{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import netCDF4 as nc\n", "import matplotlib.pyplot as plt\n", "from salishsea_tools import bio_tools as bt, places\n", "import xarray as xr\n", "import os\n", "import glob\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Data are from the following Jupyter notebooks:\n", "DataFig8_Experiment1_TempNutDependence.ipynb\\\n", "DataFig8_Experiment2_TempNutDependence.ipynb\\\n", "DataFig8_Experiment3_TempNutDependence.ipynb\\\n", "DataFig8_Experiment4_TempNutDependence.ipynb\\\n", "DataFig8_Experiment5_TempNutDependence.ipynb\\\n", "DataFig8_Experiment6_TempNutDependence.ipynb\\\n", "DataFig8_Experiment7_TempNutDependence.ipynb\\\n", "DataFig8_Experiment8_TempNutDependence.ipynb\\\n", "DataFig8_Experiment9_TempNutDependence.ipynb\\\n", "DataFig8_Experiment10_TempNutDependence.ipynb" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Cold Year Temperature Dependence" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "CY_Orig_T=[2.86842105, 2.86842105, 2.86842105, 2.86842105, 2.71801026,\n", " 2.01759631, 1.6235645 , 1.62594145, 2.17141027, 2.86825685,\n", " 2.86842105, 2.86842105]" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "CY_Nuts_T=[2.86842105, 2.86842105, 2.86842105, 2.86842105, 2.7274651 ,\n", " 2.0077527 , 1.6284581 , 1.62423619, 2.17564158, 2.86842105,\n", " 2.86842105, 2.86842105]" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "CY_Thresh_T=[2.86842105, 2.86842105, 2.86842105, 2.86842105, 2.86842105,\n", " 2.64575917, 2.24499514, 2.24699953, 2.78350883, 2.86842105,\n", " 2.86842105, 2.86842105]" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "CY_Winds_T=[2.86842105, 2.86842105, 2.86842105, 2.86842105, 2.64321829,\n", " 1.94331649, 1.36563426, 1.49478483, 2.04707723, 2.86842105,\n", " 2.86842105, 2.86842105]" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "CY_Thermal_T=[2.86842105, 2.86842105, 2.86842105, 2.86842105, 2.54163991,\n", " 1.7570548 , 1.61017891, 1.57797733, 2.04603206, 2.86842105,\n", " 2.86842105, 2.86842105]" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "CY_Rivers_T=[2.86842105, 2.86842105, 2.86842105, 2.86842105, 2.71468701,\n", " 2.03334444, 1.64448171, 1.62432392, 2.17722077, 2.86842105,\n", " 2.86842105, 2.86842105]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Cold Year Nutrient Dependence" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "CY_Orig_N=[2.7221158 , 2.708115 , 2.69803772, 2.41223631, 2.13320566,\n", " 1.66596816, 1.77915256, 2.16807684, 2.48353042, 2.62498116,\n", " 2.69787261, 2.7101102 ]" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "CY_Nuts_N=[2.71790914, 2.70250768, 2.68891046, 2.40196264, 2.12980189,\n", " 1.59531493, 1.6377815 , 2.04411366, 2.51137107, 2.63857848,\n", " 2.69545134, 2.70417954]" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "CY_Thresh_N=[2.72226185, 2.70910964, 2.69895643, 2.44240944, 2.12695889,\n", " 1.51937422, 1.68264111, 1.95433637, 2.18702115, 2.60996958,\n", " 2.69769548, 2.71094133]" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "CY_Winds_N=[2.71572291, 2.71303151, 2.67712113, 2.37496349, 2.06269187,\n", " 1.6497327 , 1.46953269, 1.8048202 , 2.3686426 , 2.64092844,\n", " 2.68102867, 2.70679687]" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "CY_Thermal_N=[2.72077093, 2.70944657, 2.68710666, 2.24705017, 2.16685761,\n", " 1.55512552, 1.76019174, 1.94827353, 2.50659433, 2.6735886 ,\n", " 2.70614202, 2.71361351]" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "CY_Rivers_N=[2.7218922 , 2.70928014, 2.69877294, 2.46835869, 2.12827134,\n", " 1.61789777, 1.85068632, 2.18971926, 2.48187948, 2.61765264,\n", " 2.69267453, 2.70909423]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Cold Year Both" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "CY_Orig_B=[2.7221158 , 2.708115 , 2.69803772, 2.41223631, 2.0213472 ,\n", " 1.17181235, 1.00702404, 1.22895696, 1.88004597, 2.6248309 ,\n", " 2.69787261, 2.7101102 ]" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "CY_Nuts_B=[2.71790914, 2.70250768, 2.68891046, 2.40196264, 2.02514213,\n", " 1.11664146, 0.92980022, 1.15747421, 1.90482611, 2.63857848,\n", " 2.69545134, 2.70417954]" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "CY_Thresh_B=[2.72226185, 2.70910964, 2.69895643, 2.44240944, 2.12695889,\n", " 1.40143242, 1.31693396, 1.53094432, 2.12228002, 2.60996958,\n", " 2.69769548, 2.71094133]" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "CY_Winds_B=[2.71572291, 2.71303151, 2.67712113, 2.37496349, 1.90074776,\n", " 1.1176716 , 0.69963375, 0.94052366, 1.69040536, 2.64092844,\n", " 2.68102867, 2.70679687]" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "CY_Thermal_B=[2.72077093, 2.70944657, 2.68710666, 2.24705017, 1.92000117,\n", " 0.95259403, 0.98807796, 1.07178528, 1.78794265, 2.6735886 ,\n", " 2.70614202, 2.71361351]" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "CY_Rivers_B=[2.7218922 , 2.70928014, 2.69877294, 2.46835869, 2.01420589,\n", " 1.14688303, 1.06100874, 1.23998998, 1.88382369, 2.61765264,\n", " 2.69267453, 2.70909423]" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(1,1,figsize=(12,5))\n", "months=np.arange(1,13)\n", "xticks=['Jan','Feb','Mar','Apr','May','Jun','Jul','Aug','Sep','Oct','Nov',\"Dec\"]\n", "\n", "\n", "\n", "ax.plot(xticks,CY_Rivers_T,'--',marker='o',linewidth=1,color='k',label='CY with WY Rivers')\n", "ax.plot(xticks,CY_Nuts_T,'--',marker='^',linewidth=1,color='k',label='CY with WY Nutrients')\n", "ax.plot(xticks,CY_Thresh_T,'--',marker='s',linewidth=1,color='k',label='CY with Increased Temp Threshold')\n", "ax.plot(xticks,CY_Thermal_T,'--',marker='d',linewidth=1,color='k',label='CY with WY Thermal')\n", "ax.plot(xticks,CY_Winds_T,'--',marker='*',linewidth=1,color='k',label='CY with WY Winds')\n", "ax.plot(xticks,CY_Rivers_T,'--',marker='o',linewidth=1,color='k',label='CY with WY Rivers')\n", "ax.plot(xticks,CY_Orig_T,'--',color='b',linewidth=3,label='CY Orig')\n", "\n", "ax.legend(frameon=False)\n", "ax.set_ylabel('Theoretical Ratio of Diatom to\\nFlagellate Growth')\n", "ax.set_xlabel('Month')\n", "ax.set_ylim(0.2,3.0)\n", "ax.set_title('Cold Year - Temperature Dependence',fontsize=18)\n", "ax.axhline(y=1.0,color='grey',linestyle='--')\n", "\n", "#choose 2 colours; 1 for 2008 and 1 for 2019; use solid for the final \"both\" plots\n", "# diff. mortality rates for diatoms/flagellates - how will this effect things?\n", "# response of light function might shift things a small amount" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(1,1,figsize=(12,5))\n", "months=np.arange(1,13)\n", "xticks=['Jan','Feb','Mar','Apr','May','Jun','Jul','Aug','Sep','Oct','Nov',\"Dec\"]\n", "\n", "\n", "\n", "\n", "ax.plot(xticks,CY_Nuts_N,'--',marker='^',linewidth=1,color='k',label='CY with WY Nutrients')\n", "ax.plot(xticks,CY_Thresh_N,'--',marker='s',linewidth=1,color='k',label='CY with Increased Temp Threshold')\n", "ax.plot(xticks,CY_Thermal_N,'--',marker='d',linewidth=1,color='k',label='CY with WY Thermal')\n", "ax.plot(xticks,CY_Winds_N,'--',marker='*',linewidth=1,color='k',label='CY with WY Winds')\n", "ax.plot(xticks,CY_Rivers_N,'--',marker='o',linewidth=1,color='k',label='CY with WY Rivers')\n", "ax.plot(xticks,CY_Orig_N,'-.',color='b',linewidth=3,label='CY Orig')\n", "\n", "ax.legend(frameon=False)\n", "ax.set_ylabel('Theoretical Ratio of Diatom to\\nFlagellate Growth')\n", "ax.set_xlabel('Month')\n", "ax.set_ylim(0.2,3.0)\n", "ax.set_title('Cold Year - Nutrient Dependence',fontsize=18)\n", "ax.axhline(y=1.0,color='grey',linestyle='--')\n", "\n", "#choose 2 colours; 1 for 2008 and 1 for 2019; use solid for the final \"both\" plots\n", "# diff. mortality rates for diatoms/flagellates - how will this effect things?\n", "# response of light function might shift things a small amount" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(1,1,figsize=(12,5))\n", "months=np.arange(1,13)\n", "xticks=['Jan','Feb','Mar','Apr','May','Jun','Jul','Aug','Sep','Oct','Nov',\"Dec\"]\n", "\n", "\n", "\n", "\n", "ax.plot(xticks,CY_Nuts_B,'--',marker='^',linewidth=1,color='k',label='CY with WY Nutrients')\n", "ax.plot(xticks,CY_Thresh_B,'--',marker='s',linewidth=1,color='k',label='CY with Increased Temp Threshold')\n", "ax.plot(xticks,CY_Thermal_B,'--',marker='d',linewidth=1,color='k',label='CY with WY Thermal')\n", "ax.plot(xticks,CY_Winds_B,'--',marker='*',linewidth=1,color='k',label='CY with WY Winds')\n", "ax.plot(xticks,CY_Rivers_B,'--',marker='o',linewidth=1,color='k',label='CY with WY Rivers')\n", "ax.plot(xticks,CY_Orig_B,'-',color='b',linewidth=3,label='CY Orig')\n", "\n", "ax.legend(frameon=False)\n", "ax.set_ylabel('Theoretical Ratio of Diatom to\\nFlagellate Growth')\n", "ax.set_xlabel('Month')\n", "ax.set_ylim(0.2,3.0)\n", "ax.set_title('Cold Year - Both',fontsize=18)\n", "ax.axhline(y=1.0,color='grey',linestyle='--')\n", "\n", "#choose 2 colours; 1 for 2008 and 1 for 2019; use solid for the final \"both\" plots\n", "# diff. mortality rates for diatoms/flagellates - how will this effect things?\n", "# response of light function might shift things a small amount" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Warm Year Temperature Dependence" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "WY_Orig_T=[2.86842105, 2.86842105, 2.86842105, 2.86842105, 2.45133527,\n", " 1.69821143, 1.38141568, 1.44842769, 1.8992004 , 2.86842105,\n", " 2.86842105, 2.86842105]" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [], "source": [ "WY_Nuts_T=[2.86842105, 2.86842105, 2.86842105, 2.86842105, 2.43920512,\n", " 1.72189713, 1.37359899, 1.44407755, 1.88229223, 2.86842105,\n", " 2.86842105, 2.86842105]" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [], "source": [ "WY_Thresh_T=[2.86842105, 2.86842105, 2.86842105, 2.86842105, 2.86842105,\n", " 2.33059088, 2.14874167, 2.17337652, 2.52881557, 2.86842105,\n", " 2.86842105, 2.86842105]" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "WY_Winds_T=[2.86842105, 2.86842105, 2.86842105, 2.86842105, 2.52198388,\n", " 1.73792928, 1.61267925, 1.5718178 , 2.00825825, 2.86842105,\n", " 2.86842105, 2.86842105]" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "WY_Thermal_T=[2.86842105, 2.86842105, 2.86842105, 2.86842105, 2.64446494,\n", " 1.92909246, 1.36809396, 1.49889916, 2.07185707, 2.84837706,\n", " 2.86842105, 2.86842105]" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [], "source": [ "WY_Rivers_T=[2.86842105, 2.86842105, 2.86842105, 2.86842105, 2.45404626,\n", " 1.72678252, 1.37297695, 1.4480068 , 1.91139694, 2.86842105,\n", " 2.86842105, 2.86842105]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Warm Year Nutrient Dependence" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [], "source": [ "WY_Orig_N=[2.7126459 , 2.70724865, 2.63142545, 2.22242729, 2.05778208,\n", " 1.4703158 , 1.4229895 , 1.48950696, 2.38215846, 2.65003116,\n", " 2.66552833, 2.69291243]" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [], "source": [ "WY_Nuts_N=[2.71727345, 2.71311531, 2.64164468, 2.25438784, 2.07111979,\n", " 1.51737876, 1.38228074, 1.56798219, 2.36533578, 2.65740654,\n", " 2.67408585, 2.70278797]" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [], "source": [ "WY_Thresh_N=[2.71286572, 2.70688654, 2.63375055, 2.20795307, 1.98546482,\n", " 1.21375624, 1.00224684, 1.42106794, 2.2511846 , 2.62020713,\n", " 2.6608295 , 2.69037836]" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [], "source": [ "WY_Winds_N=[2.71603946, 2.70712962, 2.66984273, 2.13894932, 2.0946076 ,\n", " 1.39087506, 1.70046397, 1.88280444, 2.49536915, 2.66640822,\n", " 2.69583131, 2.70158617]" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [], "source": [ "WY_Thermal_N=[2.71277626, 2.70691177, 2.66506309, 2.23651721, 2.05746729,\n", " 1.61199503, 1.3814027 , 1.72196999, 2.42973229, 2.63896021,\n", " 2.66972934, 2.69440864]" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [], "source": [ "WY_Rivers_N=[2.71312929, 2.70705032, 2.63109434, 2.25416726, 2.06368532,\n", " 1.61223576, 1.44798715, 1.44531944, 2.39809586, 2.65546763,\n", " 2.67459232, 2.69711616]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Warm Year Both" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [], "source": [ "WY_Orig_B=[2.7126459 , 2.70724865, 2.63142545, 2.22242729, 1.75856811,\n", " 0.87048137, 0.68530386, 0.75213613, 1.57724274, 2.65003116,\n", " 2.66552833, 2.69291243]" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [], "source": [ "WY_Nuts_B=[2.71727345, 2.71311531, 2.64164468, 2.25438784, 1.76120797,\n", " 0.91087399, 0.66193191, 0.78938476, 1.55216165, 2.65740654,\n", " 2.67408585, 2.70278797]" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [], "source": [ "WY_Thresh_B=[2.71286572, 2.70688654, 2.63375055, 2.20795307, 1.98546482,\n", " 0.98617643, 0.75078571, 1.07673024, 1.98465657, 2.62020713,\n", " 2.6608295 , 2.69037836]" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [], "source": [ "WY_Winds_B=[2.71603946, 2.70712962, 2.66984273, 2.13894932, 1.84162872,\n", " 0.8427084 , 0.95603222, 1.03172633, 1.74707465, 2.66640822,\n", " 2.69583131, 2.70158617]" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [], "source": [ "WY_Thermal_B=[2.71277626, 2.70691177, 2.66506309, 2.23651721, 1.89682756,\n", " 1.08411122, 0.65886028, 0.89981886, 1.7549927 , 2.62051965,\n", " 2.66972934, 2.69440864]" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [], "source": [ "WY_Rivers_B=[2.71312929, 2.70705032, 2.63109434, 2.25416726, 1.76556341,\n", " 0.97056202, 0.69308269, 0.72961129, 1.59799172, 2.65546763,\n", " 2.67459232, 2.69711616]" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(1,1,figsize=(12,5))\n", "months=np.arange(1,13)\n", "xticks=['Jan','Feb','Mar','Apr','May','Jun','Jul','Aug','Sep','Oct','Nov',\"Dec\"]\n", "\n", "\n", "\n", "ax.plot(xticks,WY_Rivers_T,'--',marker='o',linewidth=1,color='k',label='WY with CY Rivers')\n", "ax.plot(xticks,WY_Nuts_T,'--',marker='^',linewidth=1,color='k',label='WY with CY Nutrients')\n", "ax.plot(xticks,WY_Thresh_T,'--',marker='s',linewidth=1,color='k',label='WY with Increased Temp Threshold')\n", "ax.plot(xticks,WY_Thermal_T,'--',marker='d',linewidth=1,color='k',label='WY with CY Thermal')\n", "ax.plot(xticks,WY_Winds_T,'--',marker='*',linewidth=1,color='k',label='WY with CY Winds')\n", "ax.plot(xticks,WY_Rivers_T,'--',marker='o',linewidth=1,color='k',label='WY with CY Rivers')\n", "ax.plot(xticks,WY_Orig_T,'--',color='r',linewidth=3,label='WY Orig')\n", "\n", "ax.legend(frameon=False)\n", "ax.set_ylabel('Theoretical Ratio of Diatom to\\nFlagellate Growth')\n", "ax.set_xlabel('Month')\n", "ax.set_ylim(0.2,3.0)\n", "ax.set_title('Warm Year - Temperature Dependence',fontsize=18)\n", "ax.axhline(y=1.0,color='grey',linestyle='--')\n", "\n", "#choose 2 colours; 1 for 2008 and 1 for 2019; use solid for the final \"both\" plots\n", "# diff. mortality rates for diatoms/flagellates - how will this effect things?\n", "# response of light function might shift things a small amount" ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 42, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(1,1,figsize=(12,5))\n", "months=np.arange(1,13)\n", "xticks=['Jan','Feb','Mar','Apr','May','Jun','Jul','Aug','Sep','Oct','Nov',\"Dec\"]\n", "\n", "\n", "\n", "\n", "ax.plot(xticks,WY_Nuts_N,'--',marker='^',linewidth=1,color='k',label='WY with CY Nutrients')\n", "ax.plot(xticks,WY_Thresh_N,'--',marker='s',linewidth=1,color='k',label='WY with Increased Temp Threshold')\n", "ax.plot(xticks,WY_Thermal_N,'--',marker='d',linewidth=1,color='k',label='WY with CY Thermal')\n", "ax.plot(xticks,WY_Winds_N,'--',marker='*',linewidth=1,color='k',label='WY with CY Winds')\n", "ax.plot(xticks,WY_Rivers_N,'--',marker='o',linewidth=1,color='k',label='WY with CY Rivers')\n", "ax.plot(xticks,WY_Orig_N,'-.',color='r',linewidth=3,label='WY Orig')\n", "\n", "ax.legend(frameon=False)\n", "ax.set_ylabel('Theoretical Ratio of Diatom to\\nFlagellate Growth')\n", "ax.set_xlabel('Month')\n", "ax.set_ylim(0.2,3.0)\n", "ax.set_title('Warm Year - Nutrient Dependence',fontsize=18)\n", "ax.axhline(y=1.0,color='grey',linestyle='--')\n", "\n", "#choose 2 colours; 1 for 2008 and 1 for 2019; use solid for the final \"both\" plots\n", "# diff. mortality rates for diatoms/flagellates - how will this effect things?