{ "cells": [ { "cell_type": "markdown", "id": "16d7e3a2", "metadata": { "tags": [] }, "source": [ "# Pulse-shaping Basics\n", "In this tutorial notebook, you will learn about various components of Sionna PHY's signal module, such as pulse-shaping filters, windowing functions, as well as layers for up- and down-sampling.\n", "\n", "Below is a schematic diagram of the used components and how they connect. For simplicity, we have not added any channel between the pulse-shaping filter and the matched filter." ] }, { "cell_type": "markdown", "id": "869a8bbe", "metadata": {}, "source": [ "![System model](data:image/png;base64,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)" ] }, { "cell_type": "markdown", "id": "b1d82a5b", "metadata": {}, "source": [ "You will learn how to:\n", "\n", "* Use filters for pulse-shaping and matched filtering\n", "* Visualize impulse and magnitude responses\n", "* Compute the empirical power spectral density (PSD) and adjacent channel leakage power ratio (ACLR)\n", "* Apply the Upsampling and Downsampling layers\n", "* Add windowing to filters for improved spectral characteristics\n", "\n" ] }, { "cell_type": "markdown", "id": "07ef185d", "metadata": {}, "source": [ "## Table of Contents\n", "* [Configuration and Imports](#Configuration-and-Imports)\n", "* [Pulse-shaping of a sequence of QAM symbols](#Pulse-shaping-of-a-sequence-of-QAM-symbols)\n", "* [Recovering the QAM symbols through matched filtering and downsampling](#Recovering-the-QAM-symbols-through-matched-filtering-and-downsampling)\n", "* [Investigating the ACLR](#Investigating-the-ACLR)\n", "* [Windowing](#Windowing)" ] }, { "cell_type": "markdown", "id": "b81367c6", "metadata": { "tags": [] }, "source": [ "## Configuration and Imports" ] }, { "cell_type": "code", "execution_count": 1, "id": "6f33a6da", "metadata": { "execution": { "iopub.execute_input": "2026-08-06T21:22:30.908980Z", "iopub.status.busy": "2026-08-06T21:22:30.908778Z", "iopub.status.idle": "2026-08-06T21:22:34.095605Z", "shell.execute_reply": "2026-08-06T21:22:34.094637Z" } }, "outputs": [], "source": [ "# Import Sionna\n", "import os\n", "try:\n", " import sionna.phy\n", "except ImportError as e:\n", " import sys\n", " if 'google.colab' in sys.modules:\n", " # Install Sionna in Google Colab\n", " print(\"Installing Sionna and restarting the runtime. Please run the cell again.\")\n", " os.system(\"pip install sionna\")\n", " os.kill(os.getpid(), 5)\n", " else:\n", " raise e\n", "\n", "# Set random seed for reproducibility\n", "sionna.phy.config.seed = 42" ] }, { "cell_type": "code", "execution_count": 2, "id": "8bb13371", "metadata": { "execution": { "iopub.execute_input": "2026-08-06T21:22:34.098413Z", "iopub.status.busy": "2026-08-06T21:22:34.098111Z", "iopub.status.idle": "2026-08-06T21:22:34.106175Z", "shell.execute_reply": "2026-08-06T21:22:34.105395Z" } }, "outputs": [], "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "from sionna.phy.mapping import QAMSource\n", "from sionna.phy.signal import Upsampling, Downsampling, \\\n", " RootRaisedCosineFilter, empirical_psd, \\\n", " empirical_aclr" ] }, { "cell_type": "markdown", "id": "bde1a465", "metadata": {}, "source": [ "## Pulse-shaping of a sequence of QAM symbols" ] }, { "cell_type": "markdown", "id": "264630cd", "metadata": {}, "source": [ "We start by creating a root-raised-cosine filter with a roll-off factor of 0.22, spanning 32 symbols, with an oversampling factor of four." ] }, { "cell_type": "code", "execution_count": 3, "id": "00ab1930", "metadata": { "execution": { "iopub.execute_input": "2026-08-06T21:22:34.108363Z", "iopub.status.busy": "2026-08-06T21:22:34.108232Z", "iopub.status.idle": "2026-08-06T21:22:34.246139Z", "shell.execute_reply": "2026-08-06T21:22:34.245136Z" } }, "outputs": [], "source": [ "beta = 0.22 # Roll-off factor\n", "span_in_symbols = 32 # Filter span in symbold\n", "samples_per_symbol = 4 # Number of samples per symbol, i.e., the oversampling factor\n", "rrcf = RootRaisedCosineFilter(span_in_symbols, samples_per_symbol, beta)" ] }, { "cell_type": "markdown", "id": "4039e93c", "metadata": {}, "source": [ "All filters have a function to visualize their impulse response $h(t)$ and magnitude response $H(f)$, i.e., the absolute value of the Fourier transform of $h(t)$. The symbol duration is denoted $T$ and the bandwidth $W$. The *normalized time* and *normalized frequency* are then defined as $t/T$ and $f/W$, respectively." ] }, { "cell_type": "code", "execution_count": 4, "id": "42363acc", "metadata": { "execution": { "iopub.execute_input": "2026-08-06T21:22:34.248429Z", "iopub.status.busy": "2026-08-06T21:22:34.248284Z", "iopub.status.idle": "2026-08-06T21:22:34.816263Z", "shell.execute_reply": "2026-08-06T21:22:34.815352Z" } }, "outputs": [ { "data": { "image/png": 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", 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NDSgvLy+4nQ4RERERERHRQNA0Dd3d3ZgwYcKALgFk0O+ioaEBkydPHu7TICIiIiIioqPMgQMHMGnSpAE7HoN+F+Xl5QCAPXv2oKamZpjPhgZCJpPBCy+8gPe+970IBALDfTr0DvHzLC78PIsLP8/iw8+0uPDzLC78PItLe3s7pk2bJuPRgcKg34VI6S8vL0dFRcUwnw0NhEwmg5KSElRUVPCCWAT4eRYXfp7FhZ9n8eFnWlz4eRYXfp7FJZPJAMCALzFnIT8iIiIiIiKiIsWgn4iIiIiIiKhIMegnIiIiIiIiKlIM+omIiIiIiIiKFIN+IiIiIiIioiLFoJ+IiIiIiIioSDHoJyIiIiIiIipSDPqJiIiIiIiIihSDfiIiIiIiIqIixaCfiIiIiIiIqEgx6CciIiIiIiIqUgz6iYiIiIiIiIoUg34iIiIiIiKiIsWgn4iIiIiIiKhIMegnIiIiIiIiKlIM+omIiIiIiIiKFIN+IiIiIiIioiLlH+4TICIiGmjJTA51HXE0dqXQmUijM55BVyKDdDaPvKYhr2nI5QENGjzwwOMBPAC8HvPfHvlvT8H30qDp/9fE16JBsz7R4zGOC8t7ejz6e/WFZj9mr8/r09PQx6f16Xji55DP5bH9gAe7/rMLXp9zbmGgz00QP0H1MxM/Y/HvQ77nId60L+ekafrPQv+/+aBmO77X+PDV3zuvB/J1juNomjyeaAOASMCH0pAfZSE/KiIBTKyKYFJ1BJWRQJ9/r4iIqLgx6CcioiNaJpfHqr3tWLuvA+sPdGJzQxQHu5LDfVpHOR+eq9s13CdxVCsL+TF9dClOnFyF+ZOqcM5xozC2Ijzcp0VERMOAQT8RER1xcnkNr25vwb82NODFLU2IJrOO55SF/JhQFUZVSRBVkQAqIwGEAz54jZl1r8ejz6xCnznNa2LGXp9DzWvmLOuh5kvFhKo6wwzldW4zt/rbGV9rfZuJVo/dh2cO6PH68jSPB8jn89i3bz+mTp0Cr9d9FeGhsif6e27qzLf15wuIn7Fo6+2Yvb9X7yfR67Fg/Z2wZhx45O+Y+L2Tvx+aZrzOlgkCawaKKpnJIZbKIpbKoiOeQX1HAq2xFGKpLN6q68JbdV0A9gEATppShYvfNQ5XnDwRY8o5AEBEdLRg0E9EREeMaDKDR1cdwB/f2If97XH5eG1pEGfOqMWJk6tw4uQqTB9dhuoSpjcPh0wmg2ee2YvFi+ciEAgM9+kclRLpHOo749hysBvrD3Ri9b4ObDjQiXX79f9+9sI2XHrCeHzq7GmYP7lquE+XiIgGGYN+IiIa8RLpHP74xl7c88oudMYzAIDKSAAfPHkiLjl+PE6ZWg2flwE+EQBEgj4cO6Ycx44px/vmTwAANEeTeOHtJjyxtg5r93fiqfUNeGp9Ay6YPQb/+95ZmDuhYpjPmoiIBguDfiIiGrE0TcOT6+rxo2e3ork7BQCYProUnzt3Oi4/cSIiQd8wnyHRkWFMRRjXnDEV15wxFRvruvDga3vwjw0NeGlrM17a2owrTpqImy6ZjTFc909EVHQY9BMR0Yi0rbEb3/nHJqzc0w4AmFgVwVcWzcQVJ03krD7RO3DCpEr84qMn4gvvORa/WLIdT791EE+uq8eLbzfhK4tm4tozp8LvsvMCEREdmRj0ExHRiJLLa7j3lV345ZLtyOY1RAI+fPGCY/GZc6Yh5OfMPtFAmT66DL/5+Mm47t2d+M5Tm7Chrgu3Pv02/rmhAb/86ImYNqp0uE+RiIgGAIdxiYhoxDjQHsdV//cGfvr8NmTzGi6cMxZLbnw3bjj/WAb8RINk3qQqPHHD2fjhFcejPOzH+gOduPSuZfjryv3QzG0QiIjoCMWZfiIiGhGW72zDl/+2AdFkFqVBH77/geNx5ckTWYGfaAj4vB5cffpUnD9rDP730fVYsbsd33xiI1bubcetl80e7tMjIqJ3gEE/ERENu+WNHjzx5lrk8hrmT67Cr686CVNqS4b7tIiOOhOrIvjLZ8/A/y3bjZ8+vw1PrK3HruYYPjJuuM+MiIgOF9P7iYhoWN37ym48tseHXF7Dh06ZhL9ddwYDfqJh5PV68PnzZuChTy1AZSSADXVd+PVmH5qiyeE+NSIiOgwM+omIaNj86sUd+PmLOwEAXzh/On76oXkIB7h2n2gkOOe4UXj8+rMwriKExoQHH7t/FZoZ+BMRHXEY9BMR0bB46PW9+OWL2wEAH5iaw5cvOJbr94lGmGPHlOGRzy5AbUjDgY4Erv39SnTFM8N9WkRE1A8M+omIaMg9t+kgbvnXZgDAlxbOwHsmsEI40Ug1qTqCG+bmMLosiK2N3fjcn1Yjnc0P92kREVEfMegnIqIhtbUxihsf3QBNA/7rjKn4wsLpw31KRHQIo8LA7z9xCspDfqzc045bn9483KdERER9xKCfiIiGTFc8g8/9cTXi6RzOPrYW33vfXKb0Ex0hZo8rx51XnQiPB/jziv14ZOX+4T4lIiLqAwb9REQ0JDRNw81PbcSB9gQm10Twm4+dDL+PtyGiI8kFc8biq++dBQD4/r82Y2dz9zCfERERHUpR9rZSqRS+853vYP78+Zg3bx5uuukmJBKJ4T4tIqKj2uNr6/Hvtw7C7/XgNx87GdWlweE+JSI6DNefNwPnHjcKyUweX3pkPVLZ3HCfEhERFVCUQf/nPvc5/PnPf8bPf/5z/OpXv8Jjjz2GT37yk8N9WkRER629rT343j82AQC+smgm5k+uGt4TIqLD5vV68PMPz0d1SQBvH4ziZ89vG+5TIiKiAoou6N+9ezf+9Kc/4e6778aFF16IhQsX4p577sGjjz6KLVu2DPfpEREddXJ5DV95dD160jksmFaDz583Y7hPiYjeoTEVYfzkQ/MBAPct24PXd7UO8xkREVFvii7of+WVV+D1enHhhRfKxxYuXIhQKIRXXnllGM+MiOjo9PCb+7BufyfKQ3788qMnwudl4T6iYrBo7lh8bMEUAMC3ntyEZIZp/kREI5F/uE9goNXV1aGmpgbBoLlW1O/3o7a2FvX19a6vSaVSSKVS8utoNAoAyGQyyGQyg3vCNCTE58jPszjw8zxyNEWT+PFzWwEA/7voWIwp9Ts+N36exYWfZ/Ep9Jl+bdEMvPh2I/a09uA3L23Hly84dqhPj/qJf6PFhZ9ncRmsz7Hogv58Pg+/3/ltBQIB5HLuI9B33HEHvv/97zseX7p0KUpKSgb8HGn4LFmyZLhPgQYQP8+R78HtXvSkvJhapqGydROeeWZTr8/l51lc+HkWn94+00snePCH7T7c88ouVHRux9jIEJ8YHRb+jRYXfp7FIR6PD8pxiy7oHzVqFNrb2x2Pt7a2YvTo0a6vuemmm3DjjTfKr6PRKCZPnoyFCxeitrZ20M6Vhk4mk8GSJUuwaNEiBAKB4T4deof4eR4ZXt7egvVvrIPP68Gvrz0Tc8aXuz6Pn2dx4edZfA71mV6iadjz53V4ZXsrXuwcjT9/8FR4PFzGM1Lxb7S48PMsLm1tbYNy3KIL+hcsWIB0Oo3Vq1fj1FNPBQCsX78ePT09OO2001xfEwqFEAqFHI8HAgH+8RQZfqbFhZ/nyJXJ5XH7s9sBAJ8++xjMm1JzyNfw8ywu/DyLT6HP9AeXn4BFv3wFK/d24MVtbVh8wvghPjvqL/6NFhd+nsVhsD7Doivkd+qpp+K0007DzTffjJ6eHiQSCXzrW9/CvHnzcNZZZw336RERHRX+uuoA9rT2oLY0iC9fOHO4T4eIBtnkmhJc9259Z46fPr8NmVx+mM+IiIiEogv6PR4PHnvsMcTjcdTW1qK6uhptbW148skn4fUW3bdLRDTi9KSy+NWLOwAAX7rgOJSFii6pjIhcXPfu6RhVFsSe1h78deX+4T4dIiIyFGUUPHXqVCxfvhwNDQ2or6/HihUrMH369OE+LSKio8IfXt+L1lgKU2tL5HZeRFT8ykJ+fOmC4wAAv3ppJ7fwIyIaIYoy6BdqampYiI+IaAglMzk8+NoeAMD/u/A4BP1FfZshIpuPLZiCiVURtMZSeGKt+1bJREQ0tNgbIyKiAfPE2nq0xtKYWBXBZfMmDPfpENEQC/i8+Mw50wAA9y3bjVxeG+YzIiIiBv1ERDQgcnkN//fqLgDAZ86ZhoCPtxiio9FHT5uMykgAe1p78MLmxuE+HSKiox57ZERENCCWbm3G3rY4KiMBfPS0ycN9OkQ0TEpDflx75lQAwAPL9wzz2RAREYN+IiIaEI+tOQAA+PApk1DKiv1ER7VrzpgKrwdYva8De1p7hvt0iIiOagz6iYjoHWvvSeM/W5sBAB86ddIwnw0RDbexFWG8e+ZoAMATa+uG+WyIiI5uDPqJiOgd++f6emRyGo6fWIHZ4yqG+3SIaAT40Cn6AOATa+uRZ0E/IqJhw6CfiIjesceNrbk+dDJn+YlId+GcsagI+1HfmcCK3W3DfTpEREctBv1ERPSO7G6JYWN9FwI+D95/4sThPh0iGiHCAR/eN1/fuvPJdfXDfDZEREcvBv1ERPSOiLX8Z0yvRU1pcJjPhohGkkvnjQcAvLS1GdlcfpjPhojo6MSgn4iI3pGl2/Sg//xZY4b5TIhopFlwTA0qIwG096SxZl/HcJ8OEdFRiUE/EREdtlgqi5V72gEA75nNoJ+IrPw+Ly4wrg0vGVlBREQ0tBj0ExHRYVu+oxWZnIZjakswbVTpcJ8OEY1A583St+5btqN1mM+EiOjoxKCfiIgO28tGav9CzvITUS/OOXYUAGDLwSiau5PDfDZEREcfBv1ERHRYNE3Dy9taAAALuZ6fiHpRWxbC8RMrAACv7eRsPxHRUGPQT0REh2VfWxyN0SSCPi8WTKsZ7tMhohHsrBn6bL+oAUJEREOHQT8RER2WVXv1zvu8SZUIB3zDfDZENJKddow+MMign4ho6DHoJyKiwyKC/tM4y09Eh3Dq1GoAwK6WHrTFUsN8NkRERxcG/UREdFhW79X33D7tmOphPhMiGumqS4OYObYMALBmX8cwnw0R0dGFQT8REfVbVyKD3a09AICTJjPoJ6JDE9eKDXWdw3siRERHGQb9RETUbxvrugAAk2siqC4NDvPZENGR4IRJlQCAt4zrBxERDQ0G/URE1G9ipm7epKphPQ8iOnLMN64Xb9V1QdO04T0ZIqKjCIN+IiLqt7eMoH++MXNHRHQos8aVI+jzoiuRwb62+HCfDhHRUYNBPxER9dvbB6MAgOMnMugnor4J+r2YPb4cgHkNISKiwcegn4iI+qU7mcGB9gQAYM64imE+GyI6kohrxlYG/UREQ4ZBPxER9cv2pm4AwLiKMIv4EVG/iJn+LY3dw3wmRERHDwb9RETUL1uNzvqsceXDfCZEdKQR141tDPqJiIYMg34iIuqXrQf1zrqYsSMi6qvZRnr//vY4YqnsMJ8NEdHRgUE/ERH1i0jvnzWWQT8R9U9NaRBjykMAgJ3NsWE+GyKiowODfiIi6pfdrT0AgBmjy4b5TIjoSDR9dCkAYHcLg34ioqHAoJ+IiPosmsygpTsFwOy4ExH1x3RjwHAXg34ioiHBoJ+IiPpsd4s+yz+mPITycGCYz4aIjkQiS0hcT4iIaHAx6Ccioj4T6bic5Seiw2Wm9zPoJyIaCgz6iYioz0Q6LtfzE9HhOta4fuxp7UEurw3z2RARFT8G/URE1Gf72uIAgGNqOdNPRIdnQlUEAZ8H6VwejdHkcJ8OEVHRY9BPRER9dqBdD/qn1JYM85kQ0ZHK5/VgUrV+DdlvDCQSEdHgYdBPRER9tl8E/TUM+ono8E02riFiIJGIiAYPg34iIuqTaDKDjngGgNlhJyI6HFNqIgDMgUQiIho8DPqJiKhPxIxcbWkQZSH/MJ8NER3JRLYQg34iosHHoJ+IiPpEBP2TOMtPRO/Q5GoG/UREQ4VBPxER9QnX8xPRQOGafiKiocOgn4iI+qShU99aa2JVZJjPhIiOdJOq9etIW08ayUxumM+GiKi4MegnIqI+aehMAAAmVIWH+UyI6EhXGQkgEvABAA52JYf5bIiIihuDfiIi6pPGqN4xH1/JmX4iemc8Hg/GGwOIB7sSw3w2RETFjUE/ERH1iUjvH1/JmX4ieufEteRgJ2f6iYgGE4N+IiI6pFQ2h9ZYCgCDfiIaGCJriDP9RESDi0E/EREdUlOXHvCH/F7UlAaH+WyIqBhMMAYQG7imn4hoUDHoJyKiQxIzceMrw/B4PMN8NkRUDMYZM/2NDPqJiAYVg34iIjokUV2bRfyIaKCIQn5iZxAiIhocDPqJiOiQmrv1oH9sRWiYz4SIisW4Cj3ob+lODfOZEBEVNwb9RER0SKJTPqaCRfyIaGCMLtcHEdvjaWRy+WE+GyKi4sWgn4iIDkkE/aPLONNPRAOjuiQIn9cDTQPae9LDfTpEREWLQT8RER1Si7Fdn5iZIyJ6p3xeD2qN3UCY4k9ENHgY9BMR0SHJmX4G/UQ0gMQ1hUE/EdHgYdBPRESHxKCfiAYDg34iosHHoJ+IiApKZ/PoiGcAcE0/EQ2sMSLojzHoJyIaLAz6iYiooLYevTMe8HlQGQkM89kQUTHhTD8R0eBj0E9ERAWJzvioshC8Xs8wnw0RFRORPcSgn4ho8DDoJyKigtSgn4hoII0uDwNg0E9ENJiO2KC/p6cH7e3tBZ+TSqWQTCaH6IyIiIqT2D+7xthai4hooFSX6kuG2uPpYT4TIqLidcQF/cuWLcPHPvYxjBo1CjNnznR9zsGDB3HJJZegrKwM5eXlWLRoEerq6ob4TImIikNHnEE/EQ0OcV3p6GHQT0Q0WI64oP+uu+7CZZddhltuuaXX53zkIx9BPB5HU1MTWlpakM/n8cEPfhCapg3diRIRFQlRub+qhEX8iGhgVZfoQX9nIoN8nv00IqLBcMQF/Y899hiuvvpqhELua0vXrVuH5cuX48c//jFqampQVVWFH//4x1i1ahVWrFgxxGdLRHTkEzNwNSWc6SeigSUGE3N5Dd3J7DCfDRFRcTrigv5DWbFiBQKBAE4//XT52KmnnoqSkhK8+eabw3hmRERHJpHeX8X0fiIaYCG/D6VBHwDzWkNERAPLP9wn0NbWVjDt3u/3o6qqqs/Ha2lpQW1tLTwe67ZSo0ePRktLi+trUqkUUimzamw0GgUAZDIZZDKZPr83jVzic+TnWRz4eQ6ttph+fawMeQflZ87Ps7jw8yw+g/2ZVpcE0JPOoTkax8RKDi4ONv6NFhd+nsVlsD7HYQ/6TznlFMRisV7bTzjhBCxdurTPx/N4PMjlco7Hs9ksvF73xIY77rgD3//+9x2PL126FCUlJX1+bxr5lixZMtynQAOIn+fQqGv2AfBg28Z10PYP3ppbfp7FhZ9n8Rmsz9ST0a8xL776Bg5Wc13/UOHfaHHh51kc4vH4oBx32IP+vXv3DujxJkyYgPb2dmQyGQQCxjqxXA6tra0YP36862tuuukm3HjjjfLraDSKyZMnY+HChaitrR3Q86PhkclksGTJEixatEj+XtCRi5/n0Lr1rZcBpHHxwnMwe1z5gB+fn2dx4edZfAb7M/17yxoc2NmGGXPnYfFJEwf8+GTFv9Hiws+zuLS1tQ3KcYc96B9o5557LnK5HF5++WUsWrQIAPDqq68ilUrh3HPPdX1NKBRyLQwYCAT4x1Nk+JkWF36eg0/TNHQm9FSz0RUlg/rz5udZXPh5Fp/B+kxryvQ+WDSZ5+/MEOLfaHHh51kcBuszPOKC/mg0inQ6jZ6eHmiahtbWVgBAdXU1fD4fZs6ciQ9/+MP4whe+gIceegg+nw9f+MIX8L73vQ8nnHDCMJ89EdGRJZrMImdso8Ut+4hoMIht+1jIj4hocBxxQf/111+P559/HoC+fn/27NkAgOXLl8t/P/jgg/jWt76Fj3/849A0DZdeeinuuOOOYTtnIqIjldiuryToQzjgG+azIaJixKCfiGhwHXFB/8MPP3zI55SWluLOO+/EnXfeOfgnRERUxEQnXHTKiYgGWnWpnkXU0cPq40REg8G9nD0RERH09H4AqIgwtZ+IBkelcX2JJhn0ExENBgb9RETUq26jE14ePuISw4joCCGuL93GICMREQ0sBv1ERNQr0QmvYNBPRIOkPKzP9Hdzpp+IaFAw6Cciol6ZM/1M7yeiwcGZfiKiwcWgn4iIesWZfiIabBVypp9BPxHRYGDQT0REvRKdcM70E9FgETP96VweyUxumM+GiKj4MOgnIqJeRRMs5EdEg6s06IfHo/+bFfyJiAYeg34iIupVlDP9RDTIvF4PykJc109ENFgY9BMRUa+4ZR8RDQWu6yciGjwM+omIqFeykF+EM/1ENHjMCv5M7yciGmgM+omIqFfdKc70E9Hg40w/EdHgYdBPRES94pZ9RDQUONNPRDR4GPQTEZErTdO4ZR8RDQkR9EcTnOknIhpoDPqJiMhVPJ1DLq8BYHo/EQ2ucpnez5l+IqKBxqCfiIhciVl+n9eDSMA3zGdDRMWsImLM9HNNPxHRgGPQT0RErnrSeue7LOSHx+MZ5rMhomJWGtKD/niaQT8R0UBj0E9ERK4S6RwAcJafiAaduM7EjesOERENHAb9RETkSnS+S4IM+olocInrTIJBPxHRgGPQT0RErhIZvfMd5kw/EQ0ycZ0R1x0iIho4DPqJiMhVwlhby5l+IhpsJUGxpp9BPxHRQGPQT0RErsSMW4RBPxENMjG4mORMPxHRgGPQT0REruIs5EdEQyTMQn5ERIOGQT8REblKsJAfEQ0RcZ1h0E9ENPAY9BMRkSu5ZR+DfiIaZCKjiOn9REQDj0E/ERG5ios1/QH/MJ8JERU7c6Y/C03ThvlsiIiKC4N+IiJyxfR+IhoqIqMorwGpbH6Yz4aIqLgw6CciIldM7yeioaIWDGWKPxHRwGLQT0RErsz0fgb9RDS4/D4vgj69W8pifkREA4tBPxERueJMPxENpXBA75YmONNPRDSgGPQTEZGrRCYLgGv6iWholAT1oqEJzvQTEQ0oBv1ERORKpNgyvZ+IhoJZwZ9BPxHRQGLQT0RErpjeT0RDKWwMMDK9n4hoYDHoJyIiV6LjzfR+IhoK4lqTSGeH+UyIiIoLg34iInIlUmzDTO8noiEQYXo/EdGgYNBPRESukmkx0+8f5jMhoqNBhOn9RESDgkE/ERE5aJqGONP7iWgImen9DPqJiAYSg34iInLI5DTk8hoApvcT0dBgej8R0eBg0E9ERA7pXF7+O+TnrYKIBl/Qp19rMsr1h4iI3jn25IiIyCGTNTvdAR9vFUQ0+MS1Js2gn4hoQLEnR0REDpm83un2eACf1zPMZ0NERwO/EfRnc9ownwkRUXFh0E9ERA6i0x3w8jZBREMj4NMHGLOc6SciGlDszRERkYMI+v0+zvIT0dDwG4OMmTxn+omIBhKDfiIichBrarmen4iGSsCvDzKqNUWIiOidY2+OiIgcsnkR9HOmn4iGhlhOlOVMPxHRgGLQT0REDjK9n2v6iWiIiOVE3LKPiGhgsTdHREQOIr2fa/qJaKiI6v0M+omIBhaDfiIichAz/UGu6SeiIRKU1fuZ3k9ENJDYmyMiIocsZ/qJaIixej8R0eBg0E9ERA6i0801/UQ0VPxypp/p/UREA4m9OSIiAgC0xVJ4cl0dcnlNbpkV8PM2QURDI2hb07+pvguv7WwdzlMiIioK/uE+ASIiGhk++n8rsLM5hp5UDqPKggCAgJfp/UQ0NMxCfhryeQ2X/Xo5AOBfXzgHJ0yqHM5TIyI6onEKh4iI0BxNYmdzDADw9FsNyIgt+7imn4iGiEzvz+exrz0uH39yXf1wnRIRUVFg0E9ERPjnhgb5755UDtm8kd7P6v1ENEQCRg2RbE7D5oYu+fi/3mpAnsX9iIgOG3tzRESETfVmB3tbYzfi6RwABv1ENHQCxkx/OpfH5oaofLylO4XWWGq4TouI6IjH3hwREaExmpT/Tufy2NbYDQDwc00/EQ0RsaZfn+mPWtrUaxQREfUPg34iIkJT1DqLtr1JD/o5009EQyWgbNm3t7XH0nawi0E/EdHhYm+OiOgop2kaDnYlAABTa0sAAF2JLAAW8iOioeM31vRn8hriaf0adIxxTWriTD8R0WFj0E9EdJSLJrJIZvTCfcfUlhqPZQBwpp+Ihk7Qrw8yZnJ5JIy6ItNG6dekRs70ExEdNvbmiIiOcmKtbFVJADWlQQBAd1IE/ZzpJ6Kh4Veq98czIugvA8A1/URE74R/uE/gcDQ2NmLr1q0YM2YM5syZA4/H2SlNJpNYtWoVNE3DggULEA6Hh+FMiYhGPtGZHlcRRjjgAwBEk0Z6v5djw0Q0NMRyolgqKx+bNpoz/URE79QRFfTv2bMHX/ziF7Fu3TrMnDkT27Ztw7hx4/DYY49hxowZ8nkrV67EBz7wAVRWVsLn86GlpQVPPvkkzj777GE8eyKikanJ6EyPrQijJOiztHFNPxENFbflRNOMJUec6SciOnxH1BROS0sLbrjhBtTX12Pp0qXYs2cPqqqq8OlPf1o+J5vN4qqrrsLixYuxdetWbN68GR/84Adx1VVXIZ1OD+PZExGNTKJA1tiKkCPoD3JNPxENEXvQH/R5MaFKz9Rstu0wQkREfXdE9eYWLFiAxYsXy69DoRCuvPJKrFq1Sj62bNky7NmzB9/4xjfkY9/4xjdQV1eH//znP0N6vkRER4JuI5W2MhKQ6f0CZ/qJaKjYrzeRoA8VkQAAPeU/n9eG47SIiI54R1R6v5vly5dj9uzZ8usNGzYgHA5j5syZ8rFp06ahoqICGzZswMUXX+w4RiqVQipljiBHo1EAQCaTQSaTGcSzp6EiPkd+nsWBn+fAiib0LKhIwIuQNeaHF9qg/5z5eRYXfp7FZ8g+01zO8mUk4EXYawb6nT1JlIeP+K7rsOPfaHHh51lcButzHPYr53PPPYdsNttre2VlJc4991zXtkcffRR/+9vf8K9//Us+1tnZiZqaGsdza2tr0dnZ6XqcO+64A9///vcdjy9duhQlJSWH+A7oSLJkyZLhPgUaQPw8B8b23V4AXuzftR1hHwCYkf/unTvwTHL7kJwHP8/iws+z+Az2Z5rLA2rXNJ9O4sUXnofX40Ne8+Bfz76AqtCgnsJRhX+jxYWfZ3GIx+ODctxhD/ofeOABJBKJXtunT5/uGvS/8MILuPbaa/Hzn/8cl156qXw8GAy6/rDi8TiCwaDre9x000248cYb5dfRaBSTJ0/GwoULUVtb259vh0aoTCaDJUuWYNGiRQgEAsN9OvQO8fMcWE+2rQXaWrHgpBMQDvjw190bZdu75s7G4nOmDer78/MsLvw8i89QfaaapuHGN83AZVR1BS699EzcsmEpOhMZnHb2u3HcmLJBe/+jBf9Giws/z+LS1tY2KMcd9qD/scce6/drlixZgssvvxy33XYbvvKVr1japk2bhq6uLnR3d6O8vBwAkEgk0NbWhmnT3DuuoVAIoZBz6DgQCPCPp8jwMy0u/DwHRjyTBwBUlIQQ8lvz+0ND+DPm51lc+HkWn6H4TAM+DzI5PaW/JOhHIBBAaciPzkQGqRz4OzWA+DdaXPh5FofB+gyPqEJ+APDSSy/hAx/4AG655RZ87Wtfc7RfcMEF8Pv9eOqpp+RjTz31FDRNw4UXXjiEZ0pEdGSIJfUlVmUhv6N6f4CF/IhoCPm9Ztc0YlyPxDr+WKr35aBERNS7YZ/p74/Vq1fj/e9/P9797ndj7ty5ePrpp2XbxRdfDL/fjzFjxuCb3/wmvvjFL6KtrQ0+nw/f+973cOONN2LSpEnDePZERCNTT1rvSOsda2uQr3bAiYgGm9/nAYw6VmIQsiykd1d7GPQTER2WIyrob2lpwcKFCwEA9957r6Vt4cKF8Pv1b+fWW2/F3Llz8c9//hOapuGuu+7C1VdfPeTnS0R0JBAz/aUhPzTbjlic6SeioRT0KTP9xhaipUbQ351k0E9EdDiOqKD/kksuwSWXXNKn51511VW46qqrBvmMiIiOLHcv3YldLTHc9oHjZUdapMyWhfzI2fbBDvg4009EQ8evDDRGgvo1qizsnOl/ZuNBPLr6AO744AkYXxkZ2pMkIjrCHFFBPxERHb54OoufPr8NANDSncKfPnM6Mrk8Ulm9kF9ZyI+08W/Bz5l+IhpCljX9xkx/WdA6QPnGrjbc8PBaAMBfVx7AVxbNHOKzJCI6sjDoJyI6Smys65L/XrajFW2xFHxeM6gvDfnh8+Ysr+GafiIaSuqSIrmmXxby069Pj6+tk895q65z6E6OiOgIxaCfiOgosf5Ap+Xr+s4EqkuCAICQ34uAzwv7vH7Qz5l+Iho66pIiUb3fXIqkV/ir70jI52yo64KmafB4eK0iIuoNp3CIiI4SG2wzYg2dCVvlfsDv81oKaXGmn4iGkt+lkF+5rN6vz/Q3dJlBf3tPGnXKIAARETmxN0dEdJR4uyEKAKgp1Wf36zuTlsr9gphdA7imn4iGllt6v1q9P5/XcLAzCQCoNa5lm41rGxERuWPQT0R0lGjpTgEATp1aDUCf6Vcr9wtidg1g9X4iGlp+r1q937qmvyeVRWtPCulcHl4PcOLkKgBASyw15OdJRHQkYW+OiOgokEjn0JPWU2PnGx3l+g4z6Fdn+keVB+W/GfQT0VBSrzm1pSEAQFlID/5jqaxczz+uIoyxlWEAQGs3g34iokL6XchP0zRs2LABa9euRVtbGyoqKjBnzhycccYZCAaDhz4AERENuVZjJizo9+K4MWUA9HWxPS4z/SdNrsamej1dVp11IyIabJ3xjPz3/MmVAICyUACAHvQ3GKn9E6oiGGWk97f1MOgnIiqkz0F/d3c37rrrLtx7772oq6tDRUUFqqqqEIvF0NHRgfLyclx77bX46le/iqlTpw7mORMRUT+JoH90WQgTqyMA9Jn+VDYPQK/eL5x6TDX+tGIfAM70E9HQ2tbULf9dHtaD/aBxfUpn82jo1Gf6J1RFMKpczwRo7U4P8VkSER1Z+tSbe/PNNzFr1iy8+uqruOOOO1BXV4euri7s27cPbW1taGtrw8MPP4yOjg6cdNJJeOihhwb7vImIqB/aYnqnuLYsKAv5RZMZZHIaAGvF7JOnVMt/5zVtCM+SiEinZhmJf2dyeXQl9EyAmtKgTP/nTD8RUWF9nun/97//jZNOOsm1rbq6Gpdddhkuu+wy1NfXY+3atQN2gkRE9M6JTvGoshBKAvqlP5PTkMzo6/wDSgd7UnUEo8tD6EllMbmmZOhPloiOWtefPwP3vLwLd33M7HOKjKNsXkPcqE0SCfowqsxI749xpp+IqJA+Bf2nn356nw84ceJETJw48bBPiIiIBl6rmOkvDSIcNGf1o0l91kxN4/d4PHj1awuRzOQsa/2JiAbb1947C9eeORXjKyPyMbGNXyaXR8IYqIwEfKgt02f6Wb2fiKiwd7xYs7OzEy+//DJ27NgxEOdDRETv0Mo97Vi+oxWZXF4+Jtb0jyoPIejzQkzsdyf1Qn5+n7VgXyToQ3Upi7MS0dDyej2WgB9QZvqV7KRIwIfRRtDfncwilc3J5+9vi+O5TQfRGWcGABER0M+gf8mSJTj77LNx2mmn4dlnn8XSpUsxdepULFy4EDNnzsSnPvWpwTpPIiLqg+1N3fjI797ANQ+8ia///S35uDrT7/F4UBLUZ/BF0M+CfUQ0UolByWw+j3hav2ZFgj5URPwyC0Ck+G9u6MK7f7oUn//zWtz29JbhOWEiohGmz728rq4ufPCDH8SoUaNw4okn4tOf/jS+9KUv4dvf/jbWrFmDP/3pT3jyySfx/PPPD+b5EhFRAav3dsh/v7m7Tf67LWau6QeAcEDf9zpqFMXi1nxENFL5vXp3NZNT1vQHfPB4PLKYn8hmUq+Bq/e1D/GZEhGNTH1erPnaa69h7ty5+Mc//gEA+PKXv4yNGzfia1/7GgDg5JNPxqZNm7B8+XJcdNFFg3O2RERU0NsHu+S/G7qSiKezKAn6EUvps2MVEf2yHzHW9Xcba/r9nOknohEqoCw/6kmZM/0AUB72ozEKeY3b1RKTz93XFkd3MiO3/iMiOlr1uZfX1NSEuXPnyq/nzp2LadOmWZ4zffp0NDU1DdzZERFRv7zdELV8vbulBwCU2TEj6Ddm+s30fs70E9HIpA5KimuWuIaVGMF/wrjGiWuesLWxeyhOkYhoROtz0J/L5eDz+eTXPp+eVmU5mNeLfD5vfykREQ2BXF6THdyqEn1ma3er3gFOKNtc6f/Xg39RvV+kzxIRjTTq8iNxzRLXMrFUSVT1323M9ItroH0glIjoaNSvvZg2b96MO++8EwCwYsUK7Nu3T34tHisrKxvI8yMioj5q6Ewgns4h6Pfigtlj8fjaOuxq1jvAokMsZsUiAZHe7169n4hopAj0YaY/ns4hns6ioSsJALj0hPF4+M392N7EmX4ioj4H/aFQCFu2bMEtt9xiedz+9bXXXjsQ50VERP0kClmNLgth5lh9AHZPq0jvt3aUxf9F2j/T+4lopPJ5PfB4AE1TlioFRdCvd2UT6Rz2tsYBANUlAcwaVw7ArOpPRHQ063PQ/1//9V/4r//6r8E8FyIiegfae/TObU1pEKPL9YrWHfE08nkNyYy+9MreURaY3k9EI1nA60U6Zy4hFQOXanp/R1y/Bo4pD6OmNAjAvC4SER3N2MsjIioSonNbXRqU1aq7k1kkszn5nBLbOliBM/1ENJLZlyCZA5hm1pLYjaQ87EdNiRH0xxn0ExH1aaZ//fr1ePrpp/t0wJNOOgmXXnrpOzopIiLq3YH2OG5/Zgu6Ehnc+oF34dgxehqrCPprS4MoC+mX9+5kRhbxA4CwXxTys475css+IhrJ1GJ+gLJUyQj6k5kcosZ6/7KwHzVl7jP9dzy7Bev2deL9J07ANWdMHezTJiIaEfoU9NfV1eG5556zfL1v3z6MHTsWkydPRmtrK/bu3Yuamhp8/etfZ9BPRDSI/vzmPjy7qREA8PCb+/G9970LgDmjVV0SRHlYv7zHUlm5BjYc8MJrdJyd6f2c6SeikStgG5h01ifJImYE/eXhgJzp74ynkctr8Hk9aIom8btXdgMA1u7vwEdOnYygnwOeRFT8+nSlu+yyy7B8+XIsX74czz77LAKBAP785z/j4MGDWLVqFfbs2YM333wTZWVlDPiJiAbZloNmNeodTTH573ajYFVtWRAVSnq/WbnfDPSd6f3s+BLRyKWm94f86gCmmt4vgn4/qo01/XkN6Eroaf/bGs1rZzavYVeLef0kIipm/e7lrVixArNnz8bVV18Nj8e8AC9YsADXXXcdnnrqqYE8PyIistnWaO47vU3ZjqpDmekvM2b61Y5wRAn0I7agn1v2EdFIphYbFSn96r+TGWVNf8iPgM8rM55Eir99+z51EICIqJj1O+hvaWlBd7f7RTIajaK5ufkdnxQREbnrjKfRFE3Jr1u6U7JD26ZU7xdr+sVzAFtHOWBb08/q/UQ0gqnFRt0GMO0z/YBe3wToPejfyqCfiI4S/e7lnXfeeVi5ciVuuukmNDbqa0qj0SgeeOAB3HXXXVi8ePGAnyQREelEJ3VSdQSTayIAzI5shxL0B/1ehIy1qs3dSQDWjrJ9TT+r9xPRSKYWG3Wb6Y+nc4iljEJ+xqBntS3o32YshzprRq3+tZI1RURUzPod9E+cOBGPP/44/vrXv2L8+PEIBoOorKzEV7/6VfzkJz/BxRdfPBjnSUREgFyDOnNsOY4zqvaLx9SZfgBy277mqHOmPxy0p/dzpp+IRi612Kh1AFOt3i+27NOvffaZ/t3N+rVy8QnjAQC7WnoG+ayJiEaGPlXvt7vkkkuwfft2rFu3DgcOHMCYMWMwf/58VFRUDPT5EREdlVLZHJZubYHP68GiuWPl46JY35jyEHJ5DQDQGc8gk8vL1FYR9FeE/WiNpeRMf0mw9zX9AVbvJ6IRTC02ak3vN+uXeI1aUyK9v0YG/Sn9GmlkAswZX2E8bt3O70B7HG/sasPp02swtbZ0kL4TIqKhd1hBPwAEAgEsWLAACxYsGMjzISIiAF977C38c0MDAOBfXzgHJ0yqBGBuy1dVEkQ2lwcARBMZxFM5+VqR2iqK+TWLNf0us2MCZ/qJaCRTi426pfcn0so10Lj2lRrXwp50DlGjgj8ATK0tAaBvaZrO5uW2fTc9sRHLd7YCAF792kJMMZ5HRHSk61Mvb8mSJXjyySf7dMCVK1figQceeEcnRUR0tFuxu03+e/2BDvnvzrjeca0pDaAyoqewdiUySGb1Dq/XY67PF7Ndrun9rN5PREeQgNd9pl8MYCaU6v1iy1JxndNT/831/jUlQYjkpk5jIDWf17Buv3mtXbO/fZC+EyKiodenoH/SpEm49dZbMWfOHPzoRz/CG2+8gc7OTmiahlgshg0bNuA3v/kNzj77bFxxxRUYP378YJ83EVHR6oyn5ew8AGxRKkyLdNSqkiAqS/SObTSZQTKjB/3hgE9upypm/N0K+TnT+znTT0QjV68z/bJ6f1YucRLXvrBfBP15dBkz/ZWRALxeD6pKjNR/I+iv60igR8kW2G4U/SMiKgZ9Su+fM2cO1qxZg7/+9a+4++678a1vfQv5fN7ynFmzZuG6667Dddddh7KyskE5WSKio4G9s7nloFlhWsxK1ZQEZaXqrkQGyYx+TVaDeVHMqtWoA1DikhIrcKafiEYyf29r+oNmYC+ILKdIUH9NKpOTQb9oqy4JoL0njY4e/fG3D1or+W/ndn5EVET6vKbf6/Xi4x//OD7+8Y+jo6MDb731Ftra2lBeXo45c+Zg0qRJg3meRERHjW3GFnxTakqwvz2ObY3dyOc1eL0eOStVXRqAz8hP7UpkkFBm+gXRuRUiyjZ99jX93LKPiEYytdioOmhpv5YB5pp+cT1MKEG/WBZVXRIE0IMO45oqBlen1pZgX1tcXoeJiIrBYeVzVldX47zzzsMHP/hBLFq0iAE/EdFhSGZyeGFzI7bZZpR2GJ3Ni941FkG/F/F0DvWdCQBApzErVV0SRIW6pt8I+kMB87JeHrIF/YECa/qZ3k9EI5glvV+9lvmt17Kgz4uQ8ZiZ3m8W8pNBv1HZXwT9O43t/N43bwIAPd1fZFMBQDqbx782NMgtUomIjiTs5RERDYNcXsPFd76K6/60Blff/ybyxvZ7gL5tFADMGF2GUUrHNJ01t5yqLgmiMqIH9V1xZU2/0gG2V+SPBNzTY/XncqafiEau3tL7vV4Pwsq1Tc1aEoOg6pr+CjnTr/+/w6iTIuqlzBxXjiqjrcEYbAWAh17fiy8+sg4X/PwVPLfp4MB9Y0REQ4BBPxHRMNjX1oO9bXpw3xpLYb8R6ANAh1Ghv7o0iEqj2FRnPCPX83s9esdVdF67U1m5XZXa+fV5rYF8wG+2Bf1e+JX2ALfsI6IRrLf0fr3NvH55lefJ6v3Z3mf6243sqU6jvSoSMFL/zQEBAFi9z6zmv3Rryzv8boiIhhZ7eUREw8BerO9tl2J96mx+ZyIjBwMqI/p6ftF51TR94ACwdoa9HmvQ77N9rc6W+b2c6Seikcsy028L+tVAXx3sjATMIn/RpNuafvN622X8vzISkDP94poLWK/R25u53p+IjiwM+omIhsEOW5GozQ1d8t9ypr8kgKqI3jHtiqdl+qmYoQr5fXJmvymqB/1qer998t5rC+zDwd6XAhARjSSBXtb0A9ZAXx3clDP9LoX8amxb9smZ/pKAc0AgkcGBdjPVf2dTDJpmLskiIhrp2MsjIhpEsVQWS7c1yw6nsMMoGjWxKgIAeLtBn0XK5TU5I1VVEpQzTp3xjKPTCgAVxrZ8TdEkAGuBvv7M9LN6PxGNZGqxUXvQr17rrOn9Yk1/TlnTr2dPVZaYhVBT2RzixhKpqkjQMdMvKvuPKQ/B7/WgO5VFo3HNFdbu78DWRuu2f0REI0Wftuw7cOAANmzY0O+DT5kyBfPmzev364iIisH+tjgu/fUydCez+PApk/DTD8+XbduNmf73zZ+Ae1/ZhZ1GReiuRAZiAqmqJCA7pp1GxxSwdngrIwE0d6fQ1K3P9IcKrOm3f61udcXq/UQ0klmq9wftM/3Kv3uZ6Y8m9CKoYtA0rKT+iwEBj0ff6tQ+0y8q+58wsRL72uPY2RzD9qYYxlfqg7bbm7rxoXteR14DvrDwWHz1olkD800TEQ2QPgX9K1aswE033dTvg3/kIx9h0E9ER61lO1vQndQ7miv2tFna9hlF/E6fVoN7X9mFDqOYlNg+qjzkR8DnNdP7ExmkMnkA1tl8UcyvxQj61QEBe5DvSO/nTD8RHSECvVTvB6yBfm9r+ruNDKpyIzsqbBQ2TdmK/Hm9HrOyv3E9FgX9RpWF4Pd5sLM5hr2tPThv5mgAwKq97RAbsPxzQwODfiIacfoU9H/4wx/Ghz/84cE+FyKiorJDKdZ3oD2BrkQGlZEAkpkcEsYWezNGlwHQlwFkcnk5s1RVqnc6xaxUZ9yc6Q/5ndtTiQ7t4aT3+7weeDwM+olo5PIXqN6vDmiqSUtyy75sDpmcHpUHjcGDkHH9S2Xy6Ixbl05Vier9cVtl/9KAfK9Opcjfpnozrf9ARxyJdM5xjkREw4n5nEREg0SkhApi3b7oLPq8HkyoCkPE253xjJzxF+mlVXLdaRpJY6bfGvTr/46l9IyCQlv22Wv1ifR+Vu4nopFOLTZa4kjvL1zIT9OAnnTWOI7eHlJm+sU1uaqXyv5ixr8qEnRkAQDA20ohVk0DdrVYr/1ERMPtsIP+hoYGbNy4Efv27UM2mx3IcyIiOmLUdybw6T+swll3vIRtjdaK/GLd/pjyEACzQr/ZgQzA7/PKYnxdibTZJoJ+l5n+sMtWezFjGYGler9t9t4+8y+q9wdYuZ+IRriA1xnMC77eCvkp10NxjRTXu7A60y/S+43rbrWtkF+XuqOKUgAQALK5PLY2Wq/1O2xb+t34t/U4/6dL8eiqA/35lomIBky/enqrV6/GZz7zGYwfPx4TJ07EvHnzcMwxx6CmpgaXX345/v3vf3MLEyI6qvx26U78Z2szGrqS+OeGevl4VzyDZmOd/WXzJgAwZ3/krFJJwPL/jnhGtolOp1rIz22mX8x+ZY0FpZb0/kMU8hPp/X6u5yeiEc5fYE2/t5eZ/oDPA9EkrpFioFRcR5PZnLmsypbe75jpLwkoqf/6Y3UdCaSyeYQDXlwwZywA69KurngGT6yrx962OL7++FuOnVyIiIZCn4L+hoYGXHnllTj//PORSqVw22234fXXX8fbb7+NlStX4r777sOkSZPwmc98BgsWLMDq1asH+7yJiEYEdXZfXde5p60HADC2IoRpo0oAAO1GMSjRkTRT+EUHMyM7kva2rkQGyYxzpt9egC8cVAv5Wc/VPghQwpl+IjpCqNe6kqC1JFVvhfw8Ho9jgMA+05/JaZagHgCqS80MK03TzDX9JUF5bRZZAO3Ga2tLQ5g5Vq/RsrulR77f5oNm6j8A7LRlARARDYU+FfK799574fV60djYiLKyMkf7aaedho9+9KO488478eijj2LJkiU49dRTB/xkiYiGSzydRTavyVR8ANA0DTuUdfub6rugaRo8Hg/ae/RZ/jHlYUdRqA77TH/EXCMaTYq9pK2F/NJZc1spy0y/bau9sNLW10J+Aa7pJ6IRTh2cVK+BgK2Qn30ZU8CHnnROfm1f0w+Yu5+I67vYNSWb19CTzlmys8SgQlfcNohbGsBoI72/XVnvv1kZDAb0LIBTptbIr7O5PDriGYwqC7KgKhENmj4F/TNmzEB9fT3Kysrwr3/9CwcOHMANN9zgPJjfj49//OMDfpJERMPpnxsacNPjbyES9OGlG8+XKfctsZQlVbOtJ42maArjKsOWTqK9KFRnwrpuX6Tyd8XNFH4RkKsdUzEgEFLX9Ntn+gts2Wf/OizT+znTT0Qjm7jWhQNel6VL6r97vyYC5kCpem0V13FRCFVtS6RzluwssTxADuIqxVflFqtqZf8G60z/DluB11+9tAO//s9OnHvcKNx37amO8yUiGgh96ulNmTIFK1euRDQaRVNTE9auXTvY50VENGL88N9voyedQ2ssjbUHOuTjO411m9NGlcq0zi0HrRX6KyNm4SfxmL1StLpGNJW1rttXK+uLCv2W6v32mf5A3wv5iS2luKafiEY6ca2zp+sDvRfyA8xt++RxjOud3+c1C6GmrEX+vF6P3NqvvScNoxwAKiMBVBqBfTSZQS5vpv5brvUJc6Zf3BMuepex3t8W9D+3qREAsGxHK57ddLDQj4CI6LD1Keg/77zzMGbMGIwbNw633XYbVq9ejfvuuw8rV65EIpEY7HMkIho2XfEMmqIp+fWmOnPWRnTejh1ThglVEQBmmqg6M6QG/ZqmoaNHpINat+XrTGSQNir0i46qx2N2PruN6tOFZ/qV9P5DzPTLNf1ezvQT0cgmrnX29fyAvZCftU2t4K8fx7lMoNtW2V9ta4omAeiDDeGAT16vNQ2IJjKu1/oO41oPmPeE82aOAQDsaDLX9CfSOcv2fmoBQCKigdSnnp7X68WSJUvwzDPP4LTTTkNzczPuuOMOnHHGGSgvL8ecOXPwsY99DD/60Y+wbt26wT5nIqIBt25/Bz770Cr84bU9lsd3tliLLqmpmge79M7gpOqIUtxJpPA70/vTuTzi6ZylDVC35TNn+oNK51PMTJnb8qlt1st4pMBMvz2LP8zq/UR0hPDLAnzOrmtvhfwAM6NJHsdl6z+5nZ9ybQ0a/240gn5xvQ74vCgP6QMPnQm1+KpZ2T+dzSOZySOf1+TSgXmTKgHogwh5I3VgS2NUZhEAziyA+s4Erv39SvzmPzuQNu4NRESHo09r+gE98D///PPR09OD2bNn4wc/+AGi0Sg2bNiA9evXY8OGDfj73/+O+vp6/PrXvx7McyYiGlDtPWlc8dvXAQAr97TjE2cdIwsqiZmXkN+LVDZvqdDflbBW2gfMdZ7mmv4gSoI+BH1epHN5dMTTyvZQxpp+Y8ZfrA0FrLP5Ab8XSOfQnXLO9Bdav2pvc6T3c00/ER0hRMFRexAPHKqQn/X6pgb9cqbfuLYGfc62Zhn0m9f5ypIAulNZdMTTSmHWIEqDPgR8HmRyGjoTaUQCPhnUT63Vd3HJa/r7VUYC2FTfJd8rlc1jpy3of2pdPV7d3oJXt7cAAL7wnuN6+ekQERXW56BfuPTSS3HppZcCACoqKnDuuefi3HPPHfATIyIaKpuV2ftoMov97XFMrS0FYM68fODECXh0dR3qOxOIpbIoC/ktxfpEV9Gxr3MkAI/Hg6qSAJq7U+iMZ+TrRAG/UiNdNZ7JydTUkMtsfrdRyE+d6X8n6f2zx5XD6wFmjXXuykJENJIcO6YMXg8wd3yFo63QTL89vd/nMtMvrq2W9H6jrd0YjC0LmcepLgmiriOBTmUQt7pUv9ZXRoJojaXQ0ZNBMpg3XutHeTiASMCHRCaHrngGlZEAthup/uL+sq+tB8lMTp7XRmU52Yrd7fjCew79cyIicsPpHSI6ajz9VgM+9eBKrN3fYXncPruysb7L0XbSlGoZUIs1+ZZifcZsfbvR1mVL4VfT/+PG9lElRoqoSCNNZ/OOQn6AmeovKvtbsgBs6/FD/r4X8jtubDlWfetC/OiD80BENJIVul6pgbw96FcL+QV8Hsu2eOLaK66tbmv6xYBAULkmi3oo8XROZmiJTAC1mJ+4H8ilXLZCf6J97vgKVIT9yGvAntYe+T5u9yIhn9dw0xMb8b1/bEJbLAUiokL6FPQ/+uijuO222xCNRgs+L51O48EHH8Rtt902ICdHRDRQXt3egi/8ZR2WbmvBA8ut6/bt6yjVFP5mowjT+MpwgXX7QTlr76jQb+sIdsQzjsBedDQzOTXoVwJ722x+qMBMv9oxtdfns3eGAaC2LOTICCAiGol6u14VSu9X66P47YOktp0A3IJ+e2V/9XXpbN5SyE//v7kFq72tMmK9T8jt/kqDjmKwHT1p1HeaxbIbo0m5bSsAvH0wikdW7sdDb+zDl/7KelpEVFif0vvf/e5346mnnsKECRNw+eWX47zzzsOcOXNQVVWFWCyGXbt2YdmyZXj88ccxc+ZM/Pa3vx3s8yYi6lU+rzk6hq/vapP/VlMmAXMG5fRpNXhzT7sl3b9L6bRVlwRxsCtpzuYrBZzMvZtt6f22mX69WJ9Rod/oVKoz/Rr0BaDW2anet+Wzt6kdXGchPwb3RFR81LFP+3UuWGg5lN92/fSra/pF6r9Y7+8cEEhl83JNvwj2xZZ+HfGMfG/HfcAYMBb3iZrSoGUXF0AP6gHgmNoSxNM5NHensKs5hpOmVAMA3lLuYyv3tCOTy1vuB5qmQdOcy7yI6OjUp5n+cePG4S9/+Qtee+01lJaW4tZbb8W5556LE044AWeeeSa++MUvorW1FQ8//DCWL1+O+fPnD/Z5ExE5NHQmcNX/vYH5t76A3S3W2fudzWYV/v3tcXTFM0qb/twL5uhbKoktmgBbFf5S22y+aItYt2rK5vKyoyhnf5TXiirMokMYVGf6M870fntgb5npL9DBPVQhPyKiYuArNNNf6FpaaKY/YC3y51bZP5bMIpHRB3FlYVYlhd8+018lswCsg8PVJUH5etHWaOwOM7mmBMcZdVfUrDQ19T+T07CvLW75Xr762Fs46bYleGTlfhAR9auQ3/z58/G73/0OANDW1oa2tjaUl5dj7Nix8A7hPs/Lli3DqlWrUFJSIrMO7LZu3Ypnn30Wmqbh4osvxty5c4fs/IhoePzo2a1YsbsdAPCfrc2YPtosUGdfD7mpoQtnHzsKsVRWztyfbMygiJmbVDYn199XRYKy49bek7a0VZYEEDBmiDrjabmeHwAqwvplVswaJTI5Rwq/OtOfNUo9W9L7/b3P9Nsr71vT+znTT0TFz2sp5GdtC/qU66WjyJ/1ya7p/UZKfcilTb3Wh4PWWf2ueEZec2tKncu8NE2zpPdX2ZaIqVkA5WE/XtvZhv1KYL+xvtNy7jubYzh2jH7Py+TyeHxtHQDgpic24pxjR2FyTQmI6OjV50h9//792LJlC/J5vbNaW1uLmTNnYvz48UMW8CeTSZx55pn4/ve/j4MHD+K1117DKaecgh/84AeW5z3yyCM48cQTsWbNGmzYsAEnn3wy/vCHPwzJORLR4Mrm8nh8bT3WtTkD2E3KzIc6C5LM5LC/Xe8snXZMteW5oihfyO/FxOqIfEzTzP2VPR6gPOy3pOiLTAGvBygPmW3ZvIaDxgxNadAng3LRSYwbs0aAGaCLNfvpXF5mAVgL+fW+pl9d7+/xWDu1jvR+zvQTUREqVMjvsGf6jYFX1zX9tvX+gJmxVR7Wg/doMqNs52dN/e+MZxBP55DO6df76pIAKm3p/WoWQI1cFqA/lsnlsa1Rz147dap+T9ulZLeJrWaFLQetNbkOdiXxQp0H+9qt2QFEVLz6PNP/wgsv4HOf+xxKS0tx0kkn4ZRTTsEpp5yCU089FbNmzRqSwN/j8eB3v/sd5s0zK7eefvrpuPHGG/HVr34V4XAYPT09uOGGG/Dd734XN998MwDgXe96F770pS/hiiuuQGVl5aCfJxENni/9dR2e2dgID7y4IZ7GmEq9o5TO5i0dGDXo39Pag7ymB+4nT63Gqr0daIrqxZLUKvtq4N6dysrAvjISgNfrQbWo0B9Py46ZaAt7fQgHvEhm8nJ5gNqhDMpK0GYn0W1NfyYnKvQXKD7ld28L+LyWytSO9H7u10JERahwIT/za/ua/pBjpt/jaJNr+v3OAQFRWC+oXHvV9f4JIxvMnt6vVvYP+b2IBHwyvV/M9IutAqtLgigzMsa6Evq5dPSkkclp8HqA82aOxup9HdjRZC5hUwfAAWBnSwzvVb6+++Xd+PcBH/79y+V44Svvxsyx5SCi4tbnLuA111yD5cuX44c//CGOOeYYPPXUU7j22msxd+5cVFRU4Nxzz8X/+3//D6+88sqgnWwoFLIE/ADg9/sRCoXkoMNLL72Ezs5OfPrTn5bP+fSnP41YLIYXXnhh0M6NiAaOpmnYcKDTUqkYAOLpLJ7Z2Kg/Bx5sajBnL/a29SBnpMYDwO6WHrnVkljrOH10mZwxEbMoXcq6/HDAJ7di6uhJK2v2RREmMzXTXp1fb9f/3WgE/WrhJ/HvbpeZIfH/VDYP8S30Pb1f6aTaZrHsnV/74AERUTHw93Gm35HeH7AH/c41/WIZl9qmrum3v4c6iGsv6CruJV3KPaS6JAiPx2MuCzBm80UWWk1pQL5O1Ahol8cNypT+vUrq/1suqf+q9QfM9mc2HoTdpvou+V5EVBz6PNMfDodx9tln4+yzzwYA3H///ViyZAmuu+46rF+/HuvXr8dLL72EVCqF8847b9BOGAD++c9/Ys2aNdi/fz9WrVqFRx55BMGg3tnetm0bysrKMG7cOPn8UaNGobq6Gtu2bXM9XiqVQipl7nEqtibMZDLIZDKur6Eji/gc+XmOfLm8hi/+dQOWbGnGe2aNxu+uOUm2bbelKG7Y34Fzjx0FANja0AkAmDexAk3dKTRFU9hS34mTplShrVvf9qimxI+KsB4wt8WSyGQysq087EMmk0FVJIB4OoeWaAJtxtZJFRE/MpkMKkLGgEAsJV9XEfbL36tIwGwH9ErQos3n1aP5qNGhC/g8yOWyyOUAj5Z3/Bx8Wg7i19Vvy8r3ajlkMprxb/O1AeX9AEDLZy2vy+eyI/JvgH+fxYWfZ/EZ6Z+pR9Ms/1bPU53c93ut18iAbRDAo+Vlu32AwO81jyuuyer13N6WyuQQT+vX4JBP/9mVGev+O+JptHTrQXpVScDa1pNGJpNBe49+HykP+RAx2jrjeltLl37/qYoEUGnc00QbAGw17pWL5ozBki3N2NnULduSmRx2NvfI72tHY7flZ7J6Xwc+dv8qVEb8+N3VJ+EUY/kAjVwj/e+T+mewPsd+FfKzKy8vxwUXXIALLrjgsI9x++23I53ufTRx3Lhx+PznP+94XNM0JJNJtLa2or6+Xj4ei8VcU/jF9oJu7rjjDnz/+993PL506VKUlLDwSTFZsmTJcJ8CGfIa0JkGqoP6WnRhe5cHS7bonZil25rx9L+fgeh7rW7xADBnuZdu2IXpyR0AgOfr9LZQuhPhvAeABy+8+gYO1mh4s15vi7U1Y/fbTQB82NvQimeeeQavNeltqWg7nnnmGXizPv21r7yOWAYAfMjEOvHMM89gR6f+3H2NbXj1zRYAPqRjHXjmmWcAAKm4/tr1m7cB8CKdiMu2nQf119Y3twPwwIu8+bocYL8cv/jC8/Ln0tbihUjM8no0vPD8c/J5G1vNn0k+k5bHBIDGuPW4S//zEsoCh/xohg3/PosLP8/iM1I/04YG8xrZ0FCPZ545INvEtRcAemLdlmtk3X7zdQDw2rJXsC2s/7ve1rZv924888xOAMDeOuv1PJ81r71bm/W2uoONiKb1e9GGtWuQ2q1hR5fR1tyBpa+tAuBDLt6l319EW4t+T9nfpN9Ptm9ah6BXA+BHQ6v+3PVtxveUimHD6jcA+NHS1SPPQby2MnkQgA/bGrvw738/A48H2NsN5DTzvrB+90E880yd/Pq5A/qxuxJZ3PLYm7h+rnVQOm6MJZe8owiCBsNI/fuk/onHB6fWxhH5J/v+978f73//+wEAjz32GK666iq85z3vwXHHHYeysjJ0dXU5XtPZ2YmysjLH4wBw00034cYbb5RfR6NRTJ48GQsXLkRtbe3gfBM0pDKZDJYsWYJFixYhEBjBUc9RojOewecfXoc1+ztxxxXvwodOnijb2lbsB97eCkBP4Z+74DxMH10KANj64g5g5x4cUxvB3rYEWnIRLF6sZxa99tRm4EA9zjzhOGyo68K+7a2YPucELD5lEja/sB3YvxdzjzsGi44fh/u2rUQ+WILFi8/F/ld2A7t3Yua0SVi8+Hg81rIGdTvbcOzc+Xpq5q7tOHbKBCxePA9T6qO4d8sK5PxhHDd7GrBrK6ZOHI/Fi/VtSh84sAL18SjGTpoKNBxATVUFFi8+EwDQteoAnti7Bb5QKdATR2k4iMWLFwLQizJ9feWL8mcQ8Hlw6aWL5ddLYm9hQ7u+rCES8GPx4otkm29zEx7asQEAUFGmf0/CntYe3LHhNfn1exctkimkIwn/PosLP8/iM9I/0+VPbcbKFn0CaOqUyVi8+F2yLbqqDo/vfRsAUFtdhcWLT5dtu5fuwpL6XfLrRRe8B+Mr9ah/24s78Z+G3bJt7uyZWHz+dABAw/K9eObAdvjC+vW8otS89ubfOoiHd21EZXUtUt0pIB7H2WeejtOn1eCtui785u034QtFcMysY4CdW3HcFP0esuVgN37z9hvI+UJYvPh83LbxZQBpXHz+OQj4PLhz0+vIeAJYvPgidK48AGzfghmTxuJ9752NH294FYmcBxdffAm8Xg++t34pgAyuufhs/P2eFUjlPDh7oX79//Ob+4FNWzEmrKE56UFr2oeLLn6vXBbxjz+vA9ACAOhCCRYvfrf8GaSzebznF8vQncrihx+Yi8vmjR+Ij4/eoZH+90n909bWNijHHfagXxTbO1wLFy5EPp/H22+/jeOOOw6zZs1CLBZDY2OjTPFvbW1FR0cHZs2a5XqMUCiEUCjkeDwQCPCPp8jwMx1azdEkmrtTOH6iNfvmL6v2Ys3+TgDA8l3t+Njpx8i2PW0Jy3Pfboph1oQqva1Vb1s0ZyzuW74XjdEUvD4/fF4Pokl93eXo8jBqy/Q19V3JPAKBALpT+kxFTWkYoyr0Cv2d8YzelhZtIQQCAdSU6teCaCqnvE5vqy3XX9uVyCKn6R2kSNAvf6fCfv2S2mOsAQ0HfLItEgwYbVnjuWab32+mptrbACAU8Cv/traFg8rz7K8LWn/XQ6GR/fvPv8/iws+z+IzUz9Svbsvns14HIyHz30G/19JWErJ+LyXhoGwvCVm7yGHlWi9