eXllJeXMzMzQ29vLx6PB4fDweTkJIFAAL/fz9DQEOXl5Rw9enRV6456vf6+AKO1oNI9qdra2sjW20YWcq1Wu1gsW4GPCiFyASfwKqCJJc6NSwxXCgxCsihBPAgh7AQdexLQEzy1vzWWfWMWSyFEOvBt4Ekp5cJQvTcD/7Vw0yV2j+nbK6VU9qkHFFtvKtcsA6h1w6p0OasOjFI5XiAQiMmqXA6z2UxDQwMul4tbt24xPBxs5F1aWkp1dfWaTjoajUa5gKg66asWkI0sSBt9bkKIyDlXSnkn5Ab8CcEcwBaCy14xDZeAKT7ySCnviYQUQvwiwXXLZ6PtG5NYCiH0BIXya1LK7yx4XAe8Adi3YHMLsLCwZRkwvMSwo0KI4tCVUzEwJoRIuXSjdfXBCAtOVl6/H78/wKhtfuV93LHlY835BRdrT8X+DZ1Y3irwBcArYcrrh5m+lceJdgIXgnmnm4u3OpYQkhX2XeYpv1/i9ng4feX6yseNEYfThc0+e/+anyb+cOBAIIDT6eT06dOrmksgEMDj8dxnAd6+fZu2tjYMBgP6WGriJmBui3E6nVitViVrllJK5ufnlc3N5XKh1Wrp7OyMvnEMzM3NKZub2+1GCKGsHu7s7KyyuVksFgKBe3v8SSm/AHwBQAjxMYLnz/vOjUsNB5TDY1FQIGFIKX8shPgn7ndz30fUX2LIr/sF4M7ixVHgF4B2KaVlwWPfA74uhPgUwQCfGuDKEkN/D3g78PHQ3+eklL9+pGEHeFcnltL5ksE7PjPPuH2e+vKVAy4Cd2MThcY5A3s7z6GPMfhI8+o3LfuczSPpd0p2mzWI0qqVB9KvLOZCZ+BKWxc7NpWTurhQ+UpBKcuI1ZzTTXt3H/t31i04yFI/xiUeW2K7G20dVJYWk21elNqyijxLn8/HxYsXOXnyZMz7hKNd+/r68Hq91NTUMDQ0hEajITc3lzt37mA2myktLcXj8WC1WiP1aONZL5ydnaW9vT3mLiTRuHnzJqWlpeTm5q55LL/fz8WLFzlx4oSCmUF7eztZWVkUFRUpGe/06dM88cQTSsbq7u7GYDAoK0Svcm43btxASnmP5SiEKJBSjgkhKggaHkcIRmfec25cYrirhNfakm7YmFmUOqIBdhK88IhKLD6tY8BvAj+/IFXkVaHnfoN7XbBIKW8D3yIYAPS/wLvCkbBCiM8LIfaHNv048HIhRCfw8tD/CqPsgoEvqhACAoq+lEKo7Y+pEULZa9VoBH6VxagNetweNWt5Op2OQCAQk5vN4/HQ1dXF6dOnGRkZoa6ujqNHjzI8PExBQQEOh4OKigoMBgP5+flYrVbS0tI4deoU2dnZ3Lhxg0uXLjEyMhLT8ex2u5Ji4GFUVaGBtbuvF6Oqek8iCAQCG3puiy1L4NtCiDbg+wTPldMsc24UQpQIIZ4HwqL77vWb/SPDwtSRSeBLwK/EsmMs0bDnWcZpJ6X8rWUe/yjw0SUe/70F9ycJ+oojFBUV+X2+AAYF3/Xg2sXax4mMB0hFYTnh1WVVaDTqAi6MeoMycQP1OX7p6enMzc1FCgosREqJzWajt7cXu91OZWUlx48fR6/X31NwICMjg6ysLPR6PQaDAavVyvHjx7lyJegAKS8vp6SkBLvdTl9fH3fu3KG0tJTKysplBcxms5GXl6fsdbpcriUbUK92LFXCCy9FJatA9fqilFLphYFKQqlK9xSulVLeZ+4vdW4MPT5MMAgo/P/z+wqzkpZlHEgpPxVaVqwleBruiLW/6Iaq4KPVah0zs3byM9ceLq8RAqlQkgQgFX0ptQL8Ck8SRoMel8eLgrcNrVZDQKqzLE0GA7PzUdaN4yCc/L9QLBfWaU1NTaWqqorc3NyIhbG4Ms+VK1fYunVrZP+8vDwmJyfvq/STmZnJrl278Pl8WCwWGhsbSU9PjzSoXmjB2Gw2tmzZoux1+v1+JeuVoFZ4Qb3Vq6IVWZiNbPXOzs76fT6fup5fYTbo692ICCF2Ac8A4wTTRlqFEP9XSnkt2r4bTSxnbXY1YqnastQKiV+j5u0yaoL9LFVhComlSlSddFJTTIxOTCqYUZDc3Fx6e3spLy9nbm6Ovr4+xsfHKSkp4eDBg/eJwmKhdDqduN3ue6oAVVVV0draSlFR0ZLtvXQ6HVVVVVRWVjI9PU1vby+3bt2isrKSsrIypJR4vV6lAqISleIGj4/Vqxq73e4nGPWqELHmFnqPGf8MvE1K2SiEuAa8hmDw6hPRdtxQYimEmJuxzwLFax5LqxH4/ArX3gS49UbS3Wu/MNRpBD6FQm4y6HG41LQlAjDo9Xi8PowKKvlkpKVin1vCsnTMrCrIx2w2MzU1xfnz59FoNFRXV1NfX7/kCXKpWq/9/f1UVVXdO8eMDAKBAPPz86SlpS3bD3NxPdpwg2qDwaAkECfMwrq1KlBtWXq9XiV1YUH93FSOp3r9c3Z2NkBwrSzJg8MspQzXARBSykkhREzW2Ya6JJFS2lR1WzDqdbi9amprAhg1Epde3Y8a1K3XGA0GXIp6+IXHcysaL+xiW2uCfbhO69mzZ0lJSSE3N5ejR49SXFwcs1AGAgGsVut97bkAqqurI22xluuHuRCj0cjWrVs5deoULpeLmZkZLly4wPDw8Jotw6Xq364F1YIE6hLh3W73hhVL1XMLiaViy5Jkbdj40C7IddUIId4ETMSy44YSS7/fb5tdygpZBXqtBq/KJrVC4tar656h06DMulTthk1LMTHncCobLzM9bXnrcgWklExOTtLU1MSVK1cwmUycOHGCQ4cOMTIysqwAL9c9xGq1UlBQsOQaWVFREWNjY5ExYxFMgImJCbKzszl+/DgNDQ1MT09z5swZ2tvbcTpX9x6qFsv5+XlSUxU1Vff5lK4xqnbDqur8AuovMhJiWQqSYhkfnwHCAQvDwC8Bvx3LjhtKLH0+n21uXk1Hd9WL/CaNxK3QsjRpBC5FXmLVYmnOSGdmNsoFcBw/ttzsLManpmM+vtfrpbe3l7Nnz9Lf38+mTZs4ceIElZWV6HQ69Ho9FRUVtLe337fvSv0ow624lkKj0VBSUsLQ0FDksWiC6fP5aGtro64umJOalpbG9u3bOXnyJKmpqRGRHx8fj8uLMD09rVQsHQ6HMrFMhCWYorCFG6j77asW8rm5OXiI3bBCiFeEOkl1hQq8L35eCCE+G3r+phBi74LnviiEGBNCtC7a52+EEENLpCUmBCnlF6SUbaH7r5RS/i7B9MiobCixdDgck/MONWIJoBEaZTmDRqHWDWvSqgvy0Wm1+BWuz2ZlpGNbKJZCc/8tDgrzchibmIq6nd1up6WlhfPnz+Pz+Th8+DB79+4lJyfnvhPgpk2bsNlsTE29NO5KQmm329FqtSsWGqioqKC/v/+ex1YSzLa2Nqqrq+872Wu1WioqKjhx4gRbt27FYrFw5swZenp6otaPnZubIyUlRZn15na7MRgMG1ZAVI6neo1RtWU5H4wKfyjdsAu6nLwSqAfeHOowtZBXEiyUUAP8AfBvC577EvCKZYb/tJSyIXR7Pv43IHaEEG8QQjwngm0nXxRCvAh8KXT/7Svtu6ECfObm5kYnp6YDKBJxk0GLy+MjzbR2t4xRsWVp1IAroDC1RSPwq2jVJTSYUlJwuT1IoVFy8gl3HVmqA0lgbhrrTLCdllarpbq6ml27dkU9rhCChoYGrl69yvHjx9FoNMsKJQStyurq6hXHTElJwWQyMT09fU/HkaUaSI+NjeFwONi5c+eKY2ZlZbFnzx48Hg+Dg4NcuHCBrKwsqqurMZvvD3AaGRlRVhkH1Lt05+bmlHRCCaM6sla11RtP55lozM7OCkKtDNWxbtGwB4EuKWUPgBDiGwS7o7Qt2Oa1wH/KoBulUQiRFS7bJ6U8G2rE8aD5GPAOIBwcI4GvA38GDC23E2wwsQSGh4etXkDJpaZJr8PlVSOWesCrU9fn0aQ4fcSclsLMvIOczFU0Yl+UEiOEIMVkxOV2k6Lo5FOYn8vI+CSVpcFIZ6fLRZ/Fysj4BIXFJezZsyduV2FaWhpbtmzhypUraDQaCgoKlhRKn8/H5ORkVGGDlwJ9Fp8kFwqmw+HAarVy+PDhmC8mDAYDmzdvZtOmTYyPj9Pe3o7X66WyspKSkpKIJTkyMsL+/fujjBY7qsXSZrNRVlambLyNvMao2uXs9Xp9i8vdbTDyhBBNC/7/dynlv4fuR7qchLAAhxbtv9Q2pYRaPK7Au4UQbyPYceW9oSpGicIhpTy98AEhhFNK2Rxtx40mltah4WEPisRSZUSs6vVvk1YwozB/xJyexsxcHGKp0bJsNXUpMWdkYLPPKhPLsqICmm/dIcVkpHdwOCgUZSWc3LQv2D9zlWtqJSUldHZ2EggEqKioWHIbi8VCWVlZTMKWm5tLa2vrkidxnU5HbW0tjY2NbNu2bVUnUiEEBQUFFBQU4HQ66evr4+zZsxQWFpKfn49Wq1V6glYtbjMzM2zfvl3ZeLCxI2tVuYg9Hg+BQEBdKauFqDs5TUgpl7tSW+ogi09gsWyzmH8DPhLa7iPAJ4HfibLPWjiyuIIPwXq8UdlQa5YExVLZ4lvYslSFNuDHL9SsJaXpYFahWGalp2JbHHGq1YPOsPQtCvk52YxNqrnA83i9DI+OMzM7R59lmG2bKzl+YA/lxYVrajQdXqOsrKykpqaGS5cuhdeFIkgp6e/vX1ZIFyOEoKKi4r71SSklQ0NDtLa2cvLkSUZHR1eMko2FlJQU6urqOHXqFGazmevXr+N2uxkdHVWSVhQIBJQG94RqmyqrLBReT1WF6vVUlcUcBgcH0ev1MaUoxMX6RcPG0k0q1o5TEaSUo1JKv5QyAPw/gu7eRLINuA18DrgInAFiuvrbaGI5OTExoU4sDTpcHoW5ll6XsiCfsBt2zSdFvREMJjKzcrA7XWAwvXSLyvLHzjFnMmWbWdP8bPZZrt9u52JzC0II9mzfhkGvx6wg4X5xME9FRQXbt2/n6tWr9PT0ROY9NTVFenp6XCe98vJyBgcHI2O43W6uXr3K6OgoR48eJTMzM6a0kljRaDQUFhai1+tpaGhgZGSE06dP09nZuaa6uhMTE+Tl5Smz3FQXS7DZbEuu264W1W5YlXVmBwcHEUKs/cvy4LgK1AghqoUQBoJNNL63aJvvAW8LRcUeBmbCTayXI9SCLMzrCTbETiSfJVjB5xjQTbCCz+JuWkuyodywUspAWVmZE1Cyqq66MIHJ68JlSCHNs/ZcUCEEJi24vD5S4qiUI1KWPlmFA3vuC/KRq+uCrdEIMtPTmJmdIysz9hOk3+9naHScfsswJqORqvISGuprCTfl7ewbwOly3e/ejaOiz3JRrzk5OZw4cYL29nYuXrzItm3b6OnpYfPmzTHPH0Cv15Odnc3IyAgul4u+vj7q6uruCbxZKuhnLfT19VFeXk5WVhZZWVl4vd5IPdqMjAyqqqruq0cbjY0eLLSRiy+orjE7ODiI2+3uUjbgQtYhR1JK6RNCvBv4EaAFviilvC2EeEfo+aeB5wkWeu8CHCzIXxRC/BfBknJ5QggL8NehXp6fEEI0ELxy7wP+MMEvZdUVfDaUWAL4/X6Xw+W+vzfjKlDthk132plNySR3To03xawX2OZdK4qlMKVFT9UICWI4+T/bHM/Vv2S5tcui/DxGxidiEst5h5M+yzBjk1MUF+Sxf9d2UhZ9hkIIajdV0t7dx57t2+KY40uslB4CwbSN7du3MzMzQ0dHB2NjY+Tm5pKWlhaTdSmlxG634/P5uHbtGjU1NZHOJYtRJZher5fBwcF7+nTq9Xqqq6upqqpiamqKnp4eHA4HlZWVlJaWRnWFhgs67NixY1VzWgrV65+qx5udnSU9fRUBbkugup7u0NCQHBsbuz8xeM2sX23YUFrH84see3rBfQm8a5l937zM47+pco4xoBVC6EKBVnFV8NlwYqnX60cGhkc2bdtUueaxDDotHp+6kFOzw0Z//srpB/GQpRfMOFwUZ78kRiIjZ9XjZWdkMG233y+Wq7QuC3Kz6R4YZNvmpV+zlJLRiUl6B4cJyADVZSXUbale0XVVmJdLd78F+9w8menxpSBEE8qFmM1msrKyyMnJIRAI0NTUhMfjIS0tDbPZTEpKChqNBo/HQ19fH3Nzc9hsNnw+H+np6ZSWluJwOCgrK1uxDqoKwezs7GTTpk1L5lYKIcjNzSU3NxeXyxWpR5uXl0d1dfWy4mC328nIyFBaVHxmZob6+sWpdatnI6+nql7/tFgsHq/XG1OT4SQJ5TMEK/i08VIFn9+KZccNJ5Z+v7/9bnfvURViGe48osqlkuGcYTZF3RqLWQ/9Ll90gZSBmAoBFORm09LexabyUiXz0+t06HV65uYdpKe9dFJzezz0D1kZGhkjNzuLHVs3kxGj8AkhqNtSTVtnN4cadsb8ucQjlPBSQM6JEyfQ6XRs2bIFKSUOhwObzYbb7cbv9yOlREpJYWEhW7duvSfgxO/309/fH6nQsxxrEUyHw8HY2Ng9VuVymEwmamtrqampYXR0lFu3biGlpLq6msLCwnuEcWhoiOLitTckCONyudBqtcoKqKsulqB6PdXpdCpd/+zq6vIRXCNTz+NTqm7NhFy/4fuvjGffDSeW4+PjTR1d3b/Ny59Q8g1IMehwenykGtf+I9eG+jz6hSZyPx40W/be83+qlLiu3VYj5lKSmmLC4/Pi9fnQx3WFvbwrtrKkiP4hK/U1m5iesdM7OMScw0llaTEnDuxZ1ZV8TpYZk9GIxTpKeUloTW2F9cp4hRKC63V5eXn3zE8IQVpa2j1J9UNDQ8sWKyguLqazs5Pa2tqoFtpqBFNKyY0bN9ixY0dcFqBGo6G4uJji4uJIm7L29nZKSkqorKzEYDAwOjpKbW1tzGNG43Fb/7Tb7UqDj3p7eyXBtTy1hKNhk8SEEOIFljjZSSl/Ltq+G04svV5ve0dnlxdQElNuTjMx43ApEUuAzJB1meVYOa1ClNYsG4wT2UYITEYDLoeDlGhVUWK1LnOyGZ+yUVKQt2j/1bli87KzuHW3i/GpaTLSUqkuLyXbnLlmcd++dTPnr14nr7RixdqgqxFKCAbMrHW9TqvVUlhYyPDwcExra/EKZn9/PxkZGeTl5a243Uqkp6ezY8eOSAPsK1euRC4KVLpgR0dHleZXbvRiCSrHC7V/80kp1XUnSLJa/mzB/TTg14mxqtKGE0vg7t3OTh+KxDIr1cT0/L3rgmvBPG9jJjX7HrHU/uFfrHq8cH5kVLGMBSkpysul1zJ8v1hG35mFF1yz8/P0WqxMTttIS02htLCAakXuXQi6eLfv3EVLSwuHDh1aUnxXK5Rzc3NIKZW45aqqqrh27VrMJ85YBXN+fp6+vj6OHz++5jmGj1tZWUllZSVnzpxBSsnZs2epqKiIuu4aDZ/Ph9PpVBY8A8H1z41cLEHleqrVakWn040rGWwpkpZlzEgpry166JwQ4nQs+25EsRy2DA8rC2E1p5noG7cpGUv3Jx8je2KC/gkb2qolg7vuQTpno1qX2ZnpTNpmKS4siD6BGKzLrMx0ZkJicZ8ARbEuA4EAI+OT9A4NoxEaqstK2Ll1My63h6bWNnViGXK5FqTC+Pg4HR0dbNt2b3TsaoUSVu4uEvdUU1PR6/XY7XYyMzNj2ieaYHq9XpqammhoaFAWkBLGbrdjMBg4dOgQHo+HgYEBzp8/T05ODtXV1TG/hoWMj4+Tn5+vbI5SSqVtwxJRLMFoNCpbT7116xZCiFtKBluEQCDWKRr2YUUI8UEp5cdW2OQ5IYRWSrliNOiGE0sppSwpKZlxu92ZKqLRTPrgmmW864LanUtf8WemGrE71FWtyjNn0N43BD4vKKg9K4QgOzOTqRk7uVmxrbk4XW76h6xYxycpyM2mYdtW0lJfco2mmIykmExMTtvIzc5a