\n", "# response of light function might shift things a small amount" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 43, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(1,1,figsize=(12,5))\n", "months=np.arange(1,13)\n", "xticks=['Jan','Feb','Mar','Apr','May','Jun','Jul','Aug','Sep','Oct','Nov',\"Dec\"]\n", "\n", "\n", "\n", "\n", "ax.plot(xticks,WY_Nuts_B,'--',marker='^',linewidth=1,color='k',label='WY with CY Nutrients')\n", "ax.plot(xticks,WY_Thresh_B,'--',marker='s',linewidth=1,color='k',label='WY with Increased Temp Threshold')\n", "ax.plot(xticks,WY_Thermal_B,'--',marker='d',linewidth=1,color='k',label='WY with CY Thermal')\n", "ax.plot(xticks,WY_Winds_B,'--',marker='*',linewidth=1,color='k',label='WY with CY Winds')\n", "ax.plot(xticks,WY_Rivers_B,'--',marker='o',linewidth=1,color='k',label='WY with CY Rivers')\n", "ax.plot(xticks,WY_Orig_B,'-',color='r',linewidth=3,label='WY Orig')\n", "\n", "ax.legend(frameon=False)\n", "ax.set_ylabel('Theoretical Ratio of Diatom to\\nFlagellate Growth')\n", "ax.set_xlabel('Month')\n", "ax.set_ylim(0.2,3.0)\n", "ax.set_title('Warm Year - Both',fontsize=18)\n", "ax.axhline(y=1.0,color='grey',linestyle='--')\n", "\n", "#choose 2 colours; 1 for 2008 and 1 for 2019; use solid for the final \"both\" plots\n", "# diff. mortality rates for diatoms/flagellates - how will this effect things?\n", "# response of light function might shift things a small amount" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "data": { "image/png": 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5hOanQggWL15MsWLFsLOzI1OmTHTq1MnodxCSP8/cuXMnFStWxN7eHldXVxo1asTly5djO3R8/PiRcePGUbRoUezt7XF0dMTLy4uVK1caHCcj+vXl1atXdO/enaxZs2q/Y7/88kuM+7t06RIdO3YkZ86cWFtbkzlzZipWrMhPP/2En5+f3vKmfLaaPXs24eHh1K5dm+7duxtdrkaNGvTs2ROAmTNn6ow/k9jnlug+f/6Mra0tlpaWMd6HGjVqhEKhiPXYSl8xc0toKR7OnDkTY1cH8+bNE1ZWVtrm/Ib+jNG8EnflypWkCl8IIURkZKRwdnYWgDh27JjOvGHDhglAnDp1Spw4cUIAYuzYsTrLHDx4UADC1dVVqNVqIYQQz58/1752njVrVuHp6SkKFSqkfb3Y3d1dvHnzRi8WzSs8kydPFtbW1sLBwUGULl1a5MmTR/sqo+YVnvnz5wulUikyZcokPD09ta9iZM2aVbx+/Vr7+kaOHDlEiRIlhLW1tbbbieDg4HgfpyZNmghAfPfdd0IIIX799Vft9v39/bXLzZ8/XygUCgEIFxcXUapUKeHq6ioAYWlpKbZv36637Zo1awpApEuXThQuXFh4enpqX+9UKpVi48aNeuusXbtWAKJ169bC09NTKBQKUbhwYVGqVClRp06deJcvsTTns6FXKgcPHqydnylTJlGqVCnh5OQkAOHk5CTOnj2rs/yTJ08EIHLlyiWGDh0qAJE3b15RtGhRoVKpBCBq1KghIiMjRbNmzQQgChcuLAoWLKg99p07d9aLQ/P65oABA4Sbm5tQKpWiZMmSokCBAtr4mjVrJiIjI/XWPXHihPZ7YmtrK4oVKybc3Ny06w0bNkxvnbicz6dPnxaAUKlUIkeOHKJMmTIif/782nJ6enrqvA579epV4e3trT1+RYsWFd7e3to/TTcPsb3OFf0YG5vet29fAQg3NzdRpkwZkS5dukQdj5jE1J3F10aNGiUAUalSJb15W7Zs0V5zHR0dRcmSJUWWLFkEIBQKhVi0aJHeOpprysyZM4VCoRAuLi6iTJky2u+thYWF2Lp1q8FYEnNujx49Wvv/0a9RWbNmFe/fv9fb18mTJ4Wtra1222XKlNGW7aeffjJ6T/Hz8xNVqlTRliVXrlyiaNGi2uNUuHBh8fbtW511NNeX9u3biypVqgiFQiGKFCkiChYsKCwsLAQgateubfCY/P3339pjYGlpKYoXLy6KFi0q7OzsDL6i+eLFC+Hh4aH9HuTLl08ULlxY+x2oVKmS3ivhMdG8Uj148OBYlw0PD9dea2fMmKEzT3NeLF68WFhaWgpXV1dRunRp7XmvUqkMXu8MvV6+fPlyAYjGjRsbjaVo0aICEPv27YtrUSUpVYgpV65bt64AxOHDhw2uO2TIkBi7s1i5cqUAxMCBA00Zcrxt3LhRACJjxowiPDw8QdvQ3BM0uWXp0qW118306dOLS5cu6a1jrDuLiIgI0bhxY+32ChQoIEqUKCGUSqXImTOnthu6uHZnoeHn5ydy5MghALFw4UIhhBBt2rQRgGjSpIl2ubCwMNGqVSvt/rNlyyZKlCihLU/WrFnF/fv39bavVCqFQqEQmTJlEiVLlhRFixbV5veurq7i33//1VtH0+3J6NGjRbp06YS1tbX2uWPSpEnxKl9ixdSdRWLuxe3atRMVKlQQSqVSFC9eXLi7u2v3M3nyZPH27VuRP39+YWVlJUqVKiWyZcumnb9mzRq9WDTnzZQpU4SVlZVwcHAQZcqUEVmzZtWuN2/ePINlTMhzjmabs2bNEoDInDmzKFu2rMiYMaN48uSJEEKIqVOnanPKvHnzijJlyoicOXNq1+3bt6/ONlevXq19VgZ0cmFvb2/x+vVrIUTsXbdojnGXLl0MTo/tOSshxyMmMXVn8bXy5csLQIwfP15vXmLy0379+glA5MyZU5QuXVr7/J4xY0Zx7949vX0ld545e/ZsbdmyZs0qSpcuLRwcHIS1tbX2PDL0PHH79m2RPXt2AQgrKyvh4eEh8ubNq/38WrZsqa3L0NBcXyZNmiSyZMkibGxshKenp853bNq0aUbj1GzbyclJlC5dWuTNm1dYWloavG6b8tkqLCxMe72NS9dJ165d0+7n3Llz2umJeW4xdC1s165djNeXN2/eCJVKJaysrEza1dy3QFYipyK3bt0SgChbtqzevPPnzwtAODs7i3Xr1omnT5/q9AWnuVEbo3mgfPToUZLEHl39+vW1yUR05cqVE1ZWViI4OFgEBQUJS0tLUaVKFZ1lxo4dK0C3H53Pnz+LdevW6X35P336pE1cDfWZprlxKpVK0bt3bxEYGKidp6lE0DzYW1painnz5mkr/D59+iS8vLwEIBo2bCjs7Ox0Kl99fHy0fWAuXbo03sfoxYsX2pvvwoULtf+/d+9e7TIHDx4UCoVCZMiQQS9pWLVqlVCpVMLR0VG8evVKZ962bdvEzZs3daap1Wqxa9cu4eDgIJycnHQqqoX4/5uvUqkUBQoUEHfu3NHOS0gleWJpbhRf3xCXLVsmAJE7d26deREREdr+pHPkyKETs+aGpVKphLOzs/j777+1827duqVNzpo1ayZy5Mghrl27pp1//PhxbdLy9cOGJpFUqVSiWLFi2sRViKgKOs2Ne8mSJTrrvXz5Uri4uAiFQiFmzJih8z0+e/asNiGJfi4IEbfz+enTp2Lr1q3iy5cvOuu+fv1a21+5oYeg2PpBTGwlslKpFPb29mL37t16MSf0eMQkPpXIe/fuFYCwsbHRmX7jxg1hbW0tbGxsxIoVK3R+DNizZ49wcnISSqVSXL9+XWc9zTVFpVKJoUOHirCwMCFEVAXjyJEjtcnf19/bxJ7bTk5OOn07v379WhQvXlwAYtSoUTr7CggI0D64d+7cWXsuRUZGinnz5mkTUkP3lLZt22orcB4/fqyd/vHjR/Hdd99pE+foNNcXS0tL4eHhofOwf/78ee317+DBgzrrPXv2TPs96ty5s849IDIyUuzbt0/s2bNHZ1rFihUFINq2bavz4+Lz589F5cqVBRjvs/9rarVaODg4CEDs2LEjTutoKlq+ruCNfq+ZOXOmiIiIEEJEJeYdOnQQgChfvrze9gx9N/38/ISdnZ1QqVR6D1JCCHHlyhUBUf2oavYjSWlFTLlynTp1BCD++usvg+vGVok8d+5co5Uoyal///7avCQhNPc1lUolNmzYoJ3u5+cnmjdvLiCqAcbXP6gZywUWLlwoIKry+fTp09rpT548EUWLFtXeM+JbiSxE1P0UEA4ODmLJkiXae+SLFy+0y2gqG0qVKqWTowUFBYnvv/9eAKJMmTJ6216+fLl4+fKlzrSgoCAxffp0AYhq1arpraOp5FEqlaJJkyY6953kzodjqkRO7L24WLFi4r///tPO27x5s7ayqU6dOqJ69eo69xfNMcuaNavefUVz3qhUKtG2bVsREBAghIi6hy5atEg77+t8KaHPOZpjYmVlJVasWKGtqAsPD9f+6HL69Glx7NgxvVhv3LghChcuLMBw3+fGjrdGYiuRY3rOSujxiEl8KpE1jb3q1q2rMz2x+amlpaXYvHmzdp6vr6+oVauWAES5cuX0KlqTM8+8evWq9semJUuWaGP58uWLaNOmjfba9vXzREBAgMibN68AxKBBg3T6Bv73339FkSJFDD4Daq4vlpaWomXLluLTp0/aeUuXLtU+j0SfLoQQu3bt0p4/8+bN0z5bCCFEYGCgWLFihc45Zepnq0uXLmm/G1+Pz2WIWq3W5u/RK3gT+twihOHv5pEjRwQgihcvbjCOefPmGTxfpNjJSuRU5O3btwKiWkl+TVP5sHjxYr15QUFB2l+mjNFcLKJf5JLKjBkzBOj+4hcYGCgsLS1FxYoVtdPKly8vbGxsRGhoqHaa5pfHuXPnxnl/bm5uws7OTq+1hubGWaJECYOtQYX4/wd7Q52/Hz58WHvBMtQKTXNTjd5aIj40rY81f23bttWZ7+npKQCdirfoNDd7Y4OSGDJ+/HgB6LVG1tx8Ielbq8eFoUrk0NBQkSVLFqFUKsXVq1cNrqcZFOe3337TTtPcsACxYMECvXXGjBmjnW/o11VNMjN//nyd6ZpE0tgx0yTO7u7uOgmSpjX0Dz/8YLAMmoe/GjVq6EyPy/kck6CgIGFlZSXy58+vNy+pK5G/TiKiS+jxiEl8KpGvX7+ujTH69VGTqGpaR31t8eLFAhDdu3fXma65ppQoUcLgeprv9Y8//qidZopz29Dx1Tycf51crVq1SgAie/bsOomohuZNia/vKTdu3NB+zl//ECVE1HXezc1NKBQKncHnNNcXhUJhsPWb5hwYNGiQznRN5UDNmjX1HjIM0ZS3bNmyBlvvvXr1Sjg4OAgHB4c4tUb+/Pmz9jjcuHEj1uWF+P9KqlKlSulM15wXhloPv3//XtsC4+vk3Nh3s1OnTkavaYMGDRIQ98pySUpNYsqVu3btKgCxcuVKg+tqruvGKpHHjRsX43U/uWjeijJ2X4yNpkWlodw1MDBQ+8bE6tWrdeYZut6o1WptC85ffvlFb3uaH60SWoksxP+3Ptb8LVu2TDvv3bt3wtraWjg5OYnnz5/rrRsZGSnKli0rIOpNx7jSDK4bvbJaiP+v5MmSJYu2MtRcjFUim+JebCjXqFChgrYi+evK94iICO2z5Nfras6bTJkyGaxo13zvvn6rL6HPOZpjktA3Bv7++28BiF69eunNS+pK5Jies5LiuS8+lcg///yzXv5iivz069xOiKjruKZFcvQ3l5M7z+zYsaOAqEGTvxYcHCwyZcpk8HlC84zXvHlzg8fkxo0bQqFQiDx58uhMj+36ojkHvm64oHnDLq6fvamfrTSV2OnTp4/T8kIIUbJkSb0YEvrcIoTh76Zarda+SRH9B0YNTaW0fCsv/mSfyKlIpkyZyJIlC8+ePSM4OFhn3qdPnwBwc3PTW2/btm0IIYxu19/fn1evXpE7d26dDtCTiqYv4/Pnz2v7wblw4QLh4eE6ff16e3sTEhLCpUuXAAgLC+PixYuA4UH1jh07xg8//EDDhg2pUqUKlSpVolKlSvj5+REUFGS0T+iOHTtiYRHzV6FHjx5600qWLBnj/FKlSgHEue+er/Xp00d7rFxcXFi4cKF23rNnz7h69SqZMmWiSZMmBtfXTNf0Zxudj48Ps2bNonXr1tSoUUN7rLZs2QIYHzSmSJEieHp6Jqg8Se38+fO8efMGT09P7bH/WkzHBDDYh5Pmc3ZxcaFZs2Z682P7nCtUqGDwmHXv3h0bGxuePn3K/fv3tdN37NgBoO0v6mv16tXDysqKc+fOGexTObbzWa1Ws3v3bvr370/9+vWpXLkylSpVonbt2igUCh4+fKjXX3lyMDZYR2KPR2LZ29tr/1/TN3ZYWBgHDhxAqVTq9WunEdu59v3338c4/fDhw9pppji3DV2jypYtC+ifu5p99+jRA0tLyzjHvnPnTiCqv1FHR0e9+XZ2dtSqVQshhMG+n0uWLEmZMmXiHKdmsNgRI0YY7Ys4Os251LVrV1Qqld78rFmzUrZsWQICArhy5Uqs29OcD6B7nsREs1z0daMzdJ5nyJBB2z9cXO8nmmuZph9DjfDwcDZv3gxg9NyVpNQsplxZk2Nu27ZNb73Pnz/z119/xbhtzQBv0fM/c9BcP+J63YkuICCA8+fPAzBw4EC9+XZ2dvTq1Qsg1uMBUcfEx8cHGxsbg9cUT09PvLy84h1ndIsWLdL2fVy5cmV69+6tnXfgwAFCQ0OpW7cuOXLk0FvXwsKCRo0aAYbvj5cvX2b06NE0adKEqlWravPhBw8eAFFjAxjSokWLBB3/5JDYe3GpUqUM5hqa875+/fpky5ZNZ55SqaR48eKA8ftUjx49sLGx0ZtuKO9J7HMOGM8rNb58+cLKlSvp0qULderU0ebDo0ePBswzgKax5yxTHI/EMpS/mCI/7d+/v960TJky0bJlS0D3vEjuPFNzDezXr5/eOjY2Nkb7/o3t2aV48eK4u7vz33//8eLFC7357dq1M3h9MRTno0ePuHPnDlZWVgwZMsTg/uIbX3yfrRJyT4otH47Pc4sxCoWCLl26APr58PXr17l58yZZsmShXr16cY5biqL/FCWlaJUrV2bbtm1cu3ZNZ5CMAgUKALB69WoaNGigffC/c+eOdqRMYy5duoQQQlthmdTKli2LtbU1AQEBXL9+ndKlS+sMqqfh7e3N/PnzOXPmDN7e3ly+fJmQkBAcHBx0blRhYWG0adMm1oEZPn78aHB64cKFY405b968etMyZswYp/kBAQGxbt8QhUJBjRo1OH36NMWKFdMZWVszuGBISIjOMYsuJCQEiBp0Krr169fTt29f7XxDEnOszEVzTJ4+fWr0mHz+/BnQPyYQ9XkZ+hFF8zka+oyjzzf2ORs7Zvb29ri5ufHw4UMePHhAoUKFCAgI0A7OEf0hyZCQkBA+fPhA5syZ47Q/iCp/gwYNtA+Qxnz69Ak7O7sYlzGlDBkykCFDBr3ppjgeiRX9c9WcHw8ePCAkJAQrKysaNGhgcD3ND3eGzjUw/jlppmseYCHx53aGDBlwdnbWm665pnx97mr2HVuMX9PEuXPnTqODdD579sxonMa+Y4bi/PLli3Ybca2g0MT366+/smnTJoPLaMpu7HOLLvoDTEwDskSnWc7Qww/EfAzu378f5/tJ1apVyZs3rzZJ1jzcHzhwgPfv31OmTBmKFCkSp21JUmpjLFdu1aoVI0eO5K+//mLr1q3aAfYiIyMZNmxYrN+vixcvYmVlRbly5ZI0/thorh9xve5E9+jRI9RqtXbgOUM014bo9yFjNMvkypXLaN5QuHBho4NxxUWmTJkoVqwYJ0+epEaNGjo/Gmqu6xcuXDB6f9QMqhT9ui6EYMCAASxdujTGfafmfNjU9+Kkyoc109++fYu/vz9OTk6Jes6JbX8A165do1GjRjEOgG7ss09KseVXiTkeiaX5XKM/KyU2P7W0tCRfvnwG14spH06OPPPz58/agVoTmg//+OOPzJgxw+Ayvr6+2ji//gEsPnFqftz08PAwmltGlxTPVgm5J8WUD8f3uSUm3bp1Y8qUKWzatIk5c+ZoG5FoKpU7duyIUqmM8/akKLISOZVp2LAh27Zt4/jx4zqJcbdu3Zg3bx579+6lYMGClC1blo8fP3Ly5EmaNWvGxYsXtRfVr504cQLAaGWIqVlbW1OuXDlOnz7N6dOntZXICoUCb29v7XKam9Hp06cZNWqUtqK5QoUKOq3IZs2axa5du8iSJQs//fQTVapUIUuWLFhbW2u3c/bsWcLDww3GE5dfzQwlxtGT2Jjmx9QKPKE0I6z6+/tz9uzZGJeN3hLn8ePH9OrVi/DwcIYNG0bHjh3JmzcvDg4OKBQKVq1apZ1vSEJbXbRq1YrXr1/rTdd8pqagOSbv37+PdeT0r1sngeHPEP7/c4xtvrHPOXrl/9cyZ87Mw4cPtb/CRh85N7bPFQyXI6bPaOjQoZw/f56CBQsyY8YMvLy8yJAhA1ZWVgDkyJGDly9fGv38k4qxmE1xPBJLMzq0ra2tNtHRxBUWFhZrXMZ+rDF2XmgStei/zCf23DZ2fI21WNckZ9F/KDMU49c0cT569IhHjx6ZPM7o37Hoo28bSjRjiu/27duxLhuXc8nJyQkHBwcCAgJ4/PixtqI2JppRyrNnz25wfnyOQUw0o5BPmDCB9evXM2/ePOD/k2bZCllKy4zlyk5OTqxYsYLWrVvTpk0bFi1aRM6cObl48SLv37+nQ4cObNy40eA2Hz9+zIsXL6hXr57B1pTJSXP9ePLkSbzXjX59N/YGh6H7UFy2Z4ypf9yNTnNdf/78Oc+fP49x2ejX9d9//52lS5dib2/PnDlzqF27NtmzZ8fW1haIqljYuHGjSfPhN2/eaFtXRleqVCkWL14c7+0Zk9h7cXLnw9Gnf/nyBScnpwQ/50Rn7DOKjIykdevWvHr1igYNGjBq1CiKFClCunTpUCqVPHr0iPz58yd7Lgyx58OJOR6JpcmHo39eic1PXV1djeaiMeXDyZFnRq+oTGg+HJe32kyVD6dLly7WfUWPDUz3bKW5J3369IlPnz6RPn36GJcXQmjvX4by4fg+t8QkV65c1KhRg6NHj3Lw4EEaN25MRESEtjGJzIcTRnZnkcq0bt0aZ2dnvVZUrq6uXLp0ifbt2xMWFsaePXt4+fIlU6ZM0b66aszmzZvJkCEDzZs3T8rQdWhaPZ8+fZrIyEjOnz9P4cKFta+rQdRNKl++fJw9e1bntZSvW0xrEv5169bRqVMncuXKpa1ABmJNKlMjBwcHIKq1tojq29zon+bXRoCtW7cSHh5O27ZtmTt3LiVLlsTR0VGb+CXVsbp06RJnz57V+zMlzTHp0KFDrMdE88NJcogpqdL8wq2pnNSUAaIqKGMrh+YV97iIiIhg69atQFQ3AN999x3ZsmXTViBHRETw5s2b+BYPiP3BISGtpSBpj0dcaX7o0LxCFT2u7NmzxxqTsWNi7Lz4+pyIvr/kOrc1+4stRmPrrVy5MtY4J02alKgYox+f6AlxTDTxHTlyJNb44pJUKhQKKlSoAMTt9dGIiAjtWwCa9ZJS165dsbCwYOPGjURERPDhwwf279+PlZUV7dq1S/L9S5K5GMuVIaobgiNHjlC5cmWuXbvGwYMH8fDw4Pz580ZbxAHabWm6ejAnTcV4Qrpxin59N3Z/0rTcjUurttjuF2D8nmEKmv2PGzcu1uv6unXrtOtpnh3mzZtHv379yJcvn7YCGZImHw4JCTGYC2taLZpKct6L48PYORJ9+tf5cHyfc+Li4sWLPHr0iFy5crFjxw6qVKmCq6urtjViYj77pM6Hk+J4xJUmH47+JkZi89MPHz6gVqsN7i+mfDg5zu3ozyAJzYcfPnwYa5zVqlVLVJya46Np8R2bpHi2KlGihPbHpbjkwzdu3NDm7smRD3/dxdvBgwd59+6dfCsvEWQlcipja2tLt27duHPnDlevXtWZlyNHDjZu3MiLFy8IDg7mzp07jB49GqVSydOnTw3e0M6fP8/jx4/p3r27tjIpOWj6ND5z5gzXr18nICDA4GswlSpV4vPnz9y6dUv72srXlciam2X01iYaHz58SLLXeszJw8MDiHqFxdjN15CYjhUkXf9fmvMvLpVrCaU5JnFpZZicNK8ZfS0oKEj7q76mOxpnZ2dtP3P//vuvSeN4//49gYGBuLi4ULBgQb35t2/f1vZR/rXY+pvV/GJsLMmKrbWAMUl5POIiKCiI3377DYhq2aaRP39+LC0tef36dYJfdzR2Xmima84JSP5zW7Pve/fuGZxvLPbkjNPJyUn7+l9cX5NOivhatWoFRFVIRG8dbciff/6Jr68vCoVCu15SypEjB7Vr1+bt27ccOnSITZs2ERYWRpMmTXR+sJWktCamXBmgRo0anDp1isDAQD59+sSePXvw8PBg0qRJBn9EEkKwceNGsmfPbrQ/0uTUoEEDHBwcePfuHX/++We81s2XLx8WFhaEhoYa7VdSc7+Nfh8yRrOMj4+P0fEUjN0zTCGh1/WY8uHw8PAkidnd3T3JfvyNLrXlw5rpmTNn1naVkNDnnLjQfPalS5fWaXSkkZhnoaTKh5PyeMTF1atXtWMURc+HE3uuhYeHa9/Q+pq58+F06dJpW12n5HxYUwl6586dOL09khTPVpaWltpxg3799ddYl1+2bBkQ1Uq4fPnyJokhJt999x3p0qVj7969fPz4UfuDomyFnHCyEjkVGjNmDA4ODsyaNSvR25o1axbp0qVj5MiRJogs7ipWrIhSqeTdu3esXr0awGAlsqZ7i2XLlvHx40esrKz0LjaalgOalhPRzZs3z2jFWGqWP39+ihYtysePH7WVXHER07G6d+8ee/fuNVmMya1y5cpkyJCBGzduJGtL49icO3eO69ev601fs2YNISEh5MqVS6dS97vvvgPg559/Nmkcms/e39/f4KtJP/30U6zrGnulSdOv4n///ceHDx/05q9atSre8Wok1fGITWRkJH379uXt27ekT5+ePn36aOfZ2dlRt25d1Go1ixYtStD2jfXDqJlep04d7bTkPrc1+169erXB1zmNxa55m2XDhg0GzwNT0ySsmq4aYqM5l5YvXx5jn/DxoXn7xdfX1+AgVRqvXr1i+PDhQFQryfz585tk/7GJ3vpCdmUhfUtMmSvv2rWL+/fvM2XKFIODcia3dOnSaa83Q4YMibXl4dmzZ7UNMRwcHLQVp4a6UAgODtbes+vWrRtrLIUKFcLNzY3g4GCD+ej169djHYchMRo2bIiVlRUHDhwwOoC2ITHlw2vXro311fyULLnvxXG1evVqQkND9aYbynsS+pwTFzF99uHh4THmm3HNhzUVrtEFBgbyxx9/xDdcIGmPR2w+fvyoHZysZs2aOi2RTZGfGsop379/rx0ANfp5kdzndu3atYH/r/SMLjQ0lDVr1hhcT5NvLlq0yOSNpr6WN29eihYtSlhYWJyfSZLi2WrUqFFYWlry119/GT0uAMePH2flypUA2saOSc3GxoZ27doRFhbGkiVL2Ldvn3wrL5FkJXIqlClTJkaMGMH27du5c+dOgrdz7do19uzZw5gxY3B1dTVhhLFzdHSkRIkSQFSyBjFXImuWKVOmjM7rZtHXiz4oihCC3377jblz55q977qkMnv2bBQKBf3792fVqlV6rzT+999/TJ8+XTsCK/z/sVq6dKlOxeaDBw9o1apVsrZGNzUbGxumTJkCRLUO3Llzp96N+/bt24waNcrkXWnERKVS0bVrV50+yc+cOcOPP/4IwPDhw3Va+o4aNQoXFxfWr1/P0KFD9V5P+vjxI2vWrGHatGnxiiNdunQUKVKEiIgIfvjhB8LCwoCoytLZs2ezZcsWo5+/Jik29oqSi4sL5cqVIzQ0lKFDh2orHiMjI5k1a5bOyMrxlVTHw5jw8HCOHDlC9erV+f3331EqlWzevFmv392pU6dibW3NtGnTmDVrlt4DxevXr1m4cKHBxBOizsWRI0dqj1VERARjx47lypUrODo60rdvX+2yyX1ut2vXjuzZs/PixQv69OmjLZsQgoULF3LgwAGD65UpU4bWrVvz4cMHateuzbVr13TmR0ZGcuLECTp06GDwQTK+RowYgbOzM0eOHKFHjx58+vRJO0+tVnPgwAH27dunnda8eXO8vLy4d+8ejRs31msRFBoayv79+42Otm2IjY0NGzZswNramt9++43WrVvrfNeFEBw5coQqVarw8uVLcubMyS+//JKIUsdPs2bNcHV1ZdeuXVy5ckWOQi19M0yVKwshmDJlCkWLFk1RP8BMmjSJChUq8PbtWypUqMDvv/+u9+PYgwcP6N+/P9WqVdN57Voz4PbSpUt1uvz48uULnTt35v3797i7u9O2bdtY47CwsGDo0KFAVJcS0Qe7evbsGV26dNEO9p0UsmXLxpAhQwgPD6du3bp6FVlCCC5evEi/fv10Wl5r8uHx48frVBgfOnSIESNGpOpnh+S+F8fVhw8f6NGjh7ZLByEES5cuZceOHSiVSu15pJGQ55y48PLyQqVScfbsWZ0KWT8/Pzp06GCwclkjtny4evXq2NjYcPnyZVasWKGd/vnzZ7p27Zqois+kOh7G+Pv7s379ejw9Pbl9+zZZsmTR6RIGEp+fqlQqli5dqq0whqi8vmPHjoSEhFCmTBmqV6+unZfc5/YPP/yAhYUFW7duZdmyZdqyBQYG0r17d6NvI/bp04c8efJw/PhxOnTooDcuUEBAAFu3btU75xNK8ww0adIkFi1apNMAJCgoiFWrVum0mk6KZ6vixYszffp0IGrAvilTpui8oRcSEsLy5ctp0qQJarWaRo0a6TTQSWqa3H7q1KnyrTxTEJJkJoMHDxaAAES2bNkMLqNWq4Wrq6t2udGjR+stc/nyZWFtbS0A4eTkJEqXLi2yZcsmANGpUydRtWpVAYjjx4/rrGdsenS5cuUSgHjy5InB+Zq4DHny5IkARK5cuYxuPzYTJ04UgKhatarB+UuWLBFKpVIAwtHRUZQuXVqUKVNGZM6cWRvbr7/+ql0+PDxceHl5CUAolUpRuHBhUbRoUaFQKETWrFnFtGnTBCC6dOmis5+1a9canG4umrIZ+uxGjx6tne/i4iLKli0rPD09hYuLi3b6wYMHtcvH9jkdP348xs/A2LHRfHb9+/cXbm5uQqVSiZIlS4qCBQtq42jcuLGIjIzU2+aZM2dEhgwZBCAsLS1FsWLFRPny5UWePHmEQqEQgGjTpo3OOnE5n/fs2aNd38XFRZQpU0a7nwkTJhg930+dOqWNuUCBAqJKlSqiatWqOsfx+PHjQqVSCUCkS5dOlClTRri6ugqVSiUWL15s8BjH9TuSkOMRE81n4+TkJLy9vYW3t7eoUKGC8PDwEDY2Ntqy5s6dW5w6dcrodnbs2CHs7OwEIGxsbETJkiVFuXLlhJubm3Ybo0aN0llHc4xnzpwpFAqFcHV1FWXLltWWz8LCQmzevNng/kx9bgth/Bp27Ngxnetq2bJlRZYsWQQgfvrpJ6PrffnyRdSuXVs7P2fOnKJ8+fKiWLFiwtbWVjs9ODhYu05s15eYvoNHjhwRjo6O2nOjRIkSolixYsLe3l4AYuLEiTrLv3r1SpQqVUobR758+UT58uWFh4eHsLKyEoDInDmz0eNlzLFjx0TGjBkFIBQKhcifP78oU6aMyJQpk3ZfJUuWFD4+PgbXj+1ek5j72MCBA7UxDB8+PN5lkyQpZfry5Yto0aKF9vtta2srihYtKsqWLSuyZ8+unZ4jRw5x69YtnXWj30/c3NxEmTJltNfN9OnTi4sXL+rtz9j1JiIiQjRo0EC7vUKFComSJUsKlUolcubMKQYMGGDwehwfmn0b2kZ4eLjo2LGjdv9ZsmQR5cqVEyVKlNDeHwBx9+5d7TrPnj3T3jttbW1FyZIlhbu7uwBE9erVRYcOHQQg1q5dq7OvLl26GJxuDpp7Y3LdizW5k7HP0dix0Xx2U6ZMEVZWVsLR0VGUKVNG+6ymySsMie9zjhAxP5tpDB8+XOfYlC5dWtja2gpLS0vx66+/Gs2dpkyZon2GKlWqlKhataqoWrWqeP36tXaZqVOnaredPXt27bYzZ84sJk2alKjnrIQcj5hoPhs3NzdtPlyuXDmRL18+YWFhod1m9erVjeYvQiQuP+3Xr5/2/8uUKaM9P11dXcWdO3f09pXceeaMGTO028yWLZsoU6aMcHR0FNbW1trP2tB6d+/eFblz59bm9oULFxbly5cXBQoU0H6G5cuX11kntutLTN9BzXMFIJydnUWZMmVE/vz5haWlpcHrtqmfrTTmzZunzaetra1FsWLFRKlSpYSDg4P2OLZr106EhITorZuY55a4fO+LFy+uXW7fvn3xLpv0/2RLZMlsovdtbKgVMkT1xRq9v7Kv+0OGqD6tTp06Re3atVGr1dy7d49MmTKxaNEi7eu7aVX//v25fv06PXv2JGPGjPz77788fPiQDBky0K5dO7Zt20bnzp21y6tUKg4fPszAgQPJnDkzjx494vPnz/To0YMrV64YHCE1tZk5cyZnz56lffv22Nvbc+PGDZ4+fUqOHDno3r07+/fvp2bNmskWT4YMGbh48SKdO3fm7du3PHnyhIIFCzJ79mx27NhhcKRZb29v7ty5w7hx4/Dw8ODJkyfcvHkTCwsL6tWrx9KlS1m4cGG8Y2ncuDEHDx6kYsWKBAcHc//+ffLly8eGDRu0LQkMqVy5Mps2baJcuXK8fPmSU6dOcfLkSZ2B+KpVq8bhw4epVKkSYWFhPHjwAE9PT06cOEGjRo3iHWt0SXU8NKNcnz17lqtXr+Lr60vhwoXp2bMnu3bt4uHDhwavORrNmzfnzp07DB48GHd3d+7fv8+dO3ews7OjefPmrF+/ntGjRxtct23bthw8eJAiRYpw7949QkJCqFGjBsePHzfa+is5z+3q1atz4cIFGjdujEKh4M6dO7i5ubF582ZGjBhhdD0HBwcOHTrExo0bqVu3LkFBQdpjW7x4cUaNGsXFixdN1sqrVq1a3L59mwEDBpArVy7u3bvH8+fPyZs3LyNGjKBTp046y2fNmpXz58+zdOlSqlSpwocPH7h27RpfvnyhXLlyTJ48mePHj8c7jurVq/Po0SNmzpyJl5cXHz584MaNGygUCurXr8+6deu4fPkybm5uJil3fHTr1k37/ympJaUkSYnj4ODAn3/+yalTp+jRowdubm48ffqUGzduIISgYcOGrF69mgcPHlC0aFGddWfOnMnevXupXbs2AQEB3Lx5kwwZMtC3b19u3LihM5hsbJRKJbt27WLmzJkUKFCA//77j7dv39KlSxcuXryY5G87qlQqfv/9d/bv36/t5ujatWu8fv2aAgUKMGDAAE6cOKHTt2rOnDk5f/483333HVZWVty7dw8bGxsmT57MoUOHUkS3JYmR3PfiuKhcuTKnT5+mUqVKPHr0iE+fPuHl5cWOHTuM5hXxfc6Jq59++omff/6ZQoUK8ebNG549e0atWrU4ffp0jG/rjB49mokTJ5IvXz7u3LnDyZMnOXnypM5bAOPHj+eXX37Bw8OD9+/f8/z5c1q2bMnly5fJlStXvGONLqmOx/Pnz7X58O3btwkMDMTb25thw4Zx8eJFjh07FmP+kpj89JdffmHhwoU4Ojpy+/Zt7O3t6dChA1euXKFw4cJ6yyf3uT1mzBj+/PNPypcvz6dPn3j8+DGVK1fmzJkzRusvIKqrnxs3bjBr1izKli3Ly5cvuX79OmFhYVStWpW5c+cmuHsTQ0aPHs25c+do3bo1dnZ23LhxA39/f8qWLcucOXPw9PTUWT6pnq2GDh3KnTt3+OGHH8iXLx9Pnz7l7t27uLq60rFjR44dO8amTZsM9kee1DQ5sHwrL/EUQiRxRy2SJEnfoEmTJjF58mQmTpyYrKNfSymbu7s7z54948mTJ3Ea8ViSEuvQoUPUr1+fMmXKGOynUZIkSZKSSrVq1Th58iTHjx+nWrVq5g5HSgGePn1K7ty5yZUrV6x9ukuSqYwePZrZs2czfPhw5syZY+5wUjXZElmSJEmSJCmN0gxeG71FsiRJkiRJkiR9C8LDw7V9oMt8OPG+mUrkz58/M2jQICpUqECWLFmwtrYme/bs1KhRg+3bt8dr5Ey1Ws2SJUsoXrw4tra2ZMyYkdatW8drVGBJkiRJkqSk9M8//7Bz506cnJzo0KGDucORUjiZK0uSJEmSlNYsWrSI169fU7VqVTw8PMwdTqr3zVQi+/r6smbNGuzt7WnWrBnDhg2jfv36/Pvvv7Rs2TJeo0P27duXgQMHEhkZycCBA2nQoAF79uyhbNmyiRoBWpIkSZIkKbHatm2Ll5cXlStXJjIyktGjR+Ps7GzusKQUTubKkiRJkiSlBW/evKFatWoUK1aM4cOHY2FhwfTp080dVpqQukcNiIfcuXPz+fNnvYESvnz5gpeXFytXrmTw4MEUKVIkxu0cP36clStXUrlyZY4cOaLtFLxz587Url2bfv36cfLkySQrhyRJkiRJUkwuXLiAj48POXLkoGfPnowaNcrcIUmpgMyVJUmSJElKC0JCQjh58iSWlpYUKVKEyZMn4+3tbe6w0gQ5sB5Ro0guWLCAXbt20bRp0xiXbd++PZs3b+bkyZNUqVJFZ179+vU5dOgQ9+/f1xkBWJIkSZIkSZJSK5krS5IkSZIkSd9MdxbGhISEcOzYMRQKRZz6Rzlx4gT29vYGf8WoW7cugGxdIUmSJEmSJKUJMleWJEmSJEmS4BvqzkLj8+fP/Pzzz6jVat69e8eBAwd4/vw5EydOJH/+/DGuGxgYyOvXrylatChKpVJvvmb9mAYNCQ0NJTQ0VPtvtVrNx48fcXV1RaFQJLBUkiRJkiRJkiFCCL58