eJ6r3q9flkrC+3DSTB9I5zXLcUqNYXyaXR8y4v1QZ9xdxb+pKZOD3++Wa/9GVEVmPJZrMwuvzy/tdTWkIoyr0jNS8BqQ0D0q8PnQZ9Wwm1pShJOhDPJ1DPKthdCCAxqieXTu7SkNnqw+pbB7NsSym1OrHUWvlHOxKIp33oNT4WWxt6kKTsezt2/94G+8/abKlhkJXPIOdLd04eUq1pagsDY2R+vdJ/TNYn2Gfqzo98sgjOO+88/C///u/eOSRR1BXV3foFw2wHTt2OGbxn3nmGXg8HsydOxcAcMEFF6Cqqgq///3v5XN+//vfo7S0FO9973tBREPj1e0tOP9nL+OyXy+3VBUGgK2NZqfirbpOS5vYdkjsb7/hgLUKPwCcMrUKAKBpZiE+8f9KZXsjs1ifWUxJ7JccS2WRyuZkhX5RkE+0d8TTcnukSqNNFH1K5/Jyq6WgW3GnVO/FnaIuhZ88Ho+1MrStuFRQWdRv31daLeRn347KXsiPW/YRUTFSL322y6ClIr+9mGm4D1v2CW7Xc1nZ3+U+kMrm5BasbkVbU1ljcNh4H5GFlclpaIqmkDWqulaXBFEZMYOA7mRGFvKrLtUL0Ip7U1c8g65EBqLEQVWJWQRQ3CPFrgHlAQ3TjEB/V6t+323s0gfqvR59y1lAL4orbFDu1z3pHOo7rIP0//vYelx5zxv4/J/XIJ+3DmYT0fDq80z/7Nmzccwxx+D555/Hr371K+RyOZSXl2Pv3r046aST5H8zZ86Ez+c79AEPQ2trKy6//HKcfPLJmDhxIrZt24YXXngBt99+O4477jgAQGlpKe6++258+tOfxttvvw2fz4e//e1vuPfee7ldH9EAy+U1PLmuHhOqwjhrxihL289e2CarHq/Y3YbjlC2B1P2ED7Qn0NGTltvhibZL543HIysPYG+b2eFoMwobTayKIOLTkMh50N6TRk1p0LKFntxaz+jcdCpb71WEA/B6jJoC8YwM7CuMjpHoeLX3ZGT1f9HhEp25XF6TBZoKdgSVTqPo7IlOoKND6fP22qZ2RAt1UoO2AQF7FWv710RExUAd0LQPblq2OLVt2RcJOK/D8nWFKvsr2/IB1h1WQsq1XgwOu23PKl4rHosEfPp9IJfHbiMIjwR88ppfGvShJ51DZzxjqewP6PeoZCaFznhGDiZUhP0I+LyoiATQ0JWU90ExGF4WAMaEQtjWFENbTH9MDKxPrS3F6PIQVu5px66WGE6YpPefN9ZZJ952tcRkhkA+r+HFLc0AgOc3N2HFnjZLv6ArkcFjqw/gvXPHydcQ0dDp80z/SSedhIceegibNm1CNBrFa6+9hh/+8IeYPHkynn/+eXziE5/A3Llzcf311w/ayZ555plYsWIFLrvsMtTU1OCKK67A9u3b8c1vftPyvI9//ONYv349Tj75ZMybNw9r1qzBJz/5yUE7L6KjkaZpuP7Pa/DVxzbguj+uQTZnFvvJ5zXsaDID+w1KRyGby2Nvq16kRMzAvGXsKdydzKApqgf2C6bVADC3LdI0zRK8lxpDlnI2X2xhFDFn88VrzSyAALxej9xaryOeNrfek9vyib2S00hm9M6T2MZPDapdt2ryWYP+kMuAQF++du4dbX5dErJ2UtUK04cK+u0z/0RExcCrXOu8Bbbss2dDRYL2QVRlC9QC12j7tTbkMliQzubNmX5b0J9yafN4PHLGvrFLX6JWrdRgEdlonYkMOpTt/gB9y1lAv9e19+ht4j4oBrI7bTP9pX5zQFtszyfup6PKzK0A1e3+xEy/+DmpA/hioEKwbxP44Gt78IN/b8G7f7oUbytLCIhoaBzWmv6SkhKcddZZOOuss+RjiUQCGzZsQC6XG7CTc1NeXo6PfvSjh3ze7NmzMXv27EE9F6Kjwb82NOAXS7bj+vNn4COnTpaPt3Sn8MLbTQD0dPbtTTHMnVABQN+nPpExrwVqCv+BjgTSuTzCAS/OnzkGz21uxK7mGM6bOVp2dCojAUyp0Yv3iTTGeDon0x0rI36UBYDWlNmBEYF9VUnAEtQDcAb2pUG09aTR3pO2vA4wO4HJjPl+9tRMQJ3Nd3b2CqX3y+c6Avveg3dL0B+0Xrb9LrNPgiO9nzP9RFSECs30B9X1/rZrYKkyiOrxWK+RbtlYvbZZBn/1NjWwF88PKefSk3IbHPYByMr7kjooURkJoL4zgc54Wt7bRGBfKQP7tLxfiIw3dUAAgBwwKAtoSBn3xKhtQKC6JIjJ1fps/EHjvqxpGnYbmQCXzZuAJ9fVWwcEDtiyAGxB/5p9HfLfj605gO9NUIotJjP4+H0rMH1UGW67/HjLcgYiGhh9nuk/lEgkgjPOOANnn332QB2SiIZIR08a/9nahJxtDd6m+i588ZF12NPagweW7bG07Wyx3tDVwF6M/pcb6/J3NMdkB0d0BKaPKsOYCr1onrn23gzAzdl6/TExSxH0eREJ+FAa0OS5Z3J5WTyvUp3pj2dsx9UfF7MnHT0ZZUBAbwsVmInx+7yyU9idclnL6bMG/SGXNvl1oZl+R8qp2REtLTAzZX8P50w/iIiKjnqts1/3Cs30q4OoAZ/XUnyuPzP9bm2WgWPbTD9g3kNCLlleMZclYmJgWp/NF3VqRGAvZuyV1H+jTQTQIhvOdaZfDAj0mIMJlbZaAD1ps0bBGdP1TDx1pl/0AcR9f5dSC0DTNLylZPypdQIAYPmOVmyqj+KfGxrwnac2wW53Swxr9rU7HieivuvTTP/mzZsPa+/H448/HhdeeGG/X0dEA0/TNGiaM/Vxd0sMH/ndG2iNpfHLj87HFSdNkm0r95g32R3N3Uhlc3LGYpftpr2hrhNXLZgCwEzrO3N6LVbubUdnPIO6jgRmjStHfade+GdqbYmckbevvVdT9O0F9yoiAXg8Hpne3x43Z+s9HqA8HJDrHNuNAQERhFfKdftmJoBYty86KqLTlc7mkTOqIVlmYnxeJPI52SlT132aa/ozvbYJhVL4C6f322b6vb13aO1BPqspE1ExUu9r9uucpZCfbU1/qRL02wdN+7Km3+21MnA37juAe9DvtkRMvNZtQKAibM7KmwVozTX9gB6gi2+/2pbe35XIIJvLy/tlWQBAxC/bADOzrqY0qLzOSP037tPhgBezxulZfXVKIb997fqyvcXHj8ffVh+wZAHsa4vL9wCsgwUAsOFAp/z3m3us25Xl8xo+dt8KNEVT+NJ7jsWN73XuxJXPa46+DRFZ9Snor6urw3PPPXdYb8Cgn2j4NXQmcMPDa9GVyODfXzrHMrtx37LdaDWK+Lyxq80S9Ktr9PIasOVgN06cXAXAnLGfUlOC/e1xS2qfuKHPGFOGXS0xdMYzzsC+JGiplA+YHY+KSAAVYX0rvlxesxTcEx2RMrGmv8dcl18RDsCnrNnvSpizHnq7/iJRvCmlFFMSHTx1zWVes87SiOclMjl0p8zMA0E8L5PTem3r9esCHUo1hb/gTL89vZ+dICI6CljS+205rOp10V69X62RYh8Q6Ev1/kJt4j4AmNd3n9cDv9eDbF6T9xC32i9uy8fUe1Mya603owb2mnHfcqT+xzNyRt/j0eN9n5IhABSe6W9XMgjsOwKorz1tWg3+tvoAGqNJxFJZlIX8sm6P6C/UdyaQSOfk8oX1StDfFE3J1wHAnrYeWevnrv/sxKfOniYHNADggeV7cOeS7fjm4tm4+vSpICJ3fQr6L7roIlx00UWDfS5E9A50JzO488UdOO2Yalx8/HhL21f+tl7eVNfs68C5x42WbZaCe441ebbZ/AOdZtBvBPYXzBmDB1/bi4Nd5oh/Q6e+BnBKTQlqSoPY1dLjWHuvpuG7tXk8evDeGkuhLZaWaw5FR0Sk97f3ZORMhGjTX69v6be3TZ99KA/7ZfAsOllu6/ZFRy/dS9B/uMX67IF8oQ6ls3q/2RkttKbfUciPM/tEdBRQBzgLVe8P2AL7EmUQ1Z4pVajuSn9S/+2vDfq9yKZzBQN7mS3WS9AvBhRCcrs/swCtqKlbbUvv71QGwSvDAfg8WUdg36as6XcE/SILoMzMAogbKf9Bv1e+dtqoUlSE/YgmszjYmcBxY8vRYGT4nTK1GtGkvqxuT2sP5k6oQC6vYWO9te+xuyWGeZOqAFizAAB9MuKU0hr59UOv70V3KotvPbkJc8dX4KQp1bKtM57GT57fhsXHj8c5x1l3GCI62gzYmn4iGnxtsRTuX7YbzdGk5fFcXsPld7+GB5bvwc1PbpIj/aJtnXLTXL+/0/JaUZgHALY3d1tSEsVM/7nGzXJro1lxV6zJO+0Y/ebbmcjImgByDb0a2IuiesqMvT3o77QV1RNp+mqVfRn0K9X77cX4/D4vyozguK5DD/pFaiTgnE1RH7PssWzbbkltd03NdHQa1S37fLa2AjP9gd47lCXBw6/eT0RUjNRA31G939f7bL59EFVlH3wNFRiYLTTAG/RbawU47iE+9T5hqwtTIAtAfaxCCdDtS9aslf1FUB8wXmdN71cLBFbasgDaY+aAQLlyP+2y1QOoLQ3KQQh7W01pENNH6UV6xcRBXUcc8XQO4YAXp07VA3Z1zf96W9CvLi1MpHPyHg9YiwUCwKOrD+Avb+7HNQ+8iVe3t8Dunxsa8IrL40TFiEE/0QjTFkvh9Z2tlsAd0G+a7/n5K/jBv7fgly/usLRtORiVN8L2njT2t5s3wfqOhCy+A1hvoJ3xtKUToGnmPrzq9nlnzqg1zs3cPq/RGHg4YWKl8Zi57Y/rbL7xWnXG3lzTn3G06edkDgqoAwmAsR7RaLMPCABm4CyOGQ44O2yicwSYnSd1Tb8s5Kd2ymxrLvua8hnw915cCuj7mv5S25r+QIFigdyij4iOBuqlz1G9v1B6vzKImlG2nQUOf01/oe381OcWuoeYmWTOAQH1vhWy3bfUJWvhgC31P56RQb1Z2d86my8K51aXBuWygFQ2j2QmZxkQ8Hk9clChK5FBMpOTxXSrXZYGtClB/yRjV4Amow8hlheOLg/huLHlAKxr/sVMv+hLqAMCG+u7oNYfVicxAOsgwKOrD1ja9rb24EuPrMMnfr8Sf1u1H3YHuxJYvZfFA6l4MOgnGgY7mrqxs7nb8fiB9jgu/tUyfPz+N/H6Lmsxm3+sr5c30Fe2NVva9thudOuU2Xz73rnrDnTKAQUxUDC+MozjjeBdFNrb26oPHIwqC+KYWmP7POPG3ZPOyVn92rKgXCtvX5tfqVbhdxkQqC0z2zRNk4MGYmZCbe9U1vsDQIlff/9OZabfEvQbnSVz+zxn4G4ptCS25StQvV89bqEBAbevHUWi+jFTZN2yzzbTX2BNP2f6iehooM7uO2b6leui/ZqoXlszWVvQ34/lWoWu9b3dF8zt/PqYSWa7b3k8ZqaXaMvk8kgZ6/3FY2oA3iEHyPV7tpohoGmavMfXlgZRHvLLn5eaJVDjUiBQ3N/9Xg8qwn5LG9D3WgEzRut9DTV4F32SRXPG6m3KgMC6/daZ/T22HQPUvtDeNms/aZUS0N9pm0gBgM/9cTU+dO8b+JVLWyKdw/IdrY6BIqKRjEE/0SDQNA2v72xFS3fK0fbytma8985XccXdr8tt7ISfv7BNvmb5zlZLm5rS1tCVlNV7Aef2N+qNULQtnKWv41dnxsXNc/roUtTKVHv9/duM/48uD/e69j7g8yAS8KG2TN96ry2mB+9dcedsfpvLun3RMcjlNUQTWUfw7jrTb7wmaFy9kpk8ogn951hhCfp7n01xbIukbNWkBvVuQX+hKvyF0kEPVchP7XyqqZN6m7pln716v9LZtc1wMeYnoqOBtZBf79X787YMOlXGtmVtWaGsqgIz/R6P5xD1XA49YFAovT+m1JMR9y3xurRanFak/ofNIDuZMQoABkTqv3kPbomlkMiYs/Uej0cO6FuCflutgGgiI7MA5etsSwPaCgb9Kdk2ulzvS4jMwHxekwMVp03TlxKqAwIiI0D0b9RJjoNdSTQrfbA9LT2WDMq1yoDAwa6kpT/WGU9jU72+nPGXL2631CwCgF//ZweueeBNfPah1a6B//IdrWiNOft/RMOJQT/RYeroSeNvq/Y7AncA+NGzW/Hx+9/EjY+utzyuaRq+8fhb0DQ9GLUXqNnaaM7+r7WtTbPP5q+v61Ta9Bvd7HF6atzmBmXtvdE2Z3yFTMcTN2Cx3c7U2lLUlBo3W5FqnxTb3PnlgIAM3JWgXi+4Z669T2byci28ZTbfVr2/MhJAyO+THSt16z3RYZBZAj1py3sCgMi81NfeW2c2AJc0SZc184XSK1O5PFI5l5n+ArM4fanoLI9T4GsxsCFfa9myzz7Tb7Zxiz4iOhr5ChTyU6+9BWJ+R/CmZo4B9h1Wes/UAqz3Ced94dC7AkSNFH7XIrIpl9R/t2VpIvU/oGYBGG3GY+GATz5vn1H0NuDzyF1i1ABdLgUstRcITMuZ/lpbW6FaAc7U/5C894vvP5o0awWdNKUKgJ4RKYhzWjBNX4IoKv8DwNtGP+jYMWXwevQMRXUQwJEloPSx1tlqH21rtGZmPrPxIADgle0t+PdbBy1tr+1sxTUPvInFv1qGxi5r/SUAWLG7Da/ZJnWIhgKDfqICntt0ED97fhvythmAnlQWl/16Ob7x+EY8sHyPpW1nczd+9+puAMCyHa0y1Q7Qb1BinTxgXW+Wz2uWm86Guk5LJ0S0Ta6JAAA2WoJ+ve3sY/WCe+oIs0jTnz66TJnNt866V5eYwbkYdVdn3cVN3r7PrxmcGzP9yoy8z+tBWchfcKYfAKqNYn3tPWlHIT+xnU8ik3MW65NBf29p+NagX11Tb6/A79axsq7pdw4YyOcXSusssN7eOdNvnp+YSTHbCqT3F5jpJyI6GngLFvJTg/7eo357k9/ntQT+fR3g7e9zXWfzU2YWmr3N7b4l7hGWbWiNQQFxjGxeQyLtHCAXs/0HjQC1JOiXA8aVcleAjCVwB5TAPq4WCHQP+sXMvVvQb6b+B3odECgP+2UWgKgxoLZPG2VmK+41+kMtRj/omNoSTK7R6wiIzMdUNoftTXogP6la71Op/S97QUC1LZ7O4kCHOfP/9sGo5bnLdugBfXN3Cj97YZulrSuRwbW/X4mr739TDhyo3tzdhtuf2SIHPYgGEoN+Oiq0dKeQd7nX96SyuP7Pa/Dj57Y62pbvaMXn/7wWv1m6E6/usFZ3/cub++U6sxe3NFna1Fl2ADJFDHDO1q9RRpobo0mksnkZLCczeXlTSmZy8v3EdntiGYCmaUolfb3yrUi1A8wBgDHlISVN3yWwL7EOCNgL7ok+VUc84wjcZZX9Huv6eo/Hg1qZQZBCMpOTHRJRJEgEuB09zm35RKcllc2jJ613dES1ZXOmv5fgXKzpFzMmlsDdWsivUFAP9H29pqMzFzADdI/HYzu/3o9TZQ/6LdX7e085ZTo/ER2NrDP91jY148mtH1CIJehXrrU+r8e6c0qB7f4OVdgv5DJYLQYg1PtRX7bzS6tr+o3XqvcPt61mRbadCL7VNteZfhnYi8mArOxz1JRZCwRGExmks3mZnVBTErTUEQBsM/1h22CBsiygLOiX97iorb22zFwaII7XFjOXDYgdA0TmY1ssjbymD7afMV3PErBPuqjf/1617UCXzD4AnMsr1+wzawXY+4Nr93fI/sp3/7HJMQh185Mb8X+v7sY197/pmGx6uyGKK+95Hf/Zau1zCrEMZP+KyA2DfioKzd1JPLrqgOvaqkdXHcDZP30F/9zn/HW/6YmNeHZTI+55eZcsIifc9ZJZvGXlHmsFVzUNf3tTt6U6vphZF9QbgLipiBuJWklftE2tLcE04wYlUsNEAZrKSADHji4DALQaN7buVFbeUOdPrpKPiRu/GkirM/KAe5V9tzaf1yNv4u0uwbnbTL99Jr+jxxws8Hogt9QTQWw8k3NU4ZcViTPO2XwxcZ/La3IdotusSMxtTb+v9zZ75009D/tze3vP3o7V12J91bb0/kJr+tXOLtP5iehopM7uFypgWmhNvxt1t5RAgYHa/hRxdd4nnBX6XdsK3NPEvzM55yC4esxYyjnQHZCZb8ZggjLQYG7bpy/dA4DSkDX1X03vt6/3V4v8+bweVEacs/lq8UDR1p3MIpfXzMGE0iC8Xo9jwKBQBoE6mCBm+huMyRP1uNON4oFq0C+yHsxaAc4BAVHvQC0QmMrmsMHYAQkA9rVZ6wiouwG0xtLyHMXPWNRuequuy7LVMgD87tVdWLOvA5/+w2rHBFJ9ZwK3rPXhI//3psyCUL1V14mlW5sdj9PRhUE/jSjbm7pdi5/k8xpu/Nt6XH3/Cku6PKDPgi/+1XJ8/fG3HFuy1HXE8XVjDf3Sg9Zf9654Bv/c0CC/Xr3Xms61U6kQu8q2bYt6kU9m8tjc0OVoE2noGw44286bqd9IOuNmYR1xU5k+qlSm2osb035jrd3U2hIzDT9mXV8f9HsxtjwsOzwdjrX5ATO932X7PDO937luH4ClmJ89sFeXDYjBE3FzFrMC6Vxe3kgrIwHZSRMdjK5EBlljZLvCHvRnc3JARwTsar/JNbB3pEKanSe5pr9AhWRVoRn6gjM6Bas/976uUyyncHt/+5p+FdP7ieho5CuQ3q/q70x/abD3gLyvhVoPmd7vMpvv2mZblua2nZ9ayE9sU6sOGhcqEOhWK0AEtt3JrLIrgHO9vxiwFwPW5oCAUuSvRL/vqwUAAffK/vp7ZiwDAupxo8kMUtmcPGd1wMCRBVAadGxNKAoV15aG5O5E+5R+ncgSOPWYGgDWAQExGXP+rDEA9P6ZmPnf3hhDOptHeUjPSoinc5aCzqts/Uw1g8DeB1W3LQRgqQH1mK2v+/K2FmTyHrx9sBu/WLLd0pbJ5XHt71fiU39Y5ag/AABPrK3Dol+84qgxBeiZpGv2dbgOJNCRh0E/DbjOeBpv7m5zbVt/oBMf/O1reN2liMmyHS246M5X8Zk/rHK0PfzmPjyxrh6v7WzDm7utAfgfXt8rBwqe32xNe7JveydS5AHn9i0rlcBeTWUD9MBdveiJm8MYI51sU70Z2IubwznG+vrm7qSjbd6kSnkjFu8jLv7H1JY6Zt3FWvea0qBMlxc3LbH2SwTS5hr6FLK5vLzJV0QCMvXOPptfETZn+uVggmM2v/egv7pAW1hJcRf78lq31rPOMqiPifR4t3X7at/INXi3BfZqx0ccX9yo1Vl2exq+3+uxdCKdgb0ymFCgU2g/B/tx1FTR6gJr+u0z/Sqm9xPR0Ui99NoL+akKrel3Y5npt60b6OuWrPbCfY7B4D5miwVt9y3X9P5sHqmMdU2/upuAW3p/oTa5m01OPa7eLiY2osquAGGXAoBipl8uC1C289M0TfZHqkuDCPq9iBj3fb0fZqboA9adCMTEhs/rQUW49wyCmlJzSYHY6UcMRNSWBeV5iddlc3nZ5zrVWDJZ35mQgx7ifE+YWImgz4t0Li8zCEQfZ9roUkyq1rML1AGDzUZfUfQd97aZmaH2ySV1EKI1lrI819l/NQcMXrItOd1U3yUHZb77j02OjNibntiIHc0xfODu1xzB/bObGnHlPa/juj+tcfztZHJ5fOEva/H9f212/btq7Eq6DiTQ8GHQfxTL5zW83RB1/WNNZ/P4v1d3YaOSpqS2XX3/Clz7+5WWdU2AfjP62H1v4qP/twLLbOvg09k8Lr/7Nazd34nv/nOzpS2by+OLj6yDpgEb6rocFU/VYnn2QF6twLqxrtOyDmp/mzXVfuUe87n72q1tbyop/OJ1o4w96NO5PPYbz+9OZtBq3DDOnKGvBWtR1tCLi/GpU53r6/cYqf/TRimBvdEuRrvHVIQwSm6BZwT2Lmn49mJ8YkR+lJIlIGb5RXtvhfwqlCyA7lQW6axbsT6zHoAsqhexjupHk85t93xej+wsiRFv69Z6Yn1973sPq0G/CIB9yvOiMrB3mxXpff1jb1/357mHW9zJ3vFLKDdbe/V+VSRYYKafUT8RHYUKFfJT9Te9X922z758Sh3Qfkfp/Zbn2gYIXGb6C71HOmvunuPWLu6Var0ZcX8uNCBg2QrQOCc1yLYXD1TT8O3LAUW/IZPTl+b1NpuvB/1iwiPkaBMTH9Ul1tR/8X6tSmDvWBbguoWg/v13xDPQNL0vMmO0Xvlf05QsgZjYzjiEqbXWwF6c06gys030CePpLHqMQopnGX1HdaZf1HASyw3UIH+1Y0DAbNM0zRL0H+hIWPrBK5SJsraeNOqVIoTtPWlLHYCXt1n77U+srQMAvLq9BU/bsgRW7WnH028dxIOv7cVzmxph95mHVuEDd7+Gpducywqe29SIM25/Ca9sb3G0ZXN53PuKe/wBAM3RpBxcof5h0H8YEulcr6PF+bzWa1tnPO26fYc45pp97a6vTWVz+P3yPZZtSoRcXsPPnt+Gh9/c53rc7/5jEy765auWWWvhjme3YPFdy/Dwm/sdbb9Ysh23P7MVn/vjakfbX97ch9d2tuHV7S3YWG/9o/z7mgPYYlQyfXqD9QLx7Cbz653NMUua/o7mmByJBIDXd5mZAJlc3lIp9Q1bFoF68euIZ7CtyVxvbw/s1W3u9hkX2xMmVgKwbgMjLtLH1JZiTEUYgFkQb58yIDDVSAsTN4HOeFp+H6dMrbG8Tn3euMqwnLFvtRXVs8y624rqVYQDMqhv70kjb+xvD7jPyIvXlYX88Pu8zhR+5WZcEQ6YSwPizhl787gZx4CASCNMZXLyPauUwD7sN0fu9ecrs+NinaISuMu9h5X0/nROszxmfa1zeyM5mOBSBdmeWt+vbfh8vaflHzLoV95nXGXY0taTMv8eArbzUUfm7dX7VczuJ6KjUaEt+1T9jPnl+nU3YyvMa3ihnVsKzewDh7rf9G35mGiLZ3IFMwHc7pVBe9Fby2CB/rPU78HWwF7e97Nm8UDxWFWJc0BA3PdLgj45YN/SnULcCITtWwGqM/2OAQFlxwDRJ1JT/wEorw052lqVtoqI3/Y6/bhVkQACPi/Kw9bBBDVLQNzHRbAvBxpKg7I2k5jsEa8L+b2YO6ECgHXGXmQQnD5N7zuqM/2i3yn6q/va4jJeqO9MoDWWhgf61+lsHo1KUOzoMyt9XXtWrno+mqZZ6hPYi1YvVzJ27/rPTktbXUdcFjH85uNvOSYIv/3URjRGk/jE71daamIBwJPr6vGjZ7fifb9ZLnebEOLpLBbftQwX3fmq7E+r7l66E+f/dKmj5gGg/5xu/Nt6bG2MOto0TcNjqw9Y6mypDnYlsLM55tqWzuYdSzFUheLCdDbvWotssDDoL2CrbV9OQN+bc853n8Mf33AG2Q2dCZz2wxfxP39Z62jL5PRZ7gt/8YrrCNU3Hn8LV97zBv6xvsHR9pPntuHWp9/GFx5Z52h7blMjfrN0J7715CZHYL+pvgt/fGMftjV145/r6y1tjV1J3LdMnz23r//pTmZw7yu79OdFk5aUeAByOzpAH/1TPauM9q20jUzuaLL+Uazd1yn/vd8WnL+207wQNXQmLBeMjXWdMgVJ0zQZrIsL/3Y16DcuYGeLGflu82ckLnynGDPyHfE0ssYfn3jd1FpzGxhxMd+rtI22rb0XAX5lJCC31osms/KiJm4qFeGAY22+bFNm3VtdgnNxY8xretq/s6iemcJvzwJQC+7ZK+lblgbEnEF/JKAfI5nNOdpkCmA2L2cSxI0UcKbaW9IHZZsxI+/SWdIL+RnF+gpsb+R2XHGtPeztluxpmwW27HMMJvh77zCKwkKC+B7cqDNX9gEBy/MY9RPRUcjX50J+zsfGVYSdDxrsu6WoJleb1/BCa/EL1XbxeqxLu/qTSeYW1Kuxhduaf9etAAvVCrANyqvvKwbALVkAtvX+atageJ3HY67rVyfCSlyWBrQpM/KAmkGQtczW21+naZrZXuYs8teuBO7quSYzORlM1hoZl6IvIzIB2mRmgrnbgHPZQAjjK/U+oOgXiv+PKjPrCKhBdquRCXnyFL1Puq/VDOzFe540pQoej/45iu9PbANdHQKm1pQ4jrvdiGVEH1ntb9trDKiTaDuaY5Z6BPaJx9eUoH9Xc8ySXbB8h9nWFE1hR7PZL4+lsrI/DVgnBAHr4IJ9QvP1nW1ojemTa/+nxCKAHmf99Plt2NsWxzf+/hbsvvePzXhiXT2uuPt1RxC+bEcrvvb3t3D53a85BhqyuTw+dM8bWHzXMtfBhNuefhsX/PwV/GuDM35bvbcds77zLH5tGxQB9EnCd/9kKT587xuOnRoGC4P+Av7lUvDihof1gP57/3SuYbl/2R609aTxzMZGxx/HC5ubsLctjlgq6/jFqOuIy4Jyv1IqxgN6kTqR2r7hQKdMARfuW2b+0v/HVpnzfqXtZVtw/riRsgOI2WnzuPaRrpeV1JxoMiOLsQFwpOaoF5M9rT2Wn4M9sFfXL4nnibVcW5R9T8Xrjh1ThpDfi7xmpom39aTRk87B4zEvlOpFSlzATp6ij46qs+4isD9xcpVM32qPi8Bef90xtSUYVW5NtW+OKrP1Zdb19V3KrHtFOCBv5noKVU5Wv1UDe7k233itZUBArts3A+mAsndwWyxlGSwA1KJ6KceMvNomXudRKumLm1t3MmOpFQCYnZhkxi3oN0f8xYBMxDKbb90iL+Ay6y46IwGXIDqVzSMjZvoL7FscKDS7UiC1vl/p/QVmdA41mKD+borPQugpEPSfOKkKl54wHjecP6PX5wAAQ34iOhr1Nb3fbcbtwU+dhlOnVuOv153haFPT++2m1PQe9Pf1vhD0ey3LBgrVjClcN8DZnVcfC/gLpfDrbW6D5wHbYIHaLpYFpHPmfV+0qdl8YmLCbVeAZuOeqA5+qOvvu2XfJ2D835yVVyvwq8fsSmTQncrKPkNtadAZnCtLCkptWwE6BhrEa5MZ5POa7JeNKgua52MrEOjaFjMzEyZU6QMC6tbLYpLn5KnV8Hj0LEUR2IsBgQlVEYw3BqlEP1X0a8sDwBRjskksUc3nNXlOpxlFCfcrAwKNUX1Szy3jVUx8iuyN/e3mBGAyk8NbSqZvOpdHk1K/apmtbtcB5bX2ml7qhGA2l7csR7AvN/iPEo88snK/bWcEcwBj5d52y4RlPq/JrQ4TmZxlOS+gT+gKf1fiI0Bf+lvfmUA6m8eDr+2xtCUzOfxphT4w8b+PboDdbU+/jUxOwy+WbEc8be3j/WtDAxqjSaw/0IkVvdRBG2gM+gt4dlOjJe3ibdt+m2v2mb9g2Vwe/3rLDObta18eWWmm0P97o7XtsdXmL9iB9rglAH/N9sfxkhLYd8bTlgB9ydvWNTXqH+Tru9osv3DqOqK8po9yCXUd1pl9dQ19Xbu1bWNdl/yjy+c1+VpR8Vbd5uRAh34xmTW2HAAsGQ8isD9tmjMlXgTuU2tK5D6s4kYh2sZVhDGx2riIGq/tUvaTP8nYyk4dXRSvnT7aXF/f2m2dsR9bEcYoOdPvLJxnzwIwA3A/vF6PedxYyrJmvTzkNwcMbK/Vj2trU9L7ASgDBm5p+OZr7W3qTVE9pugkiTT8eCYnz1cW5FMCcPtAQ0im+ZkpgG4BuAzsXYrqiYENt7TI3tYpinaRHlioo+U20CCf2590y34U57N/rdZYsK8PLTiD7/Xg7qtPxtcvnu3aLm7K5xw3qtdjEBEVq0Ol94tU68vmj3e0zRlfgb9ff5bcr11VYxucVU2pjch/H26tF0cg348dAkIFjuP3eiw/E9Eu7pVur+12We8ftN2ffV4P/MbzxQB9JqfO9Hvl+wsxt10BjL6D6AeGAz55T3SrFRB2qSMgawuVWAcEupQdA0qCPoQDPlk8MGorHii2AixXAvu2mBm4q+8ZTWTQmcjIbJFqdTAh6Uz9t7e1KhkE9kEIUUsJACZURmTWpehbtihZAmJZ6f72HstxywOarCMgMlm7Ehk5+CEzCJTZfDHoIDJe1ck50bZgWq18HxFHtHSnoGn65yKyWtXAfpeRCi9iAXUw4S3bWn0RGwDAloPd8nMF9ElR1SvKIEA0mUWHsixYBPWCGrOtr+u0ZPmogwm5vIYXt5ixlT0zWh0QeGJtvSUuVI+TzuUtRb17UllLxrg9LnxKyez+m203hoeVmHEgMegvoCOexVvKGnD7SIya2r67tccyi2f/5dukbOm2bn+nZdRUTXvJ5jXLKJdjdlwZnbIH5+oAgKZpspoooAdN6v7xYgRMXJjVtUPij0wUkzuoHEe0zR6nB+7pXF6uYW+JpZDO5uH1mPvFW1OD9OOcPNU5Iy8uCCdP0V/XZqxXV9sm15TIcxIXOdE2RW0zAvcDyvchLkriQq9e9MeUK+vrjeOqo8v24Fy2hc22VlvBPRmcy0wA6/p6r9cjZ/NbbdXyKyJ+S4q+pmnOLfLUYn2296wp1f/fEU87gnMx+p7MmJ+bpZK+cWNtVT4bR2CfMav4itl8OSOfcVbZV//tun2eXE8oZvrNzoK40cfTWddK+4e7Jd6hC/n1bZumkH2W5hDV+wv53vvmYubYMvzyo/P7/BphxU0X4Ln/dy7eNaGy368lIjrSqTP9buOn//riOXj6i+dgobHNWl9dtWAy5k+qxJfec6yjzTLTX2gWvkCbGmADh19U9lD3HscOAsqse0AG/c6it3Km3y1DQN0mUFT2Dzh3DIi6vFbc293arEF/79sEJkUdAVtbNJF17BggljimjQEKewq/tY5ALzP9CXNAoNJY72/fFUAG9qUh544BSnaBGKBIZPTtiEX/sjToQyToU7ZKdA4mjK2w9klFn1ef6dd/J0XsIM6nIuzHsWPKLG16u5ldAOixgVjmKl47fVSpPB8Rd4iJt9HlIfmeByzHTVmOqwb2YqBnzvgKyzEBoKFL/7foz9d3mkUJ09m8I3ZRixLal2TXK++5fn+ntU2Ja/a19VgmGg/YJjfVyddYKmtZkrJ8pzUTQd2+e8XuNkuRRDWGjKWylonjN2wFyl/Y7Cx+OBAY9B9Cfaf54R7ssv4iNCgffINt3bv6i5hI5yxF6gCgUTmWeA8xY6i+jziO+INTi3OIX9rxRiGRlu6UDIz0Ndt5eDzAccYfupp6I/7IxMhfsxLkmW1VjjZRUG/66FK5H6toFwMC4ysjci2T2K4uns6aFwGX44qL0InGYEEur8mL9j5lj3ox0y+OJd5zck0JRtsCcPH6UWXmNnfxdA7xdBbxtFnspiLix6hye6q9uRbePtAQVYJz8Z5iD9uoMiAg3hsQafjWNjXVPpPLyxF4Nb0/ndW33LMH7+JG1u5ScC8SFDeTvKMtrNzo1foDgrjxihtBJOCTN33RlnSZzRfHTWZzchTUEpwHbIG9OtMv1vSnjCJCBVL/gcKBfcEBgT4OFjjf4/A6YW5fC+VhZ8ro9NFleOEr5+GKkya5vqaQqpIgZo+r6PfriIiKgTqr7VbbpCzkx/ETKx0ZVodSEvTjH184Bze+d5ajTV3Tb3/PPq/F70dl/0L3Iq/XY5lddwwm2LYbdC3y55LeLwfsU73vgpPJaUpw7pZB4Czg6xxoMNvKlYDXvk2gZUAgYy0QaBkQMPpTok5AWchM4e9KZGSfvNqWJRBNZGWaveg3mksKsmbgXmYdTJAz/T3qTL+1Ta7pLw9Zlo10J7OWNv1n4J4lMLos5CgsqKb3i4GKLmUyThxXTH6pQbaY4Jk7vgIhvxe5vIYGIyZpUQN7I4NALBtoMfr2o8tCjoGGbC4vfw4ixlDfs8UWC6iDBSIumDepEj6vB5mcJh8Trwv4PDjeWI6gZgKIpbcim1gN7EX8I+IldUCg0baVdFN3Uk5eaZomYz3Rb1WP29BprdGmfm2fmD2otDXa4smWWMqSQdCkxEcDiUH/Iaiz3OKDf5dRdVMd7RHr3MXIVXN3So5OiZGrspBfBuCNXeYHKgYMTpqs/3Gogb14rRgtU1PixevmTaqE16On6YtRSDFYMKY8JNPem43X6n/UxntOrTLaXIL+qeaAgEjhl0F2tRmAiwuDGB2bXBNxtNUpgxczjJ+BaMvnNTmYMGN0mbxoiT9w8fMYXxmRAbh4rbhw15QGZeBuBudmkF0W8iHg0b+H1u60nHH2eT2IBHyOLAFLUT3bjLxoKw8HUBHxW9btqwMCgJKGr87Iy/X1ZhZAt5L2XR72oyTol4F0h1It3wzsxcx6zlE4T62k31vBPcC8uKoF98TNU3yP6myAaEtlzGqjYi2gOG4mp8m6BW5BdtRlJsGter+9TU3L6mvw/k624evrcwt1wvxej6yVIIgOxsXvGgciIhoYauxcqJDfQBL9HMA6oA5ABlhA4fX+h6rsb80YKJwV0J9tAt3qAYj7rGsBQLcif+pMvy29HzjEVoC246o/P9HvSFt2BTC2AlQCXvtAg5pOL7bADSuZB+qWfqJdFGpUBwzEElv3mX5jMkkOCNjX+4vJphDsWwi2KZX9/T6vTH1XMwhqZcFCcxBCX5dvHrc8bA5CANb0/nLHQIP5OjFZFEtlkTXqMIjdjcZUhGSdATHx2OIymy+WDahtk4zBLzGbr2eo6n+H8yc7awWIeEOddBQ1IVqiZnAuAnQRd4gYZkx5GJOqnQMYIrA/2Yhr1ODc/p5qcC7a5o6vQNDvhaaZsVZnPCMHAMSkpDrJK+LAk4wBDHXSttGW0aC2iZjx2DFlCPqs75nLa5alyAOJQf8hqEXrCn24YnBg3kQ9AM/mNbklSIMyIy+29xC/DKlsTv7xiOOqAbjIAhC/qGrQLwJ7NbVdVPEUv+wTqyIYWx62HLe5O4lsXoPf65HFO5otWQAi1V5/z3Q2LwNoEdhPqo5gjDiu8VqZhl9dgjGOoN85I98S0wcTupXq9voe9db19epa99Fl1sBe3EzKQ36MLgvb2kRw7ofH44ExJoAWtfid0dZren844DLTn7W+Vk21V6rzA2bqWGuP9T0Bc3sat631APNmlMjkLAMYgJnO5l5Uz2hTPjfxuoDPI0e7xUVFHXHuSwCeyuaQESn8Pp+lDVCqA7sF9im344oify4V+F2q3xdaQ1/otX3NArAft18dK+Xrk6dUOwpKPfb5s/CVC2fie+9/F4iIaGD0tZDfQPJ4PPj9J0/FDy4/HtNHl1na1PoA9noth72TTIHA3f4+hXaZAdyr97u91r40z7IsQNTcyTmr96uvLZRB4LbeX5xPJpd3zPSXGf2nWCrrmOkXQbamWbfHE2QB5J60zPQUgw3qgIHIuozYdhOIJjMyg1TWEVDW5keTGXnc6hJzTX93KmspqDeqzDlg0KIE5+pxu5N6HQFx3JrSoOV1gHWmvzwksiSMAQElOBcZAuLnJ/rnQb8X5SG/sqTAOpgwuiwkt6cUj6lBv9iJSATgom1UWRBTakplm5g8FBN6s8aVy0wMEbOIySi3wL7ZZaBBvC6VNTOqxQSqmnEtYicRZ6mz+Y3KQMNEY+BDHFcMJNSUmlt0q3GhOK7bYEKTI2ZMyp+BOMaEqgjGVuqfuYgx1aztgcag/xAss/md1pR4tU1kAUyuMWejm4zZfJHSMaEqIv9wxC+KeE7I78Xs8eWO44pfWvFL0xE3Rzctgb3tuOJ1E6tLMMZY/yN+ecUf0LjKsEzDF4MFqWxO/nvGaHMdT7N8rR68T1ICe/GHeDBqfp/2gnsiMK0pDco2sb2bmjYW8vvMLIGYfjwZ2If9jgwC8drysJKiH9PrAaivA/QLIiCK6pmz9QCULIG0JdW+POxXUvTTlve0z9i3xFJmkG20ib3qu+IZR1tEWV9v31oPAMLyZmuOStvT9JOZvGNNvzrTrxYWBPROir2Svtv6etnmEpynlKJ6ATnTrwT9rgMG1sDebaYj67Jm362jUqjS8eGu9y80CNCfislqZ1Nk0aiOHVOGL194XMGK0ERE1D+HKuQ3WN4zeyyuOWOq43ExoQLAsc1Xf3aS6Wv22qGOax946OsONeJ14v7c25p+Wb3fpVaAzBJwTe93GUyQQb8m1+2LdnVAwN4WDvjk+Yk+q7qkQPSR1Mkzx9KAeEZ+L/bBhK6E2SaCVXU3ARF0lgZ9eiBt9Oc0DYils5Z1+er5dCezjhoD6my+WkdAPa4ZnIs1/ZplaYTeZgbuQb9X/ny6k1kZfI8uC+kTY3KQwlga4DJgID5L87Vh1BgZBKIvKn72o8tDMoiOpbKIpfTaTOL7GVMRkktk7IH9mAozsHfO9JsZzGabOYAx18jGtqT3K7PuIWM2X8Raom1MRRgTqkT6v/5a8Zwx5WYmhDrQoG6lCJjZ2YA5mHDipCrj+XmZCSKOO77CjMNEHGlfSj6QGPQfwkEl3aJJzsjrQX9POif/sMSHpK9nD1seE78gE6rCcj9Y8YGrgfu4ChGA623JTE7+wb5rQqW8MDfbZvP1wQRrYC/aJlVHMKbCOtMvfpn12XoziNY0TT4n5PeipjRovrbbuk5+dHnIGYAr1d7l2ntbW3nYj3DAJy9MLd0pR3A+2pZq363Mnpuz7mnbcc2K99m8XvjOHtiXBYx6B7G0IyVenc23p9qLFK9EJodE2jnrLo4RS2Yds/lipDipBuAFg3NzJFbccNSCh2KUW6baZ3OObfnU4Dzlsn2eeF+39fWyrUCV/WQmJ6vBipuz3+eVnS5zWz7nun3XbfkKzEgUqpSvnpPb8wsd134cR4fIpXqx/LrAoITqwjlje20jIqKB47MU8hv+zUvVe8pUpeAfUPgeUiiwt9+3Ci8bOMQONS5Btnyty0y/23HVYxbeFaD3AoGF2tS+hshutNQREDP9frV/I5Yo9l4gUO1TyaUByuy53DFAtpmp9ubWhM7lBmIQQvT71EGIaCJjySC1HtcsHljrsqTArNxvHyywBvZlAfSa+i9eq9YKEP1zs46AOZigLikYXR5SMgjcBgSsgxCyrSyEcMBrWebRFkshr+lbNNaWhuSEm9iOXAwYqEG2CIatAwLuWQBjys2BhNZYWn5eIrYZW2HO5td1xm1tIUwQAbiY6TfisXGVYUw0BgREmxxo8HllEeWGTjOjoVFOBpvZ2GKGXwwIjK0MY4LIAO+yDjQMBgb9h9CorG3JGSnxU2pKzMJ6YmTGmM0fXxV2zLqL4H9CZQRjben9DUrgLlL/xevEsSMBH6pLAmZgb3vtRCWwF7P0chSpMiwDezFooa45krPuOX22WU2l93g8jjR9ESiWhfyO2fyY8dqysLOtW3kdAMuAgRq4W9qMwhZijbjbTH9UGTAI+s3961vVwnkR60x/WywlRyTLQ9bCeJ3KYEFp0GesuzJnZeNpZ2BvVsTPmceVgb05m29f7x8KmMG5fSABMG9u4mdYHvbLzowZgOdlIF0uz8ccTLAH5/prC826W9vU14nvRS2q5zaz3l0gvd+9An/vKYo+r6fP6fz29kKp93rGQ99mOuxVjwtlDADAg588DT+5cp7cE5eIiAaX9xCF/IbDf/73PHztoln41DnTLI8XCqr7s9TsnRSZLbwVoDoj3/tAu7rTTk5mAjgHzLtd0/s9lrawy0C72tcQPzOZBZB1zvSr7aIPox5X9D9FEB30ex3bBOqBvXUnAjX1376FoDlYoLzOUpRQPa41g6DcZUlBScjnOK4oyldVIgJ3cxAilTW3Vy4PKLsUGNkXrY5lA2aArs70q8ftTuq7H+TyGjwePUO318C+PCQno0TfWATDo8utGQSxVFb2Z2vLQvB5PfIzEb8HLUp6v/hMRNwhjjumPCzPWUxEqlkAFRG/zMRo7EqiJ5WVxx9bYWYJiFR8GYArW3+LGXsRU42rCJuDELYBgTEVITnZK3bG0jRNHndcpZlBIF6rxmjjKq3nc5BB//Bp7tYDTxG4j60Iw+f1yHQMsUajQQns7ev2G+SAQETO9MvAXvmlEEG9yCAQf5BjK/Q/HLE2vymqz8qLVKLa0pCybt9IiU+ZwbsYhBAFMtQgMRzwybVJzd0pM6g3/ojNFP4kcnkNPcaFqSzsVzIIbMdVBgRiqSzi6awzsFfW9atr7wFYivXFlFn3srC6t7193b7Yrs4YNYybAxgyADeuw/rP1zogEJFF6syZfPE6r9cjb8QJJbCX2+Cpa+iVrf4A8+KeUNbem+vyjdS4XF5euNxm+sXIpzogEFIGGjK2/evlQEPWLLjnNrPuvr7eesN0mzlXPxO3gnyFBhMKvU7oS8Gh3o5rzS7oR9Ej+3HVTlmBtEjxN6taOHsMPnLaZMfjREQ0OCzp/SNgph/Qd2T5n4XHOpZziT4ZYL2fAocI5B0DAoUGpAsPJhQ6bqH7c6F7o73dkcJfsECgM6NBzboUzxdtaZf1/vrzrBmHheoThJXXif6nvitAztJeqRTkc6T+G/2yXF5Du7FmXy1KqKb/m681BgzCzgwC0Z9UC/KJwQ1zSYGZhp8w+uSA3sctDfohxry6k1lZlFDUkFKD93Y5IODMAhDxR3VJEAGf10z9dwn6xTFjqSw0TTMHE4w4oEypM9CizMjrbWZgrxawG1NhZheIvqroC4+tMHc/kAMC3eZMvsfjkZ+LOtBQEvShLGRm74qfTZMS9I+1ZUY3Kqn/Mu6zDRaMqwgjHPDJn2N9ZwLdqawcyBlXEVYywK2BvTog0GjLAhgMDPoLCPg80DT9l1tNKwFgBvZdSfSkc3KEb0yFWfBCfKidCTNtZ5ytTQSQVZEASoJ++cfTFE06AvCxSiZAKpuXa6zKwn5HFkAspf+ylQb9lrX3+bwm/4DEH43MBIgmLYG7/v2YfwA9aSUAD/ktgTugzOaH/SgP+eWFuC2Wlhdg8Z4yOO9JO2aqxSCEmg4lto4rNUZB45mcLAKovjaiBMP2NnEdVlPty22p9omMuWRDrWovbhwdPRlZ4VZcVGQKfzqHbtva/IgS9Pc2IACYF1BrJX2RFuZc82YN7K2z57LgnjogoKbw29btuxX/EYNGhQYE7O1hW5CtDjTYKxu7LRsQCnVAnAWRbLMQSnXj/lVFLjTTb22bXFMCr0f/vfrmJXNARETDy2tJ7x/GE+mDU6dW48qT9a1ZxS5JQqHBaY/HA7d6OEJfa9oAtnX7BZcU9H7f9Hk9sCdVhAtlCfRzQED0Q/xejyxw7L6mX3nPAgUC7TUG1D6LOO90Ln+INf3WLAA1fV3MCrvVEehSdgyI2I6rDwjYihIqQXYibc0gUAcLxDH9Xg98Xn2SSuwapNeD0l8rBgzKlaUBYhKv1OiXqwMCot8pBjxkm/FzbRc7HJQEZcaspumTauaSAnvQn1GK/FmzC2IpfYmDyC6oLQ2aRRttgf2Y8rBs6zG2325SZvr178nMTFWDeo/HzC4QgxRqen+ZbaBBFOMbV2FmHojCjCJIF7GZ3C4xkZFtFWE/IkGfOflqfA9NyoCBzA7vHvyZflaTKqAs5ENXTv+DjNlmqmVgmsygx/jl8HpgbP8mRpH0C1ZPyvzDqi2zjjCJXyzxRze6LGSsezGDYZFePkqp9q6mPZUEfHIGXKTuq6n24j2zeQ3dKXPWvcyW2t6lVAgVf1Bq1VJ1DXhIKSYivn91Nl/8YaWyafSks47AXgTKiUwO3qTHOB9runzCEpxbg2hN0y/O6np/+3HtWQBBr/69uQ0IWFL0ba8T7d3JrBxpDPg8MpA1i+o51+ZHgmYAHk24LwsAzM9NXJjVdlkN3+WG3pNyBuDqgEDaLb1fBvZifb1zQCDmMluvfi6A/vuuzqgUCrILrS881Ix8X9MQ7e3vKL0x4PxZCxOqInjlawtRUxqUf7dERDR8fCMwvb83Ho8HP/vwPFx//nRZEVw45Fp8v1cW0u1PPZyCO930o6ZNyGUQQqS8ezyH2l3HGZyL/kShAoBqX0m05TX3OgLO9H71Z6KfmxwQsOxEoLdllJ0IxPuKfpk+wWedrRezym09aRk8WoJ+oy/Y3pM2t0R0CezNrQn145op/GaGQMQlcBcz/fp7mv1l0ddPOgYazMDe3qbO5tsHKMrCZuCez5tbM0eCPoQDXvi9HmTzGmLJrIx5ymyDCaKYn/pzUWfsZd/b2MXKnvovYqrq0qAle6YnnUWH3L7bGGhQCg+KvxcRlIvX9hjnI9pHlZlBv5jkFHUNasus7xnP5JRsa/24pcqAgdjKWwxulCrH1TRNxgPVJUFZz0D050XbYBjh46HDS2yZ1pPKIZ4WAbjP0hZP5yyBu8fjUV6nP262+2QAn8lpSGfz8jnil6lEmcl2tinvqayR93o98rzERVD9owsqRdYSaeW4xh9iifJacaEU56m2mYF7wPg+re9pzyCQQWLaGWSL1ybSzuBcnR3vtmU7qBfTbmUNlX2P+qRlmzvrTL8lRd+29t5aqM856y73tjd+BoB5I7NsrWdL/U8on6f4Gajr1c3A3jlTLX4+fkvBPetsvf5a60x/Lq8haXw2lhn5Qmv6A9YbpjogcOhqwL2vzXe8tj9piGoHpEAWgP6eBQYhDnMwwX4cQJ/tZ8BPRDQyjLRCfofi8Xhw7Jjygtv5BXwey2419vZCGWqHqpXjV74O2DPm+pj673xP6+46hQoEFuo/BPzWfoi1joD5b7d1+44dA1xm+kW/Sc1K8HuVDIKMdTBBfI/ZXB7JrLN4oOiftrml94sdsJStuM16AM7A3p5dEFV2b5KFBY1+a14zg1LrkgLltWnrccWsfHfSZTBBmZFP2LYtVGsBiEERQO/Lezwey6BAwjFIYQb2oq0kYG3rTmXle4oYygyi9c9LvjaoF0gU/b0eYxmx/hrr99KTNtPsxfHU2Xzxnl6P/nnL4NyIoUR7WciPcMArt7zuSfV+XLVNxHRqWzpnZmqXhHwythPvGVeyqgcag/4CzEA6a6bLGx9OqRz5yyJuG9USv3TiFzSuzNhHlJncRDrnOG5JwAjsUzlHFoD4I4krM+fivSIFAnCPx+P62rKQdQAjoQT2ZbaZdXV2XHyfamV6TdMcs/klyqy7PVNCPW7MNiAQKTAgEPCZf+jqRVSekzrQkLK9VgT9LoMQcrAgm3evpG9c4MV7lisDAuJ8o8mMHDGUx5U/I2V9vWsA7qx4b69Ca02lt94UAXNQwDow0nsKf6Gt9dy2zzvUDIRz1sFZvd/ttc4BgQIdkAKBvNcDS0emUBaA/Wv7OZx73Cj5b/GZEhHRyORVLuEjfaa/EPW+dOaMUc72PmbJ9Wc7P3Wywd5+qMH9QoVtC9cRKFAg0Ghz2yZQ7SO51QOwr+lXg2ER2BcaLNC3CbTO9It+RV4DEuneX2vWCjDbRP9TZIl6PebPRV1Db6b3WwP77mTWrDGgLCkQM8kiXVw9HzVNP2F7bV/aYgWyAGJKgO163JT5WhEDqGv67YMJZS4DAm6DBYAZDEcC+kCDHBRImkG2eK2IjfT31F8n4iBzMCEnlziUBP3GMa2TYmLGPxK0vac60CAng82MkLh9AENtS5l1GEoCPhmLiffqUdoHGoP+AiKFZvpDzuC8xJYF0GOs+1DXzQT9XvkH35POytlf8YsmZ/rV4FwE0cpMf499QEAE7pmcdd2+LZC2ZglYZ7nVtvKQy+vsmQcBM2shahThANyDdxFI24NzNbug3NamDjRY9683AnDjIlpiVNkHrAXu7K8V4y3JrLIsIGIdhEhn87LgXrllpl9vb4kljTbngICY5QfMm5A60++eam+9wLgNCPRl33sA8iag3mjNSvoex2vFBdZtMEHozxrBQh2Jgh0Fe8fF1/tzC3YiDnE+BfcptrWddkwNbvvAuzCmPISL3jUOREQ0co3EQn6HozTow3kzR+PkKVW466oTHe2F7odug/tuzz3kev8+FvJzvOc7KcpbYEmdJcBWRnfsQat6PuaOAWoGgbVAoNtuAgljjbh+XK9xzP/f3pmHSVGd+//b+2wMww7CKKuAgqAOguCGQtCRqFyj3rii8SaaRBMxLnE3miBqvMlNjOiNW6KJWX4al2CiUYlEDFdREEQEEZVNZR8Yhlnr90dT1eecOvVW9zDDzDTfz/PwMN1v1anqru6u8323k/k82coGpBUDzF5IBXsEK6Auyyc08qup95wQ7pw6Eol4c1e3kXahcj5q+r9ZjpBxNDQoWQBRYz+/Q8Cduzc2OV7j6WQ8k0Vcksrsu8vILihRHAKmOC/RRLRRUqDYzJIC1a5nCbi2hG9c0wmhZgh4PQ/27OdqLHdcN/tZ3bfaFPaaza4ZVVsqHkU8Fs1kju+DSD/zUwXSH4J6I7JueG2UD40X6VdS/3fVZzw2aoS8rqYpLd6NfdWUeV96vy3V3mdrsB5TjbrvMJ0Jnji3OBqU17JD6RMAAAXJzI+M6210+xoAeg24b1k55XwavOi4v+O92dnf3XeH0pFTi7q7zgStbl+P9O+ua0TjnnU0bfX1G71x1Zr+9M7bazKeRtOmptq7Nya1yZ/7OvU0ff2GYI3m78lYSFpsar2/eyOJRiPpur+GJuu4/pu23yHgYqvpz+wnRwCyLQ3IJdIvpULmkoYIZOq7zHFcLji6Py44ur/veUIIIe2LjpbeH0QkEsHjlxwVaG/aM3cB4PVrctEd2YLzXCiLS4/jF9G2YwDGfV5wCJj7mrYC4ZhaRl804tWPS+Naa/pj+rzJ7izIzONcu3o+9iyB4BUDTFuBZe5Y29Doa0roivrahiZvyT5ztYEt1XXePNgW6d9ek1lisNCMyO/2NxbUbIY4L0rGEItG9jTNq9X2U/fdqUbzzSwBS68ALfPAEOCu1qhvdLBNqXM3xXs60u/OzV1xntFobuaPNbvAcAiomdrpFcsaDLtaGmCcryLs3Wvliv0SJVBcbWaO7/m/rrEpXfZdx0h/m+A2YVPTMbzIulIvkon063X51bWZSH40kvmC62UD9oj9LjX131df798vk2qfiVTHo5m1yAuVcYOcCVoNfUpIw0+5kfOMl8+NurvlBNq4dX4Bbqvbt2UIZJwbGQHu7msT565t654uoOq4ro9id4O/bED9wXSbc+jC3o26++vr3fN1X0csGvHWDPbevwa1k75fSHtdai3p/e77LtX0S2vppu3+DAKXbFMCfRMFQ5znlCUg2HxNhcQl+6RIf3DKIpBeWi9oX0IIIR2HaAdq5Lc3rN1a4/09pGeJZrMtsevZcih9y6l5bpZ9BAC7yLadr9+Ww7hS80Czpt+S+m9bklgT/bX+faVIv2lT55Vuhmp9o+NL71fHd+f0brAMyMxrbSsGuDZ3jgz4U+btjfz8qf9uBoHa9d6d76uvpVRxGGTS+3XBm3YmmEI5E5E30/td7WO+FjMbotoWzVdeixnNV4V7tefc0AV45rU0WfetVsR7kSHe1XHN1P+dahZAKqZtA+wJ3CoNulsaznQF1DT9nUaqhto4z2zmUCw0+QOgNW0Ijub76/aDmgeq+wHApj1fjmKrAA/upJ8eV4/mW9P799gikUhWAtwW6XfPZ3edP/Mg42ho8jkEVLub1qSn4ac/0q73MxbNNBxUa/rNFKNYNLMUjk2Am+n0cYuI9mxRfyS/vtHJLK1ii9hb17YXsgD2HNN1dps3OikqL3nj/fvp0RP1cU61fsJyfmEThWxT+M1IvpqJYtt30vBe3t91DazbJ4SQjkq+RPqzpbxrob/Jn3IPLEoI9+OQUjiboA3atrklgNISuv4sgLDMBHXc4GCE2vkfMFcp0FP/k0pTwlg04jVwszUIdOd8nkNAtZlLE6rnE3V7F/iXCVTLGGzjuuW17kpg6ntU6vURsAllpfO/e0xjVYCddWrkPHNMV6dsVNa9N222zv9q9/6gsgG1LMDdL6Y0KXePWZiIeQ4+Lb2/3ozYW8oGPCdERoDXGNouFc/0S3CXHkyP688gMMu+7WUDRqRf6QPnasV4LKrN9xnpbyM8YV+b8byYHh01ml9iNNVraHK8L6S61EMmst7gS/MoyiYir9jcqHtBPOatl+p+0W3HVOv2TYdBetxGbVxb7b06rvtarQ3u9uy7eac/6q6n8NuzAOoam7you5Zq7/4I7BQi/Uq03v3h9pbsa8jUbKk/rL5Ue4vNdV4klElFykjvDxLRGfHuXyJvhyWa796Q3DQ2W5d9l3g0+KZt7mtG+sVUeyEFL9euvkG2dIdixSbU+kkTBVtEos+e9VNt9gPKCnHUgK5IxaMY0bczCCGEdEy0mv48jvR//ahyRCLAz//zcJ9NvccN71MaaAtPw/enrgftmxKcCb5mfZYl8lxsafiZ/eTMBCmDwJaGbztfdz93vmU6Gkzxri8FqAdvCizC3rpigBLpr63XmwdGFUeDlyWQVPd1HQ3+7AJzHpyMRz2hXKql09vFueMAm3bscSZYsgtsSxPanQnp12er2/dq6D2HgL+kAMgEA9UeXi5SI79OikarMaLuJUrdvrmf2qzPfZ0RLVPb5kzQg8HVipbyOyEafSUDql11NLQGrOkXKLRcQFvd/k7DIaBeSPdDoz6XSfNo9KV52CL9ZtS92rKaQDSajrrvqmtUou5+Ab69JtNh3tpUL8DRsLteX7LPHFdN7zffPzXq7m6vp/frdfvqF94dV38t6S+ft7a9mobvvrd7xlQnAplIfyaqa6bMV+1uCEmnt9Xe77HV+kV9egmb9I+o+wNh29fWLV+KuvtS9IWaPCCs7i6HmrxEFK7zWBLn5r7+CEDmmJFIugzFTaOSJiDmMdXPirkfkJ74bNi+O9D+5KVjsauuEZ2VlRoIIYR0LLT0/jwOZ/34jJG4dsowdClO+mz1ykozh5Xrjmz1/lcYIqLV+3Ukks6CdOeN8tK8YVl7atAgFmiT+vqY40YjenZlTn0EsnQWpM833Scps6KAJdJvS+93I7i1FofAnrlXXUOT9/6qzob4nmPanAmmE0K9pjF3Kejd/lJVr3y2vhFuewi1D5d7re0p/HoGgU2cb9xZ543rBjHV5oHuXNV0NOyub/JWqjIzCL5Ardi7QBX2XmRdyS7InI8rwDOR/mrDCeEec3tNvRdYLFKCh7Zl+bwSbMVWbIj94qS6nx54dc9pS3XmvW0tv2Ue/zTuPd7yeXUNPs9MkbLEgnvh3Q9DIhb1fkTdD40qht2Lv2lHrfdhlBr5mR+aGrUDvyKGizyRvVvbT7dZlrlzHRj1jd6PhNnkb1ddg7WpnjmuzdGwUck8iBgNNfS6/fS+6o+027zD5sW0RcfNyLmWjr5n2N31jWhoavLZ/eLdH+l3PwdaTX8i8wOStuk3TCmyLkbkzWi+1GVfSM8zjylH5MMmA8E3SdUWi0Y0h4u/DjD4hi9NQExP/YFdCgPPBwCG9+nk/R23pHwmYlEKfkII6eDsL+n90WjEKvgBYMUXO7y/e3Yq0GzqffWgbsWaLbdl+YJT+P3L9mZ/LxdL9aRyxXhMK3PISdgLGQ1S0CVo3Aaj6z+QmXe480NboMKdV5rjZkpOG/zn641r6THgW5rQktHQ6GRq+pVzcq+hO/e2NeuzOQRsfQRcB0am4V69ZWk9f92+24wPAEpcR4MlgKqm9/vq9tWIfL2e3u/2CKttaELVntep9g8oMSL9RZo4V7K8jaCtvbO/7mhQs5u1SH9Sf/8Kk/75bEtA0S/gNfKz1N4XK0ssmEv2pe162nuxJQLuOgTUjveZPgKWJfKEzv7quLb0fvfDrn5x3BujWl9vHtONnDc5wJbqet+4BaawV7MAvFocSxaAEuk305rUXgFe1F25ibvjeiJbtCk3ElX071k+T7VnnAn+5nh+Z4I/Iu86cBJR8+ZgpuL7U/g9mxDNb65HPeh8XdQbs99ZEL6WbjY2v5Mi+xu++rkxJxEHdSvy/nYzP1RG9Svz/jbrHwkhhOQHanQ/n9P7JWyObxf1vjrYbACoBSp0EZgeN7tsQGnOAhhzBMkhELYcsDBnSYqr/wjlBj5nQXDQxbRn42hw54d6er+eIWDum7H7G/mZ+9r28xwNahaA10fA8dXeA4qTwlJS4B7DLbvVou5evX96vp+MRb33zFbT7x4zEYt676VN8Hrj7rSJ/rTe2LyzzuvTYO/Qbzbyy4yx0ZK14NrFkoLaTIN3swngztpG31J/qgb0+q4l/c4EV78VK46PloSiX6BY7cJvpI64H4JqpdOiXkOve8SKLZF+zyGQzETAM96gTK8Ad3s1Lcdd917t+uhmJmwUavrdL47NCbGrPpPa7jXc05ay84t3b1zvmP40IjdlR/3xVSP9btRd6ogvRfPVH2Ofs8AS6W9oyng4bcvnuWnmca2mPz2u2wvA1qzPO46Zgi6JbEnY+7IAsk/DlzII5EY8IRF5sftudlkA9n0V0W+cX18lmm+ejzrO53saO6qcNLwXTh99AL47cbDPRgghJD9Qhf7+6uC9/fRDMXZAVzz1zXE+myqGB/fQRb86J+jVqcB3D9aXxs1hzmJkCKjXRYrmh/ULyiUAoo1rZkRmmbkYdr6+IIfUlFAT2Gmb12MqpmdIunavs7+lH4CU+r/TVm4QyzQPdAV4SigbKLA4DGyRave9rbI4C9Sl9cw0/LQ9Ld43eiLbFnXf7RvX1Usb1YZ7RoNAW+292jjP1pTQFOD6+aS3U0ulM70CFM3olX2nn0vFM6udeQ4MRS8VGUFS0/HWUrCmX8AV0dV1Df5If8pWh6LXZwABAtzwIhVbIuBqpN8V4KpXaPPOPQ0Clch6Ztxg0e91vFdtyjGrjVKFeCzq1fhs2nNM1Uvmnq/rhEhaBPgOS329Gul3U6JsdlvKfEFSHzdhEe62FH31O5RNDb3NIeCiCntT1Jtp5AXJYLtUX286BOIx8waa8R6H1vRbyhgytuCbthSRlzoA+2yCEwIAygqTWIMa3/kAQHmXTDTfPJ8wYtGIteERIYSQ/GF/Ffoqw3qX4g/fOtpqU4MYZqRfveceUKaXBZj2LkV6OZzcyE+wian/wUI5Pa4wN8uppl8VuyEZmkJ6v5kFkBLHDXZu+INA+r5aaYASsffGbdBttiZ/7uegWql1V+ewZuNBaxaANYMgGrifO1+uV7MLlGh+cSqGTTvhaQxtxQCjbEDVWZnGgv7sAlX0u+MVG/vW7qwTx5UdApkgU5ERzd9V56/3j0TSK4nt2N1gzQD3lxS0juhnpF9ATRX3Ok4aDfeAzAdDE8NJ3VOk2szaDc2mrGfpevfc5woSUaVDvxt1t3iKqvzOBDMN3xbpV9Oj9ZQe/cuspcT71qj3i+Eqz+aP5O+qa1TS4v0pW9YU/j3j1jf6nQU+4a56TSP+5hhxYV+xqV6W+wGWH/IsI/3SuG7zO+91CDezSARGfX1wOlyYd1u6gUq2IsPxYd7wewtd9su7ZkR/ypK+2KNTyvccIYSQ/RMHTlufQrtD7eek3lMB/Z6r3ouzsavCVBVOps23bK+QKagukQe0XKTfF5CRBHjovC47J4V/3GCHgFTu6d83OKNUsrlzQXf+bJ6v2wTQW79eKhtI+t9bW6TftTU2Ob7l81S75zBQ9vVWAau2OAS8DAG3yV9UsWXq660l2IZ4t9XXfymIfveYiVjE+36ofQTcen9bxsOXlvR+97uTaR7I9P59jnuh3aUrgMxFU1M1bJ3rvZp+y8V1PwSbLE3+MnXwmR9o1ymg1rp/aRPvCf1DY3MIuM051B/RIsW54aKKRPfD6HoNYzG/AHe/yLYUfXcNdFvzOzetyTeuEB33R9aFqLtRqxa0DIt9XKn2XoiOmz+4Zn2cxblhG9efoh8czffX1+vpZWoURG6KI78WqSmOlN7f1Wg8ZN4IDxBEfz8lvX93QxNM7vqPkQCAy08Y5LMRQggh+zvHDemOaAQY1a+zr9Gher82GwAC8PouAUCfzoWaTb1fdy/R7/MJIQsgrO+PXhogBUfC5kmKOM8hu8A8phZAika0uZrU5E/OEAjpfWQsQ6FFz4V9xQyBmP86qM/5jqnsGzPKEWyp/+583+ZoaGxyrHZ3Dr/DIs5jZnaBpaTA1TVFlhr5JgfYumfp9MIchb2bQWBrHujqN/V1aBngNXp5tjauxdHg6jU30s/0/jagyBDR0UjmR0JL1bCkhxT5ovl+h0AmXd5f71+ldJ9Xf3yKknHsqmv0rXWp/u168NQfJdfWaEul33NMVYDbovluRN7WOM/FlqIvjamSEMV78DGl1HWbZ7dGuYHZSgMyNjUiH5zqJZ2rfVxJgAdH3W2padtrgm3eftHgm6C5b5jol26SZUoXfFvX/4KEsiyfL9KvduHXz1f9fnwZULf/9k2T0C2go/H+zi/PPRw3PL0EvzrvyLY+FUIIaRW6FCVwVP+uaHQc9Chh9pdJz9ICvHPzZO1+6qLec3uV+kW/una4f/6VuZebWXeqc7/MKAvwZxH6x3XnC/6yw2CHgD/VPrtovtRnCDCbB2afBRCXhHs0+HyAEIeBsK/p1JHLGILn8P5j6rYizZkQ7GiwrZxkcwp4zQ4tx3T1SZFlXKtNOR9XE9n00i5rjwFdh9mEu1W/KYHWTZa6fV8wWCv71vVmcSt176foFyhO6V4tteGe+3jH7gbfsnvpffUvku3ieo8tH0QX80fKtKvp9H6bX9jbbEXGlx6Allplilpbmr6L5BBQbclYFNEIoPgZQtL0g39wY4Izwf4DV5/VuHFJnAv7+SL9wvvX3CX7zONKN1D/cn7hZQO1Df4lDYHMequAv0tuN8XLb+siXFaYxOf1mdorFbWO0HQ8qNia9QFAd07yApl62AE4dWQf1rwSQvKWSCSCP3xrnPc38VNWZHeMq+9Xr1L/vbTWkmHnoophn+hXbN2KdZs5R1CXewaMuZCvV0DzmhrLtuBmfOa+5hxFrNuP5yLAjXFNYW/p/J+xBTsaJOEuZceadvOYtpp+u83/fZTeBy3SLzgTouZrUfez/AaoKfPmOdmaEtrGLTY0hrpfKh5DIhbRSidsDgNXM9pWfHP1ZiHT+/c9poA0PaRmowW9E6O+rS2d3iVhici7mB9qn7CPBItsSdhLwj0WjWg3AfGYwriSE0ItVXCRU/iDbQkh6u5PjzJ/VJvnaNDSoWJR7bVJqV7JkFR7Pb0/+HUCIalpwo1OarYD6J9z88dPbeJj7qcKbzPFDgA6K5kA5mvprUQXbA6DioO6AADOGN3XZyPhcBJMCMl3IpEIf+v2kqMGdM1pe3Ue0KPErPdXRL+R+m/OLdRMQXNfM1Am1/Sr80z9/KQyyEgkIq7KJM0VpQwCSYCH9n8y55JK9FcS776ou1TvLwTnTLvUpFrez+8QUL+nUeM7WySId1W4S5kHNkdDoWCXbOqc2Hz//Fove11ocwhkHjO9f59jelrMH6niZLBn0vQGqR8ic7+oJrCDI/Jpu+kUCD6fmCTcjcZuaid46csA6F45c1xRRFs8dm6zkGhEd3D4jylEwJU3wfT6Sh5Y85iSyA7r5FqYiClNB4UbQKg3OdiD7VtuxtId1Taub917w6NudsQvK0x4TR3NfbsUB0fz1fR601kFAJ0Vh4E5MTugTE3v94v+xy45Cu+v244x/XObkBBCCCFE5o3rT0RVTT36dSkK3MacBwH6fFFK7zez8dT7fKeCuE9MqfMSySHgyxDQlhfUgyxhKfyJWBQNTek5qU/Yx4V5pm/Ol106fdgqBWZPKvX99GV+JmOoDbJJzQx95REtE82XbJJuCDtfteu/6SxQM5ojkYiWTaw23LOdkyq6feMaukF6LT67kPWhOgRMZ4EZwGwpGOkXML1l5ofEjJiqnxPpgyBF89UO/YDFyyU4BUyhLIpoI+peJH3JpHT6HGxyypGcEp9tDX1YqpK0zIo/gyD7qLuUQlYo/MhLqWmhdWOWZVZcVC+hlKJvG1cV5766fdVmeuqV1EF3fVhtXOPGrdJTSSncVefftyQVx9iB3azOBEIIIYQ0n75lhRjep1TcxkzRBzI10YA/mq/OEaRmvqUF/rmBOvcwyxIk0a/aSoQMASDHQI86T/etyCRndwbZ0lm1qs2cD+pzW82B4RPv0UCbbdk9bz+h0bS5r5xBkMMxQ/oIqDrH52hQu/6bZQFSRnPC1GSSk0IzafNpKSsB0HVXMh41HDfBGtKc2prXoaWg6BcwL5CZNWZefPWxKShVmxmxVS+2mfYu1