2wQXrU3W19dz+fJlhoaGKC0NivFahNLv9zM+Pq40arOqqore3l52794d8z7LCaaUkmvXrrFlyxalbsgw3d3dkffMYDCwZcsWNm/ezNjYGHfu3MHr9VJVVUVJSUnMbtrR0dE155EuZHp6GrPZvGGDe1QXS7h9+7YcHR29qGzAJPHyRoIF1JdESvnpWAbZcGIJoNPpuu9095U31K89QEEIQYpBt2zyv3bfL4DHFfvcUoM/Sn8gEFOptmjWpU6rJcVoYM7hIj1TwbqqlBTl5TAyPrWiWEopmZi20Wux4nZ7qCwt5uSBBrTapb8StdUVtLR3cmxfw+pOcssE8Agh2LdvHxcvXiQ1NRWz2bxqoYRgwE48QhALBQUFEaGJx525WDDLyspoa2sjMzMzcmGgktnZWebn5ykouNdLIYSgsLCQwsJCHI5gh5fOzk6KioqorKxc0cKTUjI9PR3XhUI0HrdgoTt37ridTmdb9C1XSdINGw0ldUU3pP3ucrmabrXfVTZeVqoJ23xQEEVG7j231ZCZasTuVGddFuVmMTJlC1qX0YghCjc/J5uxqSkCS7QA83q8dA8McebKdSwj42ytKufEgQYqSgpX7KGYkZZGWkoKoxOT0ee4mCiVefR6PQcOHODGjRtcvHhx1UIJxFUHNlaEEJSVlWGxxJ8mt7Af5tWrV3G73fe5nFVx584dtm3btuLFTGpqKvX19Zw8eZKMjAyuXbvG5cuXGRsbW7K0Ybiog8pqNuPj4/cJ+lp4CMTSB9xRNuBC1q827MOMkhe3IcVyfHz8XNP1lhiUIzoiI5esvHxmfGJ5cYypjupLZJkzmZmP3RqNRmFOFqNTNmXjaTWC/OxsRidfaow8MzvHjTudXLh+E5Ac3buTPfVbl6jOs/xF2LbNVXT09MdXLzbGEnYmkwmDwcD8/Dw5OasrzDA9PY3JZFoxuna1VFRUMDAwsKpauVqtluzsbKamppTWal3I9PQ0gUAg5sharVZLWVkZx48fZ9u2bVitVs6cOUNXVxcejyeyXX9/P5WVa895DjM/P4/BYFC6Vqs6zUNlcA/AwMBAAOiPumGSRKHEstyQblig+WrzNRfBNpIxI8wFELh/jTYrI53+4VFVcyM3M4OOvkGqCmIrYRvNFWsy6AlIicfrwxDLumUMgT6VpUW0dvbg8/npG7JiNOipKitm97YtwZP1Kk7YKUYjedlZDFpHqSiJ4kaLUSThpTXK4uJiCgsLuXr1KvX19XFbH7E0eF4tBoOBjIwMJicn40r1CAQCtLa24vf7ednLXhZJ7VC5BiilpK2tbdWpMmazmd27d0fK7l28eBGz2UxxcTFut1upEKl2wXq9XqSUyjuhqLqgGRwcRKvVjkgVbWSW49G2ClXw3yoG2ahiOWyxWLyBQOD+tac4rUAAk9GA0+1eOcjHYIp57TIj1cScy0MgINFo1HxRC7LNjE7bKNfr1hzoM+90MWAdZXJ6hrQUE/t3bLuvTuvKLF+koKa6ggtNNygpzEe3lNs2DpGEpYN5jhw5QlNTE3a7nc2bN8d04vJ4PMzMzNDQ0BDX8eOhurqa7u7umMXS4/HQ1NREfn4+W7YEL1JUFl8PMzo6islkWrOo6fV6Nm3aRHV1NZOTk9y8eRO/38/AwAClpaUruunjmeuePXvWPE6YsbGxDe3SPXfuHD6f77SyAe9j/WrDPqxIKf9eCPFFVnDHSil/e7nnwmzId1lKKQNS9nQPj97bcioWodQsXV/TZDDgWuBeWgtCCHKzMpmYdcS8j3TOrvh8cW4WI5O22CexaO1SSsno5BSNLbe5caeTrPQ0Gupq0Gq0cQrlyhh0OjaVl9LW2XPvE6lmJUIJYDQaOXLkCHNzc1y/fh2fL3om0cDAABUVFQlxcYbJysrC4XDgckW/qJqZmeHixYts2rSJmpqayLwWrmGqaO/l9Xq5c+eO0hxDIQQ5OTkIIThy5AhOp5OzZ8/S2trK3Nzcmubq8/mUusk3erDQlStXPENDQz9VNmCS1fID4PvAFJAPnCbYy7IQiMlK2pBiCeD1es81Nl1XNl5WRjo2++p/6Ispys1idGZlAYyHjNQU5pwuAoFAbIE+IdweL539Fk5fvcHIxDT1m6s4tncnpYX5lBTkMTY1jc+/RPrQGrxCFaXFzDucTEyFCjPEKZIQPT1Eo9Gwe/ducnNzOX/+PBMTyzcGkFJisViUujaXQghBZWUl/f3LLz8FAgHa29u5efMm+/btW/JErlIwW1tbqampUVrHFGB4eJiCggLS09Opra3l1KlT5OTkcPPmTS5duoTVao17/Va1FRgIBJSvV87MzCgdr7m52QM0KxtwKZIBPlGRUn5HSvkd4ADwK1LKL0spvySlfBUPafPnCGNjY2ear19fXXGCJaxLc2Y6ttkoYhmHizcvM53JObeSjvYQPBHnmTMZs9mjbiulZGpmlmttd2lsuY1Oq+X43p3srt18TycPjRCUFuYzaF3Neu3yr0sIQUP9Vlq7+vAZ4q88FGseZVicDh06RGdnJzdv3sTrvf9CYnx8nOzsbGVFvleitLSU4eHh4EXNImw2G+fPn0ej0XDs2LEVc/9UCObo6Cher1d5GoqUkt7e3ns+G41GQ0lJCUePHmXHjh1MTExw+vRp7t69G3OD6uHhYaVW4NTUVMQCVkG4WEKaimpaIfr7+wNAr7IBF5OMho2XAiDyxRZCbAk9FpWNumYJ0Hy1qdmNojnmZWXS1T9E3eoyEu5Do9GQnmrC7nRjTo1NZKMF+lQU5tExMERRTtaSz/v8foZGJ+i3jpJqMlFdWkRO1srJ3VWlRVy4douK4qJ7m0LDquvFkmomJdVMdbWLtrY2du3aFfOuqyk4kJKSwuHDhxkcHOT8+fOUl5dTXV0dWUPr7e1NWDrGYnQ6Hfn5+YyOjka6eszNzdHe3o7X66WhoUFZpZ+V8Hq9tLW1ceTIEeWu57GxMdLS0pZ1l2ZkZLBz5058Pl+kQXV6ejpVVVXLipfb7cbpdG7oYKHZ2VnS0tKUvZ8WiwUhxGhCg3uSxMt7gBeFEL0ELYLNwDti2XEji+XQoMXi9fl8SiLdDHo9Wo0Gl9uDybhC2dk4An2KcsyMzntiFstomNNTcXt9uDweTBAJ9JlzOOkdGmFieoaSgjwO7tj20muI8sM26PWUFebTOzTMlop4a3EuEeiTlhW5W1FRweXLl2M+aa2lMo8QgoqKCkpLS+np6eHs2bNUVVWRl5eH1+tVehKORlVVFTdv3iQjI4Pu7m7sdjvbtm1bVUm4tXQrSYT7VUpJe3s7Bw4ciLqtTqejqqqKyspKpqen6e3tpbW1lcrKSsrKyu753Q4ODlJeXq7UCpyYmIjaPi0eRkdHlYrvj370I5xO5/eVDbgcj49VuGaklP8TsiZrCXpW70gpYwpm2bBuWCmllJKL5xuvrG6AJVyxhXnZjExMLbHx6ijMNjM2FVPB+gjRAn0qCvMYGJ0gICXD45NcvHGbW5295GWZObV/N7VVZfeKfbQiBVJSXV7CoHUMbwyBMiuyQCghKGB79+6lvb0du31l9/FahHIhWq2Wmpoajh07htfr5fz582i12qjHV0UgEGB2dpaZmRmuXbtGQUEBx48fX1Pt1Hhdsnfv3iUlJUVpIfIwFouF3NzcuPIMwwFB+/bt4/Dhw3i9Xs6dO8fNmzex2+2RNWWV852bmyM1NVVJhG6Y0dFRCgsLlY3305/+1DE+Pv4DZQMuSSgaVsXtMUAIYQTeBXwY+Gvg3aHHorKh36GxsbHv/OzMOWUujKK8nHsS9deKQa9Do9Hg8iir+06uOZ2eoTFON7cyNW1j19ZNHNldT3F+zqrTVHRaLdVlxXT1L1GBJlYP0SKhDGMwGNi7dy/Xrl27J5l9IaqEcvFxt2zZgtFopKKigjt37nD69Gna2tqYmppStpYMQZfn0NAQzc3NnDlzhsnJSWpra8nJyaG4uFiJtRSrYFqtVqamppTWvg0TCATo7u6mpqZm1WMYjUZqamp44oknKCgooK2tjTNnzqDT6ZQKm2oXbHjdVUU96jBXrlzxA43KBkyigqeBeuAp4LMEg3v+LZYdN7IbFo/H87MLFy8FgNX9yjTae4oUpKem4HR78Pn9S+cIhonDFVuYY2bM4aXCsPq3UkrJ5MwsvdYxnG4PGakmqksKKMnLiS3nMlqRAimpKC7ibNMNqstKVnZDL2YZkVxIZmYm27Zto6mpicOHD9+TG5sIoQwTDhgpLS2ltLQUn8/H+Pg4/f39tLS0YDQaMZvNZGVlkZGRgclkQq/XLytugUAgsrY2MzMTuQkhKCgoYPPmzZEC4IFAgDNnzqBqmQCiu2TtdjsdHR0cO3ZMae3bMH19fRQXFysRDCEERUVFFBUV0djYiF6v58yZMxQXF1NZWbnm9JHR0dGYXMXxjKfSqrRYLHi93tF16WGZdMPGwz4p5cIgi9NCiJux7LihxVJK2bd50ya3z+dLVXVCys/OYnzKRnH+6urCLqYox8ztXgsVWbH/+MOBPl6fn8GxCQZGJ8hMS2VLWRHZGenMOpy09gwExVIRGo1ga1U5Hb0D7N62ZdGElgn0SYutQhFAUVERs7Oz3Lp1i127dkUEJVFCCcGT+969eyP/63Q6iouLI4E3brcbm82GzWZjZGQEl8t1XzTt7Owsp0+fBkL5uCYTJpOJzMxMKisryczMXNIiCkeHDg0NKS0Ht5xgut1url27xr59+xIS9ev1eunv7+fEiRNKx3U6nXi9Xg4fPozf72d4eJimpiaMRiPV1dWrKv+XCCtwZGRE6frn//7v/+J0Or+rbMDlCEfDJokVrxBiq5TyLoAQohaIKVdvQ4slgITz5xuv/OITx48qGa8oL4dB61h0sYzRukxPMeH2+vBoDRj8sRU9sDtc9A1NMm2fp6wgl6M7ajHoX/ooMlJTAMGsw0lGKmqsS6A4P5fugSFm5x1kpK2wJhWHSC5ky5Yt3Lx5k/b2dmpraxMqlHa7Hb1ev+LamtFojHTbWI7Tp0/zxBNPrGoOlZWVXLlyRXkxhMWCWVhYSGNjI9u3b1faimohXV1dVFVVKe+v2dPTEylBqNVqKS8vp7y8HJvNRl9fH7dv36a8vJyKioqYLwIsFkvkgkgFfr8fh8OhtLn1T3/6U8fExMQPlQ2YRBXvAX4khBgkGMFYBbwtlh039JolwODg4DdeOHN+9QtQiwJ9cswZTNlnla5plRfkMDi68lpoICAZmrJzoWOA9uEJitKNnNpTz5ayonuEMsymkgJ6htTVsyVU6m/n1k20tHcu//pXKZQQtMx27dqF0+nkxRdfTJhQQjBdJFF1YGPFZDKRmprK9PS08rHDgtnX18fZs2dXHW0bCzMzM0xMTCi1kAF8Ph9jY2OUlJTc91xWVhYNDQ0cO3YMgAsXLnDjxg1sNtuKYyaiAMXExITyAvdXr171sS7rlckAn3iQUp4FtgLvJBjoUyOlPBPLvhv+HfL5fD994cwZZRE0QgiyMtKZVljNpyw/F8v40kElDreXO0PjnLnTh93hZk9VMQe3lFFgTl/xx1mQbcY2N4/T7Ymrok80sjIzyM0y0z0wdO8TadlrEsowUko8Hg86nQ63W13RhoV4vV6mp6cTJh7xUF1dTV9fX0LG9vv9hOsjLxc8tVYCgQAtLS3s3r1b+Tpof38/ZWVlK46r1+vZvHkzp06dorS0lLt373Lu3DkGBwfxL1F5anp6mvT0dAyGONbdo6A6WCjUuWVYSqmuNdFKJIsSxIWU0gt0AJnAe4QQMXkANrxYSikHh61W2+R0fCka97DIuizKy2E0lhSSGCv66HVaMtNSmPIEhUFKydjMPFe6LFzvHSbDZORkXSV1ZfmkGl9yNa2URiKEoKa8hLsDwzHNIThg9DQSCDZyHhobZ3Y+VNs2Xc3aaHiNsqCggJMnT+J2u7l9+7ZywRwcHKSsrCyhdWBjJScnh9nZ2Zir2MSK0+mksbGRuro6Tp48qayW7GLu3r1LUVFRzIUUYsXr9TIwMBCz9S+EID8/n4MHD7J//37m5+c5e/Yst2/fZn5+PrKd6pZhUspIJSBVfOtb3/LPzMz8h7IBkyhDCPFhIcSLBPuL/jFgB94fy74bXiwB5ubmv/Ls99W5/wtyshhT2D8SoLIoj97hcbpHpjjT1ofVNkttSR7HtlVSlpuJdhVX7cW5WdgdTuYcai9QNRoNu2truHG3F6nAmoT7o16FEBFr5erVqzEVQ48FKWWkaPpGIFwsYWBgQNmY09PTNDY2smPHDgoKCpQXXw8zMzPD+Pg4W7Zsib5xnHR3d696DTQlJYVt27Zx6tQpsrKyuHHjBo2NjQwNDTEzM0NurprgPAi+B5mZmUqt6u9///uO2dnZbysbMBpJyzIefh4oA74JfBn4qpSyNZYdHwqxHB8f/68f/u+PAtECWGJFp9Ni0OtwOGMQoRisy+nZefqt44xOzxDQ6jhWW8HuyqI1V/YRQlBXWcqdfkvsrtho1mWIrJIK8vLy6OrqWsMMgywX9SqEoL6+npKSEi5cuHCPhbBaJicnyczMVOqGWytlZWVYLBYlFvTg4CA3b97k0KFD94iCasFMpPvV5XIxMjKyZgtQo9FQWlrKsWPHqK+vp7e3F5fLRVdXlzJLXrULdmZmhoGBgXkpZbeyQVciWRs2LqSUx4GdwE+Ag8DPhBDXYtn3oRBL4Nr1Gy2ONa3bLOGKtY5Prno4vz/AwOgE51ra6RoapaIwj+3VwYLWel3saaHRKvrkZWXi9weYnl270ABBl2vI7VpbW8vw8PCaqt/Ekh5SVlbGrl27uHLlyordQ2JhIwT2LEav15OTk8PY2Niqx5BScvv2baxWK8eOHVsyylelYN69e5fi4mLl7tfw2DU1NUpFOCMjA5/Px4kTJ9Dr9TQ2NtLc3LzmAhSjo6NKO6E8++yz+Hy+9bMqk8SFEKIYeA3wBuAXgEngO7Hs+1CIpZQyoNFoXvjxC6eVjVlamIdldCLuH9qc00Vrr4WzLe043R72b9vEgW2byMvKoLwgj6HxaaQh9lJhsVBXVcadPgXWZca97iuNRkNDQwPXrl1bsptHNOLJo8zOzubIkSPcuXOHzs4VonFXwOVy4XQ6yc5W4zpWSXV1Nb29q2suEV6f1Gq1HDhwYEXXpapuJZOTk2zevHlV+6/E/Pw8NpttyQjYtTA2NkZ2djZpaWlUVVVx8uRJqqqq6Onp4dy5c/T398ft6rfZbKSmpirNW3322Wfnx8bGvq5swKgko2HjxAL8E9AF/KKU8pVSyr+LZceH5h3q7ev79+/98PmouYQrssC6NOj1pKeaYoqKlXoj1kkbl253crN7gJyMNE411FFbUULKgmo4Oq2GguxMhifjSyWIZl2a01Mx6nWMrTbIKSP3PqGMjG02s3XrVpqbm+MSsNUUHDCZTBw7dgy/38/58+eZnY2vH6jq4A6VZGZmRvL1YiW8/nr58mW2bNnCtm3bYgpaWotgzs7OcufOHfbv35+QKkDt7e0xv454WJivCUEXf25uLvv37+fgwYO43W7OnTvHrVu3Yv5eqf4++Xw+mpqavMBlZYPGQtINGw/7gH8EjgOtQogXhBAfjmXHh0YsgRdePHvOvVQfwdVSWVJE//DIss+7PR7u9lk4fbWFiZlZdlSXc3THVkryspet01pdXECvdVzZHMNsqyylvX8ofotsGZFcSElJCVlZWbS1tcU05Foq82g0GrZt28bOnTu5du1azFZmIBBgeHhYee9GlVRVVcWcRuJ0Orl8+TLT09McO3Ys7jSY1Qim1+ulubmZPXv2KK1+E2ZmZga3263UrQlBgZdSLusyNplMbN26lSeeeIK8vDxaW1u5ePHisn1HIShsU1NTStOPfvKTn6DRaM5JKZfotp7kQSGE2BG+L6W8IaX8Zynlm6SUm4E/BPpiGeehEUsppdNkMrW+eO6CMusyNyuTmdn5e7pxSCmZtNlpvt3B5Zt3MBp0nNi3k53basiIIWAn1WTAZNAz7VGbLpGWYiIrPY2hWBs5r2BNLkVtbS3z8/NRT7yqSthlZWVx4sQJfD4fFy5ciJrYPzIyQn5+vvIKMyopLi5mdHR0yfzAMIFAgN7eXhobG9m8eTO7d+9etRswHsGUUtLU1MTWrVsT0s5MSklbW5vSknFhenp6YvquCSEoLi7myJEj7Nq1i6mpKc6cOUNHRwcu173BfENDQ5SUlCi1gL/85S87LBbLPysbMFaSlmU0vrLcE1LKTinlF2MZ5KERS4C2tjsf+tJX1S0HCCFCa5fj+Hx++oZGONt8k77hEarLSjixbxeVJUUrF11fgtryYu70D8dlBUZzxULQuuy0WHF7oqwvZsZ/tRxut9XT07OscKmu9arRaKirq2PXrl10dHRw9epV5uaWdov39fVRVVW15mMmEo1GQ1FREcPD9+fGSikZGhri7NmzuN3uNbf1ChOrYN6+fZucnBzla4lhBgcHSU1NVb6ePDc3h91uj7vIeXp6Ojt27ODkyZOkpKRw9epVrl69ysTERELSj0JuYBfwgrJBY0EQNB5U3B5dlFguD9U7FAgEfnKxsdGnsppJtjmDjt5BzjbfxOvzcXhXPfvqt5Jjzlj1VWdmWgomg55xl1pvjEGvo66yjJsdy6R7ZOavSijD6HQ6Dhw4wI0bN3A6722WkMii6JmZmRw+fJjq6mpu3Lhx3/FnZ2cRQiit3Zkoqqqq6O/vv+exsbExzp8/z+TkJIcPH2bbtm1Kg0qiCebAwABOp5OtW7cqO+ZCnE4nPT09CWkbttY1UK1WS0VFBSdOnGDLli0MDg7ywgsvKO0WA/Df//3fBAKB7yZdsI8uD5VYSil9ZSWl1779vR+s6UoogGBobIIL11vp6h8iPTWF3bWbqKksw2hY4SQWY0UfgLrKEjoGrMqty6LcLDQaDUNji1Iw1iCSC0lNTWX37t1cvnw54rpKdPeQMHl5eRw7dozCwkKuXLlCS0sLs7OzD4VVGSYlJQW9Xo/NZmN4eJgLFy4wODjI3r172bVrFybT2nJvl2M5wRweHmZgYIA9e/YkpOKRlJKWlha2b9+uvBuKzWbD6/UqW1fMzs5mz549ZGdnk52dzYULF2hpaWFmZg3VwUJ8+ctfnh0ZGflXBdOMEwEaRbdHFyUvbuMuAC1Da9vt93z1G986/+Zfe0Pcb4DT5aZ/yIp1fJKCnCwatm0hLcXE1Mws3YND5GapW8tJNRnJzkhjaGqWsly1uWw7N1Vw4VYHeVmZGPPUB7zk5OSwfft2Ll++zMGDB7l582bChTJMeN2pqKiIsbExbt26xdTUFNnZ2ZE6qRsZl8uFwWDg4sWLVFRU0NDQQFpa2roce3G3Er1eT3d3N4cPH07YWu/AwAApKSkJqdN7584d5WugHo8Hu93OqVOnABgfH6e9vR2v10tVVRXFxcVxN6menJzk9u3bs8B1pZONlUfbhaoCJSXQHjqxnJqavnS3s8s7Y7cbzJmZUSvWSCmZmLbRO2jF4/VQWVrMyQN70Go1kcbQOeYMbnd5cbrcpJiiRAnG0Rh6a3kRl1o7KcnOWDZ6djUY9DrqduykpWeAA7lqgxTC5OfnU1tby4svvsiWLVvWRSgXIoSgsLAQl8tFRkYGMzMzdHZ2kpeXR1FREbm5uRtGON1uN6Ojo1itVjweT6QFVW1tbUJ6T65EWDDPnTuHz+fj1KlTCZtD2P16/Phx5WOPj4+j1+vJyspSOm44XST8mykoKKCgoACHw0F/fz+dnZ0UFhZSVVW1Yvu3hXzlK1/xu93u/5CJ6BqQZM1IKY+E7wsh/g/wrVAxdRY8vgVIk1K2LDfOxjjbxIGUUpaVFP/Pl7/+zRW383p9dA8McebKdYZGx9laXcHx/Q2UFxcGhXIR1aVF9A5Zlc7VqNdTnJtF/4Qt5n1iccWSU0JRURE6nW7JYBIVBAIB+vv7KSkpYWRkRHmh8FiQUtLf309NTQ3bt2/n1KlTFBYWYrVaOXPmDE1NTVgsloR15FhpXrOzs3R2dnL+/HmuXLmCy+Wirq6OEydOUFVVRUVFRUIKn8fC+Pg4Go0Gk8nE6KjCNm8LCLtfd+zYoVyMpZSRtUqVBAKBZdt7paamUldXx6lTp8jMzOT69etcvnyZsbGxqEspX/3qV+enpqa+oHSy8ZCMho2HLwL/K4RY3BhWAv+20o4PnWUJcOFS45/Mzs2/5o/f8fv3fcI2+xx9lmFss3OUFxdybO8u9Ev0i1xMSUEunU0WtlaVxx39uhKbSws519JBea4Z3RIiHTc5L0Uz7tixgwsXLpCbm6t0LWzxGuXY2BiNjY0cOnQoYWtuSzE9PU1qamrkmBqNJmIJSCmx2+2MjIxw+fJl/H4/GRkZZGVlkZWVhdlsVuJ6lFLicrmw2WzYbDZmZmZwOp2kpaVRVFTEgQMHlsxZLC8v5+LFi1RXV69rd5Th4WG6u7s5cuQIGo0m4pJV2f8REut+tVqtZGZmKg/oslqtkcL0y6HRaCgrK6OsrAy73U5vby9tbW2UlZVRUVFxX03i1tZWrFZrv5RydeWb1ooQj1P1HRXcBp4DTgshXi2ltAJIKbuXENB7eCjF0uPx9B86cGCm6dqNrP17G/D7fAyPjdM3ZMWoN1BdXszuuproJymNNuKK1Wg0lBTkYRkZp6o0SmHlOFyxOq2WyqI8ekan2FqSF9M+0jmLSFn0ueXcH/JvMBioq6ujpaWFgwcPKjkpLxXMU1BQgEajobGxkb179yaknuhS9PX1LVsHVgiB2WzGbDZTW1tLIBBgdnYWm82GxWLh9u3bBAIBtFotJpPpnptOp0MIgUajwev1MjIyQiAQwOPx4HK5Ije3200gEMBkMkVEuKqqCpPJFPW9NhgMmM1mJiYm1qXvppSS3t5erFYrhw8fjlh7C9cwVQnm/Pw8PT09nDhxQsl4CwkEAty9e5fDhw8rH7u3t5e9e/fGvH1mZia7d+/G6/VisVi4dOkSGRkZVFdXR1JkPvvZzzrHx8c/qnyySRKFkFJ+VghhAV4UQrxNSnklVDN2xUjmh1IsAYqLCj/6qX/9t3/8iz///xibmKI4P5f9O+qirzmuQHVpERev36aiuEDpelhVUR5nW9qpzM/CGIOVex9LCGWYoqIiJicn6ejoWLPbaqWo17y8PPbt20dzczPbtm1T2qlhKdxuN7OzszH3GdRoNBHxXFjCzOfz3SeADoeDQCCAlBK/34/NZkMIgdFoxGw2U1hYiMlkwmg0rul7UF1dTWdnZ8LFMhAIcPPmTQKBAIcPH74nQGVx0M9aBdPr9dLU1ERDQ0NCgoYGBgYi779KxsbGSElJiXkdciF6vZ7q6mqqqqqYnJykq6sLp9NJYWEhP/zhDx1er/dZpZONl8fHhaoCCSCl/I4QYhD4khDCCxQAT66040Mrls/94Iefrq6u/oRWI8SpQ/tWH/m8wLo06PUUF+TSNzTCpvIoydtxWJcajYbNpYXctU6ysyK+5OqVhDJMfX09ly9fZnh4eNVJ57Gkh2RkZHD06FGampqw2+3U1MRgva+ScNL4WsfX6XSkp6cv69IbGxtTvjYWJisrK1L8PSUlJSHHcLvdNDU1UVRUFOkjuhhVgiml5Nq1a2zevDkhxex9Ph+9vb3KA4bCa6D79u1b0zhCCPLy8sjLy8PlcvHUU09Jr9f7dSnl+i6a3zexpBs2Dn4rfEdKeRXYLoTYDIxLKVdsv/TQvstSSv+uHdt/8uxz31dqBW4uL6HfOnpPCTwVlOXnMOt0MzXnjL4xBEUyBqGE4I9437593L17d1U5Y/HkURoMBg4fPozb7aa5uVlZU+eFSCmxWCyUlZUpH3u9qaysvK9IgSpmZma4ePEiNTU1bN68ecULCxXdStrb28nIyEjY53L79m02bdqkPGBoeHiYrKwspSk8JpOJr3zlK/bx8fF/UjboakkG+KyIECLSgktKeXPx81LK7mhCCQkSSyFEuRDiRSHEHSHEbSHEnyx6/s+EEFIIkRf6//8IIW4suAWEEA1LjPs3Qoih8HY/+slPvvyVr/3XssWSV4NOq6WqpIjuQbVRpkIIGmo3cWtgFH+U+YrS2rjH1+v17N+/n+vXr8cVubqaggMajYadO3eSn5/PxYsX76v2s1bGxsbIyclZ97SLRFBaWorValX6HYWgAFy/fp0DBw7EXLh8LYI5NDSE3W5PSO1XCEbwOp1OpSXoIPj97uzsVF696OzZs0xPT7cAfyOEGBNCtIafE0K8MXTeCwgh9i94/OVCiGYhxK3Q359fauzF5zkhxKuUTv7xo0rFIImyLH3Ae6WUdcBh4F1CiHoICinwcmAgvLGU8mtSygYpZQPwm0CflPLGMmN/Oryt0+n6emFBwcD3/+fHyoqrA1SWFDIyPoU7WkpCHBV9ANJMRiryzLQPLd0AWZTWrkoow6Snp1NfX09TU1NMJ+e1VuaprKxk+/btNDY2YrFY1tSEdyEbscHzatFqtRQUFDAysnx3m3jwer20tLQwODjIsWPH4o4YXY1g2mw2urq62Lt3b0Lc7l6vl9u3b7N7927l4/f391NUVKR8DfSTn/zk3PDw8N8AXwJesejpVoLNhc8uenwC+BUp5U7g7axQ4JsF5zkp5fPLbhWOhk32s0w4CXmHpJRWKeW10P1Z4A4QLjXzaeD/Y/nitm8G/ivWY7ndrrf+42eeWsNs70ej0bClspS7fRal4wJUl5cy43AxNXdv38O1iORCCgoKKCoq4ubNmyuKl6oSdrm5uRw7doyxsTGuXr16X3eHeHE4HPj9/nWLuF0P4mndtRLj4+OcP3+e7OxsDh48uC7dSlwuF9evX2f//v0Js/Tb2trYtGmT8nVdn89HX1+f8ibXnZ2dXLlyZQw4LaU8C0wtfF5KeUdK2bF4PynldSll2GV1GzAJIdbeKy3pho2GkheX8MsJIUQVsAe4LIR4DTC0UpUE4NdZWSzfLYS4KYT4ohAi+2Lj5XNer89+vvGKUuuytCCPafscDmeUk3+c1qUQgt1VRRF37FqtyaXYtGlTJJVgKVTXejUYDOzdu5eKigouXbrE0NAq+m6G6O3tfWjqwMZKWloaQoi4m12HCVuT4dJ1qgKfogmm3++nqamJHTt2JKxkX9j9qjoPFIKtvSoqKpSL/Ec/+lHH9PT0B9dYsedXgetSyuXWTO45z63hOEkehq4jQoh04NsEQ3J9wF8Af7XC9ocAh5SydZlN/g3YDDQAVuCTAJUVZe/+yMc/oWzeobmwrbqcO70D0TeOkzSjgYq8LNpnEtOgQAjBrl27sFqtWCz3WseJLIpeVFTEsWPHGB0d5erVq3FX/fH7/YyOjlJcXKx0XhuB6urqZS9eVmJ8fJwLFy6QnZ3NoUOHlFpfKwlmIBCgqamJsrKyhKW+JNL96vF4GB4eVn7hZbVa+fGPf2xzu93PrHYMIcR24B8INh5eiiXPc8sPmGzRFYX3h+8IIYqEEGmh+9p4LkQS9g4JIfQEhfJrUsrvEPzwq4EWIUQfUAZcE0IsTNj7DVawKqWUo1JKv5QyAPw/4CDAt575zldGR8fcLa231zbpRdZlfk4WbreHmbn5tY27CFFaS3XDIex2O5OTk0rHDqPVajl06BB9fX2Rknjr0T1koZV58eJFenp6Yg5uGR4epri4eMPUfFVJYWEhk5OTMUcPOxwOrl27Rnd3N4cOHVJiTS7FUoIZCARobm4mLy8voVZ+otyvEHSVbt68Oe6i6NH42Mc+5p6dnf3waltxCSHKgGeBt0kpu5faZrnz3DIDJruOREFK+ZMF/z4HpIb0qQm4JIT4eCzjJCoaVgBfAO5IKT8FIKW8JaUskFJWSSmrAAuwV0o5EtpHA7wR+MYK4y40OV5PcCEdgIL8vPd8+O8/ofQKSQhB3eZK7nRHCf2PxxWbWxYZe/fu3dy6dSsh6Rfw0omwu7sbq9W6Lm22whQVFXHixAm8Xi9nz56NKQDoYWrFFS9CCEpLS++z9BfjdrtpbW3l6tWrlJaWKrcml2KhYA4MDHD9+nXMZrPytb6FjI2NJcz96nQ6mZiYUJ7iMjU1xTPPPGOfm5v7j9XsL4TIAn4IfEBKeWGF7ZY9zyVZMyYp5TjwMqBJSrkN+JVYdkzUJfwxglGtPx9H+PNJwCKl7Fn4oBDi8wvCrz8RCru+Cfwc8J7wdj/52QtPt91pd3X3qs1py87MQKPRMGmLP3/xHnLLIkIZJi0tjcrKStrb29c29gro9XoOHDjA9evXMRqN69o9RKfTUVtby5EjR7DZbJw7d47R0dElRdNms2EwGBIuDA+ScM7lUq/f5/PR0dHBpUuXMJvNnDx5ksLCwnWrK6vT6Th48CBtbW34fL6ENYqGxLpfIZgPWltbq3zsT33qUx6Xy/XJhUUIhBD/BVwCaoUQFiHE7wohXh8qp3YE+KEQ4kehzd8NbAE+tOC8WBAaJ6bz3JKskxtWCPEKIUSHEKJLCPHnSzwvhBCfDT1/Uwixd8FzX1ycYhN6PEcI8RMhRGfob8LXZ4UQOQQDScNRxt4VNn9pv0epq8yunTvevXdPwz9/6el/jdq6a0UC93pYZucdtLR3c2zvjpV/gEtV9Mld+epWSkljYyPV1dUJKSEXdr1mZ2czMjJCTU3NA1sTdDgctLe343Q6qauru6eU3Y0bNygpKYk5Z1AVp0+f5oknnli34zU3N1NdXR157X6/n4GBAfr6+qisrKSqquqBuKEDgQDXr18nJSWFqakpKisrE2L1SSlpbm6msLAwIePb7XZu3brF0aNHlYrl/Pw8tbW1k0NDQ5VSSrXrMmtg/6Yyefmjf6xkLN1b3t8spdy/1HNCCC1wl2DanwW4CrxZStm2YJtXAf8XeBVwCHhKSnko9NxJYA74TynljgX7fAKYklJ+PCTA2VLKyBqjaoQQbwU+A7QQTPlJAf5SSvn/Rdv3kVocutV6+98uXrrs6Ozuib5xHGSkpZJtTqd3KM5cuShCCS9V32lvb191tORyLFyj3Lp1K0eOHKG7u5uhoSGlx4mV1NRU9u7dy86dO+nu7ub8+fMMDQ3hdrux2WzrUnD8QRMO9HG5XLS3t3P27Fk8Hg/Hjx9n06ZND0wom5ubyczMpL6+nsOHD6+p0s9KdHZ2YjQaEybELS0tbN++XblV+Q//8A8el8v1LxtJKNeZg0CXlLInZFl/A3jtom1eS1AMpZSyEcgKu5SXSrFZsM+XQ/e/DLwuEZMPI6X8qpQyT0r5MimlV0ppj0Uo4RETSyml3+Nx/96f/9Xfrm0gzf1BAduqKxiwjjLviKFazRIu15UIB8U0Nzcr6824VDCPXq+PBP0MDKiP8o2VzMxMDhw4wN69e7HZbLz44osYjcY152hudKSUBAIBRkdHaWxsJDU1lZMnTz6QJtFhfD4fV69eJScnh5qaGkBNabylsFqtTExMsH37dmVjLqSrq4v8/HzlDaMnJib4/Oc/b5ucnFQbcq8EodINmyeEaFpw+4MFByoFFn4ZLLyUOx/PNospXNAmy0qwoHnCEELkCiG+GnIJjwohviZCleSi8UiJJUD/wOA3enp6Hc0tt5SOq9Vq2bV1Mzc6upcPVIlTJBeSmZnJtm3baG5uXnNptJWiXsOCOTIywu3bt5VV3VkNqamp1NfXYzQaKSwspLm5mcbGRqxWK35/YtJqHgROp5Ouri7OnDnDwMAAlZWVFBcXU1FRoTxaM955Xbx4keLi4vuCeVQLpt1up6Ojg/379yfEerbb7Vit1oSstf71X/+1c35+/sNSSkf0rdcZgcpo2Akp5f4Ft39fdKTFLD55xLLNg+ZfgRsEszGGQv8/HcuOj5xYSill30D/L7//L/9G+dg55gyyMtLptVjvfzIjtl6VK1FUVERubi63b