+UK2bNmwsPjm20/Eyty5Msh8WZIkSZIkKbnEJ1f+JiuRJ0+erP23paUlc+bMYdiwYbGu6+fnB2B0cBonJyed5QyZOXOmzv4lSZIkSZKkpPf8+XNy5Mhh7jBSPHPnyiDzZUmSJEmSpOQWl1z5m6tEdnd3RwhBZGQkz58/548//mDcuHGcO3eOrVu36g0mYmpjxoxh6NCh2n/7+fmRM2dOnj9/rk2sJUmSJEmSJNPw9/fHzc0NR0dHc4eSKpg7VwaZL0uSJEmSJCWX+OTK31wlsoZSqcTd3Z3Ro0ejVCoZOXIkK1eupF+/fkbX0bSqMNZ6wt/fX2c5Q6ytrbWjVEfn5OQkk2JJkiRJkqQkIrtBiB9z5cog82VJkiRJkqTkFpdcWXYMB9SpUweIGggkJvb29mTNmpUnT54QGRmpN1/Tv1ts/cVJkiRJkiRJUmohc2VJkiRJkiRJViIDr169AojT63lVq1YlMDCQs2fP6s07fPiwdhlJkiRJkiRJSgtkrixJkiRJkiR9M5XI169fN/hq3cePHxk7diwA9evX10739fXl3r17+Pr66izfu3dvAMaPH09YWJh2+tGjRzl8+DBVqlShQIECSVEESZIkSZIkSUoSMleWJEmSJEmSYvLN9Im8bt06Vq1aRfXq1cmVKxf29vY8e/aM/fv3ExAQQIsWLWjfvr12+SVLljB58mQmTpzIpEmTtNOrV69Oz549WbVqFaVKlaJhw4a8ffuWLVu24OTkxK+//mqG0kmSJEmSJElSwslcWZIkSZIkSYrJN1OJ3LJlS/z8/Lhw4QKnTp0iKCgIFxcXKlWqROfOnWnbtm2cB1xZvnw5xYsXZ/ny5SxatAgHBwcaN27M9OnTZcsKSZIkSZIkKdWRubIkSZIkSZIUE4UQQpg7iG+Zv78/zs7O+Pn5ydGmJUmSJEmSTEzmWqmf/AwlSZIkSZKSRnzyrG+mT2QpysGDBynkUYhDhw6ZO5RESQvlSAtlgLRTDkmSpNQgrVxz00o5pLQnrZybshwpR1oogyRJaV9auVbJciQt2RLZzJKzZUVERAT5C+Tn6ZOnuOd25+GDh3EaZTulSQvlSAtlgLRTDkmS0r7Lly8zZtx4Zk6fRpkyZcwdToKklWtucpdDtmJN/ZLrM5TfsZQlLZQjLZRBkqS0L61cq2Q5EiY+eVbqO5pSnPn4+OiMmL169WqePnmKZwtPrm6/ypAhQ+jevbt2foYMGciZM6c5Qo1RWihHWigDpN1yxCallkOSJMO+/o6/fv2ayZMnc+nSJfw/f+LHH38ka9as2vkp9TueVq+5qbUcUtqTVs5NWY6UIy2UAWSuLElpXVq9VslyJD3ZEtnMkqplhY+PD4ULFSYoOAgAhQI0n7S1tSWhoeF60+1s7bh7726K+lKlhXKkhTJA2i1HXKTEckiSZFhM1yorSyVh4ZF601PidzytXnPNUQ7ZEjn1S4rPMCWcm6Ygy5FyypEWygAyV5aktC6tXqtkORJOtkSW8PX1JSg4iD5efVhzaTU5s7nQrVlFmlQviYOdNQFBoew5fp21u87h8+oj3cv2YPmF5fj6+qaoL1RaKEdaKAOkvXIsb7GcAhljHyH+wfsH9NneJ8WVQ5Ikw76+Vrlnd6VL0wp616r1u8/z9OWHFH+tSivX3NReDintSSvnpixHyilHWigDyFxZktK6tHatkuVIXrISOY1bc2k1tSt6MH9kK6ws///jdrCzpn3D8rSsU5qhP21jzbnVZowydmmhHGmhDJB2ylEgYwFKZCth7jAkSUoiay6tpo63B/NGGL9WDZuzjTVnU/a1Kq1cc9NKOaS0J62cm7IcKUdaKAPIXFmS0rq0cq2S5UheshI5jXr37h0KBeTK5qpzElo9fInT3vM6y26yVnHERsWXwAgyjR4NOXLEb2ejR0OBWH6lHjkS4tGvlkamFy9YAzjaqKhtrcJi8S4AwvJmw79pRe1yVpYq5o9sRaPvl/D4xVvevXsHf/8NmzbFe58xmj0bMmaMeZmePUGtjrUMhhj8LGrWhA4dYt7n1q1g6lE7V64EpVL7z6/PKeuwCFz/Vxa1ox2B3kUI9chl+LOQJElKJtGvVV9XIEdnZalitUdOTl95kPD739dcXGDu3JiXefQIZsyIdVPxuXf80rwitZ++jfmaO3UqPHkS637jLG9eGDcu5mUuXiTT+PEGyxGROT2fO9TULirvHVJyM5Yrh4YpmbCkrs6yNtaNsLG5S3hgMKNHZ4r3paJRI/juu5iX+e03OHEiftsFePEiE7AaGxtbbKwLM36xBQCWqkimDzqsXc7Qd+zNGxg7Nv77jEmnTlC9eszL/Pwz3LwZt3IY8vXnUbo0zJwZ8z7v3In98hxfgwdDiWh1rIbOqQW/V+L1eyesLCMolv8NDSrfw9Eeeb2TJMlsDF2rwsItOHy2IFfu5CA8/P+vvw52DbC1uU14YDDjx2fEzS1quqNj7NfUZ89g2jTD82LqVDemeb16gZeX8XIA/LrFiycvXXTWS8x9PFcumDgx5mWuXYPFi+O+zeiM3f/6trpAHreP2uVSSq4s+0Q2s6Tqp694yVLcunGdaQOb0b5hee10u7P/knnqBpPtB4BTp6By5ZiXyZ0bnj412S4DK3rw7sdOetM37v+HCYt3UbxkKW507waDBplsnwD8919UWWKiUkFkpOn2OWBA7FekkSNhzhzT7RMgPDyqLP/z9Tml/PiFnO3/vyJEWCj4MKAZXxqUA776LK5dNW1siXD16lVKly7N8b7H49S64sarG1RfVp0rV67g6emZDBFKkpQYxu5/hmSathH7M7dNt3M3N/DxiXmZc+fA29t0+wTejmvPSv+gmK+55cvDxYum22mFClFlicmWLdC2rcFZofmz82rxAL3pSXHvkH0ip35J8Rkau1YEh6go0my4SfahMW6c8Qdpjb59Yfly0+3TxjqcO7vn6U2P/h3btuUqBQuabp8Av/4aVZaYNGwIBw6Ybp/588ODBzEvc/Qo1Kplun0C7NsXVRYNQ+dUg37dufckk3YZe9tQmlS/Q4eG17h2b6/MlSVJSnZfX6siIxUMmtmUg2cKxXkbmTLB27cxL3PlCpQpk8hgv7Jhw/+3rzN2H287oj0Xb5mumwdPz6iyxGT3bmjWzGS7BGDzTxspX/y53nRz58qyJXIalTe3O7duXKdJ9ZLJsr9JkyYx46uWVUqlkuDgYACePnuGezLE0bR6SSYs3kUe91wsWbIE/cfTxGvfvj1//vmnzjRbW1v8/PwAiIiMTJIvlq2tLZFfVU6PHTuWSZMmsWbtWrobWS8xqlSpwoULFwCIiIgAMHpOKdQC1yW7iEzvQFAFD+1nERTwhVGjRgHQvHlzvLy8uHLlClu3btVZ393dnX79+qFWqxkzZoze9keNGoWLiwubN2/m+vXrOvPq1KlDzZo1uXfvHmvXrtWZlyFDBkaMGAHA5MmT+e+//+J9HCRJSj2S+/4X3es3b6hXogS+vr44ODhga2vLq1evCA4OJkuWLLi4uJDlv//YnQT71lxz79+9Q9asWQkKCkKhUGBra0tYWBiHPn+mrAn3d+nyZepnyEBoaCjW1tZYWloSERFBWFgYlpaWWFpaUvvjR35LYDnyuOcyYbSSpM8c1wpra2u+br+zYMEC+vfvz+bNm4D2SR5D9O/Ynj17gCYm38f169cpV66c3vSzZ89StmxZ/v77CFDbZPvz9/cDnMmdOzcvX77UmVe0aFGuXr3KypUrgN4m26fGr7/+yuDBg4HYc2WAwGBrNh8oxeYDpSiWvw7gRID/FW2uXKRIETp37syXL1+YZuCXh6lTp2JlZcXKlSt59OiRzjxT5dmHTP12oyRJKcrX97/dx4vEqwIZ4P37d7i6FkatVqNUKlH/701shUKBSqUiJCSEyMiSwEmTxt6zZ0/69/8TW1tbfP/3pntS38evX7+Oq2vU23NCCBQKBRBVVoVC8b/8tz5g4rfgjTB3riwrkdOofPnyYWWpxMHOOln2d+PGDcLDw3WmRf93cjV4d7CzxlKlJF++fLw+ejRJ9hFbWZNKSEiI3rRr164B4Pf5c5Ls886dOzpli+2cUqgFGWf9wZtZPaFwTixVSt6/f8+OHTsAKFmyJF5eXjx79kw7TaN06dL069cPIYTePIABAwbg4uLCxYsX2bdvn868nDlzUrNmTd68eaO3rru7u7YSed++fbx58yZ+B0GSpFQlue9/0YWHh/Pvv/8SGRmpTSw1SfWjR4+wsLCgfLTujkxJc/8LDQ3l7du32vuu5gdOU+81PDycDx8+ABAQEIBCodC714cmYLvR7+OSlJTMca0ICwvTm3b7dtTbEAEBgckSQ/Tv2LNnz5JkH+/fvzeYG2tevTV0HBIjLCxqXy9fvtTbr6ai9eHDR3rrmcK9e/filStHd+thDmA9T558YvnyXTg7b6Zhwy907tyZkJAQg/nwxIkTsbKy4syZM5z76m0QU+XZx44di1P8kiSlTtHvf6FhShb8Fstb5QYIIfj48WMsSwUkLMAYhIQEExLip81vk+M+rlZHxqGsyXMPB/PnyrISOY2yt7cnLDySgKDQZEmOd+7cGeP83O7uJu3OwpiAoFDCIyKxt7dn0vTppu/OAvj3339jnK9SKk3bncX/xFQR/8MPP5i+OwvQ/roHUa3NJ0+eHOs5ZREaTuZJv/FoenfCIyIZMmQIkyZN0lnmu+++4zsjnQMqlUoePnxodPsLFixgwYIFBudVq1YtxnUvXbqkfUVPkqS0Kbnvf1/TvDEihMDCwgK1Wo1CoeC7777j6dOnlBICvnqbwhQ097+JEyfqXXMBk3dnUbFCBUQiurMwJvp9XJKSkjmuFTHlcr169TJpdxbGRP+O9eo1kCVLTL+P2rVrx1jWBg0amrQ7iwwZMgAxV07/9NNPJu/OAmDhwoUsXLgQiHuu/DUh0uPn1w0/v27cuwfbtkHTphljzGnXr19vdF5i8+xOnTrJXFmS0hB/f38uXLjA2bNnOXv2LAEBAdr73/YjFXn5zjne28yUKTNv38bcUDBpurPYSIcOG4GEX3Pjy9OzNFeuxFzWpOjOwhhz58qyEjmNKls26qXVPcev6/QPI1QWRNrb6C0fHh5BSFgE9vb2WKrieVpEG3zNKEdHcI7/xSk8IoLAwEBsrFRYRhscSVhbGlx+9/HrwP/K/+JFgvYZIwvjg3xoOTvrVCIbK4Mxep+FrW3s+7SxMX1Zv/L1OSUUxpdV+gWScdwaMkZbT5IkKTkYu/8Zora2JMRKpXPN9f/yReeVPIVCgZ2dHSqlkrDwcCIiIlBEzUShUKBUKrFUqRCAq4sL13fuxMnJCScnJxwdHbWvvGlbfv3zD9StazCe6OJ171Apde9/hjg4mPY+4eAQ+zKWloTb2xssh9rGyuAqsZZDkkwkpmuFo73+21/h4ZGEhIVjb2+PSmU4DzXGRj/11mNrm7CvaERE+P++Y5ZYWv5/Tm5jFWFw+ejfMQsL06ePVoa/2jrs7fX3a6wcxkT/PBwdY/88VCrTl/XrRyZD55S9bSgqZSQRkXF4XgKOH4/6y5w5aqzuXr2iBnWSJEmKCyEEPj4+WFpaki1bNn7//Xe6du2KWq3G1dWVihUrUrRoUf755x+2Hb7H0j8MjwFgbRWOhSKq4jQiUk14RCTW1tYolVEXvrhUUVhYxJwuKmKoTzA2L/p119h93M4mzKT38bikvIm5xxi7/1lYGK64NneuLCuR06isWbOiUMD63edpWae0dqTK4PKF8dmuO7RkWHgEjfsv4dHzt1w+dSppBkT4egjmOLp19SplypQmXxZX9v4yQFsOQ8LCI/ht93kUiqjy07Ah9OmT0IgT7n+v92rEtwwJ+iymTIn6S0J651R6R54cnIHrL7tx2veP3vIufoHsAx5+1TedJElSUtJcq3b/eYoOebIiCrkZzURfDfmOBvef8+Slr/aaqwoKwsbGBgsDPxpa/e/PEAVgD8Q6BFH58hCHLojiff/rv+T/73+GJFEXTzH67jtuubsn/D4uSUnIWK5saxPBje0/6ywbPT87dSppBg9bsCDqL76uXr1FmTKlccuSOd7fsXz54nQ5MrmvuusF4l+O+H4eVasmfVkNnVPb5ke1mLvzOBObDpRk97EiBAbH3mLu7VuYPh1mzIAGDaBfP6hXL25td8zl9OnTcmA9STKDu3fv8tdff3Hu3DnOnj3Ly5cvGTduHNOmTaNixYqsWLECb29vChYsiEKh4OrVqyxatJBf/ijJRz/91qxF871h16J1WFjoXm/PnYvf/a9UKfjyxZQl1WXsPr5m6p96yyb1fbxhw4TfYxJzHzeHODSrlFIrIeDpyw8M/WkrYeGGWyOEhUfww+wtPH35gWTqtjje0kI50kIZwEA5FAo+9GtCoFdhg8uXA5z79KFfr174+/snb7CSJH2zhIB6bz7h/sOvZO23EKddZ7Hw0+2rTHvNffVR55prZ2dnsALZHNLsvcOA1FAOKe1JK+emLEfKYawMHnnfMW3gX5zf+AuTvj+Ao939OG9v/35o1Ajy5IFLl5Iq8sQbMmQIzZo142kydGEoSd8qPz8/Dh06xIQJE7h/P+o6sn79ekaNGsXLly/p0KEDu3fvjuruEsibNy89evSgUKFC2rfjAIRw5aNfX4P7GNHthLYCOSVfbyFt3DcgdZVDtkROozT9kHUp3ZXVZ1Zz78lrujWvRNPqJXGwsyYgKJTdx6+zducZnrz8QM+yPVl5cWWyDYAXV2mhHGmhDBBzORSj26IYsQK7h/qtjhsBoTt3Yvm//uJSigfvH5h0OUmSUgYhBArge5UthAdh8/QtNsv2kX7VAYIqFuHJoObsPnmTdbvP8d/z9zTzaMbOf3emqmtuWrl3pKZySGlPWjk3ZTlSTjniVoZ/+G3PTL4EfSB3+nY8+VQHC4t2qNWx9wPy/r0gX74Y3v82sfjmyrNmzWLx4sV4eHgwe/ZsBg4cmJThSZLZ+Pj46IwdFJsMGTKQM2fOeO9HCKGt+J06dSrbtm3j9u3bCCHIkCED5cuXp2DBgowePZrJkydjbR23foGjrlWjAf3+F7yKP6Nkofts3J+yr7eQNu4bkArLISSz8vPzE4Dw8/Mz6XYfPHgglBZKAQgLpUooFAiI+rO2Umn/X6GImg8IpYVSPHjwwKRxJFZaKEdaKIMQsZcjA4gHUT+iGf6bNk08fPhQVK9eXVy/ft1s5Xj27Jmws7XTxh6XPztbO/Hs2TOzxSxJUuy+fPkimjRpIjZu3ChqKCwMXof2KRRR11sLhVBZKQX/+3dqvOamlXtHcpQjqXItKfkkxWeYEs5NU5DlSDnlSEgZFAqFABfRufM1kT+/8TQahOjaVS2EEOLkyZMiLCwsycqRmFz5y5cvYuTIkWLNmjVCCCHCw8OTLE5JMoekfJYMCwsT//zzj5g/f75o0aKFyJo1q3j58qUQQogJEyaIHj16iDVr1oj79+8LtVqd4DKcOvWfgGCD1xlLlXequN4KkTbuG0KkjHLEJ8+SLZHTqPz583Pm7BkeP36MWq3GwsKC3bt3s23bNoo0Ls7V7Vdp1aoVTZs21c7Ply8f+fPnN3foOtJCOdJCGSBu5VhUvz5zzp7FxlDXFePHo4qI4O3bt3h6ejJw4ECmTJmCk5NTspYjZ86c3L13N9ZfjyMiIujatSvBwcEcPnw4Qb8eS5KUPHx9fWnYsCF3795l6NCh/FGvLhw8qLfc7Q7laOeVh+fXn3Px94v8vGAeGTJkSLXX3LRy70gN5ZDSnrRybspypJxyJLQMarUaL68SAGzf/okBA27x9m0FQHfgp++/V3Ds2DFq1qxJ+vTp6dGjB927d6dw4f/vVi44OGogx5gGrIpNXHPl6KK3tJw9e7Z2eq9evQgICGD+/Pm4ubklPChJSiF8fX0JCg5ieYvlFMhYINblH7x/QJ/tffD19dV7nvz06RN37tzB29sbIQS5cuXi9evXWFtbU7ZsWTp37qxtiTzFhOMf7dmT28icnRRrGszV7aT46y2kjfsGpMJymKzqWkqQ5GwdEx4eLgoWLigAUcijUKr9ZTgtlCMtlEEII+W4eFEIOzuDTSjUKpUI27dPzJ49W9jZ2YmsWbOKEydOmLsYRv3777/C2tpaDBkyxNyhSJJkhI+PjyhUqJDIlCmTuHr1qhB+fkLY2updfwLS24lFb+aKiTcnCisbKzF+/Hhzhx5vafrekYRkS+TUL7k+Q/kdS1nSQjniU4Zdu3YJT09P8eLFC7F8+R7h6DhbKBQ+AoTw9BRCrY5qhZwrV66olmjKqJZrtWrV0rZK7NVLiJIlhVi2TAh//+QqpXGbNm0SWbNmFXZ2dmLWrFkiNDTU3CFJUqJcuXJFAOJ43+Pi45SPsf4d73tcAOLKlSsiICBArF+/XvTu3VsUKVJEAMLS0lIEBQUJIYTYtm2bOH/+fJJ/T0JChJg3L0JYWPhqU2WFQi3c8zRM1ddbIdLGfUOIlJ0rp4yRY6RkoVKpWDBvAQULF2TBvAWoVKmzIXpaKEdaKAMYKUfZsrBlCxgYmEoREYFF69aMrFOHe/fuUa1aNXLlygVAaGhococfKw8PD2bOnMnSpUt5/vy5ucORJOkrQghat25NcHAwZ86coVSpUrB1a1RTrK/szuSI2krFgRkHcHZyZuTIkWaIOHHS9L1DklKAtHJuynKkHPEpQ548eXj37h0VK1akUqW8vHzZj8GDFzJ06AlmzIDIyAiqVKnCf//9x19//UWDBg1QKBSEhYWhUCh49uwTa9eGcv069O0L2bPD99/DzZvJV96vtWvXjnv37tGnTx/GjRtH6dKlCQkJMV9AkmRGarWaHj16cPbsWby9vVm/fj13797FxsYGgJYtW+Ll5YWVVex9pCeGtTU4O69DrXbH0nIqjo6Czp0VLF3SP1VfbyFt3DcgZZdDIUQK61X6G+Pv74+zszN+fn7J/lq/JCWpFSugTx+Ds0JdXLC+ehX+V4EcGBhIiRIlaN26NePGjcPe3j45I42RWq3m3r17eHh4mDsUSZIMuHPnDs7OzmTPnj1qgrc3nDunt1xxoMiitmwZvIVff/2VPkauT1LaI3Ot1E9+htK34sWLFzRo0IDnz5+zZ88eKleurJ3XoUMHLCwsmDt3LpkzZwaiBvhSKBS4ublRp84ujhxpZnC7FSpAv37QqlVUdxfmcPPmTU6dOsWAAQOIiIjg/fv3ZM2a1TzBSFICXb16ldKlS3O873FKZCsR6/I3Xt2g+rLqXLlyBU9PT758+YKjo2MyRGpcWFgY+fLl4/nz53Ts2JEFC34nIgKyZDFrWJIZxSfPki2RJUlKGr17w/jxBmdZf/xIcPXq8PEjAEqlks6dOzN//nw8PDzYtWtXihk11cLCAg8PD8LDw9m1a5e5w5EkCTh69CgNGjQgKCgIDw+P/69AvnfPYAWyKF2asMIF+WPQHxQsXJAePXokc8SSJEmSFLscOXJw+vRpSpUqxaBBg1Cr1dp5NWrU4MCBAxQsWJClS5cSGRlJzpw5cXNzQwh48KCm0e2ePw+dO0e1Th4+HB4+TI7S6CpevDgDBgwAYPny5RQoUID58+cTHh6e/MFIkpmYuwIZoGfPntq3bAcNGkSGDLICWYo7WYksSVLSmTIFunQxOMs6Wzbt/9vY2PDjjz/y77//UqRIEZo3b86gQYOSK8o42b17N82bN2fPnj3mDkWSvmnbt2+nQYMGqNVq/R+b1q0zuI6ie/cU+0qYJEmSJEXn7OzMwYMHOXDgABYWFnz58gWAHj16cP/+fVq2bEn//v2pXLkyERERAJw9C8+exV459fEjzJsHBQpArVqwfTuYow63Q4cOdOnShREjRuDp6cmpU6eSPwhJ+ga9efOGDRs2oFQqqVixImXLljV3SFIqIyuRJUlKOgoFrFwJtWvrTI5o1gyLv//mwoMHrFq1Sjs9b9687N+/nx07dtCiRQsg6kaXEvpOa9GiBY0aNaJXr168f//e3OFI0jdp5cqVtG7dmu+++449e/bodn0TEQHr1+uvZG0N7dpRv3597t25R7169ZIvYEmSJElKAGtra7JmzUpwcDBeXl4MGzYMtVpNhgwZWLVqFWfPnqVdu3aoVCrCwsLIk+cza9dCuXJx38fRo9CyJeTMCRMmgI9PzMv//fffFC9Wgr///jtxhQPSpUvHkiVLuHTpEvb29lStWpUzZ84keruSJMXs119/BSAyMpKlS5eaORopNZKVyJIkJS1LS/jzTyhZMurfQ4ag2r6dY+fOsW3bNnr16sWcOXO0iysUCpo3b061atUA6Nq1K8WKFePw4cPJH3s0CoWClStXEhkZSd++fVNMdxuS9K24cuUKvXv3pm/fvmzcuFF/0JHDh+HNG/0VmzeH9OmTJ0hJkiRJMiFbW1v69u3LggULaN++vXYg6ooVKzJw4EAAFi5cSKlSBVGpNnDhguDKlahe5eI6xMibNzBtGuTOLWjSBA4cgMhI3WWePXtGn959uHX7Jn169+HZs2cmKZ+npyfnzp1j586deHt7A3Dw4EFtC2tJkkznw4cPLFiwADs7O4oVK0aJErH36SxJX5OVyJIkJT0nJ9i/H5YtgwUL+OfSJWrVqsXRo0cZM2YMI0eOZNy4cQYrZufPn0+OHDmoV68erVq14sWLF2YoQJQsWbKwbNkyduzYwYkTJ8wWhyR9SzTXhdKlS3Ps2DGWLFmChYWB9GXNGsMb6NYtCaOTJEmSpKQ1cOBAtm3bxq5du6hbty6fP3/Wmd+hQweqV69Op06dqF69OjY2d1i+HF6+hF9+gaJF47YftVrB3r3QsCHkywd//AEXL16kaZMm5MmTm/+e/Ie1pYr/nvxHnjy5ada0KZcuXUp0+SwsLGjWrBkKhYIHDx7QsGFDypYtyzkDYxxIkhQ/kZFw927U/7dp04bg4GACAwMZPny4eQOTUi1ZiSxJUvLIlg369AGgTJkyeHl5cePGDW7cuMHs2bOZMWMGEyZM0FvNw8ODY8eOsXHjRk6fPk3ZsmXN2r1Fy5YtOXXqlLaltCRJSSc8PJxu3bqxYsUKAKpXr45CodBf8P172LtXf7qbG9Q0PtCQJEmSJKUGLVq04OjRo/z77796lavZsmXjjz/+4K+//uLVq1eUKFGCW7du4ewM338PN2/CmTPQsWNUD09x8fQpXLr0D5UrV+LerUtM6d+UmzsmcXfvVG7umMSU/k25e/MilSp5s2PHDpOVs0CBAly4cAGVSoW3tzfdu3eX3chJUiJs3AhFikCLFgGcOuVD9uzZKViwIB07djR3aFIqJUeWkSQp2SmVSv766y+KFSvGgQMHcHd3Z/Xq1ZQqVcrg8gqFgvbt29OwYUOuXLmCjY0N/v7+3Lhxg8qVKydz9Gj3eeLECapUqWK4VaQkSYkSHBxMmzZtOHjwIHXq1Il54Y0bDY8M1KULKJVJE6AkSZIkJSNvb28eP36Mk5MTQghevHiBm5ubdn7t2rW5efMmW7dupej/mh//888/lC9fHm9v8PaGBQuihg9YtgwePTK+L2fnYBYvrkHtCoWYP6I1Vpb/X23gYGdN+4blaVmnNMPmbKNdu7acOXPWZAN0lStXjgsXLrBy5UrGjh1LlixZmDFjhkm2LUmm8uD9A5MulxRCQ2HiRBACduxwAG7z7NkyevV6L59fpQRTCNmxp1n5+/vj7OyMn58fTk5O5g5HkpLVq1ev8PDwIDg4mBcvXpAxY0ZCgoJY+uOPfD9tGjY2NkbXXbBgAUOHDqVTp07MmTOHzJkzJ2PkcOvWLYoXL86SJUvo379/su5bktI6Pz8/GjduzOXLl9m+fTv169c3vrAQUX2u37ypP+/RI8ibN8nilFIHmWulfvIzlCRdy5cvZ+TIkezcuZMaNWoYXOaff/7By8uLxo0bs3DhQnLnzq2dp1bDsWPw66+we7d+H8j5829DET6IPYv761Qgfy0sPIImA3/Bo0R5du7aZYqi6Xj//j02NjY4OjqyYcMGChQoQLn4jB4oSSZ2/fp1ypQuQ6Q6MvaF/8fO1o679+6SM2fOJIxM3+LFMGiQ/vQSJSK4dk2FoZf7pG9TfPIsWYlsZjIplr51t27dIjw8HE9PTwgNxbdJE4L/+ovhlSqx+uBBHBwcDK6nVqtZu3Yto0aNIiIigunTp9O3b1+UydjqsH///qxdu5YbN26QP3/+ZNuvJKV1PXr0YOfOnezfv58KFSrEvPDVq1C6tP70qlVB9l0uIXOttEB+hpKk68uXL7Rq1Ypjx46xbt062rdvr7eMEIKdO3cyePBgPnz4wPjx4xk2bBjWX/Vp8eoVrF4NK1bAixegUAggL1MHlKB9w/KxxrJx/z9M/GUPT548SbJKMiEEVapU4ezZs/Tq1YsZM2bg6uqaJPuSJGOEELRq1YqjR4+yZcsWMmTIEKf1MmTIkOwVyAEBkCdPVI9vX9uyBVq3TtZwpBROViKnIjIplqQoz2/d4rWXF+WCggC4ZWHBEE9P/vzrL9KnT290vQ8fPjBmzBhWrVrFuXPn8PLySq6QCQwMpGTJkmTIkIHTp0+jUskegiQpMYQQKBQKPnz4wJs3byhSpEjsKw0YEDVy0NfWr4fOnU0fpJTqyFwr9ZOfoSTpCw8Pp3fv3qxbt45Zs2YxcuRIg+MGBAQEMHnyZBYsWMDMmTMZMWKEwe1FRMCBA7BmzTV27/bk5o5JONjF3olyQFAoxb+bxNq1a+natWsiS2VcREQEy5YtY/z48SiVSmbNmkXPnj0Nj5UgSUlg48aNdOzYkW3bttGyZUtzhxOjadPAwHBDFC8e1QpZ9mYhRRefPEueOpIkmd/z5zjUr6+tQAYoplYz4fp1alWpQmBgoNFVXV1dWbFiBQ8fPsTLywu1Ws1PP/3Ex48f4xXCwYMHKeRRiEOHDsV5HXt7e9avX8/FixdZuXJlvPYnSZKu27dvU6FCBZ4/f46rq2vcKpBDQmDTJv3pjo7QooXpg5QkSZKkFMLS0pI1a9YwYcIETp8+jVqtNricg4MDc+bM4fr169ou2Hbt2sWbN290llOpoEkTqFHjNDbWVrFWIL//ZEdQiCUOdtbYWFvi7+9vmoIZoVKpGDBgAPfv36dRo0Zs27YtSfcnSdEJIVi0aBEdOnRI8RXIHz7AnDmG582ZIyuQpcSRp48kSeY3ahTpX77Um1wtIoL1lpbY29nFuom8/+v39OHDh0yfPp2CBQuyZs0aowl1dBEREfww7Afu373PkKFDiIiIiHPoFStWZN++fXTr1i3O60iSpOvcuXNUrlyZ0NBQrKys4r7i6dPw6ZP+9DZtwN7edAFKkiRJUgqkUCiYMmUKu3btQqlUcuvWLYKDgw0uW7RoUezs7AgNDWXQoEEULFiQJUuWEPlVh8iOjo6EhIYREBRqcDv+AdbMXVeFal37snZnGQKCQgkJDU+2twQyZ87M+vXr2bdvHwqFgkOHDtG/f38+GcoHJMlEFAoFx44d4xdDb7+lMLNmgaHfdMqWDaR27eSPR0pbZCWyJEnm98sv4OFhcFbRa9dg/Hi2bNnC/fv3Y91UwYIFuX//PvXq1aNHjx5UrlyZGzduxLjOqlWreHDvAe0Wt+PBvQesXr06XuHXr18fGxsb7t69S2io4YRbkiTDDh48SK1atShevDgnTpyI3yCZtWvTulQp5tva8iL6dPmjjiRJkvQNUalUhIaG0qBBA2rWrMmHDx+MLmttbc3169dp164dgwYNomzZsvzzzz/a+TVr1sTCQsGe49d11gsOUbFsa3mqdu3L0j8qEhxqxYo/y7P54CMsLBRGB/hLKpofnd+/f8/vv/9OwYIFWbdunU4DEh8fH65evRrnPx8fn2Qtg5Q67Nixg4cPH2Jvb4+zs7O5w4nRixdRA+oZsmiRvRxMT0o02Seymck+3iTpf3x8wMsLXr82OHta9uwsCgvj8OHDlCpVKk6bPHHiBP3796dv374MHDjQ4DL+/v7ky5+P3DVz0/6X9mz8fiNPjz3l8aPHODo6xjn8z58/kzNnTr7//ntmzZoV5/Uk6Vvm6+tL7ty5qVGjBn/88Qe2trbxWv/58+fkzJmTwoUL06FtW8aVLw8HD8KCBcgsWdKQuVbqJz9DSYqbixcv0rBhQ1xdXTl48CC5c+eOcfl//vmHfv36kT17dvbu3QtEvbafwdWVdPYqDvw6CCvLqDE/BkxvyoHThfW24ey4CKVqEr4fPpitf+JXr14xfPhwNm/ejLe3N5s3b0YIQeFChQkKDop9A/9jZ2vH3Xt3k30QNCnlevDgASVLlqR37978/PPP5g4nVr17g6FeFosWfcStW/mSPyApVZAD66UiMimWpGhu3IDKleHLF71ZwsKC4XnysPr9e/bv34+3t3ecNhkWFoZSqUSpVDJx4kQKFSpE27ZttUnu+PHjmTNvDmMvjSVd9nR8evGJmeVmMnL4SKZOnRqv8GfNmsXYsWM5deoUlSpVite6kvSt0Qyid/HiRTw9PRM0MGWzZs3YvXs3mzZtol27dkkQpZQWyFwr9ZOfoSTF3aNHj6hXrx4BAQEcOHAAT0/PGJePjIzEz88PFxcXDh06xIsXLxg9egwfP36gXqUiLBjZBitLFVfvZKPlUEMD1gbh4lKeV68uY20d+0B8Sen48ePMmTOHP//8k3v37lG6dGmWt1hOgYwFYl33wfsH9NnehytXrsR6zKRvQ0REBJUqVeLjx49cu3YN+xTeVdqDB1Ev937VQw2g5uZNKFZMdkQgGSYH1pMkKXUqUQJ27Iga2eMrCrWauS9f0i5PHmrXrs2pU6fitEkrKyuUSiVqtZp79+7Rvn17atasyd27d3n+/Dlz582lav+qpMueDoD0OdJT9fuqzJ03lxcvXsS88a+MGDGCChUq0KVLFwICAuK1riR9K4QQTJw4ke+//x4hBOXKlUtQBXJwcDD79u1DpVIxffr0JIhUkiRJklKffPnycf78eYoXL45SqYx1eaVSiYuLCwBHjx6lV69e5M2bhx9++IG/L9yn8YBf2Lj/Hwq4P6Fm+YcGtmBHw4bnzV6BDFC9enUOHDiAnZ0dz58/B6BAxgKUyFYi1r+4VDRL35bZs2dz6dIlfvvttxRfgQwwYYKhCmSoXPmprECWTCZRZ9KmTZuoU6cOmTJlwtramowZM1KnTh02GRopXZIkKS5q1YI1awzOUgQHs/T5c0a1aEGhQoXitVkLCwu2bNnCwYMH8fHxoUSJEjRo2ABrR2tqDqqps2zNwTWxcrBi/Pjx8dqHUqlk/fr1vHnzhgkTJsRrXUn6FkRGRtK/f3+mTJmCu7t7orb122+/ERkZSUREhGyZKKVYMleWJMkcMmbMyF9//UWJEiUIDg5mz549cVpvzpw5/P333/j5+bFo0SLatGlDwaKl+XHJbop/N4mTV9oC+oNWb97swOPHpi1DYtnY2Jg7BCkV8/f3Z/78+YwZMwYvLy9zhxOrK1dg61ZDc8JYvdotucOR0rAEVSKr1WpatWpFp06d+PvvvwkMDCRbtmwEBQXx999/06lTJ1q0aKHTqb0kSVKcdeoERloWKnx9mXj+PJmI6v9sy5Yt8dp0vXr1uH37Nt27d+f27dvUHVMXG0fdJNPG0Ya6o+vy22+/ce3atXhtP1++fGzdupXhw4fHaz1JSuvCwsLo0KEDy5cvZ8WKFYwaNSpRfSf26dOHJk2aADBmzBhThSlJJiFzZUmSUooNGzbQtGlTpkyZQlx6sixUqBDr1q2jd+/eXLhwgbHjxpEhY0byla9JvR864uB6TG+diAgYMSLufQ8nh4wZM5o7BCkVc3Jy4urVq/z444/mDiVOxo41PL1AgWPkz2+ZvMFIaVqCKpEXL17M9u3bqVKlCufPnycwMJAnT54QGBjIhQsXqFq1Krt27WKxsWEhJUmSYjNmDPTta3je48fQqBG/L1tG27ZtWbhwYbw2bW1tzf0H98laICteHQ3/suzVyYvM+TMzbPiwOCXc0TVs2JDs2bPz6dMnPn36FK91JSmtWrJkCTt37mTr1q306tUrUdu6efMmnz594u+//8be3p4GDRqYKEpJMg2ZK0uSlFL07NmTqVOnMnHiRPr06UNERESMy3fs3IUKFSqwdOlSHj16RMWKFfnw4QN1+k/Bu90AmoxKD4Trrbdzpw23biVRISQpGW3bto0vX76QK1curKyszB1OrI4fh7/+MjQngL17U34rail1SVAl8rp16yhYsCBHjhyhfPnyOvPKlSvHX3/9RcGCBVm7dq1JgpQk6RukUMDixdC4seH5ly4x8to1Rg0bxpAhQ+LcugLg/v37nDh+Aq8uXihVhvuKU6qUVOhagePHjvPgwYN4h69Wq6lSpQr9+/eP97qSlJZovpcDBw7k3LlztGjRItHbrF27Nrlz5yYyMpLWrVvHqc9HSUpOMleWJCmlUCgUjB8/nrVr17J27VqaNWsWY0Vyty6dsbWzw9bRmdZT1zJg4z8M330Xt6JlAShWqzgl6wcaWNOCceOSqBCSlExOnjxJmzZt+P33380dSpwIEdX2ypDixf+mQIF0yRqPlPYlqBL5/v37NG7c2OhAOCqVikaNGiWo4kWSJElLpYI//oCvHsA1FPv2MdPfn+nTpjFx4kRGjRoVp80WLFiQ6jWqc2H9BSIjDIw+AERGRHJ+3Xlq1KxBgQLxH2jDwsKCMWPGsHnzZrYa7qBKktK8ly9fUq5cOc6ePYulpSWlS5dO9DZfVKlCv3fv6FGzJmvWrGGcfGKVUiCZK0uSlNJ07dqV/fv3xzqgbefOnbl86RK5cmRn94z+vH18m/TZ3HWWqT/EHqWlfkX03r1w/rypI5ek5OHv70/Xrl2pVKkSffr0MXc4cbJnD/zzj6E5vsyenTm5w5G+AQmqRLaysiIw0NCvj/8vMDAwVTT9lyQphbOzi8pI8+UzOFuxciVjFQoWL16Mp6dnnDapUCiYN3cebx684cKGCwaXufD7Bd4+fMu8ufMS3G9ru3btaNWqFf369eP169cJ2oYkpVYPHjzA29ubt2/f4urqapqN3r9PjtOnmQTM27GD1itWkPf8eQhKWf0wSpLMlSVJSonq1Kmj7eN18+bNPHz40OByHh4eXL50keZNm7Dtxx74v/86j31NZPg8g+uOHRvVOlKSUpuhQ4fi6+vLunXrUsVbbpGRxvtCzpJlLfXqVUjegKRvQoIqkUuVKsXWrVt59eqVwfmvX79m69atca7QkSRJilHGjHDwYNR/DRk3jgFOTrRt2xYhBL/99hthYWExbrJUqVJ06tSJwzMPE/IlRGdeiH8Ih2cdpnPnzpQsWTLBYSsUCpYuXYqlpWWq+TVbkkzh6tWrVKpUCTs7O86ePUuhQoVMst1XM2bo/Ft18mTUQJyySwAphZG5siRJKVl4eDjTp0+nYsWK/GO4GSP29vZUqVIFpUqFrVN6AEIDvwBg65QeC+U8bGxC9dY7cQKOHEmy0CUpSfz777+sXr2aBQsWkCdPHnOHEye7d8OdO4bmPGfbthrJHY70jUhQJfKwYcP48OEDZcqUYd68eVy+fJnnz59z+fJl5s6dS+nSpfn48SNDhw41dbySJH2r8uWDffvA1lZ/noUFBAcDUa8Q9+rVi6ZNmxIUS+vEadOmEfollKOLjupMP7roKGEBYUybNi3RYWfIkIENGzbEuasNSUrtIiMjadeuHblz5+b06dO4ubmZZsMREaTfu1d/upUVtGtnmn1IkonIXFmSpJTM0tKSkydPUqBAAapXr86ePXsMLnflyhWy5iuCUEfy58SeTKrsyp+TeiHUarLmy0qRIgcNridbI0upTZEiRbh8+TI9evQwdyhx1qxZVM+PtrbPdaa7ua2lUqXEdyEnSYYY7wwpBo0aNWLBggWMGDGCkSNH6swTQqBSqZg7dy6NGjUySZCSJEkAlCsHW7dC06agVgMQYWWFSjMNKFSoEAcOHKBp06bUq1ePvXv34uzsbHBzbm5uDB82nDnz5uDd1Zt02dPx6cUnjv9ynAZ1G5AjRw6ThF2rVi0gqnLt8+fPpnu1X5JSGLVajVKpZM+ePWTPnh0HBwfTbfyvv7D99El/erNm4OJiuv1IkgnIXFmSpJTO1dWVv//+mw4dOtC8eXO2bt2qN/jtpctXUNk68mvninx88R+uGV25dfgPXty+iK2TCyGhP5EpUzPevdPd9pUrsH07tGyZjAUy4sH7uPU9H9flpLRFCMH+/ftp0KCBScbuSE4WFpAt22mCg2tQu/Ymrl9vyvv3Txg82PCzrySZgkKIhP9G+OTJEzZs2MD169fx9/fHycmJUqVK0b59+1TzCoC5+fv74+zsjJ+fH05OTuYOR5JSh+XLoW9f1K6uWOzbh7pcOU6ePEn16tW1i5w/f54GDRqQJ08ejhw5gouRSqYvX76QN19ectfMTftf2rPx+43c2nOL9M7p+e+//7CxsTFZ2B07dsTHx4fjx4+nin62JCk+1q5dy4YNG9i/f79Jvzcad4oUwcPQO3uHDkHduibfn5R2mDPXkrmyach8WZKSTmRkJDNnzqRPnz5kjNZ1XEhICI6OjkRERFCosAehYcE8efyE3HlzExwUypvXr1CqVMyeFcTw4ZZ62y1YEG7fjhon2xx8fHwoXKgwQcFxHzdBpVRx6/Ytk3XDJaV8GzZsoFOnThw9epQaNVJXFxBCCCpVqkRwcDCXL1+mTZuunD//imfPDstnTSle4pNnJaoSWUo8mRRLUgL9/DM0bEhwjhzUrVuX06dPs2nTJtpFe6395s2bzJs3j5UrV8Y4eNGyZcv4/vvvabOwDVsGb2HSpElMmTKFefPmMXjwYJOFrKnonjNnDsOGDTPZdiXJ3ObMmcPIkSPp27cvS5YsMXni+vLGDTKWLInetzhHDnj6FGSiLMVA5lqpn/wMJSl5vHz5kgULFjBz5kwCAgKoXbcexYsWoWTJkgwZMoS2i9ryx6A/mD9/PhMnTkRpacXdfx9Svnw6nj3T397q1dC9e/KXQ8PHxwdfX984Lfvvv//Sp08fqlatyu7du+XAp9+A58+fU6xYMRo1asSGDRvMHU68TZ8+nfHjx7Nv3z6cnZ2pXLkyw4YNY+7cueYOTUpl4pVniQTo1q2b2L17d4zL7N+/X3Tr1i0hm/+m+Pn5CUD4+fmZOxRJSpWCg4NFxYoVhY2NjbC0tBRHjx41uNylS5fEw4cPDc4LDw8XBQsXFIAo5FFIhIeHi+7du4tMmTKJgIAAk8Y7dOhQYWVlJW7dumXS7UqSOajVajFy5EgBiAkTJgi1Wp0k+9nk5SVEVPeKun9jxybJ/qS0xRy5lsyVTUvmy5KUPPbt2ycsLS1F7dq1hZ+fn4iMjBR+fn4iY6aMoly7cuLnjz+Lsm3LioyZMop169YJQJw+fVqsXWv4Nu3mJkRwsLlLFXdHjhwRVlZWol27diIyMtLc4UhJKDIyUtSsWVNkz55dfPz40dzhxFt4eLiwtbUVTk5OIjIyUpQuXVooFArx9u1bc4cmpULxybMSNLDeunXruH79eozL3Lp1i/Xr1ydk85IkSXFmY2PD7t27yZYtG1ZWVjRr1owbN27oLCOEYPDgwVSuXJlbt27pbUOlUtGvTz8cnB3p16cfKpWKCRMm8OnTJ7Zt22bSeKdPn06+fPno3Lkz4eHhJt22JCWWj48PV69ejfPfxo0b+emnn/j555+ZMmUKCoXC5DG9f/8ejwsXDM/s1s3k+5MkU5C5siRJqVHDhg05fPgwFy9epGrVqrx584affvoJP38/GoxtAECDsQ3w8/fj4cOHlCxZkjlz5tCxIxjqAeL5c1izJpkLkQi1atVi06ZNKBQKIiIizB2OlIS2b9/O0aNHWbt2LenTpzd3OPG2c+dOgoODmT17Nn5+fty9e5eOHTuSKVMmc4cmpXFJ1kNRSEgIKnN1gCRJ0jclQ4YMHDx4kPLlyxMZGcnq1atZtGhR1MwPH1C4urJz507q1q1L1apVtctG9/jxYwL8vvD48WMA3N3duXHjhsn7RLOxseG3337j8uXL8hoppSgJ6TvQztaOAwcOUL9+/SSL649RoxhoaEblypAvX5LtV5KSmsyVJUlKiapXr87p06dp0KAB3t7evH7zmqr9q5IuezoA0udIT9XvqzJv/jwOHTxEqVKlUKlg2jTdgfScnML48UerVPd7b4sWLbQDDL5+/ZqsWbOaOSIpKbRo0SJV9oMMEBERwYQJE6hTpw59+/Zl5syZREZGMmfOHHOHJn0DEtQSGTDa2kgIwfPnzzlw4ADZsmVLcGCSJEnxUaBAAXbv3k2vXr2YP38+AOLyZShSBBYsIFOmTBw/fhwPDw9q1qzJ8ePHteuq1Wq2/bkdpaUVW7f9iVqtBqBw4cIoFAp8fHxMGmvp0qXp06cPCoWCgIAAk25bkhLK19eXoOAglrdYzvG+x2P9W95iOUHBQWTOnDlJ4+pgrMW+OTtZlKQ4kLmyJEmpVbFixTh//jy58+TG2tGamoNq6syvObgmVg5WrF27FicnJ969e0ezZmrKlAEHB5gwQXD58ieKFfsLW1szFSKRnjx5Qv78+fnll1/MHYpkQhEREfzzzz9YWFikugrkBw+i/jtgwADu37/PjBkziIiIYNasWVSoUCHJc3JJgnhUIltYWKBUKrWD5UyaNEn77+h/KpUKd3d3Ll26RNu2bZMscEmSpK9VqVKFefPmoVKp+HvYMEK8vODtWxg6FLZuJV26dBw+fJgGDRrg7OysXe/cuXO8ef2K2v0m8ub1K86fP6+d98svv1CsWDE+fPhg8njnz59P2bJlCQqKe8tPSUpqBTIWoES2ErH+FchYIMljESEhuBw4oD/D3l63uZMkpQAyV5YkKS159+4dJ46foO6Yutg42ujMs3G0oe7ouvz2228cPnyYPHnysG3bVtavh//+gylTFMybN5GmTZvy8eNHM5Ugcdzd3enTpw8DBw5k8+bN5g5HMpFZs2ZRqVIlnj9/bu5Q4uXBA/DwgBo1Ivjjj0e0aNGC0qVLs337dvz9/Zk9e7a5Q5S+EXF+h65KlSraFhWnTp0iZ86cuLu76y2nVCpxcXGhRo0a9OrVy2SBSpIkxdXTCROoNn++7gWuUyfIkgX7KlXYunUrAKGhoZw8eZJ9+/aRLnN2KnX8gQt//MLWrVvx9vYGoFWrVowaNYq5c+cyc+ZMk8bZoEEDxo0bx5gxY1i4cKFJty1JqV1wcDCj8+ZloaGHzzZtopo6SVIKInNlSZLSCiEEw4YPI0uBLHh19DK4jFcnL04vP83sn2ZTtWpVJkyYwJ07LbC0tASgUqVKLF++nP79+6fKSliFQsGcOXPw9fWlc+fOpE+fnnr16pk7LCkRrl69yuTJkxk9ejRubm7mDideJkyAyEg4flwF/E1ISDB37qiZMmUKNWvWpFy5cuYOUfpGxLkS+cSJE9r/t7CwoFu3bvz4449JEVOSePnyJdu2bePAgQPcu3ePN2/e4OLigre3NyNHjtTrH9WYEydOUL16daPzz58/j5eX4RutJEnJ4O5dck2fjt5LxGFh0LQpb3fs4OX/WiFv3bqV2bNn45wuPUXqd0CpUlG4RnO2bvuTLl26aFdt06YNCxcuZMiQISZ9TahQoULMmjWLIUOG0KRJE2rWrBn7SpL0jVi3bh31Xr82PDO1dbAofRNkrhxF5sqSlPrdv3+fE8dP0HxGc5QqpcFllColFbpWYOfYnezatYtmzZqxdu1aevfuDUCHDh0YM2YMW7du5eeff06Vr9pbWFiwatUqPn36RL9+/bh//z5WVlbmDktKgJCQEDp37kyxYsWYMGGCucOJl6tX4X9toLT277flr7/CCQ9/Rc+ePc0TmPRNStBoHpr+QlOTxYsXM3v2bPLmzUvt2rXJlCkTDx8+ZNeuXezatYvNmzfTunXrOG+vatWqVKtWTW96jhw5TBi1JEnxVrgwivnz4Ycf9Od9/oyo34BGoSFEr5ry9/ejZP12AJSs345/ti2jdOnSOquqVCpmzZrFggULTBruwIED2b17N926dePWrVs63WxI0rcqPDycNVOncsHQzPz54X9vCkhSSiVzZZkrS1JqVrBgQarXqM6F9Reo1LOSwYrkyIhIzq87T42aNWjSpAnt2rVj8uTJdOrUCVtbWxQKBatWraJevXp0796d/fv3m6EkiWdpacmWLVt49eqVrEBOxebMmcOjR4+4cuVKqvscx441PN3ObiMhIcEMHjw4eQOSvmnfzJDQ5cqV49SpU1SuXFln+unTp6lZsyb9+vWjadOmWFtbx2l71apVY9KkSUkQqSRJiTZkCDx/Dv8bYC+6LKEhHFIoqG3vSLVRC8mUxwM75/Skz+YOQM5i5Ri++y5Bfp94998d9v40BCLDada0KVmyZDF5qBYWFqxdu5aff/4ZleqbuSRLUoz++OMPar1+jcG2T926gZEByyRJSjiZK0uSpKFQKJg3dx6lS5fmwoYLeHfV//H2wu8XePvwLQe3HEShUDBlyhR++OEHPn36hO3/RtOrW7cuZcuW5dq1a0RERKTaXNfW1pa8efPy5csXvv/+e6ZMmULu3LnNHZYUD4MGDaJs2bIUKVLE3KHEy4kTcPiw/nRb20j8/EayfPkiLCziPNSZJCXaN3O2fffdd3pJMUDlypWpXr06Hz9+5NatW2aITJKkJDFnDhhpMVVcCHaKSA5M/563j29rK5A10mdz582jW+ye0R93txxcvnSJTZs2MWrUqCQJNVeuXCxYsAB7e3vCw8OTZB+SlJrs37ePHoYqii0soHPn5A9Ikr4BMleWJCm6UqVK0alTJw7PPEzIlxCdeSH+IRyedZjOnTtTsmRJAPLly8fevXvJli2bzrJ//PEH+/fv11Ygv3mTLOEniaCgIM6fP0+dOnV4+/atucOR4sDf3x8fHx+cnZ1TXZ/WQsCYMYbn5cq1g6xZVXTt2jVZY5Kkb6YSOSaazv/j88vow4cPWbRoEbNmzWLz5s34+vomVXiSJCWEhQWsXw9VqhicXTEwkP1ZMrPtxx74v9ftd9X//Wv+nNiT75o15fKli3h4eAAQEBDAuHHj+O+//5Ik5EOHDlGwYEHevXuXJNuXpNRiU//+5BNCf0bdupA9e/IHJEnfOJkrS9K3adq0aYR+CeXooqM6048uOkpYQBjTpk3TW2f//v2sWLFC++88efJgbW1N8eINadXKDzc3uHEjyUNPEpkzZ+bIkSMEBgZSv359/Pz8zB2SFIuhQ4dSsWJFQkNDzR1KvO3ZAxcM9O2WPr2aR4/6Ubly5VTXNYeU+n3zlcg+Pj78/fffZMmShWLFisV5vU2bNjF48GDGjBlD+/btyZkzJ3PmzIl1vdDQUPz9/XX+JElKIjY2sGsXFC5scHaVp0+ZrlAQGhTA5d3rObl+Lpd3ryc0KAClSkWVKlWws7PTLm9hYcHq1auZOnVqkoTr6enJly9f6NOnD8JQBZokpXFCCK5fv47FunWGF5AD6klSskvuXBlkvixJKYWbmxvDhw3n5C8n+fzyMwCfXnzi2JJjlC9X3mAf5ydPnmTYsGG8f/8egHfvYPHivNy6tYM//3QmIgLGjUvOUphW7ty5OXz4ME+ePKFJkybyLcIUbO/evaxevZrJkyfHuSumlCIy0vj3pHz5Y6hUgSxZsiR5g5IkvvFK5PDwcDp16kRoaCg//fQTSqXhkWejy5gxI3PmzOHu3bsEBgby8uVLNmzYgIuLCyNHjmT58uUxrj9z5kycnZ21f25ubqYqjiRJhqRPDwcPQtasBmePFYLA74qyfXIvji2dwPbJvVjQohhWtnYcOnRIZ1k7OzvGjRvHb7/9xv37900eaqZMmVixYgW7du3i999/N/n2JSmlO3r0KKVKlWLmkSOE5c+vO9PFBZo0MU9gkvSNMkeuDDJflqSUZNSoUTg7OXNgxgEADsw4gLWlNbdu3SIoKMjg8hYWFsyYMYPQUChWDJYtswb+vxJv/344eza5SmB6xYoVY9++fTRq1CjV9vOc1r1//56ePXvSqFEjunfvbu5w4m3jRvj3X/3pWbOqOX26HW3atCFjxozJH5j0zVOIb7S5m1qtpkuXLmzYsIFevXrpvHKTELdv36Z06dKkT5+eV69eGe3cPDQ0VOdVCn9/f9zc3PDz88PJySlRMUiSFIPr1xFVqqD48kVvlloBPqPbIaoWJyAolD3Hr7Nm11mevvRl27Y/+e6777TLhoaGkj9/fry9vdm8eXOShNq5c2d2797NrVu3yJkzZ5LsQ5K+NnHiRKZMmcLyFsspkLFArMs/eP+APtv7cOXKFTw9PU0SQ82aNbl+/TpOTk48eviQniVK0DoggPqfP0OXLrBokUn2I31b/P39cXZ2lrlWPJkrVwaZL0tSSrNs2TK+//572ixsw5bBW5g6dSoTJ05kwYIFDBw4UG/5qVOnMm3aNB4+fMivv+Zk1iz9bVapEjVoWFoYK/fs2bNUrFgRRVooTBrRoUMHDh8+zO3bt5NkcPSkFBoKhQrB06f687y8VnPhQk+OHDlCrVq1kj02KW2KV64svkFqtVp0795dAKJjx44iMjLSJNutXLmyAMT9+/fjvI6fn58AhJ+fn0likCQpBn/9JdQqlRBR4xTo/EVaW4qXP/cT/x2aKf47NFPc2ztV1K9cVFhZWYqLFy/qbGbFihVCoVCIx48fJ0mYnz59Em3atBFPnz5Nku1L0teWLFkiAGGpshRAnP/sbO3Es2fPTBLDhQsXBCCUSqWYN2+eUKvVIjQ0VLx580aIwEAhfH1Nsh/p2yNzrfhLSbmyEPIzlCRzCw8PFwULFxSAKORRSISHh4sOHTqInDlzirCwML3l/f39RcaMGcWQIUPEx49CpEtnMP0WBw+aoTAmdv/+fWFhYSGGDx9u7lCkaO7evSuOHDli7jASZNEiw9+XAgXUIlOmbCJ37tzmDlFKY+KTZyX43YuAgABWr17NjRs3ePnypcG+gBQKBUePHjWwtvmo1Wp69uzJ2rVradeuHevWrYuxJUR8ZMiQAcDgaz2SJKUAtWujWL06qkXjVyxCw8k88TdeLehLRLYMWFmqWDCyDU0G/sKM6dPZuWuXdtmuXbtStGhR8uTJkyRhpkuXjj/++AOIumaZ6holSYbMnTuXESNG8MMPPzB48GA+fPgQ53UzZMhgstbyM2fOxNXVlaCgICpUqEDhwoXZt28f+fLli1ogWv/kkpQayFxZn8yVJSl1UqlULJi3gB+G/cCCeQtQqVRMmDCBZ8+eGezOwdHRkUOHDlG4cGFsbWHkSBg7Vn+7Y8dCnTpR42GnVgUKFGDBggUMHjyYjBkzMnLkSHOH9E179+4djo6OFCpUiEKFCpk7nHgLCAAD41UC0LTpZebMecX58+eTNyhJiiZB3VlcuXKFevXq8fHjxxgHf1IoFERGRiYqQFOKnhS3adOGjRs3xqlvt7iIiIggX758+Pj44Ovri4uLS5zWk69YSlLy8vHxYbm7O9ONXLvCs7rwalF/1I5RFVYb9//DxF/28OTJE73KMiGE9jucFO7fv0/Lli35888/KViwYJLsQ/q27dixgxYtWjB27FimTZtmttcwhRCMHz+edevW0bRpUywtLVmyZAm//vorvXv3NktMUtphjlxL5sr6Eporg8yXJSmlE0IYzSF8fX2xtc1A3rzw9q3+/C1boHXrJA4wGfz4449MnTqVlStX0rNnT3OH801Sq9XUqVMHhULBkSNHzB1OgkybBhMm6E/39AQ/vwKkS+fE5cuXkz8wKU2LT56VoN/8Bg4cyKdPn5g1axY+Pj6Eh4ejVqv1/lJaUtyjRw/Wrl1Lq1at2LBhQ4xJsa+vL/fu3cPX11dn+vnz5/UeBiIiIhgxYgTPnj2jbt268UqKJUlKXkePHmWGEHyoU9rgfMvXH0m/5rD2302rl0StVnPs2DG9Zbt06ULbtm2TLFY3NzfCwsLo3LkzERERSbYf6dvVuHFjtmzZwvTp083aj59CoWD69Oncv3+fcePGsW7dOtRqNRUqVDBbTJKUGDJXlrmyJH0LAgICqFGjBnv27DE4/+LFi+TIkYN7964wfrzhbUyYAGkhzZ08eTJ9+/bl119/lXm7mfzyyy8cPXo01bYG//AB5swxPK937yc8fvyQxo0bJ29QkvSVBHVnce3aNdq2bcuIESNMHU+SmTJlCuvWrcPBwYECBQowzcA7As2aNaNkyZIALFmyhMmTJzNx4kQmTZqkXaZdu3YoFAoqVqxI9uzZ+fz5M6dOneL+/fvkzJmTZcuWJVOJJElKiC9fvmBjbYX/4ObY+AVh/89dvWUcj1zhc7vqRGZKh4OdNTbWlvj7++st17hxY1q3bs2ZM2eoVKmSyWO1s7Nj/fr1eHt7M2vWLMYby74lKR6EEIwdO5bGjRtTsWJFWpu5+c+TJ0/4/fff6dGjB9mzZ+fQoUP4+/tTuHBhihUrZtbYJCmhZK4sc2VJ+hY4ODgQERHBzJkzadKkid4P0qVLlyZPnjyMHTuWvXsPM2+e/mBhDx7A+vXQo0fyxZ0UFAoFS5YsISgoCJVKJbukS2b37t1j5MiRDBgwgNq1a5s7nASZNQsMPHJSrRqcPz+FHDlyMNZQvzCSlIwSVIns6upKxowZTR1Lknr6v7tVQEAA06dPN7iMu7u7NjE2pl+/fhw6dIgTJ07g6+uLSqUiX758jBs3jmHDhpE+fXoTRy5Jkik5OjoSEhpGQGgEijFtUY5aic39F9r5kc72+LWojNrRFoCAoFBCQsMNvtbRokULSpQowfjx4zl+/HiStOT08vJizJgxTJ48mQYNGuDp6WnyfUjfDrVazffff8/y5cvJkycPFStWNHdIzJkzhz/++IOZM2fyzz//sGXLFiDqfitJqZXMlWWuLEnfitGjR9OwYUNOnjxJtWrVdOYplUqmTp1Ky5YtOXfuBJMnVzM0NAmTJkGHDmBjkxwRJx2lUomjoyM+Pj40bdqUlStXUqZMGXOHleap1Wq6dOlCzpw5mT17trnDSZAXL2DJEsPzOnW6Q8+e6xkxYgSWlpbJG5gkfSVBfSIPGjSIkydPcu3aNfnrWiLJPt4kKXn5+PiQO3dupvRvQvuG5VG9/kiOHvOiKo9bVeFLg3IIGyvt8jH1iQywd+9emjRpwpEjR6hVq1aSxBwWFkaLFi0YOXIklStXTpJ9SGlfREQEPXr04Pfff2f16tV069bN3CHx5s0b3N3dKZs/P46fPrH32TP27dtHu3bt8PHx0Q7CJUmJYY5cS+bKpiXzZUlKuYQQlCxZkqxZs3Lo0CGD88uVK4dKpeL06XOULKng33/1tzN/PvzwQzIEnAwCAwOpVasWjx494syZM3Jsk2Swd+9eMmfOTLly5cwdSoL07g0rV+pPb9oUXr8uz8WLF3n+/Dk5cuRI/uCkNC/J+0SeMWMG1tbWdOjQgZcvXyYoSEmSJHPImTMnjRs14v/Yu+uwqrIugMO/ewkRRGxMjLGwFQsTu1HHbmzHGru7u7u7uwuwWxQLsEVREQtQmnu+P/hkhuGCgDTrfR6egb332XcdcXCx7j57bzl6nYDAIIKyZeDDNBvebhqO159VwhSQAwKD2HToCtmyZdVaQAZo3LgxjRs35vPnz3EWs76+PkePHpUCsvgtAwcOZPv27Wzfvj1RFJABFi5ciL6+PmUeP+aEmxuqsmVp+vYtHi4uUkAWSZrkykKIlEKlUjFq1CiuXbvGx48ftfbPnDmTXLly4ef3Ay075QAwYwZ4e8dxsPHEyMiI48ePkyVLFurWrcvbt29/fZGIkU+fPqEoCk2aNEmyBeS3b2HDhvDtKhWMGuXNw4cPadKkiRSQRaIQo5XIELLXW61atfD09CRdunSYmJiEn1yl4vnz578dZHImKyuEiH+3bt2icuVK1K5YmIUj2qCvF35nn4DAIAbP3s2Za04YGBjw5s2bBH8E99u3b7Rr147Ro0dTrVq1BI1FJD2Ojo68fPmSZs2aJXQoAHh6epIzZ05KlSrF0itXKPXvdERfH5o3h61bQR7bE78poXItyZVjj+TLQiRuQUFB/PjxQ+vPuf9SFKhYEW7eDN83aRJMnBj78SUUNzc3KleujImJCQ4ODpEeViqiz8/PDwsLCxo3bpxkt7H46cIFaNXqKR4eBULbOneG4sXnMWbMGF69ekX27NkTMEKRnMX5SmRbW1sqV67Mt2/f0NXVxdDQEEVRwn1oNJoY3YAQQsSlsmXLkid3Xk5ffkzjfsvZfvwG3338gZA9kLcfv0Gjvks5feUxefPkxdXV9ZcFZHd3d2bNmhWnP/eMjY3x9vbGxsYG7+SyVEPEKV9fX8aPH4+vry8lS5ZMNAVkgLRp03L06FEqGxmFLSADBASAm5sUkEWSJbmyECIl0dXVxcTEhC9fvuDu7h7huB07dnD06BFmzNDeP38+fPoUR0EmgBw5cnDmzBlmzZolBeQ4MHbsWJ49e0anTp0SOpTfljPncz5/NqdcuakUKxaSAk+YEMy0adOoUaOGFJBF4qHEgIWFhWJgYKDs3r1bCQ4OjskU4v88PT0VQPH09EzoUIRIMU6dOqUASovq45USf9RS1Cq1Aiip9PQUQFGpVIqujq7SpNJQBVBOnTqlfPv2Tfn8+XOEc164cEEBlH379sVp7M+ePVOMjIyUnj17xunriKTP29tbqVGjhmJoaKjcunUrocMJIygoSNFoNCFfDByoKCELk8J+rF+fsEGKZCMhci3JlWOX5MtCJH7BwcFK/vz5I81RmzZtquTNm1fx9/dXatXS/s//0KHxGHQ8Cg4OVlavXq34+/sndCjJgr29vaJSqZR58+YldCixol27dkr27NmVHz9+KEFBinLrlqIcPHhQAZSTJ08mdHgimYtOnhWj7SwMDQ3p0KEDa7Xt/C2iRR7PEyJ+KYqCZUVLXjx5j02DxahUKrx+ePDa/T4Bgb7o66Ums0kedp4bQ+US7Xj00o68BbLywf0DLVu2ZP78+RHOXa9ePd6+fcv9+/fjdLXB6tWr6dOnD8ePH6dhw4Zx9joi6fL09KRhw4Y8ePCAEydOUKVKlYQOKYxFixZx6NAhxg0fTq0uXVD9d09xIyN4/x6MjRMmQJGsJESuJbly7JJ8WYikYdasWUycOJGXL19qXTn58OFDSpQowbJlyyhbti8VKoSfI1UqePYMktv2r48ePaJMmTI0b96c7du3y8rk3+Dl5UWJEiXInTs3dnZ2Sf7P8vjx4zRu3JgFCxYw+P+nSyqKgqWlJbq6uly+fDmBIxTJXZxvZ5E5c2ZSp04do+CEECIhBQQE8ObNWzy+uTJ3Z3Pm7GjGqsM9OXl9KbZ31nHy+lK2nB5KYLA/5+9uwuObK25u72jbti2rV6/my5cvEc49depUHj9+zK5du+L0Hnr16kXz5s159+5dnL6OSJp8fX2pVasWTk5O2NraJroCsr+/P/PmzcPIyIhVjRuHLyADtGolBWSRpEmuLIRIif766y8MDAxYtGiR1v5ixYrRsWNHpk6dSrFiPjRvHn6Mvz9MmRK3cSaEokWLsmvXLvbu3Uv//v2JwVo+8X+Ghob07t2bTZs2JfkCMoT8bqejo0O3bt1C21avXs2NGzdo1apVAkYmRHgxWok8ZswY9u7dy/3792M9QX78+DHLli3j1q1bfPv2jeDg4HBjktMhJLKyQoj49+bNGzw8PCLsVxQFlUoFgO/jx5Q8dQrMzMi8cCGjR49mwoQJEV7btGlTnJyccHZ2Rq2O0ft0UfLvGIX4r9mzZ1O/fn1KliyZ0KGEs27dOnr16kWjRo0YYmtLDV/f8IMuXoSqVeM/OJEsJUSuJbly7JJ8WYikY/To0SxbtizCM0VevnxJoUKFWLBgATVr9qdYsZCNLP5NRwdcXOCPP+Ip6Hi0fv16evTowfjx45mSHKvlcezHjx8YGRkldBixxtHRkVKlStG/f3+WLl0a2p4nTx7ev3/Pjx8/0NUNfwi8ELEpOnlWjIrIAQEBtGnThs+fPzNjxgxKlSpFmjRpYhzwTxcuXKB+/fr4+/ujq6uLqalphP/DvHz58rdfLzGQpFiIxCnYxYUbTZtS3sUFXYB06RjWsiWbDh7k9evXESYvLi4u+Pj4ULp06TiP8eXLl0yYMIGiRYtSt27dX47PlCkTZmZmcR6XSBjv3r3j6tWrtGzZMqFDiVBwcDCFCxemYMGCPDxzhpfBwaj/m4bkzw9PnoC8SSJiSULkWpIrxy7Jl4VIOtzd3enRoweLFy8mX758WsdcvnyZChUqoKenR5cusGXLP33Zsvkyd25q2rWDOFyPkaDmzJnDrVu32LVrV7JYSRtfPDw8KFWqFPPmzaNdu3YJHU6saNKkCU5OTjg5OaH3/wOlXVxcKFy4MDNmzGD06NEJHKFICaKTZ8XoLY2fKyoURaF69eoRjlOpVAQFBUV53lGjRhEUFMS6devo0qWL/EAVQiSMhQtRDxtGJY3mn7Zv3xhrYsL9MmXw8PCIsIhcqFAhADQaDRqNJs7eOXZ1daVY0WL4+PoARCnBMExtiJOzkxSSk6HXr19Tq1YtgoODadSoUaJ9jN7FxYUvX76QI0cOLFSq8AVkgK5dpYAskjzJlYUQKZWpqSlHjx6NdMzPrba+ffvG5Mnp2LkTMmWCCROgenU3ChXKF6dP9CW0ESNGoNFoUKvVeHp6YmJiktAhJXqKotCnTx/8/f2pUaNGQofzW16/hly5YPXqlRw7doxNmzaFFpAh5InCrFmzMmTIkASMUgjtYlTdqFq1apw8Ru3o6Ejbtm3D7AUjhBDxztIS1b8LyP+XfuNGzrx69cu9Wv39/alYsSI9evSgX79+cRLip0+f8PH1YXWL1RTMXPCX4594PKH3/t58+vRJisjJzLNnz6hVqxa6urrY29sn2gIyQJEiRXj79i27d+2iycGD8OlT2AFqNXTunDDBCRGLJFcWQqR0J0+exM/Pj+baNj4G9u/fT9euXXny5AknTmSlUiVwc3tKoUKFaNy4MQcPHkzWb5Sp1WoePnxItWrV2Lp1K40aNUrokBK17du3c+DAAfbt20fWrFkTOpwY8/cHKytIm1bh61dHLC0r0alTp9D+b9++sX37dpo3b06qVKkSLlAhIhCjIvL58+djOYwQxsbGZMmSJU7mFkKIKKtYEWrXhnPnwrZ/+QIrV3KmVCkURaFevXpaL0+VKhUlSpRg2rRpdO3aFUNDwzgLtWDmgpTMnvj2vRXxw8XFhRo1apA2bVpsbW3JkSNHQocUIScnJzJmzEiWLFmwKVgwfAEZoG7d5Hccu0iRJFcWQqR027Zt48qVKzRu3DjMKsufatasiY6ODtOmTWPZsmUAFChQgLJly3L06FG2bt2KjY1NPEcdvwoXLkz16tVp2bIlZ8+eTXSHIScWb968oX///nTs2JEWLVokdDi/Zc0aePUKQAWsImNGb65eVfPzW79u3ToURWH+/PkJF6QQkUhUz4g0atSIS5cuJXQYQggR8jydNvPns3bxYgYPHoxGy2rlfy6fwKdPn1i5cmUcBSgEZMiQgSpVqnDhwoVEXUAG6NmzJ23btmXWrFl4Ll6sfVDXrvEblBBJjOTKQoikYuTIkbx+/Zpdu3Zp7U+fPj0jRoxgzZo1YfZw/3m42PDhw/Hz84uXWBOKrq4uO3fupEKFCjRu3Jj79+8ndEiJkqGhIe3btw9z8FxS9P07TJ0atu3ePWOqVoULF8Db25tZs2bRtm3bRJ/Xi5Trt4vIbm5unDhxgp07d3L8+HHc3NxiPNecOXPw9PRk4MCB+Pj4/G5oQggRc1WrgrZ9LD9+ZE6BAjg5OXHkyJEIL//jjz/o1q0bs2bNwtvbOw4DFSmRg4MDbm5uZM6cmT179mBqaprQIUXq0qVLXLlyhYYNGzJ19GiMjh0LPyh9erC2jv/ghIhjkisLIVKiEiVK0KhRI2bPnh3hwouBAweSIUMGJk2aFNpWoUIFrKys+PTpU5IvGkaFgYEBR44cIV++fHTo0CHSRSopUWBgIBkzZmTFihWkS5cuocP5LYsWgYdH+PYyZUJ+9RwyZAifP3+mdevW8R6bEFGlUhRtp9r82osXL+jTpw+2trbh+mrVqsWKFSvInz9/pHPUrFkzXNu3b99wdHTEyMiIAgUKaN1kXqVSaX3dpEhOmxYiEbOzg1q1wrdny0bd/Pnx9Pfn+vXrEe57+ebNG6ysrNizZw8WFhaxGpqDgwMWFhbY97GP0nYWju8cqbGqBnfu3KFMmTKxGouIXz+Lsc2aNWPz5s0JHU6UNGjQADc3N4oVK0aOc+eYqy2D7t8fUsAviyL+JVSuJbly7JF8WYik6fLly1StWpXDhw9jHcEbxatWreLOnTusXr069DC9u3fv0r59e759+4arq6vW7TCSm48fP/LlyxcKFy6c0KEkGs7OztStW5eDBw/G+u9S8e3zZ8iXD7y8wvedPg21a2vImjUrarWaDx8+xH+AIkWLTp4Voz2R3759S+XKlXF3d8fc3Jxq1aqRNWtW3N3duXTpEufOnaNq1arcvHmTXLlyRThPZPvFff/+nbt372rti4uDSoQQIpwaNaBSJbh6NWz7+/csat6coitWYG9vr/WXfIBcuXLx9OnTZH26tIhf9vb2NGnShLJly4buH5jY3b17l1OnTrFs2TIGDRrEy9y5tS/DkK0sRDIiubIQQkCVKlXYtm1bhLkyQJ8+fcK1lS5dmosXL+Lj4xNaQP72DZL4QtRIZcmShSxZsvD9+3fGjBnDlClTkvzK298RFBRE586dSZ06Nebm5gkdzm+bNUt7AdnKCurUgZMnT+Hh4cGFCxfiPTYhoiNGReRJkybh7u7OmjVr6NGjR7j+9evX06tXL6ZMmcLatWsjnEce1RBCJGoqVcjeyPXrh+syP3KEdcuXU7Zs2UinUKvVvHr1irt370Z4OrUQUXHq1CmaN29OtWrVOHjwYJwe2Bib9PX16dGjBx8+fKCwnh45nz8PP6hkSShdOv6DEyKOSK4shBAhOnToAICiKBG+wRUUFMT69euxsLAIza0zZ87MmjVr+PAhK5cv1+fVK30ePYLkvijZzc2Nbdu2cffuXU6fPp1k8r3YNnPmTBwcHLh69WqS/zN4+zbih+1mzgz5lXPMmDGULVuWqlWrxm9wQkRTjJbHnT59Gmtra61JMUD37t1p0qQJJ0+e/K3ghBAiwdWtC+XKhWtWvX1Ld13dKD1Wu2rVKjp16oSHttWX8czJySmhQxAx5O3tTYMGDTh8+HCSSqaLFi3K2rVr6dChA7u0vCEDhKxClpWTIhmRXFkIIf6xYMECWrZsGWG/SqVi6dKljBw5MrTt6VOYPr0oEydac/asPk+fwqZN8RBsAitUqBDHjx/HwcGBNm3aEBgYmNAhxbs7d+4wZcoURo8eTfny5RM6nN82ZQr4+4dvb9YMKlYM2bbD0dERKysreZJIJHoxKiJ//PiRokWLRjqmaNGi0S6Y1KxZky1btkQ6ZufOnZE+DiOEELFKpYLx47X3zZzJgtmz6fqLx/CHDx+OWq1m9uzZcRBg9HTs2BFra2tu3bqV0KGIKHJwcEBRFFq1asX+/fsxMDBI6JCibNasWaFFssIFClBU2987PT34/yolIZILyZWFEOIfWbNm5cCBA9y7d09rv46ODtOnT8fOzo5z585x4waYm4Ora+Uw4yZPBl/feAg4gVlaWnLgwAFOnz5N9+7dieExVkmWvr4+bdu2ZXxEv4MlIU+ewIYN4dtVKpg2LeTzRYsWYWpqyrSfDUIkYjEqImfOnJlHjx5FOubx48dkzpw5WvOeP3+eV69eRTrG1dVV9okRQsSvxo2hVKnw7a9eUebxYzZv3oyLi0uEl2fMmJEhQ4awfPly3r17F3dxRsHUqVN58uQJ5cuXp1mzZvKodCK3efNmypUrx759+4Cktc/pmzdvGD9+PI8ePaJt27ZcnDcv5Hm+/7K2hkyZ4j9AIeKQ5MpCCPGP1q1bkydPnkgXVFhbW1OxYkXGjBmDhYWCtm1w3dxgxYo4DDQRqVevHlu2bKFQoUK4urri4OAQ5Q9XV9eEDl+rqNzH7du3CQwMZPDgwcnigLnx4yE4OHx7585QtCg4Ojqybt06unTpQqpUqeI/QCGiKUZ7IterV49Nmzaxfv16unfvHq5/w4YNHD16FBsbm9+NL5wfP36kiNNZhRCJyM/VyC1ahOuqduUK2bNkYe7cuaxbty7CKQYPHsySJUuYMWNGrB6I9sTjSbTGNWzYkNGjR7Nnzx5evnyJWq3Gz8+PO3fuULly5V/MIuLTqlWr+Ouvv+jZsycttPzdS+zmz5+PsbExZcqUYfjw4XTq1AmcnLg/ZAhZTp4k68+B3bolZJhCxAnJlYUQ4h+6uroMHz6cAQMGMG3aNP74449wY1QqFTNmzKBmzZqcOXOS6dMb0rRp+LlmzoSePSEKO8oleW3btsXV1RXzwub4+PpE+TrD1IY4OTthZmYWh9FFT3K5j+hwcIA9e8K36+nBpEkhn/fr14/g4GD++uuveI1NiJhSKTF4NuLNmzeULVuWT58+UaRIEapXr46pqSnu7u5cvHiRR48ekSlTJm7fvh3pidNAmHfJ8uTJw6BBgxg0aFC4ccHBwbx9+5ZevXqhKArOzs7RDTtR8vLywsTEBE9PzyjtrSqESCAaTcjhXw8fhus63rYtzffv5+XLl+TIkSPCKY4cOULBggUpXLjwb4cTm4nYli1b6NKlCzVq1GDixIlUr179t+MTv2fRokUMHjyYgQMHsmjRoiS1AhnAw8OD3LlzM2LECJ48ecLNmzd58uQJarWaL1++MGTgQMaVK0d+R0dYswZ0Y/SethBRkhC5luTKsUvyZSGSPl9fX/Lmzcv48ePp169fhOPOnDlDrVq1UKt1qFwZrl0LP2bChJCtLVICBwcHLCwsWN1iNQUzF/zl+CceT+i9vzd37tyhTJky8RBh1CSX+4iO+vXh9Onw7QMHwuLFIeedZM2alfLly2Nvbx//AQrxf9HJs2L0W1uuXLm4cuUKvXv3xt7ePtzjejVq1GDlypW/TIohJBn++cuxSqVi8eLFLF68OMLxiqIwd+7cmIQthBAxp1bDuHHQtm24rvoODhgbGnLs2DF69+4d4RTW1tZA5KdTR5WZmRlOzk58+vQpytdkypRJ6zv5HTt2xNjYmClTpmBlZUW1atWYNWsWlpaWvxWjiBmNRsO5c+cYOXIkM2fOTHIFZICVK1eiVqtp2bIlpUuXZt68eajVao4cOUKRIkXYtG1bQocoRJySXFkIIcJKnTo1zs7OpEuXLtJxdevWBUIKbDNmGFOjRvgxCxZA//4QzR2BkrSCmQtSMnvJhA7jtyWX+/iV8+e1F5CNjGDs2JDPN2zYQEBAAFu3bo3X2IT4HTFe+pM/f35sbW15+/Ytd+/excvLi7Rp01KqVKkoJcQ/de7cGZVKhaIobNmyhZIlS1JKy96jOjo6ZMiQgZo1a1I/otPdhRAiLrVsCYULw39Wd+k8ecLLtWtJ26PHL6dwcnKiefPmHD16lAIFCvxWOGZmZrHyeJdaraZ58+Y0a9aMo0ePMmXKlNC9m729vUmTJk2SLGQmNYqi4ObmRs6cOTl48CC6urpJ9s992LBh1KxZkxMnTmBgYICNjQ2+vr507tyZKlWqsGfPHgwNDRM6TCHilOTKQggRVrp06dBoNDg5OUV6+OiiRYtYvHgxzs7O1K2bijNnwvZ//x6yrcWCBXEcsBAxoCgwerT2viFDIEuWkEUjEydOpG7duuTMmTN+AxTiN/z286M5c+b8rb/0mzZtCv38/PnzdO3alYEDB/5uWEIIEft0dELeOu7UKVxX2sWL0djY8OLVK/Lnzx/hFHnz5uX79+9MnjyZbYlsNaZKpcLa2pomTZqEtnXo0IGPHz8yYcIEGjRokGSLmomdoigMHz6cDRs24OLiEu3DthKTgIAADA0NqVKlCpaWljRo0AATExN27NiBp6cnJ0+exMvLS4rIIsWQXFkIIf4xd+5cpk+fjqura4SrkuvVq8fQoUNZvXo106cPDFdEhpAD9gYPhmi8JydEvDhyBK5fD9+eIQMMHRry+enTp/H09Aw5M0SIJCRGRWQdHR0mTZrE+PHjIxwze/Zsxo4dS1BQUJTn/dVp00IIkeDatg05CeH587Dt37+zdMQIpm7ZwuvXrzEyMtJ6uYGBAePGjaNv376MHj060lUYCeXfheL+/fszefJkGjVqhIWFBRMmTKBJkyZSTI5FGo2GAQMGsGLFCpYuXZqkC8i+vr4ULlyYGTNm0KJFCwwMDChevDgQ8siesbEx1atXJ2vWrL+YSYikTXJlIYTQrkuXLkycOJGVK1cyOoLlmubm5nTu3Jnp06fz/Hk3WrRIw/79Ycf4+4fsixzJudYp2qNHj3B0dESj0aAoCoqiULhwYapWrcqnT5/YvXt3aLtGo0FXVzd0r+pNmzbx8ePH0D5FUWjRogWFChXiypUrnD17NkxfkSJFaN++PZ6enkyfPj3MvIqiMHv27AT+04g/wcEwZoz2vjFjwMQkZPHIvHnzKFu2LG3atInfAIX4TTEqIv/8oRCVcdHRqFEjatasiZWVFWXKlJEihRAi8dHVDVmN3K0bAF5Zs5Jm+nTUnTrR1M2NoUuWsH79+khXiXXr1o3Zs2czceJE9u3bF1+Rx0jdunWpU6cOdnZ2TJ48mTZt2vD69WuyZMmS0KElC8HBwfTq1YuNGzeydu1aekRhS5TEbOPGjbx9+5YKFSpQrVo1GjRowOTJk3n58iW2trYA2NjYJGyQQsQDyZWFEEK7rFmz0rVrVxYtWsSgQYNInTq11nGTJk1ix44dLF68mKlTx3LwYMg51/+2cSMMHw6FCsVD4EnMmTNnwjz1qFKp6N27N1WrVuXdu3cMGTIElUqFWq1GpVJhZGQUWkReu3YtTk5OYfpLlSpFoUKFcHR0ZO3ataHtarWa+vXr0759e/z8/Dh48GCY61QqFTNmzEioP4Z4t307PH4cvj1HDujbN+TzzZs3Y2dnx5IlS+TfcZHkqONqYg8Pjwj/QYjImTNnGD58OOXLlydDhgw0bdqUhQsXcu/evbgJUgghYqJjR2jQALZvJ+2bN3xv2ZI9Bw+SJ08e2rVrx7x58wgICIjwcn19fSZOnIijoyPe3t7xGHjMqFQqatWqxcWLF3n8+DFZsmTh+/fv1KxZk3379qH5b0Yvouzly5ccPnyYLVu2JPkCcmBgIHPmzKFNmzZ4eHhw69YtKlSoAIT8HSpdujTp0qWjcePGCRypEImD5MpCiJRq2LBhfPr0iY0bN0Y4Jnfu3AwaNAhfX1/MzaFLl/BjNBqI5IGPFG3gwIEEBQURHByMRqNBo9GwcuVKAEqUKIG/vz9+fn74+Pjw48cPPn78GHrtlStX+PLlC58/f8bDw4OPHz/SsGFDAPr27Yubmxtv3rzB1dWVV69esWrVKgBMTU15+vQpT548wdnZGScnJx4/fhztf+uSKo0GpkzR3jdpEvz8Y5g4cSK6urqRHsguRGIV5ZXIW7ZsCfP1vXv3wrVByKqqt2/fsnHjRooVKxatYL59+8alS5ews7Pj/PnznDhxgqNHj6JSqUiXLh3VqlWjRo0aWFlZUaJEiWjNLYQQsUZPD06cAEIKZ7Vq1eL27dsULFiQkSNHsm3bNnbu3EkXbdnu/3Xq1IkOHTqgp6cXX1HHirx58wLw+fNndHV1adWqFUWKFGH8+PG0atUKHR2dBI4waQgICEBRFPLnz8/z588xMTFJ6JB+286dO3n9+jVHjhxh1qxZ5M+fnwbHj8Pdu+Tp0oVx48bx7t07UqVKldChChEnJFcWQoio+eOPPxgyZEiEeyL/9O9tECZNClnl+d91Gnv3goMDlCkT+3EmZTo6OpKXxzO1Go4ehT//fISz8z9bFhYsCD8fxHv27Bmurq4MHz4cfX39hAlUiN8Q5SKyjY1N6FJ7lUrF4cOHOXz4cLhxPx/LS506NZMmTYpWMEZGRtSvXz/0RGkvLy8uXrzI+fPnsbe359ixYxw5cgSVShWt/eOEECKu6OnpkSNHDu7du8eECRM4cuQIvXv3/mVx+Gdi5+zsjEajoUiRIvEUcezInTs3Z86c4dq1a0ydOpV27dpx9OhRtm/fntChJQhXV1c+ffoUpbH+/v6MHTuWTJkysWfPnmRRQAZ4+PAh1tbWZMqUib1797Ji/HhUU6ZAcDDK+PE0r1MHVbdu4OcHBgYJHa4QsU5yZSGEiLq5c+dGaZyfnx8rVqygTZs2/PVXDhYvDj9m7Fg4eTKWAxQiilxdXbG1tcXb2xsdHR3evBlJgQLNMDPbhq0tTJsWsiMiwMKFC8mcOTOTJ09O2KCFiKEoF5F/PmqiKArdunWjWbNmNG3aNNw4HR0dMmTIgKWlJenTp/+t4NKmTUuxYsXw8PDgw4cPuLq68vnz59+aUwghYtvUqVM5fPgwR48e5c6dO6GPdP2Koii0a9eOjBkzcu7cuTiOMm5YWlpy4sQJbt26FVoYuXnzJo8fP06SK61jwtXVFfPC5vj4+kT5GrVKzZat4VcoJmVz5swhKCiIEydOkCFDBjpCyOkigEpR4MyZkI/p0yM+cUSIJExyZSGEiJ7Xr1+zceNGJk6cGOHesP7+/kyfPp0nT54wZcoq1q2DHz/Cjjl1Ci5ehGrV4iFoIf7v5s2bTJ82jWPHj6PRaNDX0yUgMOQN3Hz5PJg69Rb+/uWoVClkvJeXF+vXr6dVq1YpZosPkfxEuYj878eyL1y4QPPmzbG2to71gNzc3LC3t8fOzg57e3tcXV1RFIUcOXLQoEEDatSoQY0aNWL9dYUQIqaKFy9O69atOXDgAOPHj+fEiRO4urqyc+dORowYEWFSrFKpmDhxIs2bN8fe3j5J/2wrV65c6OenT59mwoQJTJ06lTFjxtCpU6dk/bjWp0+f8PH1YXWL1RTMXPCX4594PKH3/t6Ym5vHQ3RxT1EUTpw4Qf369dHV1cXa2pr69eqhX6pU+MEqVcie4kIkQ5IrCyFE9Li6ujJ58mTKlStHo0aNtI4xMTFh1KhRjBkzhmHDhjF4cH6mTQs/bvRouHw5JNVIjp54PInVcQkludzHgQMHaNeuLXmyZ2RKP2usa5QijWEqvvv4c8T+HluOXqdKlcrs3LkLtfpPIORAvaCgIMbLRt4iCVMp0T0WOg4VLFiQ58+fA5AlSxasrKxCE+ECBQokcHRxw8vLCxMTEzw9PUmbNm1ChyOEiCEXFxdKlizJzJkzGTx4MCdPnqRhw4bY2dlF+su8oiiUK1cOAwMDLl26lGxO6HV0dGTatGns27cPMzMz9u7dS/ny5bWOjc5WEACZMmXCzMwstkL9bQ4ODlhYWGDfx56S2Uv+crzjO0dqrKrBnTt3KJMMNvA7d+4cderUwdbWlhw5cpAjRw7SPHwIlpbhB9epE7IaWYh4lJxyrZSYK0Py+h4KIf6hKApVqlRBpVJx+fLlCMf5+vqSP39+rKysWLFiO/nywZcv4ccdPQrJ7fzemDzxZpjaECdnp0SVLyeX+4CQFchVq1ahTkVz5g9vhb5e+LWZAYFBDJ27l7PXnbh8+QpFixalUKFCVKlShZ07dyZA1EJELDp5VpRXIkckODiYT58+4e/vr7U/Ov/DP3v2DIDatWvTr18/rKysks1ekUKI5K1QoUJ8+PAh9ICQ+lmz0qJgQWbNmhVpEVmlUjFt2jQaNGjA6dOnQ/e5TOpKlizJ3r17efjwIXPnziV//vxASNJVokQJDP6/J25ySihTqhkzZmBhYYGVlRXly5fHzMyMA5kyaR/crVv8BidEIiC5shBCaKdSqRg1ahTW1tZcvnyZKlWqaB2XOnVqJkyYwF9//cX48eMZNaowI0aEHzd2LDRsGHLAWXJhZmaGk7NTkl5wAcnnPgBmTJ9OnuwZIywgA+jr6TJ/eCusByxnxvTp5MiZk7dv39KhQ4d4jlaI2BXjlch37txhzJgxXLx4kYD/HpH6c/JoHuoxd+5cLly4wKVLl/j+/TtqtZqSJUtSo0YNatasSdWqVUmTJk1Mwk20ZGWFEMnL+6NHcenYESsvLz4UL062Bw9+ueJUURRmzZpFhw4dEmWiFFv8/PzIkSMHBgYGjBw5kp49e+Lk5ISFhUW0t4JITKt4U/JK5OvXr2Npacm+ffvInj07lSpV4uT+/dS3sQFv77CD06WD9+/lUD0R7xIq15JcOfZIvixE8qXRaChRogR58uTh2LFjEY4LDAzk7NmzNGjQAD8/Ffnzw7t3//QXKfKdpUvTULNmPAQtUixXV1fy5s3LlH7WtG9U4Zfjtx+/wcTlRzA2NkZHR0fOLRCJUnTyrBi9R3fv3j2qVq3KtWvXqFu3LoqiUKJECerWrUumTJlQFIXq1avTqVOnaM07fPhwjh07xtevX7l69SpTp04lU6ZMrFq1ikaNGoUeQjJ27NiYhC2EEHHn5k1o2JBs1tZYeXkBkPXBA1rkyMGsWbMivVSlUjF69OhkXUAGMDAw4Nq1a9SpU4chQ4aQN29etm3bBkDBzAUpmb3kLz+iUmiODxqNhm/fvvHy5UucnJwSOpwEM3PmTAoXLkzz5s1ZsmQJ+fPnp663d/gCMkD79lJAFimG5MpCCBE1arWaNWvWMG/evEjH6enp0bBhQ1QqFYriw89tZYsUgYMHwcFBXwrIIs7Z2tqi0WiwrlEKR5dsOL3IEun4pjVKodFo8PT0ZNOmTfETpBBxKEZF5KlTpwJw48YNDh8+DEDz5s05efIkr169ok+fPjx8+JCJEyfGLCi1mgoVKjBq1ChOnTqFh4cH8+bNI3369Ny4ceOXBRkhhIh3Z8/CyZPhmlfnzMmECROiNMXx48dp0KABGo0mtqNLNAoWLMimTZtwdnamUaNGXLt2LcFi+ZnQvXz5EgcHB2xtbbG3twdCVoePGTOG3r1706ZNG+rWrUu5cuV49eoVAF27diV9+vTky5ePjin4oLgmTZowc+ZMPnz4wL59++jfvz/qzZu1D+7aNX6DEyIBSa4shBBRV6lSJQoXLkxUHpIeMmQIDRs2pFs3hV274P59OHasB82aNaV169b4+fnFQ8QipfL29sYglT5qdRoGzbKm2cAuLNtRiaBg7efapDFMhb6eDjly5KBxctuwW6RIMdoT+fLly1hbW4c5Wf7nD/zUqVOzbNkyrl69ypgxY9ixY0eMAnNwcMDe3h57e/vQR/YURUFXVxcLC4sYzSmEEHGmf3+YNw++fQvTnPHGDTL6+6Moyi8PzcuQIQOnTp1iz549tG3bNg6DTXj58+dn/fr13Lp1K8ID96JCURS8vLz4+vUrX79+5cuXL3z9+pWGDRtiaGjI1q1buXr1amj7169f6dOnD927d+fw4cP8+eefYeYrUqQIjx49QqVScfz4cXR1dUmfPj3p06cnT5486OjoANC7d+/QVX/u7u4ptpDco0cPAB4+fEjt2rXpamUFgwaFH1i8OMi/3SIFkVxZCCGi59GjR7Ro0YITJ06QL1++CMfVqlWLhQsXYm9/hjZt6gFQvnx5evfujY6ODpaWlgwePDi+whYpjLGxMX7+AUxbXZXX79MDsGBLNc5eK8C8YccokDvsdhXfffwJCAymWLFiyeYAdZGyxaiI7OnpGeYHu56eHt+/fw/9Wq1WY2VlFe1TJ5csWYK9vT0XL17k27dvKIqCjo4OpUuXDj19Ornu9SaESOJMTODvv2Hy5HBdnsOHU/XTJ06ePEmOHDkinMLS0pJGjRoxceJEWrZsia7ub599muj9LMpG16hRozhz5gwajSb0MMN/e/LkCQUKFOD+/fvcvHkzTCH45/egfPny7N69O7QvQ4YMZMiQIXQOR0fHCF+/UqVKoZ87ODjE6B6SshcvXjB16lTmzJlD5syZKVasGCdPnoSIVlV27QqSOIsURHJlIYSInrx58/LlyxfmzZvHihUrIhzXsGFDKleuzOjRo6lTpw5qtZquXbsya9YsFEVh2rRpdO3aVWt+KMTvqlWrFipVbXadDLsI5sHTbDTp35Xd87ZRstCH0PbD9vdQAYsXL47nSIWIGzGqUGTJkoWvX7+Gfp01a1aePn0aZoyfnx8+Pj7RmnfQoEGhB4T8TISrVasmB2gIIZKGv/+GBQvC7QdrYm9P2jRpWLhw4S/3e5syZQoWFhZs27YNGxubOAw2aStWrBgQUoTet28fadOmDS0Gp0+fPvQXh7lz50Y4R44cOWjdunV8hJvszJ07l+PHj7N8+XLs7e1RFIWaVlagba83XV1IoSu1RcolubIQQkSPoaEhf//9N1OnTmXChAlkzZpV6ziVSsXMmTOpVq0a+/bto3Xr1ujp6TFhwgS6du2KgYEBc+bMYcaMGfF8ByIlSJfODAOD7fj6hu8rXuADxfK7h34dEBjExoNXyF8gP4UKFYrHKIWIOzHaE7lIkSK4uLiEfl25cmXOnDnD9evXAXBycmLPnj0ULlw4WvMePHiQT58+cefOHebPn0/jxo0lKRZCJB3p04dsa6HFypw5WbVqFV++fIl0ijJlytCiRQv2798fFxEmG//ePqJFixbUqVOHsmXL8scff5AhQwbU6hj98yai4P3792zYsIHBgweTOnVqhg8fHlKst7MDV9fwFzRpApkzx3+gQiQgyZWFECL6+vbti56e3i9XbVatWpWWLVvy8ePH0LaOHTtSpkwZ6taty5YtW/D394/rcEUKNHQo+PqGP0zPIFUgc4YeR0cnZOuqgMAgBs/ezUu3T7RqJYtWRPIRo9+yGzVqxMWLF3n//j0AI0eORFEUKleuTObMmSlevDjfvn1jzJgx0Zq3adOm8tiJECJpGzIEjIzCNRdzcaFAYCDLly//5RTr1q0LPYhJJB1PPJ7g+M7xlx9PPJ4kdKjRcvLkSQoXKcypU6cAWLBgAQYGBvTt25fr169z584dBg4cCBs3ap9ADtQTKZDkykIIEX3p06fnr7/+4syZM788ZG/Pnj30/9fiDV1dXW7dusX27dt58OABqVKlQlHQumJUiJg4eRLWrdPeN6jjOfLm+Mp3H3+2H79B477LOHXlESqVGttztlE6NFKIpEClxOBvc2BgIF++fCF9+vTo6+sDcPXqVaZPn86LFy/InTs3AwYMoFGjRjEK6sePHxw+fJh79+7h6elJ2rRpKVWqFM2aNcNIS3EmKfPy8sLExCT0PoUQycDw4SGH7P3HrQIF6Gtiws2bN6N0sMK9e/coVKgQqVOnjosoEwUHBwcsLCyw72NPyewlfzne8Z0jNVbV4M6dO5QpUyYeIvw1V1dXzAub4+Mb9cfSDVMb4uTshJmZWRxG9vuCgoIoVqIYLk4uFDIvxK0bt8iVKxf9+vVj+vTptGvXjjt37uB8/TrqHDngvyeiZ80Kb96EbGkhRAJJiFxLcuXYJfmyECnHjx8/MDAwiNK5Gd7e3qxatYoBAwZgYGAAhOxJf/DgIQwNmzJtWmpq1kzFokVxHLRI9r5+hWLF4N07bb12QG30dNUEBgUDIUeB/Ky05ciek+cvnpEqVar4CleIaIlOnhWj3+r09PQwNTUN01apUiWOHz8ek+nCOHToED169ODr169h3q1RqVSkS5eOtWvX8ueff/726wghRJwZNgyWLQtXUCv7/DnXHjyIUgHZ3d2dcuXKMXfuXAYNGhRHgYrYYGZmhpOzE58+fYryNZkyZUr0BWQIWRX/xPkJ7Za2Y9fAXezYsYM7d+6QLl063Nzc2LdvH/Pnz0e9Z0/4AjJAp05SQBYpkuTKQggRMz/fCHN2diZ37tyRLqb48OEDo0ePRldXl8GDBwOwcuU9Ro/ODaQDwMUFBg+G3LnjOnKRnA0cqL2AbGgYzNKl4Oo6gR8/fmBkZESZMmXo0qULJUuWZMGCBWTJkkUKyCLZiNFK5Lhy7do1qlevjo6ODjY2NlhZWZE1a1bc3d05f/48mzZtIigoiAsXLmBpaZnQ4cYKWVkhRDI1aBBo28+tSxeejRtH7ty50dPTi3SKHj16cPToUZ4/f06aNGniJs4E9nMl8uoWqymYueAvxz/xeELv/b0T1Urk5MrLy4v8BfKTt1Ze2i9vz/a+23lp95IXz15gbGzMt2/fWLVqFX379iVt7dpw61b4SR4/BnPz+A9eiH9JTrlWSsyVIXl9D4UQv+bu7k7OnDlZunQpffr0iXRsr169OHjwIC9evGDVKmNGjAg/pmtX2LAhjoIVyd6hQ9C8ufa+1auhV6+Q7d8GDx3MogWL0NPTo3bt2qxevZpevXrFa6xCxER08qwoFZFd/39QTo4cOdDR0Qn9Oiqis9KqcePGXLhwgWvXrlGsWLFw/Q8fPsTS0hIrKyuOHj0a5XkTM0mKhUim3r2DfPngP4d6KDo6FFQUxm3YQJcuXSKd4vXr1xQoUIApU6YwatSouIw2wSTnrSCSunHjxjF3/lzG3BpDuhzp+Pr2K9PKTmP4kOHMnDnzn4EPH0Lx4uEnqFgRrl2Lv4CFiEB85FqSK8ctyZeFSHnatGnDrVu3ePLkCbqRPNX09u1b8ufPz+jRo2nTZiJFi4JGE3aMWq3w8KFK3tcW0fbpExQtCv86wzFUvXoh+yQHBwdRoGABXr18RZ68eShcqDDv3r3j3r17UXoCVYiEFutFZLVajUqlwsnJiYIFC4Z+/SsqlYqgoKAoB54xY0aaN2/Ouoh2Kwe6d+/OoUOH+Pz5c5TnTcwkKRYiGevXD1asCNd82syMwUZGPHz4ELU68vNN+/fvz44dO3j58iUmJiZxFWmCcnV1TZZbQSRlb968oUDBAlTrV41GY//Zs/X4tONcWnmJRQsX8eLFC2bOnIl6+HBYsCD8JGvWQM+e8Ri1ENrFR64luXLcknxZiJTn7t27lClThh07dtCuXbtIxw4bNow1a9bg6urK0KHptK46btEC9u2Lo2BFstW6NezdG77dxCRkHUXOnIQ+mdd2SVt2DtwJCixZsoQBAwbEf8BCxECs74ncuXNnVCpVaAHj59exzcfHhyxZskQ6JkuWLPj4RH3FmhBCJJiRI2HtWggMDNNc5907fgQFceTIEZo1axbpFGPGjEFPT4/g4OA4DDRhmZmZSVE4kRk7biypjFNRa2CtMO21/q7Fja03GDt2LOXKlQt5EyR/fvzNzEj175WXqVNDmzbxHLUQCUdyZSGEiF2lS5emXr16zJo1i7Zt20b6M3XUqFE0aNCAdOnSMXEibNsGAQFhx+zfD7dvQ9mycRy4SDZ279ZeQAZYsiSkgOzl5cX4ieMp27osFTpU4Omlpzjsd6B169bxG6wQ8SRR7Ylsbm5OmjRpuKVtX8X/K1++PN7e3jg5OcVjZHFHVlYIkcz16hVSSP6PQ9myMTNXLq5fvy6POYlExcHBgbJly9Jyfksq21QO139l4xX2Dt3L0qVL6d+/f0ijorChRw/YsAEbIyPUzZvD1q3xHLkQ2iWnXCsl5sqQvL6HQoiou3TpEtu3b2f+/PmhB+5FRlEU/P39GT3agEWLwvdXq+aLjc0uvL29MTY2platWrKQQWj14UPINhZfvoTvs7YO2SdZpQrZ/m3OvDmMvT02dPu36WWnM2rEKKZOnRrvcQsRE9HJsyJ/jjqetWnThjt37tClSxfe/efoy/fv32NjY8OdO3doI6ubhBBJxahRoKMTrtnaw4Oq+fLh5+cXpWlWrFjBrFmzYjs6IcJQFIWhw4aStWBWKnasqHVMxU4VyZwvM/sP7EdRFDQaDQrQfvly8tnbo/7wAWbPjt/AhUghJFcWQqQkVatWZdWqVVEqIAO0atWKAQMGMGYMaDuT+uLF1HTrtpmRI4bTrVs38ubNS7OmTSN9Y06kPIoCvXtrLyBnyBBymJ5KFbL927z587Dqb0W6HOkASJ8zPTX612De/Hm8ffs2fgMXIh7EeCWyl5cXDg4OoftYZs6cmTJlymBsbBzjYHx9falZsyY3btxAX1+f/PnzY2pqiru7O8+ePSMgIIDy5ctjb29P6tSpY/w6iYmsrBAiBejaFTZtCt8+cCAsXhylKcaOHcvChQt58eIFWbNmjd34hPg/Z2dnzM3NaT6jOdX7VI9w3IVVFzg45iDOzs5cv36dBQsWcP369WTzb7NIXhIq15JcOfZIvixEyhUYGMjq1aspX7485cuXj3TswoULGT58OI8fP2bbtoJoWwhaouAbDi7ezg9ff47Y32PL0eu8eveZnTt38eeff8bRXYikZPNmsLHR3rdixRcqVHgFwIQJE7h44yJj74zFwNggdIyftx/TLaZTvWJ1Jk+eDICpqSk5cuSI48iFiJlYP1jv3x4+fMioUaM4ffo0mv8ce6qjo0PDhg2ZMWMGRYoUiX7kQEBAALNnz2bTpk28fPkytD1fvnx06dKFESNGkCpVqhjNnRhJUixECvD0KRQuHO6oaMXAgM2TJ1O6Xj1KliwZ6RRfv34lb9682NjYsEjb83lCxAJFUahVuxbObs4MuzQMHd3wq+iDg4KZW3kuRcyKcO7sOapXr46bmxtWVlasX78+AaIWInLxnWtJrhz7JF8WIuXSaDQUL16cfPnycfTo0UjH+vn5UbBgQSwtLVmzZjdmZkF4eYU/BmrNxH3UtnwGQEBgEEPn7uXsdScuX75CuXLl4uQ+RNLw9i0UKwaenuH7WrUCj8+1OW9n+0/bglaRbv/2U41atbE7dzZOYhbid8VZEfnChQs0adKE79+/Y2hoiIWFBdmzZ0dRFN6/f8/t27fx9fUlbdq0HD9+nMqVw//PFB3e3t54eXmRNm3a31q1kZhJUixECtGxI2zfHvqld+HCGM6YQcGhQ7EoW5Y9e/b8copp06YxdepUnj17Rq5cueIyWpGC3b17FwsLi0j3RN43bB8ODg4YGhpSqFAhMmbMyJ9//smaNWsSIGIhIhefuZbkynFD8mUhUrYtW7bQpUsX7t+/T/HixSMdu379enr06MGdO3fo3MmRR4+7hhtTMM9Hji/fiI5OSCkkIDAI6wHLKVKyAgcPHYqLWxBJxKZN0K1byJYW/5YlCzx6BCdObKF3nz4EBgWRMU8GRl4ZEeGii1mV5vDl9Rf0dHVZvWoVnTt3jp+bECKa4mRPZB8fHzp27Iivry+TJ0/G3d2dCxcusHPnTnbt2sWFCxf4+PEjEydO5Pv373Ts2DHKe33+pKOjQ4cOHUK/NjY2JkeOHLGSFLu5ubFo0SLq1q2LmZkZ+vr6ZM2alRYtWnDjxo1ozaXRaFi2bBklSpQgderUZM6cmdatW/P06dPfjlMIkUyNHRuyeZalJZw8ifHjx7hXqMDQYcPYt29flH5+/P333xgbG7NVDiwTcah06dK0bduWE1NP4Ocd9t9xPy8/Ts86TefOnSlVqhQbN24kTZo0fP78GZuInvsTIoWQXPkfkisLIWJTu3btMDMzY3YUzlzo0qULFStW5MaNGzx26k9ao0/hxjx5lYWj5/95GkRfT5dOTSpy5OhRXF1dYzV2kbTY2MC4caeAsP9erV4NmTJB586d2btnD8GBgVTuWklrARlAR1eHKt0qERwYyL69e6WALJKNKBeR9+7di5ubG9OnT2f8+PFaN7c3MjJi4sSJzJgxA1dXV/bu3atlpoilTZs2zlbXLV26lMGDB/PixQvq1KnD0KFDqVKlCocPH6ZSpUpRWgX4U58+fRgwYADBwcEMGDCAhg0bcuTIEcqVK8fjx4/jJH4hRBJnbg6OjnDlCtSvz8lTp8idOzf6+vqYmpoyZ86cX05hbGzMrVu3GD16dDwELFIyPT09fDx9sF1iG6bddoktAd8DmDZtGgBnz54lR44cFChQAEtLy4QIVYhEQ3Llf0iuLISITXp6egwbNoxdu3bx6tWrSMfq6upy9epVDAwMUBQfBnW6pnXcom1VCAj8pxzStEYpNBoNdnZ2sRm6SGK+f//O5s29yZmzMX37BgHQqRM0a/bPmEaNGlGtejWubLhCcFCw1nmCg4K5sv4K1a2q07Bhw3iIXIj4EeUi8vHjx8mUKRODBw/+5dhBgwaRIUMGjh07Fq1gypcvj6OjY7Suic7cFy9e5NmzZ6xfv56ZM2eyb98+7O3t0dHR4a+//sLf3/+X89jb27N27VqqVq2Kg4MDc+bMYfPmzRw/fhwvLy/++uuvOIlfCJEMFC8eshoZ8Pf3JygoiIkTJzJw4EA2b97Mu3fvfjlF3rx5UalUPHv2LK6jFSmMm5sbDg4O2Nrasn//fiqUr4DdUju+uX0D4Ovbr9gts8OmdRu8rl/HwcGBRYsW4ebmho2NDar//90WIqWSXDmE5MpCiLjQvXt39u3bh5mZ2S/HqlQq3r9/Typ9PTo0diJ39i/hxri+T8+6/f8c1JfGMBUGqfTw8vKK1bhF0jJ06FA+ffrEhQsnWb5cl/Pnw5+DrlKpWLRwER7PPbi+7brWea5vvY7HCw8WLVwkObJIVqJcRHZ0dKRatWro6en9cqy+vj7Vq1fn3r170Qpm8uTJ2NnZsXnz5mhdFxV//vknVatWDddetWpVatSowZcvX3jw4MEv51m7di0Qsjfpvw8tqVWrFvXq1ePixYs8efIk9gIXQiRLTZs2xdzcnHfv3mFsbMz27dsxNTWN0rWHDh2iUKFCODs7x3GUIiXp2LkLFhYW1K5dmx8/fnD9+nWUYIXj048DcHz6CZRgBe/NmynSqhUBFhZsrVqVSsVL0KdPnwSOXoiEJ7lyCMmVhRBxwdDQkGbNmqFWq4nKsU6fP3/GPyAQ/wBfhnS+pHXMvE1W7D9bDIDvPv74+QfKvusp2Lp161izZg19+/YlX758AFSvDunThx9boEAB9PT0OB7B9m8npp8gf/78lCpVKh4iFyL+hD+qNAIfP34kT548UZ44b9682Nra/nrgv5w5cwYrKyu6devG0qVLKV++PKampuHeuVGpVIwfPz5ac0fmZ7Kvq/vrP47z589jZGSk9SCUevXqcerUKS5cuEDBggVjLT4hRPKjUqlYsGABDRo0YNq0abi6uqKjo4OiKL98t7pBgwbkyJGDSZMmsWvXrniKWCR3Xbt05urlS6j1DbAeuZgs+YrgcuUU51ZO4o9Kf3Bnz23q9J3M+PNH4NFtKgIVgaDbt9AdODBkszgtj+8LkVJIrhxCcmUhRFxq3749efPmZfr06ZGOGzhwIAsXLuSI/T3aNkjFqj0VcXoRfsHGyIUNMUodwGfPrajVamrWrBlXoYtELDAwkCFDhmBoaMjkyZMjHasoCj169CAgIICg4CBsl9jSaGyj0H7bJbb4evqhY/rrN5WFSGqiXET29vaO1rtyadKk4fv379EKZtKkSaGfOzg44ODgoHVcbCbGrq6unDt3jqxZs/7ypNcfP37w/v17ihUrho5O+A3UCxQoABDpoSH+/v5hHgWUx2WESLnq1atHqVKlcHNz49u3bwwePJgiRYowduzYSK9LlSoVEyZMoGfPnowZM4YSJUrEU8QiOStVKmQvQJPUBhye0Q/r0UupbjMcx1M72DVwF1nyFaZJnVYUWj4hzHW6gYEh+30bGiZQ5EIkDpIrx06uDJIvCyEilj17dpYtW8aIESMwMTGJcFzu3LmpUqUyGw5epmVdC8b2sqPjqHbhxmk0av6eZU32LIuwbtIkSttliORn9uzZ/Pjxg6NHj2L4i5x27ty57N69G7VajSZYg/1SeyrbVCZdjnT/3/7NHk1wMM+ePsHPzw8DA4N4ugsh4l6Ui8gajSbak0f3Gnt7+2i/xu8IDAykU6dO+Pv7M2fOHK3J7r95enoCRPiP1c9fHH6O02bmzJm/fGdLCJEyqFQq9u7dS6ZMmUiXLh3p06VjycKFDB48+JfJS5cuXZg1axYTJkzg0KFD8ROwSLaCg4Pp0aMHBQoU4PLly/Tr149dE7qTv0JtGg6ey4mFw2g4eC7m+1Zrn6Br19D9voVIqSRXjp1cGSRfFkJEbMiQISxdupRVq1YxcuTISMfOn78Ay4oVGTxnDwtHtGZc73NMW1073DizbOtx/XCdvWOvxFXYIhHy9gZjY9ixYweTJ09m5MiRvzwE7/z584waNYrMmTOTK3ceihQuxKnTpzgx4wTtl7fnxIwTpDdJR7269XB5+kyKyCLZiXIRGeDhw4dRPpn54cOH0Q6mevXq0b4mpjQaDd26dePixYv07NmTTp06xcvrjh49miFDhoR+7eXlFWenbAshEr/8+fODonB66FDGnDqF8ZcvrFu3joEDB0Z6nZ6eHjNmzMDR0RGNRoNaHbLF/cmTJxk8dDCLFiyifv368XELIhlYsmQJt2/f5sqVK2TIkIFq1aqxZ+8+UqdNT6HK9clTqjKpUhthMb1f+It1daFjx/gPWohESHLl2CH5shAiItmzZ6dz584sXLiQv//+O9ICXbly5ejVuzerVq3i6auPdGl2h96t9Vi955+fpRlNJvHi7RTGjh2Lvr5+fNyCSAQeP4bKlWHUKH+WLBmJqakpEydO/OV1ly5dQlEU+vfvz7hx41Cr1axatSpkH2XLfNzefZuVK1fSu3fvML+jCZFsKFGkUqkUtVod5Y+f4xMjjUajdOvWTQGUjh07KsHBwVG67vv37wqgFCtWTGv/sWPHFEAZPnx4lGPx9PRUAMXT0zPK1wghkgmNRlGOHVP8S5dWFFAUUL6lSqUUzJFD8ff3j/Z0gYGBSiHzQgqgFDIvpAQGBsZB0CK5+fz5s2JkZKQMGDAgtK1u3bqK6R9FlMlXvioWTTorgNLHsm7o39MwH82aJWD0QvxafOVakivHTa6sKJIvCyHCevLkiZImTRrl0qVLkY7TaDRKhfIVlOyZCirF89VUVCq1Aihq1WIFghXoqZT4o7aSPVNBJV++fIqurq5y9OjReLoLkVACAxWlbNl/Ulm1+pJib/860muCg4MVX19fxdzcXClTpkyY37P+/TtY4SKF5XcwkeREJ8+K8krkqLwrE5seP36sdYVGgQIFKF26dIzn1Wg09OjRg40bN9KuXTs2bdoU5XeHjIyMyJYtGy9fviQ4ODjcI30/93f7ud+bEEJEql8/WLmSf695MPH3p5m7Ow4ODlSsWPGXUwQEBDBz5kxq167NgwcPeOL8hHZL27Fr4C7Wr19P79694y5+kSxkyJCBkydPhp4e/eDBA+zOXyBn0XKs7FwJz/evGTx4MOWWLNE+Qdeu8ResEImY5MqSKwsh4keBAgV4//49adKkiXTcmTNnuHHzBn2s13Lq5nIsCjbhtsthClQ5i8ulHXRv1IlSBUbg9OoSKw51o1KlSrRs2ZITJ07IAXvJ2KxZcPv2P19rNFVo3Bjmz4eIfnXq06cP9+7d4/nz5zg4OIQ5aFZXV5eF8xcyeOhgFs5fGKVDaIVIsuKhqB2pHz9+KNmzZ1fKli0bZpXDpEmTtK7ayJ49u/Ljx48YvVZwcLDStWtXBVDatGmjBAUFRXuOtm3bKoBy4cKFcH3169dXAMXFxSXK88nKCiFSMDs7rSs7g7JkURQfnyhNERwcrJQuXVqxtLRUMmXJpJRvV15Z9GWRUq5tOSVzlsyKl5dXHN+ESMqcnZ3DrTA8cOBA6Eod8yJFlUePHinK169KcKpU4f++mpoqSkBAAkUvRNQk9VwrpefKipL0v4dCiLjh7e2tODk5ae37uQo5czozZXi7g0qpAvUVHbWekjZTNmXaTR/FOGNWxaJgY2VE+0PK8HYHlYxpcynFi5dQ6tWrpxgZGSlXr16N57sR8eHuXUXR1dX+cN3QodqvWbt2rQIof/31l7Js2bJ4jVeI+BCdPCvBN2jZsWMH79+/Z/bs2eFWOSiKwoQJE0I/Bg4cyPv379m5c2e0X0ej0dC9e3c2btxIq1at2LZtW6SHg3z69AlnZ2c+ffoUpr1Xr14AjBs3joCAgNB2W1tbTp8+TbVq1ShYsGC04xNCpEBWViGbcf2HzseP+K9YwbNnz345hVqtZurUqVy7dg1PT08ajgk5DKLhmIZ4enkyZ86c2I5aJBPu7u5YWloyY8YMIOQALUVRsLKyorRFWbp27crBA/u5ceMGdr17o/b3Dz9Jp06gpxfPkQuRskiuLIQQ2tnY2NC2bVsURQnX9/LlS56/eIHHN1fm7mzOvaenUFQKxeq0QEdXl2J1WnD3+Snm7GjG3J3N+ez1BicnJ8aOHUuZMmVYsWJFAtyRiEsBAdClCwQFhe8rXBimTg3ffvPmTfr160fv3r1ZsWIF/fppOR9EiBQkwdfZHzlyhHz58ml9XESlUoV7NPDMmTMcPnyY7t27R+t1pkyZwqZNm0iTJg0FCxZk2rRp4cY0a9Ys9HHeZcuWMXnyZCZOnMikSZNCx9SoUYMePXqwbt06SpcuTaNGjXB3d2f37t2kTZuWlStXRisuIUQKplLBhAlQr164Lu9x47DZtYtLN2+iUqkinaZ48eKoddRY9bciXY50AKTPmZ7qfaszb/48evfuTc6cOePiDkQSNnDgQHR0dOjTpw+KotC5c2fSpUvHypUrWb50MTNnzKBIkSJoNBpuRvR3ULayECLOSa4shBDa9evXj5o1a3L69OlwB0p379mLT588wrQpikKpBu0AKNWgHTf2rgrTHxQUyMRJkzl+/DgGBgZ8/AgTJigsWKDC0DBu70XEvSlT4P798O1qNWzeDKlTh2338PCgZcuWZMyYEU9PTxRF+eXvZUIkdwleRL537x61atWK8viKFSty9uzZaL/Oq1evAPj+/TvTp0/XOiZPnjyhiXFkVq9eTYkSJVi9ejVLliwhTZo0NGnShOnTp8vKCiFE9NSpA+XLw82bYZoz+flR9PZtzp8/T40aNSKdYtz4cRilN6LWwLA/S2v9XYsbW28wbtw4Nm3aFNuRiyTsyJEj7Nmzh+3bt5MpUyYmT57Mrl272Lt3LwcOHKBdu7bkyZ6RKf2saZU/OwX/Dr8a50uBAmQoUiQBohciZZFcWQghtLOysqJ8+fLMmjUrXBG5a5fO3Lh+DXT0aDJiEVnyFcHQJD3ps+cBwKx4eYYddsLH8ysfXzzm6JxBEByITZfO3LhxAxOT4rRsmRZX19Q4O/tw5owh+vrhYxBJw61bIXshazN6dMivY/9lbGxMlSpV2LVrFyVLlpQCshCAStH27Ec8Sp06NUOGDAmXrB48eJADBw6wdevWMO1jxoxh0aJF+Pj4xGeYccbLywsTExM8PT1JmzZtQocjhEgIx45Bkybhmt309OhZvTonIikGODg4ULZsWVrOb0llm/BbY1zZeIV9w/Zx586d3zpoSSQfXl5emJubU6pUKY4dO8auXbto374906dPp3bt2lStWoU6Fc2ZP7wV+nq6pF97gnT7L4Wbp5+OGptr1ylXrlwC3IUQUZfUc62UnitD0v8eCiHizqFDh2jevDlXr17F0tIyTN/jx49p0bIVL1+9wnr0Uso07hTu+jtHt3B01kDy5c3Lvr17yJ8/P3/80YAPH7YRFJQtdJy1tS8HDqQmkl1+RCLl5wdlyoCTU/i+EiVCCsz/fYPgw4cPpEuXjtKlS5M2bVquXLkiB+aJZCs6eVaC74msq6sbZr+0n5o3bx4uKQYICAiI8gnRQgiRJDRqBFoKvDkCA8l67hx37tzRepmiKAwdNpSsBbNSsWNFrWMqdqqIaQFThg4bqnW/OJHypEmThrFjx7Jy5UoePnxI165d6dy5M6NHj2bG9OnkyZ4xtIBMUDDGtnfDzaHR1+V6jkzMiGC1ohAi9kiuLIQQEbO2tqZz585af+4VKVKE27du0rypNXsndMfL432Yfi+P9+yb2IM/mzXl9q2bFClSBCcnfXx8TocpIAMcOZKarl19kXQ66Rk/XnsBWVc3ZBuL/xaQ9+7dS758+ejXrx8vXrxg48aNUkAW4v8SPMPMmjUrzs7OUR7v7OxM1qxZ4zAiIYSIZypVSHajxXQjI4L8/LT2ubi4cN7+PBW7VERHV/uyCB1dHSxtLLG3s+fJkyexFrJImnx8fFCr1fTt2xczMzPMzc2ZPXs2a9as4c2bNxw9dozOTSqGFJABw1su6Hz7Hn6eysVo3rQSR44exdXVNb5vQ4gURXJlIYSImFqtZvPmzVSoUEFrv5GREdWqVUNHV5fUadMD4P/DG4DUadOjo6tLtWrVMPz/psf6+qBWay8Ybt2ampEjkUJyEnL5Msyfr71vwgT47w5Njx49omvXrlhbW2NmZsaM/58RIoQIEaUicr58+ViyZEno11u2bOG+th3JY8DS0hJ7e/twJztr8/HjR+zs7KhUqVKsvLYQQiQaTZtC8eLhmrP9+EGFFy+0XlKoUCFq1KzB9c3XCQ4K1jomOCiYa5uuUbNWTdmHMoXz8/OjTJkyLF68GE9PT65du4auri5///03qVKlwtbWFo1Gg3WNUqHXpDmjfRW8d72yNK1RCo1Gg52dXTzdgRCJl+TKQgiRsK5evcqCBQu09t25c4ds+YuiaILZN7EHk6pmZN/EHigaDab5ioR56s/cHE6dAmNj7a8zd27Ee+uKxOXHD7Cx0V70t7CAUaPCtnl6etK8eXPy5s3L+vXrmThxIkOHDo2XWIVIKqJURH716hXfvn0L/drGxoZDhw7FSgA9evTAx8cHGxsbrY/q/RQQEEDXrl3x9/enW7dusfLaQgiRaKjVMG6c1i7fceNYsXRpuHaVSsX8efP58OQD17dd13rt9a3XcX/qzvx58+UwiBRuypQpvHz5kpo1a9K2bVuaNm3Kjx8/Qvu9vb0xSKVPGsNUAOh4fMPwZvjVj4Gm6fErkZc0hqkwSKWHl5dXvN2DEImV5MpCCJGwbt26xYgRI0IPCQ3Td/sOuqmNWdm5Eo9t9zF48GAen9vHsg4V0Dc05uat22HGW1iEHFliYKD9tcaMgSVLAuPgLkRsGjUKnj8P366vH7KNhZ5e2Pa///6bjx8/UqVKFZYtWxY/QQqRxESpiJwlSxbc3NziJIBq1arRvn17Tpw4QdmyZdm8eTOvX78mMDCQgIAAXr16xcaNGylTpgynTp2iTZs2WFlZxUksQgiRoFq0gMKFwzWndnXl6uDBWn8Oly5dmk6dOnF65mn8vMNue+Hn5cfpWafp3Lkzpf77rJZIUe7du8ecOXMYN24ca9eu5ezZs2zfvh0jI6PQMcbGxvj5B/Ddxx9VQCBZpm1HFawJN9f32mVArea7jz9+/oFyyJUQSK4shBAJrUePHqRLl475/9m7wM/Pj8ePHvLq7mXSp1Jz+9YtFixYwO3btzDQ+PHq3hUePXyI33+2j6tWDfbvD9k3V5u//9Zh8+aguLod8Zvs7CCiOvDUqVC0aPj2KVOmMG3aNFavXi2Lb4SIQJR2B69QoQJbt25FV1cXU1NTAM6fP//L61QqFeMj2Ofz39atW0dwcDC7d++OcOWEoii0atWKDRs2RCVkIYRIenR0QlYjd+wYrmuMorBowQLmatnUa9q0aezesxvbJbY0GtsotN12iS0B3wOYNm1anIYtEregoCC6d++Oubk5adOmZcKECaxcuZI6deqEGVerVi3UajVH7O/xl7cvBi5vtc73vY4FAIft76FWq6lZs2ac34MQiZ3kykIIkbCMjIwYOHAgM2fOZPz48WTJkgUAX19fSpYuQ4liRVm2bFno3sdFihTB6fEjbGy68srVFT8/Pwz+s/S4YUPYtg3atdO2JYKarl0VTEyCadZM+9kkImF4eUFED+RYWsJ/d6i4ceMGBQsWJHPmzCxdupTy5cvLNhZCREClKL/eFv7Jkyc0a9Ys9FAPlUpFFC5DpVIRHKx9n05tbG1t2bBhA9evX+fDhw8oioKpqSmVKlWia9eu1K5dO8pzJRVeXl6YmJjg6ekpq7mEEBAUFLIZ27Nn4bo6GBiw1M2NDBkyhOsbN24cc+fPZcytMaTLkY6vb78ys/xMRgwbwdixY8MlxSLl8PHxYciQIbRr1w4bGxuaNWvGwoULtY5t1rQpTvdvcmRBb7KtPUnakzfD9H+3KonHqLYEBAZhPWA5RUpW4GAsPbIvRFyJj1xLcuW4JfmyECIqvnz5gpmZGUOGDGHKlCmh7RqNBrU64oew/f39OXXqFE2bNtXav2YN9O6t/VodnUDOnNGlZk1ZuZpY9OoFa9eGb0+dGhwdoUCBf9pevHhB2bJladWqFcbGxixbtoy7d+9ibm4efwELkcCik2dFqYgMIT94X758iZubG1ZWVtjY2NClS5dfXle9evWoRZ1CSVIshAhn0ybo2jVc8z2VimOTJzNOy6o1b29v/sj/B3lr5aX98vZs77udV3avmDhhIosXL+bu3bthti4QKZOHhwcZMmRAR0f7iplbt25RpUplalcszIJhrch4+jYZVx5DpdEQkCMT7xf3xS+VHkPm7OHcDWcuX75CuXLl4vkuhIie+Mq1JFeOO5IvCyGi6uzZs1hYWGhddBGRAwcO0KJFC06cOEGDBg20jpk7F0aM0H59mjQKdnYqJCVKeCdPhqwg12bxYhg48J+vfXx8qFSpEt7e3ty8eZNevXpRoUIFRkT0jRYimYqTIvK/5c2bl8GDBzPw3/8HihiRpFgIEU5gIBQsCFoOBvHato20HTpovWzVqlX07duXNovbsPvv3axcuZJatWpRokQJevbsyeLFi+M4cJGYKIpCixYtqFu3LufPn2fx4sWhj9lHdk3btm3Zt28vebNnwqZ5ZdpnMiHXqqO8GNOevU/esungFV6++8zevXv5888/4+luhIi5hMi1JFeOXZIvCyGi61erj/9NURTq1auHi4sLjx49Ik2aNFrHjR0LM2Zon8PEJIgrV3S17rUr4oefH+TPD9qOKLCyAlvbkLPMIeR73qVLF/bt28f169cpUaIEiqKgKEqU/94IkVzEeRFZxB5JioUQWkXw3FxgqVLo3rmDSktyExQURLESxXBxcqFwkcI8cHyArq4uCxcuZOjQoVy8eJEqVarER/QiEdiwYQPdu3enSJEifP78mRs3bpA7d+5Ir1m+fDn9+/cHIG+2Urz+cB+NosFQVxefoCDUKjV5spbkxfu7nDp1inr16sXHrQjxWyTXSvrkeyiEiI4DBw4wduxY7t27R6pUqaJ0zYsXLyhWrBi9e/eOcNsvRYH+/WHFCu1zpE37nbt305AvX0wjF7/r7Fno2NGPjx//2covTRq4fx/y5v1nnIODA+XKlWPr1q28fPmS4sWLY21tnQARC5Hw4rWIfPXqVe7duxf6YqVKlaJy5cq/M2WKIkmxEEIrf/+QDbvevAnT/KFECVppNNg5OKCnpxfuspMnTzJ46GAWLVhE/fr1AQgODqZq1ap8/vyZe/fukTp16ni5BZFw3r9/T5EiRciQIQPv3r3j/PnzVKhQIdJrLl26RM2aNcmUMROp1aYMbr2Xr97vefLmGn4B3zHQT0PBXJakN87Gwr1tyJJTn2vXr8np1SLRS+hcS3Ll35fQ30MhRNLi4uKCubk5q1evpmfPnlG+bt68eYwYMYKHDx9SpEgRrWM0GujUCXbs0D5Hxoxe3L+fluzZYxK5+F1eXl7kylWM4OB5/PjRGoBVq7Tvaf3kyRM8PDyoWrUqs2fPZvjw4fEcrRCJQ7wUkW/cuEGXLl14+vQpEPI4wM9fJAsUKMDGjRuxtLSMydQpiiTFQogILV8estwBUBo1QjV+PA+NjChevDibN2+mc+fOUZ7K2dmZmTNnsnjxYtKlSxdHAYvEomXLlpw6dYofP36we/duWrduHel4Nzc3LCwsyJIlCw8ePKBvsw2Y56ka4XinV5dYcaibrEYWSUJC5VqSK8ceyZeFENHVsmVLHB0dcXZ2jvAsiP8KCgri+PHjWFtbR/omeWAgtGgBR49q78+R4xuOjunImDEmkYvf0adPH7Zt28bVq1dxdS3B3r0hx838/Ha+f/+ebdu2MXToUPz8/ChVqhQZM2bk8uXLUf57IkRyE+dFZCcnJ8qXL8+PHz+oV68eVlZWZM2aFXd3d86fP8+pU6dIkyYN169fj/AdPBFCkmIhRIT8/KBvX+jXDyws0Gg01K9fHxcXF9KkScODBw9itGfXvwsZIvn5/v079erVo1ixYuTJk4fRo0dHPPjiRShXDrtr1xgwYAC6Orq4vf5Kt0ZLIv07oigKm07+Tb6C2WQ1skj0EiLXklw5dkm+LISIrtu3b1OuXLkovZmuzatXr8iTJ0+E/X5+IQe42duH71OrvbhyxZCKFXWj/boi5pYuXcrAgQNZsWIFf/31V7j+gIAAatasycuXL3F0dGTGjBmsXLmSe/fuUahQoQSIWIjEIc6LyG3btuXgwYMcO3aMOnXqhOs/d+4cjRo1onnz5uzatSu606cokhQLIaLKx8cHU1NTfHx80Gg0HDp0iKZNm0ZrjlOnTjFz5kzOnDkT5T3iRNLy6dMnMmTIgEqliry4e+MGVK+OUqwYqkOH8MmQgcyZTPHx/R7l18qRPSfPXzyTv0siUUuIXEty5dgl+bIQIibq1KlDoUKFWLZsWbSu27FjB926deP+/fsULFgwwnHe3lCrFty69U9bliwKe/Z4Ub26iSzciEfu7u7kzJmT1KlT8/nzZ63b/g0YMIDVq1dz4cIFSpcuTdmyZenatStDhw5NgIiFSDzivIhsampK7dq12b59e4Rj2rdvj62tLe7u7tGdPkWRpFgIER1z5sxh5MiRZMmShVatWkU7KX7w4AEWFhaMHDmSqVOnxlGUIqEMHTqUjRs3Mn36dK0rMEK9ewdly8L79wAoWbOiOniQy0FBPH/+nOLFi0fp9bJkyULOnDljI3Qh4kxC5FqSK8cuyZeFEDHh4+ODoaFhjK4rUaIEOXPmxM7OLtIn/z5/hmrV4PFjyJUL1q59yaNHB2nfvj1NmjRhwYIFVK0a8RZhInYMHDiQ5cuXc/LkSerWrRuuf8uWLXTp0iXMKmU/Pz/09PRkGwuR4kUnz4r+c9CAp6dnpI92AOTNmxdPT8+YTM/du3cZMWIE1tbW1K5dO7T99evX7Nmzhy9fvsRoXiGESOr+/vtvTExM+PTpEyNHjoz29cWLF2fcuHHMnDmTu3fvxkGEIqEcO3aMBQsWoFKpaNGiRcQDfX2hWbPQAjKA6sMHlOrVqfLsGV26dKFMmTJR+pACshDaSa4shBAJz9DQEEVRuH79emjbyZMnKVykMKdOnYr0up8rVjds2BDpa2TMCGfPQoMGcPkyPHt2gqFDh7J69WqMjY1p1KgRt2/fjrV7EuFduXKFZcuWMWPGDK0FZAh5GtPGxoY+ffqwbNkynJycMDAwkAKyENGlxEDevHmVmjVrRjqmVq1aSt68eaM99/DhwxW1Wq2oVCpFpVIparU6tO/ly5eKjo6OsmjRomjPm1h5enoqgOLp6ZnQoQghkoglS5YogDJz5kzlzp070b7e399fKVGihFKqVCklICAgDiIU8c3Ly0sxNDRUdHR0lPv370c8UKNRlI4dFQW0fwwbFn9BCxFPEiLXklw5dkm+LISIqdOnTyuAcu3aNSUwMFApZF5IAZRC5oWUwMDASK/t2rWrYmJiorx79y5arzllyhQFUKZNm6ZUrFhRyZAhg/LgwYPfuQ3xHzt3KsratYry7ZunYmJiohQqFPn3Mzg4WPH391cuXryoqFQqZd68efEYrRCJW3TyrBitRG7atCnnz59n/Pjx+Pn5henz8/Nj4sSJ2NvbR3uvzo0bNzJv3jwaN27M/fv3wx0GlCdPHsqXL8+RI0diErYQQiQLffr0YeXKlZibm2NhYYGDg0O0rtfX12fjxo3o6urKY9TJRLNmzfDx8WH16tWRb0Uxfz5s26a1S6lXD2bNiqMIhUhZJFcWQojEoXbt2hQqVIhZs2axbt06njg/od3SdjxxfsL69esjvXbevHmhTwFGx/jx4xk7dizjxo2jefPmmJmZUb9+fX78+PE7tyL+7+1b6NMHevaE4sVfExiYhc2bN6OrG/Ygw+DgYNq1a8eZM2dQq9UEBgbStWtXLC0tGTRoUMIEL0QSF6M9kb98+UKFChV48eIFGTNmpHz58piamuLu7s6tW7fw8PAgX7583Lx5kwwZMkR53nLlyuHj44OjoyO6urpMnjyZKVOmEBwcHDqmW7dunDt3DldX1+iGnSjJHm9CiJj67unJsDx5MC5XjrlnzkT7ekUO+0gWfHx8KFSoEHXq1In8kcuTJ6FRo5A1x/+hKVAA9c2bkC5d3AUqRAJJiFxLcuXYJfmyEOJ3bNy4kW7dupE+Y3oK1C1A++Xt2d53O6/sXvH82XOMjY1/OUdgYKDWw9oioigK48ePx8rKihIlSnD9+nWsra159Qp+sduRiISihGwdcvr0P22pU/uzZk0qOnSAf/9q83MLv1OnTlGnTh3+/vtv1qxZg6OjY6QHJgqR0sT5nsgZMmTgxo0b2NjY8OPHD06cOMHGjRs5ceIE3t7edO3alevXr0crKQZ4/PgxderUCfcO0r+Zmpry8ePHmIQthBDJQ1AQbN3K1xw5WPXtG5XPnuXp06cA3L59mzr16kdp7zWVSoWjoyNdu3YlKCgorqMWccDe3p6nT5/y4MEDVq9eHfFAZ2do21Z7ATltWtRHj0oBWYhYJLmyEEIkHh06dMDY2Bhvb28ajmkIQMMxDfH08mTOnDm/vP7AgQMUKVIkWvvYq1Qqpk2bRu3atcmYMSMZMmRg926F/PmDmT/fK8b3ktKtWxe2gAzg65uKTp3gX1tfc/jwYaZPn8706dOpU6cOnz9/ZsuWLcyYMUMKyEL8hhgVkSEkOV6/fj3fvn3D0dGRS5cu4ejoiKenJ+vXrydTpkzRnlNXV5eAgIBIx7x79440adLENGwhhEjadu6EwoWhc2dy/f+RuGbAjv8fsrdlyxbOnTnN1q1bozSdr68vW7ZsYeHChXEUsIgrTk5ONG7cmLFjx5IuXbqIV8d8+wZNm4JX+F9YFLUa9a5dUKhQ3AYrRAokubIQQiQO7u7u+Pn7UWNADdLlSAdA+pzpqd63OvPmz+Pt27eRXl+2bFk+fPgQbguhqNq6dStVq26mXTsIDtZh2LA0rF//PUZzpWSvXsGQIdr7OnYES8uQz11cXOjUqRPNmzcPPYg8Y8aMPH78mIEDB8ZPsEIkUzEuIv+kp6dH8eLFqVy5MsWLF4/WIx7/Vbx4cezt7dFoNFr7fXx8OHfuHBYWFjF+DSGESNIePoTnz8M1N3/0iFevXrF5y1ZUah02bd7Cq1evfjldxYoVGTx4MOPHj8fFxSUOAhZx4dOnT9StWxdfX18KRVYADg4OWYH85InWbtXs2SHPBAoh4ozkykIIkbDGjhtLapPU1BpYK0x7rb9roZ9Gn3HjxkV6vZmZGTNmzGDlypVcuXIl2q/v4dEZWIui/NxrQU3Pngbs2+cT7blSKo0GunaF71pq79mzw5Il/x6rwcrKik2bNqFSqdi5cyffvn0jW7Zs6OjoxF/QQiRDv11Ejk3dunXDxcWFv/76K9wqCy8vL2xsbPjw4QM9e/ZMoAiFECKBDR4MRkbhmks8eUKTfPnw8vyGvq4aL89v/PHHHzRr2pRbt25FOuWUKVPIlSsX3bt3D7Ovpkic/P39adasGe7u7piZmTF16tSIB48cGf6Zv586dYKhQ+MmSCFEnJBcWQghosfBwYFtW7dRb3Q9DIwNwvQZGBtQb1Q9tmzZwt27dyOdp2/fvlSsWJEePXrg7+8f5de/eRNGjAhfdlEUXdq00eHMGT8tV4n/Wr4czp/X3rduHaRPH7IPtZ+fH+bm5hw5coS0adNy4cIF2rdvz86dO+M1XiGSqxgdrBeXOnTowM6dO0mTJg3p0qXDzc0NCwsLnJyc+PHjBzY2NpEfHJTEyEEhQohoGzEC5s4N1/ywYE6UWT1IY5iK7z7+HLG/x5aj13n17jM7d+7izz//jHDKixcv0qJFCy5fvhz5ylaR4B49ekSVKlX49u0btra21KxZU/vALVugSxetXUr58qguXAADA639QiQnyS3XSmm5MiS/76EQIn4oikLNWjVxeefCsEvD0NENvwo1OCiYuVXmYp7THNtztpEeOv3o0SNGjx7N+vXryZw5c5TjmDEDxo7V3pc2rYK9vYoyZaI8XYrz9CmULAm+vuH7uncPKSIDzJ07l127dnHlyhUMDAz48eMHJUqUIHv27Fy4cAG1OlGtoRQi0Yjzg/Xi0vbt21m9ejV58+bFzc0NRVG4ffs2ZmZmrFy5MtklxUIIEW1Dh6LRUvwr+tSN9J9D9r1NY5iK9o0qcGRpP2pXNKdt27Zs3boVNzc3rVNWq1aNV69eSQE5kVMUhXz58qGnp0f37t0jLiDfuAG9emmfI1s2VAcPSgFZiCRKcmUhhIgaFxcXztufp2KXiloLyAA6ujpY2lhib2fPkwi2//qpaNGiHDlyJFoFZIDRo2H4cO19Xl4qatcO5uFDOeRam+BgsLHRXkA2M4MFC0I+t7W1ZdSoUdStWxeD/+e4o0eP5v3792zcuFEKyELEkkS3EvnffH19+fr1K2nTpk22B4TIygohREzsNTOj1Zs34dq9a5fm07DWYdoCAoNo+NdiXrp9wqpmbezOnY1w3k+fPrF69WpGjx4tyVYis3fvXjZv3szevXt5+fIl2bJlI3369OEHurlBuXLw/n24LiVVKlQXL0L58vEQsRCJQ3LOtVJCrgzJ+3sohIg7iqJQq3YtnN2cf7kSOXeG3Fw4f4FUqVL9cl57e3tWrVrFzp07o5wvKwr07g1r12rvNzT8woMH6ciXT/Lvf5s3L+IC/LlzUKsWuLq6YmFhQalSpTh16hQ6Ojq8fPmS/Pnzs2DBAv7+++/4DVqIJCbJrkS+ePEirq6uoV+nTp2a7Nmzh0mK3759y8WLFxMiPCGESDS+duuGth3U0tg5ovvuc5g2fT1dujavgqJAk0YNI53X0dGRcePGsTaiDFckiFu3btG5c+fQPauLFCmivYDs6wvNm2stIAOo1q6VArIQSZjkykIIEXUqlYr58+bz4ckHrm+7rnXM9a3XcX/qzovnL8iVKxcjR47k6dOnkc6rq6vLnj17WLlyZTRigZUroXVr7f0+PhkoU+YT798n2jV+8e7xY4jozMN+/UIKyMHBwbRo0QIjIyN27twZenBe3rx5uXnzJgMGDIjHiIVI/hJVEblGjRps2rQp0jHbt2+nRo0a8ROQEEIkUnq5c7NOS7tKoyHd7vPh2pvWKAWgvfD4L7Vq1aJnz54MHz48TKFCJBxXV1esra0pVqwYDg4OjBo1SvtARQnZwiKigxSHDQs5TE8IkWRJriyEENFTunRpOnXqxOmZp/HzDrsEw8/Lj9OzTtO5c2fs7e1p3749a9eupWDBgtSsWZNv375pnbNq1ar07t2bUaNG8UbLk4ER0dGBrVuhQQPt/Z6eWShZ8gNfvkghOSgo5GgPbWcY/vEHzJ4d8rmOjg5Dhw5l//79ZMqUCQhZKa7RaLCwsJAnK4WIZb/9f5SbmxsnTpxg586dHD9+PML9NqMiKjtraDSaSDe7F0KIlMDb25vF+nooWh7LS3POAV33r2HbDFOhr6fLjRs3CAwMjHTuuXPnkjZtWnr16hWln8si7vj6+mJtbU2qVKn4448/8Pf3j7iI/OIFHDmiva9+fZg1K+4CFUJESHJlIYRIWNOmTcPf2x/bJbZh2m2X2BLwPYBp06ZRtGhRFi1ahJubG1u3biV37tyYmJgAsGjRonD7Jc+ePRtjY2P69u0brXxZXx/27YOqVbX3e3hko27dAL5/j949JjezZsHt2+HbVSrYtAmMjODx48coikLbtm2xsLAA4Pz589SsWZM9e/bEb8BCpBAxLiK/ePGCunXrYmZmRpMmTejYsSPW1taYmZlRt25dnj17Fptxhnr69GnoD3MhhEipjI2NeRYQyNcaJcP1qYI1mOy5EKbtu48/AYFBrFq1itOnTwPw8ePH0O0R/s3ExITVq1dz7tw5HBwc4uYGRJQYGBjQoUMHxowZw+7du5k3bx7ZsmXTPviPP3Dbv59wD2AWKgQ7d4YsfxFCxBvJlYUQInHIlSsXw4YO48LyC3xz+wbA17dfubDiAsOGDiNnzpyhY1OnTk3Hjh3ZuHEjKpUKd3d3pk6dSqFChahRowY7duzAz88PExMTli9fjpOTE58+fYpWPIaGcPQolC6tvf/OnVT8+aeidRVuSuDoCFOmaO8bPBiqVIHr169TqlQptm/fHtr3/ft3unXrRtWqVWkd0b4hQojfEqOD9d6+fUu5cuVwd3fH3NycatWqkTVrVtzd3bl06RKPHj3C1NSUmzdvkitXrkjn6tatW+jnmzZtolSpUpQqVSrcuODg4NA93urXr8/Ro0ejG3aiJAeFCCFiwtXVlbx587K4Yy36bbNFpdGE6Vf0dHi34C8CCuQAYPvxG0xcfoSjR49Su3Zt9PX1adKkCTdv3qRly5a0adOGKlWqhHnk6+XLl+TNmzde70v84+HDhxQrVgx/f3/Mzc3JkycPtra2v1xh6HT1Ku41a2Ll749iYoLqxo2QQrIQKVRC5FqSK8cuyZeFEL/L29ubP/L/Qd5aeWm/vD3b+27nld0rnj97jrGxcaTX+vn5ceDAAdauXcv58+cpWLAgzs7OqFQq/P39o3QYnzYeHiErkl1ctPeXKfOKGzfyoKsbo+mTpICAkPOh798P31e4MDg4gJeXOxYWFpiZmXH+/Hn09fUB6N+/Pxs2bOD+/fvkz58/niMXIumKVp6lxED37t0VlUqlrF27Vmv/unXrFLVarfTo0eOXc6lUqtAPtVod5uv/fqjVaqVChQrK06dPYxJ2ouTp6akAiqenZ0KHIoRIYppaWysFcpsq32qVVpSQHXHDfASn0lPeT+qsOB+dqhTIbao0a9o0zPW3bt1ShgwZouTMmVMBlOzZsytXr14NMyYwMFDZvXu3otFo4vHOxJo1axSVSqXcuXNHURRFOXDgQKT/9n3+/FmZNGmSEhAQoCiKotx3cFD8+vdXlJMn4yVeIRKzhMi1JFeOXZIvCyFiw8qVKxWVSqW0XdJWUalUyqpVq6I9h7Ozs3L48GFFURTl48ePSo0aNZS5c+cqs2fPjlFMrq6KYmamNZVXQFGqV3+hBAfHaOokadw47X8OarWiXL8e8rtJ9erVFVNTU+Xt27eh1926dUsBlMWLFydg9EIkTdHJs2K0EjlXrlxYWFhw6NChCMc0a9aM27dv8/bt20jnev369c9iNvny5WPQoEH8/fff4cbp6OiQPn16jIyMohtuoiYrK4QQMXXz5k0sLS3pWuYP1jo8Q6UJ/+NcUalYnTcr/V594Nq165QvXz7cGI1Gw7Vr19i9ezcTJ04kY8aMTJgwAV9fX3Lnzs2AAQPYsWMH7dq1i4/bSvFsbW2pX78+vXv3ZurUqaRLly7S1cfBwcE0atSIW7du0b17d6ZMmYKBgUE8RixE4pYQuZbkyrFL8mUhRGwICgqiWIliuDi5ULhIYR44PkD3N5b5Ojk50b9/f+zs7AD4888/mTJlCkWLFo3WPE+fhqxIdnfX3m9t/YJDh/LxMx10dXXF1tYWb29vjI2NqVWrFmZmZjG+j8Ti1i2wtAQtu+0xejTMmAHLly9n0KBB2NnZUfVfG0trNBoOHDjAn3/+KYfpCRFN0cmzYvQT8+PHj7/8wVi0aFFOnjz5y7ly584d+vnGjRspXbp0mDYhhBDaff36FY1Gw8Y7z6hpmIr2P/zCjVEpCn1evCcQuGBrq7WIrFarqVy5MpUrVw5tCw4OZvPmzXh4eGBkZET37t0xNzfX+gi1iD0uLi60bNmSWrVqMWfOHCpWrEjDhg2ZFcmheOPHj+fs2bPUqVOHxYsX07p1a8qWLRuPUQsh/ktyZSGESHx0dXVZOH8hg4cOZuH8hb9VQAYwNzfH1tYWFxcXateuzeHDhwkKCuLw4cMEBgYSFBRE6tSpfzlPgQJw+jRYWcG3b+H7jxzJx4wZ76lT5w3Tp03j2PHjaDQaDFLp4+cfgFqtpknjxowdN45y5cr91j0lpG/fIGNG+PgxbHvx4jBxYsjnvXr1olixYmEKyE+ePKFgwYK0bNky/oIVIoWK0Vs0mTNn5tGjR5GOefz4MZkzZ47WvF26dKFEiRIxCUkIIVIURVGYOGEimdOZ0a72LGaZFOVMJOMHADcmT47y6dHTp0/n3bt3nD17lubNm+Pn58fo0aMBsLOz4/Hjx79/EyKcESNGkD17dnbv3s2CBQt4/Pgxbdu2jXD8vn37mDlzJg0aNOD06dOsXbtWCshCJAKSKwshROLUoEEDnB87U79+/Vibs1ChQpw9exa1Wh26Ivjw4cNkz56dAQMG8ODBg1/OUbIkHD8ecujefxUr9pa8eW9QtWoVnB/cYko/a+4fmMTjw5O5f2ASU/pZ43T/JlWqVObAgQOxdl/xrU4dOHfuA3p6h0LbdHVh82Z4+vQh169fR09Pj+rVq4f229nZUbhwYezt7RMgYiFSnhhtZ9G9e3c2bdrEmjVr6N69e7j+DRs20KtXL2xsbFi3bl20g/Lz8+PWrVu8e/cO/wiOJO3cuXO0502M5PE8IURM+Pv7ky/vH7x77xbapgssB3ppGT8PmG+ajVevX+Lr60u6dOmi9Xrbt2+nY8eOXLhwgeHDh3Pz5k2KFStG69atadOmDQULFvyNRqobxwABAABJREFUuxE/eXp64unpyY8fPyhVqhRDhgxh5syZYQfduAGurtCqFX///TcODg5cvnyZ0aNHM2PGjIQJXIhELCFyLcmVY5fky0KIpGDq1KnMnz+fV69e4enpyerVq9mwYQPu7u5UrFiRsWPH0rhx40jnOHsWGjWCwMCQr1u3hsKFpzNr5mRqWxZmwfDW6OuFX0EdEBjE0Ll7OXvdicuXrySJFcnatuWYPHky27fvYNSouyxdWpi//4aBA79Rrlw50qVLx82bN0O3efv+/TvFixcnd+7c2NnZyTYWQsRQdPKsGBWR37x5Q9myZfn06RNFihShevXqmJqa4u7uzsWLF3n06BGZMmXi9u3bvzxx+r+WL1/O+PHj8fT01NqvKAoqlYpgbRvlJEGSFAshYurNmzd4eHiEbVQUsmzdSs7Fi0ObvtWowYs5c8iSNSsuLi40bNiQNWvW0KVLlyi/lqIo2NnZUbNmTQICAjhz5gy7d+/m8OHDfP/+nRs3blC+fHl8fX2j9Njer9y+fZvRY8cxc/q0ZL+yVlEUJk+eTOfOncmXLx8ajYZq1arx8eNHHB0dw/55urlB2bLw4QOMG4cyaRLjJ07E2dmZPXv2SPIshBYJkWtJrhy7JF8WQiQFAQEBvH//PsyWQ4GBgRw9epQ1a9bQvHlzevfuzfPnz/n+/TslS5bUOs/+/SHF4+7dYc4cb7Jnz0L2TMYcXzFQawE59PUDg7AesJwiJStwMJI9+RPazZs3w2zLoa+nS0BgEGq1CkVRGD16DNOnT+fDB0ifXkPLlk25fPkyt2/f5o8//gidp2/fvmzevJkHDx6QL1++BLwjIZK2aOVZMT297+nTp0rNmjW1ngxds2ZNxcXFJdpz7t+/X1GpVEqJEiWUBQsWKCqVSmnevLkya9YspWHDhopKpVJatmypbNq0KaZhJzpy2rQQIk7s3asoBgaKUrasovz4Edpsb2+v6OrqKoCyfPnyGE199+7d0M99fHyUQ4cOKcH/Pza6WrVqStmyZZW5c+cqr1+/jnH4AwYMUABl4MCBMZ4jqZg1a5YCKDt27FAUJeTU6cmTJyvnz58PO9