awAcjRf/aKFZRCoXyTT0SDX7ccDbeYxc0nFkRrySeveS0vrpe3BP4xSNN/nDTW+kFInfbFuTBD2UokDoGeT+OvjgoW7dJMEjDR8X3p/cKRfvYZVu+thYnrrVVLxGEaVl6FHpxQO6dM5cDtCCCGE7DuumTIUAHDPWYf5bNt2ZVa3snWGdzEb7apC2Zy7ArpYNgMGasRUms/4bfocSnIKyMspG69TrL0PzgIw95WWNZSyAEy7lMLvj8gHz+MAvaRAitj7AndG7b0UFJWzCzSTJuzDMghsq5Bls68c6TeFe7AmMzWGpBlNW2tVKTG9X8D0vJjXQHICmB8o6eKaIlvd1zwH02sopadHBS+X9IE3G2eIDQJz8KxJ6T+21H+VbJflS8SiiEcjaGhyVzAITmUKq20Sf+R9qfbNi/T7+zvoqWjJWBR1jekmOr7yEuWGZXqa1ZuZecwSoSwF0MW5eZMs02r6g3+Vdlgi/Wb3XpNnLh+PusYm3+eYEEIIIW3DdyYOxiUTBlhXXdpe43fwu6iRTCm937aigDp3M+cO6r5mloA6Z/GVMgr9i8LOKaH15ZKdCamcGgRG4CZL+INLauAp+9JV06Zeh0gkojWbkzJno2ZJgRCcCy0LjirHFBqSm3bRZmgnMyCo2s2sWlOHqdfep9GiwY4PMyCv9Srw6UAYj9WIr2BrQRjpF5C8MvbHmb/N66V+UPwfmmDRb36ofdtGgrdVH5s/AuYXSbWbX2xTFGrr1ws/RGH19aqHLJc6I98xxXogSZyHHDOHDAKtaYmv+UqwTWrqCOg1Pz7xLgh71cNtOijMz5Bf2Gc88n6HgGITuuyrKX8uXS2pgeZ5UfATQggh7YugdcMb1CWYDKRGfur8yta0rE5ZMcCM9OvR/OClADulzAwBOQCiBk/Mc1LnfFLPqWhEbrKcU78q1RaShq8eM5d0et+Sh4YtoumI4PJU85jmPN3sIxZ0TNNu2tT309RSvsi6oLvMDAJJo6nbmvv5HQTBtvYQ6afoFzDfc98FEzw8pgBXH0rOAnNfv8g3thU+qOqXxfzimOPEpXGENG6/M0GPVOs2M1oeycpmnp/5w22eg2r32TSvZfb19X4HRnA6l5Tq5c8CCPFEq/VLQuMRU5yrot8WkU8JDU1KC4NLA7oUZ2zm+xfGeeMORP9uRZg+vn9O+xFCCCGk/XHjqcPRo1MKd5wxwmdT5wjdjEi/ufy1iRo4kMogSwuFmv7QSH+wkJayAKSltYuMpb39Ajy4BELqMeAT50I035ybmXNm9XX659OCTQgI+gS4L1gYfH6SdsnF5gtmShpIeOyP0Gcem2XfUla3aTOFvK4LTVvrqH6m9wtIFwiQxbvf+6N+oBBoS9uz/1BHBQGeyzjql9B0WJhfFunLa34h1VUBTC+cvuxdWHZBNNAmezwFz6Two2nawxv5KcLecFionl3zXMNqm7SGfFJ6fw41/e75umvvmj8uZZLoV7IApLV7bZQWJPDaD07gkkqEEEJIHjCsdyn+74aTrPf12galyZ9R069i1tYD9mxBFzWQ4WtMrMyTpJr+SMQfvNHS+82eVILol+eK5vw0uHRVXJlKEOemXVre2TxfvziXAnfSHD7YmWHua85zJUHuD0IGC3kpCOnTToJGk0qufdnXYvQeOWzLSH+bk17zVX9s2lWiQoRe8/6EfGji4ocPgdtKaSZ+z5oxjvJlMWv6fV8k9UsXUjYgpeJojgbTgyj8SJk2aV/JmZDTj7HQ1AXIoaTAXLJD8Bin7cHR/JJUcNlAibCuqHlOJlrdvrBMYHWtv27fjeJXjuxtHZuCnxBCCMkfgu7r6lK8UulekSW937aKj0u2zfo6CdF6cz4FyM0FVUeDlKGpLiln2tL24M7/uZS1mkE0PcM12CEA6PN0KdIf5mjQdENIpD8hiHXNIRCN6FnTOUTk5ai7ZrJkPwdvK5ZnCxngYVnd6rZhQeWWgpH+EKKRCBr3hKr9Xhv/tsE25e9cOjrm8KH2f5EUUR0izvUvXbC3ETC6U4Z47BLRCNzerv40/OBz93kfJc+klMIvpf6H1CDpTfX0NT+llC3zR7RQcAhIKyMA5tJ7uUT6MzbH8dfcSWuAqvVzthujS7XlpvzDymE47uDuGDugW+B+hBBCCMlvepUW4JlvjxeX6wXsjfx21wdnEqrRfLORn1bTLyxPbOtJJDXykyL95tJ6QTbA1h8qmpXN7OxvCnCp4Z4vvV8NosX8c/agc5fS+/1Rd0Fj5FAyLGcah20rRPqFDGspC8Dfr01/LEXvpcf+IDJaBYr+ENT3PewCRpSLL3qcQmpCsk0z8W0reK78DgHtoZExEGwzjxNamxOLAmi029Qvr5BmZW7r/wEzfvyyrG2SmpKY9kgk3WTOTTmTI/3BP/JSJB+wraoQvCZpiVDTr6am1VpunpLXXY30m5kJKrZIfyoew4nDegXuQwghhJD9g8MP7BK6jdlQLwx1jlWaw5J9UgM7QBfZUpNlaaUn3zLWvv5PUhlpsC00KCWk5SdjwRkEUuaslPpvjhPWVE+di4up/yHiPJalODf3lSL7pl3SUpIGC9tWEvb+mn60CkzvD0H3xJg2aVsheh9SuyGmrwgd+uWOk8FfQPOxzyZ88cO8colY8LgJwUvo8zAKkf5c0vtTWlO9YJvNLi2Joi8/KDgEhB87wP+5yVbYm+eqfm52N/hr40yvsUpnoaYfAM4beyASsQi+dfygwDEIIYQQQoKYelgfJONRnDOmPKf93GWMAb3xMCA38lMxRTSgz8/MPgNqRNxf06+IfqFRHyAvR23Oy/Rlo4X9Qpr8+RvyBZe5mktgS+PKNf25ZBPnoimy37alAqhSFoC/7Nv+d3pfGNsqmhHB47QkjPSHkFtNf+Zv6QPma+QnjWOmjvg+jPZjpB8r6f1hfQQEj53vi5SDAJfqeLT0/tBGftl5PM19zZQeqaTA11XV14U/+AdOS+8XHAI2ES2h3lzE9H5h+TxrpF/YXh3X/NwAwJ1njMDNUw/h8nqEEEIIaRa/+PrhqG1oynkuoab+m/NBdY5npvfr2/nnQE1KKWRRi6X3m/NIs6ZfSO+XlqoWovVh6f3ialhqpF/oBZA+P3WuHawpzHGlXmC5dNn366xgPRK2VLoUmI1laQs95l40/WspGOkPIds6/bBt1esXmh4ifKhzS7VXzi0a0c5J7nKZw5c3bFupQWBUEuc5eCaFfaVovr/ZScYWjfh/FLQO/WIWQHCkP1fRr9ftRwxbduPaIv3STbb7nqV1ohF/ehyQKXUghBBCCGkO0lxixuSDAQA/Ov1Qn213fWZOYwbftPR+S6+AzHZ+UVXfmBH9kng3U/jNJftUNIEdi/rmlWoavD/1X43mBwe7whru+YJoWUbzU76VsrIP6kkBQTOgFhd1jKQbQvSRWuJsap5c0vuztAFhNf0IfMya/iz4wQ9+gKVLl+KnP/0pDj1U/2F48skn8dxzz8FxHJx66qm48MILm9U5XF9HUfbaaNvmIORzWgVA+oAJDSWA9JfFTYuy2WznCshNN/xf7FxS+LOzmfZYNIJYNILGPV31/A35ghvn6d37zf2C6/0BPfXK36E/uKa/UHAWhJF1pF8YV71B2s7JJBGLYuntU+A4jvV9IIQQQghpLa44cTDOrihH784FPpttTuMi1fSr2CL9dcoyxFLWapHQVM90YkQiEcSjETQ0Ob6+Uel9FdHva+SnCvvg9P6wSL+vX5WQOatH+mWBq0X6hdR/c18p6BjayE/IShY7/edQ/+/vyJ99RF4O/uawLVqHDjuj/9///V8899xz+Pvf/46tW7dqthtvvBHf/e53ceyxx2LixImYMWMGrrnmmmYdR6vTF2zm41y6NIrLQ+SQShLadV+K0GdpM8cNrb8RovmJLLv326Luel2PGbEPPr+U0OTP1thFRU3hN8fVmvWZy9wlVUdDjpH+ZHCHfm1ZPtPjo1Db4E/v71WaEo9bkoqLqXGEEEIIIa1BJBKxCn7AXxevkm1Nv21lovpGYcWAbNP7k/5x3X1twRaxbl+N9OfU5C8s0h8cuMulpr+5Wb9SUE9ahcy0h2UlS5pHXvksWHf5A6/QH6sZ1jkEisPKx1uKDhnpX7ZsGW677TY88cQTOPHEEzXbF198gbvvvhuPPfYYzjvvPABA165dcd555+H73/8++vXrl9OxpEi/tK6i+XsipveL9f+yqJYa+Zk6MC6MGxO8Z/4vi2oLScVRv+iCQ0Bczs/y45yMRb26Lqlpia/eX1qyT/lRbWryL3On1mKZP6KaQ0DKArBE5BOxiJZWplKYDM4SUCP9TZZl+VxsXvGrJh+M5Z/vwJlH5PZ9IIQQQghpKy47bhAWfbbNOn/RUu0TUiM/vwCvy1L0i937LcI+HosA9faySl30B4tssxeAFOmPRSOIRAB3WuhzCkirYQmZvGYH/ogmnIOPkT4noW5fCOKJzflyKZX22TJ/+zOztYd677SwjAFJkwmacV/V9Hc40b97926cc845uO+++1Be7u/4+corr6CxsRGnn36699xpp52GSCSCl19+GRdffHFOx5O79wdfUKnZQ1h6vxTpl9L9Q50JQv2N5D0z0/DV8zWFqP9xduk/vpr+WHC6PCCLd33t0OZlATRaRLQe6TeEvbAqgHoTsHmXE7Eo6hvt6WrSEoNqilmdJZofjQBNDjCge4nPVlaUxB++dbT1mIQQQggh7ZEuxcHzF3Vep/Y9MglL75fGNev2pXp/IDPvM0U9oM9f/en92Ub6/a8zAsCdxeayLF8sy7KBsOX8fCtwaSn82Uf6/YHP7Gv6RQEu6Syh/FlK/TftUmd/c9uwoHJL0eFE//e//30cfvjhOOecc/DRRx/57J988gnKyspQUpIROoWFhejWrRs++eQT65i1tbWora31HldVVQEA6uvrtZT+CBzU19dnnjCEYUNDZt1yp0n/8WhqavT2bWys12xwmrRx1a+DdMx4NKLbmgzhaI4byc4WjcA4pl7npNoc45hOkz6u+psRcRzjdSrjRnRbxMmM63udMH5whGNGkba5dv2Y8I3rvQ7Hb9O68ivXEwAS0cx18V0zwOtBEI34beoPlWmLQhm3qREBp4uaunrfvk9fNg4PzVuNqyYNDnydHRX39eTb69pf4fXML3g98w9e0/wiX69nMgpcOXEQHDgoTUUDX18i6n/tquiX5mKJqD7nVOfeScu47hyvIO4/H3VaGYM+bkSZr8bNObKiMdTX4v6vJqtGHH2+qi3nDVN/qMfUX4sTMi9XswsiksaAOd/PnGzMfP9MXdPUkHmNRmaGqT9i2jH1caPaMfXX0uTTNap+MxxDTeY1y4xrzvcdQzM2NiqvxXLM1qDNRf+0adNQU1MTaB80aBDuv/9+AMD/+3//Dy+99BIWLVoUuH1dXR0KCwt9zxcVFaGurs66z8yZM3H77bf7nn/ttddQX98JbjX/5s2bMWfOHM++YX0UrkSPwNFsizZHAGS8bwv+/Sa+fD/9d20joL71H61cgTk1H3qPt22NecfcsnmTNu5H65RxnSbNtq5aH/ffb87H50szr6ehLjPuRys+xJzq5ZnXsi7zWrZs2qiN+57yWpymRs2WzrBXjjn/DaxTAsvbt2bGXfHhB5hTtSzzWtZnxt305ZfauF/UZMZtbKjXbABQvzvzWt58Yx5WF2Vs69ZkjvnBsvcxZ3PmTViy6F3vmF98vgFz5qyDTua1mMfc/GVm3NfnvoYypSz+/a2Z17J08SIk1r2rjxqJoRERrPvsM8yZ84lma2rIvBbzmO8r7/0/Xv47/NUB6fNd9N5SdN64xDRiSidg2YJ1WOaz5Acvv/xyW58CaUF4PfMLXs/8g9c0v8jH6zloz/9z5qywWNNzps0bv/DNt6prgudiSzZl5mLzX5+LTkrLo+11mXFXr1yOOTs/0Pat3zP3rq7a7hv3yy8y88o3Xp+LpcmM7cPPM8dcuXwZ5mx937Op8/3tWzd71zFzPTNz2VdefkmbO27ZlDnmksWLEF2bma+uVDTG5+vXYc6cNZ5t9Y7MuE2N/nl5FOl5LgAs+Pd8bFD0x7YtmWOuXrUSc+oy12bVmswxd1ZV6Zpnu/5aXn3lFRTvee/TGjpjW7rkPRR+vjhzTEVLff75esyZs9azffxZ5nyaDI3x4XZdv6laqtHQPB+vWoU59Su9x9u3ZY5ZtV1/Las/zRzTfS2le673B9v0Yy5fntGELUmbi/7vfOc7WoTcpLS01Pv7l7/8JeLxOM4++2wAwK5duwCku/hXVlbilltuQVlZGbZs2eIbZ/PmzejSpYv1GD/84Q8xY8YM73FVVRXKy8sxceJE3PvRElQ3pJ0FPXp0R2Vlhbfd3KeX4q1N6wGkU2IqK6d4ttj7X+CxFZkP34Tx4zG6vAxAusb62v97xbMNHzYMlccN8B7//vO3sGpHujlhr549UVl5hGdb96/VeOGz9AcsEY9px1z5xU7c/d587/Gxx0zAyL6dvcd3LXsdVdt3AwAOOWQ4Kif092xvPrcM//4y/YXo3asXKisP92ypD77EIysWpf9OJrRjNjQ24QcL/uE9Pv64YzGsdyfv8Z83LsTKqs0AgMNGHIrKsQd6tk3//gzPfpp2PPQ9oA8qK0d5tjVbd+Eni/4FACguLEBl5fFQ+cVHb2DTxmoAwMQTjseA7sWebdlLKzF3w2oAwOhRh6HyiL6or6/Hyy+/jPFjx+CXy94BABxU3g+VlSO0cb/35kve35WVlZpt/rPv4+1NaSfBlK9MQrfizK9zl48346HlCwEAR1UcicmH9NT2vWPJXNTurMPgQQNQefJQzfaT9/+JnVW11mOmPvgSj+5576dWnuJLF3LP94KTJ2BE31LsL7jXc/LkyUgk2HCwo8PrmV/weuYfvKb5xf56PWctex3rt+/GNyYfjimH9tJsN7zzCrBniWNzLla/aD2wMq38vnrKV7QU/83Vdbhl4VwAwBGjRqKyQu818N8r/oUttbtwQK/uqKw8UrP98+mlWLhHR5w6ZTJKCzPXonrhWvxpdTpkc+ToUag8/ADP9tGXmfl+vz69MXnyodr1VOeyXz1Vfy3Pb30Xy7ZtBACMO6oCE4f28GxfzP8Uz32WFpwD+x+IyspDPNt7a7fjZ0sXAABKLPPy69/+B2r29No6wdACf1K0wPBhQ1F5/EDP9uk/P8aLa9OZ2927dkFl5VGe7e1Pt+IXy97yHp885SvaqgwzFrzkZTUcefhoVB7Wx7OpWurAfn1RWTnSs616dRX+vm4VACCVSqKycqJn67Z6C3617G3vsaqlmpoczFiQcZQNPXgIKk8c5D1+YsNb+HjPMbt2KUNl5VjP9sHLK/HK+tXe48mTMzqi9KPNmP3BQs92yCHD0Bq0ueifNGlS1tvOmjVLE/QbNmzAvHnzcNZZZ3kN/UaPHo3du3dj+fLlGDYs/aZ9/PHHqKqqwqhRo6zjplIppFL+buaJRMKomY9qP45mnYdqSxgNRFLJhGd3IkbdTjymj6vWs8f0YybjmXHN80ml9B/uZCJhjJt5Lcl43BhXqUmPB48bj+qvMx7X01UKkonAcZMJ/Zgp5T1KGu9BkXI9zGOa4xamkpq9UGlwV5DUj1lUkBHqqURMvNmZtsKkegz9mCWFmfMtSMV9+7q1Wub5AHqpgu+Yyvkmk0mY/N8NJ2HtthocfqDdoZXvJIzPOOnY8HrmF7ye+QevaX6xv13Pv155LFZ8sQNHDejqC6LUNygp/MZ70hTJzNM6FRZo2qBIWWTAnAMDmTlekWVuqC4FXVKUQkKZ26a0uWvCmOdm5oPqvNJ2PX3z54Q6f04EzstT5pxdmQObOgFwNVGTdVx1nmuOm1SO6dMfSWNOnEoiYSyf7TZgTCVNzaPqGn2+r77PPp3le7+CvyM+/Wb0HAg6HyB9fV170tCMiVjryPM2F/25cNRRR2mP3Zr+sWPH4vDD05HpY445BgMHDsSsWbPw6KOPAgDuuusuL3KfK+pPgrwMn76f1BgidJ1Hqcu+sF5k6JIZYgOM4OZ30rJ7kUhE6z4vde+XG+4ZNqUw32wAaNql7v3ma5FsYahNVswmJWojP9u4bjM/m83W3M9ldL8yAEBZkf0Hp2dpAXqW2pe1IYQQQgghaboUJzF2YDer7dbTDsGNzyzF5ScM8tnU5fx8S0gLK1Gln3Mb+Vk6++/ZNxKRl9bzde9Xg3g5LgWtdf4XjiktBWhbflpvFi507xca+YU1CDTf32gUQKN7jGC9ZGoXqZGftIw6kGmSbY7jnY+wn/44WEO2Uh+/jiX6syEej+MPf/gDTj/9dAwZMgTRaBTbt2/HM888Y42UhiF279cEePCFN+1SF0nAaOwhdfYXukbmuq/6RZIcDbZO+vFopvu8z2EgdOhPxIPPRxXVttXoktq4wc4EU5xL3fvDkJflk38M3R97W8dY6Tw6FyWw6JbJ1u6shBBCCCFk7zlv7EE4cVhP9LYEUhoCllUG9HmmPbDjNvILWM5vj83MPNCj48Fza9MWhiayheX8/J39ZUeDNK4u7FtO16jZBfLyfhBsIce0jNu05/MgB4N1m++x2ugc8rYtRYcW/QcccABefPFFjBih12VXVFRg9erVePvtt+E4DioqKqzp+9kgLcNndrzXbcFOgEhEX0PT1HzZfhgl4Z4+pvnlCN5XEvbqF9TczzvungaV0rJ8/mUCgz1/6n420a8tOSItyydE+m3iXEKM9As2QI30+23D+5RixRc7A49bVpS7s4oQQgghhGRPn87+RuAA0L0kWENo82cx0h+c6Rm2nJ8Z+ImHCHAJKUtAWs4vHvI69Xm5oTEEx4i+ZF9w5kE0Ylsiz378tE3IPBC0VJgTIP3YzW5G4LZhSwHKGeBoFTq06C8qKsLJJ59stSWTSYwfP36vjxERL4oQ6Q95HItE0LBHzUrrPErCPcwbJXu9DHEuZgHI0XFJ2Gse0BwcAqqtyaL61e+vmN4vRPpzdaQV7Nk3Ho34vHCFmui3RPqTsUDbbV89FEXJOM4ymr8QQgghhJC25eQRvXHJhAGo6N/FZ1Png7agj/ucOw9U8SL9ltR/LZpvRs4Vm6kFwlD3NbNP1Tmzmo3rs1nmstFIsF1yGMS07IJgHWMGB83nJGeClGGda6Rf1n7qMRBo828rn0NL0aFF/75Afd9NoReN2LcDcvMUSR8w8/dD+qCGeZW0L4DvmFJEPiTSn63DIAeHgDqOVfQLHjwpmp8MySCQcH+UbY4P9QfbZi9JxXzbuXQpTmLmf4z0PU8IIYQQQtqWWDSCW756SOh2tsxMdx5qTe+PCvX+an29L71fnXeHnpZxzOBIv1jvr4pzSxmDOqeW5vSSsPdH3YM1BCBnP0uBTvUUzGHDtJXeWy17mxjgNc6hlTQ/RX8YWn2GYVOdAP7aDXMc47HSfEL80AgfPr+oD07TMR/7mvwJNf1SMz7zPHzCXmikIUX6VWziXH2/fZF+pUOm+R6o3tKmptxUv/ujbPuxS4WUDXzjmAEoSsbxFWOJGEIIIYQQ0nH5ybSR+HRLNQ7fszS3iju/tUfz0zYzkp/eL/Ocr5GfsXpYLmjiXYj0m1kAYWUMaoBOjPQLWsXXR0AQ9b5xhRJnuaQ5RDsZ46pvt7ltRNBovmZ92uPgcVoSiv4Q5Jr+YC+N5Bky7WKDCVPYC/X15gdTqqGXHA257AfIX4BsU/hNh4CKTZurQ5nj6gI8OPOgMcdQv1tzZfuxi0YjSMWjqG1osjowjjyoK448qGtOxyOEEEIIIe2bc8ceGGjzIv22un2hs38iy0i/GagLQ6rplzrph/X30rcN7t4vNfLzlSWHBB3FBuXCuNIqabk0RZcCs9llfLt/w7ChVcgxKWT/Q6+vN2327YAsLraUHpLlh8b35QhJJZGFfZZfHIvgjWjbBtcd+Wv6I9a/TZyQ9H7TI5btsny5pve766kGNQD86qgDMKpfZ5R3LcptYEIIIYQQkndMOqQX+pYVYvyg7j6b5BBQ5/BmIz+p31gY6ub+Jfuy695vQ51SywI8+wyCsJp+SddItfe65gkeE/BrP02jCU3bpXr/sPNjTX9bobzvvpr+aLDwlLYFQi625EXK0gbkliUg1fvr+/m/dBHBSSF5BvVIf/AH3FbTL30dpEZ+Ko25pvfHZdF/71mjchqPEEIIIYTkL2dXlOPsinKrzWvyZ4n0qyWotvR/F3POHoY6p/Y18hNr79VG2P5j2gJ03jlmK+wNjSEFOs3n/Cn89u3McU1d44vsC/pOFvLBNtPeWiLfhJH+EOSafnU73eaP0AfbJbEu7hdWQpDDWpgxVYALX3Sp9t5m19P7g2uHxJp+y3NSvUu2y/Llmt7fr0shIhGgb5l9SRdCCCGEEEKywZ1PlnfxZ4g2Zin6c03vV+NdUlM9fxZAsB4C5OxZqWwg2xR9mzCOCg4DVcxLQVIzNhjWmF09fSmgK9X7m4999f6tlN/PSH8I2df0h4h8aV+h1kTyOEnrVdr2zTqFX2jkZ/Moas4PaV/DltRS/3NLw5e+D8ksGwTm2sivvGsRXvzesejVqSCn/QghhBBCCFE5cVhPPPudCTi4VyefTQ1MSXPkXKPETcK40nJ+UkASsAfobONKGsNX7y9k65pj5RLpF4OggiYD5PR+sXu/ECgOa/7eUjDSH0K2jRbC0jik5f780XzFJn5Q9f3MY+SyfIWU3m/rVq8fN9iWELIEsu3eH7Zkn0lYJ31p3G8dNxAAMPWwPtZ9hvUuRZdi/5IshBBCCCGEZEskEsGo8jIUJv3p/YN7lGQ1RlitvUlzI/JSSXN63OCBpdp8bVk+oXu/jWz7nEn90cJEv5je79NhyjFyKetmTX/7wy/cg78AoZH/LKP5khcp7MvgF/bBNfRS3X6Yp01C9dpJywRKP1rWSL/gh1C9k9K4jU3+534wZSgmDuuJ0ZZlVwghhBBCCGltepYW4G/fPxadChLidrnqQ1vAy0WPugdPtG2HlCL92TYSlyLyNsQVzQTNIwVBwxqzy9H8bAPFpiNB37aVAv0U/WHowl63Sd6e0HQRyWGQZdpJWB1PLg4D3dMW/IV0LF/riPDxjAs1/dmm99sb+UmR/ozHVGrkZxs3EYti3MBugfsQQgghhBDS2gzrXRq6Ta6N/ORIv5reHzyuLdIvlcxKq4DpDoHgxoK2l6lF+n3j2scx9/MFOkOcAKpZXI49hxr+sOzwloLp/SFku/xCWGRfSr0XG1dIH9SwtBfJm2Yunyd4riRvHxCS3p9l937Jf2H7gZKOGdaD4LLjB6FTKo7vTxoSPAghhBBCCCHtkLMr+qFrcRJnBawMEESLRPotc3Ax0i+Mm61DwHZMqaZfD6AKzQPNTGyhH5pvXGHJPikDPHw5P7QKjPSHkO3yC9Kye4Dczd/8XkkfKPULkWvHTiklRV7rMvO3VYALx5Tq9tXXInkec63pV98z27DXnzIMP/jKwWJ2ASGEEEIIIe2Ru782Cg2NTYjHoqivr7duU2zpFSD1sNa69wsrBlhn4FmOK6Xwm7awiLde0x/sTDCn++pjv7PAOIYQzZeEvU/bRex/h43TklD1hBDR/g4Ww2GpGj6HgdAQQ+7Qn32k30RfIi94KQ5pmYlcl8/T0vvN7ALFJjUAsVkkf0dZUQInH9obXzmkF7oFNN2j4CeEEEIIIR2VoLnsoxePwYDuxfjNN47y2cSGe8p4UqTfJkrlmv7gcTXRL/YRkDWPmGpvaJ5cGvmZSPtm26zPl85vHKOVND8j/WHIXRqFyHmI16a5zfqksoAw9H4Api1YnKvYfizESL9Qq6OJfmEM6zGFb0QkEsHsC44URiSEEEIIIST/mDi0JyYO7Wm1Sen96pw9mWt6f9bd+7OP9Ieh9hmT0vBzWbIvLMoeFTMIgoO26rDhNf3iKTQbhjtD0KP5ktdG3y/sgmb7gTM/UFL9Shhxbfk8Q4ALqf8q1q+0cBqq107ypsnp/ZZDttIXghBCCCGEkHxESu+PCeJcJdea/qgQAIxnGXQMm/fn0h8t23Jn+3Eyf0tiXSwJD2sW2Er9+yn6Q2ju8gth6SJSF0fJUySllYQRy9I7JXnacq3pl7pn6uMK6f0W23cmDgYAnDf2QOHohBBCCCGEEAC4/IRBAOzzZ0kMq1i79wvzeHXrhBDpTwjrcdvORj1kTpH+SHY2G1KavpTFLTWGDwsUtxRM7w9BS8fw1fSrwj3Ea+MT9srfzUzvz/VDoWcJZF/TH0a2S0vExOXzgvcrTvk/poN6lGD5HSejIOFvUkIIIYQQQgjRkebPqs4RRX+Ox1Sn+Gbd/t5kMKvINf2ClhKcBTbEmn6hX1su2eGtBSP9IUSyvEj+Rn3B4wA5NOsT61ACT9uK7EwITsNXsTbyE46pvm7Jg2cb99GLx2Bg92I8drG/EQkACn5CCCGEEEJyIGj+XFoYxykjemPKob3QvcTeCBuwB/ukMl3VKHbvF4KD1mGFc5I0j7RKWhhSlrf6UM7wlgPFbOTXRmRf05+9R8ccy18aYB8nbWu+R0zzphlfrL3xtEkfTtUkOhMsvxZSIxJCCCGEEEJIyxCJRPDA+eGNsMNS7X025W+ze78q9KUVA7LNKnaJCZpHS+/P0dGgZ1wbtqxLwk2b7ARoKRjpD0EW9va/AXkdR0AW72rUXf5A5fpBVaL5xr7Scn4a1u79QgqQUDcTMiwhhBBCCCGkHWFv5Cf15sr8LWcw51ZSIPUDk3qV7U2pdNZL9uW0nF/wMVoSiv4QxCUWsqzdsCF5g1Snk+/LsRe191Ldvh7pDx7Dmt6fZaRfqpM5/MCy4EEIIYQQQgghbUZBIi0QThjaw2cTI/3icn7qymItJ3Y1cS5otFy1lCjsBWeCVBZgejSY3t9GyI0XhDSOEHeK1MVRajAhdYYMQ6o10Wv6hdr7HCPyYaf4+jUTsXpzNSr6d81tYEIIIYQQQsg+4Z/XTMSStdtx0nB/6a1Y0i/Y9MxoYUNrdkEwUtny3pRKi70CVJ3lq9MPfp2s6W8nSLX3ktcmLNKfbfdHccmHXGvvEXxM9cshpuGLXzE/3YpTov3AbkU4sFtRTmMSQgghhBBC9h29SgvQ65ACq+2IA8vw1idbUVaU8NmkgKGawSyWC2d/mgCMJft8ywQqf+ea3i9E8+WafklPyun+LQVFfwjNbeQX5jmS6kmkzv5qGszefCZ8oj/LsgHbF1dqrnHIAaW4/pRh6NPZ/iNBCCGEEEII6bj88twjMPufq3DBuINy2k8LNOYobERnQpYiO/f0fuVvIzE6KmRqy4385MctBUV/COr77k/HCLaFOY70D5xhk5bWa6GcD6mpRc7d+0Pslx0/KKfxCCGEEEIIIR2DXqUFuPWrh1ptYnp/lpoj1+79UoPyeJbLlNuISZnaWa/qZqTzQ37cUrCRXwjZ1/QHi3NbAwv1g+JbW1JM/VePL5x4COb5JtQMAmFce6S/+edBCCGEEEIIyU/ELvtqrbswhs0mORPkMmoE2sJQNZtY02+MKzWGjxhqvLV0FUV/CHJNv5rGgUCbDanZg9TIT/VO7c0yd75If47rVKqcvyeVZ9xANuMjhBBCCCGEpDlmSHcAQNKyPJi0EtreIC+N3vzs5pgWfA3WhVKzvvCa/tZR/UzvD0Gu6Vf/Dm7GZx9X8kAJXqS9cNOoQ/mdCcpjadkNy3P/OaYchx5QioN7dWr+yRFCCCGEEELyimG9S/HSVcehZye5uXfOSBkEkujfi5XQpHFF/ZZlY/j0ODmdUtZQ9IegpWMYNt2j0/wPjbmrnt4fbGtJ1PMRl92wfMEikQgO61fW8idFCCGEEEII6dBkExgU0/tzlD+qXjKzm6WGe2Fkm94vCXtfer/vlbOmv00QGy8InRhzGVdKO5FWBcg1u186xUSIW+n00QcAAL4zcXCORyWEEEIIIYQQPwWJtAYZ2bdz4Da5NrfLNtK/N84EX9BWcCZI5eK5NoNvLoz0hyA18pMcAqHjSh36hQ9qS9a7BJ2PLVvmv88ejWumDEW/LkWtcnxCCCGEEELI/sU7N0/GrrpGdClO5rRftqsCSGn4LelMiIiaUT2+aWNNf7tA6rYoOQTCiGnjmqJfOUYLLtaY7WfIsXyNotEIBT8hhBBCCCGkxShKxlGUbFlJqgpyaZnyXFG1lNgrQCopCIn0t6D008dtnWHzh4iWxiHVZ+xFTUgO6zyq7E33fkIIIYQQQghp7+Qa/Jaal+9Nf7SYoNGybf4udf232VsKiv4QpKYMUhpHc48BGKkjLXjhw1JYyooSAIDD+pa12DEJIYQQQgghJFfOrugHAPj+pCE57adqHn8jP2W7vXEm+LruB+u3bFP/m3NO2cL0/hDkmn77dtmgbi15oFpr2QYb//7hSaitb0LnPeKfEEIIIYQQQtqCWWcehh98ZSh6lhb4bFLGs1qqLKXh55o1rToTpExtc/U1uTG8MU4rde+n6A8h+5r+lkkVAWRP0d4QNlRBIoaCRKzFjkcIIYQQQgghzSESiVgFfy5Iq6TliupMMIO2Ugp/JGC7zPYZBwRr+tsI1aPjq93Yi/QQbZwcuvcTQgghhBBCyP6MrfG4DanL/t7oN3H1NaFu31azHwn4uyWh6A9B9Nq0UKRfWrqhJbv3nzb6AADAcQf3aLExCSGEEEIIIWRfctOphwAALj9hkN+o+APiLVgrLQWDI0J5ttQLwNy3tRr5Mb0/BLmmv2Ua+ZneoHiW6f02D5eaHmLSs1MBlt9xMlJx+noIIYQQQgghHZNxA7vhgx+djMKkXJrckknTenq/bpM7+2cfKN6bQLIERX8IWgq/aduLRn76OPsuvZ81+4QQQgghhJCOTpDgV+OfUuR8b1SWP4Vf/Tu4JDxc9O/FSUnjts6w+URwqn1YfYZLWMWJNK74wcix4yQhhBBCCCGEkL3DL+yz6+wfGiem6G8b5Jp++3Z7y95E+icN7wUAGNKzpOVOiBBCCCGEEEI6AL07713H/2yQg7bGtjlkh7Omv43IvqY/xwskbK6u7Wiu8xjGvV8bhT8tXIPTRh2Q246EEEIIIYQQ0sEZ1KMEP//P0ehRkhK3a0l9HRNS+CM59IFrrfR+iv4QtEg/BI9OC+ZMZOtMsGX3dy5K4NJjB7bcyRBCCCGEEEJIB+L00X336fGkVd3aQyM/pveHIHlmpNT/vaE1G/kRQgghhBBCCGk5VLHur+nP/B2mGVtL+VH0h6DX7Tc/VSMX9qpsgBBCCCGEEELIPiMmNOvLZZn31qrpp+gPQeq22FJL9pmo3iGzSQQhhBBCCCGEkH2LI6ycpko2M9IvBZGlcVoSiv4QpHSM1orIa+n9lnHLuxYCAE4d2afFjkkIIYQQQggh+Y6rtSYM7t5iY6qBWrGmP0R9t1aWNxv5hSDX9Oew5mIO6JF+v33Olcdi9aZqjOzbueUOSgghhBBCCCF5zts3TsKG7btxyAGlLTamFAzWNWPYkn0tdkoaFP0hyDX9wba9QftgWNo5dCpI4LB+ZS12PEIIIYQQQgjZH+hSnESX4mSLjqkv2afbcikJZ01/GyHX9De/kZ9NzGdshBBCCCGEEEI6AqpY99f0t07z91yg6A9BrOnXPDqU6oQQQgghhBCyvxETUvg1PbmvTsiAoj8ENSIv1/QHX0Kp06ONgkTM+7swGRO2JIQQQgghhBDSEgzr3QkAMGl4r5z2iwqR/vYQHGZNfwhSDYZua7ljFiZjePiiCjgOUJLiJSKEEEIIIYSQ1uY33zgKzy/egK8d0S+n/SKCLqTo7wBEtKZ6wbaWvpgn5ehdIoQQQgghhBDSfHp2KsA3jhmQ834xYcm+SEhuvZNrWngzYHp/CFIK/9408iOEEEIIIYQQ0vHJdsm+toKiPwQ5VUPdru0vJiGEEEIIIYSQlkeKx6tL9vlr+uVx94WOpOgPQa7pb730fkIIIYQQQggh7R9pWb72oBMp+kPQavojpi3zN9P7CSGEEEIIIWT/Q12yL2oIwzDNz5p+C0OHDkX37t21f3fffbe2za5du3DVVVdh0KBBGDhwIK644grs2LGjWcfLtj7DvLiEEEIIIYQQQvKf9l7T3+G692/evBkzZ87EtGnTvOeKioq0baZPn47FixfjySefRCwWw/Tp03H++efj2Wefzfl4kYj9b8Bs8tf8cQkhhBBCCCGEdEyiak1/jqI/EokArRzt73CiHwA6deqE7t27W20rV67En/70J7z00ksYN24cAOCXv/wlTjzxRCxZsgQjR47M6VhyTX+wjRBCCCGEEEJI/iMFg9tDQniHS+8HgOuuuw79+vXDhAkTcP/996Opqcmzvf7664jFYjjhhBO854477jikUinMmzcv52NJF1Bq2BDGicN6AgBKUh3S70IIIYQQQggh+w2SflM1o9m9P6w7/76o6e9wivOEE07AZZddhsGDB2PevHn4/ve/jxUrVuDnP/85AGD9+vXo2rUrEomEt08sFkP37t2xYcMG65i1tbWora31HldVVQEA6uvrNYdCU2Mj6uvrvceNjQ0ZW1OTZjMxbZOGdsNj04/E0F4l4n6kZXDfY77X+QGvZ37B65lf8HrmH7ym+QWvZ37B67nvmDS0Gx4P0G9Nii5sbGwIvB5NTU5OmrGlaHPR379/f+zcuTPQPnLkSLz22mve4z//+c/avrW1tfjmN7+J22+/HWVlZXAcB7FYzDdOPB7XBLzKzJkzcfvtt/uef+211/DB9mIA6fHe+r//w7YPM56Y6nrAfQuXf/AB5mxfZh7V+2vOnDnWY//fh9anSSvx8ssvt/UpkBaE1zO/4PXML3g98w9e0/yC1zO/4PXcdyyw6Lcdii587dVX0TlpbpG2rVu/DnPmrNFNTgxAOhtA1b0tSZuL/oULF4opDfG4fIpjxoyB4zhYsWIFjjrqKPTo0QObN2+G4zhaKsXGjRvRo0cP6xg//OEPMWPGDO9xVVUVysvLMXHiROxaWY1nPlkOABg3bizGDujqbbe9ph43vJ2+MMOHD0flhP7auN978yXv78rKSvF1kNalvr4eL7/8MiZPnqxlgZCOCa9nfsHrmV/weuYfvKb5Ba9nfsHr2T7YUl2Hm96eCwCYdNJJ6NEppdldXdj3gL6orNR7zM1Y8DLQlNbDEydObJXza3PR361bt73af+XKlQDgCfqxY8eivr4eCxYs8Br5vf3229i1axfGjh1rHSOVSiGVSvmeTyQSSMQzWQOJeFz7MiUbM9vGYjHxi8YvYfsgkUjwWuQRvJ75Ba9nfsHrmX/wmuYXvJ75Ba9n25JMZILY0rWIRiM+mxoAb61r2KEa+c2ZMwcPPPAAtm3bBiAt5q+99lpMnjwZAwYMAAAcccQRmDBhAq677jps2bIF27Ztw3XXXYcxY8Z4ToBc0Jr1RXNbfoEQQgghhBBCCGlLOpToHz9+PFatWoUhQ4agqKgIlZWVOO2007Q6fwD405/+hMLCQvTq1Qs9evRAJBLB008/Hdo50Ya6h9mhvz0sv0AIIYQQQgghpGPSHI2aK22e3p8LZWVluPfee3HvvfeipqYGhYWF1u369OmDv/3tb6itrYXjOCgoKGj2MfUl+3KL9J8wtAfmfrgRXz/qwGYfnxBCCCGEEEJI+6UwmSkJb49Lsre/M8qSIMGvYqvTzxU1mm9K/DCnzC/PPQLzP9qE4w62NxAkhBBCCCGEENKxKUjE8MIVxwDQHQDZIDW1byk6rOjfV6jRfDOyHxbpL0nF8ZVDe7fKeRFCCCGEEEIIaR+M6Nu5rU8hkA5V098mKLpeEv37wEFDCCGEEEIIISSP2Bc1/RT9Ieg1/aZtH58MIYQQQgghhJC8YV+k91P0h6DV9Bsif194ZQghhBBCCCGEkOZC0R+CVNNPCCGEEEIIIYS0Zyj6Q4gINf2EEEIIIYQQQkg22DLFWdPfDogINf2EEEIIIYQQQkhzYU1/OyAasf9NCCGEEEIIIYS0dyj6Q9C791P1E0IIIYQQQgjpOFD0h6DKfNb0E0IIIYQQQghpKVjT3w7Qavrb8DwIIYQQQgghhOQXrOlvB0TZvZ8QQgghhBBCSAeFoj+EKLv3E0IIIYQQQgjpoFD0h6AK/Sjb9xNCCCGEEEIIaSFY098OiLKmnxBCCCGEEEJIK8Ca/nZAhDX9hBBCCCGEEEI6KBT9IahCn9n9hBBCCCGEEEI6EhT9IajB/X1Rb0EIIYQQQgghhLQUFP0hRMDu/YQQQgghhBBCOiYU/SGwpp8QQgghhBBCSEeFoj8HWNNPCCGEEEIIIaQjQdGfA7aa/sP6dQYAnDyi974+HUIIIYQQQggh7ZxJw3sBAKaP798mx4+3yVE7KLbs/me+PQE7dzegc1Fi358QIYQQQgghhJB2zUMXHImq3fUoK0q2yfEZ6c8BW01/LBqh4CeEEEIIIYQQYiUajbSZ4Aco+nOCNf2EEEIIIYQQQjoSFP05oC7fRwghhBBCCCGEtHco+nOAK/YRQgghhBBCCOlIUPTngK2mnxBCCCGEEEIIaa9Q9OcAa/oJIYQQQgghhHQkKPpzIMJIPyGEEEIIIYSQDgRFfw4w0k8IIYQQQgghpCNB0Z8DjPQTQgghhBBCCOlIUPQTQgghhBBCCCF5CkU/IYQQQgghhBCSp1D0E0IIIYQQQggheQpFPyGEEEIIIYQQkqdQ9BNCCCGEEEIIIXkKRX8IvTsXtPUpEEIIIYQQQgjJQyYN7wUAGNKzpNWOEW+1kfOEQT1K8D9fPxw9SlJtfSqEEEIIIYQQQvKIe84ahXEL12LqYX2A+upWOQZFfxacNuqAtj4FQgghhBBCCCF5RufCBC45ZgAAYPPm1hH9TO8nhBBCCCGEEELyFIp+QgghhBBCCCEkT6HoJ4QQQgghhBBC8hSKfkIIIYQQQgghJE+h6CeEEEIIIYQQQvIUin5CCCGEEEIIISRPoegnhBBCCCGEEELyFIp+QgghhBBCCCEkT6HoJ4QQQgghhBBC8hSKfkIIIYQQQgghJE+h6CeEEEIIIYQQQvIUin5CCCGEEEIIISRPoegnhBBCCCGEEELyFIp+QgghhBBCCCEkT6HoJ4QQQgghhBBC8hSKfkIIIYQQQgghJE+h6CeEEEIIIYQQQvKUeFufQHvEcRwAwI4dO5BIJNr4bEhLUF9fj127dqGqqorXNA/g9cwveD3zC17P/IPXNL/g9cwveD3zix07dgDI6NGWgqLfwubNmwEAAwYMaOMzIYQQQgghhBCyP7F582Z07ty5xcaj6LfQtWtXAMBnn33Wom82aTuqqqpQXl6ONWvWoLS0tK1Ph+wlvJ75Ba9nfsHrmX/wmuYXvJ75Ba9nfrF9+3YceOCBnh5tKSj6LUSj6VYHnTt35pcnzygtLeU1zSN4PfMLXs/8gtcz/+A1zS94PfMLXs/8wtWjLTZei45GCCGEEEIIIYSQdgNFPyGEEEIIIYQQkqdQ9FtIpVK49dZbkUql2vpUSAvBa5pf8HrmF7ye+QWvZ/7Ba5pf8HrmF7ye+UVrXc+I09LrARBCCCGEEEIIIaRdwEg/IYQQQgghhBCSp1D0E0IIIYQQQggheQpFPyGEEEIIIYQQkqfE2/oE2htffPEFNmzYgAEDBqBz585Z7VNdXY3ly5eja9euGDBgQCufIcmV9957D7W1tRgzZkzotm+++SYaGxu15/r3749+/fq11umRHPnkk0+wdu1aVFRUoKCgIKt9Vq1ahW3btmH48OEoKipq5TMkufDll1/i008/Rf/+/dGjRw9x23Xr1mH16tXac9FoFOPHj2/NUyQWmnPf472y/dLY2Ij3338fkUgEhx56aOj60LxXtn94r8wvtm3bhqVLl2LIkCHo1auXuC3vle2fNtGbDnEcx3Fef/11Z9y4cU6vXr2cUaNGOYWFhc63v/1tp6GhQdzvN7/5jVNSUuIcfPDBTklJiTNp0iRn+/bt++isicSDDz7ojBw50ikrK3P69u2b1T7FxcXO8OHDnQkTJnj/nnjiiVY+U5INr7zyijNlyhSnW7duDgBn5cqVofts2bLFOf74451OnTo5Q4YMcUpLS52nnnpqH5wtCaOpqcm54oornFQq5RxyyCFOKpVyrr76anGfe+65xykuLta+nyeeeOI+OmPi0pz7Hu+V7Zd33nnHOeigg5y+ffs6vXv3dgYNGuQsWbJE3If3yvYL75X5xcqVK51LLrnE6dOnjxOJRJz//d//Dd2H98r2S1vqTYr+PTz88MPOv//9b+/x0qVLndLSUuenP/1p4D7Lly934vG488gjjziOk/7RHDJkiPNf//VfrX6+JJxrrrnGWbx4sTNz5sycRP8zzzzTuidGmsXPf/5zZ86cOc4bb7yR9UTm/PPPd0aMGOH9MP7iF79wksmks3r16lY+WxLGr3/9a6ekpMR57733HMdxnLfeestJpVLOk08+GbjPPffc44waNWofnSGx0Zz7Hu+V7Ze6ujpn4MCBzkUXXeQ4TtoZd9ZZZznDhg1zGhsbA/fjvbL9wntlfvHCCy84v/71r53q6monlUplLfp5r2yftKXepOgXmDp1qjNt2rRA+w033OD069dPe+5nP/uZU1RU5Ozevbu1T49kSa6if/bs2c5bb73lbNy4sZXPjDSHN998M6uJzI4dO5xkMun8+te/9p5raGhwunfv7txxxx2tfZokhPHjxzvnn3++9twZZ5zhnHTSSYH73HPPPc6IESOcxYsXOx988IFTV1fX2qdJDJpz3+O9sv3y0ksvOQCcjz76yHtu0aJFDgBn3rx5gfvxXtn+4b0y/8hF9PNe2XHYV3qTjfwCqKurw3vvvYfBgwcHbvPuu+/iyCOP1J476qijsGvXLqxYsaK1T5G0Etdffz2+8Y1voLy8HKeccgrWr1/f1qdEmsGyZctQV1enfUdjsRiOOOIIvPvuu214ZgQI/v0Muzbvv/8+/vM//xOTJ09Gz5498cgjj7TmaRKD5tz3eK9sv7z77rvo3LkzBg0a5D03atQoJJPJ0O8i75X5Ae+V+QnvlR2Dfak387aRX1VVFd577z1xm/Lychx00EFW27XXXouqqipcccUVgftv2bIFhx56qPZct27dPBtpWd544w04jhNoLy0txWGHHbZXx/jZz36GSy65BNFoFBs2bMApp5yCCy64AK+88spejUv8LF26FNu2bRO3mTBhAiKRSLPGd7+D7nfSpVu3btiwYUOzxiTBrFmzBp9++qm4zYgRI1BWVobdu3ejpqbGem22bt0Kx3Gs13306NFYuXKlJ1AeeOABXHrppRg8eDCOO+64lnsxJJDm3Pd4r2y/bNmyxfc9BNLXR7o2vFfmD7xX5h+8V3Yc9qXezFvR/+mnn+L6668Xtzn//PNx2WWX+Z6fNWsWHnroIbzwwgsoLy8P3D+RSGD37t3aczU1NQCAZDLZjLMmEjfeeCMaGhoC7YceeigefPDBvTrGpZde6v3dp08f3HbbbZg2bRo2btwY2lmc5MbDDz+Mt956S9zm1VdfbfZ3KZFIAID1O8rvZ8vz2muv4aGHHhK3+elPf4qxY8eK1yYejwc6eiZNmqQ9vvzyy/Hggw/iD3/4Aycy+4jm3Pd4r2y/2K4NEP47yXtl/sB7Zf7Be2XHYF/rzbwV/SNHjsS//vWvnPe79957cfvtt+PZZ5/FiSeeKG570EEHYe3atdpz69atAwAceOCBOR+byMydO3efH9NdFmXdunWcyLQw//3f/92q47tZPOvWrcOQIUO859etW4dRo0a16rH3Ry688EJceOGFWW0bi8XQt29f7/fSZd26dYHZV0H06tXLNw5pPZpz3+O9sv1y0EEHYdOmTairq/Mmj9XV1di+fXtO14b3yo4L75X7B7xXti/aQm+ypl/hvvvuw80334y//OUvmDx5ss++Y8cO/Otf/8KOHTsAAJMnT8b8+fOxadMmb5tnn30Ww4cPR9++fffZeZPmM3/+fO+LVF1d7bO/9NJLKCgoEGttSPvh/fffx/vvvw8AGDx4MAYMGIDnnnvOs69duxYLFy60fr/JvmXy5Ml4/vnnvZKdpqYmPP/889q1Wbt2LebPn+89Nr+jW7duxdtvv40RI0bsm5MmWd33eK/sOJx00kmor6/H3/72N++55557DtFoVJuI8l6ZX/BemV/wXtmxaDO92bw+g/nH7NmzHQDOLbfc4sybN8/7t3jxYm8btxPqm2++6TiO49TW1jqjRo1yxo8f7zzzzDPOj370IycWizl/+ctf2uplEIUlS5Y48+bNcy677DKnR48e3jWtqanxtkmlUs7MmTMdx3Gcp556yqmsrHQee+wx58UXX3Suu+46J5lMOrNmzWqrl0AUPvvsM2fevHnOgw8+6ABwnnrqKWfevHnO559/7m0zZcoUZ8qUKd7jp556yonH487MmTOdp59+2qmoqHDGjBkTuh4qaX1WrFjhlJaWOtOnT3eee+4559xzz3W6dOnifPLJJ942M2fOdFKplPd4woQJzo9+9CPnr3/9q/PEE084o0ePdvr37+988cUXbfES9kuyue/xXtmxuPzyy53evXs7v/nNb5xHH33U6datmzNjxgxtG94rOw68V+YX27dv9+avyWTSue6665x58+Y5H374obcN75Udh7bUmxHHETqj7UfccMMNeP31133Pq3Xiy5Ytwze/+U089NBDOOSQQwCkvWezZs3C22+/ja5du+K//uu/6BltJ1x11VXWmvE//OEPnmfspJNOwiWXXILzzjsPQLqE4Le//S3Wrl2L/v3748ILL8SECRP26XkTO7/5zW+sNePXX389pk6dCgD4wQ9+ACCdNuXy4osv4uGHH8a2bdswduxYXHvttejcufO+OWkismzZMvz0pz/F6tWrMWjQIFxzzTU4+OCDPfuTTz6JRx55xGsOtn37dtx///2YP38+CgsLUVFRge9+97soLi5uq5ewXxJ23+O9smPR2NiIBx54AH/9618RiURw2mmn4Zvf/Cai0UwyKO+VHQfeK/OLJUuW4PLLL/c9P2XKFNx8880AeK/sSLSl3qToJ4QQQgghhBBC8hTW9BNCCCGEEEIIIXkKRT8hhBBCCCGEEJKnUPQTQgghhBBCCCF5CkU/IYQQQgghhBCSp1D0E0IIIYQQQggheQpFPyGEEEIIIYQQkqdQ9BNCCCGEEEIIIXkKRT8hhBDSzrj00kvx0EMPeY9PPvlkvPjii612vE8//RQVFRXYvHlz4DZVVVWYMWMGjj32WJx88smtdi75QGNjI0477TQsWbJEe3737t249dZbMWnSJIwZMwYbNmxokeOdffbZ+Pe//90iYxFCCMk/KPoJIYTkJS+99BIqKirwne98x2c77rjj8MILL7TBWWXH8uXLsX79eu/xokWLREG+t9TU1GDhwoWor68P3ObOO+/E66+/jpkzZ2LWrFmtdi75wEMPPYSqqiqMHDlSe/6WW27B888/j5tuugkPPPAAevfujc8++wzjx49HXV0dfvGLX+CCCy7Q9tm+fTuOPvpoXHvttdrz77//PioqKvDhhx+isrISV1xxRau/LkIIIR2TeFufACGEENIabNmyBQsXLsS7776LCy64AOPGjfNs77zzDjZt2tSGZ5cbf//731FeXt6m5/DOO+/glFNOwTHHHJpsm5kAAA+hSURBVNOm59HeaWpqwt1334177rnHZ3vyyScxa9YsnHDCCd5zzz//PAoLC5FMJrF9+3YsWLBA22f27NlYsGABSkpKtOfvu+8+xONxDB06FP3798dVV12FV155BSeddFKrvC5CCCEdF0b6CSGE5DXnnHOOL0pqsnPnTtx22204/vjjcdJJJ+Huu+9GXV2dZ7/vvvtw1VVX4YknnsDJJ5+MyZMnAwCmTZuGhx9+GDfeeCO+8pWvYOrUqXjppZewbds2XHvttTjuuONw1llnaWneK1asQEVFBSoqKjBhwgRcdNFFeOedd8Tzu+666zwxOHPmTG9/9d+zzz7rbf/iiy/ia1/7Go499lhcfPHFWLp0qTbeqlWrcOGFF+L444/Ht771LXz66afi8SdMmIAFCxbg4YcfRkVFBe677z6sXbsWFRUVmD9/Pi666CIcffTReOmllwAAa9euxfe+9z0ce+yxOOOMM/Doo49q49XX1+MnP/mJ9/48/fTTuPjii/H44497+1dUVPjS38eNG4c333zTe1xVVYXbbrsNEydOxCmnnIJZs2Zp1+2qq67Cvffei/vvvx+nnXYaTj75ZDzyyCO+1/fHP/4R06ZNwwknnIAbb7wR1dXVaGxsxIknnoi//vWv2rZuKcSKFSus79Vrr72GDRs24Ktf/ar33KuvvoojjzwS69evx5133omKigp88MEHAIAXXngBU6dOBQCUlZVh+/bt3n5u9P/MM8/Etm3bvOe//PJLPPnkk/jBD34AAEilUpg6dSoee+wx6zkRQgjZv6HoJ4QQktf8+Mc/xoIFC/D8888HbnPGGWfg6aefxtVXX43LLrsMv/rVr3DJJZd49s8++wwPPPAAnnzySU9IAsCSJUtwxRVXIJVK4cYbb8SBBx6IqVOnYuLEiSgrK8Mdd9yBTp06YcqUKaipqQEAlJeXY/bs2Zg9ezZmzZqFAQMGYPz48Vi+fHng+anp/eedd563/+zZs3HGGWfgnXfeQefOnQEADz74IL7xjW/g5JNPxo9//GMMHjwYY8eO9YT/jh07cOyxx6K6uho33XQThg8fjnPOOUd8D3/xi19g0KBBmDp1KmbPno2zzjoLu3fvxsKFC/G1r30NxxxzDH7+859jzJgxWLNmDSoqKhCNRvGjH/0I5513Hn7yk5/gxhtv9MabMWMGfvWrX+Hb3/42LrroItx+++343e9+54l8d+za2lrtPN5++21PFO/atQvHHXccli5diuuvvx5XXnklnn/+eZx11lne9itXrsRNN92ExYsX46qrrsK0adPw7W9/G08//bS3zQ033IBvfvObOOGEE3DrrbeiuLgY1113HWKxGAYPHoz7779fO4fHHnsMO3fuxMEHH2x9r+bOnYvRo0cjlUp5z40cORLnnXceCgsL8cQTT2D27NkYPHgwdu3ahblz52qiv6qqytvvd7/7HQoKCjB9+nTNGXD//fejb9+++I//+A/vuaOPPhqvvvqqeB0JIYTspziEEEJIHvL73//ecW9zV155pXPooYc6DQ0NjuM4TnFxsfPoo486juM4L7/8shOLxZxVq1Z5+77xxhsOAGfJkiWO4zjO9773Padr165OdXW1doxBgwY506dP9x7X1tY6qVTKufzyy73ndu7c6UQiEWfevHmB53r22Wc7M2bM8B5PmDDBufXWW73HvXr1cn7729/69vvwww+dzp07O7fffrvjOI6za9cup7S01JkzZ4623fTp050LL7zQcRzHueeee5zy8nKnvr7es998880OAGfDhg2B52ie08qVKx0Azq9//Wttu0svvdQ5++yztefmzp3rJBIJp7a21lm/fr2TSCScv//979pY0WjUmTlzpjb26tWrtXFisZjz4osvOo7jOD/72c+ckSNHOo2NjZ79yy+/dKLRqPPee+85juM4p556qjN27FhtjHPOOce56KKLHMdxnE8//dSJxWLOn//8Z22b3bt3O47jOAsWLHBisZizdu1ax3Ecp6mpyenfv78za9aswPfp3HPPdc4880zf8z/+8Y+dMWPGaM/95S9/cQ4++GDv8fPPP+8AcGprax3HcZyRI0c6999/v/PGG284PXr0cBzHcWpqapwePXo4v/zlL7Wxnn32WQeAU1NTE3huhBBC9k9Y008IISTvufnmm/HYY4/h8ccf1yL4ALBw4UIMHjwYAwcO9J4bP348OnXqhHfeeQcjRowAAIwaNQpFRUW+sY888kjv72Qyie7du+OII47wnisuLkZpaSm++OIL77m//OUveOqpp7BmzRrU1tZi7dq1OProo3N6TVVVVTj99NMxadIk3HzzzQDSdfdVVVW46aabcPvtt8NxHDiOg/Xr16Nv374A0tHy448/HvF4ZgowefJk3HHHHTkd38U877lz56K2thbjxo3zjl9XV4f6+nqsWrUKn376KRoaGjBx4kRvn8GDB6N///45HXfu3LnYsGEDxo8f7x3HcRxEIhEsX77ca6JXUVGh7de3b18sW7YMAPDGG2/AcRwtFR+AF6U/6qijcOihh+Lxxx/HDTfcgFdffRVr167FhRdeGHhetbW1SCaTvucXL16M0aNHa8+pqf1AOtIPpK/t22+/jQ0bNmD69On4+OOPvUj/b37zGzQ1NeHiiy/WxiooKACQzpJw/yaEEEIANvIjhBCyH9C9e3dcc801uOWWW/D1r39ds+3YsQPFxcW+fUpKSrBjxw7vsU3wA9DEs/Sc4zgA0qLtiiuuwJ133okRI0agU6dOuPfee7Wa7TCamppw7rnnIplM4vHHH0ckEgEAVFdXAwDuuusudOnSRdvHPf+dO3d6DgAX2+vPFvN9qa6uxte+9jWrMO7fvz/ef/99JJNJJBKJvTqH6upqHHXUUbj99tt9NtWBY16LSCTiXYuamhqkUimrSHe59NJL8T//8z+44YYb8Mgjj6CyshK9e/cO3L5Xr15YuXKl7/lFixbhyiuv9B47joM5c+bgiSee8J5zRf/27dtx77334jvf+Q6KiopQWlqKuro67Nq1Cz/72c/w7W9/2/e+b9q0CQUFBd4YhBBCiAtFPyGEkP2CGTNm4P7778fPf/5z7fnBgwdj1apVqK2t9SK8mzdvxhdffIFBgwa1+Hk888wzuOSSS7Ql1rZu3eoJ92y44YYbsGDBArz11luaWB4yZAiAdLTZjHC7DBw4EIsXL9aec5vKtQRDhgzB+vXrxePX1tZi9erVGDBgAIB0dPqTTz7xtnFf065du7znNm7ciMbGRu04boO8XN47lYMPPhg1NTVYsWJFYI3++eefj2uvvRbPP/88nnnmGfz+978XxxwzZgz+/Oc/a8/t2rULH330kRbpf+edd1BdXY1jjz3We84V7P/85z8xf/5871huv4bf/e53WL16Nb773e/6jvvuu+9i7Nixoa+ZEELI/gcb+RFCCNkvKCoqwq233oq77rpLW49+2rRpiMfj+PGPfwwgHUW/7rrrMGDAAJx44oktfh5du3bF4sWLvXN45pln8PLLL2e9/1NPPYX77rsPf/7zn30p8QMGDMDUqVNxzTXXYPXq1d7z8+bNwx//+EcAwMUXX4x//etfmDNnDoD00oazZs3ay1eV4corr8TTTz+N3/3ud95zX375pVc+cPjhh2P06NG48cYbPRF/xx13aFkVvXv3Rs+ePfGnP/0JANDY2IjbbrtNO85ll12Gjz/+GLfeeiuampoApKP/d955J3bu3JnVuY4fPx6jRo3ClVde6TXQ+/LLL71VBACgS5cuOPPMM3HJJZegtLQUp556qjhmZWUltm3bhkWLFnnPLVmyBI7j4LDDDvOee+GFFzBlyhQtE8EV/XfccQemT5+OHj16AAA6deqESCSCO++8ExdccAF69uzpO+4//vEPTJs2LavXTQghZP+Cop8QQsh+w6WXXopevXppy7p17twZTz31FB5++GH07dsXvXv3xmuvvYbf//73Ytp3c7nhhhuwZs0a9OvXDwMHDsTVV1+d09rqs2fPRkFBAa6++mrrkn2//e1vMWrUKAwbNgxDhw5Ft27dcMstt2D48OEA0qL7rrvuwrRp0zB48GAMGjQI48ePb7HXd+aZZ+L+++/HFVdcgT59+mDQoEE4/PDDvZT4SCSCxx57DPPnz0fv3r3Rr18/vPXWWxg6dKg3RiQSwQMPPIB7770XQ4YMQd++fRGPxxGLxbxtRo4ciWeeeQa//e1v0b17dwwbNgzl5eWoq6tDYWFhVucajUbx3HPPobq6Gr1798bQoUNxxBFHoFevXtp2l156KTZt2oQLLrjAWrqh0rNnT5x77rna0oCLFi3CgAED0KlTJ+85s54fSJeUxONxfPbZZ5gxY4Z2niUlJfjss89w9dVX+465aNEirFq1CtOnT8/qdRNCCNm/iDhuYRshhBCSR2zduhWrVq3ypZmvXbsWn3/+OQYMGIBu3bp5zzc2NmLFihWIxWIYMmSIljLuNtwbPHiwNtbSpUvRq1cvLyILAO+99x769u2rjb1o0SIcdNBBXp19Y2MjVq1ahUgkgsGDB2PdunWoqanx0vM//PBDdOrUCQcccACAdBO48vJydO3aFR9++KEWFXfp378/unfv7j3etm0b1qxZg/Lycmud99atW7FhwwYMGjQIjuNg6dKlGD16dKCoNc+ptrYWS5YswWGHHWZ1jjQ2NmLlypUoKCjAQQcd5EvBb2xsxPLly9G7d29069YN48aNwxlnnIHrr7/e26ampgaffPIJDjzwQBQXF2PhwoUYMmQISktLvW0cx8HHH3+MxsZGDBo0SHMMfPTRR0ilUigvL/eeW7t2rfZeu6xfvx47duzA4MGDtTGA9DUdNWoUli1b5jlPJNasWYMjjjgCixcvxgEHHOCN7To2Pv/8c5SXl2PDhg3aNQPSafqJRMJrIOmyePFiRKNRr0Ghyplnnolx48bhmmuuCT03Qggh+x8U/YQQQghpc2yiv71w8cUXY82aNfjHP/6R9T4rV65E165dNeePy8MPP4xHHnkEb7zxRouc38KFC3HYYYf5miMSQgghABv5EUIIIYRY+eMf/4hbb70VGzZswNy5c3Pa18wkUPnKV76CyZMn7+XZZVCXjSSEEEJMGOknhBBCSJuzfPlylJWVicvh7Ws2btyItWvXYvDgwVo9PiGEENKRoOgnhBBCCCGEEELyFHbvJ4QQQgghhBBC8hSKfkIIIYQQQgghJE+h6CeEEEIIIYQQQvIUin5CCCGEEEIIISRPoegnhBBCCCGEEELyFIp+QgghhBBCCCEkT6HoJ4QQQgghhBBC8hSKfkIIIYQQQgghJE+h6CeEEEIIIYQQQvKU/w8HqM5SFL+UKAAAAABJRU5ErkJggg==", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "rrcf.show(\"impulse\")\n", "rrcf.show(\"magnitude\", \"db\") # Logarithmic scale\n", "rrcf.show(\"magnitude\", \"lin\") # Linear scale" ] }, { "cell_type": "markdown", "id": "bdfc4a2b", "metadata": {}, "source": [ "In Sionna, filters have always an odd number of samples. This is despite the fact that the product *span_in_symbols* $\\times$ *samples_per_symbol* can be even. Let us verify the length property of our root-raised-cosine filter:" ] }, { "cell_type": "code", "execution_count": 5, "id": "90b1a8df", "metadata": { "execution": { "iopub.execute_input": "2026-08-06T21:22:34.818292Z", "iopub.status.busy": "2026-08-06T21:22:34.818145Z", "iopub.status.idle": "2026-08-06T21:22:34.821464Z", "shell.execute_reply": "2026-08-06T21:22:34.820774Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Filter length: 129\n" ] } ], "source": [ "print(\"Filter length:\", rrcf.length)" ] }, { "cell_type": "markdown", "id": "53205a41", "metadata": {}, "source": [ "Next, we will use this filter to pulse shape a sequence of QAM symbols. This requires upsampling of the sequence to the desired sampling rate. The sampling rate is defined as the number of samples per symbol $k$, and upsampling simply means that $k-1$ zeros are inserted after every QAM symbol." ] }, { "cell_type": "code", "execution_count": 6, "id": "0b539cd8", "metadata": { "execution": { "iopub.execute_input": "2026-08-06T21:22:34.823727Z", "iopub.status.busy": "2026-08-06T21:22:34.823598Z", "iopub.status.idle": "2026-08-06T21:22:34.982128Z", "shell.execute_reply": "2026-08-06T21:22:34.981206Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Shape of x torch.Size([128, 1000])\n", "Shape of x_us torch.Size([128, 4000])\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Configure QAM source\n", "num_bits_per_symbol = 4 # The modulation order of the QAM constellation, i.e., 16QAM\n", "qam = QAMSource(num_bits_per_symbol) # Layer to generate batches of QAM symbols\n", "\n", "# Generate batch of QAM symbol sequences\n", "batch_size = 128\n", "num_symbols = 1000\n", "x = qam([batch_size, num_symbols])\n", "print(\"Shape of x\", x.shape)\n", "\n", "# Create instance of the Upsampling layer\n", "us = Upsampling(samples_per_symbol)\n", "\n", "# Upsample the QAM symbol sequence\n", "x_us = us(x)\n", "print(\"Shape of x_us\", x_us.shape)\n", "\n", "# Inspect the first few elements of one row of x_us\n", "plt.stem(np.abs(x_us.cpu().numpy())[0,:20]);\n", "plt.xlabel(r\"Sample index $i$\")\n", "plt.ylabel(r\"|$x_{us}[i]$|\");" ] }, { "cell_type": "markdown", "id": "e6759b17-3220-4518-8be5-b07fdbd9553c", "metadata": {}, "source": [ "After upsampling, we can apply the filter:" ] }, { "cell_type": "code", "execution_count": 7, "id": "c70489bc", "metadata": { "execution": { "iopub.execute_input": "2026-08-06T21:22:34.984211Z", "iopub.status.busy": "2026-08-06T21:22:34.984067Z", "iopub.status.idle": "2026-08-06T21:22:35.074202Z", "shell.execute_reply": "2026-08-06T21:22:35.073216Z" } }, "outputs": [], "source": [ "# Filter the upsampled sequence\n", "x_rrcf = rrcf(x_us)" ] }, { "cell_type": "markdown", "id": "f0642b8b", "metadata": {}, "source": [ "## Recovering the QAM symbols through matched filtering and downsampling" ] }, { "cell_type": "markdown", "id": "30bb8e7e", "metadata": {}, "source": [ "In order to recover the QAM symbols from this waveform, we need to apply a matched filter, i.e., the same filter in our case, and downsample the result, starting from the correct index. This index can be obtained as follows. The transmit filter has its peak value after $(L-1)/2$ samples, where $L$ is the filter length. If we apply the same filter for reception, the peak will be delayed by a total of $L-1$ samples. The code in the following cell creates a Downsampling layer that allows us to recover the transmitted symbol sequence.