68+BSaW9BCdTseBAwfQarVcvnwZrzem9e2EMDExQVZWFps2beL48ePU19czNTXFuXPnuHz5Mv39/Q+dxSmlxGazRdys169fR6vVcuzYMfbu3UttbS3Dw8MP9EJlamqKxsZGduzYsWw9VlWC6fF4uHbtGvv27buvebIKAoEALS0t7N69W7kQ9/b28p3vfGfSbrd/TunADx8WYKHvvAxYXEA7lm0WMxp21Yb+jq1xntGok1L+U8iVLKSUF7l3zsvyyIklwPS07fT8/Pzkj0+fW/0gS7hiIeSOHRl7yR2bkadEKMPU1NTgdrtX1akinjxKIQTbtm2L5EPOzc2tdsprYnEd2MzMTLZv384TTzxBfX19pH/iuXPnuHv3Lna7/YGKzHKECyq0tLRw+vRpuru7ycjI4MiRIxw9epTq6uqIq1Wn05Gbm8vo6OgDmWt/fz+tra0cPnw4ar/QtQpmuLjBtm3byMhYsRH9qgm7X81ms/KxP/jBD87bbLY/lVImJr9LBetT7u4qUCOEqBZCGAjmxH9v0TbfA94Wioo9DMyEXawr8D2CdXIJ/X0uvhcfN/ec2EO1ymPioe1nGY2rzc0/96G//bubv3Dyf5RebWq1mqA7tr2boydPqSk6uAAhBA0NDVy8eJH09HRyc3Nj2m+1BQdKSkpIS0ujqamJ+vr6dY1GdTqduN3uZdeYMjIyyMjIYMuWLbjdbsbGxujo6GBubi7SqDkrK4usrCxSU1PXLc3C7/djt9ux2WzMzMxE2qLl5uZSWlrKzp07o37nqquraW1tTXgT7YUEAgFu376N2+3m6NGjMTdvXks/zNbWVvLz8xP2Ou12OyMjI8p7YALcvHmTF198cdjlcq26Ws+6sA7Vd6SUPiHEu4EfERScL0opbwsh3hF6/mmCqRivAroAB/DbkSkGU2yeILguagH+Wkr5BeDjwLeEEL9LsLnGGxP8Us4KIXaHSq7mhl7P78Wy4yMrlj6f79YTJ090ff2Z72x565t+bXWDLGgMvZCcsmqyZhz09PQkJHE77CZtbGzk0KFDUbu7r7Uyj9ls5siRIzQ1NTE7O7tsE2HV9Pf3U1lZGdO24QjK8Ina5XIxMzODzWbDYrHgcDgwGAyYzWZMJlPkZjQaMZlM6HS6mF+TlBK3243b7cblckVuDocDu90OBC3grKwsKioqMJvNca89ZmRkEAgEmJ+fT1jd1YV4PB6am5vJzc1lx44oKVBLsBrB7Ovrw+v1snPnzlXNORqJdL8CvOc975kbHx9/xxprwD4yhLqfPL/osacX3JfAu5bZ983LPD5JsEDAuiClfOeCf+ullDG71B6pPMvFCCFKttVuHWo6+wJpaSsLzrIsFsuQy9Xv93Pu3Dn2798fd5ukWJmamqK1tXVFK0BlCbtAIBDpVrJz586YLY/VHuvMmTOcPHlSWZCL2+3GbrffI3BhwVtYJUmj0SCEQKPRMD09jdlsJhAI3OPeNRqNEaEN31JSUsjMzFQ23+HhYaanpxMWHRrGbrdz7do1amtr15xj6/P5uHz5MhUVFSsK5uTkJG1tbRw9ejRhQUx3795FSkltrdpGBADf/va3A+9+97vPWq3Wn1M+uEL2b6mQlz/xXiVj6X71yWXzLB8VQnVh/wL4xdBDPwU+EktK0CMtlgC/+vrXfrestPS1T/3DR1c3QFgsl1iXnJ6ejpwQEmWJDQ4OMjQ0FAnIuWdqCaj1KqVkYGCA3t5edu7cGbMbOF7WSygWI6WM3AKBAOfPn+fkyZMRy2S9XLmQmAuGxeN3dXUxMjJCQ0ODsrZn0QRzZmaG69evJ7RUn91u58aNGxw/fly5Velyudi+fftsT0/PDinlg8uxioH9Wyrk5X98n5KxdG/448dBLL8ETAP/TDB6911AlpTyd6Lt+0gG+CzkO9/93ht/+sKLgdvt97WXi40VAniys7PJysqip0dtEYSFlJeXU1hYeF9D50QVRRdCUFlZycGDB+no6KC1tTUhtWsfVCuusEWp1WrR6/UIIdBqtQgh1lUoIWjhFhcXJ6RIhN1u58KFC0gpOX78uNL+oCsF/YSt2P379ydMKBPtfv3Qhz7ksdvtn93oQplkVeyTUr4nVFyhW0r5p0BMFwiPvFhKKb27d+z4w3f9aUxFGu4lLXqZwm3btmGxWJRX31lIdXU1eXl5kRzM9egekpqaypEjR0hLS+P8+fNMTS1VfGN1zM7OotFo1mWtbqMTrherikAgwN27d7lx4wa7du2itrY2IYKylGDOzc3R3Nyc0KUJCFYBKigoSEj0a2dnJ1//+tenJyYmPqJ88ESRbP4cD0td+ceU2P7IiyXA17/13593Op1dX/vv78S2Q1p2TEIJwWIFDQ0NXLt2LaH5ips3b8ZsNnP9+nWuXLmyLt1DhBBUV1dz4MAB2tvbaW1tVVIsYHG6yONMSkoKRqMRm8225rHC1mQgEOD48eMJEZOFLBTMrq4url69yr59+xKWIgLBbiUTExORakOq+aM/+iPH+Pj4b63QlHmDobSCz+PA34a6vwAghDADMZV8e2zeoStXm0797cc+7p+fj1KEI0aRXIjZbGbLli1cu3YtoTmAW7ZsYXp6Grfbva5ik5aWFrEyz507tyYr0+fzMTk5SWFhocIZPtystjF0mEAgQGdnZ8Sa3LZt27rVmNXpdOzYsYP29nZKSkqUunsXMzc3R1tbW8KqAH3nO9+RbW1tzR6P53+VD57kgSGEaAzfl1J+V0ppW/D/jJTy2VjGeWzEUko5bDQYPvmeD3xo6Q3isCaXorS0lMzMTO7cubPqMVYi7HrdtGkTRUVFSsrixcNCK7Ojo4Pm5mbm5+OvKW2xWCgtLV339cGNTF5eHjMzM3HXBZZSYrVaOXfuHH6/f12sycXMzs5y7do1jhw5wsTEREKKrwOR4hR79uzBaDQqH39mZob3vve9s1ar9a3KB08kasvdPaooKRv12IglQOvttg+eu3Bh/Kenz977xBpEciHbtm1jdnY2aoPfeFm8RllbW0tWVhZNTU3rXkM1bGWWl5fT3NzMzZs3cbtj81hJKePKrXxcEEJQUVERl9BMTk5y4cIFRkdHOXjw4Lpak2HsdjtNTU3s27eP3NzchBRfh5faem3dujVhFwPvfOc7XdPT03/xUAb1JN2w68Jj9Q5JKf3tHXeP/fGf/XnQHbtGa3IxQgj27t1Ld3c309PTSsZcLphny5Yt5OXlcfXq1QdSdLygoIATJ06Qm5vLpUuXaG9vj7pmOz09TXp6ekIsg4ed8vJyBgcHo7rx7XY7jY2NdHd3s3v3bhoaGh5Iw2ybzRYJ5gm7XhPVraStrY2srCxKSkqUjbmQ733ve/LFF19sn5mZ+deEHCDJg0aJ2fxYiSWAlLJTq9V88t3v/8uELODr9Xr279/PjRs31lwAPFrU66ZNmyguLqaxsTFm604lQghKS0s5efIkRqOR8+fP093dvax4JwN7lkev15OVlcX4+PiSzzscDpqbm7l16xa1tbUcPHgwoYE0KzE6OsqNGzeWnINqwRwcHAw3Xl7zWEsxMzPDH//xH89ZrdbXPrSVepLRsNFQ8rk+dmIJ0Hq77QM//elPh3784x8nZPy0tDR27ty5JjdprOkhlZWV1NTUcOnSpUiN0vVGo9FQXV3NiRMn8Pl8nD17lr6+vnteu9vtZm5ujuxsdZb8o0Z1dTV9fX33PDY/P8/NmzdpamqivLyco0ePPrD3UEpJV1cXXV1dkYCvpVAlmFNTU/T29rJ3796ErXH/4R/+oWtmZuYDD6X7FQABGo2a26PLb6oY5JGtDbsSUsqAEOKX3vnOd95saWlJSUS+X15eHqWlpbS0tLBnz564fuzx5lEWFBSQmppKU1MTW7duTZi7Kho6nY7a2tpIdOfZs2cpLCykurqawcFBKisrk4E9K2A2m/F4PDgcDubn5+np6cHn81FdXc3OnTsf6Hvn9/tpaWlBq9Vy5MiRqOujaym+DsEi+y0tLRw6dChhZRe/+93vyvPnz3fYbLb/X0IOkGRDECr4bucld2waEL6S1wLzUsqobppH+nJiJaSUXQ6H46N/8Ad/kDD/ZXV1NVqtlu7u7pj3WW3BgfT0dI4dO8bAwADt7e0PtI2VwWCgtraWU6dOkZmZSVNTE52dnZhMpg3ZXmuj4PV6SU1N5dy5cwwODlJbW8uxY8coKSl5oELpcrm4dOkS2dnZcVXNWa2F6ff7aWpqYteuXVGbCKyW8fFxnnzyyfmhoaFfeWjdrxA8/SfdsFGRUmaGBPFTBNuLGUO3twAx9Sp9bMUSwGq1fuzChQt3v/zlLycsB2Pnzp2Mjo7G1LtwrZV59Ho9hw4dwu/3c/Xq1YSUqYsHjUZDWVkZNTU1FBQUMDIywpkzZ7h79+5D19A5UUgpmZqa4vr161y4cIH09HR0Oh0NDQ3Lti5bT6anp7l06VLEYxAv8QqmlJIbN25QXl6esLrEgUCAN73pTW6bzfYOKWVicl3Wk2Q0bDz8spTyW1LKQOj2DSCmYvmPpRs2jJRSCiF+/kMf+lDf0aNH0xJRFUSj0bB//34uXbqEwWBYdr1JVQk7IQTbt29ncHCQixcvsn///oRdncdKb28vO3bsICMjA6/Xy9DQEFevXkWn01FYWEhRUdEDn+N6IqVkenoaq9XK+Pg4GRkZVFZW0tDQgBACn8+H1WqltLT0gc7TYrHQ3d3NwYMH11SaMB6X7J07dzAYDAmtG/x3f/d33q6urh/abLavJewgSTYqNiHEXwLhz/6tQExVVh5rsQSQUk5kZmb+yq/92q/96OrVq3qDQUn+6j0YjUYOHjzIlStX2LNnz325Yomo9VpeXk56ejqXL19m165dCbtKj8b8/DyBQCASNanX66mqqqKqqgqHw8HIyAg3btzA6/VSUFBAUVERWVlZj9zaps/nY2xsjJGREWw2G9nZ2RQVFVFbW3vfmlxVVRXXr19/YGIppeTOnTvMzs5y9OhR9Hr9mseMRTA7OjpwuVzs2bNnzcdbjvPnz/O5z31uYnh4+OEqPrAsj74LVTG/DvwV8AxBJ/Z5gm7ZqDz2Yglgt9tfrKmp+X/vfOc7f+/zn/+8erUkWJh8//79kfqZ4dy0RBZFz87O5vDhwzQ1NVFcXMzmzZvXXYT6+vqWdd+lpqayadMmNm3ahNfrZWxsjJ6eHmZmZsjJyaGoqIi8vLyE9tVMJA6Hg9HRUUZGRnC73RQUFFBVVUV2dvaKn0NqaiparRa73Z7Q8nFL4XK5uHHjBmazmYMHDyr9vqwkmJ2dnczOzrJv376EfUdtNhtvf/vbncPDwz8vpXQm5CAPgkc7klUpoWbTfyKEyAACsfSxDPNwnoUSQFdX1x/7fL5f+ta3vlX9pje9KSHfvvT0dPbv309TUxMHDhwgNTU14d1DUlJSOHr0KB0dHVy8eJHdu3cntCPEQvx+P6Ojo9TV1UXdVq/XU1paSmlpKYFAgKmpKUZGRrh79y6BQIDMzEzMZjNZWVmYzeYNJaBSSlwuFzabjZmZGWw2G06nE5PJREFBAbt27YrbjRmOKN69e3eCZn0vUkqGhobo7Oykvr4+YbV7lxLMnp4epqen2b9/f8KEMhAI8Bu/8Rtum832J1LK9oQcJMmGRwhRSdAFWw1kCyEuAn8gpYzaZ3HjnHEeMFJKvxDi+J/92Z917dmzJyHrlwAZGRns27ePq1evYjAYKC4uTnj3EK1WS319PdPT0zQ3N1NWVsamTZsSbmUODQ1RUlISdxk2jUZDXl4eeXnBPqKBQAC73c7MzAwWi4Xbt29HXLth8UxJScFkMiWkiXIYKSVerxeXy8X8/HxEHMPCGJ5LRUUFKSkpa3p/CwoKaGtrw+v1KnGDroTL5eLmzZvo9XqOHz+e8OMtFMyJiQk8Hg8HDhxIaLm+T3ziE762trYzk5OT/y9hB3kQhKNhk8TK08BnpJTPCCGuAX8I/Cvwymg7JsVyAVLKEZPJ9KrXvva1P75y5YoxURZYeno6er2eubk5CgoKEnKMpcjOzub48eO0t7evi5XZ39/P/v1rb7yu0WjIysoiKysrUlc2EAgwOzuLzWbDarXidDpxuVyR4vJ6vR6TyYTJZMJoNGIymSLNnjUaTaTZs8/nY2JiAiklUkoCgQButxuXyxX5u9S4qampZGVlUVVVhclkUn7hIYSgrKwMi8WSsKpH62VNLoVOp6OoqIiOjg62b9+eUKF8/vnn5b/8y79Yh4aGXp+wgzwwxOMUyaqCYinlM6H7QkrZLYTIi2XHpFguwuVynS0rK/vA6173uo//+Mc/Nqj+EYfXKEtKSsjNzeXq1avs379/3UqXabVatm/fztTUVKQqTCKszOnpaYxGY8Lqlmo0Gsxm85KFtRdagGHRczqd2O32iCiGhdHr9WK1Wu8RUKPRSEZGBnl5eRHBTaTFuhwVFRU0NjZSVVWl/PNZb2tyMd3d3UxMTPCyl72MpqYmNBpN3IULYqGjo4N3vOMdc0NDQ0ellFH68yV5DLhH84QQB4GYvhdJsVwCi8Xy6c2bNx9/73vf++pPf/rTygJ+lgrm2bdvH01NTezdu3dd2yvl5ORw4sSJiJXZ0NCwpvSAxawU2JNohBAYDAYMBkPUAJnp6Wl27ty5TjOLj7BoT01NKYtmfpDWZJjOzk5sNlvE9bqWSj8rYbfbed3rXucaGhr6JSml2lZAG4mkGzYeviGE2CWlvAnogb8Hfj+WHZP2+zL09PT8+ne/+93BL33pS0paeiwX9ZqZmcmBAwe4du0aNptNxaFiJmxl1tXVcfXqVbq7u5X0yPR4PMzMzETWHJOsnqqqqjU1hl6Iy+Xi6tWrjI2NcezYsXUXSikl7e3t2O129u3bF3G9JqJbSSAQ4PWvf717fHz8Sb/ff0nJoBuVZFGCmJFS/l1IKJFS7pBSvkxKeTeWfZOW5TJIKX1CiIN/9Vd/1VtXV5d56NChVY8VLT0kPT2dgwcPcvXqVXbu3LnuOZFhK/Pu3bucPXuWrVu3UlxcvGrX3+DgIBUVFY9cruSDIDs7G4fDgcvlwmQyrWoMr9dLZ2cnY2Nj1NXVPRBrUkpJW1sbHo9nycLoa60lu5gnn3zSc/fu3W9OTEzEVMosyeOBEOKLLNGyS0r529H2fTwuJ1aJlHJqdHT06Jvf/GZ3f3//qsaINY8yLS2NQ4cOcfv2bVZ7rLWg1Wqpq6vj8OHDjI+Pc/78+WXbRa2ElJLBwcGErD89jgghqKysXNV3wu/309XVxfnz50lLS+PkyZMPRCi9Xi9XrlxBCBGpUrQUqizMp59+2vfss8+2WyyW3131IA8LQoBG0e3x4AfA90O3F4BcYqzgkxTLKLjd7ttTU1OvfcUrXuGZmorpPY0Qb8GBcE7k+Pg4t27dUuISjReTycTu3bvZs2cP/f39XLp0KS738Pj4OFlZWeseMPIoU1payvDwcMzfh0AgQH9/P2fPngXg5MmTVFZWJjTidDnm5+e5ePEipaWl1NfXR/U2rFUwv/vd7wb+7u/+zmqxWE5IKR9sceT1IumGjRkp5XcW3L4CvBaIqWTU4/EOrRGbzfajmZmZP/rFX/xFj8MRW0Ddaivz6HQ69u3bh9FopLGxEY/Hs9ppr4lwAYW6ujru3LlDU1MT8/PRi10kGzyrR6fTkZeXF7UYv5SS4eFhzp49y/z8PMePH2fLli0PJJIXYGJigitXrrBr1y7Kyspi3m+1gnnu3Dne/e53Tw0NDR2QUtpXM+ckjx5CiN9a7rlQx5lmIUTUH0lSLGNkeHj4i1NTUx9/9atf7YnW0HmtJeyEEGzdupXq6mouXrzI7Ozsaqe9ZrKysjhy5AiVlZVcu3aNlpaWZTuGOJ1OvF7vukb1Pi5UVVXd1xh6IRMTExHX+aFDh6ivr3+g1n1vby/t7e0cOXJkVc2q4xXM1tZW3vKWt8wMDQ0dllJGb/HzKJFs0RWNP1npSSnl+6SUUQM5kwE+cdDT0/PXNTU1FW9+85vf8o1vfGPJHEyVtV6Li4tJS0ujubmZbdu2UVRUtKbx1kJ+fj55eXlYrVYaGxvJycmhurr6nvzQvr6+SNGAJGrJyMhASsnc3FykkISUkpGREXp6ejAYDOzZs2fdShkuRyAQ4NatW/j9fo4cObImqzbWoJ/+/n5e85rXzFkslp+TUsbePPaRIFmUIAaU9CtNvstx0tXV9TvXr18/9573vOc+/2giiqJnZmZy9OhRenp66OzsfKDNk4UQlJSUcOrUKQoKCrh16xaNjY2MjY3h9/sZGRmhpKTkgc3vUSdsXXq9Xrq7uzl9+jQTExPs3r2bAwcOPHChdLvdXLp0ibS0NPbs2aPE/RvNwpyamuIVr3iFw2KxvE5KeX3NB0ySZBmSlmWchHpgvuIHP/hBs9lsrvvwhz+sh8R2DzEYDBw+fJjW1lauXbtGQ0PDA1uHgqBoFhUVUVRUhN1up6enh5aWFtLS0vD7/Q90bo8yqamp3Lhxg/HxcSoqKh5I5Z3lmJmZ4fr16wlJTVnOwpyZmeEXfuEXnBaL5fc8Hs/PlB70ISKZorU+JMVyFYRyMA987Wtfu6HVard86EMf0ie6e4hGo2HXrl309fVFmjonqpRcPGRmZtLQ0MC5c+fIzs7m4sWLZGRkUFVVRU5OTvKHvEZ8Ph9DQ0MMDAxgMBgoLCwkNzc3oc2R48VqtdLR0cG+ffsSVrZxsWCazWZe9rKXObq7u989Ozv7Xwk56MOAIOmGjc4FFYMkxXKVSCk9Qog9X/7yl2/ZbLbN//f//l9NoruHQNAVl56eTmNjI7W1tRvC7Wm329Hr9dTV1bFt2zamp6fp6+vj1q1blJaWUlxc/MBdhA8TgUCAyclJhoeHmZ6epqSkJHJx5HK5uHLlyoYQS5/PR1tbGw6Hg6NHj5KIxukLCQvmmTNn+MAHPuDs6el5cmZm5j8SetAkDz1Syv8bvi+EyCHY/PkkwUuNs8DfSimj5gUmxXINSCndQohdP/jBD9pzcnJKPvShD62LTywvL49jx45x8+ZNhoeH2bVrV8JPVCuxMF1ECEFOTg45OTl4vV6Gh4e5ffs2TqeT/Px8ioqKyM7OfiA5fxsZj8fD2NgYIyMjzM7OkpubS0lJCbt27brHOg93PJmenl5VlKkqJiYmaG1tpaqqip07d66bB8HhcPCBD3zA0dXV9WdTU1OPVrutVZEM8ImT/yIokK8nKJZvDT32S9F2TIrlGpFSuoQQ2770pS9d93q9m8NrmInGYDCwf/9+hoeHuXDhwgOzMr1eL1NTU+zateu+5/R6PZWVlVRWVuL3+xkfH2dwcJCbN2+SmZlJcXEx+fn5G2bdbb2Zm5tjdHSUkZER/H4/hYWF1NTUkJmZuaL4hOvFPgix9Pl83Llzh9nZWQ4ePEhqauq6HXtmZoaf//mfd/T09PzJ9PT059ftwBudx6f6jgpypZQfXfD/3wkhmmPZMSmWCggJZsPXvva1ZrfbvfUf/uEf1u3sH271devWLaxWKzt37lxXK9NisVBWVhbVstBqtZGgICklNpuNkZEROjs70ev1FBUVUVhYSGpq6iO7zhkIBJienmZkZITx8XFMJhNFRUXs3bs3rvXn3Nxcbt++jcfjWdfPenJyklu3blFVVcWOHTvW9XOamJjg5S9/uaOnp+ddMzMzX1q3Ayd51DgjhHillPJ/AIQQrwKuxrJjUiwVEXLJ7vn2t799emRkZP9//Md/KO+FuRxGo/EeK3Pbtm0UFxcn/LhSSgYGBjh8+HBc+wkhyM7OJjs7m7q6OhwOByMjI7S2tuJwODAajZFmz2az+aEUUL/fj91uZ2ZmBpvNxszMDBAMTCksLKS2thadbnU/PyEEFRUVDAwMsGXLFpXTXpIHaU1C0M3/ile8wjE0NPT2ubm5Z6Lv8ZiRdMPGwxuAJ4UQNoL5l9nAgBCih2Az6GXLjyXFUiFSSq8Q4oQQ4huvfvWrX/vss88ajEbjuh1/oZU5PDyccCtzcnKSjIwM1voaU1NT2bRpUySS2OVyRQRmcHAwIqBmszkiohtJQMPCGJ5zWBgzMzMxm81UVFRgNpuVptSUlZVx/vx5Nm/enND3IWxNVlZWrrs1CXD9+nVe//rXz1ssllf5fL6z63rwhwHBo159RzX7VrtjUiwVI6UMAG/asmXLP506deqPf/SjH+nXs/zbelqZfX19CUmVCbsnF1YscrlcESvNYrHgdDqB4Os1Go2YTKZ7buHH1iJQUkq8Xi8ulwuXy4Xb7Y7cD//v8/kQQpCZmUlWVlZChHEp9Ho9OTk5jI2NJaSTiM/ni/SefBDWJMDPfvYzfuu3fmvGYrGcDPcgTLKYZIBPPEgpp4QQdcDLCFqWP5NStsey72MjlkKIcuA/gSIgAPy7lPIpIcQ/Ar8CeIBu4LellDYhRBVwB+gIDdEopXzHEuPmAN8EqoA+4E1Syumurq4/q6io6Dt27Ngnf/KTnxjWwy26kLCVGY6Yra+vV5qX6XK5cDgc6xZkEhbBhcIgpcTj8dwjYLOzs0xMTETELFzHV6vVIoRACIFGo4ncn5+f59KlS0gpI7dAIBDp8KHX6+8R4ZSUFLKzsyP/r9aVqoLq6mru3LmjVCyllIyPj9PW1kZlZSXbt29/IBb8N7/5zcB73/vecFH0Poj0Inw1MCal3BF67CMEO0cEgDHgt6SUw2v9/SbwpSV5gAgh3gj8HfAM8Hbgl4QQ35RSfi3qvg+yfNp6IoQoBoqllNeEEBlAM/A6oAx4IVRo4B8ApJTvD/3YfhD+Ua4w7ieAKSnlx4UQfw5kSynfH34+Pz//9Waz+RvPPfecYfv27Yl5cVEYGRmho6ODvLw8ampqlLhmOzo6MJlMD0Ut2LAALhTD8N/GxkaOHj16j4BqNJqHJrXl/Pnz7N27V4nlNz09zZ07dzAajdTV1T0QaxLgU5/6lO/Tn/601WKx7JNSRpqqCiFOAnPAfy4Qy8xwhxEhxB8D9VLKd6j6/W509tdvlVe++i9KxtLu+6VmKeV+JYNtUIQQ14FflFKOCyGuAQeAi1LKQ9H2fTjOCAqQUlqllNdC92cJXnWWSil/vKDvXSNB8YyH1wJfDt3/MkEBjjA+Pv6s1Wo9+cpXvtLx3e9+d/0bVAJFRUWcPHmSjIwMLly4wN27d/H5Vt/qLxAIMDw8TGlpqcJZJg4hBFqtFp1Oh16vj7hoU1NT0Wg0mEwmDAYDer0enU730AglRO9GEguzs7NcuXKFjo4Otm/fzr59+x6IUPp8Pt7+9rd7nnrqqRaLxVK/UCgBpJRnWdSod1ErrjTiL5q94u/3oSDZzzIeNAu+VyLUbSSm7IXH5h1aSOiqcw9wedFTvwP8z4L/q4UQ14UQZ4QQJ5YZrlBKaYWgIAMFizeYn5+/PDo6uuXJJ58c+/CHP+xd+yuIn3AE5cmTJ9FqtZw7d46+vr5VNZgeHR0lLy/vgbogkwQpKSlhdHSUaG3jlsLpdHLjxg1aWlrYvHkzhw8ffmDt1SYnJzlx4oTn7Nmz/zEwMHBQSjkX675CiI8KIQaB/0OwOksYJb/fJI8UHiFEeO3IJIT4V+7XgSV57MRSCJEOfBt4cuFVqRDiLwAfEPZdW4EKKeUe4E+BrwshMld7XLfbbe3v76/+z//8z8u/+qu/6nG73at/EWtAq9WyefNmjh8/jtPp5OzZswwNDcXVzaS3t3dDlFtLEqwZXFRUhNVqjXkfj8fD7du3uXLlCoWFhRw7dozc3NwEznJlWlpaOHz4sLunp+cPent73xEKkosZKeVfSCnLCf523x16WOnvd8MiRLAogYrb48G7gHAB4/8CLgHvjGXHx0oshRB6gkL5NSnldxY8/naCgQP/J9Q5GymlW0o5GbrfTDD4Z+sSw46G1kPD66Jjyx1fSunq7u4+ef369c8cPnzYMzQ0pOqlxU24luvhw4eZnJyMNA6Oxtxc8II/UQWzk8RPZWVlTK5Yv99PZ2cnFy5cICMjg5MnT1JcXPxAU3D++7//O/Arv/Ir8xaL5djo6OiXo++xIl8HfhUS8/vdsCTdsDEjpbwC+IQQrwNaCEbDxmQpPB7vECCCZ4QvAHeklJ9a8PgrgPcDr5FSOhY8ni+E0IbubwJqgJ4lhv4ewagqQn+fW2keUkrZ09Pz/sHBwV8/fvy4+8yZM2t5WWvGZDKxa9cu9u7d337ZOgAAFjZJREFUy8DAABcvXmR6evlgwL6+vqRVucFITU1Fr9dH8jsXEwgE6Ovr4+zZswghOHnyJBUVFQ9UJAOBAO9///u973vf+6yjo6ObnU5nTCXHFiOEqFnw72uA9tDjCfn9Jnk4EUL8oxAiTQjxe8B5gmvTrwMuCiF+N5YxHqdFp2PAbwK3hBA3Qo99EPgsYAR+Ejp5hEPMTwIfFkL4AD/wjnBleiHE54GnpZRNwMeBb4Xe8AHgjbFMZmJi4rs6nW7n2972tgtvfetbsz7ykY/oH2RgSVpaGvv27WNmZoaOjg48Hg+bNm2iqKgoEvDi8/kYHx+nvr7+gc0zydJUV1fT19fH7t27I4+53W76+voYHh6muLh4w/S/tFqtvOENb/BMTk7+sL+//zeklPc1Ul8KIcR/AU8AeUIIC/DXwKuEELUEU0f6gXB6SEJ/vxuKZFGCWPgFKeX7hBB/BuyRUs4ACCHMwBWChtSKPDapIxsVIYRx8+bN3ywqKnrlM888Y1iYiP8gcTgc9PT0MD4+TllZGZWVlVitVlwuF7W1tQ96eso4ffo0TzzxxIOexpqRUnLmzBmOHTvG/Pw8PT09zM7OUlVVRVlZ2YZpyP3DH/5Qvutd7/I4nc63jY6OfutBz+dhZ//2bfLKN/9dyVjanace2dQRIUQbsBP4CcHUEV/ocR3wYynlz0cb43GyLDckUko38LqCgoK3HD58+Auf+9znTL/0S1G7xSSc1NRUduzYgc/nY3BwkIsXL+J0Otm3b9XVopIkkEAgQEZGBmfOnCEjI4NNmzaRl5e3oUoCvuc97/F8//vfnxweHj7k8XgGH/SckjxW/Bh4lmDK4E+FEN8OPf5GQq77aCTFcoMwNjb2db1ef/EP/uAPLvzar/1a/ic+8Qn9RrAGdDod1dXVmM1mbt++TV9fH+3t7VRUVFBaWroh3HqPM7Ozs/T39zM+Pk5eXh4ajYaDBw9uGJEE6O/v51d/9Ve9c3Nzz/T19b19QV5zEhVsoM96oyKlfFII8VpgP3CT4Bo2wI1Yx0iK5QbC6/X2CSGqnnvuuS++8MILb/rqV7/6wKr+LKavr4+6ujry8vJwuVwMDg5y4cIFzGYzlZWVZGdnb6gT9KOMz+djeHiYgYEBdDodFRUV1NfXo9FouH79OpOTk+Tl5T3oaQLw9NNP+//+7//e63K5fmN0dDQZPKMawbpFsoaCIZ8CtMDnpZQfX/S8CD3/KsBBsPTgtZX2FUL8DfD7QDgU/4NSyucTMX8p5XOsIYArKZYbDCmlF/hNo9H4uVe84hXf/53f+Z20v/qrv3qgVqbH48Fut0dy8UwmEzU1NWzZsoXJyUl6e3tpaWkhNzeXoqKiiIWTRB0ulyvSKNrpdEb6YC6utFNVVUVXV9cDF0uLxcJb3/pWz8jISMv4+PgvORyOZL3Vh5hQZPG/Ai8HLMBVIcT3pJRtCzZ7JUGLrQY4BPwbcCiGfT8tpfynBM//SSnlZ9ayTVIsNyhut/u8EKLkK1/5yhe///3vv/4rX/mK8UFZmQMDA1RWVt5nOQohyMvLIy8vj0AgwOTkJCMjI9y+fZv09PRIQ+f1bFD8qCClZHZ2lpGREUZHRxFCUFRURH19/Yo5rtnZ2bhcLpxOp9LC+fHwuc99zv/Rj37U6/f7f2doaOi/HsgkHhsErM+F6UGgS0rZAyCE+AbBUoELxfK1BOv2SqBRCJEVyl2timHfRPOHQohoF2zvAT6z3JNJsdzASCmdwJv1ev3xV7ziFd/7/d///Yy/+Iu/0K2nlSmlZHBwkOPHj6+4nUajIT8/n/z8/HtO9JcvX46c6IuKikhPT1+nmT98LLzgmJiYiFxwHDp0KK4LjsrKSgYGBtY9atlisfCbv/mbHqvVemt8fPwXnU7nVPS9kqyVdVr+KAUWBmVZCFqP0bYpjWHfdwsh3gY0Ae9NUNeXbxO9l+WKLtqkWD4EeL3e80KIsi9+8Yuff/bZZ9/w9NNPGw8dilokXwljY2Pk5OTEFcgT7u+YmZnJ1q1bIy7E27dv43Q6yc/Pp7CwkKysrMe+vqzL5WJiYoKRkRFmZ2cjruzt27ev2pVdWlrK2bNnqampWRd3uN/v5zOf+Yz/qaee8gYCgd+3WCxfTfhBkySCPCFE04L//11KGc5LWUqRF+cdLrfNSvv+G/CR0P8fAT5JsEa3UqSUf7nWMR7vM9VDRKi60Fu0Wu3+N73pTc+dPHky76mnnjLk5OQk9LjhwJ61EG7lVVlZid/vZ3x8nKGhIdra2ggEApHGyVlZWWRmZj6yAup0OiMNrG02G06nE6PRSG5uLjU1NWRmZiqxErRaLQUFBYyMjFBSUqJg5stz/vx5/uiP/sjr9/t/Ojk5+eb5+fmlywglSRzqAnwmVsiztADlC/4vA4Zj3Maw3L5SytHwg0KI/wf8YFUzXwcezbPSI4zf728SQpS/+OKLT+7Zs+ej73vf+/TvfOc7tYmwIBwOB16vl8xMdfWntVptxCULQdej3W7HZrMxODjIzMxMREDNZjNZWVmYzeaHSkCllLhcLmw2W0QcnU4nJpMp8poqKipISUlJmAutqqqKlpaWhInl+Pg473rXuzzNzc1TExMTvzwzM3MtIQdKsjKC9UoduQrUCCGqgSHgN4C3LNrmewRdqt8g6GadkVJahRDjy+0rhCgOd30BXg+0Jv6lrI6H5wyUJEKoK8OnhBBf+sxnPvOVL3zhCy9LhGt2PerAajSaiFUZJhAIMDs7i81mw2KxcPv27UjSfWpqKiaT6Z6b0Whc9+hbr9eLy+XC7Xbjcrki9+12Oy6XC5PJFHldlZWVmEymdU2tSUtLQwjB7Oys0qL3fr+fT3/6077PfvazPq1W++d9fX2fjbUQdZKHFymlTwjxbuBHBNM/viilvC2EeEfo+aeB5wmmjXQRTB357ZX2DQ39CSFEA0E3bB/wh+v2ouIkWe7uEUCr1e4rLS39zsGDBwv/6Z/+yahC4Px+P2fPnuXUqVMbIg0kLKBOpzMiTgvFKvw9NhqNkebO4Zter0cIgUajQQhxz/0rV66wf/9+pJQEAgGklJH7i4XQ5XJFmmbrdLr7jmM0GsnIyFh3YVyOkZERxsfH2blzp5LxnnvuOT74wQ96pJQ/6+/vT7pcNwD7d9bLq89+RclYmpr9j2y5OxUkLctHAL/f3yyEqBofH39jY2Pjv77qVa/K/NjHPmZYS66d1Wq9p4j6g0aj0WA2m1dsTiylxO123yNys7OzeL3eiAguFkW32013d/eSQmo0GklJSSE7OzsijA9TxaLCwkLu3LmDz+dbkxv73LlzvPe97/XMzMy09/f3v9Hlct1VOM0ka2UDXJg9DiTF8hEh5Ar7lhDiO88888wfPf/88x9561vfmvqhD31In5aWFvd4fX197N27V/1EE4gQImLlrSSqCzl9+vRD9zpjRQhBaWkpQ0NDVFZWxr1/a2srTz75pLu3t3dkZGTkTfPz81cSMM0kSR4KNobZkEQZUkrf1NTUPw8NDZV86Utf+kR9ff3cP/7jP/rdbnfMY8zMzKDX6++rDpPk4aOyspL+/n7iWW7p7e3ljW98o/vVr371+JUrV17f3d1dlRTKDYxGo+aWZEWS79AjipTSMTIy8pcDAwMVTz311Oe3bt3q+Ou//mvf3Nxc1H17e3uprq5eh1kmSTRGo5G0tLQVG3qHaW1t5XWve53niSeesJ05c+Yd/f39RXa7/X/WYZpJVosQ6m5JViQplo84Usppi8XyjoGBgZIvfvGLn6mrq3M8+eST3omJiSW393q92Gw28vPz13mmSRJFVVUVvb29yz5/4cIFXvayl3le+9rXTly8ePGtAwMDOWNjY18KRV0nSZKEpFg+NkgpZwYHB99nsVjynnnmmb/ds2fP7O/8zu94+vv779lucHCQsrKyDRHNmUQNOTk5zM3NsdgV//zzz3P48GHPb//2b/e3tLT8cnd3d/7Y2Nh/J1NBHjKERs0tyYok36HHDCml02KxfNRiseQ+++yz7zp+/Pj4L//yL7tOnz6NlJKBgQEqKioe9DSTKEQIEakX63K5eOqppwLbt2/3vOc972m5devWsbt371ZNTEz89EHPM8kqSbph14VkNOxjSqgV2OeFEF8YHh4+1d7e/mmTyVT/hje8QX/gwAGR7BTyaOF0OvnIRz4iz58/705NTX2mp6fnAx6Px/Kg55UkycNCUiwfc0Iut9PAHiFEhcvl+qsvfelLv/FzP/dzuj/90z81NjQ0PNgJJlk1Pp+Pb37zm/Jf/uVfPKOjozPAxwcHB/9NSul60HNLopKkVbgeJMUySQQp5QDwe0KIP/r2t7/9+gsXLnwsJSWl9I1vfKP+937v97SlpaUPeopJohAIBLhw4QKf+9znPGfPnpXp6eln+vr63udwOG4+6LklSQRJF+p6kRTLJPcRctF+i2CRg+Lp6ek//I//+I93FhUVZbztbW8zvvWtbxUqi6snWTvt7e08/fTT3h/84AdSr9d3jo2NfWRqaupZKaXnQc8tSZJHgaRYJlmRUEeAvwH+RqfTbRsfH3/f3//9379x+/bthre85S3G173udUq7kiSJnc7OTr7+9a/7n3nmGb/L5ZpwuVyfnJqa+kKyZutjRtKyXBeSYpkkZnw+Xzvwu0KI3xsbGzvW09Pz7r/8y798ZWlpqeE1r3mN/s1vfrM20V1KHmcCgQBnz57lG9/4hveFF16QUspxn8/3H0NDQ097PJ6hBz2/JA+KpFiuB0mxTBI3oaCg86EbOp1uq9Vq/Z3Pf/7zv2kwGHJf/vKXa37t135Nf+zYMbRa7YOd7EPO1NQUzz//PM8884z72rVrZGRktE1MTPzz2NjYd6SUSQsySZJ1IimWSdaMz+e7C/w58OdCiNzx8fFf/clPfvIH8/PzdWVlZdonnnhC98pXvlJ79OjRpHhGYWpqih/96Ef86Ec/cl++fFm4XK75lJSUMxaL5V9nZ2dPSyl9D3qOSTYQ69f8+bEnKZZJlCKlnAT+Hfh3IYSwWq2b+vr6Xvvd7373LXNzc3Xl5eXaU6dO6Y4fP649duxYzN1BHkUCgQA9PT2cP3+eM2fOuC9fvozT6XSkpqaeGR4e/orNZvtZ0npMEpWkVq4LSbFMkjBC7tpu4FPAp8Li2dPT8yvPPffca+bn53drNJq0LVu2yAMHDuiPHj2qPXbsGFlZWQ924gkgEAjQ3d3N+fPnuXTpkufGjRuBkZERaTKZxrRa7fmRkZFnbTbbT5PimCTJxiQplo8AQohy4D+BIiAA/LuU8ikhRA7wTaAK6APeJKWcFkK8HPg4YAA8wPuklC8sMe7fAL8PjIce+qCU8vnVznOBeH4mdEMIobdYLDtu3rz5xHe/+91XOxyO3UBafn4+mzdvpr6+3rB9+3bNzp072bx584ZpRr0cDoeD1tZWWltbaWtr8925c8fX19cnZmdnfUajcRQ4a7Van5+fn28ELKrrsAohvgi8GhiTUu4IPfY3LPE5CiH+D/C+BbvvAvZKKW8sGnPJ/VXOO8laSJqW64FI1kx++BFCFAPFUsprQogMoBl4HfBbwJSU8uNCiD8HsqWU7xdC7AFGpZTDQogdwI+klPdVHAidJOeklP+0Xq8ldFwBlKSlpdVnZmbuzc7OPubz+ba7XK4CnU6nz83NlQUFBZSUlGjKy8v1ZWVlory8nMrKSsrLyzGZTDEf6/Tp0zzxxBNRtwsEAthsNvr7+xkYGGBwcBCLxeK3WCze0dFROTo6it1ul4ArLS1tUErZMjU1dcFms113u90dUkr7qt+QOBBCnATmgP9cJJYrfo5CiJ3Ac1LKTUs8F3X/JA+G/bt3yqv/+x0lY2lKtjZLKfcrGewRJGlZPgKEciGtofuzQog7QCnwWuCJ0GZfJljW7v1SyusLdr8NmIQQRill7B2iE0jI2hoK3X6y8DkhhK6np6dAr9eXpKSkVJpMpuqsrKw6nU632efzlbnd7mwppU4IoRVCaIQQGr1eT1pamkxJScFoNKLRaCI3j8dj/OhHP+oOBAIEAgGcTifz8/PC6XSKQCCAlNIfCAT8UkqfVqt1GAyGUaB/fn6+Y2pqqsPlcg0seP9tD7pjh5TyrBCiahW7vhn4L8XTSZLkkSEplo8YoRPlHuAyUBg6kSOltAohCpbY5VeB6ysI5buFEG8DmoD3SimjdxFOIKFo0OHQrSmWfYQQRiAjdDMQ7LajAbQE3dYLb/MELbM5KaVf9fwfINE+x18neHG12v2TPCiS0bDrwsZeAEoSF0KIdODbwJOxuP2EENuBfwD+cJlN/g3YDDQQtJw+qWam64uU0i2lnJBS9kopO6SUd6SUt6WUN6WUrVLKNillu5TyrpRySEo584gJ5YqfoxDiEOCQUrauZv8kDxqh6JZkJZJi+YgghNATFMqvSSnDixijofXM8Lrm2ILty4BngbdJKbuXGlNKOSql9EspA8D/Aw4m8jUkSQwxfI6/wQou2OT3IEmSpFg+EoQCYr4A3JFSfmrBU98D3h66/3bgudD2WcAPgQ9IKS+sMG7xgn9fDyxneSTZwKz0OQohNMAbgW+sZv8kG4Bk8+d1Iblm+WhwDPhN4JYQ4kbosQ8STA/5lhDid4EBgidFgHcDW4APCSE+FHrsF6WUY0KIzwNPSymbgE8IIRoASTD1ZDl3bZL/f3t3DBpFEEZx/D0R7BRDCkVTKKRRJBGChYWKjem0tLNSEBvTaaPYio2Npdgp2qUySiysgqawUZAEbQ4LEWsLYSx2jizL3k3AdbzZ/H8Qbm9zNyQk5Mv37e7bCWH7qaqTuqZtDyTdlXRuzM/xjKpLWL401uH3oBgUuhy4dAQACrUwdyK8f7XcyVq7Dhzl0pEx6CwBoFSMULOhWAJAySiWWXCCDwAACXSWAFA0Ossc6CzRG7Yf2/5uu35pxLztNdsfbK/bPlX73G3bm7Y/274wYs0p269tb8TH/Tm+F2C7bHfygfEoluiTJ5IWG/vuS7oXQpiXdCc+l+1jqi7GPx7f88h2252pb0laDSHMSlqNzwHsMBRL9EYI4a2kn83dkvbG7X2qMmWlKgf1WYzC+yppU+3JNBdVhdArPl7q8msG/hqhBFlwzBJ9d1PSiu0Hqv45PB33H5K0VnvdIO5r2k4YPfCfkOuaC50l+u66pKUQwoykJVWxgFL7XxgSOlAeOsssKJbouyuShsHyL7Q1ah1Imqm97rC2RrR1I8PoAewcFEv03TdJZ+P2eUkbcXtZ0mXbe2wfkTQr6V3L+1vD6IGJYNFZZsIxS/TGiBDxq5Ie2t4t6Zeka5IUQvho+7mkT5J+S7oxvIdlI0R8VBg9MCEodDkQpA4AhVo4ORfW36x0spanDhKkPgadJQCUjBFqFhRLACgZtTILTvABACCBzhIAikUoQS4USwAoGccss2AMCwBAAp0lAJRqGEqAf45iCQBFo1jmwBgWAIAEOksAKBlj2CwolgBQLELQc2EMCwBAAp0lABSNzjIHiiUAlIwxbBaMYQEASOB+lgBQKNsvJU13tNyPEMJiR2v1DsUSAIAExrAAACRQLAEASKBYAgCQQLEEACCBYgkAQMIfTbXGdINLYTEAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax = da.plot.patch(rmax=8);\n", "dird = np.round(da.directions, 2)\n", "ax.set_thetagrids(dird, labels=dird);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Dfsu line spectrum\n", "\n", "Data in dfsu line spectra is node-based contrary to must other dfsu-formats." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "name: Energy density\n", "dims: (time:4, node:10, direction:16, frequency:25)\n", "time: 2017-10-27 00:00:00 - 2017-10-27 05:00:00 (4 records)\n", "geometry: DfsuSpectral1D (9 elements, 10 nodes)" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fn = \"../tests/testdata/line_spectra.dfsu\"\n", "da = mikeio.read(fn).Energy_density\n", "da" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "name: Energy density\n", "dims: (direction:16, frequency:25)\n", "time: 2017-10-27 00:00:00 (time-invariant)\n", "geometry: Point Spectrum Geometry(frequency:25, direction:16, x:1.89843, y:51.69084)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "spec = da[0].isel(node=3) # note first 3 points are outside domain\n", "spec" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "spec.plot(cmap=\"Greys\", rmax=8, r_as_periods=True);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot Hm0 on a line" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYIAAAEWCAYAAABrDZDcAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/MnkTPAAAACXBIWXMAAAsTAAALEwEAmpwYAAAvjUlEQVR4nO3deXhU5fn/8fdNSIAAYQs7hLDIvigExLrhvoF1qVu1tlpr7c/afrug9Vut9au2ttW2WqsWl7rUWkFtte4r4oayCKiALAmQsEMgQFiy3b8/5kCnMZkMkMnJZD6v65prZs45c859JpO551nO85i7IyIiqatZ2AGIiEi4lAhERFKcEoGISIpTIhARSXFKBCIiKU6JQEQkxSkRSKNnZr80s78Fj3PMbIeZpYUdV30ys/vN7MYGOta3zOy9BO17gpkVJWLfdRz3YjN7raGP21QoESQRM1thZidWW3ZQ/9RmdqiZzTGzncH9oQcdaAK5+yp3b+PulWHHUp/c/Sp3v6W+92tmuWbmZta8vvfdmLj7E+5+cthxJCslghRmZhnAc8DfgA7Ao8BzwXKpRVP/UpXUo0TQxASlhslmtsDMSs3sITPramYvm9l2M3vDzDoEm08AmgN/dPc97n43YMDxtey7nZk9ZmYbzWylmd1gZs2Cdd8ys/fM7A4z22JmBWZ2Wow4f2Zmy4OYFprZ2XGe33/9wjWz6WZ2i5m9H+zrNTPLjtp+vJl9YGZbzWy+mU2Ise/eZvZscH6bzeyeqHN738z+YGbFwC/reC8GmNk7ZlZiZpvM7KlguQX72BCsW2Bmw4N1j5jZrcHjCWZWZGY/CbZda2aXRcXZycz+bWbbzGyWmd0ao1Q4I7jfGlSpHRG1nxr/VsG5PRQcd3Ww/xqr4sysVRD7FjNbCIyttn5I8Dfaamafm9mZUeseMbN7g8/mjuA97mZmfwz2t9jMDovavtbPjFUrGQefkavMbGmwrz+bmdXyHqU8JYKm6VzgJGAgMAl4GfhfIJvI3/wHwXbDgAX+3+OMLAiW1+RPQDugH3AscClwWdT6w4EvguP8Fngoxj/fcuDoYH83A38zs+7xn+J/+XoQRxcgA/gpgJn1BF4EbgU6BsufMbPO1XcQfNG9AKwEcoGewD+qnVt+cIzbiP1e3AK8RqSU1SvYFuBk4Bgif5f2wAXA5lrOqVuw/57At4E/238S+J+B0mCbbwa32hwT3LcPqtQ+jDqf2v5WjwIVwADgsCDuK2rZ/01A/+B2SnQsZpYO/JvIe9EFuAZ4wswGRb3+fOCGII49wIfA3OD508Dvo7bd38/MRCKJaVRwnFNibJva3F23JLkBK4AdwNao207gvWrbXBz1/Bngvqjn1wD/Ch7fCPyj2jGeAH5Zw7HTiPyjDo1a9l1gevD4W8CyqHWZgAPd4jy3ecBXa1n3S+BvwePcYL/Ng+fTgRuitv1/wCvB4+uAx6vt61XgmzUc4whg4979Vlv3LWDVfrwXjwFTgF7V9nM8sAQYDzSrtu4R4Nbg8QRgV3QswIbgdWlAOTAoat2t0Z+Bavv9r/errr8V0DU4t1ZR6y8C3q5l//nAqVHPrwSKgsdHA+uizxV4cu/nKzjnB6p9NhdFPR8BbI3nMxOcU/T/gQNHRT2fCvwsUf+byX5TiSD5nOXu7ffeiHzxVbc+6vGuGp63CR7vALKqvTYL2F7DPrOJ/NpeGbVsJZFfrHut2/vA3XcGD9tQAzO71MzmBVUGW4HhwTEOxLqoxzujjtkHOG/vMYLjHAXU9CuyN7DS3StqOUZh1OO63otriVSxfRxUh1wO4O5vAfcQ+UW/3symmFn193+vzdVi2XtenYlU50XHE/04XrX9rfoA6cDaqPfsL0R+0dekR7Xjr6y+zt2rqq2P/szE+1k9kM9MbZ8LqUaJILV9DoysVn0zMlhe3SYiv0T7RC3LAVbv70HNrA/wAPB9oFOQ0D4j8uVZnwqJlAjaR91au/vttWybY7U3BEdXn8V8L9x9nbt/x917ECkp3GtmA4J1d7v7GCLVbwOByft5ThuJVNv0ilrWO8b2+zu8cCGREkF21HuW5e61VReurXb8nKjHa4Dee9tOotY35s9MSlIiSG3TgUrgB2bWwsy+Hyx/q/qGHumuORW4zczaBv+YPybS42h/tSbyBbURIGgIHX4A+6nL34BJZnaKmaWZWcugIbZXDdt+TORL7XYzax1se2RNO63rvTCz86KOsYXIuVaa2VgzOzyoOy8FdhN5/+MWHPtZIg3WmWY2mEj7RG02AlVE2jLi2f9aInX6d5pZlpk1M7P+ZnZsLS+ZClxvZh2Cc74mat1HRM7zWjNLt0hD/ST+u+0lXg31mUlJSgQpzN3LgLOIfJFsBS4nUvVUVstLriHyj50PvAf8HXj4AI67ELiTSMPgeiJ1we/v737iOE4h8FUiDeUbifzanUwNn/vgC3YSkQbSVUARkcbc2sR6L8YCH5nZDuB54IfuXkCk2u0BIslhJZGG4jsO4NS+T6TBdB3wOJF69z01bRhU+9wGvB9UqYyPY/+XEqn6WhjE+jQ1V6dBpNF2JVBAJIE8HnXsMuBM4DQipah7gUvdfXEcMVQ/jwb5zKQqCxpSRCRJmdlviDTKx+o9JFIrlQhEkoyZDTazkRYxjkj30n+GHZckL10hKZJ82hKpDupBpFvpnUSuEBc5IKoaEhFJcaoaEhFJcUlXNZSdne25ublhhyEiklTmzJmzyd2/NLwKJGEiyM3NZfbs2WGHISKSVMxsZW3rVDUkIpLilAhERFKcEoGISIpTIhARSXFKBCIiKU6JQEQkxSkRiIikuKS7jkBEUpu788pn69i+u4Ij+neid8fMsENKekoEIpI0Vm/dxc+eWcC7SzftW9azfSvG9+vEEf0jt57tW4UYYXJSIhCRRs/defLjQn710iKq3LnlrOEc3rcjM/M38+Hyzby1eD3PzC0CIKdjJkdEJYauWS1Djr7xS7rRR/Py8lxDTIikjqItO/nZM5/y3rJNfKV/J35z7sgvVQdVVTlfrN/Oh8s382H+Zj7K38y23RUA9Mtuzfj+nTiiXyfG9+tE57YtwjiN0JnZHHfPq3GdEoGINEZVVc7fP17Fr19aBMD/njGEr4/Lwazu+eorq5xFa7ftSwwfFxSzY08kMRzSpU2ktNCvE4f360TH1hkJPY/GQolARJJKYfFOrntmAR8s38xRA7K5/dwR9Opw4I3CFZVVfLbmP4lh9opidpZVAjC4W9v/JIa+nWiXmV5fp9GoKBGISFKoqnKe+Gglv355Mc3M+PkZQ7hwbO+4SgH7o7yyigVFW6MSwxb2VFRhBsN6ZDG+b6R9YVzfjrRt2TQSgxKBiDR6qzbv5Npn5jMzv5ijD8nm9nNHNlgPoD0VlcxbtZUPg8bnT1ZtpayyimYGI3q229fGMDa3I61bJGcfGyUCEWm0qqqcx2eu5PaXF9O8mXHDxCGcn1f/pYD9sbu8krmrtjAzKDHMK9xKeaXTvJkxsle7oCopmzF9OtAqIy20OPeHEoGINEorN5cy+ekFfFxQzLEDO/Prc0bQoxFeB7CzrII5K7fsq0paUFRCZZWTkdaMQ3u331diOCynPS3TG2diUCIQkUalqsp55IMV/PbVxaSnNeMXE4fytTG9Qi0F7I8deyqYtaJ4X4nhs9UlVDlkNG/GmJwO+65hGNWrPRnNG8dIPkoEItJoFGwq5dqn5zNrxRaOG9SZX58zkm7tkvuir5Jd5cwqKN7XxrBo3TbcoVV6Gnm5HRgfXMMwslc70tPCSQxKBCISusoq56/vF3DHa1+QkdaMmyYN45zRPZOmFLA/tu4sY2Z+8b4rn79Yvx2A1hlp5OV23NdddXjPdqQ1a5jzVyIQkVAt37iDa59ewJyVWzhhcBd+dc6IlBr6YfOOPXxUULyvjWHZhh0AtG3RnHF9I4lhfL9ODO2eRbMEJYZYiSA5+0GJSFKorHIefi9SCmiZnsYfLhjFWYc2zVJALJ3atOD0Ed05fUR3ADZs383M/EhimJm/mTcXbwCgXat0Dg8SwxH9OzGwS9uEJYZoSgQikhDLNuxg8tPz+WTVVk4c0pVfnT2cLilUCoilS9uWnDmqB2eO6gHA2pJd+6qRPszfzGsL1wPQsXUG4/t13DeIXv/ObRKSRFU1JCL1qrLKefDdfO58fQmZGWncfOYwzhzVI+VKAQejaMvOfUlh5vLNrCnZDcDlR/blF5OGHtA+VTUkIg1i2Ybt/HTaAuYVbuXkoV259ezhdGmrUsD+6tUhk/PyMjkvrzfuzqrinczM38yALm0ScjwlAhE5aBWVVTzwbgF/eGMJrTPSuPuiw5g0srtKAfXAzOjTqTV9OrVO2DGUCETkoCxZv53J0+Yzv6iEU4d145azhqfsmP/JSolARA5IRWUVf5mRz11vLKVNy+bc8/XDOGOESgHJSIlARPbb4nXbmDxtAZ+uLuGMkd35vzOH0amNSgHJSolAROJWXlnF/dOXc/dbS8lqmc69F4/e1zdekleticDMno/j9cXu/q36C0dEGqtFa7fx02nz+XzNNiaN6sEvJw1VKaCJiFUiGAJcEWO9AX+u33BEpLEpr6zi3reXc8/bS2nXKp37LxnNqcNVCmhKYiWCn7v7O7FebGY3x1j3MDAR2ODuw2tY3w74G5ATxHGHu/81rqhFpEF8vqaEydMWsHDtNr56aA9+OWkYHVJksvdUUut4qO4+1czSzOx3sbaJse9HgFNjrL8aWOjuo4AJwJ1mpk+YSCNQVlHFH15fwlfveZ8N2/fwl2+M4a4LD1MSaKJiNha7e6WZjTEz8/0ci8LdZ5hZbqxNgLYW6WvWBigGKvbnGCJS/z5bXcJPp81n8brtnH1YT26aNJT2mUoATVk8vYY+AZ4zs2lA6d6F7v7sQR77HuB5YA3QFrjA3atq2tDMrgSuBMjJyTnIw4pITcoqqrjnraX8efpyOrbO4IFL8zhpaNeww5IGEE8i6AhsBo6PWubAwSaCU4B5wX77A6+b2bvuvq36hu4+BZgCkUHnDvK4IlLNp0UlTH46Ugo4Z3RPfjFRpYBUUmcicPfLEnTsy4DbgyqnZWZWAAwGPk7Q8USkmj0Vldz95lLufyef7DYZPPTNPE4YolJAqqkzEZjZQOA+oKu7DzezkcCZ7n7rQR57FXAC8K6ZdQUGAfkHuU8RidOCoq38dNp8lqzfwdfG9OLGM4bSLjM97LAkBPFUDT0ATAb+AuDuC8zs70DMRGBmTxLpDZRtZkXATUB6sI/7gVuAR8zsUyLXJFzn7psO8DxEJE67yyu5682lTJmRT+c2LfjrZWM5blCXsMOSEMWTCDLd/eNqA0nV2bvH3S+qY/0a4OQ4ji8i9WRe4VYmT5vP0g07OD+vFzdMHEpWS5UCUl08iWCTmfUn0kCMmX0NWJvQqESkXu0ur+QPbyzhgRn5dM1qySOXjWWCSgESiCcRXE2kx85gM1sNFAAXJzQqEak3c1dtYfK0+SzfWMpF43pz/elDVAqQ/xJPInB3P9HMWgPN3H27mfVNdGAicnB2l1fy+9eX8OC7+XTLasljl4/jmIGdww5LGqF4EsEzwGh3L41a9jQwJjEhicjBmrOymMnTFpC/qZSvH57D9acNpq1KAVKLWMNQDwaGAe3M7JyoVVmAZqMWaYR2lVVy52tf8ND7BfRo14q/fftwjjokO+ywpJGLVSIYRGT00PbApKjl24HvJDAmETkAs1YUc+3TCyjYVMol43P42WlDaNNCc09J3Wr9lLj7c0TGGDrC3T9swJhEZD/sKqvkd69+wV8/KKBn+1b8/YrD+coAlQIkfvH8XNhsZm9S/1cWi8hB2L67nCc+WsVD7xWwcfseLj2iD9edOpjWKgXIfkrYlcUikhgbt+/hr+8X8PjMlWzfXcFRA7K59+LRjM3tGHZokqQSdmWxiNSvlZtLmTIjn2lziiivrOL04d256tj+jOjVLuzQJMnpymKRRu7zNSXc/04+Ly5YQ/NmzTh3TE++c3Q/+nVuE3Zo0kQc6JXFlyQ0KpEU5+7MzC/mvneWM2PJRtq0aM53ju7H5Uf1pWuWem9L/YpnPoJ84L+uLE58WCKpqarKeX3Reu6bvpx5hVvJbpPB5FMGccn4PrRrpQvCJDHimY+gPXApkAs039tW4O4/SGRgIqmkrKKKf81bzV/eWc7yjaX07tiKW84aznljetEyPS3s8KSJi6dq6CVgJvApUOOcwiJyYEr3VPDkx5EuoGtLdjOkexZ3XXgoZ4zoTvO0ZmGHJykinkTQ0t1/nPBIRFJIcWkZj3ywgkc/WEHJrnIO79uRX58zgmMHdqZaDz2RhIsnETxuZt8BXgD27F3o7sUJi0qkiSraspMH3y3gH7NWsbu8ipOHduWqCf0ZndMh7NAkhcWTCMqA3wE/J+hCGtz3S1RQIk3NF+u285d3lvPc/DUYcNZhPbnq2H4M6NI27NBE4koEPwYGaD5hkf03e0Ux901fzpuLN5CZkca3vpLLt4/qS4/2rcIOTWSfeBLB58DORAci0lS4O29/sYH7pi9n1ootdMhM50cnDuTSI/rQoXVG2OGJfEk8iaASmGdmb/PfbQTqPioSpbyyihcWrOH+6fl8sX47Pdu34qZJQ7lgbG8yMzQQnDRe8Xw6/xXcRKQGu8oqmTq7kCkz8lm9dRcDu7bh9+ePYtKoHqSrC6gkgXiuLH60IQIRSTZbd5bx2IcreeSDFRSXljGmTwduPnMYxw/uQrNm6gIqySPWVJVT3P3KWC+OZxuRpmZtyS4eereAv3+8ip1llRw/uAvfm9Bfw0BL0opVIjjLzHbHWG/AcfUcj0ijtWzDDqbMWM4/P1lNlcOkkd357rH9GdI9K+zQRA5KrEQwOY7Xv1tfgYg0VvMKt3Lf9GW8tnA9GWnN+Pq4HK44uh+9O2aGHZpIvYg1Z7HaBiRluTvvLt3EfdOX82H+ZrJaNuf7xw3gm1/JJbtNi7DDE6lX6tMmEqWyynnp07Xc/85yPl+zja5ZLbjhjCFcOC6HNpoLWJoofbJFgN3llTwzt4gpM/JZuXkn/Tq35rfnjuSrh/WgRXMNAy1NWzzzEZzn7tPqWiaSjLbtLueJmZFhoDft2MOoXu24/pIxnDy0q7qASsqIp0RwPVD9S7+mZSJJY8O23Tz8/gqemLmS7XsqOPqQbL434VCO6NdJw0BLyol1HcFpwOlATzO7O2pVFlCR6MBEEmHFplL+MiOfZ+YUUVFVxWkjuvO9Y/szvGe7sEMTCU2sEsEaYDZwJjAnavl24EeJDEqkvn22uoT73lnOy5+upXmzZnwtrxdXHt2P3OzWYYcmErpY3UfnA/PN7O/uXt6AMYnUC3fnw+Wbue+d5by7dBNtWzTnymP6c/mRuXTJahl2eCKNRjxtBOPM7JdAn2B7A9zdY05MY2YPAxOBDe4+vJZtJgB/BNKBTe5+bLyBi9Smqsp5beE67pu+nPlFJWS3acF1pw7m4vE5ZLVMDzs8kUYnnkTwEJGqoDlEhqSO1yPAPcBjNa00s/bAvcCp7r7KzLrsx75FvqRkVznPz1vNXz9YQf7GUnI6ZnLb2cM5d3QvWqarC6hIbeJJBCXu/vL+7tjdZ5hZboxNvg486+6rgu037O8xRKqqnJn5m3lqdiGvfLaOPRVVDO+ZxZ8uOozThnejuYaBFqlTrF5Do4OHb5vZ74Bn+e+JaeYe5LEHAulmNh1oC9zl7jWWHkSqW7N1F8/MKWLqnEIKi3fRtmVzzs/rzQVje6sHkMh+ilUiuLPa87yoxw4cXw/HHgOcALQCPjSzme6+pPqGZnYlcCVATk7OQR5WklVZRRVvLFrPU7MKeXfpRqocjujXiZ+cNIhTh3dT9Y/IAYrVayjRQ0wXEWkgLgVKzWwGMAr4UiJw9ynAFIC8vDxPcFzSyHyxbjtTZxfyz09WU1xaRresllx93ADOG9ObnE4aAVTkYMUzxMSPa1hcAsxx93kHcezngHvMrDmQARwO/OEg9idNyPbd5fx7/lqeml3I/MKtpKcZJw3tynl5vTnmkM6kafgHkXoTT2NxXnD7d/D8DGAWcJWZTXP339b0IjN7EpgAZJtZEXATkW6iuPv97r7IzF4BFgBVwIPu/tnBnIwkN3fn44Jips4u4qVP17KrvJKBXdtwwxlDOPuwnnTS8M8iCRFPIugEjHb3HQBmdhPwNHAMkS6lNSYCd7+orh27+++A38UdrTRJG7bt5um5RUybXUTBplLatGjOWYf14Py83hzau73G/hFJsHgSQQ5QFvW8HOjj7rvMbE8trxGJqbyyircWb2DqrEKmL9lIZZUzLrcjVx83gNNHdCMzQyOkizSUeP7b/g7MNLPngueTgCfNrDWwMGGRSZO0bMMOps0u5Jm5q9m0Yw+d27bgymP6cd6YXvTr3Cbs8ERSUp2JwN1vMbOXgKOIDC9xlbvPDlZfnMjgpGko3VPBiwvWMnV2IbNXbiGtmXH84C5ckNebCYM666IvkZDFuqAsy923mVlHoCC47V3X0d2LGyJASU7uztxVW5k6q5AXFqyhtKySfp1bc/1pgzl7dE+6tNWgbyKNRawSwd+JDBo3h8gFZFbtPuagc5KaNu3Yw7Nzi5g6u4hlG3aQmZHGGSO6c8HY3ozp00ENvyKNUKwLyiYG930bLhxJRhWVVcxYupGnZhXy5qINVFQ5o3Pac/s5I5g4qocmfRdp5OK5oMyItAX0DdoLcoBu7v5xwqOTRm3FplKmzi7kmblFrN+2h06tM7jsyFzOz+vNIV3bhh2eiMQpnp9q9xK54Ot44BYiM5Q9A4xNYFzSSO0qq+Tlz9by1KxCPiooppnBhEFduPnM3hw/uAsZzdXwK5Js4kkEh7v7aDP7BMDdt5hZRoLjkkbE3VlQVMJTswv597w1bN9TQZ9OmUw+ZRDnju5Ft3Zq+BVJZvEkgnIzSyPSQIyZdSZSQpAmrri0jH99spqpswtZvG47LdObcfrw7pw/tjfjcjvSTOP9iDQJ8SSCu4F/Al3M7Dbga8ANCY1KQlNZ5by3bBNTZxXy+sL1lFVWMbJXO249azhnHtpDUz2KNEHxXFD2hJnNITJvgAFnufuihEcmDaqweCfT5hTx9OxC1pTspn1mOhePz+H8vN4M6Z4VdngikkDx9utbCmzbu72Z5eydYlKS1+7ySl79fB1TZxfy/rLNmMFRA7L53zOGcNLQrrRoroleRFJBPN1HryEyhPR6IpPX772gbGRiQ5NE+XxNCVNnFfKveWso2VVOz/at+NGJA/laXi96tm8Vdngi0sDiKRH8EBjk7psTHYwkTsnOcp6bv5qnZhXy+ZptZDRvxinDunFBXm++0r+TGn5FUlg8iaCQyIxkkmTcnQ+Xb+ap2YW8/Nk6yiqqGNo9i5vPHMZXD+1B+0z1AhaR2IPO7Z2iMh+YbmYvAvvmH3D33yc4NjlI97y1jDtfX0Lbls25IK83F4ztzfCe7cIOS0QamVglgr1jBKwKbhnBTZJA0Zad3PP2Mk4Z1pW7LjyMlulq+BWRmsUadO7mhgxE6tevX16MGfxi0jAlARGJSQPDNEEf5W/mxQVruerY/uoFJCJ1UiJoYiqrnJv/vZAe7Vry3WP6hx2OiCQBJYImZursQhau3cb1pw+hVYaqhESkbnUmAjMbaGZvmtlnwfORZqaxhhqhkl3l3PHqF4zN7cDEkd3DDkdEkkQ8JYIHgOuBcgB3XwBcmMig5MD86c2lFO8s46ZJwzQlpIjELZ5EkFnDbGQViQhGDtzyjTt45IMVXJCnawVEZP/Ekwg2mVl//jMfwdeAtQmNSvbbrS8spFV6Gj85eVDYoYhIkolniImrgSnAYDNbDRQQmcNYGom3F2/g7S828vPTh9C5bYuwwxGRJBNPIljp7ieaWWugmbtvT3RQEr+yiipueXEhfbNb882v5IYdjogkoXiqhgrMbAowHtiR4HhkPz324QryN5Zy48QhmjheRA5IPN8cg4A3iFQRFZjZPWZ2VGLDknhs2rGHu95cyrEDO3PcoC5hhyMiSarORODuu9x9qrufAxwGZAHvJDwyqdOdry1hV1klN04cou6iInLA4qpLMLNjzexeYC7QEjg/oVFJnT5fU8I/Zq3i0iNyGdClbd0vEBGpRTxTVRYA84CpwGR3L010UBKbe2Q8oQ6ZGfzwhEPCDkdEklw8vYZGufu2hEcicXvp03V8XFDMbWcPp11metjhiEiSiycRlJnZ1cAwItVCALj75QmLSmq1u7ySX720iMHd2nLh2JywwxGRJiCeNoLHgW7AKUQaiXsBdV5LYGYPm9mGvYPVxdhurJlVBlcsSx2mzMhn9dZd3DRpGGmacF5E6kE8iWCAu98IlLr7o8AZwIg4XvcIcGqsDcwsDfgN8Goc+0t5a7bu4t7pyzh9RDeO6N8p7HBEpImIJxGUB/dbzWw40A7IretF7j4DKK5js2uAZ4ANccSR8n7zymKqHK4/bUjYoYhIExJPIphiZh2AG4HngYVEfsUfFDPrCZwN3B/Htlea2Wwzm71x48aDPXRSmr2imOfmreG7x/Sjd8fMsMMRkSakzsZid38wePgO0K8ej/1H4Dp3r6zrYih3n0Jk4Dvy8vK8HmNIClXB9JPdslryvQmaflJE6lc81xEsB2YC7wIz3H1hPR07D/hHkASygdPNrMLd/1VP+28ynp5bxKerS/jjBYeSmRFPRy8RkfjF860yFDgcOBq4w8wGA/Pd/eyDObC799372MweAV5QEviy7bvL+e0rXzA6pz1fPbRH2OGISBMUTyKoJNJgXAlUAeuJo3HXzJ4EJgDZZlYE3ASkA7h7ne0CEnHP28vYtGMPD30zT+MJiUhCxJMItgGfAr8HHnD3zfHs2N0vijcId/9WvNumkoJNpTz8XgFfG9OLUb3bhx2OiDRR8fQaugiYAfw/InX6N5vZCYkNSwBue3ERGWnNuPYUTT8pIokTT6+h54DngraB04D/Aa4FWiU2tNQ2Y8lG3li0nutOHUyXrJZ1v0BE5ADVWSIws2eCnkN3Aa2BS4EOiQ4slZVXVnHLCwvp0ymTy4/KDTscEWni4mkjuB2Y6+6ViQ5GIp6YuZKlG3Yw5RtjaNE8LexwRKSJi6dqaFZDBCIRxaVl/P71JRw1IJuThnYNOxwRSQGa7byR+cPrSygtq+TGiUPVXVREGoQSQSOyeN02nvhoJZccnsOgbpp+UkQaRjyNxW/Gs0wOjrtz8/MLyWqVzo9OGhh2OCKSQmptIzCzlkAmkSuDOwB76ymyAI11UM9e/Xw9H+Zv5v++Ooz2mRlhhyMiKSRWY/F3iVwz0AOYw38SwTbgz4kNK7XsLq/ktpcWMrBrG74+TtNPikjDqjURuPtdwF1mdo27/6kBY0o5D71XQGHxLp644nCap6nZRkQaVjzdR/9kZl8hMitZ86jljyUwrpSxfttu/vz2Mk4e2pUjB2SHHY6IpKB45iN4HOgPzCMyAimAA0oE9eA3ryymotL5+RmaflJEwhHPlcV5wFB3T7mZwRLtk1VbeHbuar43oT99OrUOOxwRSVHxVEh/BnRLdCCpZu/0k53btuDq4waEHY6IpLB4SgTZwEIz+xjYs3ehu5+ZsKhSwL/mrWZe4VbuOG8UbVpo+kkRCU8830C/THQQqaZ0TwW3v7yYUb3acc5hPcMOR0RSXDy9ht5piEBSyb3Tl7Fh+x7uu2QMzZppPCERCVc8Q0yMN7NZZrbDzMrMrNLMtjVEcE3Rqs07eeDdAs4+rCdj+mhaBxEJXzyNxfcQma5yKZFZya4IlskB+NVLi0gz47pTB4cdiogIEOfoo+6+DEhz90p3/yswIaFRNVEfLNvEK5+v4+rj+tOtnaafFJHGIZ7G4p1mlgHMM7PfAmuJTFkp+6Gisor/e2EhvTq04oqj+4UdjojIPvGUCL4RbPd9oBToDZybyKCaoidnFbJ43XZ+fvoQWqZr+kkRaTziKRFsAsrcfTdws5mlAS0SG1bTsnVnGb9/7QvG9+vIqcN1bZ6INC7xlAjeJDIvwV6tgDcSE07T9Mc3llKyq5xfTBym6SdFpNGJJxG0dPcde58EjzNjbC9Rlq7fzuMzV3LRuByG9sgKOxwRkS+JJxGUmtnovU/MbAywK3EhNR3uzv+9sJDWGWn85ORBYYcjIlKjeNoI/geYZmZrgufdgQsSFlET8uaiDby7dBM3TRpKx9aaflJEGqd4hpiYZWaDgUFEpqtc7O7lCY8sye2pqOTWFxcyoEsbLhnfJ+xwRERqFWvy+uPd/S0zO6faqkPMDHd/NsGxJbVH3l/Bis07efTycaRr+kkRacRilQiOAd4CJtWwzgElglps2L6bP721jBOHdOHYgZ3DDkdEJKZYiWBLcP+Qu7/XEME0FXe8+gV7Kir5+RlDww5FRKROseosLgvu726IQJqKBUVbmTaniMuP7EvfbI3EISKNX6wSwSIzWwF0NrMFUcsNcHcfmdDIkpB7ZPrJTq0z+P7xmn5SRJJDrYnA3S8ys27Aq4CmpYzD8/PXMGflFn577kjatkwPOxwRkbjE7D7q7uuAUQeyYzN7GJgIbHD34TWsvxi4Lni6A/ieu88/kGM1BjvLItNPjujZjq+N6RV2OCIicau1jcDMpgb3n5rZgqjbp9WqimrzCHBqjPUFwLFBFdMtwJT9iLvRuf+dfNaW7OamSUM1/aSIJJVYJYIfBvcTD2TH7j7DzHJjrP8g6ulMIGl/Rhdt2clf3lnOmaN6kJfbMexwRET2S6w2grXB/coGiOPbwMu1rTSzK4ErAXJychognP3z65cXYwY/O03TT4pI8oln8vpzzGypmZWY2TYz216fk9eb2XFEEsF1tW3j7lPcPc/d8zp3blwXaH2Uv5kXF6zle8cOoEf7VmGHIyKy3+IZdO63wCR3X1TfBzezkcCDwGnuvrm+959olVWR7qI927fiymM0/aSIJKd4BsFZn6AkkENkmIpvuPuS+t5/Q5g6u5CFa7dx/emDaZWh6SdFJDnFUyKYbWZPAf8C9uxdWNegc2b2JDAByDazIuAmID147f3AL4BOwL3BrF0V7p63/6cQjpJd5dzx6heMy+3IGSO6hx2OiMgBiycRZAE7gZOjltU56Jy7X1TH+iuAK+I4fqP0pzeXUryzjEcnDdX0kyKS1OKZj+CyurZJNcs37uCRD1Zw4djeDO/ZLuxwREQOSp2JwMxqGnSuBJjt7s/Vf0iN360vLKRVuqafFJGmIa7J64FDgaXBbSTQEfi2mf0xYZE1Um8v3sDbX2zkhyceQnabFmGHIyJy0OJpIxgAHO/uFQBmdh/wGnAS8GkCY2t0yiqquOXFhfTLbs2lR+SGHY6ISL2Ip0TQE4geWL810MPdK4nqRZQKHvtwBfkbS7lx4lAymmv6SRFpGuK9oGyemU0nMhfBMcCvzKw18EYCY2tUNu3Yw11vLmXCoM4cN7hL2OGIiNSbeHoNPWRmLwHjiCSC/3X3NcHqyYkMrjG587Ul7Cqr5AZNPykiTUysYagHB/ejge5AIbAK6BYsSxmfrynhH7NW8c2v5DKgS5uwwxERqVexSgQ/JjLi5501rHPg+IRE1MjsnX6yQ2YGPzjhkLDDERGpd7GGob4yuD+u4cJpfF76dB0fFxTzq7NH0K6Vpp8UkaYnVtXQ2GDO4r3PLzWz58zsbjNLidlXdpdX8quXFjGkexYXjO0ddjgiIgkRqw/kX4AyADM7BrgdeIzIVcVJPa1kvKbMyGf11l3cNGkoaZp+UkSaqFhtBGnuXhw8vgCY4u7PAM+Y2byERxayNVt3ce/0ZZwxojvj+3UKOxwRkYSJVSJIM7O9ieIE4K2odfFcf5DUfvPKYtw1/aSINH2xvtCfBN4xs03ALuBdADMbQKR6qMmavaKY5+at4QfHD6B3x8ywwxERSahYvYZuM7M3iVxD8Jq7e7CqGXBNQwQXhqpg+sluWS25akL/sMMREUm4mFU87j6zhmVJOa1kvJ6eW8Snq0u468JDycxo8jVgIiJxDTqXMrbvLue3r3zBmD4dOHNUj7DDERFpEEoEUe55exmbduzhJk0/KSIpRIkgULCplIffK+C8Mb0Y2at92OGIiDQYJYLAbS8uIiOtGZNP1fSTIpJalAiAGUs28sai9VxzwiF0adsy7HBERBpUyieC8soqbnlhIX06ZXLZkblhhyMi0uBSPhE8MXMlSzfs4IYzhtKieVrY4YiINLiUTgTFpWX8/vUlHH1INicO0fSTIpKaUjoR/OH1JZSWVXLjRHUXFZHUlbKJYPG6bTzx0Uq+Mb4PA7u2DTscEZHQpGQicHdufn4hWa3S+Z8TNf2kiKS2lEwEr36+ng/zN/OTkwbSPjMj7HBEREKVcolgd3klt720kEFd23LRuJywwxERCV3KJYKH3iugsHgXv5g0lOZpKXf6IiJfklLfhOu37ebPby/jlGFdOXJAdtjhiIg0CimVCH7zymIqKp2fnz407FBERBqNlEkEn6zawrNzV3PF0X3J6aTpJ0VE9kpYIjCzh81sg5l9Vst6M7O7zWyZmS0ws9GJiiU4Hkcfks3/O25AIg8jIpJ0ElkieAQ4Ncb604BDgtuVwH0JjIVDe7fn8W8fTpsWmn5SRCRawhKBu88AimNs8lXgMY+YCbQ3s+6JikdERGoWZhtBT6Aw6nlRsOxLzOxKM5ttZrM3btzYIMGJiKSKMBNBTaO8eU0buvsUd89z97zOnTsnOCwRkdQSZiIoAnpHPe8FrAkpFhGRlBVmIngeuDToPTQeKHH3tSHGIyKSkhLWhcbMngQmANlmVgTcBKQDuPv9wEvA6cAyYCdwWaJiERGR2iUsEbj7RXWsd+DqRB1fRETikzJXFouISM0s8sM8eZjZRmDlAb48G9hUj+EkA51zatA5p4aDOec+7l5jt8ukSwQHw8xmu3te2HE0JJ1zatA5p4ZEnbOqhkREUpwSgYhIiku1RDAl7ABCoHNODTrn1JCQc06pNgIREfmyVCsRiIhINUoEIiIpLiUSgZm1NLOPzWy+mX1uZjeHHVNDMbM0M/vEzF4IO5aGYGYrzOxTM5tnZrPDjqchmFl7M3vazBab2SIzOyLsmBLJzAYFf9+9t21m9j9hx5VIZvaj4LvrMzN70sxa1uv+U6GNwMwMaO3uO8wsHXgP+GEwIU6TZmY/BvKALHefGHY8iWZmK4A8d0+ZC43M7FHgXXd/0MwygEx33xpyWA3CzNKA1cDh7n6gF5o2ambWk8h31lB332VmU4GX3P2R+jpGSpQIglnQdgRP04Nbk8+AZtYLOAN4MOxYJDHMLAs4BngIwN3LUiUJBE4AljfVJBClOdDKzJoDmdTzkP0pkQhgXxXJPGAD8Lq7fxRySA3hj8C1QFXIcTQkB14zszlmdmXYwTSAfsBG4K9BFeCDZtY67KAa0IXAk2EHkUjuvhq4A1gFrCUyZP9r9XmMlEkE7l7p7ocSmQBnnJkNDzmkhDKzicAGd58TdiwN7Eh3Hw2cBlxtZseEHVCCNQdGA/e5+2FAKfCzcENqGEE12JnAtLBjSSQz60Bkjve+QA+gtZldUp/HSJlEsFdQbJ4OnBpuJAl3JHBmUGf+D+B4M/tbuCElnruvCe43AP8ExoUbUcIVAUVRJdyniSSGVHAaMNfd14cdSIKdCBS4+0Z3LweeBb5SnwdIiURgZp3NrH3wuBWRN3ZxqEElmLtf7+693D2XSPH5LXev118RjY2ZtTaztnsfAycDn4UbVWK5+zqg0MwGBYtOABaGGFJDuogmXi0UWAWMN7PMoOPLCcCi+jxAwiamaWS6A48GPQyaAVPdPSW6U6aYrsA/I/8rNAf+7u6vhBtSg7gGeCKoKsknBWb7M7NM4CTgu2HHkmju/pGZPQ3MBSqAT6jnoSZSovuoiIjULiWqhkREpHZKBCIiKU6JQEQkxSkRiIikOCUCEZEUp0QgkiBmlmtmTfo6BmkalAhERFKcEoFIDMGv+kVm9kAwHvxrZtbKzA41s5lmtsDM/hmMB4OZjQnmvfgQuDpqP2lm9jszmxW8pslfCCXJQ4lApG6HAH9292HAVuBc4DHgOncfCXwK3BRs+1fgB+5efXKYbxMZNXIsMBb4jpn1bYjgReqiRCBStwJ3nxc8ngP0B9q7+zvBskeBY8ysXbXlj0ft42Tg0mAo9I+ATkQSjEjoUmWsIZGDsSfqcSXQvpbtjNonPDLgGnd/tR7jEqkXKhGI7L8SYIuZHR08/wbwTjDEeYmZHRUsvzjqNa8C3wumSsXMBqbYBDLSiKlEIHJgvgncH4yCGT3i52XAw2a2k8iX/14PArnA3GAo4Y3AWQ0WrUgMGn1URCTFqWpIRCTFKRGIiKQ4JQIRkRSnRCAikuKUCEREUpwSgYhIilMiEBFJcf8fPFYGYyuofSwAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "Hm0 = da.isel(time=0).to_Hm0()\n", "Hm0.plot(title='Hm0 on a line crossing the domain');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Dfsu area spectrum" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "name: Energy density\n", "dims: (time:3, element:40, direction:16, frequency:25)\n", "time: 2017-10-27 00:00:00 - 2017-10-27 05:00:00 (3 records)\n", "geometry: DfsuSpectral2D (40 elements, 33 nodes)" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fn = \"../tests/testdata/area_spectra.dfsu\"\n", "da = mikeio.read(fn, items=\"Energy density\")[0]\n", "da" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "da.plot(); # default area plot is Hm0" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "name: Energy density\n", "dims: (time:3, direction:16, frequency:25)\n", "time: 2017-10-27 00:00:00 - 2017-10-27 05:00:00 (3 records)\n", "geometry: Point Spectrum Geometry(frequency:25, direction:16, x:2.90053, y:52.47039)" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "da_pt = da.sel(x=2.9, y=52.5)\n", "da_pt" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "da_pt.plot(rmax=9);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Interactive widget for exploring spectra in different points " ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "from ipywidgets import interact\n", "from datetime import timedelta" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "e65ce3d2f72b4b8989918afd87763243", "version_major": 2, "version_minor": 0 }, "text/plain": [ "interactive(children=(IntSlider(value=19, description='id', max=39), IntSlider(value=1, description='step', ma…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "@interact\n", "def plot_element(id=(0,da.geometry.n_elements-1), step=(0,da.n_timesteps-1)):\n", " spec = da[step,id]\n", " time = da.start_time + timedelta(seconds=(step*da.timestep))\n", " spec.plot(vmax=0.04, vmin=0, rmax=8, title=f\"Wave spectrum, {time}, element: {id}\");\n", " plt.show();" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "interpreter": { "hash": "fa576ebcd40e010bdc0ae86b06ce09151f3424f9e9aed6893ff04f39a9299d89" }, "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 4 }