\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 8, "id": "1c74d87c", "metadata": { "execution": { "iopub.execute_input": "2026-08-06T21:22:35.076460Z", "iopub.status.busy": "2026-08-06T21:22:35.076314Z", "iopub.status.idle": "2026-08-06T21:22:35.439275Z", "shell.execute_reply": "2026-08-06T21:22:35.438321Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Apply the matched filter\n", "x_mf = rrcf(x_rrcf)\n", "\n", "# Instantiate a downsampling layer\n", "ds = Downsampling(samples_per_symbol, rrcf.length-1, num_symbols)\n", "\n", "# Recover the transmitted symbol sequence\n", "x_hat = ds(x_mf).cpu().numpy()\n", "\n", "# Visualize the different signals\n", "plt.figure(figsize=(12, 8))\n", "plt.plot(np.real(x_us.cpu()[0]), \"x\")\n", "plt.plot(np.real(x_rrcf.cpu()[0, rrcf.length//2:]))\n", "plt.plot(np.real(x_mf.cpu()[0, rrcf.length-1:]));\n", "plt.xlim(0,100)\n", "plt.legend([r\"Oversampled sequence of QAM symbols $x_{us}$\",\n", " r\"Transmitted sequence after pulse shaping $x_{rrcf}$\",\n", " r\"Received sequence after matched filtering $x_{mf}$\"]);" ] }, { "cell_type": "markdown", "id": "5e6d8879", "metadata": {}, "source": [ "We can see nicely from the above figure that the signal after matched filtering overlaps almost perfectly with the oversampled sequence of QAM symbols at the symbol times. As further verification, we will next show a scatter plot of the transmitted and recovered symbols and compute the mean-squared error (MSE) between them. As one can see, the MSE is not zero, which is due to truncation of the filter to finite length. The MSE can be reduced by making the filter longer or by increasing the roll-off factor.\n", "\n", "Give it a try and change *span_in_symbols* above to a larger number, e.g., 100. This will reduce the MSE by around 26dB." ] }, { "cell_type": "code", "execution_count": 9, "id": "ce27d283", "metadata": { "execution": { "iopub.execute_input": "2026-08-06T21:22:35.441309Z", "iopub.status.busy": "2026-08-06T21:22:35.441162Z", "iopub.status.idle": "2026-08-06T21:22:38.875454Z", "shell.execute_reply": "2026-08-06T21:22:38.874540Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "MSE between x and x_hat (dB) -53.470367\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x = x.cpu().numpy()\n", "\n", "plt.figure()\n", "plt.scatter(np.real(x_hat), np.imag(x_hat));\n", "plt.scatter(np.real(x), np.imag(x));\n", "plt.legend([\"Transmitted\", \"Received\"]);\n", "plt.title(\"Scatter plot of the transmitted and received QAM symbols\")\n", "print(\"MSE between x and x_hat (dB)\", 10*np.log10(np.var(x-x_hat)))" ] }, { "cell_type": "markdown", "id": "fe7db324", "metadata": {}, "source": [ "## Investigating the ACLR\n", "\n", "An important metric of waveforms is the so-called adjacent channel leakage power ratio, or short ACLR. It is defined as the ratio of the out-of-band power and the in-band power. One can get a first idea of the ACLR by looking at the power spectral density (PSD) of a transmitted signal." ] }, { "cell_type": "code", "execution_count": 10, "id": "1dfe653b", "metadata": { "execution": { "iopub.execute_input": "2026-08-06T21:22:38.877688Z", "iopub.status.busy": "2026-08-06T21:22:38.877545Z", "iopub.status.idle": "2026-08-06T21:22:39.037504Z", "shell.execute_reply": "2026-08-06T21:22:39.036591Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "empirical_psd(x_rrcf, oversampling=samples_per_symbol, ylim=[-100, 3]);" ] }, { "cell_type": "markdown", "id": "d34537e8", "metadata": {}, "source": [ "The in-band is defined by the interval from [-0.5, 0.5] in normalized frequency. Due to the non-zero roll-of factor, a significant amount of energy is located out of this band. The resulting ACLR can be computed with the following convenience function:" ] }, { "cell_type": "code", "execution_count": 11, "id": "3ca9bac2", "metadata": { "execution": { "iopub.execute_input": "2026-08-06T21:22:39.039691Z", "iopub.status.busy": "2026-08-06T21:22:39.039543Z", "iopub.status.idle": "2026-08-06T21:22:39.063337Z", "shell.execute_reply": "2026-08-06T21:22:39.062353Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Empirical ACLR (db): -13.832417\n" ] } ], "source": [ "aclr_db = 10*np.log10(empirical_aclr(x_rrcf, oversampling=samples_per_symbol).cpu().numpy())\n", "print(\"Empirical ACLR (db):\", aclr_db)" ] }, { "cell_type": "markdown", "id": "9e9938e1", "metadata": {}, "source": [ "We can now verify that this empirical ACLR is well aligned with the theoretical ACLR that can be computed based on the magnitude response of the pulse-shaping filter. Every filter provides this value as the property *Filter.aclr*." ] }, { "cell_type": "code", "execution_count": 12, "id": "ea5b280a", "metadata": { "execution": { "iopub.execute_input": "2026-08-06T21:22:39.065549Z", "iopub.status.busy": "2026-08-06T21:22:39.065405Z", "iopub.status.idle": "2026-08-06T21:22:39.077187Z", "shell.execute_reply": "2026-08-06T21:22:39.076300Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Filter ACLR (dB) -13.805671\n" ] } ], "source": [ "print(\"Filter ACLR (dB)\", 10*np.log10(rrcf.aclr.cpu().numpy()))" ] }, { "cell_type": "markdown", "id": "a6e7b748", "metadata": {}, "source": [ "We can improve the ACLR by decreasing the roll-off factor $\\beta$ from 0.22 to 0.1:" ] }, { "cell_type": "code", "execution_count": 13, "id": "7e2b64dc", "metadata": { "execution": { "iopub.execute_input": "2026-08-06T21:22:39.079505Z", "iopub.status.busy": "2026-08-06T21:22:39.079365Z", "iopub.status.idle": "2026-08-06T21:22:39.084015Z", "shell.execute_reply": "2026-08-06T21:22:39.083209Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Filter ACLR (dB) -17.342106\n" ] } ], "source": [ "print(\"Filter ACLR (dB)\", 10*np.log10(RootRaisedCosineFilter(span_in_symbols, samples_per_symbol, 0.1).aclr.cpu().numpy()))" ] }, { "cell_type": "markdown", "id": "5798a257", "metadata": {}, "source": [ "## Windowing\n", "\n", "Windowing can be used to improve the spectral properties of a truncated filter. For a filter of length $L$, a window is a real-valued vector of the same length that is multiplied element-wise with the filter coefficients. This is equivalent to a convolution of the filter and the window in the frequency domain.\n", "\n", "Let us now create a slightly shorter root-raised-cosine filter and compare its properties with and without windowing.\n", "One can see that windowing leads to a much reduced out-of-band attenuation. However, the passband of the filter is also broadened which leads to an even slightly increased ACLR." ] }, { "cell_type": "code", "execution_count": 14, "id": "17505452", "metadata": { "execution": { "iopub.execute_input": "2026-08-06T21:22:39.086003Z", "iopub.status.busy": "2026-08-06T21:22:39.085863Z", "iopub.status.idle": "2026-08-06T21:22:39.873516Z", "shell.execute_reply": "2026-08-06T21:22:39.872725Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "ACLR (db) without window -13.982998\n", "ACLR (db) with window -12.624142\n" ] }, { "data": { "image/png": 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", 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", 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9e/ZU7969NXLkSE+QOdSf/vQn3XLLLUpPT1dKSooqKio0d+5cz1J5qXXTvzfeeEP//ve/FRMTo6SkJF133XW655579Oyzz57wdbS3xvZc7/GcddZZnv+ePn2657/dvdE9evTwvNlyPOeff75mz56tmTNnqk+fPsc9K/142vs89u7dW88++6zefPNNJSQkKC0tTQcPHtTNN9/cIbV11PNyIq6++mr97W9/0xNPPKG4uDilpqZq06ZNuuuuu46474m83sy4lmuuuUZPP/20HnvsMc+1bNiwQbfeequko28CCQCBxmIcrakRAOATDMNQTk6OYmNj1a1bN0lSS0uL9uzZo27duik2NtZzX7vdrt27dx/z9rS0NM9GdTt27NDAgQP16quv6oYbblB9fb1KSkqUkZGhkJCQY9azf/9+hYSEeJYj79ixQ4mJiZ5l9U6nU7m5uYd9rUPrKCwsVGJi4hE93odyOp06cOCAgoODj3pm9Xcd6/n4rrq6OpWUlCg1NfWIHnW3mpoaVVdXKy0t7Ygw8etf/1qPPvqo7Ha7goKCVFRUJJfLdcQO7t914MABtbS0qHv37goKOryDraysTGVlZcrOzj7s9oaGBu3bt09ZWVmH7Sr+fTWe6PUeTW5uriwWi/r27eu5zf0aioqKOmJDsYqKCpWUlKh///5HbORXWVmp0tJSuVwu9ezZU2FhYSd1zdLxn0e3lpYWFRYWKjU1VREREaqpqdGBAwfUu3fvI17XR6uts5+Xk7l2u92u/fv3Kzk5WVFRUaqtrVVhYaF69ep11L0f2vM8ecu1PP7443rggQdUVFT0vW8qAYC/I7gDAI7w3eCO7/fd4A7g1MyYMUO7du3yHB0HAIGMpfIAAAAw1a9//WvPLvIOh0NPPPGEvvrqK/3sZz8zuTIA8A5MCQAAAMBUERERGjBggEJCQlRaWqqYmBg98cQTuvPOO80uDQC8AkvlAQBHaG9fOL51rJ5eAO1XVFQku92u7t27H3Z0HQAEOoI7AAAAAABejB53AAAAAAC8WED2uLtcLh04cEDR0dEswwIAAAAAdDrDMFRbW6v09PQjjkj9PgEZ3A8cOKDMzEyzywAAAAAABJiCggJ17979hB4TkME9OjpakrR3714lJCSYXA1Old1u19y5czVz5kwFBwebXQ5OEePpXxhP/8OY+hfG078wnv6F8fQ/FRUV6tWrlyePnoiADO7u5fHR0dGKiYkxuRqcKrvdroiICMXExPBDzQ8wnv6F8fQ/jKl/YTz9C+PpXxhP/2O32yXppNq12ZwOAAAAAAAvRnAHAAAAAMCLEdwBAAAAAPBiBHcAAAAAALwYwR0AAAAAAC9GcAcAAAAAwIsR3AEAAAAA8GIEdwAAAAAAvBjBHQAAAAAAL0ZwBwAAAADAixHcAQAAAADwYgR3AAAAAAC8GMEdAAAAAAAvRnAHAAAAAMCLEdwBAAAAAPBiBHcAAAAAALwYwR0AAAAAAC8WZHYBAADAN5TVNes/q/JlbTC7EgAAAgvBHQAAfK9vckr0s/c2qayuWTaLTbb0fN08uY+sVovZpQEA4PdYKg8AAI6pye7Uw59u1Q2vrlZZXbNiwoLkNCz6wxc5uv7VVSqpaTK7RAAA/B7BHQAAHNWOohpd+Pelem1ZniTphok9tfQXU3VZL6dCg6xanFumWX9dpHnbis0tFAAAP0dwBwAAhzEMQ68u3asL/r5UOcW1SooK0as/GquHLxissGCbTk8z9PHtp2lgtxhVNth1yxtr9NBHm9XY4jS7dAAA/BLBHQAAeJTUNumGV1frkf9uU4vDpTOzU/TlT6do2oCUw+7XNyVKH985UbdM7iVJenvlPp33zGJtKaw2o2wAAPwawR0AAEiS5m8v1uy/LtbCnaUKDbLqtxcO1svXj1FSVOhR7x8aZNND5w7SWzeNV0p0qHaX1uvi55bqxUW75XIZXVw9AAD+i+AOAECAa7I79f8+2aKbXl+j8voWZadF6793n67rJvSUxfL9u8af3i9JX/50imYOSpXdaegPn+/Qta+sVFE1G9cBANARCO4AAASwbQdqdP4zS/TG8nxJ0k2n99Ind01S/9ToE/o8CZEheuHa0XrsB0MVHmzT0l3lOvvpRfpyS1FnlA0AQEAhuAMAEIBcLkMvLd6ji55dqtySOiVHh+qNG8fp/84bpNAg20l9TovFoivHZemze07XkIwYVTXYddtba/XAB5vU0OLo4CsAACBwENwBAAgwJTVNuv7VVfr9/7arxenSWQNT9eVPJmtK/+QO+fx9kqP04e2TdNvUPrJYpH+vLtB5f1uiTfurOuTzAwAQaAjuAAAEkGaHU5e9sFyLc8sUFmzVoxcP0T+vG63EY2xAd7JCgqx6YHa23r55vNJiwrSnrF6XPb9ce8vqO/TrAAAQCAjuAAAEkA/XFSq/vEHJ0aH67O7TdfX4Hu3agO5kTeyTpC9/OlljesSr2eHScwt2ddrXAgDAXxHcAQAIEA6nS8990xqcb5vaR31TTmwDupMVFxGih84dKEn6aH2hCioauuTrAgDgLwjuAAAEiE82HFBBRaMSI0N01bisLv3aI7PiNblfkhwuQ88v3N2lXxsAAF9HcAcAIAA4XYaebZttv3lyb4WHnNzO8afirml9JUnvrdnPGe8AAJwAgjsAAAHgiy0Htae0XrHhwbrmtK6dbXcb3ztR43omqMXp0ouL9phSAwAAvojgDgCAn3O5DP3969bZ9h9N6qnosGDTarl7euus+zur8lVW12xaHQAA+BKCOwAAfu6r7cXaUVSrqNAg/WhiL1NrOb1vkoZnxqnJ7tJLi/eaWgsAAL6C4A4AgB8zDEN/bzuC7boJPRQbYd5suyRZLBbd3dbr/ubyPFU1tJhaDwAAvoDgDgCAH1u4s1Sb9lcrLNiqm043d7bdbfrAFA3sFqP6FqdeWZpndjkAAHg9gjsAAH7KMAw909bbfvX4HkqMCjW5olYWi0V3n9k66/7a0r2qabKbXBEAAN6N4A4AgJ9asadCa/MrFRJk1Y+n9Da7nMOcPThNfVOiVNPk0JvL880uBwAAr0ZwBwDAT/19Qa4k6YoxmUqNCTO5msNZrRbdOa2PJOnlJXvV0OIwuSIAALwXwR0AAD+0Nr9SS3eVK8hq0a1TvWu23e38YenqkRihivoWvbNyn9nlAADgtQjuAAD4ob9/3Trbfsmo7uoeH2FyNUcXZLPqjjNaZ91fWLRHTXanyRUBAOCdCO4AAPiZLYXVWpBTKqtFur0tGHuri0d2V0ZcuEprm/XemgKzywEAwCsR3AEA8DPPtM22XzA8XT2TIk2u5vhCgqy6rW0p/z++2a0Wh8vkigAA8D4EdwAA/EhOUa3mbC2WxSLdOa2v2eW0y2VjMpUcHaoD1U36aP1+s8sBAMDrENwBAPAjzy5oPbd99pA09UuNNrma9gkLtunWtuPqnvtmtxxOZt0BADgUwR0AAD+xp7ROn206IMl3ZtvdrhqfpYTIEOWXN+i/bdcAAABaEdwBAPATz32zWy5Dmp6dosHpsWaXc0IiQoJ00+m9JEl//3qXXC7D5IoAAPAeBHcAAPxAQUWDPlpfKEm660zfmm13u25CD8WEBWl3ab2+3FpkdjkAAHgNgjsAAH7gHwt3y+kyNLlfkkZmxZtdzkmJDgvWDZNaZ92f+XqXDINZdwAAJII7AAA+72B1o95f07ob+10+1tv+XTdO6qnIEJu2H6zR/O0lZpcDAIBXILgDAODjXly0Ry1Ol8b1TND43olml3NK4iJCdO2EnpKkZxYw6w4AgERwBwDAp5XWNutfq/ZJ8t3e9u+6eXIvhQVbtbGgSkt2lZldDgAApiO4AwDgw15askdNdpeGZ8Zpcr8ks8vpEElRobpqXA9J0jPzd5lcDQAA5iO4AwDgoyrrW/TW8nxJ0t3T+spisZhcUcf58ZTeCrFZtSqvQiv3lJtdDgAApiK4AwDgo15dlqf6FqcGdovR9IEpZpfTodJiw3TZmO6SpL8vYNYdABDYCO4AAPigmia7Xl26V5J095n+NdvudtvUPgqyWrQ4t0zr91WaXQ4AAKYhuAMA4IPeXV2g2iaH+qZE6ezBaWaX0ykyEyJ08cgMSa075wMAEKgI7gAA+KAvthRJkq49rYesVv+bbXe7fmJPSdKCnBI1tjjNLQYAAJMQ3AEA8DEltU1a17Z0fObgVJOr6VyD02OUEReuJrtLi3NLzS4HAABTENwBAPAxX20rkWFIw7vHqltsuNnldCqLxeJ5c2LO1mKTqwEAwBwEdwAAfMzcba3L5Gf6aW/7d81qu875O4rlcLpMrgYAgK5HcAcAwIfUNtm1bFfrueaz/HyZvNuYHvGKjwhWVYNdq/IqzC4HAIAuR3AHAMCHfJNTqhanS72TItUnOcrscrpEkM2q6QNb36SYy3J5AEAAIrgDAOBD5m5rDa4zB6f55dntx+JeLj9vW7EMwzC5GgAAuhbBHQAAH9HscGrBjhJJ/r+b/HdN7pek8GCbCqsatfVAjdnlAADQpQjuAAD4iOW7y1XX7FBKdKhGdI8zu5wuFRZs09T+yZKkuVuLTK4GAICuRXAHAMBHuI9DmzEoVVZr4CyTd+NYOABAoCK4AwDgA1wuQ/Pa+ttnBcgxcN81PTtVNqtFOcW1yiurN7scAAC6DMEdAAAfsL6gSmV1zYoODdJpvRPNLscUsRHBOq13giR53sQAACAQENwBAPAB7r7uadkpCgkK3F/fMwe1rjaYQ587ACCABO5vfgAAfIRhGJ6gGqjL5N1mDGrtc1+7r1Kltc0mVwMAQNcguAMA4OVyS+qUV96gkCCrpg5INrscU6XHhWtY91gZhvTVdpbLAwACA8EdAAAv514mf3rfJEWFBplcjfncqw44Fg4AECgI7gAAeLm5bRuxzWxbJh7o3M/D0l2t59oDAODvCO4AAHixA1WN2rS/WhaLNH0gwV2S+qZEqVdSpFqcLn2TU2J2OQAAdDqCOwAAXsx97NmYHvFKjg41uRrvYLFYNHNw65sYc7fS5w4A8H8EdwAAvJh7N3n3MWho5X4+FuwoUYvDZXI1AAB0LoI7AABeqqqhRSv3VkiSZ4YZrUZmxik5OlS1zQ4t31NudjkAAHQqgjsAAF5q/vYSOV2GstOi1SMx0uxyvIrVavGc6T6H3eUBAH6O4A4AgJeau61tmfxglskfjftYuHnbiuVyGSZXAwBA5yG4AwDghRpbnFq4s1QSx8Ady4TeiYoODVJpbbM27K8yuxwAADoNwR0AAC+0OLdUTXaXMuLCNTg9xuxyvFJIkFVnZKdIYrk8AMC/mR7cn3vuOQ0YMEBxcXGaPHmyVq1addz7FxQU6I477lCfPn2UmpqqM888U/Pnz++iagEA6Bpz246Bmzk4VRaLxeRqvNesQ46FMwyWywMA/JOpwf2NN97Qfffdp0cffVRbt27VqFGjNGPGDBUWFh7zMY8++qjGjRunb775Rhs2bNCkSZM0e/ZsbdmypQsrBwCg8zicLs3f3hbcOQbuuKb2T1aIzaq9ZfXaVVJndjkAAHQKU4P7448/rptuukmXXnqpMjIy9NRTTykyMlLPPffcMR/z/PPP64YbblBmZqa6deumRx55RIZhaOXKlV1YOQAAnWd1XqUqG+yKjwjW2J7xZpfj1aLDgjWpb6Kkb1cpAADgb0wL7pWVldq2bZumTZv2bTFWq6ZNm6alS5e263M0Nzfr2WefVXh4+GGfBwAAX+beTX76wFQF2UzvavN67l3359LnDgDwU0FmfeGDBw9KklJSUg67PSUlRWvXrj3uY+fNm6fzzz9fLS0tio2N1fvvv6/evXsf8/7Nzc1qbm72/LumpkaSZLfbZbfbT/YS4CXcY8hY+gfG078wnifOMAzN2dIaQM8akOR1z503jukZ/RJksUgb91drX1mtusWGmV2Sz/DG8cTJYzz9C+Ppf05lLE0L7m5Wq/WIf3/f5jLTp09XVVWVysrK9MILL+jiiy/WokWLNHr06KPe/7HHHtMjjzxyxO0LFixQRETEyRcPrzJv3jyzS0AHYjz9C+PZfvvrpQPVQQqxGqrdtUaf7zW7oqPztjHtGWXT3lqL/vbBAk1OY5O6E+Vt44lTw3j6F8bTfzQ0NJz0Y00L7qmprbvAlpaWHnZ7SUmJ52PHYrVaFRYWpu7du+t3v/ud/ve//+nFF1/UCy+8cNT7P/jgg7rvvvs8/66pqVFmZqamTZumxMTEU7wSmM1ut2vevHmaMWOGgoODzS4Hp4jx9C+M54n76/xdkvZo6oBUXXT+CLPLOYK3jumBmDw9PmenDliSdc45Y8wux2d463ji5DCe/oXx9D/l5eUn/VjTgntiYqL69eunhQsX6uKLL5bUujxw4cKFuvLKK0/ocxmGcdxZ+tDQUIWGhh5xe3BwMN8EfoTx9C+Mp39hPNtv/o7WN7RnD+3m1c+Zt43p7KHpenzOTq3Mq1SDXYqN8J7afIG3jSdODePpXxhP/3Eq42jqjjf33nuvXn75Zc2fP1/19fV6+OGHVVZWpltvvdVzn9tvv92zBL6+vl7XXnuttmzZIofDoYqKCv32t7/Vpk2bdNVVV5l1GQAAdIj88nrtKKqVzWrRmdkp3/8AePRMitSA1Gg5XYa+zmF3eQCAfzG1x/32229XZWWlrrzySpWXl2vgwIH67LPPDttozm63ezaWi4yM1IUXXqgbb7xRmzdvVmhoqEaOHKk5c+bojDPOMOkqAADoGHO3tgbO03onKC4ixORqfM+swanKKa7VnC3Funhkd7PLAQCgw5i+Od2vfvUr/epXv5LL5Tpiozqp9dx2l8vl+fell16qSy+9VIZhyGKxdGWpAAB0KvcxcDMHpZlciW+aOThNf/t6lxbuLFWT3amwYJvZJQEA0CG85nDYo4V2SQoKClJIyJGzDoR2AIA/Ka1t1pr8SknSjEHH36QVRzc4PUYZceFqtDu1OLfM7HIAAOgwXhPcAQAIZPO3F8swpGHdY5UeF252OT7JYrF43vSYu7XI5GoAAOg4BHcAALzA3G2t/e0zmW0/JTMHtz5/X20vlsPp+p57AwDgGwjuAACYrK7ZoSVtS7tnDaa//VSM65mguIhgVTbYPa0HAAD4OoI7AAAmW5hTqhanS72SItU3JcrscnxakM2q6dnu5fIcCwcA8A8EdwAATDanrR975uBUNl/tALPalsvP2VokwzBMrgYAgFNHcAcAwEQtDpcW7CiRxDFwHWVyv2SFBVtVWNWobQdrzC4HAIBTRnAHAMBEK/aUq7bZoeToUI3MjDO7HL8QHmLTlH7JklguDwDwDwR3AABM5F4mP2NQqqxWlsl3FPcmf3M4Fg4A4AcI7gAAmMQwDM3jGLhOMX1gimxWi3YU1WpfeYPZ5QAAcEoI7gAAmGRncZ1KapsVHmzThD6JZpfjV+IiQjS6R7wkacmuMpOrAQDg1BDcAQAwyYo95ZKkMT3jFRpkM7ka/zOhd+ubIe7nGQAAX0VwBwDAJMt3twbK03oz294Z3KsYlu8p51g4AIBPI7gDAGACl8vQyr0E9840IjNOIUFWldY2a09ZvdnlAABw0gjuAACYIKe4VpUNdkWE2DSse6zZ5filsGCbRme19rm7VzcAAOCLCO4AAJjg2/72BAXb+HXcWU6jzx0A4Af4SwEAABO4Z4AnsEy+U7n73FfsqaDPHQDgswjuAAB0sdb+9gpJ0mm9E0yuxr8Nz4xVaJBVZXXN2lVSZ3Y5AACcFII7AABdbHtRjaob7YoMsWloBv3tnSk0yKYxPVv73FkuDwDwVQR3AAC6mHuZ/NheCQqiv73Tndbr22PhAADwRfy1AABAF1uxp3WZPP3tXYM+dwCAryO4AwDQhZyc397lhnWPU3iwTRX1LdpZTJ87AMD3ENwBAOhC2w/WqLbJoejQIA1OjzG7nIAQEmSlzx0A4NMI7gAAdCH6283hXt3gfv4BAPAl/MUAAEAXcs/40t/etdzBfeXecrlc9LkDAHwLwR0AgC7icLq0ynN+O8G9Kw3rHquIEJsqG+zKKa41uxwAAE4IwR0AgC6y7WCNapsdig4L0iD627tUsM2qMT0TJNHnDgDwPQR3AAC6iLu/enyvBNmsFpOrCTyn9W4N7vS5AwB8DcEdAIAu4p7pZZm8OSZ4+twr6HMHAPgUgjsAAF3A4XRpdV6lJIK7WYZkxCoyxKbqRru2F9WYXQ4AAO1GcAcAoAtsOVCjumaHYsODNagb/e1mCLZZNbaXu8+9wuRqAABoP4I7AABdwN1XPa5Xgqz0t5uG89wBAL6I4A4AQBfg/Hbv4H7+V+0tl5M+dwCAjyC4AwDQyexOl1bncX67NxicHqOo0CDVNDm0/SB97gAA30BwBwCgk20urFZDi1NxEcHKTos2u5yAFmSzalwvznMHAPgWgjsAAJ3s0PPb6W83H+e5AwB8DcEdAIBORn+7d5nQO0mStGpvBX3uAACfQHAHAKATtThcWuM+v70Pwd0bDEqPUXRYkGqbHdp6oNrscgAA+F4EdwAAOtHmwio12p1KiAxR/xT6272BzWrRePrcAQA+hOAOAEAnor/dO3GeOwDAlxDcAQDoRCv2tB4DN4Fl8l7FHdxX51XK4XSZXA0AAMdHcAcAoJM0O5xak8/57d5oYLcYxYQFqa7ZoS0HOM8dAODdCO4AAHSSTfur1WR3KTEyRP1SoswuB4ewWS0a3/ZmCn3uAABvR3AHAKCTuPunT+udKIuF/nZvQ587AMBXENwBAOgk7plcjoHzThPagvuavArZ6XMHAHgxgjsAAJ2g2eHU2vzW89sn9E4wuRocTXZatOIiglXf4tTmQs5zBwB4L4I7AACdYMO+KjU7XEqKClWfZPrbvZGV89wBAD6C4A4AQCdY7l4m3zuB/nYvRp87AMAXENwBAOgE7hlczm/3bu7xWZNXSZ87AMBrEdwBAOhgTXan1u2rksT57d6uf0q04iOC1Wh3atP+KrPLAQDgqAjuAAB0sHX7KtXicCklOlS9kyLNLgfHYbVaWC4PAPB6BHcAADrYij0Vkji/3Ve4g7t73AAA8DYEdwAAOtiK3fS3+xJPn3t+hZodTpOrAQDgSAR3AAA6UGOLUxsKqiTR3+4r+qVEKTEyRE12lzbt5zx3AID3IbgDANCB1u2rVIvTpbSYMPVMjDC7HLSDxUKfOwDAuxHcAQDoQCs4v90nndY7QdK34wcAgDchuAMA0IGW09/uk9zjtTa/kj53AIDXIbgDANBBGloc2th2Fjj97b6lT3KUkqJC1exwacO+KrPLAQDgMAR3AAA6yNr8StmdhtJjw5SVQH+7L2ntc29dLr+c5fIAAC9DcAcAoIN829/O+e2+6Nvz3AnuAADvQnAHAKCDuPvbT6O/3Se5+9zX7atSk50+dwCA9yC4AwDQAeqbHZ4zwCfQ3+6TeidFKjk6VC0Ol9bT5w4A8CIEdwAAOsCa/Eo5XIYy4sKVSX+7T7JYLJ43XehzBwB4E4I7AAAd4ND+dvgu+twBAN6I4A4AQAfg/Hb/4B6/DfS5AwC8CMEdAIBTVNfs0ObC1v5295Fi8E09EyOUGhOqFqdL6/IrzS4HAABJBHcAAE7Z6rwKOV2GMhPC1T2e/nZfRp87AMAbEdwBADhFK/dUSJJO68UyeX9AnzsAwNsQ3AEAOEVr8lqD+9heLJP3B+5x3Li/Ws0O+twBAOYjuAMAcAqaHU5tautvH9Mj3uRq0BF6J0UqITJELQ6XthTWmF0OAAAEdwAATsWWwmq1OFxKjAxRr6RIs8tBB7BYLBqV1fomzNr8CpOrAQCA4A4AwClZk9e68/ioHvGyWCwmV4OOMqZna3B3jy8AAGYiuAMAcArWtB0ZxjJ5/+Iez7X5lTIMw+RqAACBjuAOAMBJMgzDc9a3e4YW/mFIRqxCbFaV17cor7zB7HIAAAGO4A4AwEnaW1av8voWhQRZNSQj1uxy0IHCgm0a2r11TN2nBgAAYBaCOwAAJ8m9TH5YRqxCg2wmV4OOduhyeQAAzERwBwDgJK1t27hsNMvk/dLotuC+huAOADAZwR0AgJO0pu2osDE9EkyuBJ3BHdx3ldSpqqHF5GoAAIGM4A4AwEmorG/R7tJ6Sd8GPPiXxKhQ9U6KlCSt28esOwDAPAR3AABOgjvI9U6OVEJkiMnVoLN4lstznjsAwEQEdwAATgLntwcG9zF/9LkDAMxEcAcA4CS4N6ajv92/uWfcNxZUqcXhMrkaAECg8orgXlBQoDVr1qimpqZd93c6ndq+fbtyc3PlcDg6uToAAA7X4nBp4/4qSewo7+96J0UpLiJYzQ6Xth6oNrscAECAMjW4NzU16ZJLLtGAAQN07bXXKi0tTc8888xxH/Poo48qIyNDl1xyiWbOnKmePXvqs88+66KKAQCQthyoVrPDpfiIYM/mZfBPVqtFo7M4zx0AYC5Tg/sjjzyiVatWaffu3dq+fbveeecd3XPPPVq5cuVR7+90OtXY2Kht27Zp27Zt2rt3r26++WZdccUVKioq6uLqAQCBynN+e494WSwWk6tBZ3OvqmCDOgCAWUwN7q+++qpuvvlmdevWTZJ00UUXaciQIXr11VePen+bzabf//73Skj4tp/w9ttvV0NDg9atW9clNQMA4D6/fTT97QHBvY/BmvxKGYZhcjUAgEAUZNYXPnDggIqLizV69OjDbh83bpzWr1/f7s+zevVqSVKfPn2OeZ/m5mY1Nzd7/u3upbfb7bLb7SdSNryQewwZS//AePoXfxxPwzA8M68jukf71bW1hz+O6fcZmBqhYJtFZXXN2l1Sox4JEWaX1GECcTz9GePpXxhP/3MqY2lacK+oaJ2tSExMPOz2xMREz8e+T1lZme6++25dfvnlGjBgwDHv99hjj+mRRx454vYFCxYoIsJ/fvkGunnz5pldAjoQ4+lf/Gk8Sxul8vog2SyGCjcvV8lWsysyhz+NaXtkhNuUV2fRq/9dqHHJ/jfrHmjj6e8YT//CePqPhoaGk36sacE9ODhYUusGdYdqbGxUSEjI9z6+urpaZ599ttLS0vTSSy8d974PPvig7rvvPs+/a2pqlJmZqWnTph3xxgF8j91u17x58zRjxgzP6wq+i/H0L/44nh+uL5Q2bNWw7nG68LzxZpfT5fxxTNtjkzVHLy/NlyOuh845Z5DZ5XSYQB1Pf8V4+hfG0/+Ul5ef9GNNC+6ZmZmyWq0qLCw87PbCwkJlZWUd97E1NTWaOXOmbDabvvzyS0VHRx/3/qGhoQoNDT3i9uDgYL4J/Ajj6V8YT//iT+O5YX9ru9XYXol+c00nw5/GtD3G9krSy0vztaGg2i+vO9DG098xnv6F8fQfpzKOpm1OFxERoYkTJ+rTTz/13FZfX6+vvvpKM2bM8Ny2a9euw3re3aFdkubOnavY2NiuKxoAEPDWHLKjPAKHe7x3ltSqupF+UwBA1zJtxl2Sfv/732vGjBl68MEHNWHCBD3zzDNKSUnRj3/8Y899/vjHP2rFihXasmWL7Ha7Zs+erb179+qVV17R5s2bPffr16+fUlNTzbgMAECAqGpoUW5JnSSCe6BJjg5Vz8QI5ZU3aN2+Sk0bkGJ2SQCAAGJqcJ86daoWLFigZ599VqtWrdLQoUP15ptvKioqynOffv36qaWlRVJrM7/FYlG/fv302GOPHfa5HnjgAZ133nldWj8AILCs29c6294rKVJJUUe2YMG/je6RoLzyBq3NI7gDALqWqcFdkiZNmqRJkyYd8+O//OUvPf8dGxurJUuWdEVZAAAcgWXygW10j3h9sG6/1uS37/QbAAA6imk97gAA+Jo1+a3BfQzBPSCN6dk67hsKqmR3ukyuBgAQSAjuAAC0g93p0saCKknfBjgElr7JUYoJC1KT3aVtB2rMLgcAEEAI7gAAtMPWAzVqdrgUFxGs3klR3/8A+B2r1eJpk3CvvgAAoCsQ3AEAaIc1ea19zaOz4mW1WkyuBmYZ0zNBkrSWPncAQBciuAMA0A5r22ZYR7NMPqB5ZtzzKmUYhsnVAAACBcEdAIDvYRiGZ2n06CyCeyAb3j1OQVaLSmqbtb+y0exyAAABguAOAMD3KKhoVGlts4JtFg3PjDO7HJgoPMSmwRmxksSxcACALkNwBwDge7gD2uD0WIUF20yuBmYbc8hyeQAAugLBHQCA78H57TiU+3Wwlp3lAQBdhOAOAMD3WNs2s8r57ZC+3aAwp7hWNU12k6sBAAQCgjsAAMdR3WjXzpJaSdLoHgkmVwNvkBIdpqyECBmGtH5fldnlAAACAMEdAIDjWLevUoYh9UiMUHJ0qNnlwEu4j4Vbm8cGdQCAzkdwBwDgONzL5EfT345DeM5zp88dANAFCO4AAByHe0f5MSyTxyHc+x1sKKiSw+kyuRoAgL8juAMAcAx2p0sbCqoksTEdDtc/JVrRYUFqaHFq+8Fas8sBAPg5gjsAAMew7UCNmuwuxYQFqW9ylNnlwItYrRaNynIvl6fPHQDQuQjuAAAcg7t/eXSPeFmtFpOrgbcZQ587AKCLENwBADiGdfnu89vpb8eR3Oe5r82rlGEYJlcDAPBnBHcAAI7CMAzPEmh2lMfRjMiMk81qUVFNkwqrGs0uBwDgxwjuAAAcxf7KRhXXNCvIatHw7nFmlwMvFBESpMHpMZKktSyXBwB0IoI7AABH4Q5ig9NjFB5iM7kaeCv3agyCOwCgMxHcAQA4im+XydPfjmMb0/b6WJNHcAcAdB6COwAAR+EOYpzfjuNxvz52FNWortlhcjUAAH9FcAcA4DtqmuzKKa6V9O2RX8DRpMaEKSMuXC5DWr+PWXcAQOcguAMA8B3r91XJMKTMhHClxISZXQ68nHvWneXyAIDOQnAHAOA71ua19rePob8d7TCGDeoAAJ2M4A4AwHesaQtgnN+O9nBvYLh+X6UcTpfJ1QAA/BHBHQCAQzicLm0oqJLExnRonwFp0YoODVJ9i1M7imrNLgcA4IeCTuZBO3bs0IYNG1RZWanY2FgNGTJEQ4cOlcVi6ej6AADoUtsP1qqhxanosCD1T4k2uxz4AJvVohFZcVqcW6a1+ZUakhFrdkkAAD/T7uBeV1enZ599Vs8//7zy8vIUFBSkmJgY1dbWym63Kz09XbfccovuvvtuJSYmdmbNAAB0Gvf57aOy4mW18oY02mdMjwQtzi3TmvxKXT+xp9nlAAD8TLuWyi9ZskQDBgzQnDlz9Otf/1q5ubmy2+0qLy9XS0uL8vLy9Mc//lGrVq3SwIED9dlnn3V23QAAdAp3fzvHwOFEuNsq3BsbAgDQkdo1497c3KyPP/5YY8eOPerHe/TooWuvvVbXXnuttm3bpl27dnVokQAAdAXDMLS27Uiv0fS34wSMyIyTzWrRgeomHahqVHpcuNklAQD8SLuC+/Tp0z3/PW/ePBmGoZkzZx71voMGDdKgQYM6pjoAALrQgeomFdU0tfYsZ8aZXQ58SGRokAZ2i9aWwhqtya/UBQR3AEAHOuFd5Tdu3Ki5c+ce9WNbt25lth0A4LPWtC1zHpweo4iQk9q/FQFsTNuxcOs4zx0A0MHaHdyXL1+uf//73zp48OAx7/PFF1/o+eef75DCAADoams5vx2nwP26cW9wCABAR2n3dEJeXp7uuecelZWVKSoqSqtWrdKwYcM0fPhwDR8+XH369NH69es1cODAzqwXAIBOsyaP4I6T596gbvvBWtU3OxQZyqoNAEDHaPeM+5VXXqnS0lI9/PDDmjJlimbMmKGioiI98cQTmjBhgpKSkvTJJ5/owgsv7Mx6AQDoFHXNDu0oqpH07ZJn4ER0iw1XemyYnC5DGwqqzC4HAOBHTvit4JtvvlkXXXSRhg8f7rmtvr5eubm5ysrKUkICf+wAAHzP+n2VchlSRly40mLDzC4HPmpMzwR9uvGA1uRValLfJLPLAQD4iRPenC4jI+Ow0C5JkZGRGjFiBKEdAOCzVrctkx/Xi99lOHlje9LnDgDoeO0K7osXL9aOHTva9Qnz8vI0Z86cUyoKAICu5t5Rnv52nIrRh+ws73C6TK4GAOAv2hXc7Xa7pk6dqksuuUSffPKJKioOfxe5qqpKn332ma688kqNHj1adXV1nVIsAACdwe50eXqSx/Zkxh0nb0BatKJDg1Tf4tSOolqzywEA+Il2BfczzzxT27ZtU3Z2tm6++WYlJSUpOTlZffv2VWpqqhISEnTNNdcoLS1Nmzdv1iWXXNLZdQMA0GG2H6xRQ4tTMWFB6pcSZXY58GE2q0Wj3MfC5bFcHgDQMdq9OV1iYqIeffRRPfLII1qzZo02b96syspKxcTEaPDgwRo/frxCQkI6s1YAADrF6kOOgbNaLSZXA183pke8Fu4s1er8St0wqZfZ5QAA/MAJ7yofFBSk0047Taeddlpn1AMAQJdb27aR2BiWyaMDuF9Ha/IqZBiGLBbeDAIAnJoTDu6StHv3bi1cuFDR0dEaOnSo+vfvL6v1hDeoBwDAdIZheGbc6W9HRxiRGacgq0XFNc3aX9mozIQIs0sCAPi4Ew7uubm5Gj58uOLj49Xc3Kzy8nJFRERoyJAhGjFihK666ipNnTq1M2oFAKDD7atoUGlts4JtFg3rHmt2OfAD4SE2Dc6I1caCKq3JryC4AwBO2QlPk3/11VeaOHGiCgoKVFZWpsLCQr333nu68MILVVlZqXXr1nVGnQAAdIo1bbPtQzNiFRZsM7ka+Iuxng3qKk2uBADgD054xj0xMVG9evXyLI1PT09Xenq6zjnnnA4vDgCAzramrb+dZfLoSGN6JuilJXsJ7gCADtGuGfe9e/cqNzdXhmHonHPO0c6dO1VTU9PZtQEA0OkO3VEe6Cju11NOca2qG+wmVwMA8HXtCu4ff/yx+vfvr5iYGM2aNUtWq1WTJ0/WF198oebm5s6uEQCATlFZ36JdJXWSCO7oWMnRoeqVFClJWrePWXcAwKlpV3C/9957lZ+fr7fffluzZs1SfHy8amtrde655yoqKkrDhg3TddddpyeffFLbtm3r7JoBAOgQa/NbA1Wf5EglRoWaXA38zZi2N4NW51WYXAkAwNe1u8c9KytLWVlZuuCCCzy31dTUaMOGDZ7/vfXWW6qoqNDvf//7TikWAICOtNp9fnsP+tvR8cb0jNd7a/fT5w4AOGUndY67W0xMjKZMmaIpU6Z0VD0AAHSZtW2BakxPlsmj441p2/Bw4/4qNTucCg3i1AIAwMk54ePgAADwB012pzbtr5bEjvLoHL2TIpUQGaJmh0tbCtnUFwBw8gjuAICAtLmwWi1Ol5KiQtQjMcLscuCHLBaLZ9PDNfS5AwBOAcEdABCQ3H3HY3okyGKxmFwN/NXYtjaMNfn0uQMATh7BHQAQkNwzoPS3ozONbtv4cG1+pQzDMLkaAICvIrgDAAKOy2Vo7T73xnT0t6PzDMmIUWiQVRX1LdpTVm92OQAAH0VwBwAEnN2ldapqsCss2KrB6TFmlwM/Fhpk0/DMOEn0uQMATh7BHQAQcFa39bePyIxTsI1fhehcY9o2qFvNee4AgJPEXysAgICzJr915pNj4NAV3K+ztWxQBwA4SQR3AEDA8ewoT3BHFxiVFS+LRdpbVq/S2mazywEA+CCCOwAgoJTUNGlfRYMsFmlkVpzZ5SAAxEYEq39KtCRpbT597gCAE0dwBwAEFPd52tlpMYoJCza5GgQK97GDa+hzBwCcBII7ACCgrM5z97dzfju6jrvPfTV97gCAk0BwBwAEFPeM5+geBHd0HffrbWthtRpbnCZXAwDwNQR3AEDAqG92aNvBGknsKI+u1T0+XGkxYXK4DG0oqDK7HACAjyG4AwACxoaCKjldhjLiwpUeF252OQggFovlkD53NqgDAJwYgjsAIGC4+9tZJg8zjGl73dHnDgA4UQR3AEDAWNsWmNiYDmYY09aesT6/Uk6XYXI1AABfQnAHAAQEh9OldW3BfQz97TBBdlq0okKDVNvsUE5RrdnlAAB8CMEdABAQdhTVqr7FqejQIPVPjTa7HASgIJtVI7PiJElr8ulzBwC0H8EdABAQ3BuCjeoRL5vVYnI1CFRjerSu9nAfSwgAQHsQ3AEAAWE1/e3wAmPZWR4AcBII7gAAv2cYhicoje5BfzvMMyIrTjarRQeqm1RY1Wh2OQAAH0FwBwD4vf2VjSquaVaQ1aIRmXFml4MAFhESpMHpMZKYdQcAtB/BHQDg99wbgQ3JiFV4iM3kahDo6HMHAJwogjsAwO+5A9KYHvS3w3xj3H3u+QR3AED7ENwBAH7PE9w5vx1ewP0G0o6iGtU02U2uBgDgCwjuAAC/Vt1gV05xraRvZzoBM6XEhKlHYoQMQ1rHrDsAoB0I7gAAv7ZuX2sw6pUUqaSoUJOrAVqNbpt1X0twBwC0A8EdAODXVrft3E1/O7zJ2La2jdXsLA8AaIcgswuorq7Whx9+qOLiYg0dOlTnnHOOLBbLcR/T0tKiDz/8UDt27NANN9ygnj17dk2xAACf4+5vH0t/O7zI2La2jQ0FVbI7XQq2MZcCADg2U39L7Nu3T0OHDtWLL76owsJC/fjHP9YPfvADGYZxzMe8/fbb6t27t15//XU98sgjysvL67qCAQA+pdnh1Mb9VZKk0fS3w4v0TopSXESwmuwubT1QY3Y5AAAvZ+qM+y9/+Ut169ZNixcvVlBQkO6++24NGjRI77//vi677LKjPqZPnz5at26dWlpalJmZ2cUVAwB8yZbCGjU7XEqIDFHvpEizywE8rFaLxvSI11fbS7Qmr0IjMuPMLgkA4MVMm3F3Op365JNPdO211yooqPX9g/79+2vKlCl6//33j/m40047TSkpKV1VJgDAh605pL/9+9qwgK42hj53AEA7mTbjvm/fPjU2Nqpfv36H3d6vXz+tXLmyQ79Wc3OzmpubPf+uqWldkma322W3c36qr3OPIWPpHxhP/2L2eK7eWy5JGpkZy2uqg5g9pv5kREa0pNZ9GFpaWkx5c4nx9C+Mp39hPP3PqYylacG9rq5OkhQbG3vY7XFxcZ6PdZTHHntMjzzyyBG3L1iwQBERER36tWCeefPmmV0COhDj6V/MGE/DkJbvskmyqKVwmz7/fFuX1+DP+B49dQ6XFGSxqby+Ra9/+IVSws2rhfH0L4ynf2E8/UdDQ8NJP9a04B4VFSWpdVf5Q1VVVXk+1lEefPBB3XfffZ5/19TUKDMzU9OmTVNiYmKHfi10Pbvdrnnz5mnGjBkKDg42uxycIsbTv5g5nrtL61W/YqlCg6y6+ZKzFRLErt0dge/RjvWvolVak1+lqF7Ddc6ojC7/+oynf2E8/Qvj6X/Ky8tP+rGmBffMzEyFh4crNzdXs2bN8tyem5urAQMGdOjXCg0NVWho6BG3BwcH803gRxhP/8J4+hczxnNjYWtb1PDMOEWGH/k7AKeG79GOMaZnotbkV2lDQY2uHN/TtDoYT//CePoXxtN/nMo4mjb9EBQUpAsvvFBvvvmmHA6HJGnnzp1atGiRLrnkEs/9Pv30Uz333HNmlQkA8FGrPee3cwwcvJf79bk6nw3qAADHZupxcI8//rgmTZqkKVOmaMyYMfrwww91/vnnH3YU3KeffqoVK1bojjvukCRt2LBBH3/8sWeDuddee03ffPONzjjjDJ1xxhlmXAYAwAt5dpRv27kb8Eaje7QG9z2l9Sqva1ZiFKtDAABHMjW4Z2VlacuWLfrggw9UXFys559/Xueee+5hu6pecMEFGjVq1BGPjYmJ0W9+85uuLBcA4CNKa5uVV94gi0UalcWMO7xXXESI+qVEKbekTmvzKzVzcJrZJQEAvJCpwV1q3VX+xhtvPObHL7jggsP+PWLECI0YMaKTqwIA+LK1bcuOB6RGKzacvkB4tzE9E5RbUqc1BHcAwDGwxS4AwO+4+9vH0N8OH+Dpc8+jzx0AcHQEdwCA31mT3xbce9DfDu/nfp1uKaxWk91pcjUAAG9EcAcA+JXGFqe2FlZLYsYdviEzIVwp0aGyOw1tLKgyuxwAgBciuAMA/MqGgio5XIa6xYYpIy7c7HKA72WxWDS27fQD92oRAAAORXAHAPgV9zFwo3vEH3ZKCeDN3MfC0ecOADgagjsAwK+s2FsuSZ4ZTMAXjOvV+npdm1cph9NlcjUAAG9DcAcA+I0mu1Nr2naUn9Q30eRqgPYb2C1GseHBqm12aHPbHg0AALgR3AEAfmPdvko1O1xKiQ5Vn+Qos8sB2s1mtei03q2z7st2l5tcDQDA2xDcAQB+Y3lb4JnYJ5H+dvicSX2TJEnLdpeZXAkAwNsQ3AEAfmPprtbAM7FPksmVACduYp/W9o41eZWc5w4AOAzBHQDgF2qb7Nq4v7U3eCL97fBBfZKjlBIdqmaHS+s4Fg4AcAiCOwDAL6zOq5DTZahHYoS6x0eYXQ5wwiwWyyHL5elzBwB8i+AOAPALS3d9298O+KoJba/fpfS5AwAOQXAHAPiFZZ6N6ehvh+9yv/G0aX+1apvsJlcDAPAWBHcAgM8rr2vW9oM1kr6dsQR8Uff4CPVIjJDTZWjV3gqzywEAeAmCOwDA563Y0xpwstOilRQVanI1wKlxrxqhzx0A4EZwBwD4PHc/MLPt8Afu5fLu4w0BACC4AwB83vK2mclJ9LfDD7iD+46iWpXXNZtcDQDAGxDcAQA+7UBVo/aW1ctmtWh87wSzywFOWWJUqLLToiVJy/ewXB4AQHAHAPg493LioRmxig4LNrkaoGO4+9zdxxwCAAIbwR0A4NM8y+T70t8O/+F+PS/nPHcAgAjuAAAfZhiGZ2M6zm+HPxnXK0E2q0V55Q0qrGo0uxwAgMkI7gAAn7WnrF7FNc0KCbJqdI94s8sBOkx0WLCGdY+VJC1jd3kACHgEdwCAz3IHmtFZ8QoLtplcDdCx3LvLc547AIDgDgDwWcvob4cfcx9vuGx3mQzDMLkaAICZCO4AAJ/kchmeo7Im9qW/Hf5nVI94hQRZVVzTrN2l9WaXAwAwEcEdAOCTth2sUVWDXVGhQRqWEWt2OUCHCwu2aUzb3g3L2F0eAAIawR0A4JPcQWZ8rwQF2fh1Bv80qW01yTLOcweAgMZfOgAAn7S0LchM6EN/O/yX+/W9fE+5nC763AEgUBHcAQA+p8Xh0uq8CknfzkgC/mhYRqyiQoNU3WjX9oM1ZpcDADAJwR0A4HM27q9SQ4tTCZEhGpAabXY5QKcJslk1vleCJGkp57kDQMAiuAMAfM6yQ5bJW60Wk6sBOpf71ATOcweAwEVwBwD4nKVtG9O5z7kG/Nmkvq197qv2VqjF4TK5GgCAGQjuAACf0tDi0Pp9lZKkiWxMhwDQPyVaiZEharQ7taGgyuxyAAAmILgDAHzKmrxK2Z2GMuLC1SMxwuxygE5ntVo8u8tznjsABCaCOwDAp7iXyU/okyiLhf52BIaJfTjPHQACGcEdAOBTlrdt0OXu+wUCgfv1vr6gUg0tDpOrAQB0NYI7AMBnVDfYtbmwWtK3M5BAIMhKiFBGXLjsTkOr8yrNLgcA0MUI7gAAn7Fib7kMQ+qTHKnUmDCzywG6jMVi8WzGSJ87AAQegjsAwGcs29V2DFxfZtsReNyve/rcASDwENwBAD5jWVt/O8fAIRC5d5bfcqBa1Q12k6sBAHQlgjsAwCeU1DQpt6ROFot0Wm+COwJPakyY+qZEyTCk5XuYdQeAQEJwBwD4BPds++D0GMVFhJhcDWAO+twBIDAR3AEAPsEdVCaxmzwCmOc8993MuANAICG4AwC8nmEYWtq2IdcE+tsRwE7rnSCLRdpVUqfimiazywEAdBGCOwDA6xVUNKqwqlHBNovG9UowuxzANHERIRqSHitJWs6sOwAEDII7AMDrLW1bJj8yM14RIUEmVwOYa2Lf1lUnS3fR5w4AgYLgDgDweu5+XpbJA4f3uRuGYXI1AICuQHAHAHg1wzC03L0xXV82pgPG9oxXsM2iwqpG7atoMLscAEAXILgDALxaTnGtyupaFB5s04jMOLPLAUwXERKkkZnxkuTZtBEA4N8I7gAAr7asLZiM7ZWgkCB+bQHSt33unOcOAIGBv4AAAF7NHUwm0t8OeLj73JfvLpfLRZ87APg7tuYF4OFwulTR0KLyurb/1TcrJjxYk/okMdMJUzicLq3cUyFJmtSH/nbAbURmnMKDbSqvb9HOklplp8WYXRICkGEYWl9Qpb2l9UqIClFSZKgSo0KUEBmisGCb2eUBfoXgDvg5wzC0v7JRxTVNKmsL4+V1LSqrO+T/61tUXtesygb7UT9HXESwzhnaTRcOT9fYngmyWi1dfBUIVJsLq1Xb7FBMWJAGpRNMALeQIKvG9krQop2lWrqrnOCOLrWrpFYfrz+gTzYWqqCi8aj3iQ4NUmJUiBKjQpUY2fr/ye5/R4UoMTJUydEh6pkYqSAbkwPA9yG4A37K7nTp880H9fKSvdq0v7rdj7NapITI1l+oCZEh2l1ap5LaZr2zcp/eWblPGXHhOn94ui4cka6B3fhDEZ3r0GPgbLxhBBxmUp9ELdpZquW7y3TT6b3MLgd+7mB1o/678YA+Xn9A2w7WeG6PCLFpePc41TTZPav17E5Dtc0O1TY7lFd+/JMPMuLCdcPEnrpiXKZiwoI7+zIAn0VwB/xMdYNd/1q9T68vy9PB6iZJUrDNovS4cM873klRIUo65B3wxEP+HRcRclhAcroMrdhTro/XF+rLLUUqrGrU8wt36/mFuzUgNVoXjGgN8d3jI8y6ZPixZRwDBxyT+/ti5Z4KOZwuZi3R4aob7Ppiy0F9vKFQK/dWyGjbTiHIatHU/sm6cGSGZgxMVXjIt8viDcNQTZND5Yes6Cs7pAWvzPPvZh2sblJhVaMe/Xy7/vrVTl0+NlM3TuqlzAT+pgC+i+AO+Im8snq9unSv3lu7Xw0tTklSUlSIrpvQU1ePz1JiVOhJfV6b1aJJfZM0qW+SfnfREH29o0SfbCjUgh2lyimu1RNzcvTEnByN7RmvC0Zk6Nyh3ZQQGdKRl4YA1WR3ak1epSQ2pgOOZmC3GMWGB6u60a5NhdUalRVvdknwA012p77eUaKP1xfqm5xStThdno+N7RmvC9t+18cf43e9xWJRbHiwYsOD1Tv5+7/Wx+sL9fKSvcotqdOrS/P0+rI8zRqcppsn99KorHhZLKy2AiSCO+DTDMPQqr0VemnJXn21vdjzTnh2WrRuOr2XLhiRrtCgjtscJizYpnOGdtM5Q7t53oX/ZMMBrdhbrtV5lVqdV6lHPt2qqf2TdcGIdM0e0o1N7XDS1u2rVLPDpZToUPVJjjK7HMDr2KwWTeidqC+3Fmn57nKCO06aYRhavrtcH64v1JwtRaptdng+NiA1WheOTNcFwzt+dV1YsE0/HJelK8ZmalFumV5esleLdpbqiy1F+mJLkYZnxunm03tp9pA0VpQg4BHcAR9kd7r0v02t/eubC7/tX582IFk3nd5bk/omdvo71LERwfrhuCz9cFyWp+/tkw0HtPVAjebvKNH8HSV6NTNPL1w7WqkxYZ1aC/yT+/z2iX06//UM+KqJfVuD+9JdZbpzWl+zy4EParI79dBHW/TBuv2e29Jjw3TBiAxdNDK9SzY+tFhal95P7Z+sncW1emXJXn24vlAbC6p097/WKz02TDdM6qkrxmYpNpw+eAQmgjvgQ6oaWvTOqn16Y1m+impa+9dDg6y6ZHR33Tipp/qmRJtSV7fYcP14Sh/9eEof7Sqp1ScbDuj1ZXnaUFCl859ZouevHc1MEE6Y5/x2+tuBY3Kf574mv1JNdidHcOGEFFU36da31mpjQZVsVosuH9NdF4/srjE94k07QaZ/arT+eMkw/WzWAL21Il9vrcjXgeom/eHzHXr6q1xdNqa1Dz4rkT54BBaCO+AD6psdemreTr29cp8a7a3968nRobp+Qg9dNb6HV/WU902J1v0zB+jS0d11yxtrtLO4Tj98YYV+d9FgXTE2y+zy4CNqm+za2HYaAv3twLH1SY5USnSoSmqbtTa/ko0c0W5r8yt065vrVFbXrLiIYD171Sivev0kRYXqp2f1121T++jTDQf08pK9yimu1WvL8vT68jydPThND507kM1xETBoFgG83PLd5Tr76UV6acleNdqdyk6L1p8vG64lv5ymu87s51Wh/VA9EiP14R2TNGtwqlqcLv3yg836zSdbZD9kkxvgWL7JKZXTZah3UiR/lAHHYbFYNLlf6w5gX20vNrka+Ip/rdqnH764QmV1zcpOi9and57uVaH9UGHBNl0+NlNf/nSy3rxpnKb2T5ZhSF9sKdLZf12sf63aJ8O9yQ/gxwjugJdqaHHo4U+36sp/rlBBRaMy4sL16g1j9cVPJuvS0d07dNO5zhIVGqR/XD1a957VX5L0+vJ8XfPSSpXXNZtcGbzdl1uKJEmzhqSZXAng/c5u+z6Zs6WIAIPjanG49H8fb9GDH26W3WnonKFp+uD2iT6x7Nz9JtXrN47TnJ9O0ege8aprdujBDzfr+ldX60BVo9klAp2K4A54odV5FZr99GK9tixPknTluCx9+dPJmpad4nObdFmtFv3krH568drRigyxaeXeCl3w96XacsimesChmuxOLcgpkSTNJrgD32tyvyRFhth0oLrJ02ICfFdZXbOueWml3lyRL4tF+tnM/nr2qlGKDPW9ztkBadF699YJ+vW5AxUSZNWinaWa9dQivbumgDev4LcI7oAXaWxx6nefbdPlLyxXfnmDusWG6fUbx+mxHwxVdJhv76I6c3CaPr5zknolRaqwqlGXPr9Mn2woNLsseKGFO0vV0OJURly4hmbEml0O4PXCgm2alp0iSfpiy0GTq4E32ry/Whc8s0Sr8ioUFRqkf147Rned2c/nJgMOZbNadPPk3vr8nskakRmn2maHfvH+Jt342moVVTeZXR7Q4QjugJdYm1+pc/+2WC8v2SvDkC4f011z7p2iqf2TzS6tw/RLjdbHd07S1P7JarK79JN/b9BjX2yX08W74/iWe5n82UPSfPqPSqArzR7STVLr9w8zjjjUJxsKdenzy3Sgukm9kyL18Z2TdNagVLPL6jB9U6L0we0T9cDsbIXYrFqQU6qZTy3Uh+v2870Av0JwB0zWZHfqsc+367Lnl2lPWb1SY0L16g1j9adLhyvGx2fZjyY2PFiv3DBWt03tI0l6YeEe3fjaalU32E2uDN6gxeHybLB1NsvkgXY7Y0CyQoOsyi9v0PaDtWaXAy/gdBn6w+fb9ZN/b1Czw6VpA5L10Z2T1DclyuzSOpzNatFtU/vof/ecrmHdY1XT5NB9727ULW+sVUkts+/wDwR3wEQbCqp07t8W64VFe+QypB+MytDcn071LHn0VzarRQ/MztbfrhypsGCrFu4s1YXPLlFuMX9sBrplu8tU2+RQcnSoRmfFm10O4DMiQ4M0pW2F1pcslw94VQ123fDqKr24aI8k6c5pffTS9WMVG+5/EwKH6pcarQ9vn6ifzxqgYJtFX20v1synFumTDYXMvsPnEdwBEzQ7nPrTlzv0g+eWandpvZKjQ/XSdWP05OUjFBvh379UD3XB8HS9f9tEZcSFK6+8QRc9u1RfbS8xuyyYyLOb/OBUWa0skwdOhHszxy/avo8QmA42SJe8sEKLc8sUHmzT368aqZ/PypYtQH6mBtmsunNaX/337tM1JCNGVQ12/eTfG3T7W61n1gO+iuAOdLFN+6t0/jNL9Nw3u+UypItGpGvevVP8qt/sRAzJiNWnd03S+F4Jqm9x6vZ3NmjOfgvvjAcgh9Oludtal8m7+3UBtN/0gakKtlmUW1KnXSV1ZpcDE8zfXqKnNtu0r6JR3ePD9cHtE3XesHSzyzJFdlqMPrpjku6b0V9BVou+3FqkmU8t0mebDphdGnBSCO5AF3G5DP3961xd/Nwy7SyuU1JUiJ6/ZrT++sORiosIMbs8UyVGheqtm8fr+gk9JEmfF9j02vJ9JleFrrYqr0IV9S2KjwjW+F4JZpcD+JzY8GBN7JMkSZqzlVn3QLNyT7nu/s9GNbssOq1XvD6963QNSo8xuyxTBdusumd6P31y1yQN7BajivoW3fXOet3zr/WqbWJvHfgWgjvQBcrqmnX9q6v057k75XQZOndYN829dyqbbx0i2GbVIxcO0S9m9ZMkPfZljr7eUWxyVehK7mXyMwalKsjGryfgZHy7XJ4+90CSX16v295aK7vT0IgEl165frQSIgN7UuBQg9Nj9cmdk3TP9H6yWS36dOMBXfD3pdp6oNrs0oB24y8joJOt2FOuc55erMW5ZQoLtuqJS4fp2atG8Qv1GG6e1FMTUlwyDOnud9Yrp4gN6wKBy2V4gjvL5IGTN2NQqqwWaUthjQoqGswuB12gpsmum15fo8oGu4ZmxOjqvi4F8+bnEUKCrLpvRn+9e+tpSo8N096yel383DK9vTKf9jz4BL6rgU7iXhp/1T9XqKS2WX1TovTpXafrsjGZZpfm1SwWiy7t5dL4XvGqb3HqxtdWs5lMAFhfUKmS2mZFhwZpYt9Es8sBfFZiVKjG92r9HvqSTer8nsPp0l3vrNeukjqlxYTpH1eNUIjN7Kq82+geCfrfPZN1ZnaKWhwuPfTRFv3k3xtU1+wwuzTguAjuQCc4dGm8+5i3T++apP6p0WaX5hOCrNIzPxyunokRKqxq1K1vrlWzw2l2WehEX2xuDRhnDkxRaBB/dQKnYvZQlssHit//b7sW7SxVWLBVL10/RqkxYWaX5BPiI0P00nVj9ODsbM/S+fOfWaJtB2rMLg04JoI70MFW7inXuX87fGn8k5ePUERIkNml+ZT4iBC9dP1YRYcFaW1+pR78YDNL2fyUYRie46tms+8DcMpmDW79Plq3r0pF1U0mV4PO8taKfL22LE+S9NcrRmhIRqy5BfkYq9WiW6f20bu3nqZubUvnL3puqd5ZuY+/N+CVCO5AB3G5DD27YJeu/OcKFdc0q09ypD65k6Xxp6JvSpSeu3qUbFaLPlxfqH8s3G12SegEWw/UqLCqUeHBNk3tn2J2OYDPS40J0+ge8ZLYXd5fLckt028+3SpJ+vmsATqbvUFO2ugeCfr8nsmaNiBZLQ6XfvXRZpbOwysFdHDftL9a9XxTogOUty2Nf2JOTuvS+JEZ+vSu0zUgjaXxp2pyv2Q9fP4gSdKfvsyhZ9MPuZfznjEgWeE0ZwId4uzBLJf3V7tL63TH22vldBm6eGSG7jijj9kl+bz4yBC9fP3Yw5bOX/DMEm0/yNJ5nLoWh0s7imr0yYZC/X3ByU9CBfTa3etfWytr6HZlJoRrQGq0BqRFq39qtLLTYtQrKVIhQQH9vgbaaeWect3z7/UqrmlWWLBVv71wiC4b3V0Wi8Xs0vzGtRN6aldJnV5fnq97/7NB3eMnsCTQTxy6TJ7jEYGOc/aQND36+Xat2luh8rpmJUaFml0SOkBVQ4tufn2NapocGpUVp8d+MJS/NzqIe+n86B7xuvtf67WnrF4XPbtUj1wwWFeMzeR5xvdyuQztr2xUTnGtcopqlFNcp5yiGu0prZfD1dp+4Wo++dM+Ajq4J0UGq8IhFVQ0qqCiUV9tL/F8LNhmUe+kKPVPi1a2J9BHKyMuXFYr37ho/eb8x8Ld+svc1ln2PsmReu7q0cyyd5L/O2+Q9pTVa3FumW55Y40+uXOSUtiEx+flltRpT2m9QmxWnZnNMnmgo2QmRGhIRoy2FNZo7rZiXTkuy+yScIrsTpfueHud9pbVKyMuXC9cO0ZhwaxS6mhjerbuOn//uxu0IKdUD3y4WSv2lOvRi4cqMjSgoxPaGIahsroW5RTVHhbSc4tr1dBy9M2Uo0ODNCAtWplRcfrrSX7dgH71zbt3sixh0copqtXO4lrtaPv/nUW1qm12tA5Eca3+u/Hbx8RFBGvagBRNH5iiKf2TFRMWbN4FwDTldc26992NWrSzVJJ08cgM/f6iIfxA70RBNqv+ftUo/eC5pdpdWq9b3lij/9w6gT9afJx7N/nJ/ZIUzc9ToEPNHtJNWwpr9OWWIoK7jzMMQ//vk61atrtckSE2vXT9GCVHs4qisyS0LZ1/cfEePTEnRx9vOKBNhdV69qpRGtgtxuzyYIIWh0sr95Zr/vYSfbW9WPsrG496vxCbVX1TojQgrXU1t3tVd7fYMFksFpWXlxPcT1ZCZIgm9EnUhD7fnhtsGIYOVDe1vntSVOd5F2V3SZ2qGuz6aH2hPlpfqCCrReN7J2h6dqrOGpiqrMQIE68EXWXhzlL94v2NKq5pVmiQVb+7cIguG8PS+K4QGx6sl68fq4ueW6qN+6v1s/c26pkrR/Lc+zB3/y3L5IGOd/aQND0xJ0fLdpeputGu2HDeHPNVry3L079W7ZPFIj39w5GExy5gtVp029Q+GtMjXne9s157SluXzj8wO1vXT+jJCtwAUFnfogU5rUF90c6ywzYstFiknomR6p8apQFpMZ6A3jMxQkG2zmm3Nj24L1u2TM8++6yKi4s1dOhQPfDAA0pNTe3wx5wIi8WijLhwZcSF68zsbz+v3enS+n1Vmr+9WF9tL9bu0not3VWupbvK9dvPtqlfSpTOGpSqswamaERmvGx8Q/uVhhaHHvt8h95ckS+pdWn8s1ePUnYavzy7Us+kSD1/zWhd89JKfbbpoPqmROmnZ/U3uyychLyyeu0oqpXNatFZAzvuZziAVn2So9Q/NUo7i+s0f3uxfjCqu9kl4SQsyCnR7z7bJkn61eyBOmsQPy+70pieCfr8J5N137sb9E1OqR757zbN316iP106TOlx4WaXhw5kGIZ2l9bpq+0lmr+9WGvzK+U65GTApKhQTc9uXXk9qW9Sl6+0NTW4L1q0SGeddZbuu+8+XX755fr73/+uSZMmacOGDYqKiuqwx3SUYJtV43olaFyvBD14zkDtLav3hPjVeZXKLalTbkmd/vHNbiVEhmjagBSdNTBFk/snK4ol1D5t3b5K3f/uRu0tq5ckXT+hhx6YPZAdsE1yWu9EPXrxEP3yg83661e56pMcpfOHp5tdFk6Qe1O6Cb0TFR8ZYnI1gH86e0g37SzO1RdbigjuPmhnca3ufme9XIZ0+ZjuunlyL7NLCkgJkSF69YaxenNFvv7w+XYt2VWmWX9dpN9dOEQXjkhn5Z8PsztdWp1Xoa+2lWj+jmLllx++edzAbjE6a2CKpg9M1bCMWFNXWpiaJh966CFddNFF+uMf/yhJOuuss9StWze9+OKLuu+++zrsMZ2lV1Kkbp7cWzdP7q3qBru+2Vmi+dtLtCCnRBX1Lfpg3X59sG6/QmxWje+doPOHp+vcod3og/YhdqdLf5ufq2cX7JLLkNJiwvTEZcM0uV+y2aUFvCvGZmlXSZ3+uXivfvbeRmUmRGhEZpzZZeEEfMkyeaDTzR6Spr/Nz9WinaWqb3bwN4gPKa9r1k2vr1Zds0PjeiXo9xexg7yZLBaLrpvQU5P6Jum+dzdqY0GVfvqfDZq3rVi/v2gIb0D7EIfTpcW5ZfpofaEW5JSotunbJfAhNqtO65Ooswam6MzsFHWP955WaNN+ejc0NGjZsmV6/fXXPbdFRkbqrLPO0rx5844awk/mMV0lNiJYF47I0IUjMjzv3MxvW2aRV96gxbllWpxbpkc+3arzh6frsjGZGpUVxw9gL5ZbXKt7392gLYWtZ3heOCJdv71giGIj6BH0Fg/MHqg9pfWav6NEt7yxRp/eNUndYlm25gsKqxq1cX+1LBZp5mCWfQKdJbut5zKvvEELckp03jBWJ/mCZodTt721VgUVjcpKiNDz14zmmGIv0Sc5Sh/cNkHPfbNbf5ufq/9tPqhVeRX606XDNG0Ap6N4s/zyer27pkDvr92v4ppmz+0JkSE6M7t1pfTp/bx3pbRpVRUUFMjlcikjI+Ow2zMyMvT111932GMkqbm5Wc3N3w5OTU1rELPb7bLb7Sd7Ccc1NitWY7Ni9cuZfbWnrEFztxXrg3UHlF/RoH+vLtC/VxeoT3KkLhudoYuGd+N81VPgHsOOGkuXy9DrK/bpz/Ny1eJwKS48WI+cP1DnDE3r0K+DozvR8fzzpUN0xYurtLOkTje9tlr/unmsIkK88wduIDrWeH6+qVCSNDorTvFhNr6vfEhH/8xF55s5KEUvLs7T55sOaNbAw1eMMZ7exzAMPfjRVq3Oq1RUaJBeuHqEokMs7RojxrPr3D6lp07vE6+fvb9Fe8rq9aNXV+uHY7vrgVn9O2xlC+N56hpbnJqzrVjvrS3UqrxKz+3xEcG6YHg3nTMkTcO7xx6yN5nRqc/3qXxui2EYxvffreNt2bJFQ4cO1bJlyzRhwgTP7b/4xS/00UcfKTc3t0MeI0kPP/ywHnnkkSNuf+eddxQR0XXLHwxD2l0rrSixakO5RXZX6wvEajE0JN7QaSmGsuMM2ZiEN01Fs/TOLqtya1rf1R4Y59KVfVyKZfWTVytvkp7cbFOdw6JRiS5d399ldkn4Hn/bYtPuWosu7unUGd1M+TUEBIz8WunJLUEKsRp6dIxTbM/i3RYXWfT+XpssMnTrQJcGxvEz0pu1OKXPCqxaeLD1b8ekUEPX9HOqV7TJhQUww5D21UsrS6xaW2ZRk7M1XFnUmrXGpxgaGm/IjEUsDQ0Nuuqqq1RdXa2YmBPb4Nq0aamEhARJUnl5+WG3l5eXez7WEY+RpAcffPCwZfQ1NTXKzMzUtGnTlJiYeMzHdZZ7JNU22fW/zcV6b91+bdpfo00VFm2qkFKjQ/WDkem6ZFSGenC8XLvY7XbNmzdPM2bMUHDwyS1jNwxDH284qL/8b4fqmh0KD7bqgbMH6MqxHPPW1U52PAeNrtTVr6zRunKrrs4YrguGd+vEKtFeRxvP0tpm7VmxUJJ076XT1C02zMwScYI64mcuupZhGPpXwWIdrG5SVN8xOmvgt8t5GU/vkltSp1/8Y4Uklx6cna0fTexxQo9nPM1xkaTle8r1yw+36mB1k/62NUg/ntxLd0/rc0otDoznialsaNEnGw/q/bWFyimu89zePS5Ml4zK0CWjMkz/m+O7OfZEmBbc09PTlZqaqrVr1+q8887z3L5q1SpNmjSpwx4jSaGhoQoNPXIpenBwsGnfBAnBwbp2Yi9dO7GXcopq9Z/VBfpo/X4V1zbrH4v26h+L9mp8rwRdMTZTs4d0Y/fydjjZ8Syva9ZDH23Rl1tbd7gemRWnJy8foV5JkR1dIk7AiY7naX1TdM+Z/fTUVzv18GfbdVrfZGVwTIvXOHQ8v955QIYhDc+MU1YSUxK+yszfoThxZw9J06tL8zRve6lmD8s44uOMp/laHC797P0tana4NLV/sm6Z0uekJw8Yz643ZUCavvxpoh7571Z9uK5Qzy/aq0W55XrqihEakHZqv+sYz2Nzugwt2VWmd1cXaN62YrU4W1ddhgRZNXtImq4Yk6nTeieauhv8oU5lHE3d5eJHP/qRXnrpJR082Lqz8Mcff6wtW7boRz/6kec+jz/+uK677roTeoyvGZAWrf93/iCt/NVZeu7qUZraP1kWi7Ryb4Xue3ejxj36lf7fJ1u0/WCN2aX6nfnbizXrr4v15dYiBVkt+vmsAXrv1gmEdh9157Q+GpkVp9omh+77zwY5XSwv9EZfth0Dd/ZgdpMHusrsIa2rkOZtL1aLg3Yib/TUVzu17WCN4iOC9cSlw1jx54Niw4P15OUj9I+rRyk+IljbDtbo/GeW6J+L9vA3SQcrrmnS3+bnasqfFuj6V1bpf5sPqsXp0pCMGP3uwsFa/auz9PQPR2pi3ySvCe2nytQdnH7zm98oJydHffv2VY8ePZSXl6enn35a48eP99wnNzdX69atO6HH+KqQIKvOGdpN5wztpgNVjfpg7X69u7ZABRWNemN5vt5Ynq+RWXG6alyWzhuWziz8KdhVUqsn5+3U55tbA0T/1Cg9efkIDcmINbkynIogm1V/vWKEZj+9WCv3VuilxXt069Q+ZpeFQ1TWt2j5ntZlYrM5Bg7oMqN7xCspKlRldc1avqdcU/tzrKk3WbmnXM8v3C1JeuwHw5QSQwuRL5s9tJtG94zXgx9s1vwdJXr08+36bNMB/eLsbE3qm2R2eT7L6TK0KLdU76zcp693lHjeDIkND9bFIzN02ZjuGpzuv3/Lmxrcw8LC9OGHH2rfvn0qLi5W//79FRt7+JP9wAMPqLa29oQe4w/S48J19/R+unNaXy3bXa53VuVr7tZird9XpfX7qvTbz7bpByMzdNX4Hqe8/CaQFFQ06K9f5eqj9fvlMiSLRbr59F66f+YAhQXzRog/6JEYqd+cP0i//GCz/jw3R6f3S/LrH+K+Zt72YjldRusRVaxsAbqMzWrRrMGpenvlPn255SDB3YvUNNl137sbZRjS5WO662ze1PQLKdFheun6MfrP6gL97rNt2ri/Wle/tFITeifqZ7MGaHSPeLNL9BnFNU16t+1UrsKqRs/t43om6KrxWTp7SFpA/B3vFWcmZWVlKSsr66gf69u37wk/xp9YrRad3i9Jp/dLUmlts95bW6B/ryrQvooGvb48X68vz9eorDhdNb6HzhvWLSBetCejuKZJz3ydq/+sLpDd2fru3IxBqbp/Zn9lp53Yjo7wfpePydT87SWau61Y9/5ngz6963S+N7zEnLZl8u5luwC6zuwh3fT2yn2au7VYv7/IOOT4I5jp4U+2qrCq9bz2/3f+YLPLQQeyWCz64bgsnTkwRc8t2K13Vu7T8j3luuQfyzQ9O0X3zezP5MIxuA6ZXZ//ndn1S0Z115XjMtUvNbAmL70iuKN9kqNDdccZfXXblD5aurtM76zcp3nbirVuX5XW7avSb/+7VT8Y1V1Xjc9S/wB7IR9LRX2Lnl+4W68vy1NzW0/f5H5Jun/mAI3IjDO3OHQai8Wix34wVOv2VWlncZ0e/3KHfsMfQ6arbbJrcW6ZJGn2UGaUgK42vneC4iKCVV7folV7KzShT9efrIPDfbbpgD5cXyirRXrqihGK6qDzv+FdUqLD9PAFg3Xz5F762/xcfbCuUPN3lGj+jhKdO6yb7pvRX32So8wu0yuU1DTp3TWts+v7K7+dXR/bM15XjsvSOUMDd6KSnw4+yGq1aHK/ZE3ul6yS2ia9t2a//r16nwoqGvXasjy9tixPo3vE66q2F3cg9sLXNNn10uK9emXJXtU1OyS19vf9bOYA/lAJEIlRoXrismH60aur9erSPJ2ZnaLJ/Vgaaqavd5SoxelS7+RI9UvhDxSgqwXbrJoxMFXvrd2vL7cc5PehyQ5WN+qhj7ZIku6a1pel0wGge3yE/nTpcN02tY+e+ipX/914QP/bdFBfbD6oH4zqrp9M76fMhMA7Dtq9M/y/Vu7TV9uL5WibXY8JC9Ilo7vrynFMSkoEd5+XEh2mO6f11e1T+2jJrrZZ+O3FWptfqbX5lfr1x1t0ZnaKzhnaTdOykxUR4t9D3tji1OvL8/T8wt2qarBLkganx+hnMwfojAHJ7NAaYKYNSNF1E3rojeX5+tl7G/XlT6YoPjLE7LIC1peeZfJpfC8CJpk9NK01uG8tYiWSiVwuQz97b6OqG+0a3j1Wd0/vZ3ZJ6EK9k6P0zJUjdccZffSXuTv11fZivb92vz7ZUKgrx2Xprml9/X6DQqfL0Mq95fp880F9uaVYZXXNno+N6dE6u34ubcCH8e8UF0CsVoum9E/WlP7JKqlp0ntrv52F/9/mg/rf5oMKD7ZpWnayzh2a7nch3uGS3lyxT/9YtFelta3f+H1TonTfjP46e3Ca3xwDgRP34OyBWrqrTLtL6/XQx5v17FWjCI0maGxx6pucUkn0twNmmtQ3SVGhQSquadb6gioNS2f1ixleWbpXS3eVKzzYpqeuGKFgm6knNMMkA7vF6KXrx2j9vkr9Ze5OLdlVpjeW5+vdNQW6fmJP3TTRv/bzcjhdWrW3Qv/bfFBzthaprK7F8zH3zvBXjsti4+1j8J/kBo+UmNZZ+DvO6KPNhdX63+aD+nzzQRVUNOrzzUX6fHORwoKtnpn4M7NTfDbEl9Q26YtNB/T0BpsqmndIkjITwvXT6f110cgMNt6BwkNs+usVI3Xxc0v1+eYifbiuUJeM7m52WQFnUW6ZGu1OdY8P1+B0NoQEzBIaZNOZ2Sn6dOMBfbnloIalM9Pb1XYU1ehPc3IkSb8+b6B609sc8EZmxeutm8dr2e4y/XlOjtbtq9ILC/fo7RX7NCnZquzSevXvFuuTEw8Op0sr3WF9S5HK678N63ERwZo1KE3nDOumiX0SeQPre/hmWkO7WCwWDesep2Hd4/TA2dnaUljjCfH7KhoOC/HTBnwb4iO9eGMUh9OlDQVV+ianVN/sLNGWwpq2j1iUGh2qu6f30+VjMhUSxDc+vjW0e6zundFfT8zJ0W8+3apxvRICsofMTHO2FUuSzh7MMnnAbLOHpOnTjQf0xZYi/XzG0U/vQedosjv1039vUIvDpenZKbpqnH/NqOLUTOyTpA9uT9SCnBL9ec5ObTtYozn7rZrzt6XKTAjXGf1TNC07WRN6J3n1HlYOp0sr9nw7s15xSFiPjwjWrMFpOmdoN00grJ8Q701o6FAWi0VDu8dqaPdY/fLsAdp64NsQn1/eoC+2FOmLLUUKDWoN8bOGpGpoRqx6JkYqyORvqNLaZi3cWaoFOSVaklum6kb7YR8fkh6jvsGV+t31pys6wr/7gXDybpvaR9/klGh1XqXu/c8G/efWCazI6CIOl7Qgh93kAW8xdUCywoKt2l/ZqG0Ha80uJ6D8ZW6OdhTVKjEyRH+8ZBhvZOIIFotFZ2an6oz+Kfps4379/csN2ltnU0FFo95cka83V+QrJMiq8b0SdMaAFJ0xIFm9kyJNfS0ZhqED1U3adqBGX+8o1pytxUeE9bOHtIb103oT1k8WwT0AWSwWDcmI1ZCMWP1iVmuI/7wtxOeVN+jLrUX6cmvrJlKhQVb1T41Wdlq0srvFaGDb/yd04gZfx55VbxUbHqwp/ZN1RltPf1yYVZ9//jmbV+C4bFaLnrx8hGY/vVhr8iv1/MLdunMaM01dIafaorpmh1JjQjUyk12TAbNFhATpjP4p+nJrkeZsK1a22QUFiGW7yvTSkr2SpMcvGabk6FCTK4I3s1otmj0kTcY+l6ZOP0tr9tVoQU6JvskpVWFVoxbnlmlxbpl+95mUlRChMwYk64wBnT8b39DiUE5RrXYU1Wr7wRrtOFir7UU1qm1yHHa/hMgQzRqcpnOHdtNpvRNMnwj0BwT3AHdoiP/5rAHadrA1xC/dVa6colo12p3aXFitzYXVhz0uNSZU2Wkxyu4WrYFpMRrYLUa9kyOP+w6aYRhqcbrU1OJSk8Opxhbnt/9vd2l/ZYMW7izV4qPMqg/NiPX8QBrePe6wb3673f7dLwUcVWZChB65YLDuf2+jnpq3U1P6JWto91izy/J7G8tbZwFmsVEk4DVmD01rDe5bS5RNm3unq26w6/73NsowpKvGZ+msQalmlwQfEhkapLMGpeqsQakyDEO7S+v0TU7ratRVeyu0r6JBbyzP1xvLD5+Nz06LVliwTWHBVoUH2xQeYlNYUOv/hwZZjztL73IZ2l/ZqO1FbeH8YI12FNUov6JBhnHk/YOsFvVNidKoHvE6d2g3je9FWO9oBHd4WCwWDU6P1eD0WP18Vus37L6KBu0oqtF2zzdsrfZVNKi4plnFNaVauLPU8/hgm0V9kqMUGRqkJrtTjXanmu0uNdqdnn8f7Rv9aGLDgzW5X5LOGJCiqf2TeVcaHeYHozI0f0exPt9cpJ/8Z73+d/dkr+4T83UOp0tbKlv/MDh7CMvkAW9xZnaKQmxW7SmrV1GG2dX4v19/skUHq5vUKylSvz53oNnlwIdZLBb1TYlW35Ro3Ty5t+qbHVq2u1zfHGU2/vuEBVsVFmxTeLCtLeC3hnyXIe0qrlV9i/Ooj0uODlV2WrQGdotpXZWbFqO+KVHsMdXJCO44JqvVop5JkeqZFKmzDzm+qa7ZvUSmxrNEZkdRreqaHdpR1L5eOZvVorAga9s7fq3v/MWGB2tin8SjzqoDHcVisejRi4ZqbX6l9pTW67Evtuu3Fw4xuyy/tSqvUvUOi+IjgjWuZ4LZ5QBoEx0WrNP7JenrHSXaWMFKmM70yYZC/XfjAdmsFj11xQifPckH3ikyNEgzBqVqRtts/K6S1tn4RbmlKq5pUtMhk2hNdqfszm9n0ZrsLjXZXarS0Vevhtis6pcapey0GA3sFu1ZbZsUxYSaGfjJgRMWFRqk0T3iNbrHt72qhtG6nGZnca3sTsOzJCfskGU5YSGt7+qFBdkUbLOwIQtMEx8Zoj9fNlzXvrxKbyzP17QBKZqWnWJ2WX7p8y2tu8nPGJjCm3GAlzl7SJq+3lGi9WVWGe1dEocTsr+yQb/+eIsk6SfT+2lEZpy5BcGvWSwW9UuNVr/UaN0ypfdR7+NwutTkcLWuhm1xqtnhVOOhbax2p1yGod7JUeqVdPw2WHQtgjs6hMViUWZCBEdswWdM7pesH03qqVeX5unn72/SnJ9OViLvIHeosrpmfbzhgCTp/GHdvufeALrarEFp+k3wFh1sdGnp7gpNG0g7S0dyugzd/+5G1TY5NDIrTnec0cfskgAF2ayKslkV5cXHP+PoeAsFQMD65dnZ6p8apbK6Zj3w4WZmnDrY68vy1OxwKSvS0Phe7CYPeJvYiGBdPqa7JOnFxXtNrsb/vLR4j1burVBEiE1/vWIEq44AnBJ+ggAIWGHBNv31ipEKsVk1b1ux3l1TYHZJfqOu2aHXl+VJkqZnuGiNAbzUjRN7yGoxtHxPhTYUVJldjt/YeqBaf56bI0l6+PzB6pEYaXJFAHwdwR1AQBuUHqP7Z/aXJD3y323KL683uSL/8K+V+1TT5FCvxAgNS2AlA+Ct0uPCNTqp9Xv0+W92m1yNf2iyO3XvfzbI7jQ0Y1CqLmtb1QAAp4LgDiDg3Ty5t8b1SlBDi1P3vbtRDqfL7JJ8WrPDqZeW7JEk3TK5pzi6HfBu09Nbf+bN2VakXSV1Jlfj+56Yk6OdxXVKigrVH38wlBVHADoEwR1AwLNZLXry8uGKDg3S2vxKPb+QWadT8fH6QhXXNCs1JlQXDE83uxwA36NbhDQ9O1mGIb24iJ9/p2LprjK9vKR1v4A/XTqUTU8BdBiCOwBI6h4foUcuHCxJ+utXudq0v8rcgnyU02XohYWts+03n95boUH8mgF8wa2Te0mSPlpfqKLqJpOr8U3VDXbd/+5GSdLV47N0ZnaqyRUB8Cf8RQUAbS4emaFzh3aTw2Xo3v9sUGOL0+ySfM7crUXaU1avmLAgXTk+y+xyALTTyKw4jeuVILvT0MttrS44Mb/+ZIuKaprUKylSD5070OxyAPgZgjsAtLFYLHr04iFKiQ7V7tJ6/fGL7WaX5FMMw9A/2toMrp/YkzNiAR9ze9s54++s3KeqhhaTq/Etn2wo1H83HpDNatFTV4xQRAg//wB0LII7ABwiLiJEf75suCTp9eX5Wriz1OSKfMfy3eXatL9aYcFW3TCxp9nlADhBZ/RPVnZatOpbnHpzeb7Z5fiMA1WN+vXHWyRJd5/ZVyMy48wtCIBfIrgDwHdM6Z/sCZ4/f2+jKuuZeWoP92z7FWMy2ZAJ8EEWi8Uz6/7qsjzahdrB5TJ0/7sbVdvk0IjMON01ra/ZJQHwUwR3ADiKB2Znq29KlEpqm/WrjzbLMDiL/Hg276/W4twy2awW3Ty5t9nlADhJ5w7tpsyEcFXUt+jdNQVml+P1Xlm6V8v3lCs82KanrhihIBt/WgPoHPx0AYCjCAu26a9XjFCQ1aIvthTpw3WFZpfk1dxH6F0wPF2ZCREmVwPgZAXZrPrxlNZZ9xcX7ZHd6TK5Iu+1o6hGf/oyR5L0f+cNUq+kSJMrAuDPCO4AcAxDMmJ174z+kqTffLpVBRUNJlfknfaW1evzLQclSbdOZbYd8HWXje6upKgQFVY16rNNB8wuxys1O5z66b83qMXp0vTsFF05LtPskgD4OYI7ABzHbVP7aEyPeNU1O3T/uxvldLFk/rteXLRbhiFNz05RdlqM2eUAOEVhwTb9aFLrue7/+Ga3XPzcO8KTc3dqR1GtEiND9MdLhslisZhdEgA/R3AHgONwH+0TGWLTqrwK/XMx5xsfqrimSR+sbW0jcG9qBcD3XXNaD0WFBmlncZ0W5JSYXY5XWbGnXC+2/S744yXDlBzNZpwAOh/BHQC+R2ZChH5zwWBJ0l/m5mjrgWqTK/IeryzZqxanS2N6xGtMzwSzywHQQWLDg3X1+CxJrbPuaFXTZNf9726UYUg/HJupGYNSzS4JQIAguANAO1w2urtmDkqV3Wno3v9sUJOdY5KqG+x6a0XrWc/MtgP+58bTeynEZtWa/Eqtzqswuxyv8JtPtqqwqlFZCRH69XmDzC4HQAAhuANAO1gsFj32g6FKigrVzuI6z07Cgeytlfmqb3FqQGq0pg1IMbscAB0sNSZMl4zOkCQ9z6y7Ptt0QB+tL5TVIj11xQhFhQaZXRKAAEJwB4B2SowK1ROXDpPUenbvktwykysyT5PdqVeW7JUk3XZGb1mtbMwE+KMfT+kji0Wav6NEO4pqzC7HNEXVTXrooy2SpDun9dXoHvEmVwQg0BDcAeAETMtO0TWntfZ9/uy9japusJtckTneW1Og8voWZcSF67xh6WaXA6CT9EqK1DlDukmSXlgYmJtzulyGfv7+RlU32jWse6zumd7P7JIABCCCOwCcoF+dM1C9kyJVVNOkX3+yxexyupzD6dILi1r/gP/xlN4KtvGrBPBnt01t3cPi040HVFDRYHI1Xe/15XlanFumsGCrnrpiBD/zAJiCnzwAcIIiQoL05BUjZLNa9N+NB/Tx+kKzS+pS/9t8UPsrG5UQGaLLx2SaXQ6ATja0e6wm90uS02XopQA7EnNnca3++MUOSa1v2vZJjjK5IgCBiuAOACdhRGac7jmzdbnkAx9u0saCKnML6iKGYXiOhvrRxJ4KD7GZXBGArnB726z7v1cXqKyu2eRqukZ5XbNuen21mh0uTe2frGtP62F2SQACGMEdAE7SndP6aNqAZDXZXbrp9TXaX+n/S0i/ySnVjqJaRYbYdN2EnmaXA6CLTOiTqOHdY9XscOn1ZXlml9PpmuxO/fjNtSqoaFRmQrievHy4LBY24QRgHoI7AJykIJtVz1w1Stlp0Sqra9ZNr61RTZN/b1b3j4Wts+1Xjc9SbESwydUA6CoWi0W3n9E66/76sjzVNTtMrqjztG5Gt0lr8ysVHRakV28Yq8SoULPLAhDgCO4AcAqiQoP0yg1jlRIdqpziWt31zno5nC6zy+oUa/MrtGpvhYJtFt10em+zywHQxWYOSlPv5EjVNDn0r5X7zC6n0zz11U79d+MBBVkteuGa0eqbEm12SQBAcAeAU5UeF66Xrx+r8GCbFu0s1W8+3SrDMMwuq8P945vWTal+MLK70mLDTK4GQFezWi26bUrrrPtLS/ao2eE0uaKO9/7a/Xrm612SpD9cPFQT+yaZXBEAtCK4A0AHGNo9Vk//cIQsFuntlfv08pK9ZpfUoXYW1+qr7cWyWKQfT2W2HQhUF45MV1pMmIprmvXJ+gNml9Ohlu8u14MfbpIk3X5GH10+llMzAHgPgjsAdJCZg9P00DkDJUmPfr5dc7YWmVxRx3m+rbd91qA0jkMCAlhokE03nd5LkvT8ot1yuvxjddHu0jrd9tZa2Z2Gzh3aTT+fOcDskgDgMAR3AOhAN53eS1ePz5JhSD/99wZt3l9tdkmnbEthtT7d0Dqzdlvb5lQAAteV47MUExakPaX1+vdq3+91r6hv0Y2vrVZ1o10jMuP0l8uHy2plB3kA3oXgDgAdyGKx6JELBmtK/2Q12p266fXVOlDVaHZZJy2/vF43vLpKDpehswamaERmnNklATBZVGiQbj+jryTp/32yVQtySkyu6OQ1O5y69c01yi9vUPf4cP3zujEKC7aZXRYAHIHgDgAdLMhm1bNXjdSA1GiV1DbrxtdW++TRSWV1zbr+lVUqq2vRwG4xeuqKEWaXBMBL3Dqlty4emSGny9Adb63TxoIqs0s6YYZh6Bfvb9LqvEpFh7Ye+5YczbFvALwTwR0AOkF0WLBevmGMkqJCtaOoVne9s86njomrb3boptdWK6+8QRlx4Xr9R2MVHca57QBaWa0WPX7JME3ul6RGu1M3vrZae8vqzS7rhPz1q1x9suGAbFaLnrtmlPqlcuwbAO9FcAeATtI9PkIvXz9GYcFWfZNTqt9+ts0njomzO1264+112ri/WvERwXrjpnFKieH4NwCHCwmy6h/XjNbQjFiV17fouldWqrS22eyy2uWj9fv19PxcSdLvLxqiyf2STa4IAI6P4A4AnWh4Zpz+esVIWSzSG8vz9erSPLNLOi7DMPTAB5u1cGepwoKtevmGsewiD+CYokKD9MoNY5WVEKGCikb96LVVXt8atGpvhX75/mZJ0q1Te+vKcVkmVwQA34/gDgCd7OwhaXpwdrYk6Xf/26avthWbXNGx/Xlujj5Yt182q0XPXjVKo7LizS4JgJdLjg7VGzeOU2JkiLYU1uj2t9aqxeGdrUF7y+r14zfXqMXp0uwhafrlrGyzSwKAdiG4A0AXuGVy66yOYUj3/Hu9thR63zFxry/L07MLWs9r/8PFQzR9YKrJFQHwFT2TIvXKDWMVEWLT4twy/eL9jXJ52RnvlW3HvlU12DU8M05PXj6CY98A+AyCOwB0AYvFot9eOFiT+yWpoaX1mLiD1d5zTNznmw/q4f9ulSTdN6O/rhjL0lEAJ2Z4Zpyeu3qUgqwWfbzhgB7/cofZJXk0O5y69a212ltWr4y4cP3zutEKD+HYNwC+g+AOAF0k2GbVs1ePUv/UKBXXNOvG19Z4xRnvK/eU66f/2SDDkK4en6W7z+xrdkkAfNQZA1L0+CXDJEkvLNqjl5fsNbkiqaHFofvf3ahVeysU3daTnxLNhpsAfAvBHQC6UExYsF6+fqySokK0/WCNZjy5UK8s2SunSUtKc4pqdfMba9TicGnmoFT99sIhslhYOgrg5F0yurt+cfYASdLvPtum/248YFotX+8o1ownF+mzTQdb9+64epQGpHHsGwDfQ3AHgC6WmRCh/9w6QaN7xKu+xanffrZNFz+3tMv73g9UNer6V1aptsmhMT3i9bcrR8pGvyeADnD71D66YWJPSdL9727Ust1lXfr1S2qadOfb63Tja2tUWNWojLhwvXrDWE3pz7FvAHwTwR0ATNAnOUrv3TpBf7h4qKLDgrRpf7Uu+PsS/f6zbarvgqOUqhpadP0rq1RU06S+KVF66foxCgum3xNAx7BYLPq/8wbpnKFpanG6dOsba7XtQE2nf12Xy9CbK/I1/S8L9b/NrbPst07prXn3TSG0A/BpBHcAMInVatFV47M0//6pOn94ulyG9NKSvZr51CJ9vaPzjoxrsjt1yxtrlFtSp7SYML1+4zjFRYR02tcDEJhsVouevHyExvdKUG2zQze8ukoFFQ2d9vV2FNXokueX6f8+3qLaZoeGd4/Vp3dN0oPnDFRESFCnfV0A6AoEdwAwWUp0mJ65cqRe/dFYdY8PV2FVo258bY3ueHutimuaOvRrOV2G7vnXeq3Oq1R0WJBeu3GsMuLCO/RrAIBbWLBNL143RgNSo1VS26zrX12lyvqWDv0ajS1OPf7lDp33tyVav69KUaFBeuSCwfrwjkkanB7boV8LAMxCcAcALzFtQIrm3jtFt07tLZvVos83F+msvyzUm8vzOmTzOsMw9JtPt2jutmKF2Kz6/+3deVSU9f4H8Dcg+w6miKwKkhsajGQkGCZIiOL1Ji5XM3DlZJerpaYJmukhl0560itU96pdf5lLP6+FvzxWXgs8ubAMIuogWIBsDossw87M7w/iuU6ACY4+4/h+neM5+n2W+TzzPc7Dm+f7/c6nr0nwrIOVBionIuqZtakhDkb7wdHaBLfkCkQfvIzGlnaNnPvHXDmm7PoJ+87lo02pwpSRA/HdqkAs9Hfjmh1EpFM4boiISIuYGfXDuleGI2LMYKw7kY2soruIO5mDrzKKkTBzNIYPerCgrVKpUF7bjLw79ciX1yPvTj2ul9YiraAaenrArjljMX6I/SO+GiKiDg7WHdNyXk38GZmFdxH+cQp8XGwxdIAFPJ6xgMcACzjbmT1w2JbXNeP95Gv4+rcV6wdZm+C96SMRMtLhUV4GEZFoGNyJiLTQCEcr/G+MP/7nYgG2n5ZBWnQX0z5OxeKAIYh92ROmRh0LybW2K1FY1YC8O/VCSM+/U498uQL1PSxyt2naSISNHvQ4L4eICJ4DLfGPhRIs+Mcl5MsVyJcr1LYbGejDvb85PAZYYOgz5h2hfoAFhvS3ED7zlEoVjqQVIeH/rqO2qQ36esBCfze8FeIFC2P+WEtEuoufcEREWspAXw+vveCGkBEOeO+bHHx7tQyJP+bjVHYJRg6yRp68HgWVCrS2dz+M3kBfD672Zhj629Msj2csMMbZGh4D+B3GRCQOiZsdzq1+CWm/VquNCLpVUY+mViVk5XWQldepHaOnBwy2McXQZyxQ09gKadFdAMBIRyskzBwNbyebx38hRESPGYM7EZGWc7A2wb75vvj+WjniT15FUVUjiqoahe2mhgYYOsBcGG7aGdRd7c1h1I9LmRCRdhloZYKp3uqjfpRKFYrvNiLvt1FDnaOI8uT1uNvQitvVjbhd3fG5Z2ZkgFXBw/C6vxv6GfAzjoieDgzuRERPiMkjBuKFofY4mlYEpQodT9EHWGCQlQn0uQgTET3B9PX14GxnBmc7MwR5DVDbVlnfLIT4msZWTB/jCCdbM5EqJSISB4M7EdETxNy4H6JedBe7DCKix8bewhj2FsZ4ngtqEtFTjOOLiIiIiIiIiLQYgzsRERERERGRFmNwJyIiIiIiItJiDO5EREREREREWozBnYiIiIiIiEiLMbgTERERERERaTEGdyIiIiIiIiItxuBOREREREREpMUY3ImIiIiIiIi0GIM7ERERERERkRZjcCciIiIiIiLSYgzuRERERERERFqMwZ2IiIiIiIhIizG4ExEREREREWkxBnciIiIiIiIiLcbgTkRERERERKTFGNyJiIiIiIiItFg/sQsQg0qlAgDU1dXB0NBQ5GroYbW2tqKhoQG1tbXsTx3A/tQt7E/dwz7VLexP3cL+1C3sT91TV1cH4L95tDeeyuBeWVkJAHB3dxe5EiIiIiIiInqaVFZWwtraulfHPJXB3c7ODgBQWFjY6zeMtE9tbS2cnZ1RVFQEKysrscuhh8T+1C3sT93DPtUt7E/dwv7ULexP3VNTUwMXFxchj/bGUxnc9fU7pvZbW1vzP4EOsbKyYn/qEPanbmF/6h72qW5hf+oW9qduYX/qns482qtjHkEdRERERERERKQhDO5EREREREREWuypDO7GxsbYuHEjjI2NxS6FNID9qVvYn7qF/al72Ke6hf2pW9ifuoX9qXsepk/1VH1Zi56IiIiIiIiIHoun8ok7ERERERER0ZOCwZ2IiIiIiIhIizG4ExEREREREWkxBvd7KJVKnD9/HleuXBG7FHpI9fX1yMjIQFFRkdilkAY0NDRAKpWiuLhY7FJIQ4qLi5Gamoq6ujqxS6FeqKysxOXLl1FWViZ2KaQB7e3tuHTpEnJycsQuhTSA90rdolKpcOvWLWRnZ0OhUIhdDmnIw+RNBvd7bNmyBYGBgVi6dKnYpVAfVVRUICoqCm5ubliyZAnGjBkDiUSCvLw8sUujPigvL0d0dDQcHR0RFRUFb29v+Pv749atW2KXRn108eJFzJgxA2PHjkVAQAADwxNk48aNGDx4MF5//XW4ublh8eLFUCqVYpdFfdDc3IytW7fCw8MDwcHBeOutt8QuiR4C75W65/jx4/Dy8kJYWBhmz54NBwcHbNmyReyySAMeJm8yuP8mJSUFBw8eRGRkpNil0EMoKSnB1KlTcefOHaSnp6OkpATm5uZYvny52KVRHxQVFSEwMBAVFRXIzMxEYWEhTE1NMX/+fLFLoz7Kzs7GwoULkZKSInYp1AsnT55EQkICzp49i5ycHGRlZeH48ePYs2eP2KVRH9TV1aGhoQHnzp3DtGnTxC6HHhLvlbpHLpfjP//5D27cuIFr167hyJEjiIuLQ2pqqtil0UN42LzJr4MDUFVVBR8fH3z++ef44osvIJVKceHCBbHLIg1Zu3Ytvv76a1y/fl3sUkgDDh48iOjoaDQ3N6Nfv35il0N9lJeXB09PT/z8888YP3682OXQH4iIiEBLSwu+/fZboW3JkiW4fPkypFKpeIXRQ5s/fz4qKipw+vRpsUshDeK9Urc0NDTAwsIChw8fxuzZs8Uuh/pAE3mTT9wBREdHY968eQgMDBS7FNIQqVSKc+fOYe/evThw4AA2bdokdkmkIZcvX4arqyt/ECF6jDIzM+Hr66vW5ufnh6tXr6K1tVWkqoioJ7xXPvmqqqqQmpqKU6dOYe7cuXj++ecxffp0scuiPtJE3tS5/81lZWV/OJ/Zy8sLzzzzDADg448/RnFxMY4dO/Y4yqNeamxsRHp6+n33cXBwgIeHh1rb7t27kZOTg9zcXEycOBETJ058lGVSL1y6dAktLS09bjc1Ne0SEDqdO3cOSUlJ+OSTTx5VedRLMpkMcrn8vvv4+fnByMjoMVVEj0JVVRXs7e3V2uzt7dHe3o7a2tou24hIPLxX6oacnBysW7cOcrkclZWV2LVrF0xNTcUui/pAU3lT54L7xYsXsWPHjvvuEx8fj5CQEBQVFWHNmjXYu3cvLl68CKAj+NfV1SE1NRXe3t6wsrJ6HGVTD+RyOd5555377jNt2jSsXbtWrW3//v0AAIVCgcjISISFhSEjI+OR1UkPbuvWraisrOxxu5OTE7788ssu7enp6ZgxYwZiY2MRFRX1KEukXjh8+DC+//77++5z4sQJ4Zel9GQyNDREU1OTWltjYyMA8JcyRFqE90rdERAQIMxp/+677xAWFgZLS0tERESIXBn1hibz5lM9x10mk2HRokVqbfn5+VAoFPD29sa+ffswevRokaojTTl16hTCw8NRWloKBwcHscuhPsjIyMDkyZOxcOFCfPTRR2KXQxrAOe5PlrFjx2LChAlqi9Ft374dCQkJqK6uFrEyelic4647eK/UbePGjYOvry8SExPFLoV6QZN5U+eeuPeGl5dXl9UZly9fDqlUylUbn1AKhQLm5uZqbXl5eTAyMoKlpaVIVdHDkEqlCA4OxoIFC/iDCJFIgoOD8dVXX6G9vR0GBgYAOlaaDw4OFrkyIgJ4r9QlbW1taG9vh7GxsdDW1NSE27dvIyQkRMTKqC80mTef6uBOuichIQFlZWUICQmBtbU1Ll26hG3btmH16tVdAj1pv9zcXEyePBmjRo3CrFmz1D7gOG/6ydS5DklxcTEA4MqVK2hra4ObmxucnJxEro56smrVKnz++eeYM2cOXnvtNZw6dQpSqRRJSUlil0Z91LneiFwuR01NDVJTU6Gvrw9/f3+xS6Ne4r1StygUCgQEBGDx4sV49tlnUVVVJTxlj4mJEbk6EtNTPVS+Ozt37sTNmzf5w8gTSqVS4ejRo/j6669RWVkJFxcXzJ07F0FBQWKXRn1w5swZbN68udttnDf9ZDp58mS365DExMTgL3/5iwgV0YP65ZdfsH37dshkMri4uGDlypUYM2aM2GVRH0VERHRZb8TY2Bg//PCDSBVRX/FeqXtu376NPXv2QCqVwtLSEr6+vli2bBlsbW3FLo00oK95k8GdiIiIiIiISIvxe9yJiIiIiIiItBiDOxEREREREZEWY3AnIiIiIiIi0mIM7kRERERERERajMGdiIiIiIiISIsxuBMRERERERFpMQZ3IiIiIiIiIi3G4E5ERKQDJk+ejDNnzgAAampqIJFIkJub+8he7+zZs5g8eXKvj3v77bexY8eOR1DRg4mPj8eBAwc0ft7z589j7ty5Gj8vERERwOBOREQk2LdvHyQSCT766CO19tLSUkgkEly/fl2kyv6YVCpFVVUVAKC1tRXp6eloaGh4ZK9XVVUFqVTa4/aCggJIJBLcuXNHrT0vLw8FBQWPrK77yc7Oxt///nfMmDFDrX3p0qVISkrqsv/p06exYMECnDp1ChKJ5L5/DAwMkJOTgy+//PIxXQ0RET1N+oldABERkbYoLi5GRkYGZDIZ5s2bh4EDBwIAmpubkZ6eDoVCIXKFD8bGxgaXL1+Gl5eXaDU0NjYiPT0dLS0tau0ffvghDA0NRalpx44dmDNnDmxsbIQ2lUqFo0eP4pVXXumy/5EjR+Do6AhfX18kJiYK+wcEBGDVqlWYOXOmsO+oUaOwbNkybNu2DXPmzHnk10JERE8XPnEnIiK6x/Dhw+Hh4YH33nvvvvuVlpYiNjYWEyZMQFhYWJfh12+88QZ2796NnTt3YtKkSVi+fDna29shkUhw4sQJxMbGYtKkSZg1axakUikKCwuxbNkyBAQEICoqCsXFxcK5zpw5IzzZnThxImJiYvDrr7/2WJtCocDy5ctRVFQEAFi8eHG3T4mvXr0KoCOMHjhwAOHh4XjppZfw5ptvoqSkRO2cFy5cwMyZM/Hyyy9j9erVqKmp6fH1a2pq8OqrrwIApk6dColEgpUrVwLoGNVw5MgRYd/p06dj//79WL9+PUJCQhAeHo4ffvgB1dXVePvttxEQEIDIyEjk5OSovYZcLsfatWsRGBiIadOmYe/evVAqlT3W1NDQgKNHj2LWrFlCW3Z2Nnx8fFBTU4MNGzZAIpFgy5Ytwnvy7bffIjw8HA4ODsJ7ZmNjg+bmZuG6Ov+YmJjg1VdfhVQqRVZWVo91EBER9QWDOxER0T309PTwwQcf4NNPP8XNmze73aexsREvvvgiZDIZ4uLi8Kc//QmxsbH44IMPhH1kMhnWrl0LmUyG+Ph4rFy5EiqVCunp6ViyZAmGDRuG+Ph4tLS0ICQkBFOnTsVzzz2HzZs3o6SkBH/+85+Fc40bNw6JiYlITEzEpk2boFQqMW7cONy9e7fb+n4/VH716tXC8YmJiRg9ejRu3LgBKysrAEBsbCw+/PBDLFiwAJs2bUJ7ezt8fX1RXV0tXEtQUBBcXFzw7rvvwsDAACtWrOjxPTQ3Nxd+8ZGQkIDExES88cYbALoOlb9y5QpWrFgBMzMzvPvuu3ByckJYWBgmTZqE/v37Y8uWLTA1NcWUKVPQ1NQEAKisrISfnx8qKyuxceNGLF68GJ988gliYmJ6rOnnn39Ga2srxo0bJ7Q5OzsjMjISdnZ2OHjwIBITExEdHQ0AuHTpElpbW+Hv7692noyMDOjr62Ps2LFdXmPgwIFwd3fH2bNne6yDiIioLzhUnoiI6HemTJmCwMBArF+/HseOHeuyPSkpCfX19fj3v/8NExMTAB1PaN966y2sWLECFhYWAIDRo0fj008/FY5ra2sD0BGkO4Oso6MjvLy8sGHDBixfvhwAYG1tDV9fX1RUVKB///6wtbWFRCIRzhMUFIQLFy7g2LFjWLJkyR9ez71D5r/77jscOnQIhw8fhouLC2QyGfbu3YtffvkFLi4uAICXXnoJaWlp+Oyzz7B69WokJCQgICAAu3btAgBMmjQJubm5+Omnn7p9vX79+mHkyJEAAG9vbzg5Od23vnnz5mHDhg0AgPHjx+Of//wnAgIC8M477wAAnnvuOVhbW0MqlWL8+PHYuXMnhgwZgs8++0w4h4eHB0aPHo33338fAwYM6PIat27dgq2tLczMzIQ2GxsbNDU1YcyYMWrvLwAkJycjNDQUBgYGau0ZGRkYNmwYzM3Nu70WJycn5Ofn3/d6iYiIeovBnYiIqBvbtm2Dn58fLl68KMx175Seno7AwEAhtANAaGgoli1bhtzcXPj4+AAAXnjhhW7P7evrK/zd0dERAIRj7m0rLy9H//790d7ejgMHDiA5ORmlpaVoa2tDQUEBbt261atrysvLw+zZs7F+/XphKPu5c+egr6+PyMhIAB2/gFCpVMjPz8eNGzcAAGlpaViwYIHauYKDg3sM7r117/thbGwMOzs7tffDysoK5ubmKC8vF2ouKCjA+PHjhXqVSiVUKhVkMlm3wb25uRlGRkZd2rOysjBmzJgu7cnJyVizZk2X9szMTLXafs/ExEQYGUBERKQpDO5ERETdkEgkiIyMxJo1a3Dw4EG1bXV1dbC2tlZr63zKXldXJ7Td+3T3Xv36db39dtemUqkAAHFxcfjiiy8QHx8PDw8PmJmZYcWKFWhsbHzg66mrq0NERAQmTpyITZs2Ce0KhQKWlpbYs2dPl2Ps7e0BAPX19V2upacnzn3R2/dDoVAgODgYb775Zpd9elqQb+DAgaiqqoJKpYKenp7QnpWVhYiICLV9i4uLcfXqVYSGhnY5T2ZmJtauXdvjtVRUVMDPz6/H7URERH3B4E5ERNSDrVu3Yvjw4UhOTlZr9/DwwI8//qjW1rl42tChQzVex4kTJ7Bu3Tph/rVKpRKePj8IlUqF+fPnQ19fH//617/Ugqunpyeqq6thb28Pd3f3bo8fMmSI8PS90x99NZ6+vr7w2prm6ekpfN3cg/Lz80NzczOuX7+OESNGAABqa2tRUFAAb29vtX2Tk5Ph7+8PW1tbtfbCwkJUVFT0+MS9paUF165dw+bNm3t5RURERPfHxemIiIh6MHToUCxduhTvv/++WntUVBQyMzOF1dEbGhoQHx+PV1555Q/nc/eFnZ0d0tLShH9v3779vqvK/15cXBzOnz+PkydPCiMDOoWGhmLYsGFYunSpsBidSqXC8ePHkZKSAgCIjo7GoUOHhFXob968qTa/vDud0ws6V7bXpBUrVuCnn35SGyVQXV2NuLi4Ho9xdXXF2LFjcebMGaFNLpdDpVJ1GT2QnJyM8PDwLufIyMgA0DHnvjspKSkwMTFBUFBQr66HiIjojzC4ExER3Ud8fLywOnunkSNHIjExEUuXLsWQIUMwaNAgNDY2Iikp6ZHUsG3bNpw8eRKurq4YPHgwjh49et951r+XmJgIAwMDREZGdvk6OENDQ5w+fRotLS1wdHTE8OHDYWNjg2PHjgmjB+bNm4fZs2fDx8cHw4YNw4svvtjt957fy9raGosWLUJoaCh8fHyEr4PThKCgIBw6dAhbt27FgAED4OnpCS8vL7XvZ+/O3/72N+zfv1/4t7u7OwIDAzFhwgRIJBJ88803aGpqwtmzZ7sN7pmZmXB3d+/yJL7T/v37sWjRIo1OIyAiIgIAPdWjGMNGRET0BCopKUF1dbWwInqnmzdvoqamBiNGjFCb693U1IS8vDxYWlrC1dVV7Zjc3FyYm5tj8ODBau1paWnw8vKCpaUlAECpVCIjIwPDhw8XAl9bWxukUilGjRolLIDX3NyM/Px8mJubw9XVFXl5eTA2NoazszOAjrnaLi4usLW1FY4fOXIkTE1NkZWVhdbW1i7Xe+9rAh2L4cnlcgwZMqTb+fmlpaWoq6vD0KFDUVtbi8LCwm4XdrtXWVkZSktLYWlpCQ8PD+Tn58PQ0FBYwT47OxuDBg1C//79hWOysrLg7OwMOzs7oa0zNN8bzpVKJfLy8mBgYAB3d3dheH5PlEolfH19sXHjRsyYMQMAhIX4ampq4OnpiZSUFPz1r3/tdmX4X3/9Fc3Nzd3Oo7958yYmTJiAa9euCWsDEBERaQqDOxERET01ysrK0NTUBDc3t263x8TEwMjICLt37+7VecvLy9HQ0NDjOgFEREQPg8GdiIiI6DcymQz29vZqIwCIiIjExuBOREREREREpMW4OB0RERERERGRFmNwJyIiIiIiItJiDO5EREREREREWozBnYiIiIiIiEiLMbgTERERERERaTEGdyIiIiIiIiItxuBOREREREREpMUY3ImIiIiIiIi0GIM7ERERERERkRZjcCciIiIiIiLSYv8PREw6Pnxp7Y8AAAAASUVORK5CYII=", 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", 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mmwCAQCCAr3zlK+jv78fdd9+t3ed73/se/H4/vvSlL2FgYAAAsGHDBvzwhz/EpZdeisWLFw/6uVjZR6vP18ySJUsQi8Xw5JNPYunSpdrtS5cuxcsvv4y+vj5LQd+UKVMAANu2bRvMU0xh9XW88sorUVZWhp/85Cfa8n+vvvpqSuXLUPdtuF6Xwbj77rvR3d2NO+64Q3tOr7/+OrZu3Zpy38F83kbquXR1deGuu+7S+kO89dZb2LJly7A+DhHRqYSBPRHRKGC321FTU2M6/124+OKL8atf/Qq//OUvUVZWhrKyMmzcuBE//vGPE+7ndDqxfPlyVFVVYdq0aaiqqsIll1yC7373u8jKyjJs8nY8fvKTn2DXrl0oLy9PWMceAH70ox9h/vz5mDt3LsaNG4drr70W9957L7KzsxP+hsPhwPLlyzF+/HjMmDFD2+fvf//7KaXogNJA79///d/xuc99Drm5uRg/fjxKSkrw2GOPaRn9wZoyZQref/99uFwuTJ8+HZWVlSgrK8P8+fPh9/sxa9YsAMCll16KL37xi8jLy8OkSZNQXl6u7b/DkThL7oc//CH+8Ic/oLKyEoWFhXjnnXfw/PPPY8GCBdp9zjnnHKxYsQJ79+5FUVERxowZg8suuwxXX301XnrppbSDPWas7KPV52vm3HPPRVFREWKxWEJwt3TpUsiyDIfDgcsvvzzjvs6cORNf/epXceedd2LSpElp14pPx+rrmJOTg7///e/Ytm0biouLUVFRgeeeew733HPPsOzbcL0ug3H++efjmWeeweuvv46CggJUVFTgoYcewn333Zdy38F83kbiuVxwwQV4+umn8eqrr6KgoACVlZV48MEH8V//9V8AjJtUEhGd7iT5eCY/EhHRiDh06BCcTmfa7HkoFMLhw4dRXl6uNZgSIpEIGhsbUVJSgtzcXAQCARw5cgRVVVUpQXBHRwcCgQCqqqogSRLy8/Px8Y9/HA899JB2n3379qGkpARlZWUJ2x47dgyyLGulywBw4MAB5Ofno6KiIuG+0WgUDQ0NCAQCyMnJSZlz29bWhnA4jLFjx0KSJNTV1cHlcqU0xhP77Pf7UVVVBZvNhrq6OjidTsN5vLIso7m5GbFYTHuOmZg9X71AIIDm5mYUFRWZzuP3+Xxob29HRUVFypz9xx57DJ/5zGewc+dOzJkzB11dXejv70d1dXXafWxvb4fX68XYsWNT/mZfXx+ampowefJkuFwu7fZIJIKDBw9qgwdW93Gwz9fI0aNH4ff7MX36dNhs8XzD/v37YbfbtYy3MDAwgPr6ekycODFlfwYGBtDc3IxIJIKxY8ciPz9/SM8ZSP86CtFoFPX19SgqKkJBQUHa75HRvp3o12Uozz0Wi6G+vh75+fkoKipCMBhEXV2d4XOy+jqdKs/lxRdfxIc//GGsXr1aq14iIhotGNgTEZFlGzZswAUXXICHH344Zak4Gl7JgT0RHZ8777wTDz30ENra2jIOrBARnW5Yik9ERIaeeeYZvPPOO9oc6wMHDuDf//3fUV1dnbKWNBHRqeT+++9HQ0MDAKUq58knn8TDDz+ML33pSwzqiWhU4nJ3RERk6KyzzsLtt9+OzZs3Izs7G21tbbj00kvxr3/9C7m5uSO9e0REpsaNG4eLL74YwWAQXq8XkiThK1/5Cn72s5+N9K4REZ0QLMUnIqK0gsEgmpqaUFJSwkzXSWQ2p5iIrOvq6tJ6ALBpHhGNZgzsiYiIiIiIiE5jnGNPREREREREdBrjHHsDsVgMTU1NyMvLG9Lav0RERERERESDIcuyNn1IvzyoFQzsDTQ1NaG6unqkd4OIiIiIiIjOMPX19Rg3btygtmFgbyAvLw8AUFdXh+Li4hHeGxoO4XAYK1euxNKlS9k8ZxTg+zm68P0cXfh+jj58T0cXvp+jC9/P0aWrqwuTJk3S4tHBYGBvQJTf5+XlsQP0KBEOh5GdnY38/Hwe9EYBvp+jC9/P0YXv5+jD93R04fs5uvD9HF3C4TAADGk6OJvnEREREREREZ3GGNgTERERERERncYY2BMRERERERGdxhjYExEREREREZ3GGNgTERERERERncYY2BMRERERERGdxhjYExEREREREZ3GGNgTERERERERncYY2BMRERERERGdxhjYExEREREREZ3GGNgTERERERERncYY2BMRERERERGdxhjYExEREREREZ3GGNgTERERERERncYY2BMRERERERGdxhjYExEREREREZ3GGNgTERERERERncYcI70DRERElCoQjmJHQy9qW/rQ0R9CMBJDtsuObJcdhdkuVOS7UZ7nQXmeG4XZTkiSNOjHCEdj8AYi8AbC8AYi6A9GEIvJiMlATJZhkyRkuWzwOO3IctqR7XIgy2VHjssOh33ouQFZlhGKxuALRuELR+EPReALRTEQjCIUjcEmATZJgiQBbocd+R4H8jxO5Gc5kOW0D+m5AkB/MILmHj+aegNo6vGjrS+IYCSKmAwUZTsxtjAL50wowtjCrCE/NyIiopHAwJ6IiOgUsq2+B39bV4flu1oQisQsbeOy21CW50Z5vhvleW5U5HvgcdoRjcmIxpQgutcfRq8vjG5fCD3q/32h6JD30+2wIdftQLbbjhyXAzlu5T8bZLS12fBcxweQJQmxmIyBUAQDwQgGglH0B5V/R2LykB7XYZOQn+VEYZZT+X+2EwXqzw67DbIMyJARicro8oXQ2R9ER38IrX0BeAMRS48xrTwXn71oIm4+uwrZLl4qERHRqY9nKyIiolNAry+M+17Zjec+aNRuK811Y351ASryPXA77PCHo/CFIugaCKGtL4g2bwDdvjBC0Rgae/xo7PEP6bGzXXbkeZTA3GmzQZIASQ3KA5Eo/KEo/GHl/yIgD0ZiCEZC6Bww+os2oKfD0mO7HDalEsFph8dlh9thhywrjxFVH1+pKoggGpMRicnoGgihayA0pOea53FgbEEWxhR6UJnv0QL3bl8IB9v6sbupFwfa+nHPC7vwp7cP4me3zMUl08qG9FhEREQnCwN7IiKiEVbb4sVtj25Ec28ANgn48IIq3HbRRJxVVZCx7DwYiaLdG0SbN6gF+219QYSiMdhtEuySBIddQr7HiaIcJwqzXSjMcqIo24WCLCdyPQ44B1FWH4xE4VMz776Q+L+SjR8IRhAMR7Bz5w7MnzcXDrsDNhuQ7XIgV83o57rtWnY/22m9pF+WZfhCSpDf6w+jxxdCjz+sVSL0+EOIxGRIkGCTALtNQlG2C6V5bpTmuFCW58aYwizkutNf+vQFwnhuSwMeXluHhm4/PvPIRtx++RR85+oZQ54CQEREdKIxsCciIhpBOxp68Nm/bkSPL4xJpTn45Ufn4ZwJRZa3dzvsGFeUjXFF2SdwLxMfz+2woyjHZfj7cDiMnNbtWLagCk6nc9geV5IkbUCgssAzbH83Wb7HidsWTcLHzqvGz1bsw9/XH8UfVx+CNxDBfTfMhs3G4J6IiE497IpPREQ0Qo51+vDphzegxxfG/OpCvHD7okEF9XTiZLscuO/GObj/prMgScA/3z+KX6ysHendIiIiMsTAnoiIaAQEwlH8x2Nb0BeIYF51IR77t/NRkD18GW4aHrcuHI9f3DIPAPCn1YewcnfLCO8RERFRKgb2REREI+C+l3djT3MfSnJc+POnz84495tGzi3njMMXFk0CAHzrqe2o7/KN8B4RERElYmBPRER0km060oUnNtZDkoDf37oAYwq4bvqp7nvLanDuhCJ4gxHc9/Kekd4dIiKiBAzsiYiITqJINIZ7XtgFAPjEeeNx0dTSEd4jssJpt+GnN58Fh03CG3tb8fa+tpHeJSIiIg0DeyIiopPo8Q3HsK/Fi8JsJ+6+esZI7w4NwtTyPHzxYqUk/96XdyMYiY7wHhERESkY2BMREZ0kgXAUf3j7IADgW0tnmC4ZR6euO6+chvI8N452+vD8B40jvTtEREQAGNgTERGdNM9+0IB2bxBjCjz4+LnVI707NAS5bge+fOlkAMCDaw4jGpNHeI+IiIgY2BMREZ0UkWgMD75zGADw5Usnw+XgKfh0devC8SjMdqKuYwArdjWP9O4QERExsCciIjoZlu9qwbEuH4pzXPjEeeNHenfoOOS4HbjtookAlLXtZZlZeyIiGlkM7ImIiE6CJzYcAwB85oIJyHLZR3hv6HjddtFEuB027G7qw67GvpHeHSIiOsMxsCciIjrBjnX6sP5wJyQJ+Nh5nFs/GhRmu3DNnEoAwFOb60d4b4iI6EzHwJ6IiOgEe2aLEvhdPLUUVYVZI7w3NFw+eo4ySPPitkYEwlz6joiIRg4DeyIiohMoGpPxzJYGAMBH2Ql/VLloSgmqCrPQF4jg9d0tI707RER0BmNgT0REdAJtONyJpt4A8j0OLJ1VMdK7Q8PIZpNw8znjAEAbvCEiIhoJDOyJiIhOoNfUTO41cyrhcbJp3mjz4fljAQDrD3Wi1x8e4b0hIqIzFQN7IiKiE0SWZaza0woAuHp25QjvDZ0Ik8tyMbU8F5GYjNW1bSO9O0REdIZiYE9ERHSC7GrsQ3NvANkuOxZNLR3p3aETREyxWKkO4hAREZ1sDOyJiIhOkJV7lDL8S6eVsQx/FFuiBvar97UhGGF3fCIiOvkY2BMREZ0gogx/6Ww2zRvN5o0rRHmeGwOhKNYf6hzp3SEiojMQA3siIqIToKHbh30tXthtEq6oKR/p3aETyGaTcJWatX9jL8vxiYjo5GNgT0REdAK8p2Zu540rQGG2a4T3hk60y6aXAQAz9kRENCIY2BMREZ0AIsC7cErJCO8JnQwXTCqBJAGH2gfQ2hcY6d0hIqIzDAN7IiKiYSbLcjywn8xu+GeCgmwnZo3JBwC8f5hZeyIiOrkY2BMREQ2zI50+tPQF4LLbcM6EopHeHTpJLlKrM1iOT0REJxsDeyIiomEmArv54wuR5eIyd2cKMe1iPTP2RER0kjGwJyIiGmYisLtwMufXn0nOm1gMu03C0U4fmnr8I707RER0BmFgT0RENIxkWdbmWF/ExnlnlDyPE2dVFQDgPHsiIjq5Rm1g39HRgaeffhpPPfUU2traRnp3iIjoDNHUG0C7NwiHTcK86sKR3h06yc5Veypsq+8Z2R0hIqIzyqgM7FetWoXJkyfjgQcewIMPPojJkyfj1VdfHendIiKiM8AONaCrGZMHj5Pz6880YjBne0PvyO4IERGdUUZdYB8MBvHZz34WX/7yl7F69Wq8+eabuOOOO3DbbbfB5/ON9O4REdEot62hBwAwd1zhiO4HjYx56vu+t6kPoUhsZHeGiIjOGKMusF+9ejVaWlpw5513arfdeeed6OjowBtvvDGCe0ZERGeCHfVKpnbeuIIR3hMaCdXFWSjKdiIUjWFfS99I7w4REZ0hHCO9A8Nt165dyM7OxoQJE7TbqqqqUFhYiF27duGGG25I2SYYDCIYDGo/9/UpJ+JwOIxwOHzid5pOOPE+8v0cHfh+ji6j6f2MxWTsaOwBAMyqzB0Vz2mwRtP7OVRzxubj3YOd+OBoF2ZW5Iz07hw3vqejC9/P0YXv5+hyPO/jqAvs+/r6UFRUlHJ7cXGxFrAnu//++3Hfffel3P72228jOzt72PeRRs6qVatGehdoGPH9HF1Gw/vZ4gMGgg64bDIObHkXh6WR3qORMxrez6HK9tsA2LD8/d0o6tg50rszbM7k93Q04vs5uvD9HB2OZ+r4qAvss7Ky4PV6U273er3Iysoy3OZ73/sevvnNb2o/9/X1obq6GosXL0ZJCZcqGg3C4TBWrVqFJUuWwOl0jvTu0HHi+zm6jKb38/mtTcD2XZhbXYTrr1s40rszIkbT+zlU7n1teP3xbeiW8rBs2aKR3p3jxvd0dOH7Obrw/RxdOjuHvlTqqAvsp06dir6+PnR1daG4uBgAtJ+nTp1quI3b7Ybb7U653el08gsyyvA9HV34fo4uo+H93N2sDCzPqy467Z/L8RoN7+dQnT1RSQocbB9AMCYh1z06LrfO5Pd0NOL7Obrw/Rwdjuc9HHXN86688kpkZWXhySef1G7717/+BYfDgaVLl47gnhER0Wi3s1FpnDeXjfPOaOV5Howp8ECWgT1NbKBHREQn3ugYQtYpKirC/fffj29961s4duwY7HY7fvOb3+CHP/whysrKRnr3iIholJJlGQda+wEAM8fkj/De0EirqcxDc28A+1u9WDipeKR3h4iIRrlRl7EHgK997WtYsWIFQqEQfD4fXnrpJdx9990jvVtERDSKNfcG4A1G4LBJmFhy+ndCp+MzvSIPAHCgNbXvDxER0XAbdRl74fLLL8fll18+0rtBRERniP1qADepNAcux6gcN6dBmKYG9vvVKg4iIqITiVceREREw0AE9iJTS2e26RW5AOKfCyIiohOJgT0REdEwEJnZaWpAR2e2qeXK56BzIITO/uAI7w0REY12DOyJiIiGwQFm7Ekn2+VAdXEWAJbjExHRicfAnoiI6DjFYjIOtCnB23Rm7Ek1vVxtoNfGcnwiIjqxGNgTEREdp8YeP3yhKJx2CRPYEZ9U8QZ6DOyJiOjEYmBPRER0nERGdkpZLpx2nlpJEW+gx1J8IiI6sXj1QUREdJzijfM4v57i9GvZy7I8wntDRESjGQN7IiKi43RInV8/tYzz6yluankuJAno9oXRNRAa6d0hIqJRjIE9ERHRcTrW5QMATCzNHuE9oVOJx2nHmHwPAOBIp2+E94aIiEYzBvZERETHqV4N7KuLGdhTItFM8WjnwAjvCRERjWYM7ImIiI5DMBJFc18AADCegT0lmViqBPbM2BMR0YnEwJ6IiOg4NHb7IctAtsuOkhzXSO8OnWImliiDPczYExHRicTAnoiI6DiI+fXji7MhSdII7w2dakQp/pEOBvZERHTiMLAnIiI6DpxfT+lMYik+ERGdBAzsiYiIjoPI2FcXMbCnVOOKsgAAvf4w+gLhEd4bIiIarRjYExERHYd4KX7WCO8JnYpy3A4Uq70XGrv9I7w3REQ0WjGwJyIiOg7HupRgbXwJM/ZkTGTtGxjYExHRCcLAnoiIaIhkWUaDrnkekZF4YM959kREdGIwsCciIhqiHl8Y3mAEADCOc+zJhPhsMGNPREQnCgN7IiKiIRLz6yvy3fA47SO8N3SqYsaeiIhONAb2REREQ3SMZfhkQVWhEtjXdzFjT0REJwYDeyIioiFq7FECNRG4ERmpUjP2zb0M7ImI6MRgYE9ERDRELb0BAEBlAQN7MleZ7wEAdPvCCISjI7w3REQ0GjGwJyIiGiIR2I8p8IzwntCprCDLCY9TueRq7QuM8N4QEdFoxMCeiIhoiJrVIK0in4E9mZMkScvai8EgIiKi4cTAnoiIaIhambEniyrVz0gLM/ZERHQCMLAnIiIagkg0hjYvA3uyZkyBaKDHwJ6IiIYfA3siIqIh6OgPISYDdpuEklz3SO8OneIqWIpPREQnEAN7IiKiIRBLl1XkuWG3SSO8N3SqE1UdDOyJiOhEYGBPREQ0BK19QQBABcvwyQItY8859kREdAIwsCciIhqC9n4lsC9jGT5ZUJanfE461M8NERHRcGJgT0RENATtXiVAK81jYE+ZiQGgdm8QsiyP8N4QEdFow8CeiIhoCETmtZQZe7KgNM8FAAhGYugPRkZ4b4iIaLRhYE9ERDQEHWrGvowZe7Ig2+VAjssOQFlRgYiIaDgxsCciIhqC+Bx71wjvCZ0uxLQNMY2DiIhouDCwJyIiGgKW4tNgic8KG+gREdFwY2BPREQ0SLIso8OrlFOzFJ+sKmNgT0REJwgDeyIiokEaCEXhD0cBMGNP1okGeizFJyKi4cbAnoiIaJBE47wspx05bscI7w2dLliKT0REJwoDeyIiokHqHBBr2LNxHllXqq1lz674REQ0vBjYExERDVLXQBgAUJzNwJ6sK85RPi89Pgb2REQ0vBjYExERDVK3GpgVMrCnQSjMdgKIf36IiIiGCwN7IiKiQRIZ1yI1UCOyoihbZOzDI7wnREQ02jCwJyIiGqRuNTBjxp4GQwvs/WHIsjzCe0NERKMJA3siIqJBimfsGdiTdaIUPxqT0ReIjPDeEBHRaMLAnoiIaJC61eZ5RTksxSfrPE47spx2AGygR0REw4uBPRER0SCxeR4NVZHWQI/z7ImIaPgwsCciIhok0fyMzfNosMRgEDvjExHRcGJgT0RENEjdnGNPQySmb7AUn4iIhhMDeyIiokGQZVnL2BcyY0+DpGXsB1iKT0REw4eBPRER0SD4QlGEojEAzNjT4InpG8zYExHRcGJgT0RENAg9fiXT6rLbkO2yj/De0OmmSJtjz4w9ERENHwb2REREg9CnBvb5WQ5IkjTCe0Onm3yPkrH3BhjYExHR8GFgT0RENAj9wQgAINftGOE9odNRrkf53IjPERER0XBgYE9ERDQI/QElIMvzsHEeDV6eGth7AwzsiYho+DCwJyIiGoQ+tYSaGXsaCvG5YWBPRETDiYE9ERHRIIgSapF5JRoMUenBUnwiIhpODOyJiIgGQWRacxnY0xDES/HZPI+IiIYPA3siIqJBEHPs8znHnoYgT9c8T5blEd4bIiIaLRjYExERDYKXc+zpOIjPTTgqIxiJjfDeEBHRaMHAnoiIaBC8nGNPxyHH5YAkKf9mAz0iIhouDOyJiIgGgXPs6XjYbBJyXZxnT0REw4uBPRER0SCIOfYsxaehytXNsyciIhoODOyJiIgGwRtUsqxsnkdDFe+Mz8CeiIiGBwN7IiKiQehnKT4dJ1HtwcCeiIiGCwN7IiKiQRDBGJvn0VDlqdUenGNPRETDhYE9ERHRIIiu+JxjT0PFOfZERDTcGNgTERFZFIrEEFLXHs9zc449DU0+59gTEdEwO20D+9bWVtTV1aW9T3t7O9ra2k7SHhER0WjnD0W1f2e77SO4J3Q6y3Iqgb0/HM1wTyIiImtOu8D+1VdfxbXXXouJEyfivPPOM7zPkSNHcOGFF2L8+PHa/Q4ePHiS95SIiEYbEYjZbRKc9tPuFEqnCI9T+ezoB4qIiIiOx2l3VfLcc8/hjjvuwI9//GPD38uyjFtuuQWFhYXo7u5Gd3c3KisrcdNNNyEWi53kvSUiotPNofZ+XPLzt7Dst+9i3cGOhN8F1MA+y8lsPQ2d+PwEI4mBfTASxTf/tQ3n/ugN/Py1fSOxa0REdJo67QL7Rx55BNdddx1sNuNd37RpE7Zs2YIf/ehH8Hg8cLvd+NGPfoSdO3di7dq1J3lviYjodCLLMv77xd2o7/JjT3MffvjyHsiyrP1eZOxFxpVoKDxqYJ+csX91RzOe29qIjv4g/vTOIexs6B2J3SMiotPQqLsy2bRpE1wuF8455xzttnnz5iE3NxebN28ewT0jIqJT3bb6HqzVZelrW73Y3dSn/RzQAntm7GnoPC7l8xMIJ1YSPvtBg/ZvWQYeeJvTCImIyJoRX6vn8OHDaUvk3W43qqurLf+9jo4OFBcXp9xeWlqKjo4Ogy2AYDCIYDCo/dzXp1zEhcNhhMNcY3Y0EO8j38/Rge/n6HIqvZ9v7W0BAFw7uwI2ScKru1rw/Af1mFGeDQDo94cAAG6H7ZTY31PRqfR+nqqcklIF4gvFrzM6+oN471AnAOD3n5iHO5/cjncPtsMXCI54Pwe+p6ML38/Rhe/n6HI87+OIB/Yf+chHMDAwYPr7WbNm4aWXXrL892w244utUCgEu904w3L//ffjvvvuS7n97bffRnZ2tuXHplPfqlWrRnoXaBjx/RxdToX38+WddgASCvxNkCQAsOPdXXWYGzsEANjdLQGwI+Trx/Lly0dwT099p8L7eara16F8jppaO7TP0b4eCbJsR7lHRuTIFuQ47BgIRvHnp1/DlPyR3V+B7+nowvdzdOH7OTr4fL4hbzvigf327duH9e9VV1eju7sboVAILpcLABCJRNDR0YFx48YZbvO9730P3/zmN7Wf+/r6UF1djcWLF6OkpGRY949GRjgcxqpVq7BkyRI4nVx7+nTH93N0OVXezz5/GN94/20AwO03LUZrXwBPHNqInlgWli27DAAg7WoB9u1ARWkRli1bOGL7eio7Vd7PU5mnth1/O7AV2XkFWLbsAgBA63tHgb21mD+5Ah+6bj7eHNiBV3a2IFI6Hcuumjqi+8v3dHTh+zm68P0cXTo7O4e87YgH9sPtsssuQywWw6pVq3DdddcBAN58802EQiFcdtllhtu43W643e6U251OJ78gowzf09GF7+foMtLv5/5jfYjJwLiiLIwvzUNRrgcA0OYNwhcGCrKdiMgSACDL5eBnL4ORfj9PZbkeJfEQjMjaa3S4Q8nSzKjMh9PpxAVTSvHKzhbsafGeMq8j39PRhe/n6ML3c3Q4nvfwtAvsm5ubMTAwgI6ODsRiMW19+vHjx8PlcmHSpEm47bbb8NWvfhV2ux12ux233347PvGJT6CmpmaE956IiE5VtS1Kf5WaSqXuOc/jxNgCD5p6AzjQ5sW5E4u1rvhc7o6Oh9YVPxzvin+grR8AMK0iDwBQU6n8v7bFe5L3joiITkenXWD/3//933jrrbcAAMXFxbjmmmsAACtWrMC0adMAAH/+859x//334/vf/z5kWcatt96KH/zgByO2z0REdOqrbVUCKBFQAcDUijw1sO/HuROLtS7m7IpPx0MslyhWWZBlGfvVz9+08lwAwHT1c9jcG0CvL4yCbGbiiIjI3GkX2P/lL3/JeB+32417770X995774nfISIiGhX2NiuB1QxdYD+5NAdr9rfjaKdSJh1gxp6GQVZSxr7XH4Y3EAEATCrNAQDke5yoKsxCY48fta1eLJyUuuIPERGRMOrWsSciIhqsWCyeMdVn7MvylP4rXQPKkqjxdex5+qShExUfQbUCpKNfWUYxz+NIqAaZoZXj953kPSQiotMNr0yIiOiM194fhC8UhU0CJqoZUwAozlGanHWqgZc/pAb2LmbsaehExj4UjSEak9E1oHy+StTPmzBVLcuv6xj68kdERHRmYGBPRERnvIZuPwBgTEEWnPb4qVEEWp1q4BWIqIG9g4E9DZ0+Kx8IR9HZr1SElOQmrtAzrigLANDQzcCeiIjSY2BPRERnPBE4VRVmJdwuAq1OtRTfH1JKp7OYsafj4HbEL7/84Sg6TDL24vPY2OM/eTtHRESnJQb2RER0xhOBk8iQCqW5iaX42hx7B0+fNHQ2m6QF9/5Quox9NoB4RQkREZEZXpkQEdEZTwROVUmBvZhj7wtF4QtF4l3xmbGn4yQ+Q8FI1HSOvfg8Kl3zwyd3B4mI6LTCwJ6IiM54jd3GGftctwMuNbPa2R/SlifjOvZ0vLQl70IxrSKkJDcxsM91O1Corl/PcnwiIkqHgT0REZ3xRNBUVZidcLskSSjVNdALMLCnYSI+Q4FIFB0mpfiAbp49y/GJiCgNBvZERHTGa1ID+7GFnpTfaQ30+oPwq+uOZzGwp+Pk0TL2UW3VhdKkUnwgHtg3MWNPRERpOEZ6B4iIiE6UX6/aj3UHO3DB5BJ8a+l0SJKUch9fKAKfuj59eX5qYK9fyz7IjD0NE49Tya0EwvE59sW5qYF9WZ4ysNShlusb2dHQg1+u3A9ZlvGjD8/BhJKcE7DHRER0KmNgT0REo9Kbe1vx2zcPAAA2H+3G2RMKcUVNRcr9xPxmt8OGHIOmePlZyhzn/mBEm2PPjD0dL22OfTiK/kAEAJDvcabcL3nJxWTRmIzvPL0Dta1eAMB3ntmBJ790AWy21EEsIiIavViKT0REo9JPV+xL+Pnnr9Ua3k8rg851G2b0xdJ2/nBUN8eep086PqLqYyAYRSgaS7hNL3nJxWSv7GjSgnoA2FjXhbdr24Z7d4mI6BTHKxMiIhp1DrX340BbP5x2CWu/uxh2m4R9LV40dPtS7htfQzy1DBqIL0sWCEcRjCgBmIvr2NNxEuvY9/rjy9gZVYKU5IgeD8aB/co9rQCAO6+YitsumggAeH13y3DuKhERnQZ4ZUJERKPOG2qwc+GUUowrysa8cQUAgPWHOlPuqy01ZtC4DIgHW4FwFNGYDABw2Hn6pONjV0vlfaGIdpvbYMBIDDh1GJTiy7KM99XP9KXTy7B0ljLV5M29bdpnlYiIzgy8MiEiolFHlCJfNbMcAHDhlBIAxoG9CJiMlhoDdN3LdYG93aBkn2gwRGDvVefXe5w2w3nx6Urx97f2o3MghCynHfPGFeK8ScXI8zjQORDCrsbeE7j3RER0qmFgT0REo0osJmNXYx8AYOGkYgDABZOVwH7z0e6U+2sZe5NS/PiyZDFEZTWwZ2MyOk7iMzQQFIG9cUNGUYrf6w8jpE4FETYf7QIAnDOhCC6HDU67DWePLwIA7GBgT0R0RmFgT0REo8rRLh/6gxG4HTZMLcsFANRU5gMA6rt9CEaiCfcXc+xLc4wz9llO0TwvAjWuZ2BPx01UfQyopfhmKy0UZDm1z1u3LzFrf6htAABQU5mn3TanSvms72ZgT0R0RmFgT0REo8ruJiWgqanM0+bCl+a6kOd2QJaBY52JDfREV/xMzfP6g/EBAQb2dLwcduUzJD5XZoG9zSahWO3/0NGfOM++rqMfADCpLL5u/eyxSj+J3U19w7vDRER0SmNgT0REo4oow59dVaDdJkkSJqvBz6H2gYT7d6il+MUmzfNEiXR/IN69nIE9HS+bmrEXnyuzUnwg3tixI2mefV2H8lmeXJqr3TZHDexrW7wIRxNL94mIaPRiYE9ERKPKfnVN75lj8hNun1SqBPYiGBJ61fLmouz0gf2ALmPvYGBPx8mhzbFXPlcep/klWWG2E0Di0nihSAz13X4A0AatAKC6OAu5bgdC0VjKZ52IiEYvBvZERDSqHOtSSu0nleQk3D5JzWqK8mXBqzYvy/M4DP+eKJHuD8aXJbOxKz4dJ9EBX3yuxJQPI3keJbDvD8Q/g/XdPkRjMnJcdpTnxftDSJKECSXZyn26EqedEBHR6MXAnoiITmmxmIwH3j6IK365Gs990JDxviKYGV+cnfA7MQ/5SIcv4f4isMo1C+xdqYE9M/Z0vBzJgX2aUvw8t/LZ9OqmgxxRs/ETS3MgJQ00ic/+sQyBfZs3gM88sgGffOh97e8REdHpiYE9ERGd0v66rg6/eL0WhzsG8M2ntuPtfW2m923vDyIYicFukzCm0JPwu8p85ec2b0C7zReOap3u89WsaLIsrRRfl7FnYE/HyWZxuTsgXk2iH1xq8yqN9MTnWs9KYB+LyfjsIxvx7oEOvHeoE5986P2UFSOIiOj0wcCeiIhOWZFoDI+srUu47W/vHTG9vwhkxhZ64LQnnuJKc1MbkIkMqMMmwe0wPiWKuc+RmKzdl+h4ic+R+FylC+xFNYlXV4rfoQb2pbmpyzRWF2cuxX+/rhP7Wrzaz029ASzf2Wx194mI6BTDwJ6IiE5Zb+1rQ3NvACU5Lqz8xqUAgDUH2tHU4ze8v1jKLrkMHwBK1XnI/cEIAmElMynmLOd5HCnlzEJywMVsPQ0He9LnLW0pvlpNkhDYq0vflealNn20krF/erMyreWT54/Ht5dOBwD8c/1RK7tORESnIAb2RER0ylpzoB0AcP28sZhekYdzJxRBloF39rcb3v+Yyfx6QJmnLLLy7Wq2sy+Qfn49kBpwMWNPw8FuS7wES9c8L9dgjr2oPCkzyNjrA3tZzDXRkWUZb6lTWm5aUIVbzqkGAGyr70Gf7jGIiOj0wcCeiIhOWRsOdwEALphcAgA4b1IxAGB7fY/h/UUmv6owK+V3kiRpZcvtarZTa5znNp5fD6QGXFzDnoZD0kyRQc+xF4NTpXmpgf1Y9fMfCMfQ7UsN1I90+tDrD8PlsGHuuEJUFngwsSQbMRnYfKRr0M+FiIhGHgN7IiI6JXX2B3GgTVmabqEa0M+vLgSgZBaNiPLkMoNgB4gHQWJ+sr4U34zHwcCehl9yxj7dOvZGgb1Wim+QsXc5bCjMdibcT29bfTcAYM7YfLjUKpbzJymDZ2IwjYiITi8M7ImI6JS05agSfEyvyEVxjjKPWAT2+1u9CV3qhfYMgX1ZUgM9UdoslhMzYrNJWvADsBSfhkdyxj7dHHtRUaKfY9+eJrAH4iX6IrOvt72+FwAwT/0+AcD5k5XBs83q946IiE4vDOyJiOik2dPUh+31PYjFUuf9JhPZ+tljC7TbKvI9qMz3ICYDe5v7Urbp8CoBu1mwI27vSCrFT5exBxKDLptJkz2iwUiZY2+hFF8E9oFwVPu30Rx7IPWzrrerUQ3sxxVqt80amw9AGTQzmpefrLM/iNW1bVojSiIiGlkM7ImI6KR4Z387PvT7d3HjA+tw5xNbMwYPB1qVpbimlucm3D65LAcAcLQzseN3LCZnLsVPCnasNM8DEoMuZuxpONiTPkaDaZ7XOaAMYLnsNuRnGX92xXfAKGN/RP3uTCmLf7cmlebAJimDB0bb6G043IlFP3sLtz26CV/+5xZELQzUERHRicXAnoiITrhAOIqvP7kV4vr/1Z3NeO9QZ9ptDrYrGfvkwN5sKa9ef1hbE7wkxyywF6X4iXPs0zXPAxLnP3O5OxoO9qRafLcjc8Y+GIkhFIlpPSJKcl2myzQmN4oUfKGI9vnXrx7hdtgxoUQZNBPVMkZkWcb/vLoHgXAMALBmfzse38Bl8oiIRhoDeyIiOuHe3NuGbl8YVYVZ+OT54wEAf1p9yPT+sZiMg2pwMS0psK9Wg5H6pMBeBDCF2c6EOfF6+VmJc5X7g+oc+wwZew8z9jTMUtaxt5CxB4CBYET7/OZ7zAekzDL29V1+dVsHCrITtxeDaAfTBPbrDnZiV2Mfclx2fHXxFADAM1saTO9PREQnBwN7IiI64V7c1ggAuHH+WPzbxZMAABvruuAPGc/PbezxIxCOwWW3paxJb5axF1lMs/n1AJCjBkii8Z7XQld8IDHoYsaehkPyAJHHZDAKABx2mzYdxBuIYCCkfG5z3OaDAaVJjSIF8b0ZX5Kdso0YRDvQ5jX9u+/sbwMAXDd3DL6waBLsNgk7GnpR1zFgug0REZ14DOyJiOiECkdjeGd/OwDgQ3PHYlJpDsYWeBCKxrDJZM1sMX9+fEk2HEkly2aBvdYRP11g7xKBvTKgYLV5ntPOrvg0vJIHiMyqTAStgV4wrA1M5aRZzcEsY68F9sWpgf2kUuP+FXprDypTaC6eVoaSXDcWTS0FALy5tzXt/hMR0YnFwJ6IiE6ofc1eBCMxFGQ5MXNMHiRJwkVqMLDuYIfhNk29SrnwmAJPyu9EQNLmDSZk/EUAU2rSOA+IZzhFQC8CpCxn+sDepQvs2RWfhkPyAJEzef27JPFqk2g8sHeZf27NuuKLKSzVBoH92MIsAEBzb8Dwb3YOhLTVKC6aoqx7f/4kZZm8rfU9afefiIhOLAb2REQ0KPta+vDVxz/Af/xzi+FSWsm21SvrYs+rLtQafYlgYJtJMNDcowQWYwuyUn5XmO1EjloaLwYAAKDbp5QcF2ebzzsWc5VFKXMwojQA0zfHM+LQtTB3JLczJxqC5Ix9psDerWb0Q5EY+tWKk3QZ+xK1FL97IJSwAkVDt/KdGVeUGtiLgbTmHr/hqhVimbyp5bnawMGC6kIAwLZjPWn3X/jH+iP4zCMb8Jc1hywte0lERNakT1EQERHp+ENRfPFvm9HYowQH4WgMD3/uXNPO3ACwrV4JBuaPi69HP6MyDwBwqN24SVdLn/L3Kw0y9pIkoTTPjYFOHzr7Q5hSptyuNRTLMg/sk+fYh9TAPlMZtEO35nhy0zOioUjO2GcaMBKf0VA0nrHPTTPHPk9trBeJyQiEY1qfiM4BMWXFlbLNGHUgbSAUhTcYSWnOd7BdmUc/oyJPu+2scQWQJKUvRrs3aLrUJAC8f7gT//3Sbsgy8O6BDhRlu/DRc6vTPm8iIrKGGXsiIrLs0ffqtKAeAN7c14aNdcbz5IUdDT0AlIy9INbP7ugPaZl2vSaRsS9MDewBoCRHCUq6BuIVA33+zB3uRWAfjsoIRqJaxj7dUmMA4NQFXXbOsadhkDylw2mzlrEPhmPaVJJ0Gfsclx3io9oXCGu3dw0o37cSg14UWS47CtWKF1E1o3dIDez1S1DmeZyYqn6fdzb2pH0OP3ttH/SFAD97bZ82uEZERMeHgT0REVn2yvZmAMBPbzoLN589DgDw2u4W0/tHY7LWiGu6LsuX43agSp3PK4IFvWZtjn1qKT4AFKvr1HcOxAcFrCwBlqPrbj8QjCIYUUqa3Zky9royaQb2NBwGm7EXg0/BSMxS8zxJkrSsvVcf2Ktd8otzUjP2QPw7p5/mImhLUFYkLkEpvtuHDb7LQktvAFuP9UCSgPf+8wqU5rrR0R/ChrpO022IiMg6BvZERGRJc68fe5r7IEnAklkVWDq7AgCwcner4XxcAGjq8SMUVZatE425BBEcHGwzCuyVbKFR8zwgvpRXZ39qYJ+XJrB32G3afPqBYETLFmYK7Jmxp+GW/DnKNMfepZtjL3pE5KYJ7IF49UpfQPSUUErsAaA0x7hkXnznWpIa6MlyvBR/Wnlewu8mlirz9dMtebdqjzIAePb4IowtzMKVNeUAgDf3tqV9DkREZA0DeyKiM9Th9n78+NU9pp3pk729T1my7uzxRSjJdePSaWVwO2xo7PEbZt0B4Eincnt1cVZKICPKd5Pn2fcHI1qQPqbQLGMvSvHjgb0oN860dJ2+gZ7lUnwbM/Y0vFID+0wZe7UUPxK11DwPgC5jr3yfxPfFYZOQn2W8rb6Bnp43rPwdmxQP5IUJJZmXyXtnv3KcuWqmMiB45UwlsH9rn7XA3hsI42ev7cNzHzQgyqZ7REQpGNgTEZ2BDrb147rfrcVD79bhtkc3Yo26znw6W48p3e0XqctcZbnsmDU2HwCwu6nXcJsjagZPrI+tJ5bbSl5aq61P+TnHZTfNSIrA3qgUP1Ngn+2KN9Cz3DwvIWPPUycdv+TA3mExY59Qiu9KPyClZezV/hOiwqUox2Xa8LIyXwnsW/sSV7zoDsZ/nzwQJr7f6TL24hhxzoQiAMBFU0shScCxLh86M6yuEYrE8PlHN+FPqw/hm09txw9f3p32/kREZyJenRARnYEeePsg/GEl6xeOyvjpin0Zt9ndpKxfPbsq3t1+1hglsN+jrm2drK5DyeBNLEkN7CtEAOFNCiB88eDDjFhqSx8QiIx9uq74QDzL2eePIKJm/jKX4uu74qe9K5ElKYF9hkoQt1FgnyFjn5+UsRcDYSVpvluF6u+Sm1r2hJT9qzCYHiO+3029fgTU44pe10BIG8CbOUYp4891O7TtzI4fwopdzdh8tFv7+fENx9DQbV4dQER0JmJgT0R0hmnzBvDS9iYAwGNfPB9Ou4Q9zX3Ym+biOhSJ4UCbF0A8mAeA2WOVIH9Pk/G2R9VS/AkGGXuxlF1KZnBACdDNmnvpfydKi2MxWesUnrkU356wLZA5Y+9kxp6G2fHMsbfSFR8A8tXvgmieJ1aRKDFY6k4ozlZ+1+MLJ9zeq35dREZfrzTXhRyXHbIM1HelBtzi2DKhJDuhB4Y2MGhy/BCe/aARAHDXldOwaGoJIjEZ/1h/NO02RERnGl6dEBGd5tq8AWyr77F8/7UHOhCNyZhTlY+Lp5XiyhplzuuL25pMtznY1o9wVEa+x4FxRfF576IUf09Tn2EDPbE0XnVR6lx5ESC0e4PQT5kVmcLCbPPgQwQmIgM5EIpoy2il64oPxIMhfWA/uK74ae9KZIk+sLdJmXs3GHXFt9o8T8vY94uMvfla80XqcnfJGftekbE3COwlSdKm1jT1pi6TJwJ3/aAgoDt+pBlU7OwPYu0BZarQTQuqcOvC8QCAd2ozTx8SugZC2HK027TJJxHRaMDLEyKi09i2+h4s/fUafPiBdfjak1stNZVad1BZXuriqWUAgKtmKYH95iPm69GLjNvMMfkJc3NrKpWy2s6BELqTMnyAErQDQHmecZbPJgGRmIx+3aYiUygCDCMiMOkaCCEWk7Wu3067lDFI1wJ7NXCx26SM85uduqDLwYw9DQO77nuU6fMHJDbPGwiJ5nmZ5tgr3yExTUUMhKWrhhEDaqmBvfJ/o8AeAMrylO+k6JGhJ6p9aipNAvs0GfsPjvUgJgPTynMxsTQHF00pBQDUtnrR5k19rGTrDnZg8S9X4+Y/vYcfvLCLwT0RjVq8OiEiOk3JsoxvP71dC4Rf3NakLSmVbhvRBX/RVKUJ3vzqQgDAzsZehKMxw+1ESf2U8sT1qz1Ou3ZB39id2EU7HI1pgUR5fmqG0GG3aXPle3UxhDbHPk3GvlAN+qMxGf2hiFZqnO9xmjYFE3LV5nnd6r65LARV+sDLxq74NAz0GXqnhc+UKMX3BaNa08dMGXvR+V5k7OODZubfraIcp3ZffRDcI0rxC4yz/WLwrs2b2givQT02VBcnVu5MKVWOJ8e6fKYB97Z6ZW69OE4V57i0zP/6Q52mzwNQpuj84IVd6FWbBz6+4RiX1yOiUYuBPRHRaWpDXRcOtvUj22XHp85XylMfWVuXdpvWviBa+gKw2yScO6EYADC5NAd5HgeCkRhqW7yG29WrF+bjDErqxW2NPYlzazvUxnYOm6TN200m5tmLxlyAvhTfPGPvdti0ZmO+YNRyR3wgtRTf7bQS2Osz9gzs6fjpA3trGXu1N4Quky5WeDATX+5OCWx9ITE33zzTL4L+SEzW1rwH0pfiA/HBu3aDwF5MyRlXlLhM3phCD2ySMr3AaDsA2jSj+eMLtdsumKwMSm491mP6PADg7do21HUMIM/jwCfOqwYAPL6Bc/OJaHRiYE9EdAroC4Tx61X78cyWBkRMsubJnt7cAAC4cX4V7rpyGmwSsOlIN5p7/abb1LYqgfvEkmxkqUtl2WySlg3bajJXXzTEqk66MAeAKnWt+YakjH2b2hSvNNdtmuUWQUJCxn4gc1ZRkiRkq/s/oMvY52WYXw/Eg5quQWTsXQlz7BnY0/HTDxBlapwHxDP2+s9tpqaP2nJ36sDXQFCU8JsPCHicdnjUwa6egfgcmV71n0bN8wCgXJTiJ5XHx2IymtTAvippYNBpt2FMgXJbvUGX+1hMxo56ZZk8cYwCgBq1s74o8TcjmoR+/Nxq/PtlUwAAq/e3G04XMLKvpQ+/XrUf7x6wPp+fiGikMLAnIhph0ZiMrz7+AX775gF8++nt+H8vWVuj+f3DShnqdWeNQUW+B3PUZeg21pnPlT+gBvbTK/ISbhfd7Q+2mmXs1cC+2CCwLzIJ7MX8eoMyfKFC/V1fODVjn265OyAenPiCUfT5rWfsRZAuOotbytjrgjB7hlJ/IitsCYF95s+UmGPfrwbpmYJ6QDfH3p+YsReDYmaKk+bZ+0IRBKPKPpabBvZqKX7SKhdt3iDCURl2m4SKvNRjgaj4qe9KHZBs7gvAG4zAYZMwQ3fMEsev2pZ+0+cgyzI2HFaOhVfMLMek0hzMHpsPWQY2puknIhxo9eKGP6zDb988gC/+bTO26JbbIyI6FTGwJyIaYa/tasG7Bzq0n5/ceEwLwM009fjR2OOH3SZhgVqiunCiUlq/IU1gL0rtkwP7CSVKwH7UYKmqQDiqLUln1N1elNeKcltBZO7KDS7mhcIsJYDwxyt+LTXPA5CQse+32CUciJc9D6hBzmDn2Nu5kD0NA0dCKb71Ofbic2tlG/F9ENtoTfcylPCLBnqi7L/XH29OmWMyKCAG8JLn2IspOmMKPIZTDsRgodEyeaK3x7iirIRtp6m9Pjr6gwmrW+jVd/nR0heA0y5hQXURAOA89Ri5+UjmIP3nr9dqvQxC0RjutTjgSkQ0UhjYExENozZvAKv2tOJghhJRvRe2KWs03375FCyZVYGYDPzfxmNpt9msZo9mj83XMtcLJ6mB/WHzhlL71QGDGZXGgf2xztSLaxGwZ7vsht20x6ml+MnN80TmrsygI74gmnv5dIG9leZ5gC5jH4ogqF6Ae5zpM5EAEubmA/G5y+kkrGPPjD0NA5ukb55nvSu+Tw3OrfR6ECX1wbDy/fCpA2DZGbrpxxvoKd9FkfHP8zhMm1PqS/H1jfBEJY+YspNMTO8xKsUXx6MJJTkJt+e4HVojvv0mg6Ab6pTj4Nxxhdq0IxHYb8qQsW/pVY7jkgQ89e8XwmGTsLOxF4fazSsE9ALhKN7Y04otR7vYhZ+ITprMqY0ksixj+/bt+OCDD9DZ2Yn8/HzMnDkTF1xwAVyu9BdhRESjWa8/jOt/vxatfUG4HTa8etclmJrURd5om9W1SpfmG+dX4VB7P1btaU3I4Bv5QA3sz5lQpN12tvrvwx0DCISjKUGuLMs42KZcmE5L2i9x4Vzf7UM0JifMI2/QNc4zuqiv0prnmZTip8nYF2QpAYQ/Gt9HkbFP1zwP0GXsg1EEIyJIt94IT2QxrZXic449Da+EhoyWSvHF513N2FsaDFC2EQNfYlAgU2WLtuSdOsdezNEvSNPDQpTiB8IxeIMR5Kv3bTSZXy+IAN2oFF9UEImBR73p5Xmo7/LjQFu/1kxPb7e6hN4C3dz8cycqx8i9zX3whSKmzQfFnPq5VQVYOKkYF08rxeradry0rQnfWDLdcBu9bz+9Ha/saAYA/PDG2fjshRMzbkNEdLwsZ+y9Xi9+/OMfY/z48ViwYAG+8Y1v4A9/+AO+//3v4/LLL0dZWRnuvPNOHD3KbqNEdGb61cparWQ9GInhe8/tyLjNxrouhKMyJpflYEZlHhZNKYVNAg629WsNp4yIAH3mmPi60CU5LhRkOSHLQF3HQMo2vf6wVoqb3J26Mt8Dl92GcFROeVzRaKqywPjCXATuvf5wwnJ5nf0iY28e2IuLf19ECWz84ShC6t8ozJSxd+ky9mpGcjDz5QPqNlZK8Z0OBvY0vOyDbJ4XX8c+lrJ95m2U7/2ANsc+Q2CvDrj1qJl6LWOfZb5dlsuuDRh06MrxO/vVJS9NKndEM772/tSu+KIUf7xBbw8xN9/sOHlYPQbqB1cr8j0oznEhJgOH21OPkcIadWD10ullAIBlZ40BAG2p0HTe2NOqBfUA8PPXai036yMiOh6WAvsNGzZgxowZWLNmDe6//340NDSgt7cXR48eRWdnJzo7O/H444+ju7sbCxYswN///vcTvd9ERCdMLCbjmS0N+M7T2wdVeim61P/8lrlw2CRsOtJtGGDrbVe70J+rZtsLsp2Yp2aY0l1Eiv2aUha/aJUkCVPKchJ+r9fUo1xcFue4tNJUwW6TtMzZ0aRyfLEWfalJM7t8jxMixujWLcXVp3aqF1l5I1rGXi3FF127ASA7Q1l9thpE9AejWrBjpaw+eZ6v20L5vn6dcS53R8NBP6XDymcquRrFUsM9Z3wwQJZlLdufbrk7IJ7RF6X7veK7nGHVCfF9FstPAkC3evwozjHetiRXGfjrNAzslWPRxKRSfAAYq5b2N5sE9ofUwc8pSdVJk0vNj5GAUjW0/pBy7L1kmhLYi8qoXU29CYOXRp7aXA8A+MKiSTirqgD9wYjWnT8TWZbxwNsH8eNX96DBYGoCEVE6ljP2r776Kl5//XV8+tOfRlVVVcLvioqK8KEPfQiPPfYYdu7cieLi4mHfUSKik+WPqw/i209vx9NbGvDphzekLN9kZP2hTvjDUVTme/DRc8bhwilKaejK3S1ptxNrNM/TlYuePV65iNxnsqb8QDCC5l5ln0QgL0xWA32jbJTIbI0tNM6ciXL8Y0lNrMQFd0mucWBvs0nafPhu/fJYarSeLrDPTwrs/WpFQZbTbrpEniCaePmCES0j6bGQsU/OdA62eV6m/SKyQl9KbzZvXS+5C76VjL2YjiPLShl+OKrM986UsRcDf76w8r0Spfj5GQJ78X3u9cePA10ZemaI40q3L5yy1KdoqDfeoBRfBPZiwFLPH4qiSV32UwTywpQ0x0hAqRzo6A/BJgFzxymrhUwqyUGex4FAOKY1IDXiD0WxRi3jv/mcKtx0tnK9vGpPq+k2ev+7aj9+8XotHnq3Djf98T1tIIaIyApLgf3555+PBQsWWPqDVVVVuP76649rp4iIhsuxTh/avamZIDO9vjAefOew9nNzbwB/W3ck43ar9ioXblfNKockSVg6q0K5Pc0FXSwmY3tDDwBg3rhC7XaxrJNZUyhRBVCS40opVxcXrUbZKLG+/ViTknqx9Fzy6yVKaUVmzYhYmk7foVqU7+ZbyNj71ES9L2wto6jcR3T8HlzGPjnTaal8386MPQ0v/RR5K/0Ykz/bgynfBxK/m5mWuxPTXMRAW/y7nH5AIF9dblJU6wD6jL1xYF+U7dKef5eu4icQjmoDChUGS+yJwD65twegHCNlWenTkfy4k9NUNQHAfnUJvYmlOdrAiM0macdoccw2svZgBwLhGKoKszBrTD6umqmcBzYd6dJeBzOd/UH8afUh7ec2bxD/WG99ems0JmNXY+aKAiIavY67K35PTw9Wr16NAwcODMf+EBENm0fX1eHyX76Ny3/xtuWMyfNbG+ANRjCjIg+/v1UZ0HxxWxNisfSdjUUn+sUzygHE52buaDC/0Krv9sEbiMDlsCV0qZ9WoQTnZpkhozJ8IV0pfqOa2Rpr0p26VA3cO5JKYjvUC9KSNOvKJ697DcQv7vPTrC0vgv5wTEIwEtNK8ZOnChjRMvb6OfYWmufZk5qOua3MsddtY2NXfBoGjkF+poaSsddXo4jvpsthyzgokOVKbNRnpfoGiH+f+3TrV2oZe5Pjh90maccPMYgIxI9DLrvN8BgiKo9a+wKIJh2f9cfI5GqI+OCncca+Vh1QnV6euHKIyN7vauw13A4APjimNDW9dHopJElCdXE2ppbnIiYDW46mX2Lv5e1NiMRkzB1XgF99dB4A4B/rj1jqqu8NhPGZRzbgQ79fi5v/9F7KMZyIzgyDCuxXrVqFRYsW4bzzzsOKFSvw9ttvY8KECVi8eDGmT5+Oz3/+8ydqP4noDCfWE7aqrmMA9728BzFZyeh+66lt8IUylzWKbvQfObsKS2ZVIM/tQGOPX1tezogvFNEaNZ2lXvxVF2Ujz+1AKBrTGt0Z7SOglHnqL7SnqRn7Nm/QMMujbVeaOu9UlKwaladqGXuTUnyzwF6U4pemzdgrF/QiKxiLydra8uky9nluh5at8wbCWoYw0zrbQHyO/aC74tsGn7F3MmNPw0w/vmTlI5X82bbyOZQkSdtOfDfN1qHXExUzfrUU3xuIL3eXjijVT8zYK/8uTtMMU5TjJwb2am+PXJfhVIXyPA/sNgmRmJxSZSSmHVUbdOIXGfsjHQOGQfN+dUB1etKSoKIJ35EO87nvohP/7LEF2m1zqwoSfmdGzMP/8PwqXDd3DFwOG5p7A5b6vPxlzWG8d0gZXN7R0ItfrdyfcRu9WExmpp9oFLAc2Pf29uKmm25CaWkp5s+fjy984Qu466678IMf/ABbtmzBP//5Tzz//PN4/fXXT+T+EtEZRpZl/OCFnZhxzwp86R+bEy4Y0/nH+iMAgEumlWJCSTb6AhG8uC19A6NQJIb31cz7xVNL4XHacekMJfOebt3jvc1eyLLS/V10frbZJMwcq3SsN7ugO9ppvJRTrtuhdXyuNSjHb+k1z7xXqI/fNRDSgl0hPsc+fcberBQ/XWAvyl3FQIQ3EIG4Zk4XDNhsEvLUAL3XH9G6dg86Yy9K8Qexjr0w2IZ7nGNPw2Gwc+yTB6CSm0CabqcG9iJjn2l+PQBkOcWg2WAz9uK7rByng5GoNsBnlrEH4seWzoH4sUcch0pNVtWw2ySto35yOb5YnaSiwLyE3x+OJlQWCOKYK6ZECaIHiejUn0yWZexpUrL5s8fGVyuZpZ0HzDP9gXAUOxqU3y+ZVQGP046FE5V+VZmWPg1Gonhi4zEAwGcumAAAeGFrI3p91s6Vz29twMKfvIlFP33LcrNYIjo1WQ7s161bh1mzZuHFF1/EQw89hI997GMoKyvDd77zHZx99tn49Kc/jf/4j//A2rVrT+T+EtFpLBKNpQSbmTy24Rgee/8YZFmZr/7A2wczbhONyXjug0YAwBcvnqRd7DyzpSHtdtsbejAQiqIkx4VZ6jJyYg1k0eTOyJ5mkaXJT7h9doYLuiPqBeJEg8y7aIKX3MgOAFq05edSL3gLs51a+W1ygC62G2NwsQsomTEgMWMvy7J2sW3WPA+IN8YSZbdiAMbjtGUMnPXzckXGPtMcYOU+8Tn2gfDg17EXkkucjTBjT8NN/zGy8olKbvJoddlFMdglBuis9K/I1gbNRPO8zNNqlN+LUnzl/j1qcGm3SWm3LdGqhVJL8dMNKIpjmRjsFFrVhqcVBkvseZx2bYCi1aAxqjjmJldETRTVUL0B7Xij1+aNN92rqYyfC0T2XpwnjOxu6kUkJqM0160N6l48rRQAsDZDYP9ObTs6+kOoyHfj/10/CzWVefCHo3hlZ+ZO/C19AXz32Z3o6A+izRvEF/+2aVCZ+1hMNnwtiGhkWA7sW1tbMWvWLO3nWbNmYdKkSQn3mTx5Mlpbrc1jJaIzS13HABb+5E3M+MFr+O8Xd1naRpZl/P29IwCAGrUs8h/vHU1oAmVkb3Mfev1h5LoduGRaGa6eXQlAWVpOBI5GxNzJsycUaVnZebrA3myuo1GWRvm5QNsfI2YZewAYq16wNhuU1IuL2HKDhlKSJKFcbYInslaCVhKbY3yhLDJj+ovrvkBE66Rt1vxK/zuRsRcZu0wZPkA/LzdseZ1tIB6gKF3xB7HcXfIce0vl+1zHnoaXPktvZY59cjWKleXugNSMvWg6mY723dKa52WeVgPEv++i6Z04VisN8sz3V/Tv0C951yEy9mkGFLXjji/xnCDWjTdqugdAy/QnDwgEwlFtn6uSKpuKc1xadVG9wYCrCNwnl+UmVByJjH1Dt980i76tXjmHzK8u0F6n8yYqq6NkKuHfUKdUk101swJOuw3XzFHOd+8fNq8yE/7y7hGEIjGMLfAg3+PAkU4f1uxvz7gdoJzXFvzPKtTc8xp+9to+S9sQ0YllObCPRqOw2+MHKrvdnnKQttlsiMU4R4doNIvFZKw/1Im3a9ssNfUR29z9zHbtgunv64+mXaNd2NXYh4Nt/XA7bHjqPy7UMhFrMmQwRNn8OROKYLdJGFeUhcp8DyIxGVvrzefKiy70Nbq5lXPGFsBuk9DuDWpLzCUTyyZNS2q2JDI+9V3G6yxrGXuDNZrHqJ3rxbx4vTb1grfS5KJVXMyKi1tAmWYgSmLN5rqKzFh/MKJlYcSFdp7boXWINhLP2CsXrvEMn4XA3hMvxR9Kxr4/IbAf/Bx7K8vduRzxbRjY03CzWbgaS83YD64UPz7H3nopvgjse61m7LMSM/aZ1rAXSg3n2GfO2CcPKApaKX6+8baiRL+lL/GYLo7x2S57ygoAkiRhQqkyCHukMzWwF8F+8vJ6BVlObT/qTMr4RUXYfN2yp9PVqQAtfYG0ZfXifLdwUnHC/zfVdaU9R8sysGKXshzrj286C7ecUw0AeG5ro+k2QjQm4z+f3aEN4P5p9SFsrMs8kCA09fjx0vYmNvkjGmaDap63e/du/OY3v8FvfvMbvPHGGwk/i9uIaHT7zjM7cOtD7+Pzj27SsumZbK3vxqYj3fA4bVg0VVnfXb+sj5nX1TXgr5pZgXyPE4trlI7z6w52pt1OXGCICxxJknCumv3YfMQ8sBfrxk/Xza3MctkxVS2LN5rvDiiZGACoLk7M8Iifm3v9KeWN0ZisXQgaZezHqA3umpIGE4KReEbJPLAXGfv4tj1qRssmmc95z/c4Usr4uzN0tBaSL7CtZvgAIE8N/r3BiBZIDCpjH4oiKErxLS1dl5Sxt7INM/Z0AlnJ2DvtUsKyeE6rpfhqFYs4blgZNNOa56kVNP1W17FPWu4u0xr2gji+dA7oA/vMvT0KtdU44oGvLMvasc8sY1+hVie1Jh1fm9W5+mMKPIYVBmKe/ZGO1AA9fh5IPZ5XFym3GWX6gXjDPn3TvTyPU6saMDv3DAQjWkb/XHVO/oLqIjjtElr6AqaDygDQ7FdeY4/ThoumlODDC8YCAN7c25qxHP+9Qx3Y3tCLbJcdF01RzukPvXs47TZCR38Qt/zpPdz1xFZc8cvVps1liWjwLAf2brcbe/fuxb333ot7770Xr732WsLP4rbs7NQDGhGdep7YeAyX/Pwt/Py1fRmXchO2HO3Gsx/E56n/6NW9hmsIJ3t9tzJF5+rZlfjRh88CALx/uDNjIzyRXV80VZlreIn6//cOdyFdsYDIfpw7oUi77Tz1osdsrrwsy9rF1YykbsgT1SzNUYOLuXA0pmXVxcWbUJbrhtthQ0xOLfnsHAgiHJUhScYBulhrvjnp9W1TM1Euhw2F2cYX2eJitlU3x15/gW3W/E2SpJR59l71gj5TN+wCdV/EQIC27nWG7QAgS60ECIajulJ86xl7XyiirZpgpRQ/OTC3krHXz8tnYE8jQZKkhM+q9Tn2aim+OhXHSim+KCX3haOQZRkB9fvlyTAIJgbyepPm2JsdqwQxuCea9QFAe3/65nlAvBIgYZlNf7yCp9wkY19ZII6RicflpjSNSQFgnHp7cqYfABq6laB9nEEnfhHs13enBvayLONol/FKJ9Mr0g8q72rsRTQmY0yBRxsEyHLZMUftxJ+2Qq1X+fwsnFQCt8OOOWMLkO9xIBCOmS61KryhLh974/yx+MF1yjTdNfvbLa0885NX92qvc18ggl+8br2Mf1djL675zRr8+z83J1SkEZHCcmD/mc98Bj09PRn/+93vfnci95eIkqza04q/rq2z3C1ebPO953aivsuPP64+ZKkhHQA8tEYZkf/4udU4b2IRIjEZL29P36BHlmUt83717EpMKs3BlLIcRGIy3qk1n8sXjcnYrs07LAQAnDOxCG6HDW3eINpNzun9wYhWTmm0NrxZ19/GHj8GQlE47VLKxZXWDdkg29LU40dMVspdy5IuQCVJQpV6kZecqREZ8ZIct2F3a5GxTy7/b9EyUW7TOataYK+78BHZukwX2Mnz7EX5fm6GYECU9/qTm21ZyNiLwCMYiemWu7Pe4EtZ7s56KX7y3GSXhcEA/XKEdq5jT8PMSld8ILHRY6a16IXkOfbpptQI4vssy8oxQKwTn7kRZuI69iLQy1T+L+au9+sC+/gym+bZfpGx1/ddEcF6UbbTdH8rtDn2iaXg+oy9EXGMT25MCsSnXI0rMsrYZyXcR6/NG0QgHIPdFj9fCDPUJnz7TQLtQ+o0sOlJHfxFR3/xeyMH1cB+kZpxt9kkrafM1jTNYmVZxht72wAo1XQzx+ShujgLwUgs7TkdUD4Povz/5zfPhU1SBv6NKiCSdfQHcetf3se+Fi9e392Krzz+geXpgLIs472DHXjg7YOWVwsgOh0NqhSfiE4MZZmcPrQZdOhN5+nN9fjSPzbjh6/swfW/X5u2MZzeg+8klsH/ff3RjKV34WgMa9V58Z+6YDw+smAcAGQM7Fv6Ajja6YPdJuGy6crScVfOrACQvtvvofZ+9AcjyHbZtayF22HXLmCafcYXwnXqhUxprku76AOAKWo5fX2Xz7Azv1ibeELSmvLKbWrG3mBepSi/HFeUZXhxLi7yxP0EMU++3CQbJS4s+4ORhEEbkfk3K8MHzErxReO89CWxovmVWLe632LGXguy1Qv5eMbeQmDviAf2A0HlvcmyUIovBkSiMTm+jr2FsvqUjP0g5+VbKZsmGgyrRSD6gSvLGXuHGABTvpsuC033snTBv8j0Jz++ETEvXRyz4t/n9AMCuZ7UwF404EvXgFP0C+nRZewzleED8eNna59xxr6ywDhjLwJ7o3N1uoz9uOLshPvoiaC2qjAr5dwzpUwZVK4zCXwPqwPVk8sSB6PF+S7d8nXiHHpWVbz8f8F4pcpt6zHzTH9dxwAae/xwO2xYNLUUkiThyhrlnC6WizXzxt42+MNRTCjJxkfPHYfzJymDCu9YaNj39OYGeIMR7buy5Wg3Pkizn3qPrjuCTz68Ab94vRaf+esGS5UFQigSw56mvpQ+DkSnosxXTgC2bduGV155xdIfXLBgAa677rrj2imi05Usy2jo9qMw26mVFlrx6zcO4HdvHoDDJuHnt8zFTWePy7hNIBzF/7yyR/v5aKcPT2w8hi9cPCnNVsC+lj5sPtoNp13CO99ZjBsfWId2bxCr9rRi2VljTLf74Gg3+oMRFOe4MGdsAaqLsvGDF3Zid1Mf2voChh3aAWCnujbvtPJcrQRULCGXbvmf7WrG4KyqgoSM9rSKXOxs7EWLyQyAg+1KZkMsFyeU57mR47JjIBTFsU4fpiVlOMQa78mdkAFgQrH5+sUiE2+UpVFuV/5e8gWdyPgkZ/mFbJcDBVlO9PrDaO4JIL9S+TyJEnmz7YB413v9Bbm+O3U6IjMvggBxoZ2pfFcE9oFwDLGYrF2UZxoQAOLBQiAchT9svRRfBNuRWAzB8NC74lvpLu7UBTQyrGWJiKyyOlikD/ysLrsovl8D6sCvlaZ7NpsEj9OGQDiWUOaeObBXjlOhSEz9PqsVOBYrfsTUHyB+DMpzm59Lxdz8Lt0+WjnWiRL95OZtYlrV2EFm7PuDEW2ef3LWHdCfB1JPXEfT9FoRf6vJoIkqABxWA/7k892UcuWcdchk/ro/FEWn+hT050Jxbt7RYLxEKxA/b88ck69Vf4iqul0ZOviv3qdk+q87awwkScJlM8qw/nAn3tnfjs9dNNF0O1mW8cTGYwCAn948F1uOdONfm+vx2PvHcM6E4rSPORCM4HdvHdB+3tHQi6c21eO2RemvlQBlgPvmP72H/a39qMz3YPnXLsk4OK53pGMAFfmejANbRMPFUsa+oaEBr732mvbfww8/jHvuuQd/+MMf8OKLL+KRRx7BPffcg1//+tfYtcvaMlZD9dprr+GWW27BnDlzcMUVV+Dhhx9O6cQfDAZxzz33YN68eZg7dy6+973vwe/PPA+YSOgLhLHlaLflueeA0tTs4395H5f8/G1c85t3My7JJmyv78Hv1ZNOJCbjvpf3WBoZXrWnFX2BCMYWePA/H54DAHhkbV3G0jTReG7R1FKMLczCTQuqAACra9vSbiey9ZdMK4XNJqEox6V1gd+e5iJAnOjn6LICYvmf2lavaaWAuGBJnu+eKWN/qE3Zbmp54oWOJEmYUi6yGKkBuugVYDS3Ulxw1Xf5tZJUQcyZTG6cJ4gLuvqkC7pMgT0Qz7zrLz7jy8iZX1wkN7AC4hktq4G9Nymwz1SKr2925w9H4yW4FubzimA8FInpmudZnysfk6EFEENZx95S+b4uGBrEYYHIEqsZe311SfLn2IxYJk98J61uJ4JtETTbJdm0P4eQrcv0+0Px40BWhvJ/MQAogvloTNaOBblpBgeL1KlFPbpBTCuZ/oKkXgCCONaazc0vNwnsG9Xje0GW07BKSfRfaexOPYeIAWPDwF49HzX1+A3P7SJjPyUpYz+1TDlPHu4YSHk8cbsMCUXZzoSpDtPV8+3RzgFETM7Ne9Rz+izd8q5zqvK13xk9nrCtoQcAcJ7a2PbSaUoV3/pDnWmrBg+1D+BYlw9uhw3Xzx2LD6vXLesOdmS85nn2gwb0+MKYVJqDH1w3EwDwjK5XUDp/eOsg9rcqr3FLXwD3WFyqFwB+/+YBXP7L1Tj7f1bh7X3pr6+SNff6sa8l/SAJkRFLgf2HPvQhrF27FmvXrsWKFSvgdDrx2GOPobm5GZs2bUJdXR02bNiA3NzcE5qtf/bZZ/G73/0Ot956K/71r3/hS1/6Er7zne/gnnvuSbjfl770JTz22GP41a9+hd/+9rd4+umncdttt52w/aJTU0yd/221VEvYcrQLl/9iNW7+03v4zjM7LAf3f1t3ROvG3tjjx389v9PSdv/aXA9ZBq6dU4mayjz0+sN4anN9xu1eUJekueWccfjoOePgdtjQ2OPP2GFWlMpdMFkpgTt/snKC3Xw0/eu0U13jXXTeBYCzxinB+g71ZG1kt7rdHN1FQHVRNnLdDoQiMW2puGSiPDF5KThRlt9iFthrFzq5Kb8TyxAZlSeKjL1RpmZsYRacdgmhaCylaZKYoznGpHRTlHwmXwhaCewLs1LXaBYXounmyic3sAKALvXCN1N3e60kNpDYDTvdxTWgNNUSSceB0OCWn9OX4vuC1rvi6zOWEW0O8OCXu7MyV1kfDFmc1kk0CIPP2A92ubtwVFa3s/ZYIssoBpotzHKBw27Tvl+J3+cMpfjqAKA/HEUkGksoyRcd+o2I7Kk3GG+gqU0DyjI/hohjqy8U1bYD4lVOhSYDoGW5yvG8LxBfEhSIl+abTZESU6tC0cQKCAA4ps67F5VheqLJn1I5kTgIEYxEcUzN9ief76qKsuBy2BCKxLRBB70D6nXC1PLchClkY/I9cDlsCEdlNPUYTw3UZ+yFSaW5yHLa4Q9HUddhfA3SFwhr5/u56kD/zDF5yHM74A9HTa8FAOW6DADmVRciy2XHgvGFcKn9dsymKQir1Xn/nzivGjefPQ4uuw27GvtwwKQhoRAIR/H39UcAAN+4ajoA4LVdLZYSLx8c68b/vrEfgPKZ/q/nd1qeKrnlaBeW/O8aXPObd/HdZ3ZY7iMAKBUGT248ZqmpMY1Og55j//7776Ompgaf+tSnEg4GCxcuxJe//GW88MILw7l/CW688UYsX74cN998M2bPno1bb70V3/nOd/DQQw9p9zl8+DD++c9/4oEHHsBVV12FxYsX409/+hOeeuop7N2794TtG1kzmAOU8ObeVnzzX9vw4rbGQTVK+f7zO3HnE1tx0x/fwx9XW1uGRZZl3PPCbi3b/uwHDXh5R/o55AAQicbwJ3Xe+m1qOdnru1syrtEajcl4XW0k88nzx+PWheMBAG9lGN2NxWRsVNeuXTq7Eh6nXev6/t4h8zlusZisDT6cr46Yn63OqTvcPqA1KzKyr1k5Cc7UZdDnqYF9+oy9GtjrMvY2m4SZY5S/s6fZeFuxTrDoSC+IKoG2AAwzCuJCZ6JB9mOiGtgfM5gr35ymG7LdJqE8L3VteEDpbg8oHfCNFBss4wTEOz6bzbEH4sF7j+6CTjT+sZKN6g9GtIEpcTGZaT3p5CZWWsY+Q6AtSZKWrfOHotpFr9tCoy4xLz4QjsEnSvHTXMwLRgGKlcdLblY42Dn2LMWn4WY5Y6/77FqZQgKkDnZZLeHXMvbqscvC1yTh8QLhaLwCJ1Mpvu73A8GodtxxOWxpp9fke5zaa9eTtCJHumNknsehDUTqB0DFv80qm/Kz4kuC6s/v4jUyK9N22G1adUFnf+K5QMzzrzQYVHY77Npyf01JwVpjt9K4NctpTzmP2G0SJqjz+kXHfT0R2E8rTxxMsOm2O2Iw9QzQZex1gb3dJmkZ/F2NxpnmXep1QlVhFkrU5yRJklYlkC5DLZapFSvdeJx2rfx/g3pNYyQcjWHD4XiVYlGOS1sGN912gFJFEAjHMLbAg7uunIpZY/IRjclYpa4IkM6TG49BloGlsyowtsCDpt4AntuauUogGpNx1xPbtM//vzbXa9WSmXQFgWt+9x7+87mduPEPa3GwLf3AhV5Dtw8/fHkP7nt5d8KAlRWyLA/p2p5OjEEH9u3t7fB6jT8sfX19aGsbXLnJYDgcqSeGaDQKm27U+p133oHNZsNVV12l3bZ48WK43W688847J2zfTjeyLONYpy9tyZSRQDiKx94/ir+urRtUmXpDtw83/mEtpv9gBX6jjmJasbupF195/AM8t7URX3tyG17e0Wxpu01HuvHkpnjW+4F3DqPPQmX82oMd2NPchyynHZ++QAmyn9yYOXv+wbEe9PjCKMx24p4PzcLccQWIycrobjqbj3ShcyCEwmwnLphcgivUddo3H+1OKRHUO9jeD29AaSxXo54UL1Q72753yPwkcLhjAL3+MLKc8eVwCrNdmKaWqG8xydr3+EJapnq6LrCfO64QgLIEjRFfKIJWdXk2EZALNaLbb2vq6L4sy1p5YnLGvkrNnkdlSWtAp6c1lzO4SBpjssQRoMvYmyxzFF8GLvGDJC7SSkw6N5eo8927BoaQsdcCe4OMfYaLVkDJLIuSehHYm2WihJSMfdBaxh6IN7zzhaIIqHPePRaiAY+WsY/GM3xWAnSDjOWJytjrB7JZik/DzWo/RudxNM8b7HZaxl49drgsXjGKedeBSBS+sLXvs8th0wbY+kOReNPODAMCNpuUspa9tiJHmj43Npuk/V4cU0OReKWA2fFVkiTDefbiPFCcpoO/CGaTB9A7tO7/xueCKnWFlOTAXpxbxxR4DBu3inNg8lKrQHyuf/L5FYgPgBsF9r3+sHberUmaJieuI8wy6KLqb151QcLtNVpgbx6IimuTcyfGl7AVyYkP0lQb7mzsxUAoisJspzYQcfb4QmW7DNWcIsGyuKYckiRh2VmVAIDXdqe/rgtHY1ipBv+3LZqIT10wQfl7ezPHR+8eaEdjjx8FWU7cco7Sa+nBd6wlplY12rT3pqM/hPuXW1tGMBSJ4VMPb8Bf19Xh0XVH8P8GMd3gWKcPF/30Lcy9byX+/t4Ry9sByvX9z1/bl3FpRSPt3qDW4JcSWWqep3fZZZfh3/7t3/C9730PX/va11BZWYm+vj48/fTT+N3vfofnn3/+ROynoZaWFvz+97/Hpz71Ke22hoYGFBcXw+WKH1wdDgdKSkrQ2Nho+HeCwSCCwfiBtq9PGTUcCASRH7b+wenxhbFyTytmjcnX5htZ0TUQwvPbmiAB+OTCaktL0QDKweO+V/ah3RvE5y+agAsmp28gIoQiMXz3uV14ZWcL5lcX4I+3zk8bXAiyLOPzf9uC9YeVUc66di/+34dmWnrM//fCLi2r+9s3D+Dc8QXaQTmdny7fm1Am97MVe3Hl9JKMGbYnNhwBANxydhUOtPVje0Mv1rbYcHOG9/OV7cpn5CMLxuBLiybg8Q3HsP5wJ+ra+gw73Qpv7VUO9JdMLUEsGsE1s8uxo6EXK3Y24+PnjDXdblOdWhY/qRiIRVGZ58SUshwcah/Auv1tWDKr3Hi7w0rwflZVPuRYFOFYFOeNV06WW452I2zyPPc19QBQ5+Op2wHK/LgDbf3Y3diDxdNLUrbb1aCcAKsKPciyQ/v7E4tF0BpCR58vJUNSp44Y53scyHYiYb/GFijb1ncOpOxva18AvlAUdpuEilxnyu8r8txo6AmgvrM/IRAPRmJaZrw025GyXUm2cshr6Q0k/E6WZa10rTw3dTsgnulu7fUl/F5cpBV47Ibb5bsl7TUKhULaBVi7OlBSlGW8HRCfK9/VH9TuIy6yc1w20+1sgNb4qsvrR7YjPjiQ6zTfDgA8DmX/+vwhhMNheNWL3iyHlHY7AMhSM+9eXxABNfPutCHjdiLxGNCtY++2Z94ullSxYZMAORpBOJY+cJFjiRkJG2IZH0svEokM6v5nGvHa8DUaBFm29Hrpy+FtGPw2ACBZfKxsdUNxjHNI1t5TrVmfPwRfULm/y8L3OddtR1ckhp5+P/p1JfyZtivwOJRzkNeHySUe9AxkPkYCyvG11x9Gp9ePCUVu7XlKEpDlMN/fklwnGnv8aOnxITxGCWbbvcr5oyjL+PwBAMXqQG1bnz/hPh1qMFboMd7fynw3tgOo70o8VzZ1KwF0WZ7LcLvyPJd6P1/K78UgQVlO6v6OL1IGBA61eVN+d6RduT4uznHCZUv8HFWp5/SjHf2G+3NIvR6YUpqd8PtpZUqFwJ6mXsPtAuGo1nNnVkWOdp+pajXf/tbU/RTEtdJ5E4oQjUYQjQJzq5SBhA/SXCsBSpANAJdMLUY4HMZFk4u07fTn8mTvHepEjy+MkhwXzh6Xj1ynDb+AknTp9wXSVpU9tUlpEHjDvDH4wkUT8MyWBqw71IH2Xl/a6XdtvQPY2Kbsz49vnIX/enEP3q5tQ32nN+0KOgDwj/VHE1b8eWpzAz5zfnXKwE2yWEzG1578QKt2/OEre3BOdX5KXyQjtS1e3PrIJngDEfxlzWE8/sXztAGXTP62/ih+/vp+5LodePDTC7SGj5n0ByP4w9uHsLOxD99eOs3ydoBS3bHpSDcWjC/Uloe0IhCO4vltTZhRkWf5+QFAIDj0FRgGHdhXVVXh2Wefxe23346f/vSncDqVi+7CwkL8/Oc/xzXXXDOovzd79mwMDJjPj5k1axaWL1+ecrvX68UNN9yAiRMn4ic/+Yl2eywWM8zsO51ORKPG5SX3338/7rvvvpTbP/XntbhrgRtWmln2hYBf7LCjLyzBZZNxx6woJmT+bEOWgT/vtWFfr3IifGfrPnx8cvplx4TnjtjwTrO63f42/GBBFMWZ43O83SThlaPKk9pW34uvP/o2PjU182Pu65Gw/nD8xfjnhnpUB+tQYR7vAgCO9QNv1Tpgg4yyLKDVL+Enz23Ev89M/5j9YWDdQTsACXfPjeCPe+xo7Anggadex4xC85RZKAq8skPZrjp0FFkeCdthx85uCatWrUr7mG/uUrbL7TuKbe8dwcRcO+q8Eh56cTXOLzd/TPF4Bb5GLF/eAAwAgAMfHOnAK68uNy2zfGO/DYANTm8Tli9XBhVKYcMh2PDSux8gfMT4NXr5kLJdXqhT+34EospjdvSH8PSLy2FUcb2yQQJgR1aoJ+F7Fe5Ubl+34wAm+2tTtlvTrPy+UPKlfB/zncrn/omXV2F80rT2XV3Kdvn2cMp2bepj7qprVl4znYN9ynMpdMbwxsrXUvbHHVVe71XrNqOzNv6+dAaU7RySjPWr30jJgjWq70tDZ1/C/vSHgWDEAQkytr23GrsMxo383cpr/t4HO5HXtgOA8v1t71P2ZcfGdWjckbpdSH1fwlEZz728AmLaZ0uPst3uLe+jY0/qdgDQ0qi+RgfqsFxWpno0tivb7dvxAWJHzT+TLtgRgITlb7yNcTlAa4ey3a7tWxA+Yr7dwQ7lMY82tWL58uU41qJst3/3Dixv2W66HQBEgsp93167Hi3tNvXxtkKqT5/i3t+uPGZzWzv6BiQAEjauX4ujGY4tSuY8frx3SDJWrFiRfiMAvkjidhvXv4dmSy0xlG127dqN5Z0ntlHsaJDpeEuA+Ey1trYYXusk6+tRjkMAcLSuDsuXH0q/AYBj9cr3Szh4oBbLfZmzeX3qMW/voWMAbHDarL2n4jiweu06NKvHq93b0h+vAMAWUY/rq99FIKrscyyYes5JFg4o261ZtwEde2QcalD2+3DtbizvSvM9DSnbvfnuerQUyWjxAYADWTYZr79mfhyJDSh//+33tyBUpzyn7eo5uaPxCJYvrzN+uD7lPu9ujB8TwzGgL6B8BrauX4P9BuftoPo+rPtgD0p1z2dNk/IaRbydxtfJrcp2G3ftx8Sk9/tIm/Lcj+3bjuWN25O2U/7upr1HsByJ2eId6jk9F6GUx+xQzx07Djdh+fLUSsetB5T96a4/gOXL45WbXer5fvuRdsPn0aSet7PsMt5/503tvN6kvl+1zT149dXlhlUvb6vvi80b/34pbRQcONLpM71WCkSBI53K+9JZuxnLDwORGGCX7Ojxh/HY8ytQYhIvi+usCZ4AXn9tBWQZKHDa0RuO4Y9PrzS9fpVlYM0+5X0p9h7GjvWHUZFlR6tfwp+efQPzSsy/P5vbJURkO8Zmy8hp3YEpeXYc8kr4xb/expVV6b93f1OvX2+ZFEVtj4Sd3Tb89oV1uH58+mv0g33A1nrleqvQDXQEgB88sQ6fn5E5nnhonw3egHIci8Rk3PPU+/jqrMzbtfiA+7cr70u3L4wv/20D/t/ZUViZlfT4QRs2tiuP+YW/bsB35kZRaCFmavEBP99hR1SWIEHGt86Kojq1hVOKmAw8UmvDrm7lMW+cEMUVY62V+z1bO7ilr/UGHdgDwLXXXov9+/dj69atqK+vR3l5OebNm4f8fOtZamHFihUpXe319Jl3ob+/H9deey0ikQjefPNNZGXFr/5KS0vR1ZU6b6ajowNlZWWGj/G9730P3/zmN7Wf+/r6UF1djaP9EgYqzsKHF1ZnfB73r6hFX/goACAUk/BaZxFe/PiFGbd7bXcr9r0fP6i+12rDtz58IeaOK0izlTKC/s0NawB1rmdUlrBHmoCfLJuddjtZlvHr364D4MP1cyvx8o4WbO2y4zeXLM6YtX/2H1sAdOK2C8fjWJcfb9W2ozNvGj6/dFra7X79xkEAh3H17ErcecUULPv9ezjgteOSK65KuxTWk5saEMMezBqThy999EIcen4Xnv2gCcHiyVh2zQzT7TYe6UJ442aU5brwlY8tQddACP/82Tto8kk4b9HlKCswXpasuTeAjvVrYLdJ+I+blyDP48Au+348tPYIokXjsczktQ1GYvjWhjcByPi3Gy9HVWEWwtEYfrPnLfgjMcy54DLDcjcA+OW+dwH4cfMVC7VRwNb3jmLDilpE8yqxbNl8w+3+9pcNAHpx/aL5WnkYAPy2dg2aegOYNP9CbS6a3ptP7wTqm3Hp/OlYdtlk7Xbb7la8cmw7Qp5CLFt2Qcp2W5fvA44cwwWzJqW89v9o3Igtx3pQPfPshH0BgPb1R4HaWsyeUJHyXKobe/Ho/g3wSx4sW3ZZwu9e3NYE7N6FGVUlWLbs3JT9WendjkO7WlE2YTqWXTZFu33L0W5g6yZUFmbjuusuSdmucyCEn+9Yjf6whCVXX6OVYO9v9QKb16Mw24UbPrQ4ZTsA2PfGAbzfVofisROxbJlSqdIfjCD8/lsAgJs/tNS04dt/b3sTvlAU5y66HBNKshGNyfjaeuUC+YZrrkKJybxM7+YGvHJsD3KLK7Bs2QIAwI92rgYQwtLLFyXMcUz2u4Pr0Nc+gLnnXIALJhfjF/veBfx+LL74Qm1uopGs2nb848BWePKUz8IfD78HePtxyYULcfHU9CPVf2vYgGZfL86afw7e7j4E9Htx0QXn4ZKppWm3k3Y24Z8HdyEnrxDw9QPRGJZcsThtlYzwzQ0rtWZ2OR4Xli0zfv/0BoIRfG/TW9rPiy+7RFttIZ2vrV8JAJg5axaWXTgh4/3PVOFwGKtWrcKSJUvgdFpf9vNMJD5TVWPGYtmyuRnv/1zHB9jfq2QhZ0yfimVXTs24TcO7dVjREF/ua/asmVi2aGLG7V7r245d3a3ILSoDujrhtMHSe/qnuvVoa/FiwbkL8XLLPsDnw2UXX2B4TtL7c916dLR4cdbZC5Xu+Ht3YGx5MZYtOy/tdo81b0LDQDdmz1uAa+dU4uFj7wO9fbjkgnNxxQzj6z4AeKptC+oPdWLa7HlYNn+s0kB2+yaUFeRg2bKLTbdbHdiFXd1NGD+lBssuVZZMe+X/tgFtbbhg/mwsO3+84XYbo3uxbWM9KiZMw7KrlPetqccPbHgXTruEW2641jAL3Li2DqubDyC/vArLlp2l3b5tRS1w9Cjmz0g9LwNAz8Z6rGzcC09R/PwBKPO4v/n+GwBk3HDVpRhXkhil5B3swFOHP0DUnY9lyy5K+F2bOKdPrMSyZfMSflfV0Iu/H9iAAYNzOgD8bM8aAAFcv/jChOxl50AIv9u9Gj0hCVcuvSZlOtVru1uBHdsxbUwBrrsufn0SjMTwix1vIBCVcO4lV6DCIDMtrpWuvSjxWumPB9egocf8WumDYz3Axo0oz3PjYzcu1W5/5Nh67Gn2omzGObhmdkXKdoD6WUAbrj6vRvuerezfjuW7WpE9Lv6ZSXa004f+99fCaZfwpVuU12FTbC8e21CPcFH8usPIu8/tBNCMq+eNx3XLZqKt6Ch+sqIWfZ4KLFt2tul27d4gGtYr05S//bErsP5wF77x9E7U+nLwx2svNq1KAID/eXUfgGO4fn4VPnN+NW768wYc6HfiyqWL006J69DFL3/97Nn48mNbsb/XhslnL8pYJfCDF3cDaMRFk4uxr9WLroEwPJPONa1uFQ629WPz++9pP/dHJDTmTMUnl05Pux0AfOavmxCVlapVGRJWdhfj2Y+lXicne3VnC3a9H8/2vNHiwg8+eWnaygsACIaj+MH7mRMUZoYU2ANKBnzhwoVYuHDhkB8cAMaPNz4Amunv78eyZcswMDCAN998E0VFiV/IhQsXIhQKYfPmzTj3XCUg2LZtGwYGBnDeecYnB7fbDbfbOKh9fEM9PnfRpLQfbl8ogv9T53P/5uPz8Z1ntmNPsxeHOwMZS1Je2qGUcP/HZVPQ2OPHy9ubsHx3G86ZlP5CeOW+RkRjMuaNK8B/XTcLH3twPV7Z0YIffeSstI1mNtZ14UinD7luB3568zzUdwewrb4Hr+1pT7v+eSAcxft1ygf70xdOxMG2frxV246XdjTjP5fNTPv6rN6vXIQsmV2JWVVFWqn5u4e6cOP8KtPtxONdO2cMnE4nFtdU4NkPmrDmQCfuud78i7G9USn3OneiMiWj0uXCtPIcHGgbwNZGL64rNR402VKvzImaU1WA4jwloDh3UgkeWnsEW+t7TS9mDrT3IRKTkedxYEJpHiRJgtOpNJbZVt+DPS0DmFZZmLJdry+sLYG2YHyJ9vfnqPPW97V6TR9TNJabWpmfcJ/plXlo6g2grjOAC6embntYnTM3fUxB0nbKa1LX4YPD4Uh5P5vVuXzjS3JT9mlCSQ62HOtBY28w5XeNasf4CaUG25Uq341WbxAxKbFBUqeSUkVFQZbhayDK79v6wwm/71C3G1PgMdyuPN8Bp11COCqjJxDDWHW4ti+oRIbFOS7T17wiX3nMLl/8MfvUxg1ZTjsKcsyD0KJsF3whP/pCMTidTvh0zfCKc7MS5s3qlaoN+3oDETidTsiyjF6/8hxL8oxfG0GZdzqAgbAMp9OpdeTNzzZ+bbTtcpTHHAhG4XQ6tbWvC3PcGS/oc9T1pkMxaFNoctzmr6mQrW0nQ1TXe9xOS0GhwyZp3b7dDrulbTxJ7WWyPZmfm55ks/Y4Zzqn09p7SIDNbrP0WunLeF0Oh6VtspPWgbe6nVM9JoulJB022dJ7KqYTRmKStm1eVubvWJ46lSsQAfwR5Tud78n8eKLxXjCqfOa86vz8ktxMxzplQLVfPS57g8rBpyjNeQCI9ykZCMe0+4njcmm++XG5TA08u/0R7T49AeWcXJrrNkxkAUCpej3SE4gk/O12dV7/mMJsw8esKlISCm3eUMLvO3sDiMoybJAxpignZdux6nbt/aGU3zX3Ko9ZXZK63SR1ib3WviCisCVMKw1FYmhWp59NKs9L2LaiwKFNHesYiGhz/IVj3cp2U8sSt3M6leuPuo4BHO0OYlxJ4vW2LMs4qHbanzm2MGHbSWW5ynS+7qDhtdKBduUaa+aYxGusedWF2NPsxd6Wflw/f1zKdkB8id/544u1bWdXFWL5rlYcaB8w/XyIa9ezqgqQm6VcmyyaWobHNtRj09GetJ/JTUeVqa4XTS1V4rPJpQBqsa2hF3a7w3SZyvfqWrXHrCzKxdI5Hjif24X6bj9a+yOoLjZOhMmyjDfUngHXnTUW88eXoDzPjTZvEFsb+nDJNPMBtdf3NCAakzG/uhBXzBqDy6Y34M19bXjvcDfOqjafohuOxvCyGjN97arpWL2/HX9afQjPbG3CsnnmsQQAvLqrDTEZuGpmOW46exxuf/wDvLqzFf957ay0S3i29gW0WOT52y/Cxx5cjx0NfajvCWKywcpLei9uV3qCfXXxFLy5tw37Wrx4ZmszvnL5lPTb7WhFbyCS9j7pWGqFsmrVKstz5zdu3IhHHnlkyDuUjs/nw3XXXYf+/n68+eabKC5O/QCce+65OO+88/D9738fAwMD8Pv9+K//+i/MnTsXF110kcFfNedx2nCgrR97m9M3dthwuAuBcAxVhVm4cf5YXD5DGTl6fqvxnH4hEI5qc3iunzcG1501BgCwck9Lxg6TL29XOrXfML8K504oQmmuC/5w1LT5mSAaq105sxw5bgeunq2MYIol0MxsOdqNUCSGinw3ppTl4vIZ5XDaJTT3BrQmLEbavAHsae6DJAGXTS9TH1sZ5czUkXS7uoTa2epo6iVTle0PtPWn7d4uGqmcoxuFFfP5Nx0xf31E45b5umoJ0TH+QFt/wprgidupS79U5icExKLqwqyxnNhuXFEWCnQjeDPVpnL1XX7D5iA9vpDWJCi5EkA0r9lvsIxLLCabrvE+oSQbkgR4A5GU7u0AtGVvjBrLjVe7zxt1mq9Xl/ExOjkU57i0tY2Tl9XJ1FhONMFrTmoKJJoEGY3cA0rDJNHdvlXX3b7bwhrvpeq+dHjjr09HhsZ5gvh9l3p/8VnyOG1p+0UUJC13FwjHEFIj30xN8LS17NU58mLuutVlp5LXsU9XXSOIZlsDofhSUFZ6hohBnWA4hohawWW1wZf+fm4r63EhtVme1e7iAjsA03Cz2hXfOZR17JMG+61uJ5pMis72Fr9e8IhVLgax3B2gX5EjrAXnVpp25uiadgLxZnj5aRqMAvEGeWLVEfH/TBm1PLXpnv78LFZHMeuKDxg3z8vUOA+In5eSl1kTjdLMznda87yklVyaepXzcr7L+DgrVnjpGgilrC3f0K2c542qqYpzXMhR3+fk5dYaun2QZeVzkLyCjCRJ2rVFcoNAANoyeJNKUysfxTJ/RkvXtfYF4Q1EYLdJKavriL9VZ9L5f6/Bkn4AMHtsQcLvk7V7g2juDUCSgNm6lYC0BoFp4gnRzE9/7TpXra472Naf8l4IbX0BHO3yQYKMc9Rr1tlj8+Fx2tDjC2v9CYyIFQMumaYkE3PcDi0huSPNakf1XX409Qbgsttw8bRS2GwSFquxj1he0Ex8RSclFlikVvRl6v6/o6EXvlAURdlOnDexGNfPHas9B6MVkvTWqLHWNXPG4IqacuS6HWjs8WNrfU/a7cQKCAvGF2LB+CJtmeg39qZfGaGjP4g1B5Tnc/PZ47QGiqtrMzdQfGl75pW40rF0mB43bhx++MMfYubMmfjpT3+K9evXo6enB7Iso7+/H9u3b8cf/vAHLFq0CB/5yEcwZsyY49opM4899hjWrFmDhoYGnH322Zg4caL2n2h4J0kSnn76afh8PpSUlKCoqAidnZ14/vnnE7rnWyEaK2w6kj4AfVd98y6dXgpJkvChucrzT9edXPxeLKUxa0w+Lp1eCrfDhvouv2GncCEYiWKb+mFcMrMCNpukjY6t2Z/+MbUlQ9Sl0cSyHxuPdKXtcr9O/cItmqI8R4/TjlnqAS7dF2O3uuzJ1LJc7aQmAt7dJgEvoJxQxICB6N5ekO3EBDWITNdFc+sxZX/O1h0cZ6vLsOxPs8b7AfU1n6oryS3Lc2NMgQeyHP99svgJIHG0WDymWadXsSxb8smqKMelNTsx+hyIjrMV+e6EJYKAeOd5o7XsOwaC8IejkCRgfFKg7XHaMVZdh92oo6042VYZBPbiPTFaUkdcBFQbXARIkoQq9fbkdXbFBYvZUnBjTC5YtGWD0jSLKc93q/eNX1xpgX2aizJx4dVusMRRSZqLMiB+sSfuLy5a89J0bVb2R80GqRec4oLVbpO0Cygz4qK2LxBGNCZrXeozXWDn6briy7KsdadO/qwZEfvkD0W1dewtBfbacndRreO8Ucd7I/r7WemID6QGUVaWu9NbMD59STGRVWIgTayIkolbNyhlddm65O/FYAfNxOCe9cBe7YofjnfFt3T8EIOKgUh8NQ4L24kBRV8oClmW0aces9J1xQfiy+GJ42qPP/MAr/J34/spaOeCHPNzQWnSeQCID2KXphkcFo1bk9exF0uvmgX24vaO/mBCUNisDqQXmexqUbZL+2wlL9nbmOZaQJIkbRC/vitxoP+o+vP44mzDCk/x94zWX6/rUK5nJpWlBvaT1IC93iDBdEBt1jehODtlcEskRerajYNekRxJLg0X12tGj6ffbmJJTsJnVwwQHGrvRzBi3O9LbKtfGnhsgQc5LjsiMRlHTAL0WnW78qz4+dtpt2mrFqXr/i+uT/XTf8V2Oxp7TLcTyxjPqMzTvu/nqfGEWTJL0K7R1fOoCOw3HekyfW0AYIPabHrhpGLYbBJmVOYhz+3AQCiadkWFroGQtiLDpdNK4XHatYGMTPGdCOCXzlKSoFepick39qQP0Dcc7kI0JqOmMg+Ty3K16YgfHOtWphmZiERj2JJhnzKxdJieOXMmtmzZgnvuuQcvv/wyLr74YhQVFcFmsyEvLw/z58/HH/7wB9x8882ora3FsmXLjmunzNx6662oq6vDxo0bsXr16oT/cnPjGcgJEyZg7dq1aGpqQmNjI95//31Mnjw5zV82JgL7jRkyyyLovVjNKIsP697mvrTrQX5wtEfZbpoSLGe7HNq229MEy/uavQhHZRRlO1FdrBwMxYc0XeY9Eo1pX/Dz1CVD5o4rQJbTjh5fGPvTrHkpBhLO13XeF6/P1jQHjT1q0CvWNwWUkh8A2NviNR2B3KFm6yeV5iR0WhcH2b0mX+KugZCWcRaZb0DtAg9oGWsj4iQwLSmbLQ7kZgdVcUCpSRrZnaCeOJJPcEK97kSXTGTBRWCsJ5agMRq9FtsZnRxbe+PrrRst7yUC9OT99Yei2mtqdDIfr53IUx9TBOhjCozL1MWof/LzzJSxF4F7csZeBOtGS90JFWrGvl235J3IhBSnuaAr0zL2+iWO1IuyNAMCQOpa9iJjnykLXqhm7Hv8YciyrF14FmQ5005/AeIXtX3+sFYOC2S+wBa/96trUEfUSNvaBbZ+uTt1HXsLQbPWRTsU388hZezTTEPSS37tXBaWuwOAtd9djP/7t/MTMipEx+Otb1+Gv33+PNwwz3z1FD39sdvycndJEbnVAQGR2ReZcIfFqgLxffYGItqSulkWMvYiOz8QjGoDilaOOzlaYB+BLxTVHjM/K/22yYG9CJyTV3dJpj+2Asqc9R7135Yy9gP6qq/My54aZexlWdbOdxX5xtuW5LjgtEtKk1fdeatZzdgXuoyTOTabFB/I9poE9ib9T8S5N3kpWpGoGVdkXNqdLrAX2xpdK1Wq1xbJg/xAPGEgrm30xCCB0ZJ++sdM3na8buDCKBkmEjYTk7YbU+BBQZYTkZhsmHgBlKmQADC5NH4NKkmSlmw6YLKdSDpVZCXuj+jBc8hku0g0phvAiF+/zlWv0XfUmwfoIlDWD0KIx9vT3Gda1dbc60dzbwA2KT6YML0iF0XZTgTCMexvMU++bVBX5Dp/kpI1t9skLYG3OU0wvLGuE7IMzKjIQ7l67ThPjV9ErGFElmUtFluk9he6WI21tjf0pK0S2FafWH0xoSQb44qyEI7KaWPKPc19GAhFkeuxdi1jxHKawmaz4ZOf/CTWrVuHjo4OrF69Gs8++yxWrlyJ+vp67Nu3D9/85jcTAuzhlpeXl5Cl1/9nlI0vLi5GSYn1ZQmSLVCXD9t4pMv0Q+oLRbSAWAS944qyUJLjQjgqY3eTcbkOEA969V8MkeXd3WT+hRIl6vOqC7ULVPEF2d/qNc2817Z64QtFkedxYLqa2XXabdqaounKbkTmeIbuy79AWwu0x3S7PQblTOOLs5HncSAUiRmWjAPQXrezdK+N/vH3mZRBiZHdsQWehAuJqepBvNUbNCyp94Ui2oE8ObAX873M1mY1y7yLE0BDt1+70NA7miawH5du9ForS0v9rsVL1P0pn1lxMh9jEvSK0f3kE7Io28t1OwwvlMpy41kB/WNGojEtE25Wql5mcKGj7INykja72CnLi2c+9J/3TI+n/5v6C5auAbUE06g9rkpc6HiD8TJzsd/pLuYAaM3xxFr2XosZJVESGo3J8AYjWuY+3Rr2QoGWsY/Ap5bhS1LmQDvHHf/e6C+WckwaA+pl60vxB5Oxd8QzboLl4EN3v8Fm3ge73biibFyUoREg0WCU53lw+YzyjAN1gv6zajRAa7iNPTljb207MXAwMMSMvT4QzbSOPZBYij+4jH18QFGc3512SZvqZUYcX7WMvXp8zZSxz0vK2Hf7QloDz6I0ZfziPNGRUIqfuepL7I83GNF6lwyEotqArVkZv80mxQcFfKlTyPLTnEZEZVubrrItHI1pr5GY0pZMVCx09iee08X5ttxkEKLKpBQ/GpO118uoEk+r3utNDezFwH+lQWJhsu66LvmaORyNadV/yQMYYwo8sNskBCOxlGslIH49mHxdJ0mSdi1plOzxBsLa80yeNiCuSc2qRg+2i8A+8XZxTWpWin+k04dgJIYspz1hf0XGfldTr2nss0sL7OPX9lPLc+G0S/AGIobXrkA8aVlTma81G5YkSWteaxYT6B/z3InxgXWRpNySJg4RybezdFUJ89TnuD3N4EVzbwDdvjDstvj+TSrJQbbLjmAkZhoTAPFkqGhULEmSNiCRLtYSQb/Yv6EY0lVQUVERLrvsMtx0001YsmQJxo0zbiBxupszNh82STkgGX2BAaXkWZaVMipxcJUkSXszt6UrU1eDd31naxHk70ozICD+pv6Nn1iSA5fDBl8oajrnXYwSzqzMT2gWIT6wh9qNDxrdAyHtgKMPesVco4OtXtMvv9E8JUmSMEfd1mzgQ3xhkoPsmWrGvtbky6/NxUoq2crzOFHgVPbRaPTycPsAZFk58SafYCenmYsVi8laWVtyNrsi3wOX3YZITNaCaj2zEwAA0xJ1AGjoEfPWU09WIjgPhGPaxYoggjSzbLYoe9efyIH4iXZsocfw4rNUDbKDkVhCxrXbF4YsK8Gk2YVScW48QNfLVIovAtuYHJ8LDsQvzNJlXPQBb3y7zBn7PLdDW05HXNCJi8iMcznVvyveE5HpyZSx9zjt2nzVXl9Y2z7PQmAvBmF6/WFtnmuOK7UxYjK3w64FD+KzkOW0p20wI4jMmT5TZyVjL56jKN8HhpaxtzoYkMxqgEQ00oaSsU/+fFsfNEv8XloN7MV3vks9rrocNjgsfMfEhf5AKBoP7C3NsY9n7LX59Z7MVU3JGfterSIq/WOKKVTi+K8/nqd7nuKY3B+MaNdM4m+kG6zNz3Jq04dE1ZZ4TKddSju9SnuOujJ+8TxznObTL8Wgu/7aVwwO2CTzc6yYUpDcBylTL4H4HPvEAL2zP4iYrDym0eBHZZrAXtxmlMyoKsyCJCmf7eTEQktvADFZ+dyWJk2tcNht2rXeMYMAXdxm1FdIJGyMrtGPqNn60lx3yhQ9LbA3qaoV1/aVSRn7SRmSUmJK6/TKvITz+2T1+tkbiKRcmwni2l1cywPK6yV6Hpj1JhNJQn0VLxCPQ8yqErp11bj6HlEitjCrggDiz1M/reKscQWQJCV51uZN/ewA8YGEaeW52mClzSZpj2kWv4SjMa2iYYFu9Qfx+FYGL+YnJTUHg1czaXh0o1hmQa/2xUhaKkmMeO0xeeM7+oNo7QtCkhJLuEXGfm9zn2GWF4g339Bn+h12G6aqXyjRlC2ZCGgnJwW94otoVqYuPoRVhVkJZbzVxVmwScpJuN2gmV0gHNUOKMnzz6eUK/tw1KQMSgt6k8qZZui+GEaDCeLxjMrUK7KV+xsdOMR2kw220w6OBnOx2vuDCEVjsEmpAbPdJmml5kYngPo0J4CxaTL2YuS7wmDE3OO0a1kBs8ZyZvPPRYlSa9JBTgT2ZuX02S6HdmGhL1MXJ/LibJfpBagIpPUnj0A4qgXOZSZZAbfTDpdNeT97dJmIeKm6eYCefDEHxC9A02VqbDYJuS6RqVEb0lnMKuW4EjPSYvtMGXtl23g2SmRoMs2vV/ZJNHiKWG6cJ4jMmbiQs9qUTmTO9O+JtYx96t8fSsZ+qAH6UAcEiE42p0P/eR9cSb0wlEEzALBaECO+8+I4YPW4IwYUw5HYoDL22W6DEn5LzT7VaUfqcVkcnzNNVxIBujhPie0y7WueekyWZf25IPP+2m2Sdt7qHkjst5JpWpaoSujRne/E38hOs7sis55Y2RZS/6b5OV1UyyXPzRfXBmUm1XRmzfPEdIPSXLfhY4rrmda+QErmvTlNMsNht2nVBcmBnQi8xxZ4DAe0RVyQ7roubcLGqEGgWm1qdA0qrtHNAnQR1CaX4otr16OdA4bxhBgomFGRmEDzOO3a62r0HPsCYe2zkNyIWSQqzapqj5hco0+vMG+CCMRjsKrCrIRlhSdrr02/ebWyGqfpVynLdTu0fTBraCgC99ljE4NsEaftSfMcA+EYclz2hGkV0zMkJoF4dcXkMuMpK1YwsM9AC3ozNNhIDuxF8GwWuIpMdnKDjcllufA4lcy70RdKlmXtbyZ/MWZkGA06pH1gErcTX0yzwQvRcG560pff7bBrB2Mx2qjX2OOHLCtBSHIX1Ooi83nZQLzDevLBURwYA+GY4UhiPLBPLVMvV4/tRnPlRdBr1PVdlE8d6RxIGUwQJ4DKfI9hUGHWSGYgGNHK4ZIHLwDdfDODkV2RRTUraRMH5OQR7JY0ZWlAPDvenpSxF6Ok6eYAilF4/clclOKl6/abPPcciF9IuBw2rUmREXFR0qPPRFjI2IuLsr6EC53MzfOA+MWXuOi0Og80fuGp3F8rxc+QGQLiF8m+QXaaj2fBo9qFq9ULbHFhK75jVgNm8ff1ZZiDmWOvZzn4sA8+0ElmtQyaaKS5EzL2Q1sFYiiDZsDgS/HFccBKGT4Q//6GojHtWGml6V62buBUa9ppod+GxxFv2im2BzL3A4h3xU9cOSTT8dXjtGmZ98GeQ4qSGu/1+a0NDhsNZIsB8Jw0DxnP2MevI8SqLummnpWaTK/LlLEX0+vMpuWZXe+U5blhk4BITEbHQOK1S0uG6YdaleIg+whUpwnszZJSQPrrOnENnVyGDwBjClNX8hH0QXZ50u6OLcyCy2FDOCobV3+m6V2grXaUZvCiOMeV8v3UphsY9IcC4pWvKSs6iVL8DFUJyfFLdVEWnHYJgXBMmzaqFwhHtT4KM5LjNDHwYdIHSyRJk6sLtF4CJolbsRz1pLKchIEh8fh1HQOGTQJlWdYSsMk9GgaDgX0Gk7WmayYZe23ueeIHRnxojxgsAQYAR9XbpyR9SO02SRf0pm7bORDCQEjpbJ5cij1DGw0y3ldRpj45KegVgxfHunyGHzbx3KclfSkAXWM5gwEMfbOU5AvndCOegXBUKxufkPTldzvsWoCZXLIFpM+8F7qVoNyoyYo4IIgDqJ54P3yhaMpgQqYTgHieR5M+B6I0P8/jMDwx60d2kwcTtBOdSTZ7bKHJUnB95mVpQLyMPzlj321hHnmpwSi9WP4n3Xx38Tf1czFF9UdZrjttwCUuSnp0DYxEeX265Yryk8oogXjGvjjNHHsgsWM8APQHrWV4cnQlpvrHztQVH4hfZPrDUa2zfaa5o4BuCTndFIlsC/PkgXjmTFxcW20uJ/ZVZPpddpulEv7kpnd2m2Q52NZ3xbdS7kt0OtMH6VYHspLvN9SMvdNmbZlHMVAnjgNWGucBuox9NKbNJbcyMJitK8UX1zBWqozEfonAXvw/0/E1XzfAG43JWg+TTOcBSZK0+/QnLSeaKUAvTporL851maZlieo1/QC4+He6jL3WLFa/CoyFKWsl2iB/cmCvDvSbJAiKdNPV9E3JtAaBJtc7TrtN21fRIFho1krxTZIZ+cbJDBEEGzULBuJNf5OrC/oCYe21rTZoEpiuQaAIhI2CbLFiUUd/KOUaXSRsCrIccCd9bO02SQsQRUWAXnyapcFqRybXrkD6atN4Q2TjpJ34e8kDGCI5Wt/lN2w6LhKPyRUCDrtNe80OGyRgD7b1IyYrvS+Sk1Pji5U44Zhp5bDyHCYl7esUdR+MVoIC4gnd5PilIt+NfI8D0ZhsuK+tfUEMhKJqtS8D+xMmnrE3C5aNP2xitKujP6gduPXSdQjVsrwGI17iAzO2IMtg+Q7zTuqxmKw1lkse8arIdyPXrXzYjL7E4iBktGSZNoBhkAVv1J5j6nbVxeb7Kg4aeW6HYSOadAdHcSA3CrQL1XNR2rlYBmXqLodNC0CTpxxkOgGIA2byY7Z702fBxd/zhaIJJ+RQJKZ17jWbfx6fc5b4+sQz9pnn2OsHE0RjubRrvGtLwaVm3tM1BUpeBg6IZyIydSbOdiSW4uvXFE6fsTfIYIjmeRmaJiWv8T5gcR5otjt+4ansq3pRNohsVCAcL8UfTHl7MBKDf5Cl+CJ4EAMCVpvLiQEM8Zmxvq68BAnxz5zVwCP5vkPN2BOdLvTfRavfk+SlIwe7jr0w6OZ5IoC0OqCoHndCERmhqHI8sFItlK2brhQMWx8QEAG8OK76B5mxB5RB3oGg9YqovKTqLau9BAqTA3stYz+4zv+APrA3H6jRlkv1py7pl7bzv0GDQEC3gozJ9YAypUDdP92+ZsrYA/EqRH0vo/5gRDvPZrzmMZl+WFVoHFyVGVQoAvFlBAuznYaDPOlK8ePNBVP3tTDbqX2ezQYvzKZYihjD6LrX0jLGhoG9eUwgHs/oOfb649UFyRn7omyn9v1JHjAB4lXTIibTE+X4hw3itPjqBjkpyQIxuGCUgJVlGQ1iACMpThM/N/cEDDvjH9GqElIbKE5L09NM3DahOHvIjYABBvYZiZEZo9GVaEzWvizJwWtBllM7+BmV44ug3TDoVW8zKlM/alKiDsRHJY2+FK3eAALhGBw2KWWUTZIk7e8ZlevEu6mnL1NPJoJ2oyBb7ENHf0gLdgTtOZYMbr3TQDiqnbyMRne1wN4gY5+ueypg3liuscf8OQK6THZSpl9ks5Mbswgep10b1NCXiYmBBZfdZpqVHqOd5IzXeDdb81acOP3haMJgVLeFbLY2Sq9fCk5b1zfdRYCyXUJgb7FMPbkUX/w/x2VPezFYkHTBEorEtEA9UzfkXJMSzNzkofIk2jz5YOK8ykxN94D4RbI/FNMuPD0WrrBFUB0MR+MXnhYGEgDAZU/qhm0xEHBpy1yFE/Y9E0mSEubvDmbOu/6+yQEM0WijP7ZZ/bynzrG32hU/aUBgkMvdieDTSpANxJ9bKBrTlsK1Etjrm+cFRMbeSil+cmBvMWPvctjizzEQjmfsLQxgaBn7gBjkVV6jTKX42lr26rmy1+IAeLzzf2ovmnSl+Fpgr69sE4F9mio8EbjrV6zxh6LaIHGpybYOu03XRyC+r23a0rfplrBVM/a66w9xbZ7ncZi+tqLqMbkUX1QtmlU3lmgNApOu6zIMXojrxB5fOGUt83QNgyVJSljxKGFfM/VOEq9N0rVrLCZrVa9GGfvxauB9zCArna66oEpXzZA8r18kAMvz3CkDH/rnaDQIIeIJo6ULRbLSqAeBvvlzMq1y2CCw7/WHtevC5ARseZ4bTruESExO+MwJIoZJztgD8fil2aDiWAT2kw0GLwbD0lVefX09tm/fPug/Pn78eMydO3fQ251KRDlKU68fkWgsodSz3RtEJCbDbpMMy6InlGSjayCEIx2+lOYLQ83YHzEpYwHiX842bxDhaCzhhCiCvAqTueCVBR7sae4zDnrVD6BRmfoEbQ65+fwdo8GLgiwn8j0O9AWUZeb0PQriFQLGo6XiC5o8gCGCbrfDZhgUFqhrtrb0BiDLcsKgQbruqYCSWd/X4k05AbSoo6dmpV6lBmuf638WHeWNFOe40O0LJwS9IjgvyzMvUy8zmDcW0pVjm5XRZbscyHM74A1G0NoX1LISIkBPF/SWGZXiW1mfV71Y8YeVeeBZLrvlxnI5SYG91Qud5FJ8/Qk2U5f6eCl+4raZLujEEnJiIMDqOvZAYlZJXLRaKcUXF63BSAw+9YLV+lxX5RghLlitzrEXdwsOooxWe0wboCbbhpyxt5qJJDpd6TM5VgfAhjzH3j60jL1bd+zB/2/vzMPkqOr1/1Yvs2YmK1nIQkICYUvCErYgSdgEQ1QgAorI7hVB8YILCCIgIOBVLngviggoVwTh5xUQDVcQCLIoeyCILAkkJCSQffbptX5/9JyqU9XbOad6uqe738/z8DDd6eo61bWc893eL6BUjgMAUUk8Txj2DQrehGa5xj4h2myqdOMQ2VBp2LbtpuIrRN7bm6PYNNA+V7UkS/5Mt09vpfjcM+BU9s0hxZzD/oh9v1TSVSgVv93nxAYkw77AWkAEtFJpGx19CYxsbXDWBY2RUEEHxqiWBmzvTWBLTxy7DLy30QlIFM/865BEWzd1FV9/iGCGv3a9WPlhLk0hwA285HNetDdFnTXWho5+T6bvpiIlluOHN2H1lt6sNbq7ts99nPlEkTf35Bd+BtwAY65gX6FU/HFtjYiELCRSNjZ29XvWxmsLGOdAxoZZtakH6wtk1eZyYAhjOXfQTggh5s84XrO1J8smEDbNmGGNWc+DUMjCxBHNWL2lF+u29mZlPAgHgz8rAXDtqFwZDW52gXkaPqBo2P/jH//Ad7/7Xe0vP+mkk6resB89oMSZStvY1B3zXKSiLntcW261zmmjW/HqB9tzRrM/LBCxF8Z+rhoVV3Ez+4IZ3dqAhkgI8WQaH3X0e266Yg/HcXkE1/oTKcewy2W8iu025fBafVgknWnyqBb8c30n1m7t9Rj2m4sYhPn6ncopW7mMXhGx742n0BVLOhNXMpV2ts3lvABkz6739xF9yfM9yEVEfotP1GWzorDcqk09nv6zwnlRaLIakSP1TvxtWYUXEGPaGtEVS2Jzd8yZdJRq7AfGI3uwxd+FIvbDGiNoCIcQT6WxtTeOiQ3NTiS9WP25WJSI30ek7w0vEnUXTp/eeAqJlGv0NoRDRQ3Ytjz1kcXSKGVle0Cqj1SpsXci9kn0K6aKAlIqfiKFXiHuVCSzQOCk4g8sWNUNe+/nVCP2ABCVblnTiL2qFgAh1Yp8jYeVa+z9fexNa+yVNnNE6QSq97PIFEqk0kgkNSL2jVIqvuNULP7skZ+jsWTaFc9TeG61NUWwqSuGrv6k83xtVXi+ivm3J57pSS/GKxTz8yHSlEXWlpgniznAHVV8X2ZbOGShqcBwRYp/zoh9gTm9IZKJvHf0JbClJ4aRrQ2SwVtYN2dkawOwuccTsVdZKw33HSPgZigUCkjkE89zuuTkM+yl9Y5sEDprnkLrumEN6IolPeu6ZMptuZev5GDHPJmYThvj9iYgR9e2/G2MCwf7XI2FeLbRuy1/8C0SDmH88Cas29aHD7f1eeyGQuUGzjEA2OBb2/fFU86aaVwOJ4SjD9WZbYcUykqYOLIZ4VBGeG9jV8yTzSoyBHK1lQYydtrqLb1Yt60PB0rvx5NpxzbJJYC3Y46yEUGxzlWqKBn2J554Ik488cRAO6pWMtH4Rmzo6MfHnV7DfkOBCwZwjcSNPi9SXzzlPKxy3RiO+EQOYTlXvT37xIdCFnYc8Oqt397nMewdAZIiN5TfcyleN0ZCOevdZYGVdNr2eObXFXBeiLH8c31nllNAvC7W79Tv8SomstIQzgiMdPQl8VFHvzMhbuzK9EmNhKy8qfHiYet/OIoawlF5thMR+S3dcc/v4wjL5dkOcCekrR7FeOHVLWDY+3qmZ/7OfMfw5mjB6Inw/steehXFeFcJN1top9B2lmVhVGsDPursx9buOCaOaHYj9kVS8UUPXnGcotZetQcxkEkV1TF6nRr7rFR8tRr7nnimf3GXRsS+RRLP06uxzxbPU0kVBdzImSOepxh5D/sWbToRe/mjqqnCmc8yYk/qB/lejKqm4vue+eq1+Wbt7hp9zyfV/Ylji6fSmjX2A8/XmCSepzBY2QHRJ7UTVXGcOr3s+xJa4qTiGdzdn/SUvBVzCojvFs7WTsV5UszpjmHf586TlpUoul1Xf9Ix7MRapJAgLpAx/Dv6EtjSHceMsXKHnMLbOWseyegVx1koE2+EEAjMoSMwosB2Ir0/a13XI9Z1uccrghXxVBqd/UlnbJsl4d98jGptwJotvZ51XcZ4ztwn+bIhRFTdb/QKLaVx7Y05DXux5vcHpUQkPp/9ItZ0/mMEpJbLeZwQk0Y2Y922Pqzd1ou5U0c57ztlFXl+nwkiaJfHedHSEM6pS+QcY46I/YcFBAKj4RB2GNaIjzr78XFnv8c+csulcwcmhV3jz6ze3J2xJ6JhK6cNI8bhd9AAUrlsnsxhVRjeUGBsnmi2U3te5Mbwq4MKg7etKeJ4GmWEQb6lJ+54ZwWbitTwmNZXjx+e+T5/Kovs7crlaR09rAHWQKsR2QOZTtvOzZ9PuEQ8HPO1RckXlRbf53dCKIms5DiX8m+Tz+gVDyK/E0Kkm+erPxcTQzJtezzfQjyvWCo+4FeML6wsC8geeqmmTmGSAyQv/cAEKdefF0q/y5W2162YYjjSuQ4yv6WqYrw/Yi/GPKJAD3sgM3mKyaGzP+lEaVTS1EVkvstRQ1brXywWc7adSfvs14gMNTmRmrSTQjnY4nlOjX1cTxXfb2doReyNa+z1a44JqVZkQ1fVYK50xD6k2OHCqbFP6tXYC6NXjrqrCHdGwiFHP6SjLwGhGavyXG4e+P7+ZFqqsVefQ7pjKWeObI6Gi3b0cB28SWe8gEKNvS+DTxitxeZJMW/L89xWhbI8edseRyxWrWzAryMAqGUm+LMSADmDL/92Y6XAlCCWdDWG8q15mqKugZmrxW+hLMVROQI2Yu06ZlhD3jWoI4rc6Td6C6+zx+UJSol95osO5zvGeDLtXEv5MhPG58nkLVYesWMeHQE5kp3LDnGOsSuW1cveScXPk40r1uD+sRYS/wbkVtbesYrfanRrY85zKcp9c3X1cmyRAut7FYxXQevXr8eKFSuwZs0aJJPZqu+1xHjnovF5vIQnqEBdNpB9wYjIcr4bqr0p4niu/TU8xYzeYtHsfEZvvlR8cVPkG2s0HHIeVHI6U0dfAuL+yjcJjMnxUAUk4zWPd9cxeHsTHvV25xgLiawMHL98nK44XIGUrRzXQGLAk5nZNvfv2hgJO8ayfJzFeroCUt9a2XvdV9xAlydy8ZATE17xNHVv/blwDoSswpOyY/DKhr1iNFtE2LscMSExkZuJ5xVqdSeQlfEdw16hPlI4G7r7k86iBSheWykvFHviScQHFq1KLZmi2RF7pXZ3Uh973XZ3bo29SMU3U99WqXN19umJ2FMVn5BcyNe48n0Z9kfey6OKr7s/8dxJSOJ5Kk5F2WEp5gGVVHx5rPI8q9NONJ5Ma4mTDnPKuRLoiulnbjnlXIp97P0ZfCJ7r9g82RwNO+fNPzcXcyYIR7Y/s03VyS+6qgBqmQnumidXMKNAQGJgu1gy7WR6CMdHOGQVLVsEvPpJzrqugGGWqxPQRoW1q7zulflIKgnOhfjOTd0xj5idTomlbMOI9XI4ZOVdh45ySlC9QbtCAoGA3NFJLzCZKfHIBNDk+zieTDv7zJeZkK/DgQjI5h1rnkyIos6LgXFs7o55Whfatl00s1oVLcP+pZdewtlnn40JEyZg4sSJmD17NqZOnYpRo0bhuOOOw5///Oesntu1QF6jV4jK5TPsnRZgvihvkf7elmVhTI5odjyZdh5W+dPUc3u8xMWXL009XxTc6QOax9sF5HZgiHG3SU4KP07E3t/vtKvww1E8iOKSdx6QjrHATTE6h7GsYhDmUk8VDzjLKjzR5crc2FKkNh+Q+tZK14CKmrr4t7TtCu1s1xWWG/CSi99pREtDQWNrmK/2XP67mGE/zKmPHBAF6lPz7rdGvKn4qhEMwF1gdPa5isY6rYq6Y0knTT0SsoqmfYZClhPN6YklHYEnnUVrXzzpiDspqeIPLDwTKduJDOm2u+vWTcX3fUx1cQ1403x1DHTZaGEfe1LrmLS786fsq0fs/ar4en3sBarieXIqvhOxVxDPa4yEIHYhDCbVMiCnNd/Adg3hkNJzpCEiOU6dGnsV8TwxD7gR+2IaLYDU0i/m1WlRFc/rjiWRSLlryGIla5ZlZTn6hTO72HGK4+nxdYEpqvzva+nXn0ghPqBBUOg4hzdnR+xVHBhtjRGnxZ4Yo5uVULhsMVfGqeh+VDBinyMTs5jBC7gOig7pGNNp21nb5bMnxgxk1abStseZoFIqOSaHKPJmJ0s1f3aBGMtW39pe1ej162c5OgJ5bK1oOOSUtco2zMed/bDtzD2d75yMyZON60Te89haojPE1h69YxwptS6UbcrO/qQTuCmLYb9+/XosWbIECxcuRCwWw9VXX43nnnsOb775Jl544QX88pe/xKRJk3D22WfjgAMOwEsvvRRoUEONfMIMQmUyX4u0fBF7p06pQH21uJi2yGk+A8ZgpICnbLTz0PB69Yqm4g+8v6034RgPme8pLlyS6zi3KjzgctVl27ZdtE6pORp2JtXcXs8CIisFeroWMghzHaOb0hYtuFDKpaC6uav47zoqx8TRqaAY3xQNOxGHjl5v5L1oKn6zVzBHnuQK4ajFxzL1eLZtuz3ei9WfN+ReBBSL2IuSRGGYqzoSAG9mghOx10ij7OpPeHrYFxIEEohoTk8shZgTsddrydSvEbGXjX8x+TdpGva9muJ5/pRbnYi9bDSYR+xp2JPaRnYGql7vfuNYuU2eYY29P2Lv197IR4MnFV+9xt6yLOeZKIxClWcr4D5LxVyn+swSi/NMxxmNVPxG19B2FPEV5iyh09Kb8DnAi8yT8nzYG0s5852K3kqbNN+J7YHiegByVkLm/2JuLryOGOmLZot1iGUBwwqM1xHPy1VjX2DtEgpZzljF76mSwQnkW9cVj9j7j1H+joKiyM4xegM9Ipaab00YyWP0ivVrobWdc4xy0E6l3CDHMQLFjV7xnZ39ScexB7gGcCGDN1fJgTiXmZLhwl2k/CXTYt09Js9xji52jHnW9vna+gl9gPamiJLGRyGU8jJvvfVWhEIhfPTRRxg2LLu/3v7774+TTz4ZN910E+6//3489thjmDt3bqCBDSXyCcsVS2URF0x3LIneeNIxYFSURXMZdcIYHF2gDmdkq9fjKXBTPHJfbMObM16kWDKNTV0xp35km8LDMVd7NZVjzNULtDuWdFRi8xm9lpURGPmosx/beuPSWAf2WSAK7heSAdzJoFDdmDCIhZJ6NBxyHBLFJgD/ccoiPQXVU3OcSzH5FEtpG9ESRV9HCtv74piCFseRUSz9rl0SBJL/P6JYf/dGtx6vP5GGDdspxSiqGC8WLCJir9juTqy/xEJFq1VRk+vgEYtXlTR1WTxPLMpUBelaG8LYBFcNGVCL2Lup+GlXPE/hGOXvFgKBUeXImVmNvd9g0InYy0F6nVp52fhQPT5CqhWTiL3/fjKtsVdNpPGXGOmq98uZeKrOi0yUPeXoEqlG7P0OAdVFdYNk2PdqlDoNE61PJfE8pYj9wDh7s8TzisyTYcvp7NSf1BMIlDP44sm0U0JW7Dhdwz6zL9XMBLHO2u6sP1zHR6HouVNuMFCeaVmWUsAGyBxjV3/SyYBQ1REY7USzM5+3bdvNxCwQtBuVI2u0Q0EPILeOQOY7WhrCBbPqRg+0HJS3VVmjF8421TvGjPJ/4ZID+Vx19CWcfbjZuPn3KcS4Pc6L3uLr1zF5Mqud36dISbC/M8ImBSfNyNYGrN7S6ymrKJaVoIPSk2/69Olob2/HsGHD8PDDD+NnP/tZzs9FIhGccsopRq3xhjJOKr7fsO8t7PEa1hhxvL/CKAfcm0TX6N3Undl/Ya9ethcplkw5D458N5RQJwd8D47e4g+5QhH7gsfYmv3QEN/R2hAuOPG4DozsWqzC6qlewxWQotkFHqryhCQmqWLKqQLnXA78JsL7HbIKe/hH5si+0E2/8/d4Lx6x9/d4V+vP29IQdlPaYgnnNwpZxaPLTsTe18anmHhew8DTSxj0OorxIjrfn0hrRezlzATx26hkCGS+P/M5+f5SqrGX2hw54nkKBnMkHHKMXvHb6opt6ari++1xc1V80z72jNiT2ibqidir3s+GNfZZ2yltlvV8Uo7Y+7pxADpORe+zTj0VP/M5sZZQyYbKfL/UdUSj3Z2YS3viSadUrlirO3k7vyO72LwlZzP0xV3Hh8o86ZSs9Sc8Qs7F9ukIBPpr7BXL8vr8Tn5FgcB4yhWY3a4YlGjzCQarrF3lMYljzGTUZfZdKLiUu8SyeDBDHEdGDDdzLlTXdcN96zrAdWQVWtvnykpwW/rpRey39mSU/0NW/t82Eg45GSi5xJ8L6mDlCDBuU8g4zWW/pCQx8HyZ1eL9eCrtKUEtlpWQGY+wtdxjLFV9PaBo2E+ZMgUvvPACOjs78fHHH+OVV14JvONqwjV43ZOQklTO8z04LMtyL5pu1ylQrPd55t8aPZ8FFNO3W7KNc5GOHSrSw9wxBmUBEoUHR64e71sVotljnBoVV8lys4Lqe+Z7s9VTxXEWejjmPEYFz240HHImMzdNXS1iLwuuAW7de2tj4RTuXOqpqul3I3ypacriec4klxmjqtqvZbkpbd39SeVjlL9bRJVV290Jwz6RspFIpdFnpBifMjLsuzSjLYC7aJGvWZ0a+/6EuyhTjSo1+hbKqu3ghPEgsi7U+9j7xLY0DG15U522dXI0kuJ5pNbxRuzV7i/Lsjz35mBH7P33r7pDMfM5Wdha9Z4W+xDPOtVUfH+NfbNiBlbOVHwt8bykVo29eOb3xDMdWUSpgkpWlHBeyAKsKl1gnIi9JBbbEAkVfa77U/G7FI9TLlcD1AUCWxrCznUi1nYdyuWHXqPXidgXWddllRtIwYxC66VRvkAPICv/5/99WhtcMUNxjOqiyJnvlUtQVUoOhGK8t8a+eCmxY9hLQTthcI8e1ljweTAihw2jskbPtd02JR2BbOfFtt6ME8Ky8jsFmhvCztrM25JavaxCDkyqiBmqojQrLFiwAGPHjsX48eNx9dVX46WXXsIvf/lLvPDCC+jr6yv+BVWOSI/JtEOxpb8z/14wTT2HMIPrEVSor/ZE7Iv3yBRj2dob94wVyDzAVHqY57r5C3k9/e1UAPehVegYxc2Wtl0DdKvT373wxe3v8Z5O244xWcggFIIxuqn4QA5hOcWIvX8C6FH0Xo8ccF7ItdXqHmyRmjYwAZhG7DUMyVzCcmq1g27EPplye64Xm8zlIfVr1p+LSHkmYi+E5VQWVwMRhYTbEkdlMQe4NZJyeppSr2WRgqkpnge4i1txjKqGgH/hppwOa9gvGwDkMmDjiD1T8UmNI9+Lem0h5cwWM1V8ZcPeMPXf7+i0LJ1yA59hrymeJ9YSzZo19rFkyq091yjn6u5POpFplTlLfHdfPOVR09aZQ/olw15lDnE0dySRWTUdAa+BLtY+xfV2/GV5xdd0QMZxNbzZa9ht1y4/HBAa7i0e5QWyj1E3YONp6aewrrMsK8t4dUWRC/8+/hJL27bdGnuFrFrZCbHFEZUrtF3m37piSeda7XDW2UV0FnIYvSrCyLn0s0wj9sLuGtEcLZgFmKtkWikVP0fEXkf8uRhKT7BQKITHHnsMS5cuxf7774+NGzfiuuuuw0EHHYS2tjbsvvvu+MIXvoDrr78er776auBBDTXED51I2c5DURi8bY2Rgotet35DrlFRSVPPccFoCHPEk249rkqKuvzv8o0houAj8/RpB+R0LTcdRUU8LxoOOQ9d8bBQUX0H3BtDnIfueHERESDfMaq1f/ELyaikMgE5JjlF77W8SOiOJZFO244xWbzFjS8VX/EYXQ+9EMtRryOX0+90IhGt0mQupzQV2zZiwUn/9wjLNSgsdJw0ypTbqkhhwSKiApkMAeFIUFsIit9QXDcN4ZCS6J5cY6/jvADcftLiGFUNgQbfCl45Fd93PDqGh/wYNTVYohqp/4RUI7Lxq5PZIm9nqoqvurvsSL9eKr4gqviMBNw6fhFZVsncAkpTY9+j0Vml2ZnvUogPRN1Vnq9iu2Ta9rSVVTHs5Zap/TrO+oH1QFd/UponNbRoYnrCti1OVoJexB7wrnnkTLxC7e6AbMFgoQtQrBTQf4zqAZvMeHri7prFEVFUzcTMKrHUa2PcE085egmFjF7x23RL15sjKldIy6rJFZQWDgTVczk8h9HbqWHYe8sNigftRKC0q98NnLidywpnDufq7KUiLug6Lypo2AMZ437hwoU488wzcdZZZ+G9997D9u3b8eSTT+K8885Da2srfv/73+POO+8MPKihRmtD2LlIO5zU5gFDqYDBC7g3VJd0sTlGbyGPl5Ou43qRVAz01oawM4GL/XQo3lCOcEmv69VTiWYXOsZi0Wx/urlqW5Qs9dSBcTZEQgUndMew782++Ysavb4Hh/sw1psAuhQnuVDIWxvXFXOdF8UmAL9KrJy1UXA7x0MvUvFFf151L31XzJuKXwyxUOiOpZzftClaPN3Pkur3++Nu3ZlK/bnT4z3hbqcy1sZw5rtt260DbFAUiBOLFuFFVhZ3ktrd6fSxB9yIvdhOt8Ze4Df085G1oNdJqS9BxN7f1ouQWsNEPA/w3ouDrYrv30613V32c0dHo8PNwgL0n69uxF6vzKlX0j5RmUPEMSbTaVdEVWGsstNAGASRkKWkK5I7Yq9TepYw0hHoFsayZjAjnkwjmUorZygC3qCNWO9YRcpPgexotmpmghvI0DtGed0nflNVwWB3je4tNyguEOhd18lrkELXu9B+kB1JKlm8oZCVlVWr6rwY6XNeJFNpZz1ZaJ+5yg22KgTf2pqyWx5uUdBBk/9dZBqnpOCbStmAblaCKmo5pBLHHnssjj32WABAe3s7Dj30UBx66KGBBzKUyaT5RLG1J46OvgQmDG+WWkWoCXOICyYp9REt5NFxUmAkT5DKjZFJ14liY1dGAXPSSPULxvF4CUXS/kwtV7Ft/ccIqBv2spAMIImsFLn5R/k8XuKBpXqMXbEkkqk0IuGQ85AcXsTr6c9McCaAIhNd/klORTAnjL5ECj3xpPPwaSzivADcCUIWdgGKRxTam1wnjW3bjudcLWLv7lOMVUVYzlHFl9K2VBdXzdEweuMp9CaS6E+qK8Z7hI800iHltlE9Tis4tUWrOGcdkhNKBTGurv6kU3uqWj/qX9yqRsL9kW/TGnudyLunxl5HFd/Tx56p+KS28dTKK0azAUD+5GDX2PsdesrPnawSIDMHH6AvnifWZao19uL5LUcIVdLbxXZCGwZQe75GwyE0hEOIp9LO+kpX+V8Wi1XJNBNzVmaeVI/Yi7WSm4qvGLGX1lK9CdfRrxKxl7VoHGHbhsJq+oAcmBqIvDsZDYXHKpceAlAOZoQHAjZ9iUxWwWioB4n82knK3Y7y6AiMas3fBi4zHu8xAu6aslhmwqjWKDZ3x7JaFxY7Rn82rpwJXEiDwG+/AFJZRYEAbChkYVhDJBOQ6k9gh7ZGJ4O4UFYCILUlHzhGObOh0HEWSsVXcWIVg+ENRfyRXhWvFSCnMg3cUAPbWVbhbXOpSnYp3hj+NmmOMEeROhx/mnqHpBJbyJBs9x2j/B3FHjhZbVFiag84f8TezUoo5p11/104LsSDo1jtj9+zqzrR5ZvklOrPpR7v7nksfuM7HvoBY9cRXSvmEBj47rSdOb5ejRRDeaLT6Skvq+K70RZVw35AFCieQl88PfCeuphQTBKkU4lEeFrI6baCG1ikioWVsmE/8NvLZTm6USV3DIY19opjzTIEdAz0UtTYUxWf1DjyrWHn/1gW8gJeWRXfuMY+mHie+9qs7SWgPoeIuXKLZo29eO7LrflUHJLimBIpN2KvaqALw1cEllTLDZqcrK+UVtaXqyOQVg5kZD7jNQhV1wMN4ZBzrfTGUm76dpG1K+D+Fn2aIrNONDur/FBP+b9HY80jfsOeeBK2bSsfZ1aNvSOep2bYi3Wyqv0yTDLshcC1c5xFywYGxtrnjdir2iF+58WwxkjB+d2/PgegHYAV16lKCj+QnYovrqHGSKjg+s5UR0AVpafJ/fffj6uvvhqdnZ0FPxePx/GrX/0KV199deCBDTVcj5cQ2FATgmj3RbPlvpyFJjvxcIgNpCQB6gahI6DnM3qLRrN9KTDbFEVExE3Rn3AnKtWHnBvNForoats5EWl/KlORY4yEQ87vt7037nkIFE1navaeS+UJwHCSA7xiMq7HU0HkTUrhB9z0xGITXWMk5CxYOvoSRnV1uoa93Mc+JhY6iosreTLv10gxzBWxVznGcMhyshGEY0d18env0awbbZHHoBrJ8i9ujWvsVSP2FamxdzdULRkAgPMWTgcAXPHpPZS3IaTSyPOUziIwZOA4M47Y+1PxFTMLLMvyPGu0DHvf4FTnEP/zVbfMyWvYFz9OWafFjdir/T4ic04EiJSzEiKuKr6rRaMxTyZSxmuBhNSCrtjaxbIsqc7e7S1fLNADeNc8fRrHmJ2KL8oP1VLq/ToCKuszOWDTn0gjOWA0K6fiC1V8xbW9/xjdTAj1soHuuF5mgthWCEuqR+y95QbbFcsNcornqepg+ew01Y5H7c25f9fimRc5dAQUtdBUUMo5mj9/Ph588EHsuOOOOO6447BgwQLsvvvuGDFiBLq7u7Fq1So8/fTT+N///V/suuuuefvcVzP+i0b1gvGnqesavJltUhjeEtKoUfF69dTrq73H6Dw0FMXhgEzUfvSwRjeaXfTmH3iI+1qdKaunarZFATIOjK5YEh19CWcB0toQLhrta/MJy/Uo1maLf+/y1earCMu1SEI7FtTU4gFXQK4vkVGaF0IpxRYtlmWhuSGMeF96YIJU99LLD0exvlE7RneSc2oOFRd0zVL6nZYqvqRo3OdkXhTfTiw85d7Fumnqur3h/cfTFFEXlPIvbk1r7M0j9uVWxVc3BL599EycetBO2HFEs/I2hFSaSDiE16/8JAA9w1dOxjfpYx8Nu07Notv57kOdEplo2IKwlVWfkUB2dpCuKr7zWlU8L+xtJRqy1LQEGpyIvY1Yymy+2y5S8VVL1nK1TI2G0VtsrEIgMJVWrj0HvBFQOT1ZRYOgtSGCrv7kQBae+j6bczj5VdYCrnier8RSNWIfy0TdxbpOpWwxV8AmHLKKl0r6DEl18bx8ZaSFx9oUDTvlH939SbQ1RpRtGNlBA2jU2Lfmtl9UDfueeAqJVBrRcEjDTvNmHTvHWORcOsLYca/9UsxhIkoDtvdmSl4ty1ISCFRFybAfP3487rnnHrz22mv42c9+hh/84AdYt26dO8iRI3H44Yfjt7/9LY466ijlRWc1IU6Ua9irpZpnXTCKN1RDxK2n6o4nM8aopjfITcVXVKP0G/aKEftIOITWhjB64pmaqPbmqGOg6Twc5f8Xu/mFMSi8q25bFDX11HXb+rC9L+FM6ip1df62KKqpaU4qfjwF27aVW79kvlscZxIDawClY3Rr6lLoHzgXgH6PdzMvfcKJ0CgdY4N7jKLGXjdi39WfdLzeKnWOrpiQXu0gAMmw16uxj4oUQydir5cqKlBVbc61D9NaV2PxPK0aezexWK+PvVmNvWVZNOpJVaLi3PVjGTjOZGPZVC8j81rDsI+EgLjesxXIHp+uKr6zneJzWcxR4nmuWgYkPpdK24gNGKCqjlOxntKP2JuJ5zlrgYQ73xUL1gDuuiWVtp3+4CqCuJnvd4M9Ohl8uZwXKsco7qUOX4llsXlWCMvZduYaUE1RByRtKancICPiVvh6b5FKKgC3XFa9pZ83K0FlLTGsKYKtPXF0x5LoT6QdnZ+iwUknYOM3etXskG2ahr1sM3T1J9HSEHYyRYqJnPsDsKqtjOXzKG+vGnxNDrTpbmuMlLTGXks8b86cOfjFL34BANiyZQu2bNmCtrY2jBs3DqEaVyPOZ/QW6wueHbHXeTiGEe91I4PqqpveFDFdj5f4vI4Hqa0p6hj2IooOFDeWsmqxFG+MFil92ztWdQO0JyapjCu0SPO3u1M1euVJrj+RVj7GzHeLSS6F9IAkvor3Ole9mWWpLQQcxfikoZe+P+lELpTKDaTrVXjaVY3eFl8PYkDfeaETsQcGFmExGETsxUJQL2Lvn+tVfxsgQMTeNzbldncBxPPkXejU5ntU8VljT0hO5DtRNfgSMby3LMtCOGQ54rs6t6VpKn5Q8TyBqhPCrbHPPM/Vnaa5BFj1IvbbDCP2nvpzBWNZnid11gIt0TAsK2P0ftTZDwAY1qhmsLRKQZuYhuZOU65UfIXfR6zPxO+i2uK3KRpyrnF9XSHXedGpsR6U13WAugHqbwUnbAOVczmsMWPYd/Un0BVzuw0UWy+5wth6Rq9fBE/VfomEQxjWGEH3QDaubbuBgmLn0imr0M2sls4jAOf3KRZ8bYqG0RQNoT+RxvaeBCIhC4lUcaFyVZSfmh988AH+9a9/IZ3O3GijR4/GrrvuigkTJtS8UQ9kX2yqadhyH1BAvmD0BEj6E27fyWI3RrMUAQXU689FpL/DwKvnKsYnnKyEhnBhAQnATXVxvXri9yk8VjlFXR6zSiRDngBET9eWqELEPuvhqDYBiEkOyNz4JsJyvfGkM8mpGK5yvZlTex4JKy3o3Lo610uvcg3Ibet6dRxY0u8n0q90F2VioWPivOjREAUCshd0qosyEU0Wv6nqMfoXmjpRrGxVfFVhKDMRK1PRLMBbv2vax15nO0LqCZNEyiBOM496v8YaMWpo2JuK5/kj7aqPEGFUi+e5STaUmENU5wK3xl53nnQz1LQi9h5VfHUtmlDIcpzuGzszEXvV+bVZSuF2MvgUjlOsBfoSejX27logk1HZKzoIFRmvZVkeg9AJvCmseYZJmZiqre4AKWI/sBZULTkQa9f+RNrjpNHpcNDVn3Su9daG4tkFcrcjQL2lnxiTOIeqWQmZ7x6wQ/oSHi2jYuuQNp9ml3OcqhphPvtFxUnjZDTEk479Eg5ZSs6WYig/NR999FHsscceTou7f//3f8dvfvMbj7Ffy/ij2f2K6buywQtIqfgaqc09kjcQKF73kW30Jj3HkA/x70LwRMfrKfeyN+p36heWU0zFT6ZtxJN6/U6dNPWkNMlpOC+6+jMKoao93kU7DSDzwHBqsbQ8uynNSS57IldN4W6SJjqxrcpYhRMnmXZr+huVeuyGnEWnboqhOJdiO1XnhZya6Nb1q0bsBwx0kS4a0Yt+id9UOQoeIK3Vv7g1rrFXXGD7x6ZloBvX2EuGgEZNLiH1hM5zQ+CN2OttL2+r05ZPfi7q9LHPitgrlnNlPV+VBUZdQxIw6ziiK8AqjkkEmJRV8aWyAWNVfMfYUXSAD2wrB3pUaJXWryIVXyuY4RHSVclKcAMZ/Yk0RKBXZ43uidjr6ArFU1rGoLN2dUSR1c5lW6Pbq72zL+muXRUj9kDmGM3W9noRe7/ws45avKz+r9riGZBFzgdaUisep1sqq3eMgDeLRj7GUpSyK6fin3rqqdh9993x0ksv4aWXXsKDDz6Im2++GQDQ2tqKffbZB/vttx+OP/54LFiwIPDAhhp+w743odYGTBYRSadt6cbQqcNJetTii008/joct8ZeLR0FyIjS6aQoyz3edWqWxUPQX4dTvMbeHVNvXM9b2iQ9HHV6usodDsRDA1CbAFobM30yu/v1JgAnTSyRQtrOjFHF6M2deqdYOygrxsfU292JhV88mXYWWSpGr2VZaG3IpFA5KYaq9edOaqLoQaxXHxlLuoq0qvXZTsQ+prdg8S/8TCP20HjuZ7e7M6yxL0O7O2NVfFngqw6yxwgxwWS5WLqIvfp2nlR8RacpkCtir1jq5PtlVNfVfseB6jMrHHLLFHTnEH85l64DvLMv4Riuaqr4kt6ORpQXcK8X3XIDkeXXK9fYa6x5dGvsZeeFOEZAbb3kGL39hp2ABnqnZ7ZTyDYVTo9ERrCvT9GBEQq5a6zumFsuq7O279I9RkkgUGwPFA++yWvX9ECZg+o+ZcNe/K3bxQFwnVHFRc69qfiqyv+Zcbl2WmLgOi9FGj6gYdg3NTXhkEMOwSGHHAIAuP322/HYY4/h3/7t37B8+XIsX74cjz/+OGKxWE0b9rriEyLtxLYzF0u3htdT9nipGryA+0Dq9Rv2RS6aaNhCyMr0MO9P6nl25ZKDXg2vnnxDZYTl1Fr6RcMhRMOZuhRdz64bzdb1XguD153kLEvNKzysKQJ0ej27an3s5QdH5vMqdXW5Wr+ojBNwJzq5/ZyK88JV+00jlR4w7FUn84YwumNJbB0w0HUV44VQpLbzIpF26kB1Uyl1oy3+729QdF74F5o6kTf//WAasS9LuzvDiL38e+iI5xFST5hEguTSnUARe51U/IiZM0Heh2WpP7NMn6/+79d51kXDGcPezfrSm0N0y7mc2nypvVaTwrZiHo4l0m5dtmLE3m3vOlCypikQ2KOpuWNaYy9+Q6H8LrZTydxwxZ8TynXZgDdiH1NsRSzGBWSOMZ5yhexUMk6boiF0xwb0EpwsTpVU/IFMXs1yA/kYM10D9IN2sWRaq42xrCUgrju9UmJvyXTRVPwGr0NAL2LvjfYDxYOvqgT6lra2NhxxxBE44ogjSjKYoUyT5EUCoBzNboy4BqjX6FXxIrlGnc4NJSupy2MuNlbLstAcDTsPVNd5oV6H09mXgKqgh/yZ7lhmf47ipmI6U0df5gbWSb2Sa7H6E+rZBc4EICmiq9QaAbnTmXTb3QljR2VCziWepxzNHvh+YWSrbism8njKRnhA4VxXFKijzzAV3xET0qvN70+mJIEntYWZGJuueF5Wn2Vl8TzLESIC1GtAc+1DuY+9L1KmnIof8o613DX2usYHISQ/4bCZkQ14DW2dTUtRY98QVm8J6jfkVR89/rWGaio+kDmu/oSbEacesRdlYMmBMShmtkW882RDOKQ0Xjl7Tzfzz0nFH1grqXZW8egK6ajiy2seDcNe/g2F40PVeTFMDr4ZRrPjGi0PW5yshLSj+A4MnF87lW8zAO657E+kJYFA9eBbVyyp3NVL/kzPgJq+EIdTEZYTZNb2A0E7TceHUzqipPzv1UJTzRIQ/x5LppFMpZU7lwGu8HNvPOk8q3Q6HhWCeYuKyDW5AJRrVCzL8kSzdWrsZW+QjnJms2QMJlNuqrFKG5emnA9HlTR1KWIfd43eYuTSEQiHLKUHsmz0uilberVYeilbZinqgLcVnKOmryDY5/Z4d8XzlCL20rhE+YhuNFt0fgiHLCUjVEzkiaT7EFdOU/dHIhQNdHFtmkbs5Q4OqsJyYrGpm8KfHbFXf/zKW+pE7P37MI7Y6/STNoyge2vszWprdfrYE1JPmJRumqri+7fVemZJ+9GqsZeeNTrPK/8jw5+anw+/JotexN47h/gdqfkQ++jVjNg3+SL2utl78WQaCSezTXWeFHO6XhcYz7ouoX6cbovftFYUXP5u8fuolhu0St2ZunW0k6Q2ae66Ts95IWyRcMhScmg75YeeoJ2K0evWn5uUG/RI5QYhq7ihLa83ZTtELaAlaUJoaEu5HZ0SSKZcp0mxcynra2X0EtQzq+VUfJ2sBBW4ClLEifANnPA+g2h25sZQFyPz1thr1G5IXquYZg9zj+iaRq287IF0a7H0UvFlHQEVb7ssLKcTsZcnAPcBp5GWlpTT0vQmgO5YCgnhoVV4ULVKreC0xPOkzwgvvepDQ0wAYruWBjVBOjdin3aOUXUx6E/bM66xVzbs3bEKwqo19v5WcMrOC7Mae8C7MNZJqfVP+LrOi3zfUwhvba3Odu7fWg4BOapI8TxCcmIinudxmmlmw3gdbmbOSNM+9joOAf/vYlxjrzFW/3GpCreK39QRp1WcJ52SNWMtmkyQCNDXaRHrQdW1gJNxGtMM2BjW2EfCrmq6yFJUbn0r1jyaa0J5vSzWdSrXbJMU5ZUzKLQEgz1tjNXtF9NU/F5Jy0o1w7XZ0OgVn4klUugzVf6XUuOLZW40RsIeB5ajI6AZgI05zovSGPbKqfj33nsvbr31VsydOxdz587FunXrSjKAasG5YAYecOLBqlZ/7l40vY7HS93olaPZOoqbcl9wQK8NmOfhqNEyJC5Fs3W8erp9QAG5LUbSUTbXqcXql7yeOrVYqbTt6BaoK8S6DxzXS6+SeiWnpUU84yhEJBxCQziEeCptEM32RsFVHv6AG3VIpNJI26LGXl1QCHBToHRT8cX9qO68yP6cSbuiXK/z4V8QaUWVLAuAPfC38mZZYxvsGnv/PnTUsE1r7D0CX2x3R0hOgkbsdR0Dpg4+01R8U6E/v6FhWmNv2tIPUBcJ9P+OqpF38TmddSvgrqfStputquscFkadjt4OkKmTFmslnU5Auqn44vt74ylHvFfVsG+QghlxDaE/OWIf1yk3kFLxe+PqwSz5++WIvZJ4ntTST0f8W7ZfdEoqgExwcjsyyvb9GvpZ4rfvT6a1shLaGt2OYG6JpaVkT7Q2RrC9N1MSrBOAlbMvUunMuFXPZTGUDfvddtsNU6dOxV/+8hfcfPPNSKVSaGtrw+rVq7HPPvs4/+26664IK3ofq4lc7cMAtRtDNrS7Y+peJLn+XHjKVATXmiVvoLgpGsIhJTGQZsnodfp5KtxQ4gEXS7n158XawAHuDRVPusIlyje/5PHq10jZapI9uzqGvTQu3ZQtYeDKQhkqRq9puQGQeUjEU2kn8q5eYz8wsfbpnQ8xcSeSaaQHjk3VeHVSDJ3eo6rHGC74Oh+5rhPVBZ1pNDurHZPW4tP9W2eB7R+rco29ofMCCBCxN6yx94rnMWJPSC5MXF5hj2Gvt62xeJ5hBo6nbEBDTT+7najadv65TSsrwfD5mjWHaEbsBSbzpJibVZ/pbo29no6AGJtQGAc009Tjen3sAcmwd2rsFdd1UqlCXCNL0RUITBqVkQLA9j7NTMwcRm+LwnGKccVTaSfjWEcfqieelFoK65WOyNFsHb0EWSNMxX7xROw1nBdAJvC1vTfh6IQBqnahe72mI7Zn/EFRNuz32Wcf3HXXXQCA3t5eLF++HC+//DJeeeUV/OUvf8FNN92EZDKJL3/5y7jttttKMrihhGzwiki2ZSlGwZ2035RyG4XMZ9walf6kejqKc8FIEWl1UTEpmq3h8RIR0JgkCKPWBs79bvFQVb35HaM3pqmKL9fvaJRUyOPa3jsQsdf07MrtVFQmAFdZ1E3ZUq4/bwijsz9pHLEXY1UXXBPXuY2B55RGNNu7CNCtsXdeawoEesagKZ4nUFc09qXiazzEvan4yptlp+KrplH6FsZaNfaG6buRAcFF/3cUw3Y3oyo+IXkIqoqvu71xuzvJwNHJFJKdejptL/019ap97E1biQLmGVFZLf0013X5XudDPkY5kqmCf82j2zJVDoKo/D7NOda9epkJCSlgo7euk4N9aiJ4bjRbJ9LvMewH1qDKAopSmnqvRrlsg+S86I6J1nzqgclMdoFY16mNVbZhdLo6NeWw01SOUS456dawXwCvloDjwFBqz+gGfG1UyLCXaWlpwbx58zBv3jznvb6+Prz22mtIpQorM1Yr4qJKpm1HyK5FsbbFiWYn0q5So06NfVzvghEXciJlOw9j9ZtfpOKn0ZtQbxchpySJGhWVY4yEQ2iMhBBLupFl1TRsp99p3Kzfqbctilp6u+g/u1VMAKqeXaf3ud4E4PY7lURWNKPZpjX24trRTb1LpNKwbb2Ivav2q15vBmSneqsIrACZRaq47jKv1Rd02fWRZosyvTpQ92+9Gnt/VEnvXOZ7XQj5nJSjj72YFAH2sSckH+WO2Hu3Nas/N62x13le+Y9L9fkaCYec9sD+/RfD1HHqf56qznf+uV91rJZlOSV9PZoReydL0eljr/i7OkK6bmBBJRMrV/BNt1RBrJXUyw+z13Uq2SKm2kmhkJW1XtYN2MgaUbqGfY+G0rw3aDfQxli1S5KUfaFTY5/rGHWCdomUrV0S3Jqr5EDDTutLJGFZme+oqGGfi+bmZhx00EGl+rohR5PHUyZSm/Vu/kwqi7qnrFUSltNJZZHTw8UNpVuznHk4qtdjeet39BTjxYOq2/EIq9fhAN5+pyo3hnOMcgsXDQ9tXzrlXAOqEXtHSEaarFQMSaGc3xtPOVkb6tHszNh0BXOEgId4iCun3klCMiIVX7fHu2g9p3qMlm9sOqmbsmFvKu4EBGh3p1FPJS+Mq6nG3ryPvfr+0lLEnu3uCMlN0Bp73c3l551ONFt+1hjX2Guk4mfX2CtvisZI2AkO6HTkKF3E3ixDTcfR0hjJGPYpbVV8b8Ret9xArD9UjR2x3hGtpXW2FcESsV5W0ZUCspX/M++pr9G7Y1K7O9U1ekMYsWTa0QNQNexl4T2x7lEpJZVFkd1aebVgXyRkIZm23Wxc5WMc0M+Kp9x2d0p2iFxmq97STx6XuAZU9bNaG3IEYBXK0eUyW3E/lrXG/p///Ccee+wx7S/fa6+9cOSRR2pvNxSRH4xbNQU2vP3PdVLxpXQdjZu/IeLeUFt7YgD0RcX6PKqSmhF7zRoVx+upmbLVKol6mIis9MdT6GvQmzwaoyH0JVJu/bli9FwsNHQnObEgSqVtKWKv56UX2QWqipvC4BTnQ1cFN5FKw4Yw7NWjH54xKI7VvwjTEWtrjIaBfrfFoipZUXDlSIS5sSyvqitRY6/TX7XcNfZyLr7O/gipJ0xS8WXns754nvsM0dm2vdkVnjLtYx8oYq/hwmiIhFzDXicV3zcXqDqks2vsVTPUCr8uRGM0hK6Y+1q9nMsbzVZ38nvXH6rHmEsDSTma7ctSVJ2b/c4LQG3ukm0C3XVd84CwnFjXqQYIXFFkV7tAN2Kv0+3Isiy0DJSDamfjCieEbiq+0BFI6InneQz7Hj2dBbnjldOtQkMIsTeecq75skbs161bh//7v/8z2kGtGPZy6q52HY6cHpJQT1P3tEPQSMUX23b1J532HcopSaIlhiQSqBaxl2vs9VrBudFsvQlA/D4ieg5otvRLug8NVRE8f92Y6iQnthMPG11RuWQ6rS2e50bsRYaJ6gTgjdirq8WLsdpI2WZ97N0xqG3nXzDq2HXyPaETbTFud1eBiL3cH1mn3EA+xp1Gtxgo+GfQMdDlXWjV2Et/mxgvhNQDQe8M3XsrYujgmzNphPO3nraHWaQ/yBwiz1OBUvEN50lVQyD7GHUi9mZp/OKYujUDNhEnCq6eoi4+Z1kZP69j2GsG30wFAnulEkKd1sCptG20tgdgHLEX24Ustd9WrOviqTSS6bTnvWIMa4xkdJ56dCP2ogTVjYLrtetOoSeW2ZfK2j6Xfpbq7+oGGBNOVotaZrU7VvG7qJbWFEPJmjn66KNx9NFHl2SH1UxTdCAFplcvtVmctM6+hBNc0omCJ1M2Eik9Q6llwLAXN5RqtFYYOx19CSfFVbfGXqdmCJAf5JoR+wZvDbnqtuIY++Ip9EU1RVZENFvb6B2Y5DTLDcQEk7ZdgRZlz+7A7yOyGUx7vKsavfJvb+uK55lGIvyvDRcsOgtPU0Xj7Bp7HfE892/TGnuttHjps3tNHK68HeB1YBhH7DWiX7J4HiEkNyZ97L3b633etCRn351GOH+LCKEKxn3sfR/V+Z3kOS9QuzvVzip+57ChA1wrYp8lEqgazc7sRDyfdZ0XbvRTbZ60LAvN0TB64ylnvazb1k8ulVShIWtdp3genYCNLa2X9QI2WzXF88R5lHUEVNYSYrtEKo1EMvO7qq55xLkTpRG6a1c5u0Crj30yjUhCPeNY1pLQzRxucQKM7liVxPOkMlvxu5QqYl8a90CdIAxCXU+ZWMB3a9bhRJwIaBrxpF6kV3iphOdSt05pm2Qsa9XYJ90+7aoPOX+/U906HHGM0bClZEjI/SPdtiia0WwnYq+XsiUcAg0G6du6gjDGLW58329alw1oKMZnRbPVJ3MZ3dpBZ/+BauxNyw0GP2IvXz+maeqzNA37sCdir5FK66mx1zHsadkTUoygySy6jgH5maqz7YThzc7fb67vVN7OtBuHfw4xNXp19D3kuVI1ygvkcoCblayZOi9yjSEfpgKspuUGQPC2froRe/+6TnW9I18rbotfvXWdrh3i6gjoZTMI+0W3pR8gCSFqGsu57BCVaLYr/p3SSsWXx6ZbLuvXz5K/qxByRraOjoAKNOw18KuM66bi6/YwF4viRMrWUsUHpBujV6+2pcm3XUM4pGS8ysJpwluqHOn1t0XRVM502n5oqsXHEmnJWFYXzwPcc6mbpq7d+kW6TnrienX95i1ufKl3mg4a73uqHmyz9PZsRWOlzQB4f48gNfbGEXuNBYtlmS2S5VR8HSM7s23m88fsOV5rO09drsYu5Z9HRyshTbuekKIELlMJELHXdSruM2UEAGDRrAnK25jX2Js7hxtKkPWl4xDwj025nCvAPOlfO5o6+lUFDbPawmrMk/41jrJgcNQXsNFMxTcVCARMAlpeO0RX+b+jTy/SL85bwiAVP6uNseLataXBa4dEw2qdEcT3xyRhbG07zTAbV5xHy1Lb1u1jn5TEv8uYik8yNGV5vNR+PqcveMwV6tJpk5dIuZ4yZfGJrJtfLxXfjfTrPTRiyTSSIoVb+eb3peJrGkqOx1Mzki0L/ZmKrOimqfdopuLLDwgRmFTvXWtmgJpO5OGQ5bQDdPapqqBr2J83SH2k/Ntq1Uf6FY1NsxK0Ivbu33p97M0j9k98cwG6+pOYOqZVazvv76oRsTec02jXE1KcgGZ9oFR83WfP/5x1AN5c34n9p45S35/0fNVJxfePTMcZ6Y3Y66TiS04IjQeff55S3WdJa+xVdYUMtWiyI/bqUUy/walTnw+4ayzVsgp/tFZXdE/eVjdg46zRlXUEfNpJmvpQsaR+Kr4b0NJzXmQdo2YpcSyRctahyoa9v4uDpg6Wex7VMnCEzeHteFVG8TySwd/rskU1yuuL2KsaEU4qvhSxV24FNyDoIKLZ6sagPytBVVTOTddJmrZFiend/G7vc70Ho+zF7XG8enriec651Ixmi/2ZpqUBOul3ZimGpmI5gNsOUGynKtZWKrVf4/pInXZMpu3uAkXs3b9NVfG1lOYBTBrZovV5gTw+0xp7HWOdqfiEFCd4wN48FV/XsG9riuLAnUcb7y9IFFxXFV9gmvWl1UrUsDY/kECgb+2ovq4zm++CiMz6DSrVc5J1jMrrOq/hqltjD+hH7OU2aYCOeJ7XcNXNStBVxQfk1oV6NfZZgUnNzIv+ZBqhlDDsFUW8RecqUVahbKd5bQIdHTTA19JPw4lVCKbia9DoeJH0xPPExawrnCb3j9TpYw8AzT4nhHrE3vAY5Yh9Wi9i76aymKUzidQZ3bYfMuoRe/FQ1Xs4OudSs6QiV0qyumCO/7XZJKe3YDFLh8yOZps6L9TH6ll46jgEfGM1bndnWGNvKp5XrlZwpqJZcqZmWsNYP36fiWiIhPDJPcYpb0NIvXHVZ/YEAPz7kbsYbR8oYl+GbhXmqvje1+WosZfTik1b+ulsG6TGvmSp+GWosTd19PvXG8oOgYh3XWfi5Ndt62euIyCU5jPrZdXfRs4cTmim4ked1oWa5QY+O0S/q1fKSW9X10IzK6sQDoBuR/xbtdwg43Dok8bKVPwK4E8P0a+x1+0L7n5OiLypt0nz17aYRex1bwq537pyGnZY3BhmEXtRpqDq7bIsC03RkOMlA9Trv8Rxpp2ULf1zKX9PMUIhCyHLW0esHs32RyLU8P+Opq3gtBY6hnV12QsW5V16Flda9ZEVSDE0bncXIGJvimkKrvxRnbr50cMaseLKT2pFvgipN+ZOHYW3rzlG67kjo9/urrxORU/E3lC/BDA3evVq7N3P6hiu/n2oPtOzBQLNU/F1RZHzvc5HlkCgRnqy6VWWpfw/yM4Ly3LLFsVcp7ru9e9Dt4w0rlkqK8aVtoG+uKYDw1dmq5tVu1Wzq1ejJJ4nxqjeutDr+FAVxo74ApMmXauEU4DieRVAqDJ2DohPqN6IjifIEWXQu2DkbfXT1PXE4bK9gYpRcOlzpmnqum0msicA9cvZ/3uYRrN126IIVB0JmX1IaXuK9Tu5UE7FN0xLA3wphgEWLKrnMsiiTF6g6DgvTCdz/+dMIxE6x+hpPadxHoNgrk7t/q2bXt8YCbOHPSFFMDXqAf1U/iA19ibI+1BNowVKpxhvOodUImJfDvG87LawZpltevOk34Ghtl3pBALNz6XqcfrHprxGz8pKULRfIvLaXlMjyrDjlbEI4sAxpu1M9nBmDHoODN3WhU45hqaNJp9vXUHDYtCw10D86E60VjWVJUs5Uz/Kq62m7r/5NcUn8n1PPuSHuP6N4bv5VevGDI8RyHZgKBv2vgeabrs7gVZdnXScKi0/BKaCOaaTHOC9PnWOMWuSU+zxnp16p7xL4zR1+RhDlp64oEw52t15a+zL87iXn4umC3qWzRMytAjU7q7cEXutPvb+eVJ9n7KxpCXAKs+TARzg5uJ5yrvM0e5O3yAE1Oc707I8IEj5oZmuUHb2nk7AxpfFaagrpCuMLVAdqnyN9WpqCfjT1JWdF76D1I3YF/quvNsalgRntfQzuCfFeqdUqfg07DXw/+iqk5W/tkU5ki09QN3+52YPcnV1ezODNxIOZU066sqiZg+4IBF7/z5UJzrTiL3fk2vqpddKS/MPTdl7bS6e54lE6HivDZXms65PrRp7yeg1zEowVUIGdGvs3b91ItOVSE+Xh2fqTNCpsSeEDD5BauzLUQYUMZx7sqPZZs9XVSc/4J9DzOaszD5VU/G9r03LDSwNR3ZFaux9ixzVo8wOZpgFbPR0hfyODzNdIXXlf7MSy0jIyrp+BvtcmmZw5vp+9VR8X2a1Zks/Xa2vXOOieF4F8Bu9uheMqG1RrT0PhaysOnJlr6fhDZXlvAhgRJjWKZnXLGt4vo2j2f7WL2bOC52FR9iwHs/Qrjee5IDSpRiqG/aFXxdCPiflyEoIUmMvLzZ1lshyyUcl1ONNI/bsTU/I0EJbFV96vupG+00wjdj7n6haaerSekmve4z72UARe9W1ZKCSNbNjzFrzGNfY66Ti+18PcsQ+iGFvuH4ttyiyZVnGx2lafmialWBZlnnpiM9OU29d6LXR1IOv2e8xFb8CZBn2mqn4Ap3ooLHBk1WHo6eKL9BZmPsfHKY3v3r/SO/ndG4K00Bvdlqa2QTgT+kvhCdirxOJyEoxNJsATBcsOpOcvx5T9bqrxIJFPpc6DposB1aZ292Vy1iWd2Oeik/LnpChhK5tbtr20hR5Hzop0YFq7D0R+8HP+soy7BW1egIkthm39DNtC5vlANf4fbI1d9S2C2oMCoJ0AjLNxlW9XrNEkXVa/JrqJRhmKfp/f1WBQCBH1rHhGl25LblhtyPLsrKuT531fSFo2Gvgr282vWD00nfNLhr/LkwNe60JIKv+XDVib/iA833MVF3WsjQ8u4ZOmiApW2GPYW+uEKt6Lv1jM+/Pa+bd14mCB6mxjxhG7E0dAv7UVD3FeCn6pfHUlsdXifR20xTckS0NJR4JISQIE4Y3aX0+4nveDTbGNfYl6vGu1drTM0+aR3lV06mDOMA9nW4CiMw2KDohgrSFzV7zDPa6zm+46gTtvNeAqj3hPybl1nxBsnGzfh+z4JtpuYFO7bn/s6Z6CcrZuH6dBUM7pCGifg0Ug4a9Bv50HVW7xfSCAYKkM/mj2Wrb+SeZIBF741T8MkTsvWJk5p5L47YoAVTxVclud6c6sfoXD4aLAC3nhbyd+v6yauqMI/bqYx3V6hqdOvdHxPcQ18G0xl7+bNnsemk/upG6Hy/ZCyfNnYTP7r1jiQdFCDHh9tPm4ri9d8R5C3fW2k5+ppdDPM/bjSOIYa+zHpDE8zT2KTu9R7aqOzGzxfPMMtt0AjYekVnDrATA+1sVwlQgEPAel57yv1mmaqkCNqZ6O4D6cfrXx6baSYC6M8q8xNL8GjDVCTM9Rn8HDh1HnTw2HWHsYrCPvQamaep+b6BOK5ZSiYope8r8AnhBjN5BVowPJLIipwnqCMlkOS8UHSYR/82v7oQwnQBMo9mipkrUDJlO5qb1Zg1lUMH171PHAJ02ptX5e0NHv/J2cu9a3ZQrU0eUTLki9rZk2evcWwDw2b13xOf236nUQyKEGHLkHuNw5B7jkEgktLbzZESVo8bek/Wl4/ws/LoQphF7eW7cY0K78nb+OUvVyRtknpTnqkA19orBDNNgFuA9Lp0rzr8+Uz3OrLW9YSq+abYpUP5uR4B5Kr6peJ5WgLFEZRW64nnO/jUCjJ6OVyWqrwcYsdfCf8Goq+KbXTCAuTfI/zFlpcYsz67ODWXmESxVHY5pW5Qg5QaqRm+wiL28YDFPS9OZ6eQHt2n6nZ4qvtkkFySNshQp9bqI/ehG7C2PYW+270qk4pcjUkcIGXqUv4+9mVM5WMS+BIb9juqGvfw7amW2BYjYN3gMe52sBDOjN1tHwDRibx6RLosqvnHAxux6DaKf5R+faUaDuSiy+lhNtdCy7TTFrATDUmLAOzYdkchi0LDXwP8gNRXP06qxz+qTqfpw9Ne2KN5Qvo/piMuaHqfpBGCa5gOYR0D93jhVo7dUfex1nEJZ6Xcalr183elNAGZRE/NJrvDrQsj3s64BOnFEs9bnBcaGvfS3acSeenSEkHJhmhFViv3p9bH3vjYWltPYZ28i5fy9u07E3tDhDpgLsMprFS0tGsO1a1aNvVZpnouW3o6/jaCq4Rqoj727rV4wo/DrfGTZL8baSSFlp0m28r9h5rBhxN6yNLTQDM+l/z7UskNC5vdzwe8t2TfVAVmeXdMUD8O63GjYUt6n/xlaDpGVUvU7NY3Yaxm90rZaYjml8lwaGvam9WZAeaLZHsV4rbQ0eTtz54VWKr7hMQLAXhPVF2O59qmTXQJ4F5+mS+SyqeLTgUBI3VP+iL00TwbofW665tEpsdzaHXf+Ht4cVd5ODtjorHcAfzBDfbuo4dxcqnWd3prH3VYnkOFPxVdO3w4SsfdkKZrpQwHqdojfcDTXTjJbY/m/pxBBMjE9z51A+llmEXvTsopSZjeyxl6DrLoP1Yi9Ye05kO0pU8UfsVd9UGX1dze8+fUUYs0i70FE3uSPBlMHNZwADNPUg6Ti66Smebz0ZW7jo+fx9L7WOcYgEaUrP7Mn3vqoC184YIrWdk7EXicVBr7aQeOIPS1uQkh5kNcS5Y7YB2l3V45WcCfvPxkPLv8Qn9tvkvrO4Os0oD2HACnnb7M1j16U18xA96/jjIMZhs6LXGPIv51vrDrruhKJ56mey1DIgmW5jnfVcgPA23JQ57rLyqpVzTgOYIfIBnkgHQHFc5LdGcEsc7iUOiQ07DUwFXTISt82NJS02ij4LhJVAzSIeJ7sdQxSi6Xe7s5v2JvdUEHUU9VTtswnK1MvfZC6Ovka1aodNFTFN9cRMPfsmjqiAGDC8GY89e3DtLYB3POnW09VTTX2dB8QQuT5uRzied52ooNfswx41wM689344U148lsLlT8vCBvOk4A4Tnvgb/XtSldjb2aAahn28vdoHKP/uFTX9pZlIRq2kEhlBqu35jFLxc++XpU3RTQkiSJrXD7y+tU0KwFQX/dklQRrXLCmmUJZhr2qRphh2TPgPQeldH4yFV+DLDVKw3QdnYejJ1preMFk9qkYsc9S3FTepVc9tQwpW9meXcOIfYCbX/Vcmh5jZh9mD9VSpeLreHYbPI4os5StYMdo6tktz6NQ7FM/Yi//bTYBlC8Vn6Y9IcSlHCKa8vNcJ3IaRKir0TCabYo3Yq+3P69gsFn2XpB1nbmwnM66TgrYBEjF1zlOz5pHK03dNGLvD9iY7dN4XReo5aFZKr5pW+FydPUqlXgeDfsK4b9IVC8av8Fp+nDUM+z9HsjBT4FpNI3WGt4Y2TX2Zl5P04k8s09Vr57/GM08kEF6vOvkppnW2HvU9MugEBukFitimJUQBDdir1ljL1+vhk/tSqjiE0JIOZ6vpvNkkDnEu+YZ/GOU12O6v6lpjb1pZpupeB5QGl0hHf93dsReo1zWcN0rH2M5xPMAn2PItMw2QCq+cneurACjYcRex0Fj2NIvSNDOo/VFw74yZKfiq21nWZZXfEKrfZjZA840Yh8kAmpei2VW2xKk12XY0LA3FUIUveEFpkavXhsf/xiUN/WcAy3vdYUnuXLoCARBHKd2GqX8t2laa7ki9uXZDSGkSihLNNtQiyY7Aqq+T++aZ/CX06ZrAcC8E1ApauzDIXXhZ8C7RtZLxTc7Rv+a07R1oVbHK+OgXYBotmmHA0MBxayW1GFFVfwgmZjydRcgYl+O7lxhQ0dLMWjYaxDEi+QVnzCM2AeYrJTF8wLV2MvOC/MbyjRir+Wll3Zh6qEHdIUQzaLSpVPF1zknZg+c1kZXtkPnMWX62wTREahExF4sWHRr7E2jLTI0uAkh5cK0vZoppSpZ03GcenSFyuAcNl0LAOYtU72p+Or7lI24Zs0MtbBhQMsTsdfYX5BWcJ6AjeG6TkcVP4gmhKlgsGnAxv9Z5Rr7LPtFeZceB1uQMlvV4wwSsfek4pfwGUnDXoMgnjLTG8NUYMNUMT5IKn5TVJ7kAqTiK9fY+72sZo4PU7GczD7NvMKmD8dA4nnKW5rX2B+/z0SNvbiEDT30gTy7huqpQRD7adRdlHkWLGZjZSo+IaQSlMNxGjGN8pYoS7Hcx6jrSDBNUzdufSv9Nl86eCf1Hfr2oyWm60ltU99fqVrB6dWflypLUXlT43NZqjJb1eM01TMDSlNuAGiU2QaosQ8ZOlqKjqlk31QHBDHsTWuxShHlzfU6H/4bSCuaHTXzXpsKbASJ2JuqjJvW2ANBWheWYJLL8boQphPAhOHNuPfLB+EXf1uFzx8wWXk784nc/Ho1Vf4Pgqkqfiki9mVTxaf/gJC6x5MWXY4ae89aSSN7r0Q19uVwDnsi9pqp//I50BOWMzvG5oYwzl0wHb3xJL551K7K2/n34+8oVIhSpeKblhyYdjsKpiukYfT6yiNUMU3Fj/oCk6rZMFkRe8Mae9PMFED9/srOSlDPvgjScrng95bsm+qALPE8HcPeMJptWocTrBWcq6Ctc4xNkrGiM+lkpeIb19ibeT31Uu/MJ4AGw3Pp9UCa1ZsBmhOdYS0WABw8fTQOnj5aa5tS9XTVOZemWQlBMO5jL33ctMa+XKr4hBBShux7D6bzZBBDyTQT0xT5GHWnLFPnsGm0FgAu+dRuWp8XmGZfeOdJnf2Zr5eN09QNU/GDZCkat4Iz1YeSnABNGgZvdoDRMGIfRDxP0aHkt3X0si8Gx/nJVHwNgtSfyzVGOvXnpoIw/geVjjiYqcdLPkY9QQ/vw0Z126yHsc4xGqqMZ/e6NKuxNxWW0/JeB3hOyBGPsqQYGtfUlcp7rbxZICJOjX0AVXzDE1uuNnT0HxBCyk3YcEEfJLW57BF76bh0S7Lk4WkJ2QVw8ptinKUI+fdRx7/m0Fkvm4rnhQ2DGf41j1Y/esPyw1KIIuvoLGQ5LzTG6nFeBBLGViwJ9l0rLQ3qx0nxvCFAkLqP1kaziL38UNPz6vk9kGapaTpGhOyR0ys3MEvzyUrF14lml6jGXmcCiCfTzt8Thjcpb2eapl6qWqzypBiaaUlke6/V91mRiH3YLGIvYyyeVy6Lm7n4hNQ9ZQ7Ym2e2ZWnRGBo8ZVbF1/XvysdpqvxfJru+JEKIupFsUyNrx+HNzt86JSCRsOmax3e9GgYzzJX/zbZr0ig/zG4trrypL6vFzH4B1Ndo2Ya9eiK8p91dCVOcqi4VPx6P47777sOLL76IlpYWHHbYYTj66KOzPvf444/jj3/8I2zbxrHHHpvzM7r4LxIdg0c+2TreZPmz7c3qpytQKzhPuo7yZp4b17TcYFRLg/J2/pvf1EsfxKunM5mv7+h3/p48qkV5O9no1HkYlyoVvxxqv6XrY2+YslXmSITOMQKlSdmieB4hpFbx1lerb5cdHVTf1rT+3BTTbMrM5+W/zdY85SrnCnkMe50sRXPHRyRkITVwgDrnct6M0fjzig0AzNsY6+lneV/rZSlKThqNYxzV6q7LTY8xSCq+nv1itl5ua/LaV6rrXr8NIAdxiyHvopRZo1UVse/t7cXee++Np556CjNnzkQ0GsUpp5yCr3zlK57P3Xjjjfj0pz+NtrY2jBw5EieccAKuu+66wPv3XyQ6N5ScnqFjDMqe5+HNUeXtgpQNGEfs5dYvhuIjO7SrR7JDIcvz8DbNStCZAMIhK7Dgxbj2Rq3Pe7zXWilbhV8XwiueV4ZIhGEqfjVlJcj71PHQA35NCL19iutt7tRRehsaQvcBIaTcyHOITqlToBp7w0imKeEAhqtpjb18XGUr55L2o7XmKfCqGKYR+0/MGOP8nUilC3zSi+d6DZCKr3MuTYMZY9vcNatpR6cg96RpVoLOvey3r1QN+1DI8pyDlqhZALaU6+yqithHo1E88cQTGD9+vPPejBkzcNZZZ+HGG29Ea2srtm3bhssuuww33XSTY/BPmTIF5513Hs4++2yMHTvWeP+mveEB84i97MlrbzIz7EOWnnfOtBarqQSq+PIDRIVIyEIiZQ/s00xkRdfz3RgJIRlPOftXZecdWvHeph58Zf50rf15eroGSDEsRx97U+SHml4023wCMFX+D0IpIva6tZX/7yvz8NsX1uDsQ6ZpbUcIIaaUWzyvtTGCHy2ZDRu2VhAku92d+j4ty0JDJIR4Ml32iL2uiKrl+dvMeVGuiL3sPzAtP9Q9HfLHdc7lFCn7cmybWYlluRxR3qCU+u86tl027M2yf5sM+7v7v0dnnzrb+e0r3QBsfMCp06IRsad4HjKGvWzUA8CGDRswevRoNDVlbqjHH38c/f39OPnkk53PnHTSSUilUnj00UcD7d9vrOpEwU1r7OUbcXiLhmEvjU3XE+R3Cqgit/DS2adsYOlGs029rEHEyIRRpuswuevMA3Dz5/fGmYdM1dqfN2KvkZZW5HUhyh3NLpWOgJb32rD1SxD2mNAOywJ2G9+utZ1pe0YAmDK6Bd/91O4Yq5ENQwghQdB1QJaCk/afjJP3n6K1TVaNveZ6YK8d2zGyJYrxGro5pnhSzQNsq+u8EKTKZNnLZWOmYrpBMhp0NRr+etF83HrqvthzR/V53VNjH2TNY1grrxexd69tLfvFUBXf8u1Cx9Yyzaj1B1t0fte4lKnRqlFjP1jieVUVsRf86le/wrJly/DBBx+gs7MTf/7znxEOZy6alStXYvjw4RgxYoTz+ba2NowaNQqrVq3K+X2xWAyxWMx53dnZCQBIJBJIJBLO++lUyrNdOp30/HshmiSDLGSnlbcLSYmtLdGQ8naw3QstFIL6dvAZuratvG3EcscatjT2abu/6+iWqNZYPalpdirvtuJ959+licOC+jEC7gMgHLK0thvfFsWiPccimUwqbyPGJwhpnI902nu9JpPq16vHh6VxvZpiS2MNW8WPUfx7KuX9LdOp/NeAH0u67nSvAVPOXzAVpx4wCSM0r3P5GrDLcD6CkJYWf6rjzLo/SVXD81l76J7TlPRMH8rXQSrpn0PU50kA+M2ZcxFPpRFVmLdKi97+vMu6tNE9mkqXZ+6RHQjpVBK+pUxebNubCm/6+2SuAfW0+p1GNmGnkU1aazvLltfLOus677hSA+s6lfMZznMNFGNkk2v09vQnNNZY7lgbwurr5bTvd7QLrO2zkG0fHTvEh+l2YaSUrx2vKe+9BoLcZxU37M8991z09/fn/fcpU6bgBz/4gee9mTNnwrZtvPvuu7j99tvx4IMPYv/99wcA9PX1obW1Net72tra0NfXl3Mf1113Ha666qqs95988km0tLhpNh/3AfJP9twzz2B19q5ysm6dBSDjfHjzjRVYuvF1pe3el7Z7543lWPrhq0rbvbHN3c5Op7B06VK1gQJIxMMQl9yqle9iaewdpe0+7AHE77N508fK+9wWc7f7ePU7WLr0beWxplPuWJ995mmsbC78+cceewwAsGFDCCJhpaurS+v3ScYy+7TstNZ2pnyw2h3ra8tfBdaqec3/tcG9BgDg6af/hneK/D6C1WvdfT7/9+fw0RsaAzZgu3QNvPXmG1i6eYXSdk8+8QTke3L5q6/C/kDt9/Hu859YunWQDzIAH3/sno/3Vq7C0vi7lR1QAbZ3uPek7v0h7k9SG/B81h6q5/St9e78U4550pRYCpDnkL899RTeHNLJTZmxbtq4Uet37e91n8sr330Xj/Vn1nVq5zOzz42bNpXlXPb0ms0hmza682Ssv19vXZdw9/noX/5v0DsAvLfWvT/eeH05Iopr+9c3e9d1y558AsMlzelC53PLZvf3+dc/1ddZGTLXwMq1G7B06YdKW6zucrfbuukj5fMR992TK15/HU0bXlPadpVkM3Vs26Z1DYStMFK2ydrFHesjjzyivNXWLe75WL9uHZYu/cD5t97eXo395xtNhTj00EMLeiZGjcoWfJo3bx7mzZsHADjiiCNw1FFH4eSTT8bs2bPR3t6O7du3Z22zdetWDB8+POc+vvvd7+Kiiy5yXnd2dmLy5Mk47LDDMHr0aOf9NVt78cPlzzivFyyYj13GDit6jADw8XNrsHRtxmDdd5+9sWjOBKXt1j39Pv68NrOIP+LQg7HvlBFK27W+swm/fCvzoGhqiGLRIvWuAD/851PoTGQyGGbuuisWHaZWE/7+5h786PVnAQCTd9wRixbNVtpuc3cMV77yFADg8HlzcdjMHZTHeuVrT6KvN3P9HH7YQuyUR20+kUjgsccew1FHHYVoNIonf78CL2/OKJmOGNGORYsOVt7nf618Fls29aBR83c15Z+PvoMnN6wGABx0gPrvs/X5D/C/q99yXi9csADTxqh5olYvew9/WbcSADD/0E9opZiZsLk7hisGroH9FO4PcT6PPPII4PmnnPfn7rcfjtpDTUdD3ufsWbOwaP9JhqMffJZ2LMfrWzcCAHbddQYWHT6jwiPKzxO9K7Dutcy9tWjRIqVt/PcnqW54PmsP3XNqr/gID67JBDBUnwOVoC+ewndeeNx5vXDhQk/d9FDjG3/PlJSOGzcWixbtq7zdf77zDDbHMsbCzJkzcdQhk5XPp9jnqFGjsWjR/oYjV+eGN/8GxDIBP51r5+Ftr+KNbZsAAC3NzVi0aL7ytle+9iR6B9aSi48d/Ot1zVPv4f8G1lgHa6zr7BUf4X/edQODRx5xBHZoa1S6P//csRxvbMusI/aeMxuL9p2oPF5xDYSb27Fo0Tylbf65vhP/+cY/AAA77zQZixbtqbRdLJnGt1/4q/N6n73Vbaa1f3sfSwdsph3GjNK6Xr+//Al09GWyBXSuO/Hb6G73wJZX8K/tmwEAU3eagkWL9nD+bcuWLcrf46fihv0Xv/jFQNvPnp0xHt977z3Mnj0bs2bNQm9vL1avXo2pU6cCANatW4ft27djr732yvkdjY2NaGzMru2ORqOeG6TRd7M0NkSVFy1tza5LrUlju6YG93OjhjUpb9cobRcJhbQWVx4hs2hEedthzZLARkR9n82NboR13PAWrbHKAiDNjQ1FtxXnVJRuiO/Q2acQOomG9bYzpSHi3qY6104k4r29/ddzIZqkOiGd69yUpgb3GmjUuOb892RUY1v5uotEwkPaAImEZY0O9WOsBFd+Zi+0NkVx4n6TtMepc42SoQ/PZ+2hek4/s/ckvLG+C3OnjhzS10DKJzXVUCXXrO66xdNCTprvdO5RG1ZZfhs5507vGL3t3HS2levzy7Kuk9TTWxTWroKob13X4FufFTqfDVLnqoaI2TpiW1/CyA5paVDfnxXyprLr2CENHhFvvXVdS0PEMexNrwEtW0ta1/ltpiDXYFWJ57366qt4//33Pe/dddddiEajmDt3LgBgwYIFmDBhAm6++WbnMz/96U+xww474Mgjjwy0/yDieXK7O60+9rJ4nk67O2lsusJgsm6IjgCJLI5h2ltT7peptK08WWkpZ7p/m6jiZ76jvErqgKaQjO+1Xoub8irGm7YoCdL6JepR+x3aTdrkwyzTZWfMyNYG/PD4WdhnyshKD4UQUiFCIQvfW7wHjtlLLdJWKbJUxof6A3YAXZE/3XVOLso1T5rux7SNMaAvRhgUryq+eR97HTvEs64zbM+ocx1FDcXzgnQgC/ucOzo0N6iPsRTI57Ju291FIhEsWbIEra2tmDhxIt5++22sW7cOd955JyZNyqTRNjY24je/+Q1OOOEEvPjiiwiHw3jllVdw//33o7lZscA4D0FaMMjt7nRUv2NJVzWkXcOwDwVQW/Q4BXT62EsPp5TGg7m1IYyj9hgH27YxaaTeOZIPTed8mPZ0BVzxPB1HQhA8ivE6qvi+j+qoFMu9Y3VUUE2RH2o6uwvSxz7i6c+rvl0lCLJgIYQQkpsg7e4qibYqvvS3qZFfiXZ3OsiHpduVQddREhTTTkBB2hibtoIDgDtOn4sf/OlN/OTEOcrbyOs6rZZ+IfNjjASwfVrKbtibBbSKUVWG/axZs/Diiy/ipZdewpo1azB+/HjMnTvXI3AHZOru33//fSxbtgy2bWPBggUYM2ZM4P1nXWwaF02rYcS+N+4a9joeL0/LB03PXMgw2t8kpfkkU+pPZsuy8MvT5ip/Xkbei44B6m39ohuxzxyn7u9qStjTU16nLYp3fDqHWe4+9qb9eYO0KpL7lNpD3LKXT0G5FyCEEFKrBOkLXkl0xxkkmCEY6hH7IJlt5T7tnnZ3GhH7rHWdRiAkGmBdd8Tu43DE7uO0tvG2u9Nvuy26I+gMNYix3BItr0nstdffpQ0AADlISURBVLVK971VZdgDQDgcxoEHHogDDzyw4OdGjRqFE044oaT79t8IOtFsOcVDxzjriyv2+fDhjdjrXTEhQyNL3i6ZVm8VEgT5+R/VMLRDngnALBU/WsLUmUJ4yg0CpOLrHGYl+9jr3FdA5lyKSILOuZSv16Ft1vsXZdWx8CSEkKFOkKyvSqKdah5gzSNIl62Pvdl23j72+uuIcuJJxY/opKn7X+tEs6U09TJc6PL+mjUCk0DmOIX1o7MG9fax19pl4FT8hoi+88L9u3T2RFXV2Fea7Ii9+ratja4PRccA7TU07IPU2HtT8Y127+lDOpjYkklmGs3Wfb41lL3G3j0unWsnKxXftBarDMcp31u6z7eSRCLKlWNoSoBIBCGEkNxkZX2VvdrajCARe1ObrlzTpHHEPs/fatuWORVfWmPpGITZGSY6+7Ry/j1YRAxr7AHfuk6rxt48qBk0FV+npALw22mBdu2Bhr0GWTX2xuJ56j/7zPFtyp+V8V7cmhNAyOyGkkmWy7CXdqNznEHSdZxU/ArU2GtF7LMWLGb7LNdxCoKIApl6oYe4Wc+IPSGEDBLVJE7qoDlO2cYxr7EvU8TecP1oBXBeVDZir7Ou8742rT8vZYQ4H3JWq7YdYqj15RFi1tzn3KnZ7dV10I3Yy+PTzVQtRNWl4lcSv4GjY/C0SuJ5OtfayftPRn8ihYOnj1bfCMFEMoKkqQvKF7F30bmJPRO55vPNEc8rg6gc4FPF15kAfK9N09RLqdapQpNGWhrgE8wxfDYO8RJ7X4195cZBCCG1TLU4TnVHWYrMNp3OTEEwnY+DaNGUXTxPMkCDRex1jF6pxLIcqfgBMgRMg2/hAM6E0w/eCem0jXkz9OwtQbCIfZ2q4lcav4GsY0jKtRuJlHr9eTQcwjmH7qz8eUGQiH0plBp1jjEI5hNAkIh9eVPxTVv6ZQvLqe9T/mi5RAK/unA6Vm3sxoHT9LympagdHOJ2PSP2hBBSBqrl+ao7ziD157/40n74xVOrcP0Js7W2M6UiqfhVErHPskM0xh0NEPAzQTbmdQ1X0+BbJID9EgmH8OX5+vaWIFDEvp7F8ypJkFR8+caNJQff6A0WsQ9+semo4gfDtN+p/LeZYa9T7x4EeXg6WQJZokAa+5R/k3LU2APAxcfsZrSdp3bQcN9DXRU/SIohIYQQNXRUxitJkD7tulP60XuOx9F7jtfbKACms3GQbkfldujImZB67e68r00j9mWpsQ8QPffYMMYt/bR2GRhdm0AeH8XzKoQ/Qq9jMMsPnF3GmtXN6xD2GGbmSo2mD7tK1NjrECQtrdwRe4/yf4BaLL0OB+7f5TLsTTEVWZEZM6yxVMMZFEpRHkMIIaQw1fJ8nTyypfiHJKqpZWop2t0N9Rp7kQnZEAnprc0CZGIGCfiZEChz2FAAvNw6AgBw2MwdAEA7u3qwxPMYsQ+A7gTw0veORHd/Eju0Db4RUY819jqEAjgvGgfUPctVY582FAj0q7xqpeIH6KpQboIIH/33Kfvghfe34tNzdiztoEpMVYo7EUJIlTHUH693nXUAHlmxAecdNl1ru2oq5zJudxfg7JXb2SGE5XTS8IHsoJRetyOzKHgp0M0QMC0dqUTE/tYv7Yd3P+7Gnju2a20XxA4pBA37AOgaPGOGNZYtMujxlGneUKESGHVjy+C8AMxTqIN4r0XaVNki9pL7Qk8V3/daY58hw4dqJQgy1sWzd8Ti2UPbqAeq63wQQki1MtSN3gW77oAFu+6gvV0pxPPKhem6LojeTrlPu1g/6hv28t+aNeRSBLvcAZthjXrCi940dZ2IfXkFAoFMp6y9Jg7X3s6bWU3DfkgwlB+OQSL28ud174v/OesA/OrZ93H1cXvpbWiIccQ+SCp+NPPgKJdavOy9Ni3/ADRV8Yfwte2nHtLUqynaQggh1UqtPl5LITJbLkwj9kG6x5T7FxHR80btLkDma4FomfvYA8C3j56J9zf3YP+pI7W2M213F65AKr4pg1UaQcM+AEM5cmZ6UwDBLrb5u+6A+QbeZFNMa+yDPBz3mjgc0bCFfaaMMNu5LiVQiAX0Jrpy6ECUCquKIhGmMBWfEEIGn6Fu9JriOa4hfohnf2Iabvvbe/jUXnqCfXIqvn6NfXl/lJ13GIb2poj2OjKI8yJcgWj2+YfNMNrOq52kvp1Xid9o12UjNEhOCBr2NUrEE3UPkIo/xCc5U5EV+eGo67zYd8pIrLjyaDRF9TytppQiKwHQqz8bP7wJSy84FG1NQ/8RwYg9IYSQUlCrjlPZbhjqc8i3j56JhTN3wL5T9KK8QbISyv2bjGptwAuXHamdih9E3Npr9A7ta8A0wOj5fYb6MVI8j+gQ5IKuJvVUU6tXvqFMDrFcRj0ApA3z0rJq7DUfHHtoCoFUiiF/jZYAz+1c+4dLCCEVYagbvabIjv0hbu8gGg5h3vQx2tt5BNe0t9XeXWBM1pFBNLA8qfhDPE3dNGAjBzWHfEenQRLPG9pnlhgTpE6+3C0xKsFg3VCDgXFP1yKva4V6iNgHKR0hhBCiRq0+Xqupxt4Uz2Fpi+dVx28SpKWfR1iuTDX2ppiu0T32yxA/px7xvBKeDxr2NUoQT1VVqacabldNNcvGrV+y+p0O8QM1xLQWq5qopuuVEEKqlXqYJ2v0ED3BC915slp+kiBleZEqMnpNMxOqKhV/kMpjanQZTIJcJNV0Y5jX2FdPBPTI3ccCACaPatbazn9YQ/xUGlNN59KUejhGQgghg0M9ZLZ5nBea237t8IzI26fnDO32t0ECb5Fw5drd6eKpP6+DVHyq4pOieFLxNbetJvE8U1X8atIR2Gl0K1649Ai0N+v1Ac1OxR/ax1kKhvhz3JggSriEEELqm7qI2AdY1y2aNQHPXHwYdhyuF0ApN0EcNPK21WT06hymrC4/1AOT7GNPtAhiCFRX/XkpIvalGs3gMba9SXubLFX8KjhOE+T0+6HupDGFEXtCCCGm1INOS5BUfACYNLKlZGMZLDznUfMgPSV9Q3zha9q5qpoi9kE6HBSCqfg1ShADJ+y5+UswmEHEPGJfB5OcVfh1rVAf57L2j5EQQipBPTxRvZHeyo1jMPGq4tfmQQY5j/JvUk1Gr3GN/RBfK8njo3ge0UL3AVddEXszPA/HIf6AMyVIH/tqIkhdXbUgH9cQvyUJIaSqMF1HVBNB0tSrhSCK8dVCIMPVMApeCUyDGRFDh0AlYMSeGKOdih+gT2bZMY3Ye26oEo1lqFEnEft6aONTbaUjhBBChg51kdkmLXpq9BADnUf500M9Ym+amVBN7boHSzyPhj3JIlxFE4BpjX09pDb7j6pWj7MeRIGqSeyREELI0KIenMOeebJG8/eCZCVYVRS0k8ts9Wrsq8esDQ/S+aieX4AYE0w8r8SDKTGmNfbhupjk/Kn4tYlHMKdGT2Y1lccQQggZWtRDmrpXHK5y4xhMgmTUekv6quci0FnXhaVadVP7oFzIfexL2YGsRi99IqPrufRcbEPcUCpFjX01PeB0qE/xvAoOZBDxlhtUbhyEEEKqD29mW21OIvUhnhcgFb9KfxLTPvZDncEqe6ZhT7KoplT8qaPN2pPUW70ZUMuTuft3rZ7LerheCSGkEtTDEzVI//NqoR6yEoK0sh7WWJ0dzk1V8e0hHrIfLD2A6jzLRI8AdThDfQL45Wlzcf0jb+H8w2ZobVcPEdAgE0A1UQ819t4UuooNgxBCSBVSF5ltHvG82jzIIOvzvSePwJcO2glTRpkFxCqFzmHKgcmhbdbTsCcB0L1cqklVcucdhuG20+Zqb1dVyv+m1IGHHvDW0tXqcdZDGiUhhFSCoW4AlIJqCtiY4hXPq03k9aruMVqWhauP26u0AyoDOqn41aSzxFR8UjbCVSSeZ4rn4Vijk5zHe13BcQw29XCc9ZBhQgghZHCohzT1ejjGesnElDE1eod4Jv6gBVFp2NcBuoarJ2WrRq2IejCU6mUCkFse1m4kovajLYQQQgaHumgFh9qfJ2s1EOVHtslNj3mI2/XeiD1V8clgUg8iK/VgKFl1mL5dq+eyXpw0hBBCSk891NjXQyp+rZ67eoQRe2JMoBr7GrUi6mGSs+pgkvNj1egTjX3sCSGEmGLVQSYmPMGMCo5jEOH8r87QV8WX/6ZhTzTQfQ54U/FLPJghQj30sa+XKG+9pd/V6jESQkglqIcnqjcTs3LjGEy83WNq8yA5/9cOFM8jZSNcB9HB+oiA1sMxeqmHBUutHiMhhJDBoR46q3iOsYLjGExq9NTVJUzFJ8boXi7y9VWrreC8nrIKDmQQqcdU/Fp1YITqIMWQEEIqwdBO2C0N9aCdVA+q+LW6Js+iBGn0QzwT31PqTPE8okVYM59ejmbX6sOxPlLxa99DD3hV8WuVerheCSGEDA5WPUSzpb9r1XlRq8c1GAz1n8piKj7R5dtHz8T49iZc9MldtbYbrBYMQ4m6UMWX/67NQ8yiVs9lPVyvhBBCBgerDiL29RaUqmkCnMCzDpmGKaNacNL+k0s4oMGllIZ9pGTfRIYc5x82A+ctnK4d4ZM/XatpP/XQx74+U/ErPYLBoR6uV0IIIYNDvZVzWTW66qmbjL0AefTf//QeuHzx7lX1W5WyUwUj9jVO0Au7mm4MHepCILBOUvFl6uFc1uoxEkJIJaiHJypr7GuPWnVelIJqWPPKZaQRGvakXNRqxL7evNc1ehoBeCe3Wj2X9bZgIYQQUjrqo41x/QUzSG1QSmdbjd7eJAj1kPZbD/VmXmOwNo/RT60eJyP2hBBCTLHqYA6x8vxdq9SDcHBNI50+RuwrSI0+D/NSqxOA11Cq4EAGkXro6VovMGJPCCGDQz2YR6G6C9hUbhwkOPVwT8pQFZ+UjXow7Gu13KBeIvb14LVmxJ4QQogp3mmjNucQpuKTaqWU1ysNe1KQWjV6w9KVX6sTQL3pCNQy9ZBhQgghZHCotzmkHtY8FM+rbgYrJEXDXpN6u41qdQJgvRmpJkJ1kn1BCCGk9NTFmsdTflibx0hIMWjYa/KfJ+8NALh00W6VHcgg4lUZr82HYz14r+tBILBe4LkkhJDBoR6eqPXQ7s7rAK/cOAhRYe/JIxCygGljWkv6vZGSflsd8Nm9J+KI3cdhWGPt/nT1UbMs/12bM4BVJ6n49eCZt+rAEUUIIWRwqIfSPPmwOE9WN3btmyFobYzgzR8cU1JFfICGvRG1bNTXC/U2ydXoIdYNFM8jhBBiiieYUaNWL1PxSbXRFA2X/DuZik+yqIcHYj0YSt6IfW0eI1B/GSaEEEJKR+3PIH6jtzZhKn7twPNnDg17UpeEpCu/VpX/OcnVDh5HVI1er4QQQgaHutBpqZNgRj1QD6n4gwUNe5JFPTwP6yMVv/aPsV7wLsoqNw5CCCHVR10IBst/1+gxElIMGvakLqkP8Tz371o9xnqhHloVEUJIJaiHJ2o9tEwN1UG5ASHFoGFP6pJ6MJTkw6rNI8xQH5oQ7t81erkSQggZJOR5smYj9gxmEELDntQn4XpIS2O9Wc3gXZTxXBJCCFGnHozeekvFr4djJPrQsCd1SagOjN56meTqQRW/HhZlhBBCBp9anUKYil871MO6brCgYU/qknoQI+MkV5vwXBJCSOmoNxOiVoMZ8JSs1egxSlA5nuSChj2pS+SWYbXa7s6qs0mulpHPHiP2hBBCTKnRJU/dZCkSUgga9qQuqQtVfOnvWp3I6wXZMW/xqU0IIcSQWl3zeLMUa/MYCSkGl4gkiyN3HwcAmDiiucIjGTzCnhr7Cg5kELE4ydUktbooI4SQSlBvT9RanUPqocRSpkZPIwDgqwtmAACOnTWhwiOpPiKVHgAZekwd04rnLz0Cw5ujlR7KoFF37e5q8xAB1J/Toh4WLIQQQgaHWl0P1Muapx44dvYEzJl8GHYcXrsBxsGChj3Jybj2pkoPYVCph77gNXpYWdSbemqtOqIIIYQMPpaFmlQMrIduR/XEpJEtlR5CVcJUfFKX1EMtFg3A2oSnlRBCiCn1sDaog0MkJCc07EldIk9stRrx5cRWm9SqI4oQQipBba4A8lOrhj11hQihYU/qlFAdXPmc2GoT1tgTQggxpVbnkHoosSSkGHVg3hCSTT2k4rMtWm1Sq9EWQgipBPX2RK3V+nN5LVerzgtCisGlP6lL6sE4qv0jrE/q4NIlhBBCtPBE7LkCInUKDXtSl9SDcVQPzot6pFajLYQQQogp9dbHnpBc0LAndQnF8wghhBBCagUW2RNCw57UJeE6cOcyFY0QQggh9YA3FZ+Q+oSGPalL6sCup8OaEEIIKUJt5uzVH3KZGksRSb0SqfQAgvD0009j1apVWLRoEcaOHev5t61bt+Kpp56CbdtYsGABRo8eXaFRkqFIPdQp18EhEkIIIYR4ovRc/5B6pWoj9itWrMBnPvMZnHnmmXjnnXc8//b4449j5513xk9+8hPcfPPNmDZtGh555JEKjZQMdWo1Zb1Wj6seGdnSUOkhEEJITbLflJEAgBEt0QqPhAQhJFk0XP2QeqUqDfve3l58/vOfxxVXXJH1b/F4HKeddhrOPPNMPPPMM3jqqadw7rnn4owzzkBfX18FRkuGOrUqnlcP5Qb1wh47tuO7n9oNP/3CPpUeCiGE1BS3fHFfnP2JaXjgvEMqPRQSAE8fey6ASJ1SlYb9BRdcgIULF2Lx4sVZ/7Zs2TKsX78e3/jGNzyf37hxI/7617+Wc5iEVJR6KDeoJ76yYDo+M2fHSg+DEEJqinHtTbh88R6YNqa10kMhQeCSh5Dqq7G/77778Oyzz+KVV17Bhx9+mPXvb7zxBlpaWjB16lTnvUmTJmHEiBF444038OlPfzprm1gshlgs5rzu7OwEACQSCSQSidIfBCk74jzmOp/JZKomz3M6LWUi2HZNHaN8Pm3bznqfVBeF7k9SffB81h48p9VNOp12/pbXtrV0Pu1Uyv07na6pY8uJtK6rxfNZzwQ5jxU37H/7298WPIBRo0bhM5/5DADg/fffx9e+9jU8+uijaG5uzvn5jo4OjBgxIuf3dHR05Nzmuuuuw1VXXZX1/pNPPomWlhaFoyDVwmOPPSa9ylz+L7zwAjrfqb10/Iy9mznGzq4uLF26tKLjGQwee+wxdHSEIVz1tXiM9YT3/iTVDs9n7cFzWp28ud4CEAbgnSdr6Xy+td09xnfefgtLu/9V2QENGvnXdbV0PuuZ3t5e420rbtg//fTT6O/vz/vvU6ZMcQz7iy66CHvttRdee+01vPbaa9i4cSMA4JFHHkE8Hsfhhx+O5uZm9PT0ZH1PV1dXXmfAd7/7XVx00UXO687OTkyePBmHHXYY1fRrhEQigcceewxHHXUUotGMQM6P33oaa7f14csnHIW2porfCoPCv//jUQBAe1sbFi2aV+HRlA75fN625iWs6+kCACxatKjCIyMm5Lo/SfXC81l78JxWNx8/twYPrnkbQGaerMXz2b5yC37+r5cBALvtvhsWfWJahUc0OLyKt/Drv3+AHyzZFwt23QEA789aY8uWLcbbVtyaufXWW5U/e+CBB+Ktt97CsmXLAGSMdQB49dVXMW7cOBx++OGYPn06Ojo6sH37didy39XVha1bt2L69Ok5v7exsRGNjY1Z70ejUd4gNYZ8Tp/41kIkUmm0NFT8Nhh8LKsmr+VoNOrREqjFY6wn+MytLXg+aw+e0+okJEnGy+evls5nQ9Rdy0XC4Zo5Lj9XfnYWLjp6N7Q3ZR9fLZ3PeibIOawqi+aSSy7xvF65ciX+8Ic/4NJLL8UnPvEJAMARRxyBpqYm3HffffjKV74CALj//vsRDofxyU9+suxjJkOXaDiEaLgq9SMJIYQQQsgAsnZeqMbFg3MZ9YQAVWbYqzBq1Chce+21uPDCC7F27VqEw2H85Cc/wRVXXIGxY8dWeniEEEIIIYSQUlLbtjwhSlS1Yd/e3o7TTz8d48aN87x/0UUXYfbs2fjjH/8I27bxv//7vzj66KMrNEpCCCGEEELIYCFH6dnul9QrVW3Yjx07Fr/+9a9z/tuRRx6JI488srwDIoQQQgghhJQVbyp+xYZBSEVhgTEhhBBCCCGkapGj9LTrSb1Cw54QUtUcv88kAMAeE9orPBJCCCFk6HHAtFGVHsKgI0fpmYpP6pWqTsUnhJAz5k3F7uPbMGvS8EoPhRBCCBlyzJ40An84bx4mjmiu9FAGDdmWZyo+qVdo2BNCqppwyMK8GWMqPQxCCCFkyLLvlJGVHsIg4wnZV24YhFQQpuITQgghhBBCqhZPKn7lhkFIRaFhTwghhBBCCKla5Lr6ECP2pE6hYU8IIYQQQgipWmRTnnY9qVdo2BNCCCGEEEKqlhDb3RFCw54QQgghhBBSvXhV8Wnak/qEhj0hhBBCCCGkNqBdT+oUGvaEEEIIIYSQqiVE8TxCaNgTQgghhBBCqheL7e4IoWFPCCGEEEIIqV48hj0te1Kn0LAnhBBCCCGEVC1MxSeEhj0hhBBCCCGkimEfe0Jo2BNCCCGEEEKqGBrzhNCwJ4QQQgghhFQxFlPxCaFhTwghhBBCCKlemIpPCA17QgghhBBCSBUjR+wtNrwjdQoNe0IIIYQQQkjVErJy/01IPUHDnhBCCCGEEFK1yFF6puKTeoWGPSGEEEIIIaRq8RrztOxJfULDnhBCCCGEEFK1WEzFJ4SGPSGEEEIIIaR68YjnMRef1Ck07AkhhBBCCCFVixylp1lP6hUa9oQQQgghhJCqRRbPC9G6IXUKL31CCCGEEEJI1WJ5IvaM2ZP6hIY9IYQQQgghpGrxlNXTrid1Cg17QgghhBBCSNXiScWneB6pU2jYE0IIIYQQQqoWi+J5hNCwJ4QQQgghhFQvjNITQsOeEEIIIYQQUsXQrCeEhj0hhBBCCCGkivGk4tPKJ3UKDXtCCCGEEEJI1WLRmieEhj0hhBBCCCGkeqFdTwgNe0IIIYQQQkgVQ7ueEBr2hBBCCCGEkCqGqviE0LAnhBBCCCGEVDG06wmhYU8IIYQQQgipYiwm4xNCw54QQgghhBBSvTBiTwgNe0IIIYQQQkgVQ8OeEBr2hBBCCCGEkCqGqfiE0LAnhBBCCCGEVDEh2vWE0LAnhBBCCCGEVC8Wc/EJoWFPCCGEEEIIqV5o1hNCw54QQgghhBBSxTBgTwgNe0IIIYQQQkgVw1R8QmjYE0IIIYQQQgghVQ0Ne0IIIYQQQgghpIqhYU8IIYQQQgghhFQxNOwJIYQQQgghhJAqhoY9IYQQQgghhBBSxdCwJ4QQQgghhBBCqhga9oQQQgghhBBCSBVDw54QQgghhBBCCKliaNgTUsM0R8MAgIOnj67wSAghhBBCBp8Jw5sqPQRCKkKk0gMghAwej144H3/918f4/P5TKj0UQgghhJBB43f/dhA+7uzHjLFtlR4KIRWBhj0hNczkUS0485BplR4GIYQQQsigctDOzE4k9Q1T8QkhhBBCCCGEkCqGhj0hhBBCCCGEEFLF0LAnhBBCCCGEEEKqGBr2hBBCCCGEEEJIFUPDnhBCCCGEEEIIqWJo2BNCCCGEEEIIIVUMDXtCCCGEEEIIIaSKoWFPCCGEEEIIIYRUMTTsCSGEEEIIIYSQKoaGPSGEEEIIIYQQUsVEKj0AXTZs2IBUKuV5r729He3t7Vmf7erqgm3bOf+NEEIIIYQQQgipBaouYj9r1izMmTMHBx10kPPf7bff7vnMunXrcNhhh2H06NHYYYcdcOihh2L16tWVGTAhhBBCCCGEEDKIVJ1hDwC33HIL1q1b5/x30UUXef79c5/7HEKhELZs2YKtW7eitbUVJ5xwAmzbrtCICSGEEEIIIYSQwaEqDftUKoXNmzfnNNRfeuklPP/887juuuvQ1taG1tZWXHfddXj11Vfx3HPPVWC0hBBCCCGEEELI4FGVhv3pp5+OGTNmoK2tDV/+8pexfft2599eeOEFRKNR7L///s57++yzD1pbW/HCCy9UYLSEEEIIIYQQQsjgUXHxvPXr1yOdTuf994aGBowdO9Z5/bWvfQ3nn38+dthhB6xYsQJLlizB6aefjoceeggAsGnTJowePRqWZXm+Z8yYMdi0aVPOfcRiMcRiMed1Z2cnACCRSCCRSBgfGxk6iPPI81kb8HzWFjyftQXPZ+3Bc1pb8HzWFjyftUWQ82jZFS48nzlzJnp6evL++5577om//OUvef/9gQcewAknnIANGzZg/PjxuPrqq/HTn/40y4ifOHEizjrrLFx99dVZ33HllVfiqquuynr/nnvuQUtLi8bREEIIIYQQQggh+vT29uKUU05BR0eHdme3ikfs33777UDb77zzzgCA1atXY/z48Zg0aRK2bt2KeDyOhoYGAJma/C1btmDixIk5v+O73/2uR4Cvo6MDU6ZMwdy5czFq1KhA4yNDg0QigSeffBKHHXYYotFopYdDAsLzWVvwfNYWPJ+1B89pbcHzWVvwfNYWW7duBQAj0feKG/Y6pNNphEJeWYB//OMfsCwLU6dOBQDMnz8f6XQaTzzxBI455hgAwJNPPolYLIb58+fn/N7GxkY0NjY6rzdv3gwA2HXXXQfhKAghhBBCCCGEkNxs2bIFw4cP19qmqgz73//+93j88cfxhS98ARMmTMDTTz+Niy++GF/+8pcxfvx4AMD06dNxyimn4Pzzz8cdd9yBcDiM888/H0uWLMEee+yhtB8Rpf/ggw+0f1AyNOns7MTkyZOxdu1a7bQWMvTg+awteD5rC57P2oPntLbg+awteD5rC5E5bpI1XlWG/Yknnoh4PI5rrrkGa9euxU477YSbbroJp59+uudzt99+O6666iqcd955sG0bn/70p3PW0OdDZAUMHz6cN0iN0d7eznNaQ/B81hY8n7UFz2ftwXNaW/B81hY8n7WFP0tdhaoy7C3LwqmnnopTTz214Oeam5tx/fXX4/rrry/TyAghhBBCCCGEkMpQlX3sCSGEEEIIIYQQkoGGfQ4aGxtxxRVXeAT1SHXDc1pb8HzWFjyftQXPZ+3Bc1pb8HzWFjyftUWQ81nxPvaEEEIIIYQQQggxhxF7QgghhBBCCCGkiqFhTwghhBBCCCGEVDE07AkhhBBCCCGEkCqGhr0mGzduxDPPPIMPP/yw0kMhAVm/fj2WL1+O7du3V3oopAR8/PHHWL58OTo6Oio9FFIiXn/9dbz44ouVHgbRZNWqVXj55ZfR29tb6aGQErB9+3Y888wz+Pjjjys9FFICOFfWFrFYDK+//jpWrVqFdDpd6eGQEmFqb9Kw1yAej+PYY4/F/Pnzce+991Z6OMSQ5557DgceeCAOPvhgnHHGGZgwYQLOOeccJJPJSg+NGPD000/j4IMPxpw5c5zzef755yOVSlV6aMSQ2267DbNnz8aCBQtw/PHHV3o4RJFt27Zh4cKF2GefffCFL3wBEyZMwH333VfpYRFDVq5cibPPPht77LEH5s+fj4cffrjSQyIB4FxZW8TjcVx88cWYNGkSzjjjDHziE5/ALrvsgqeeeqrSQyMBCWJv0rDX4JJLLsGcOXMwatSoSg+FBGDNmjW48847sWbNGixfvhyvvvoq7r33Xtx+++2VHhox4N1338VNN92Ejz76CMuXL8eLL76Iu+++GzfffHOlh0YMWblyJe6++25cfPHFlR4K0eCCCy7Ali1bsG7dOrzzzju49tprcdppp2H16tWVHhox4O2338a8efOwcuVKNDQ0VHo4JCCcK2uLnp4eTJkyBevWrcMrr7yCDz/8EIcffjhOPvnkSg+NBCSIvUnDXpGlS5fiT3/6E2666aZKD4UE5Atf+AL23HNP5/Vuu+2GCRMmsLyiSjnrrLNw4IEHOq/33HNPzJ8/H88880wFR0WC8KMf/QizZ8+u9DCIBt3d3bj//vvx7//+72hvbwcAfPWrX0V7ezvuvvvuCo+OmHDsscfi7LPPRktLS6WHQkoA58raYuTIkTj//POdXuehUAjz58/H5s2bEYvFKjw6YkpQezNS2uHUJhs2bMA555yDBx54AMOGDav0cEgJ6O/vx0svvYTe3l489NBDSKfT+PKXv1zpYZESEI/H8frrr9NrTUgZefPNNxGPx7Hffvs574XDYey777549dVXKzgyQkguOFfWBu+88w4+/vhjrF69GldddRW+//3vO8Y+qS5KYW/WpWH/xhtvFBVMO+SQQ2BZFtLpNL74xS/ivPPO83g6ydBh7dq1WLNmTcHP7LXXXhgxYoTzesuWLbjkkkvQ0dGB999/H5deeikmTZo0yCMlKnR2duL1118v+JnJkydjp512yvlv3/nOd9DZ2Ymvf/3rgzE8YsCzzz4L27bz/nt7ezsj9FXO1q1bAQCjR4/2vD969Ghs2LChEkMihBSAc2VtcN9992Hp0qV47733MG3aNJxwwgmVHhIxoFT2Zl0a9nfccUdRpeUnnngCDQ0NuPXWW7Fy5UpcccUVTrpSMpnE6tWr8cILL+CAAw4ox5BJAZ588kncdtttBT/zk5/8xHOjTJw40Tmf//rXvzB//nzYto3LLrtsUMdKirNmzRpccsklBT9z6qmn4txzz816/4YbbsBtt92GP/3pT5g8efJgDZFoctlllxUUp9xzzz3xi1/8oowjIqUmGo0CyGRDyfT19bE+m5AhBufK2uHyyy/H5ZdfjmQyiW9961tYuHAhVq1aheHDh1d6aESDUtmbdWnY/+d//qfyZ0OhEKZMmeIx+Hp6evDnP/8Za9euxUMPPTQYQyQanHbaaTjttNOMt999992xePFiPPLIIzTshwCzZs0yqvn78Y9/jKuuugoPPfQQDj/88EEYGTFl2bJllR4CGWREBs2HH36IXXbZxXn/ww8/xJw5cyo1LEKID86VtUkkEsGFF16Im2++GS+++CKOPPLISg+JaFAqe7MuDXsdzj333KzI4JgxY3D++efjW9/6VoVGRYLQ09OD1tZWz3urVq3KSiEl1cONN96Iyy+/HA899BCOOuqoSg+HkLpjxowZmDZtGv74xz9i4cKFAIB169bh5Zdf5lxJyBCBc2XtkGstu3LlSgDZJVFk6FMqe5OGPak7jjrqKBx77LHYd999EYvF8Lvf/Q4vvvginnjiiUoPjRjwi1/8At/85jfx/e9/Hy0tLU60n3Xb1YvQQVmzZg3i8bhzTufOnYumpqYKj47k47rrrsOpp56KsWPHYubMmfjhD3+I/fbbD0uWLKn00IgBst6JbdtYuXIlnnnmGYwdOxa77rprhUdHdOFcWVs8+OCDuP/++7FkyRLsuOOOePPNN3H99dfjs5/9LPbZZ59KD49UCMsupGhEcrJ48WKceuqp+PznP1/poRADOjo6cMstt+Dvf/87wuEw9thjD5x77rmYMmVKpYdGDLj00kvxt7/9Let91m1XLxdeeGFOHZT77rsPEydOrMCIiCqPPPII7rjjDmzfvh0HHnggvvOd77DWs0pZsWIFvvrVr2a9f/TRR+Pyyy+vwIhIEDhX1h5PPvkk7r77bqxduxYTJkzA4sWLsWTJEoRC7GZeC5jYmzTsCSGEEEIIIYSQKoYuHUIIIYQQQgghpIqhYU8IIYQQQgghhFQxNOwJIYQQQgghhJAqhoY9IYQQQgghhBBSxdCwJ4QQQgghhBBCqhga9oQQQgghhBBCSBVDw54QQgghhBBCCKliaNgTQgghQ4xzzjkHt912m/P6mGOOwSOPPDJo+1uzZg3mzp2LLVu25P1MZ2cnLrroIhx66KE45phjBm0stUAqlcJnPvMZrFixwvN+f38/rrjiChx55JHYf//9sWHDhpLs76STTsI//vGPknwXIYSQ6oSGPSGEkJrk0Ucfxdy5c3H++edn/dv8+fPxpz/9qQKjUuOtt97C+vXrndfLly8vaHQHpa+vDy+//DISiUTez1xzzTX429/+huuuuw433HDDoI2lFrjtttvQ2dmJWbNmed7//ve/j4cffhjf+9738POf/xzjx4/HBx98gHnz5iEej+O//uu/8KUvfcmzTUdHBw4++GB85zvf8bz/z3/+E3PnzsXbb7+NRYsW4etf//qgHxchhJChS6TSAyCEEEIGg61bt+Lll1/Gq6++ii996Us46KCDnH975ZVXsHnz5gqOTo+//OUvmDx5ckXH8Morr+BTn/oUPvGJT1R0HEOddDqNH/3oR/iP//iPrH/77W9/ixtuuAELFy503nv44YfR3NyMhoYGdHR04Pnnn/dsc+utt+L555/HsGHDPO/feOONiEQimDlzJqZOnYoLL7wQjz/+OI444ohBOS5CCCFDG0bsCSGE1DQnn3xyVrTTT3d3N6688kosWLAARxxxBH70ox8hHo87/37jjTfiwgsvxN13341jjjkGRx11FADg+OOPxx133IHLLrsMn/zkJ7F48WI8+uij2L59O77zne9g/vz5OPHEEz0p2e+88w7mzp2LuXPn4pBDDsHpp5+OV155peD4Lr74Ysfgu+6665zt5f8eeugh5/OPPPIIPve5z+HQQw/FmWeeiTfeeMPzfatWrcJpp52GBQsW4Ctf+QrWrFlTcP+HHHIInn/+edxxxx2YO3cubrzxRqxbtw5z587Fc889h9NPPx0HH3wwHn30UQDAunXr8I1vfAOHHnoojjvuOPzqV7/yfF8ikcAPf/hD5/f5wx/+gDPPPBN33XWXs/3cuXOzUtUPOugg/P3vf3ded3Z24sorr8Rhhx2GT33qU7jhhhs85+3CCy/Ej3/8Y9xyyy34zGc+g2OOOQZ33nln1vHdf//9OP7447Fw4UJcdtll6OnpQSqVwuGHH44///nPns+KsoV33nkn52/15JNPYsOGDfj0pz/tvPfEE09gv/32w/r163HNNddg7ty5+Ne//gUA+NOf/oTFixcDAEaMGIGOjg5nOxHFX7JkCbZv3+68v3HjRvz2t7/Ft771LQBAY2MjFi9ejF//+tc5x0QIIaT2oWFPCCGkprn22mvx/PPP4+GHH877meOOOw5/+MMf8M1vfhPnnnsufvazn+Gss85y/v2DDz7Az3/+c/z2t791jEUAWLFiBb7+9a+jsbERl112GaZMmYLFixfjsMMOw4gRI3D11Vejra0NRx99NPr6+gAAkydPxq233opbb70VN9xwA6ZNm4Z58+bhrbfeyjs+ORX/i1/8orP9rbfeiuOOOw6vvPIKhg8fDgD4xS9+gbPPPhvHHHMMrr32WsyYMQMHHnigY9x3dXXh0EMPRU9PD773ve9h9913x8knn1zwN/yv//ovTJ8+HYsXL8att96KE088Ef39/Xj55Zfxuc99Dp/4xCdw8803Y//998fatWsxd+5chEIh/OAHP8AXv/hF/PCHP8Rll13mfN9FF12En/3sZzjvvPNw+umn46qrrsI999zjGPLiu2OxmGccL730kmP49vb2Yv78+XjjjTdwySWX4IILLsDDDz+ME0880fn8u+++i+9973t47bXXcOGFF+L444/Heeedhz/84Q/OZy699FL827/9GxYuXIgrrrgCra2tuPjiixEOhzFjxgzccsstnjH8+te/Rnd3N3bdddecv9WyZcuw9957o7Gx0Xlv1qxZ+OIXv4jm5mbcfffduPXWWzFjxgz09vZi2bJlHsO+s7PT2e6ee+5BU1MTzjjjDI/Bf8stt2DixIk44YQTnPcOPvhgPPHEEwXPIyGEkBrGJoQQQmqQe++91xbT3AUXXGDvueeedjKZtG3btltbW+1f/epXtm3b9mOPPWaHw2F71apVzrbPPvusDcBesWKFbdu2/Y1vfMMeNWqU3dPT49nH9OnT7TPOOMN5HYvF7MbGRvurX/2q8153d7dtWZb99NNP5x3rSSedZF900UXO60MOOcS+4oornNfjxo2zf/Ob32Rt9/bbb9vDhw+3r7rqKtu2bbu3t9dub2+3ly5d6vncGWecYZ922mm2bdv2f/zHf9iTJ0+2E4mE8++XX365DcDesGFD3jH6x/Tuu+/aAOzbb7/d87lzzjnHPumkkzzvLVu2zI5Go3YsFrPXr19vR6NR+y9/+Yvnu0KhkH3dddd5vvv999/3fE84HLYfeeQR27Zt+6abbrJnzZplp1Ip5983btxoh0Ih+/XXX7dt27aPPfZY+8ADD/R8x8knn2yffvrptm3b9po1a+xwOGz//ve/93ymv7/ftm3bfv755+1wOGyvW7fOtm3bTqfT9tSpU+0bbrgh7+90yimn2EuWLMl6/9prr7X3339/z3sPPvigveuuuzqvH374YRuAHYvFbNu27VmzZtm33HKL/eyzz9o77LCDbdu23dfXZ++www72f//3f3u+66GHHrIB2H19fXnHRgghpHZhjT0hhJCa5/LLL8evf/1r3HXXXZ5IPAC8/PLLmDFjBnbeeWfnvXnz5qGtrQ2vvPIK9tprLwDAnDlz0NLSkvXd++23n/N3Q0MDxowZg3333dd5r7W1Fe3t7fj444+d9x588EH87ne/w9q1axGLxbBu3TocfPDBWsfU2dmJz372szjyyCNx+eWXA8jUwXd2duJ73/serrrqKti2Ddu2sX79ekycOBFAJuq9YMECRCLuEuCoo47C1VdfrbV/gX/cy5YtQywWw0EHHeTsPx6PI5FIYNWqVVizZg2SySQOO+wwZ5sZM2Zg6tSpWvtdtmwZNmzYgHnz5jn7sW0blmXhrbfecoTr5s6d69lu4sSJePPNNwEAzz77LGzb9qTNA3Ci7QcccAD23HNP3HXXXbj00kvxxBNPYN26dTjttNPyjisWi6GhoSHr/ddeew1777235z05DR/IROyBzLl96aWXsGHDBpxxxhl47733nIj9//zP/yCdTuPMM8/0fFdTUxOATLaD+JsQQkj9QMOeEEJIzTNmzBh8+9vfxve//3184Qtf8PxbV1cXWltbs7YZNmwYurq6nNe5jHoAHgO50Hu2bQPIGGZf//rXcc0112CvvfZCW1sbfvzjH3tqqIuRTqdxyimnoKGhAXfddRcsywIA9PT0AACuv/56jBw50rONGH93d7dj5AtyHb8q/t+lp6cHn/vc53Iav1OnTsU///lPNDQ0IBqNBhpDT08PDjjgAFx11VVZ/yY7afznwrIs51z09fWhsbExpyEuOOecc/DTn/4Ul156Ke68804sWrQI48ePz/v5cePG4d133816f/ny5bjggguc17ZtY+nSpbj77rud94Rh39HRgR//+Mc4//zz0dLSgvb2dsTjcfT29uKmm27Ceeedl/W7b968GU1NTc53EEIIqS9o2BNCCKkLLrroItxyyy24+eabPe/PmDEDq1atQiwWcyK1W7Zswccff4zp06eXfBwPPPAAzjrrLE97sm3btjnGuQqXXnopnn/+ebz44oseg3iXXXYBkIka+yPVgp133hmvvfaa5z0h5FYKdtllF6xfv77g/mOxGN5//31MmzYNQCbKvHr1aucz4ph6e3ud9zZt2oRUKuXZjxCl0/ntZHbddVf09fXhnXfeyVszf+qpp+I73/kOHn74YTzwwAO49957C37n/vvvj9///vee93p7e7Fy5UpPxP6VV15BT08PDj30UOc9YZQ/9dRTeO6555x9Cf2Ee+65B++//z6+9rWvZe331VdfxYEHHlj0mAkhhNQmFM8jhBBSF7S0tOCKK67A9ddf7+nXfvzxxyMSieDaa68FkImGX3zxxZg2bRoOP/zwko9j1KhReO2115wxPPDAA3jssceUt//d736HG2+8Eb///e+z0tenTZuGxYsX49vf/jbef/995/2nn34a999/PwDgzDPPxDPPPIOlS5cCyLQFLGVf+gsuuAB/+MMfcM899zjvbdy40Un132effbD33nvjsssucwz1q6++2pMdMX78eIwdOxb/7//9PwBAKpXClVde6dnPueeei/feew9XXHEF0uk0gEwU/5prrkF3d7fSWOfNm4c5c+bgggsucETrNm7c6KjzA8DIkSOxZMkSnHXWWWhvb8exxx5b8DsXLVqE7du3Y/ny5c57K1asgG3bmD17tvPen/70Jxx99NGejAJh2F999dU444wzsMMOOwAA2traYFkWrrnmGnzpS1/C2LFjs/b717/+Fccff7zScRNCCKk9aNgTQgipG8455xyMGzfO0xJt+PDh+N3vfoc77rgDEydOxPjx4/Hkk0/i3nvvLZiibcqll16KtWvXYtKkSdh5553xzW9+U6v3+K233oqmpiZ885vfzNnu7je/+Q3mzJmD3XbbDTNnzsTo0aPx/e9/H7vvvjuAjGF9/fXX4/jjj8eMGTMwffp0zJs3r2THt2TJEtxyyy34+te/jgkTJmD69OnYZ599nPR1y7Lw61//Gs899xzGjx+PSZMm4cUXX8TMmTOd77AsCz//+c/x4x//GLvssgsmTpyISCSCcDjsfGbWrFl44IEH8Jvf/AZjxozBbrvthsmTJyMej6O5uVlprKFQCH/84x/R09OD8ePHY+bMmdh3330xbtw4z+fOOeccbN68GV/60pdyllnIjB07Fqeccoqnrd7y5csxbdo0tLW1Oe/56+uBTPlHJBLBBx98gIsuusgzzmHDhuGDDz7AN7/5zax9Ll++HKtWrcIZZ5yhdNyEEEJqD8sWhWaEEEJIDbFt2zasWrUqKyV83bp1+OijjzBt2jSMHj3aeT+VSuGdd95BOBzGLrvs4knvFiJ3M2bM8HzXG2+8gXHjxjmRVQB4/fXXMXHiRM93L1++HDvttJNT955KpbBq1SpYloUZM2bgww8/RF9fn5NK//bbb6OtrQ077rgjgIzw2uTJkzFq1Ci8/fbbnui2YOrUqRgzZozzevv27Vi7di0mT56cs+5627Zt2LBhA6ZPnw7btvHGG29g7733zmu4+scUi8WwYsUKzJ49O6cDJJVK4d1330VTUxN22mmnrHT5VCqFt956C+PHj8fo0aNx0EEH4bjjjsMll1zifKavrw+rV6/GlClT0Nraipdffhm77LIL2tvbnc/Yto333nsPqVQK06dP9xj/K1euRGNjIyZPnuy8t27dOs9vLVi/fj26urowY8YMz3cAmXM6Z84cvPnmm46DpBBr167Fvvvui9deew077rij893CefHRRx9h8uTJ2LBhg+ecAZmU+mg06og2Cl577TWEQiFHFFBmyZIlOOigg/Dtb3+76NgIIYTUJjTsCSGEEFJxchn2Q4UzzzwTa9euxV//+lflbd59912MGjXK4+AR3HHHHbjzzjvx7LPPlmR8L7/8MmbPnp0lSEgIIaR+oHgeIYQQQkgO7r//flxxxRXYsGEDli1bprWtPyNA5pOf/CSOOuqogKNzkVsuEkIIqU8YsSeEEEJIxXnrrbcwYsSIgq3kys2mTZuwbt06zJgxw1MfTwghhAw1aNgTQgghhBBCCCFVDFXxCSGEEEIIIYSQKoaGPSGEEEIIIYQQUsXQsCeEEEIIIYQQQqoYGvaEEEIIIYQQQkgVQ8OeEEIIIYQQQgipYmjYE0IIIYQQQgghVQwNe0IIIYQQQgghpIqhYU8IIYQQQgghhFQxNOwJIYQQQgghhJAq5v8DLjOpP9BL1mYAAAAASUVORK5CYII=", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "span_in_symbols = 8 # Filter span in symbols\n", "samples_per_symbol = 8 # Number of samples per symbol, i.e., the oversampling factor\n", "\n", "rrcf_short = RootRaisedCosineFilter(span_in_symbols, samples_per_symbol, beta)\n", "rrcf_short_blackman = RootRaisedCosineFilter(span_in_symbols, samples_per_symbol, beta, window=\"blackman\")\n", "\n", "rrcf_short_blackman.window.show(samples_per_symbol)\n", "rrcf_short_blackman.window.show(samples_per_symbol, domain=\"frequency\", scale=\"db\")\n", "\n", "rrcf_short.show()\n", "plt.title(\"Impulse response without windowing\")\n", "\n", "rrcf_short_blackman.show()\n", "plt.title(\"Impulse response with windowing\")\n", "\n", "rrcf_short.show(\"magnitude\", \"db\")\n", "plt.title(\"Magnitude response without windowing\")\n", "\n", "rrcf_short_blackman.show(\"magnitude\", \"db\")\n", "plt.title(\"Magnitude response with windowing\")\n", "\n", "print(\"ACLR (db) without window\", 10*np.log10(rrcf_short.aclr.cpu().numpy()))\n", "print(\"ACLR (db) with window\", 10*np.log10(rrcf_short_blackman.aclr.cpu().numpy()))" ] } ], "metadata": { "kernelspec": { "display_name": ".venv", "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": "3.12.12" } }, "nbformat": 4, "nbformat_minor": 5 }