DHR1HKlQt7VHXTpori5aUEBQXFf+BCJBEJlWtJrhx7JF8WQiQlXl5eir29fbh2jUajKIqiDB48WAGU8uXLK+vWrVO8vb3Djb15U1E0GkV5/fq1olarlWkDmikvTs385cfUAc0UtVr9W3l4XNq/f7+ir6+nFMyTVZk2oJly/8Ak5cWpmcr9A5OUaQOaKX/kyqzo6+sp+/fvVxRFUSZPnqyoVCrl+PHjYeaxt7dXAGXp0qUJcRtCJCvRybNitBL5396+fcvdu3fx8vIibdq0lCpVKtorKn6qVq0aT5484cWLFxgaGqJWq5k0aRITJkwAYMeOHXTp0oWzZ89iZWX1O2EnGrKyQggRZ27ehFy5IFu2MM1Xr16lRo0aBAQEMGvWLEaOHBnlKS9evEj16tU5evSo1sfx9u7dy86dOzlx4gT+/v5YWlqyZcsW8ufPH+XX0Gg05MiZC49Pn8icKRNub98k2xW2Bw4coEWLFowbN46pU6eGriAMR1GgUyfYvj18X9GiYGcHWbLEfcBCJEEJnWtJrvz7Evp7KIQQ0TF+/HgWLFjAo0ePyJMnT7j+wMBAjh8/zpo1azh16hRp0qRh06ZN/Pnnn+HGbty4kW7dunH/wCTSGKb65Wt/9/GnxJ+T2LhxIzY2Nr9/M7Ho5s2bVK1ahToVzZk/vNUvt+U4ffoMHTt2pFevXqH/zv3k7e3N2rVrGTRoULL9PUGI+BLn21nElXTp0tG6dWvWrFkDgFqtZvz48UyePDl0TP369QkICMDOzi6hwoxVkhQLIRKCo6MjlpaWBAYG8uHDBzJmzBil6xRFoVGjRjg6OvLo0aMI91b28vLiyJEjHDx4kC1btmBkZMS0adNInz49LVu2xNTUNMLXuHz5MlWrVqX+wOmcWjKWy5cvU7ly5ZjcZqJ2584dqlatSpMmTdi5cycqlYoWLVpQrVo1Bg0aFHbw3LkwYoT2iRo0gKNHQUcnzmMWIilKTrlWSsyVIXl9D4UQyZ+3tzdFixalSJEinDx5UvsCgf97/fo169evp3PnzuTPn59t27bh4+NDu3btMDY2ZsmSJYwcMZzHhyeHuU5R4Jpjbm4/yolGo0JRVCgKaBQVq/ZcpESJ0tSpU4+nT5/h5OSCvr4B+vr66OkZkCFDJvLkyUtgYDDv3r1HT08fXV19Jk3yI08eYwwNDSOMuXVrCAoCjSYkBo0m6p87PXbCx+cHBXNnA1RoFBWNqznRq9XNMK/x72051q5bR4YMGcIUir9+/Ur69Olj/g0SQoQRnTwr4g11EkBgYGCYU6pTp07Nt2/fwowpUaJEaOIshBAiZkqWLMndu3e5du0aGb28CB46FPXSpaiMjSO9TqVSsXr1aooWLcqwYcMiPBAqbdq0dOzYkY4dOwIhxWdHR0cOHTrEwIEDsbKyok2bNqEJ8r/t2bOHdKY5qNJxMNd3LWfPnj3Jsojs7u6OpaUlmzZtQq1Ws2vXLg4ePBh+r+oTJyCi1eKFCsHOnVJAFiKFkFxZCCESP2NjY1auXEnjxo3ZsWMHHTp0iHBs7ty5mTJlSujX165dY9WqVQwZMoT27duTNWtW/PwD+O7jH2YlskoF5Yq9YeGWqtx5nPM/s1bi3j24dw8g//8/tNEB/rl23748wGt8fX0xMDCgXbt2PHz4kLRp04Z+7N+/C40m4qJ45MwBuP/kn5Yy5u/CjdLX06VTk4pMXH6ExT4+ZMqUKbTv3LlzNG/enOvXr1O0aNEYxiGEiKkoFZG7deuGSqVixowZmJqa0q1btyhNrlKpWL9+fZSDyZ49O+/fvw/9Onfu3Ny9ezfMmNevX6Orm6hq30IIkSQVKlSIQqamKJaW6Dg78/rYMcwcHVHlyBHpdbly5WLevHn07t2bDh06UKNGjV++lkqlYu/evXz+/JkDBw6we/du+vXrh4WFBSqViocPH5I7d26MjY3Zu28/RWr+iY6uLuY1m7Nn775whVVTU1Ny/CLOhBbR4YD+/v7o6+vTsGFDGjRogEql4vPnzwwcOJBWrVrRtGnTfyZxdoZ27UKWcfyXiQkcORLyXyFEgpJcWQghxL81atSItm3bMmjQIJo1a4aRkVGUrlu+fDmjRo1iw4YNrFu3jrdv36JWqzlif4/2jSqEjvMP0KH/9GZaCsgxt27dBnbsmE6lSpXQ1dXFw8MDf39/smTJgqGhIU+fPkVRggC9WHvNiJ6Lb1qjFOOXHsLOzi50Ww5vb2969OhB2bJlMTc3j7UYhBBRF6UMc9OmTahUKkaOHImpqSmbNm2K0uTRTYzLlSuHg4ND6Nf169dn8eLFzJo1iyZNmnD58mUOHDhA7dq1ozynEEKICAQGQsuWqJydAcj9+TOfCxQg/dWrqEuVivTSnj17EhwcTIUKFSId918ZM2akZ8+e9OzZk69fv/Jny1act7MNM0ato8OfDdoBUKpBO27sXYWFhUWYMTVq1cbu3NlovXZ827JlC+fOnKZI4UKhRWSNRkObNm3Ili0bK1euDH1UcPDgwQQFBbF06dJ/Jvj6Faytwcsr3NyKWo1q924oWDBe7kUIETnJlYUQQvzX4sWLefDgQZQLyD/lypWLiRMnMm7cOM6dO8eKFcvZfOQ6LetaoK+ny3cffXpPbsE1x9yxGm/16jX5/v0BTk5OBAcHo9FoCA4OpkuXLtSoUQN7e3tq14648BsTGkX7quY0hqkwSKWH17/y4OHDh/Pp0yfs7e1lH2QhEkiU9kR+/fo1ADly5EBXVzf066jInTvqP9gOHjzImDFjOHnyJHny5MHDw4OyZcvy9u1bIORxaBMTEy5evEjx4sWjPG9iJnu8CSEShKJAz56gpXjho6NDqsOH0WnUKEpTffr0KcxjZtGxZcsW+vz1F4paD+uRi8iSrwiGJulJnz1P6Jiv717h4/mVjy8ec2T2IAgKYMmSxfTs2TNGrxkfIjoccOTIkcybN48jR47Q6P9/voGBgbRr145GjRrRtWvXkAmCgqBxYzh9WvsLzJ8PQ4bE090IkbTFR64luXLcknxZCJGUKYqCm5sbOXPGbNXwzZs3sbS0pF7lokz8qzO9JrXn/pPssRwlPHkCBQpEPiZ1avDzi73XbNfwLtMHhs93/3tA4Llz56hTpw4rVqzgr7/+ir0AhBBJ92A9bb5+/cq6det48eIFuXPnplOnTon+EebokKRYCJEg3r6FMmXAw0Nrt0atRr1sGfwiSbt79y6VK1fmxIkTWFlZxSiUx48f06JlK16+eoX16KWUadwp3Jg7R7dwaHo/NMFBaIKDWb16Nb169eLIkSMsXbqUnDlzkitXLnLmzEnRokWpXLkyP/95i+wwk7ii7XBAZ2dnevTowcKFC8MfnEfILxihsQ4dCgsWaJ+8c2fYtClkMzwhxC8l91wruefKkPy/h0KI5G3UqFHs3r2bhw8fRntVMoCzszPm5ubo6KrJnT036dOs5sHTGgQERn/rIpVKg1rN/z/UqNUKanVIvuzg8OsicsGC4O8fkob+nCcqnwcG+vPggSM5TU3InD4NarWCSqVQx/IpPVveDPc624/fYOLyI7x8+RIzMzOePXvGqlWrmDNnjqxCFiKWxXkRecqUKVhZWVGtWrUIx1y5cgVbW1smTJgQ3elTFEmKhRAJ5sULaNQoZN/dCCiDB6OaOzfCg9s0Gg1WVla4ublx//79GCXGAD9+/KBHjx7s2rWL0adfkzZzttA+L4/3zKyXmzZt2jBlyhQ+ffpE3rx5yZYtG+fOnWP16tW8ffuWt2/f8u7dOxo3bszhw4f58uVLaGH5539z5szJuHHjMDAwwNXVlTRp0pA+ffpYLzQPHDiQrXsOMOzoU+Y1zk+DWtXZu3cvPXr0YMWKFaGvN2XKFIoXL07z5s3/uXjzZvj/3m/hVKgA58+DgUGsxitEcpYQuZbkyrFL8mUhRFL2/Plzihcvzl9//cX8+fOjfb1GoyFDhgyo0qjIWTwHj848RtHooK+XgYDAAFApmNcqjNvDtwR5+TN//jy+fPlEnTq1KF26FIcOHWDq1Cl4eHzk48ePBAcHU7duXU6fPs3379/JlCkTWbJkCf0wNTVl0aJFmJiYcOnSJXx9fUP7MmfOjJ5ezPZEbtq0KY/uXuP4ioHo60VcAA8IDKJR3yUUK1OJQ4cOERgYGOPXFEL8WpwXkdVqNZMmTYo06Z09ezZjxowhODg4utOnKJIUCyES1Nev0KIF2NtHOCS4cWN0du2CCArET58+pUSJEvz1118siGj1bBSsXLmSAQMHMvHSF/RSGeD/w5tURsYE+vsxuWoGli1dSp8+fSKdIygoiB8/foT+XF2/fn1ogfnNmze8f/+e58+fo6OjQ6VKlbh27RqGhoahBebx48djZWWFi4sLT58+DS0+Z8iQIcJCs5ubG+7u7mHaGjVuQj6rP2kyfAFH5gzm5YWDdLXpQrNmzUIPvHr79i3NmjVj3rx5DPm5NcX161C9OgQEhH+h7Nnh1q2Q/wohoiwhci3JlWOX5MtCiKRu7ty5jBo1ihs3boQ5cDkqTp8+Tf369UGlotX8lhSpXYQnF5/g5+2HgbEBBasV5PHZx+wdtg8UhVOnTlGvXj2tc2k0Gr5+/Yq/vz/Zs2fnx48fbNy4EXd3dz5+DCkyu7u7Y2dnh4GBATVq1OD8+fNh5lizZg09e/bk3LlzrFmzJrTwnCVLFgoVKoSVlRWKovD9+3fSpEkTmkMvWbKEQYMGUb9KURaOaKO1kBwQGMTg2bs5deURixYtwtzcnH79+nH+/HmySw4sRJyITp4VZ0c3BwQE/PIxgy1btsR4/s6dO8f4WiGEEP+XPj2cOgW9e4dskaCFzrFjBFetis7x45AtW7j+AgUKMG3aNIYPH07Lli2pVKlSjEK5c+cO2fIXRdEEs29iD+4c3YKFdResRy4m6x9FuHPnzi/n0NXVxcTEBAATE5N/irNaLF++nOfPn4cWmN++fUuqVKkA2LdvH+PGjQsdmzp1ajp37syqVavw9PRkzpw5oQXmyVOncfvmjTBzazsccObMmcycOTN0jKGREWXLluXvv/8OaXBzg+bNtReQU6WCQ4ekgCxEMiK5shBCpByDBw9m586d9OjRg1u3bkV5Za2iKEycMJHM6czIkj4fJ6edwqKFBRXa/3O4tZ+XHyenn6JoHis+fn3OxAkTqVu3rtYFEGq1mowZM4Z+bWRkRP/+/SN8/ePHj+Ph4RGmyPwz1w8ICODLly84Ozvz8eNHPDw8qFu3LlZWVnh7e2NiYoKBgUFokfmJyxN01Lr8j737jq/x/P84/jrZeyBEkIRQxN5bgthU7VE1ShurSo2qIjFqBKU1WkWNUmrPVkgkpYTGbO1q7R0jIRJZ1++P/HK+jpxIcmTh83w8zoNz3dd939d9n5Nz3rlz3dcVeOA0bT6ZT++2dWjXqDI2VuY8efqMrSEnWLE9jP+u3sXY2IQVK1Zw79493nnnHQrr+R1ECJHzDO6JPHHiRMaPH693eVxcHG3atOHMmTPaiT7S2k5mbyFOGTPyTem1IT0rhBB5glIwbRp8+WWaVZKKFMHot99Az2RNiYmJjBo1ik8//TRTk0Q9r1LlKkQZ2RAbdZ/IW1cY4OvL94sW4VDYHXNbR+xUNCdPHDdo25mVmJjI7du3dS4wu7q60qFDBy5evEiTJk24ceOG9rtIY2SEhbUtbUenPzng9oBhxMdEo5Ti2LFjVKxYEWJioGFDOHJEf4N++gl69syBIxfizZNbPZElK2cdyctCiDfBsWPH2L9/P0OGDME4jaHiXvTs2TNKFPfg5q0bAGiMNPgM96H1l/+bAHvnlJ0EzQ1CJSVf2iniUpR//7uo7RyRUxITE4mJicHGxoaYmBi2bt2q7dl869YtVq1aTXx8HN6DvLl/KYJTgadRSQpzMxOexSWgMdJQvkV58rvnJ3RhKBYWlpiYGHPq1CmDf78QQqQvW4azKFGihPb/ly9fxsHBAQcHh1T1EhMTiYiIIDY2lo8++ojvv/8+zW2uWLEiI7vWq3fv3gavm5dIKBZC5Clr1yaPx/vsmf7ltrawfj2kcYscJA8pkTJkQ0bFxsZia2tLQkICZT3LsWH9Ojw9PbWT7p07ewYTExMeP36MRR4ZDzgxMZE7d+5w/fp1jh07xjffzkt3csDt04dS3N0dDYqOHTsyefLk5Av4PXvCzz/r39GoURAQkM1HI8SbK6eylmTl7CN5WQjxpslMXr527Rr3/n8y7IULF7Jy1Uq+PPIlDkUceHj9IVNrTKVXz14MGjQIgIIFC1K0aNFsa7uhrl69SsdOHbkeeZ1Rf4wi6nZUqmE57JztCKgXgL2RPRfOX+D777/H19c3t5suxBstWy4iu7u7a3tCXL16FTs7O73B2NjYmHz58tG4cWPGjx9v8CRLbwsJxUKIPOfAAWjXDu7f17/c2BgWLEgeAuMFFy9epFmzZqxbty5T4709fPiQps1bULF8OebPn4+VlZV2WXR0NEOGDOHUmbPsCdyl97snL3hxcsBbF07y65yRtBo+m8LvVGRacze6d+/OkiVLtL1PzM3Nky8Qf/65/o22bAnbt6c5saEQIn05lbUkK2cfyctCiDfJtGnTCA4OZs+ePZm+2+Tx48d4lPSgeJPi9FjQg9WDVnN572X+vfgvtra22dTirHP8+HGqVatGp9mdqNenXqrlB5YdYMPIDXz33XccPHiQ5cuXZ/kE2EIIXdkyJvLly5e1/zcyMmL48OEym7QQQryJ6tVLnuCtdWu4cCH18sREGDAALl6EGTPguTE93dzccHBw4MMPP+TIkSOYmZllaJeOjo78eShM7/ig1tbWLFu2jKSkpHTHD81N1tbWNGzYkPUbNmBmZcuvc0Zx978L/DpnJANXhGFsYoK1tbV2hm4guRfyc9+vOkqXhjVr5AKyEK8JycpCCCEyonr16owdO5Zly5bx4YcfZmpdW1tbJk2cxKBBgyhRpwRHfjnCd99991pcQAaoUqUKH3zwAVumbaFax2pY2P7vDsPYqFgCpwfywQcf4OvrKz2QhciDDPpt/NKlS/+bCEgIIcSbp2RJCAtLHqc3LbNmQefO8PSptsjU1JRly5Zx9uxZpk6dmqldpneBOC9fQE6RMjng0a3LuHvpPN3ndefupfMc3baCAq4lWb58OT/88MP/VtBoYMECgjt2JOH5Ddnbw7Ztyf8KIV47kpWFEEKkpWnTpvTq1YsRI0Zw+/btTK/fv39/3inzDmuHrqV02dL069cvG1qZfaZMmcKzx88I/jZYpzz422Bio2K5evUqjx8/zqXWCSFexqCJ9bLK82PHZYZGo+Hff//N9HqrVq1i//79HD16lL///pu4uDiWLVtGnz59MryN0NBQGjVqlObysLAwateuneHtye15Qog87dkz+Oij5Ind0tKzZ6rlfn5+TJ06laNHjyZPHPeWqFS5Co+UBTfPHaVK+8q8/937rBqwihNbTmJsZkXSs6dERESk+ryPi4tjUqNGjPvrLyyePoVff33puNNCiIx7nbOWZOVkr/NrKIQQ+ty/f5+yZcvSqFEjfvnll0yv/9tvvzF8xHDmfj2XFi1aZEMLs9e4ceOYOXsmY8PH/m9s55pTsTC1oHbt2gQGBsowFkLkkGwZzkKfsLAwgoKCuHnzJs/0TMKk0WhYunRpmusnJSUZ9MFg6HXvcePGceXKFQoUKEDhwoW5cuWKQdsB8PLywtvbO1V5XhzAXgghDGZuDitWQKlSoOe27LuAxciRvPhV8+WXX3LixAmePtdL+U0XGxvLmdOnkidKMTOh9bjkWbNbj2vN8S3HefYkEiMjI50hPkJCQnj8+DHvvvsuUw4cgEuXYP9+uYAsxBtCsrJ3qnLJykIIAfnz5+ebb74hKCiI+Ph4TE1NM7V+y5YtadmyZTa1Lvt9/vnnLFq8iJ1TdvL+d++zc8pOTIxMUEqxZMkSuYAsRB5l0EXkhIQEunfvzqZNm1BKodFodMJqyvP0gvHltMaBzCZLliyhVKlSuLm5MX36dL744guDt+Xt7Y2/v3/WNU4IIfIqjQbGj4cSJeDDDyEuDoBEMzMW+fgwvlKlVKuYmZmxdevWnG5proqJiaGsZznOnDlFo08a4VDEAQDHoo40HtKY4G+CKV+hIrGxsVhYWHDlyhU6dOjA06dPCQ4Opn79+lC8ePJDCPFak6wsWVkIIdLTvXt3unfvntvNyBW2trb0/qA3s7+ejUc9D46sPwIKfvjhB1xdXXO7eUKINBg0wOTs2bPZuHEjffv25ciRIyilGDZsGGFhYcyYMQMHBwc6d+5s0G102cnHxwc3N7fcboYQQrye3n8fgoIgXz4AjFevZvzOnSil6NChA5s2bUq1yu3bt2nRogVnzpzJ6dbmOEdHRypVqoC1ozVNhjbRWdbk0ybY5LOhcsWKODg4EBMTQ5s2bXj8+DFlypShSpUqudRqIUR2kKwshBAio3766Se+/PLL3G5GjouNjcXEzIy1Q9diYmqKu7s7/fv3z+1mCSFewqCeyKtXr6Z8+fIsWbJEW+bg4ECtWrWoVasWrVq1ombNmjRu3NjgGTWfPHnChQsXiI6OpkGDBgZtIzv9888/fPvttzx9+hQ3NzeaNm1KgQIFcrtZQgiRvRo0gEOH4PffoVMnACIjI/ntt9/YsmULK1as4IMPPtBWd3Bw4PLly3z44YccOHAAY2Pj3Gp5tjt27BirV62m0+xOOjNNA1jYWtB8THN+GvkTn376KbNnz+bMmTPkz5+fX3/9FWtr61xqtRAiO0hWlqwshBAZdf/+faZNm0abNm2oU6dObjcnW9y4cYM7d+7olG3ctJlStZtz/9p58hV7h0cXjnH8+HGdOoUKFaJIkSI52VQhxEsY1BP54sWLOmOcaTQa4uPjtc/LlStH27Zt+e677zK97cuXL9OuXTscHR2pUaOGzsQcBw4cwNPTk9DQUEOanaV+/vlnPv30U7744gt69OiBq6srM2fOTHe9Z8+eERUVpfMQQojXSqlS8FwvAQcHB06ePImlpSW9evVi4cKF2mUWFhb8+OOP/Pnnn8ydOzcXGpszlFKMGDkC53ecqd0z9YRRNjceMX3XKSq7F+DTYZ+yY8cOjI2N+e233yQYC/EGkqxseFYGyctCiLfLJ598QvXq1enfvz9x/z9s3JumZ6/eVKtWTedx9+4dGvUbw/ANp2j04Rju3r2Tqs4HvfvkdtOFEM8x6CKymZkZVlZW2uc2NjbcvXtXp46bmxv//PNPprZ79epVateuza+//kq7du2oU6eOzvhxtWrVIiIigjVr1hjS7Czh5OTEzJkzOXv2LNHR0dy4cYNVq1aRL18+Ro8ezaJFi166/rRp07C3t9c+ihUrlkMtF0KI7PPOO+9w9uxZ7OzsGDx4MMuXL09e8P331C1Zkk8//ZRx48Zl+nvhdXH+/HlCQ0Kp3bs2xibGPLz+kMOrD/P7ot85tuwALbsuosSeswTfiyJh/x+sXbuWbdu2Ua1atdxuuhAiG0hWNjwrg+RlIcTbxdjYmCVLlnDhwgWmT5+e283JFn1798LSygpLW3u6TF7GkNWHGbn1LMXK1wDAtUJNRm49y5DVh+kyeRmWtvZYWlnRp9cH6WxZCJGTDLqIXKxYMa5du6Z9XqZMGfbt26cTYg8dOkS+/x83M6P8/Px4+PAhv//+Oxs2bKBp06Y6y01MTGjQoAEHDhwwpNlZoly5cowcOZIyZcpgZWWFi4sL77//Prt27cLMzAw/Pz+SkpLSXP+LL74gMjJS+3j+PAohxOvM1dWVf/75h2rVqiV/fv/wAwwcCLVr81XPnrzzzjv8/fffud3MLPfff/8RHh5Oo8aN2Pf9PhZ3X8ykypNY88kafvXbTrMR63E5cwsAxyfP+F2jocX/jxUthHgzSVY2PCuD5GUhxNunYsWKjBo1iqCgoHQ/I19HH3zwAUfCw3ErWoRNUwZy599TOLq469RxdHHn9sW/2Tp1MO7FinIkPJxevXrlToOFEHoZdBHZy8tLJwh37dqV8+fP06ZNGxYsWED37t35448/Mv0LcmBgIO3bt6du3bpp1nF1deXGjRuGNDtblS9fnlq1anHnzh0uXryYZj1zc3Ps7Ox0HkII8aYoWLAgR44cocjp0yQNHJhceOkSVk2acGzWLDp06JC7Dcwi9+7dY/78+dSpUwcPDw+GDBmCTxMfHlx7QOzZe0we3I6/Nvlzs6cP77+wrplSaD78EH78MVfaLoTIfpKVU8toVgbJy0KIt5O/vz8hISEYGRl0mSZPOnfuHH5+fpQpUwYbGxuOhP9J7Zo1WD+hH1H3bunUjbp3iw1+/enwXjuOhP+Jp6dnLrVaCJEWgybW+/DDD0lMTOT69esUK1aMTz75hNDQUHbs2MFvv/0GQM2aNTN9K8aDBw9wd3dPt96zZ88MaXa2S5ks5OnTp7ncEiGEyEWnTkGnThg934siMhLjVq14Nm8eX1y4wNChQzP0eZ+XJCQkYGJiQmxsLCVKlCA2NpbmzZvz888/4+LiQrNmTWlZvzxfj+6CmakJlofP4rgsUO+2YtzdsezYMYePQAiRUyQr6ydZWQgh0mZmZgYk36ly7do1OnfunMstMtzChQtZsmQJx48fx87Ojo4dO5KQkIC1tTU9uncnLCwMSztHAJ5FP8bc2hZLO0eMTUxo2LChzpBQQoi8w6CLyFWrVtWZCMTU1JRt27Zx5MgR/v33X9zc3KhZs2am/4JWqFChdHsmnDp1CldXV0Oana0SEhI4duwYGo0mT7ZPCCFyzKefwuPHqcsTEjAfOJDidnZ8/NdfBO7Zg0ajyfn2ZUJ8fDy7d+9m9erVhISE8N9//2FpacmGDRuoVq2a9oLIe+3aUaJwPua93xjrsLOY/3cLu20H0Tx363qKSCMNYz08WGBvn9OHI4TIIZKVU5OsLIQQGbNs2TLWrFlD3bp1X5sJmO/fv8+GDRvo0aMHtra2nDhxAg8PD8aPH0/Lli2xsLDQ1j169CiFS5ZDJSWywa8/R7evpNq7vXn3829w9vDk6NGjuXgkQoiXydL7JKpXr07Xrl2pXbs2RkZGREZGZmr9pk2bsn37dk6dOqV3+f79+wkODqZVq1ZZ0dyXioiI4Ny5c0REROiUh4WF6YxnB8mheNSoUVy5coXmzZtnenw7IYR4o/zyC9Srl+biT6Ki6BsczPLvv8/BRmVOYmIiQ4YMwcXFhTZt2nDy5Ek++eQT4uPjAWheqxYFzpyB+fN50r07X2zbxskbEZQY8A2Fpv6Mw9oQjJ6m7gmojDTsbFuH70NCuHr1ak4flhAil0lWlqwshBDpmTFjBtbW1gwePDjV52le8uTJE1avXk3r1q1xdnZm8ODBHDp0CIBFixaxfv162rdvr3MBGSD8yFFMLG35rlddzgRvYPjw4ZwJWs/3vepiamnLn+FHcuNwhBAZoFHZ8Kn05MkTvv76a7755hvu37+f4fUuX75M5cqVARg9ejRnz57l559/ZseOHRw8eJCvv/4aa2trTp48SeHChTPdriVLlvDHH38A8Pfff3Ps2DHq1atHyZIlAXjvvfd47733gOTxiCZOnIifnx/+/v7abbi7u6PRaLR/FXz06BH79u3j/PnzuLq6sm/fPtzc3DLcpqioKOzt7YmMjJTx3oQQb47YWOjbF9auTbPKIWNjXI8exaVSpRxsWNrOnDnD1q1b+fzzzzEyMqJr1664ubnx/vvvU7FiRTSHD8PUqXDyJBh4Afj+R6242bImFTv4s2zZMvr06ZOlxyCESC0vZi3JyhnPypA3X0MhhMhOGzdupFOnTmzYsIGOeWgItLi4OIyNjTE2NqZly5bs2rWLevXq0b17dzp37kzBggVfun5sbCy2trYkJCRQ1rMcG9avw9PTkzNnztCxU2fOnT2DiYkJjx8/TnXxWQiRPTKTszI9nMXly5c5duwYJiYm1KxZE2dnZ+2y2NhY5s6dy6xZs3jw4EGmx7Fxd3cnMDCQbt26MW7cODQaDUop2rRpg1IKV1dXNmzYYFAoBvjjjz9YsWKFTtmBAwe0M1i7u7trg3FaBg4cyK5duwgNDSUiIgITExNKlizJl19+yYgRI3B0dDSobUII8UaxsIDVq6FkSZgyRW+V2omJRPr4wB9/QOnSOdzAZDdu3GDNmjWsXr2aEydO4ODgQJcuXfDw8OCXX37RrfzsGWzfbvC+HvtUJapDfWw0GizMTYmKinrF1gsh8iLJypKVhRDiVXXo0IF27doxZcoUOnTokKtDwCUmJrJv3z5+/vlnNm7cyPr162nSpAnTp0/nu+++y9Q8JzExMVSqUpWK5csxf/587fegp6cnR8L/ZMiQIZw6c5bY2Fi5iCxEHpThnshKKQYPHswPP/ygvaXC1NSUadOmMXz4cPbs2cOHH37IzZs3sbCwYODAgYwePTrdv0Tpk5CQwPbt2zl8+DAPHjzAzs6OWrVq0a5dO+1g828K6VkhhHjjLV8OH30ECQn6lzs6wqZN4O2dI815/OgRtnfuoE6e5LsBA3CNjKSMvT2nfvyRli1bYm5urne9Z7dvY27ghZlYTzduT++HMjPlydNn0hNZiByUU1lLsnL2kbwshHgb3blzB1NT01wdAmjOnDnMmjWLmzdvUrx4cbp3785HH330ShNkJyUlvXROgPSWCyGyVmZyVoYvIv/www8MGDAAa2trvLy8UErx+++/ExMTw9y5cxkxYgQajYbBgwczZswYgwLx20hCsRDirbB3L3TsCI8e6V2sTE3RLFkCvXoB8NtvvzF8xHDmfj2XFi1aGL7fhw/h77+JP3KEa7/+SuLRoxR59Ai9ff/u3IH//+6Kiori2LFjBAcHc/v2bRYvXszDhw95nC8fGZ0OKsnCjDj3QsTUKE1kxwYoi+QLO6t3HsZvwTYuXbokk0sJkQNyKmtJVs4+kpeFEG+zW7ducffuXSrlwBBw586dY82aNfTo0YPSpUszf/58Lly4QI8ePahVq1aenxRbCJF52XIRuX79+vz111+cOHGCEiVKAHD+/HmqVatGTEwMxYsXZ+fOnZTOpVuSX1cSioUQb42zZ6F1a7h0Ke06EybwX69e1GtQn9u3buNc2JkDfxzQfu+kKTER/vkH/voreczilH+vXct4+/bsIQjo2rUrDx480Fl069YtnJ2d+c/TkxJnz6Za9baVFX+pRKq+V5fEkkWIK+5MgrMjvNCLIi4+gbZD5lOucm02b9mS8bYJIQyWU1lLsnL2kbwshHibtWnThn/++YeTJ09qh3g4cuQIX3w5jmlfTaF69eqvtP3r16+zdu1afv75Z44fP46dnR3Lli2jQ4cOWdF8IUQely1jIp8+fZoOHTro/CJfunRpOnbsyKpVq/jxxx9fORRPmjQp3TpGRkbY2dlRunRpvLy8ZJwcIYR4XZQtC4cOwXvvQViY/jqTJnFo0iQeAOZmJty+dZtSJUvStm1bvhw3jho1aiTXu3oVtmz538XiU6eSJ/N7FX/9hVvbtgBUqVKFOnXq0LRpU6pXr06hQoUAKNGzJ+zcCRUrQqVKyf9WqMDVs2dpWacOLa5H8HWPxpiZpv56jYtPYPiMX/j32j1WrRv7am0VQuQ5kpWFEEJkh5kzZ1K5cmWmTJnClP+fa2TlypUE7Q7Es0xpgy4i379/HzMzM2xtbZk6dSo//vgjbdu2Zdy4cbRq1Uq+O4QQemX4InJUVJTemZRTymrVqvXKjfH399e5PeL5TtIvlms0GhwcHJgzZw69/v/2ZyGEEHlcwYIQHAx9+sC6dXqr9ADalXUlwr8XUaYmbAs5wcrth6hfvx5r1qxN7hVx4QJ8+mnWtu3kSUp99hn3799Pu87YscmPFzx8+JCkpCQCD5ylzeAF9G5Xm3aNKmNjZc6Tp8/YGnKCFVsPcel6BElJSTx8+DBr2y6EyHWSlYUQQmSHsmXL8uWXXzJ58mS6dOlC+fLlWb9hI8amZqxbv4E5c+ZkaAzhJ0+esHXrVtasWUNgYCDffvstAwcOZMKECUyfPl3u9BBCpCvDo5UrpTA2Nk5VnlKW1kREmRESEkKbNm0wNzfn448/ZsWKFezatYsVK1bw0UcfYW5uTtu2bdmwYQNffPEFCQkJfPjhhwQFBb3yvoUQQuQQS0tYswa++CLNKtZnr+Iy/DtslaJH61psmzeYprXL0r17N8LDw5N7AGcVGxuoWze5p7QBlFL4TfDDycGV7j5T0SS5MmH+Vip28KdM2wlU7ODPhPlb0Sg3uvtMxcnBFb8JfmRwNCkhxGtCsrIQQojsMmbMGN555x0GDRrEgQMHuH3rJk0H+nH71k3C0rrD7zlz5syhYMGC9OzZk4cPHzJ37lw6duwIgLOzs1xAFkJkSIZ7IgNER0dz9+5dnbInT54AcO/ePb2/EGdm0pB//vmH33//nRMnTvDOO+/oLPvggw8YNmwYtWrV4t1332XKlCn06NGDqlWrMnv2bHx8fDJzKEIIIXKTkRFMnQolS5LQvz8mer4/ouuVQ1kn30pnZmrC7FGdefeTBQwcOID8+QuwHCic2f16ePxvGIqUf93dU41dnBlxcXFcu3ade49usGr3aN1l8fFA8sWlf64d5p9rh5OP53oScXFxWXJRSQiRd0hWFkIIkR3MzMz46aefMDU1ZfHixTgUKkL9nsM5tHYB69ato169etq6iYmJ7Nu3jzVr1tC+fXtatmxJ+fLlmTBhAt26dcPd3T33DkQI8VrL8MR6RkZGac7EmXLLXKqNazQkJCRkuDEVKlSgbt26LFq0KM06H3/8MWFhYfz9998AdO7cmb1797789uM8TCYKEUK8za5evUo/d3e2mxpjEfe/74vo+uW5O7Z7qou7q3ceZvy8LdSoUYMpR47QLK2vMFvb5AvEL4xdjI1NthzHtWvXuHfvXobrFyxYkKJFi2ZLW4QQunIqa0lWzj6Sl4UQb6sbN25w584dnbLWbdpSwrsDbUd9zbaA4Vz6fTM7d2zn33//ZevWrQQGBhIREYG7uzvTpk2jW7duudR6IcTrIFsm1mvYsGGawTirXLx4kTZt2ry0Tv78+fn333+1zz08PNi2bVu2tksIIUT2CA4OJkgprs78mOJT12B65yGxZYpxb1QXvb2D2zWqzPh5Wxg0aBBex4/DvHlp9y7O5u+s5xUrVoxixYrl2P6EEHmPZGUhhBBZrWev3oTuDdYp0xgZ06FldwAqt+zO4fXfU61aNZ061WrUJPzwoWz/XhJCvF0yfBE5NDQ0G5uRzMnJicDAQKZNm6Z3uVKKwMBA8ufPry17+PAh9vb22d42IYQQWe/x48dYmJthWroYN+cOJP/C7dwf1BZlbqq3vo2VORbmpkRFRWE+YQJ89VW29S4WQojMkKwshBAiq/Xt3YvDh8LA2JS2o+dSsIQnVvaOOLq4A+BaoSYjt57laeRD7v53hu0BwyAxnqFDBssFZCFEljN8EMhs0K1bN06cOEGHDh04ffq0zrJTp07RoUMHTp48Sffu3bXlf/75J2UNnAxJCCFE7rK1tSX2WRxPnj4jydGWe1/2IMnRNs36T54+I/ZZfPJtNvnzywVkIcRbRbKyEEK8XXr16sWR8HDcihZh69TB3Pn3lPYCcgpHF3duX/ybrVMH416sKEfCw+nVq1fuNFgI8UbL1MR62W3ixIkcOXKELVu2sHXrVqytrXFycuLevXtER0ejlKJhw4ZMnDgRgNu3b+Pu7k6XLl1yueVCCCEM0aRJE4yMjNgWcoIerWulW39ryAmMjIxo3LhxDrROCCHyFsnKQgjx9vH09ORI+J/079+ftRP6UbKWD3ZO/5teOureLTb49ad79+4sWbIEKyurXGytEOJNlqd6IltaWhIUFMTixYtp2LAhpqamXL16FVNTU7y8vFi8eDF79+7F0tISAGdnZzZv3qzT20IIIcTrw9XVlTZt2rBsywHi4l8+uVRcfALLtxygbdu2uLq65lALhRAi75CsLIQQbydra2saNmyIsYkJlnaOADyLfgyApZ0jxiYmNGzYUC4gCyGyVZ7qiQzJM1v369ePfv365XZThBBC5IAmTZqwfft2PgtYx9eju2BmmvqrKS4+geEzfuG/6xEMHSm9kIUQby/JykII8XY6evQohUuWQyUlssGvP0e3r6Tau7159/NvcPbw5OjRo7ndRCHEG06jlFK53Yi3WVRUFPb29kRGRiaP8SmEEG8RpRR1atfh7Kl/iY59hJuLI33b16Ndo8rYWJnz5OkztoacYNnmA1y5+RBrCwfKlvcg7FCYTBYihMgQyVqvP3kNhRACKlWuQpSRDbFR94m8dYUBvr58v2gRDoXdMbd1xE5Fc/LE8dxuphDiNZOZnJVnLyInJiYSERHBs2fP9C5/U25lllAshHibPXv2jBLFPbh56wYAGg2kfCuZm5nwLC4hVXkRl6L8+99FzM3Nc6PJQojXzJuatd6WrAxv7msohBAZFRsbi62tLQkJCZT1LMeG9evw9PTkzJkzdOzUmXNnz2BiYsLjx4+xsLDI7eYKIV4jmclZeW44i6NHjzJ27Fj27dtHXFyc3joajYaEhJePnSmEECLvMzc359DhMO7duwdAdHQ0bdu2JV/pfFRuX5kTm0/w4PwDtm/fjrW1NQAFCxaUC8hCiLeWZGUhhHj7xMTEUKlKVSqWL8f8+fO1Yx+nTLo3ZMgQTp05S2xsrFxEFkJkmzx1EfnEiRM0aNAAExMTmjVrxvbt26lUqRLOzs4cO3aMe/fu4e3tjZubW243VQghRBYpVqwYxYoV0z6fPn06gwYNolbPWlwOv8x3331HgwYNcrGFQgiRN0hWFkKIt5OjoyN/HgrDyMgo1TJra2uWLVtGUlKS3uVCCJFVMnQReeXKlQbvoFevXhmuO3nyZAAOHz5M2bJlMTIyon379kyYMIGYmBhGjBjBhg0b+PHHHw1ujxBCiLytf//+zP12LmuHrqWMZxmZPEoIkedJVhZCCJHd0rtALBeQhRDZLUNjIhsZGWV6AiOlFBqNhsTExAyvU6hQIRo1asTatWu1+/Xz88PPzw+ApKQkqlatiqenJz///HOm2pNXyRhvQgiR2m+//cbwEcOZ+/VcWrRokdvNEUK8xnIia0lWzl6Sl4UQQgghskeWj4m8bNmyLGlYeiIjIylRooT2uampKU+ePNE+NzIywtvbmzVr1uRIe4QQQuSOli1b0rJly9xuhhBCZIhkZSGEEEII8cZTeUixYsXUgAEDtM9dXV1Vu3btdOr4+voqGxubHG5Z9omMjFSAioyMzJX979mzR1UoX1Ht2bMnV/a/bNkyBaT5CAkJyfE2zZkzR7Vv3165u7srQHl5eWX7Pnv37q3c3Nx0yr766iu1efPmVHVTzll4ePgr7XPfvn2qc+fOysXFRZmamio7OztVp04dtXDhQvXkyRMVEBCgALV161a96zdr1kw5OjqqGzdupLkPLy8vBajmzZunWnbp0iUFqJkzZxrU/gULFqhly5Zlap2QkJAceV8Z0jYhhBDZI7ezVlZ6G7OyUrn7GkpW1nX+/Hk1YsQIVbVqVWVvb68cHR1V3bp11fr167N1vzmVlWfOnKkAdejQIZ3yxMRE5ejoqAB17tw5nWXPnj1TlpaWqn379mrdunUKUN9++63e7X/00UfKzMxMnTx5Ms029O7dWwHK09NTJSQkpFoOqMGDB2f62JRSavXq1WrOnDmZWicls2d3tjWkbUIIIV5dZnJWnho0x9PTk/Pnz2uf16tXj927d3Po0CEAzp49y7p16yhTpkxuNfGNopRi3Jfj+PvUX4z7chwq/ZFNss2yZcsICwtL9ahatWqOt+X777/nypUrNG7cGCcnpxzZ5/jx49m8ebNO2dSpU9myZUu27M/Pz4+GDRty48YNJk+ezJ49e1i7di1NmjTB39+fcePGMWLECOrXr4+vry8PHjzQWf+HH35g9+7dLFy4EBcXl3T3FxgYyN69e7P0GBYuXMjy5csztU7VqlVz5H1lSNuEEEKI9EhWzlmSlVPbvXs3O3fupGPHjqxfv57Vq1dTqlQpOnfuzKRJk7JtvzmVlRs1agRASEiITvnJkyd5+PAh1tbWqZYdPnyYmJgYGjVqROfOnenRowdjxozh4sWLOvV2797N4sWLmThxIhUrVky3LWfOnMnyPPnzzz8zd+7cTK1TuHBhwsLCaN26dZa25UWGtE0IIUTOytBwFjmldevWDB8+nFu3blG4cGE+//xzNm/eTL169ciXLx8PHz4kKSmJsWPH5nZT3wi7d+/m8J+HaVSlLyF/LmP37t00b948V9pSvnx5qlevniv7ftGZM2e0kxKUL18+R/bp4eGRI/sBWL9+PZMmTaJfv34sXrxYZwzHli1bMnr0aMLCkmf+XbFiBZUqVWLw4MHaW2OvXLnCyJEj6dy5M926dUt3f++88w4JCQmMHj2a8PDwTI8ZmRXi4+PRaDTY2dlRu3btHN+/EEIIkRUkK+csycqpdevWjcGDB6fKjxEREcyYMYPPP/8cc3PzLN9vTmXlKlWq4ODgQGhoKGPGjNGWh4aG4uLigpeXFyEhIQwYMEBnGfzvAvT8+fMJDQ2lT58+7Nu3DyMjI6Kioujfvz916tRh1KhR6bbD2tqaqlWr4ufnR48ePbC0tMzaA82AxMREEhISMDc3l/wshBACAIN7Il+7dg1fX188PDywtLTE2Ng41cPEJHPXqAcMGMCNGzfInz8/AJUqVSI4OJgWLVpQoEABfHx82L59O+3btze02eL/KaXwm+BHcZcqtG/4BcVdquA3wS9Xe1i8zNq1a9FoNMyfP1+n3M/PD2NjY/bs2QPA5cuX0Wg0BAQE8NVXX+Hq6oqFhQXVq1cnODg4Q/sydFbbqKgoTExMmDlzprYsIiICIyMj7O3tSUhI0JYPHToUJycn7fnu06cP7u7u2uUajYbo6GhWrFiBRqNBo9Hg7e2ts7/Hjx8zcOBAChQoQP78+enQoQM3b95Mt52TJk3C0dGRb7/9Vu8FXVtbW5o1awZAiRIlmDVrFmvXrmXjxo0opejXrx/W1tZ89913GTovpqamfPXVVxw9epRffvnlpXX9/f31tmn58uVoNBouX74MgLu7O6dPn+b333/Xnp+U8xcaGopGo+Gnn35ixIgRFClSBHNzcy5evKhdlhL2Uxw5coR3332XfPnyYWFhQZUqVVi3bp3eNoSEhLz0vL+sbUlJSUyZMoXSpUtjaWmJg4MDFStW5JtvvsnQuRRCCPH6kKz8epOsrF+BAgX0ZrWaNWvy9OnTVHevPe91yMpGRkY0bNiQAwcO6LQnNDQUb29vvLy8UuXI0NBQnJycKFeuHACOjo4sXbqUAwcOMGfOHACGDx/O/fv3WbFiBcbGxi9tQ4oZM2Zw48aNdHPiizn5+XY9n3u9vb3ZuXMnV65c0Z6zlNfy+ffFlClTKF68OObm5oSEhGiXvdgr+p9//qFHjx4ULFgQc3NzypYty4IFC/S2Yc2aNXz55Ze4uLhgZ2eHj4+Pzl0VL2sbwHfffUelSpWwsbHB1taWMmXKyB/LhBAiFxh0tey///6jatWqLF26FBsbG549e4arqyvvvPMOxsbGKKWoWLEiDRo0yNR2TU1NKVSoEGZmZtqyunXrsnPnTs6ePcuuXbuy/Taat0VKz4qWNT9Bo9HQsuYnHP7zMLt3786V9qT8pfv5x/OzlXfr1o0BAwYwYsQIjhw5AsDevXuZMmUKY8eOpWnTpjrbmz9/Prt27WLu3LmsWrUKIyMjWrZsSVhYWLYdg52dHTVq1CAoKEhbFhwcjLm5OY8fP+bPP//UlgcFBdG4ceM0e+WGhYVhaWlJq1attLcrLly4UKdO//79MTU15eeffyYgIIDQ0FB69uz50jbeunWLU6dO0axZM6ysrDJ0XL6+vrRo0YKBAwcyZcoUgoODWbx4sfYX2Izo2rUr1apVY9y4ccTHx2d4vbRs3ryZEiVKUKVKFe35efEWxy+++IKrV6/y/fffs337dgoWLKh3WyEhIdSrV49Hjx7x/fffs3XrVipXrkzXrl313kKY3nl/WdsCAgLw9/ene/fu7Ny5k19++YV+/frx6NGjVz4nQggh8g7Jyq8/ycqZExISgpOTU5p5C16PrAzJPYqfPHlCeHg4kNwJYN++fXh5eeHl5cXdu3c5c+YMAHFxcYSFheHt7a3T1hYtWuDr68u4ceOYM2cOP/74IwEBAZQqVSrd/aeoU6cO7du3Z8aMGS+9OJ9RCxcupF69ejg7O+sMifK8b7/9lr179zJr1ix+++23NIfGOXPmDDVq1ODUqVPMnj2bHTt20Lp1a4YOHcrEiRNT1R87dixXrlxhyZIl/PDDD/zzzz+0bdtW+x5+WdvWrl3LoEGD8PLyYvPmzWzZsoXhw4cTHR39yudECCFE5hg0nMXEiROJjIwkODgYLy8vjIyM6Nu3LxMmTODmzZsMHDiQs2fPav/iLbLPrVu3uHXrlk6Zo6MjxYsXJzY2VhtwnlelSpX/71lRmTJu9QEo41af4oUr8+XYcTRr1oyIiAiuXbums56trS2lSpUiMTGRkydP6iwrXLgwhQsXNvg49N0iZWxsrNMDYO7cuRw+fJguXbqwc+dOevToQYMGDfD390+1bmJiInv27MHCwgKA5s2b4+7uzoQJE7L1fenj48Ps2bN59uwZ5ubmBAUF4e3tzc2bNwkKCqJu3brcvHmTs2fPMnz48DS3U7t2bYyMjHByckrz9rEWLVrw7bffap8/ePCA0aNHc/v2bZydnfWuc/XqVQCKFy+eqeNaunQp5cuXZ8KECfTr1482bdpkan2NRsOMGTPw8fFh0aJFDBkyJFPrv6hKlSpYWlq+dHgKDw8P1q9fn+62Bg0aRLly5di7d6+2R1jz5s2JiIhg7Nix9OrVS6d3enrn/WVtO3DgABUqVNB5z+bWbbFCCCGyj2TlvCWzefn5XsgvZuWRI0dRvXp18ufPz7179zKcl9/krLxkyRJCQ0P55ptv0u1lm9ezMvxvWIrQ0FDq1KnDiRMnePToEV5eXpQuXZpChQoREhKCp6cnhw4d0o6H/KJZs2axZ88ePvvsM3x8fBg0aNBLz40+06ZNo1y5ckydOpVZs2Zlev3neXp64uDg8NLhKSwsLAgMDMTU1FRb9mIPZ4DPPvsMW1tb/vjjD+zs7ABo2rQpz549Y/r06QwdOhRHR0edfa9atUr73NjYmC5duhAeHk7t2rVf2rYDBw7g4OCg81o2adLEoHMghBDi1RjUEzkoKIhWrVrh5eWlLUu51cjFxUV7G/iXX3750u1cvXrV4IdItmjRIqpVq6bzGD9+PADXr19PtaxatWrP9awYqv2LuUajoWWtoRw9doTdu3ezbt26VOulXPiLjo5OtWzRokWvdBwrV64kPDxc53H48GGdOubm5qxbt4779+9TtWpVlFKsWbNGb1jt0KGDNhRDcqBv27Yt+/bt0+m1kdWaNGlCTEwMBw8eBJJ/Vpo2bYqPj482kKf0vvDx8Xmlfb377rs6z1Mm6Lhy5corbVcfFxcXfH19AQyeNKVJkyY0a9aMSZMm8fjx46xsnl4dO3ZMt87Fixc5d+4c77//PoBO755WrVpx69YtnVvt4NXOe82aNTl58iSDBg0iMDCQqKiojB6OEEKI14hk5bwls3m5evXqOr2Q4X9Z+dSpv5kxYwZApvLym5qVf/vtNwYPHkynTp345JNP0q3/OmTlihUrkj9/fu0wEKGhoTg7O1O6dGkAGjZsqJ1c78XxkJ9nY2PD6NGjgeQ/LBkyL0jp0qXp168f8+fPz5Gf63fffVfnArI+sbGxBAcH0759e6ysrFLl59jYWO1kn89v93mZzc+PHj2ie/fubN26lYiIiEwelRBCiKxiUE/kiIgInVtbTExMePr0qfa5ubk5TZs2TXe2XHd3d4O+TDUajc5f3d9mvr6+qb6UU/7qW7RoUY4ePaqzTCnF4EGDdXpWpCjjVp/iLpXxm+DHtu3bqFOnjs5yW1tbIHmihxe3+yo9KwDKli2boclCSpYsSYMGDdi5cycDBw5Mc7/6ehc4OzsTFxfHkydPsLe3f6X2pqVu3bpYWVkRFBREsWLFuHz5Mk2bNuX69evMmzePJ0+eEBQURIkSJTLdG/hFLw4nkTKJSUxMTJrruLq6AnDp0qVM7y9l+8/fQptZM2bMoGrVqsyaNYu+ffsavJ2MyMh78s6dOwCMHDmSkSNH6q3zYlA15Lyn+OKLL7C2tmbVqlV8//33GBsb07BhQ2bMmJEnJssRQgiRNSQr5y2ZyctKKfr06Uv0AxP9WblwZfYGh6CUokuXLhnOy29iVg4MDKRDhw40bdqU1atXZ+i9mtezMiT//Hh5eREYGEh8fDwhISE6fxDy8vLC398fpRQhISE4OzunOexDVuRnf39/Vq1axfjx41mxYoXB28mIjLxP79+/T0JCAvPmzWPevHl662Rlfv7ggw9ISEhg8eLFdOzYkaSkJGrUqMGUKVNSDdMihBAiexl0EblAgQI6YxAVKFAg1W0uJiYm6Y7z2atXL4OCsfifl90aZ2FhQdWqVXXKAgMDOfznYQa992Oqc5883ttQFm75kOPHj6d5m72xsXGq7eaUJUuWsHPnTmrWrMn8+fPp2rUrtWrVSlXv9u3besvMzMywsbHJtvaZmZlRv359goKCKFq0KM7OzlSoUIESJUoAyb0VgoODMz0cRFYpXLgwFSpUYPfu3Tx9+jTD4yJnlcqVK9O9e3e+/vprWrVqlWp5So+YlFscUxjS4yAjny0FChQAki/udujQQW+dlF4nWcHExITPPvuMzz77jEePHhEUFMTYsWNp3rw5165dy/HXQwghRPaQrJy3ZCYvBwYGcurU32ln5VrJWXn37t00b94cJycnvdvNrbycU1k5MDCQ9957Dy8vLzZu3Jjhi6R5PSunaNSoEZs2beLw4cPs37+fadOmaZd5eXkRERHB0aNHOXToULZPZFm4cGGGDRvG9OnTGTFiRKrlz+fn52VXfnZ0dMTY2JgPPviAwYMH663zqn8AeFHfvn3p27cv0dHR7Nu3Dz8/P9q0acOFCxdwc3PL0n0JIYRIm0EXkUuVKsW///6rfV6zZk0CAwP577//KFGiBPfu3WPDhg14eHi8dDv6Jq0S2Uff+G4vSu6NnDxmcrNmzfLULy5///03Q4cOpVevXixevJi6devStWtXjh8/rjPmFsCmTZuYOXOmNlQ9fvyY7du306BBgwzPiGwoHx8fvvjiC2xtbbW34VlbW1O7dm3mzZvHzZs3M3R7nrm5eYb+Op9Z48ePp0uXLgwdOpTFixeneo2fPHnCwYMHadasWZbvG2DKlCls2LBB76QbKbNu//XXX9SoUUNbvn379lR1s+L8lC5dmlKlSnHy5EmmTp36Stt6Xkba5uDgQKdOnbhx4wbDhg3j8uXLeHp6ZlkbhBBC5B7Jyq8nycoZy8q7d+/mvffeo379+mzZskXnD/8ZkdezMvxveIo5c+YQGRmJt7e3dlm5cuXInz8/06ZNIzY2Vu9QFlnt888/54cffmDMmDGplj2fn5/v/LBt27ZUdbPinFlZWdGoUSOOHz9OxYoVX6mXdWbbZm1tTcuWLYmLi+O9997j9OnTchFZCCFykEEXkVu2bIm/vz+PHj3CwcGBYcOGsX37dipWrEjZsmW5ePEiUVFReidxeF6JEiUYPny4dvyslStXUrlyZe0YSSJrpYyFrK9nRYqU2aef72GRE06dOqX3tksPDw+cnJyIjo6mS5cuFC9enIULF2JmZsa6deuoWrUqffv2TXU7qLGxMU2bNuWzzz4jKSmJGTNmEBUVpffC5YuOHDmi7S0UFRWFUooNGzYAUKNGjXSDSpMmTUhMTCQ4OFjnljMfHx/8/PzQaDQ0btw43XZUqFCB0NBQtm/fTuHChbG1tc2SXrGdO3dm/PjxTJ48mXPnztGvXz88PDx4+vQphw8fZtGiRXTt2jXbLiIXL16cgQMH8s0336Ra1qpVK/Lly0e/fv2YNGkSJiYmLF++PNWkNZB8ftauXcsvv/xCiRIlsLCwoEKFCpluz6JFi2jZsiXNmzenT58+FClShAcPHnD27FmOHTuWocn5Mtq2tm3bUr58eapXr46TkxNXrlxh7ty5uLm5ZWq2biGEEHmbZOXXk2Tl9LPyH3/8wXvvvYezszNjx47lxIkTOss9PT21E62lJa9nZUi+UFywYEE2b96Mk5MTZcuW1S7TaDQ0bNiQzZs3A/rHQ85qdnZ2fPnll3onG6xRowalS5dm5MiRJCQk4OjoyObNm/njjz9S1a1QoQKbNm3iu+++o1q1ahgZGRk0pNo333xD/fr1adCgAQMHDsTd3Z3Hjx9z8eJFtm/fzt69ezO9zbTa9tFHH2FpaUm9evUoXLgwt2/fZtq0adjb2+t0OhFCCJH9DLqIPHDgQLy9vbV/pfb29mbt2rX4+/tz6tQp3NzcmDJlCh999NFLt3P58mUePnyofd6nTx/8/f0lGGeDlJ4VTg6uWFs6cu3u6TTrWls64uTgmqM9LNIaH3fx4sX079+fAQMGcPXqVcLDw7G2tgaSf7FasmQJnTt3Zu7cuQwbNky73pAhQ4iNjWXo0KHcvXuXcuXKsXPnTurVq5duW+bPn59qvLHOnTsDsGzZMvr06fPS9atUqUKBAgWIiIjQ6UWREoyrVKmSalwwfb755hsGDx5Mt27dePr0KV5eXtrJO17VpEmT8PHxYd68eXz55ZdERERgaWlJuXLl+Oyzz7ST6GWXcePGsWzZslQTy9nZ2bFr1y6GDRtGz549cXBwoH///rRs2ZL+/fvr1J04cSK3bt3io48+4vHjx7i5uemdPTo9jRo14s8//+Srr75i2LBhPHz4kPz58+Pp6UmXLl0MOr602taoUSM2btzIkiVLiIqKwtnZmaZNmzJ+/Ph0JzERQgjx+pCs/PqRrJyxrBwUFERMTAyXL1/We6E3JCREp9euPq9DVobkn9t169bpjIecwsvLi82bN1OkSBFKliyZZft8mUGDBvHtt9+mmtvE2NiY7du3M2TIEAYMGIC5uTndunVj/vz5tG7dWqfup59+yunTpxk7diyRkZEopbSTfmaGp6cnx44dY/LkyYwbN467d+/i4OBAqVKl9A5ZlxFpta1BgwYsX76cdevW8fDhQwoUKED9+vVZuXJlmsPJCCGEyB4aZci3RhZxdnamXbt22tmKjYyM8Pf3Z8KECbnVpBwXFRWFvb09kZGR6f7V/lU8e/aMEsU9uHnrRobXKeJSlH//u5jpW9Ry0+XLlylevDgzZ85Mc6I0IYQQQrw9ciprZQfJysly4jWUrCyEEEKIt1FmcpZBPZGzSq1atfjpp58wMTGhUKFCABn667FGo2H8+PHZ3Lo3i7m5OYcOh3Hv3r0Mr1OwYMHXKhQLIYQQQrxJJCvnHMnKQgghhBAvZ1BP5B07dvDjjz8yf/58XFxcUi2/efMmQ4YM4aOPPqJly5ZpbufChQu89957nDt3LrkxGk2GbqfRaDQkJiZmttl50uvcOyYvkt4VQgghhHhebmQtycpZS/Jy1pGsLIQQQojnZSZnGXQRuWXLlty8eZOTJ0+mWadKlSoUKVKEHTt2vHRbSUlJXLp0iRs3buDt7U2fPn3o3bt3um3QNzbV60hCsRBCCCFE9smNrCVZOWtJXhZCCCGEyB7ZPpzFyZMnadOmzUvr1KpVK91QDMlju3l4eODh4YGbmxuVK1d+o0KvEEIIIYR4u0hWFkIIIYQQbxqDLiI/ePCAggULvrROyoy7mfHiTLNCCCGEEEK8biQrCyGEEEKIN41BF5GdnJw4f/78S+ucP3+efPnyGdQogIMHD3LixAltd+rKlStTr149g7cnhBBCCCFETpCsLIQQQggh3jQGXUT28vJiw4YN/PXXX1SsWDHV8pMnT7Jt2zY6dOiQ6W0fPnyY3r17888//wCglEKj0QBQqlQpli1bRp06dQxpthBCCCGEENlOsrIQQgghhHjTGDSx3t9//03NmjUxNTVl5MiRNG3alCJFinDjxg12797N7NmziY+P5/Dhw3qDc1rOnj1LzZo1iY6Opnnz5nh7e+Ps7MydO3cIDQ1l165d2NjYcOjQITw9PTPb7DxJJgoRQgghhMg+uZG1JCtnLcnLQgghhBDZIzM5y6CLyACbN2+mV69ePH36VKdcKYWNjQ0rV67kvffey9Q2u3XrxubNm9mxYwdNmzZNtTwoKIjWrVvTvn171q5da0iz8xwJxUIIIYQQ2Se3spZk5awjeVkIIYQQInvkyEVkgHv37rF8+XLCw8N59OgRDg4O1KxZk969e+Pk5JTp7RUqVAgfHx9Wr16dZp0ePXoQHBzMnTt3DG12npKTofjq1auZmsClQIECuLq6ZmOLhBBCCCGyV25egJSsnDVy6jWUrCyEEEKIt02mcpbKQ8zNzdXYsWNfWmfs2LHK3Nw8h1qU/SIjIxWgIiMjs3U/V65cUVaWVgrI8MPK0kpduXIlW9u1bNmyl7YhJCQkW/f/oidPnqiuXbuqd955R9nY2CgrKyvl6empJk+erJ48eZLu+iEhIQpQ69evz4HWvhnc3NxU796901zeu3fvDL1fX7aNvMDNzS1Dx7Fs2TJ16dIlBaiZM2fmdrOVUipb2pPys3/p0qV063p5eSkvL68s27cQ4u2SU1krJ7yNWVmpnHkNJSsb5vTp08rMzEwBKjw8PN36kpUzT7KyZOX0SFYWQryKzOQsgybWyy4uLi4cOnTopXUOHz6Mi4tLDrXozREREcHTmKcs6riId5zeSbf+hXsX8N3oS0RERI70sFi2bBllypRJVZ7T4/nFx8ejlOKzzz6jePHiGBkZsW/fPiZNmkRoaChBQUE52h4B48ePZ8CAAdrnx44dY/DgwUydOpVGjRppyw3p0ZWTNm/ezLNnz7TPlyxZwtKlS9m1axf29vbacg8PD6Kjo3OjiUIIIfI4ycrZR7Jy5iUmJvLhhx9SoEABbt68mWvteNtJVhZCCJFTMnQRed++fQDUrFkTCwsL7fOMaNiwYYbrtmvXjm+//Zbx48fz5ZdfYmFhoV0WGxvLtGnTCAkJYejQoRneptD1jtM7VHKplNvNSKV8+fJUr149t5uBg4MDv/zyi06Zj48Pz549IyAggP/++48SJUrkUuvSFhMTg6WlZW43I1t4eHjg4eGhfR4bGwskz0Bfu3bt3GpWplWpUkXn+a5duwCoVq0aBQoU0Fn2qsH46dOnWFlZvdI2hBBCZJxk5TeHZOWMmzNnDtevX+fzzz/n008/ze3mvJRk5bxPsrIQQuR9Rhmp5O3tTaNGjbh69arO84w8MmP8+PGUKFGCqVOn4urqSps2bejXrx9t2rTBzc2NyZMnU7x4ccaPH5/5IxWvtbVr16LRaJg/f75OuZ+fH8bGxuzZsweAy5cvo9FoCAgI4KuvvsLV1RULCwuqV69OcHCwwftP+cu9iUnmO+/7+/uj0Wg4ffo03bt3x97enkKFCvHhhx8SGRmpUzcpKYl58+ZRuXJlLC0tcXBwoHbt2mzbtk1bx93dnTZt2rBp0yaqVKmChYUFEydOBOD27dv4+vpStGhRzMzMKF68OBMnTiQhIUFnPxMnTqRWrVrky5cPOzs7qlatytKlS1EvDJG+d+9evL29yZ8/P5aWlri6utKxY0edSYLi4uKYMmUKZcqUwdzcHCcnJ/r27cu9e/d0thUfH8/o0aNxdnbGysqK+vXr8+eff2b6fKYlKCiIJk2aYGdnh5WVFfXq1Uv1mqe8Fn/99RedO3fG3t6efPny8dlnn5GQkMD58+dp0aIFtra2uLu7ExAQoLN+aGgoGo2GVatW8dlnn+Hs7IylpSVeXl4cP348y47leV9//TXFixfHxsaGOnXqpOqB1qdPH2xsbPj7779p1qwZtra2NGnSBMj4a5OR1zmj7QHYtm0bderUwcrKCltbW5o2bUpYWFi6x6qUIiAgADc3NywsLKhatSq//fZbZk6XEELkCsnKIrfldFb+559/mDBhAgsXLnzlcaolKyeTrGwYycqSlYUQOSdDV8QmTJiARqPR/gUw5XlWy5cvH4cPH2bUqFGsXbuWX3/9VbvMwsKCvn37MmPGDPLly5fl+xa5KzExMVV402g0GBsbA8mzkf/++++MGDGC2rVrU716dfbu3cuUKVMYO3ZsqhnK58+fj5ubG3PnziUpKYmAgABatmzJ77//Tp06ddJtj1KKxMREnj59ysGDB5k9ezbdu3d/pdsVO3bsSNeuXenXrx9///03X3zxBQA//vijtk6fPn1YtWoV/fr1Y9KkSZiZmXHs2DEuX76ss61jx45x9uxZxo0bR/HixbG2tub27dvUrFkTIyMjJkyYgIeHB2FhYUyZMoXLly+zbNky7fqXL1/G19dXezyHDh3ik08+4caNG0yYMEFbp3Xr1jRo0IAff/wRBwcHbty4wa5du4iLi8PKyoqkpCTatWvH/v37GT16NHXr1uXKlSv4+fnh7e3NkSNHtL0+PvroI1auXMnIkSNp2rQpp06dokOHDjx+/Njgc5pi1apV9OrVi3bt2rFixQpMTU1ZtGgRzZs3JzAwUBsUU3Tp0oWePXvi6+vLnj17CAgIID4+nqCgIAYNGsTIkSP5+eef+fzzzylZsiQdOnTQWX/s2LFUrVqVJUuWEBkZib+/P97e3hw/fjxLe6ovWLCAMmXKMHfuXCD54kGrVq24dOmSzm19cXFxvPvuu/j6+jJmzBgSEhIy/Npk5HXOTHt+/vln3n//fZo1a8aaNWu0vfi9vb0JDg6mfv36aR7vxIkTmThxIv369aNTp05cu3aNjz76iMTEREqXLp1l51UIIbKaZGWR3fJSVlZK0b9/f9q0acO7777L8uXLs+QYJStLVs4sycqSlYUQOSw7B2d+FXFxceqvv/5Sf/zxh/rrr79UXFxcbjcpW7zqRCE3b95UR48e1Xn8999/SimlYmJitGWrVq1KnnxjQIh6MOlBuo+QAcmTXqxatUq7jQsXLiillEpISEi1z5s3bxrU/pdNFmJsbKxTNzY2VlWpUkUVL15cnTlzRhUqVEh5eXmphIQEbZ2USQ1cXFxUTEyMtjwqKkrly5dP+fj4ZKhda9as0WlL3759VXx8fLrr6ZssxM/PTwEqICBAp+6gQYOUhYWFSkpKUkoptW/fPgWoL7/88qX7cHNzU8bGxur8+fM65b6+vsrGxibVBC+zZs1SgDp9+rTe7SUmJqr4+Hg1adIklT9/fm17NmzYoAB14sSJNNuScp42btyoUx4eHq4AtXDhQqWUUmfPnlWAGj58uE691atXZ3qijxfPcXR0tMqXL59q27ZtquOqVKmSqlmzprYs5bWYPXu2Tt3KlSsrQG3atElbFh8fr5ycnFSHDh1S7btq1ara86SUUpcvX1ampqaqf//+GT6OlLbcu3cv1bKU93GFChV03t9//vmnAtSaNWu0ZSmTqfz4448628joa5OR1zmj7UlMTFQuLi6qQoUKKjExUVvv8ePHqmDBgqpu3brashcnC3n48KGysLBQ7du319n3gQMHFCCThQghDPYmTaz3vLclKyuVM3k5K7Lyy/Lym5SV582bpxwdHdXt27d12mjoxHqSlSUr6yNZWbKyECJnZCZnZWg4ixddvXqVqKiol9Z5/Pix9pY+Q5iamlKhQgXq1atHhQoVMDU1NXhbb7JFixZRrVo1nUfKLYzXr1/XlvXs2dOg7ffs2VO7jSFDhgDJY1C9uM9Fixa90nGsXLmS8PBwncfhw4d16pibm7Nu3Tru379P1apVUUqxZs0abQ+M53Xo0EFnnEBbW1vatm3Lvn37SExMTLc9zZs3Jzw8nL179/LVV1+xceNGOnbsSFJSksHH+O677+o8r1ixIrGxsdy9exdAeyvS4MGD091WxYoVeecd3UlfduzYQaNGjXBxcSEhIUH7aNmyJQC///67tu7evXvx8fHB3t4eY2NjTE1NmTBhAvfv39e2p3LlypiZmfHxxx+zYsUK/vvvv1Tt2LFjBw4ODrRt21Znn5UrV8bZ2ZnQ0FAAQkJCAHj//fd11u/SpYtBQ4Q87+DBgzx48IDevXvrtCEpKYkWLVoQHh6eaty0Nm3a6DwvW7YsGo1Ge64geeiSkiVLcuXKlVT77NGjh04PMzc3N+rWras9zqzSunVrnfd3xYoVAfS2qWPHjjrPM/raZOR1zmh7zp8/z82bN/nggw8wMvrf14uNjQ0dO3bk0KFDem/7AwgLCyM2NjbVe6Ru3bq4ubml2SYhhMiLJCvnLRnJy1mRlV+Wl9+UrHzlyhW++OILZs6cSaFChV7pmF4kWVmycmZJVpasLITIWQZ9IxUvXhx/f/+Xjre2cOFCxo4dm6ELdsJwvr6+qQKXo6MjAEWLFuXo0aMAnD171qBwvGrVKsqWLQskh0sAa2tr7XZTFC5cONPbfl7ZsmUzNFlIyZIladCgATt37mTgwIFp7tfZ2VlvWVxcHE+ePNG5vUkfR0dHbXsaNWqEh4cH3bp1Y+vWrbRv3z4DR5Ra/vz5dZ6bm5sDyRN9ANy7dw9jY2O9bX+RvuO+c+cO27dvT/OXyIiICAD+/PNPmjVrhre3N4sXL9aOCbdlyxa++uorbXs8PDwICgoiICCAwYMHEx0dTYkSJRg6dKh28pQ7d+7w6NEjzMzMXrrP+/fvA6lfFxMTk1TnJbPu3LkDQKdOndKs8+DBA6ytrbXPX7zN18zMDCsrK51fplLK9V0ESOv9dfLkyUy1PT3pvWdSWFlZpRqPMKOvTUZe54y2J+V11vf+dHFxISkpiYcPH+qdyCSt90haZUIIkZdJVs5bMpKXsyIrQ9p5+U3JyoMHD6Z8+fJ07NiRR48eAWgvej158oTIyMh0c3ZaJCtLVs4sycqkWSaEENnBoIvISqlUkwroq2OIoKAgvv76a8LDw3n06JHenp8ajSbVmGBvq8KFC6cZDlMG238VZcuWTbUNY2PjV96uoZYsWcLOnTupWbMm8+fPp2vXrtSqVStVvdu3b+stMzMzw8bGJtP7rVmzJgAXLlzIfKMzyMnJicTERG7fvp3uLxr6xlksUKAAFStW5KuvvtK7jouLC5A88YqpqSk7duzQCYJbtmxJtU6DBg1o0KABiYmJHDlyhHnz5jFs2DAKFSpEt27dKFCgAPnz59fOnvyilF+kUgLV7du3KVKkiHZ5QkKCNhAZKmX8yXnz5qU5A3VW95RJ6/31qiHfUGm9HzLy2kD6r3NGpRz/rVu3Ui27efMmRkZG2l/a01o3rXPr7u6e4XYIIURuk6yct2RnXtaXlSH38nJ2Z+VTp05x5coVvd/njRo1wt7eXntxOatJVjaMZGXJykIIkVUMGs4iI65fv67zwZsRGzdupEWLFuzatQsbGxtq165Nw4YNUz0aNGhgUJtWrVqFr68v1atXx9zcHI1GY9BEEElJScyfP5+KFStiaWmJk5MTXbp04Z9//jGoXSJj/v77b4YOHUqvXr3Yv38/FStWpGvXrjx8+DBV3U2bNhEbG6t9/vjxY7Zv306DBg303tKXnpRbr0qWLGn4AaQj5faw7777zqD127Rpw6lTp/Dw8KB69eqpHinBWKPRYGJionMeYmJi+Omnn9LctrGxMbVq1WLBggVA8mQlKfu8f/8+iYmJeveZMsGDt7c3AKtXr9bZ7rp16175l9x69erh4ODAmTNn9LahevXqafYwMNSaNWt0fvm/cuUKBw8e1B5nXpDR1+Z5ab3OGVW6dGmKFCnCzz//rHN+oqOj2bhxo3YWan1q166NhYVFqvfIwYMH9d6SKIQQrzvJyiKr5URWXrt2LSEhITqPzz//HIDvv/+eHTt2ZP2B/T/JyoaRrKyfZGUhhMi8DPdEnjRpks7zlDGCXpSYmMj169dZu3at3r96p7cPS0tLtm7dSuPGjTO1bkaMGzeOK1euUKBAAQoXLmzwh+2AAQNYvHgxnp6efPLJJ9y5c4dffvmF3bt3c/DgQTw9PbO45W++U6dO6Q1IHh4eODk5ER0dTZcuXShevDgLFy7EzMyMdevWUbVqVfr27ZuqZ4CxsTFNmzbls88+IykpiRkzZhAVFcXEiRNf2o5Fixaxf/9+mjVrRrFixYiOjmb//v3MmzePunXr0q5du6w8bB0NGjTggw8+YMqUKdy5c4c2bdpgbm7O8ePHsbKy4pNPPnnp+pMmTWLPnj3UrVuXoUOHUrp0aWJjY7l8+TK//vor33//PUWLFqV169Z8/fXX9OjRg48//pj79+8za9Ys7e1WKb7//nv27t1L69atcXV1JTY2Vjs7to+PD5A8E/jq1atp1aoVn376KTVr1sTU1JTr168TEhJCu3btaN++PWXLlqVnz57MnTsXU1NTfHx8OHXqFLNmzUp1a1lm2djYMG/ePHr37s2DBw/o1KkTBQsW5N69e5w8eZJ79+4Z/MtGWu7evUv79u356KOPiIyMxM/PDwsLC+0s4nlBRl+bjLzOGWVkZERAQADvv/8+bdq0wdfXl2fPnjFz5kwePXrE9OnT01zX0dGRkSNHMmXKFPr370/nzp25du0a/v7+coueEOK1IFn5fyQrZ728kpX19WS9fPkyANWqVcvQkBuGkqxsGMnK+klWFkKIzMvwRWR/f3/t/zUaDaGhoWmGY0i+HWjGjBmZasz58+f54IMPsiUUQ/LtXaVKlcLNzY3p06cb9CUWEhLC4sWLadCgAXv27NGGiV69etG0aVMGDhyoMylDXnPhXsaGY8hovazSt29fveWLFy+mf//+DBgwgKtXrxIeHq4dr6tEiRIsWbKEzp07M3fuXIYNG6Zdb8iQIcTGxjJ06FDu3r1LuXLl2LlzJ/Xq1XtpOypUqMCOHTv44osviIiIwMTEhFKlSjF27Fg+++yzV57YIj3Lly+natWqLF26lOXLl2NpaYmnpydjx45Nd93ChQtz5MgRJk+ezMyZM7U9nIoXL06LFi20t0Y1btyYH3/8kRkzZtC2bVuKFCnCRx99RMGCBenXr592e5UrV2b37t34+flx+/ZtbGxsKF++PNu2baNZs2ZA8i8g27Zt45tvvuGnn35i2rRpmJiYULRoUby8vKhQoYJ2e0uXLqVQoUIsX76cb7/9lsqVK7Nx48ZM3QKWlp49e+Lq6kpAQAC+vr48fvyYggULUrlyZfr06fPK23/R1KlTCQ8Pp2/fvkRFRVGzZk3Wrl2Lh4dHlu/LUBl9bTLyOmdGjx49sLa2Ztq0aXTt2hVjY2Nq165NSEgIdevWfem6kyZNwtramoULF/LTTz9RpkwZvv/+e2bNmmXQORBCiJwkWTmZZOXskVeycm6TrGwYycqpSVYWQojM06gMDsiWEvaUUjRu3Jg+ffrQu3fvVPWMjY3Jly8fZcqU0ZlxNCOKFi1Kx44d+eabbzK1niFSgvGyZcsy9cXZo0cP1qxZw++//07Dhg11lrVs2ZJdu3Zx/vz5VLMBpyUqKgp7e3siIyNf+a/ML3P16lXKlinL0xj9s73qY2VpxdlzZ3F1dc22dmW1y5cvU7x4cWbOnMnIkSNzuzniDRMaGkqjRo1Yv379SycnEUIIkXfkVNaSrJwsq7My5MxrKFlZiFcnWVkIIV4/mclZGe5W6eXlpf2/n58fjRo1ShUMX1WXLl0IDAwkISEh23t8Gio0NBRra2u9f6Vv3rw5u3bt4vfff89UMM4Jrq6unD13VjvLbEYUKFDgtQrFQgghhBC5RbJyMsnKQgghhBBvJoPSp5+fX1a3A4ApU6bw559/0rVrV+bMmZPnQll0dDS3bt2ifPnyeiecKFWqFIBBk4bExcURFxeXqtzIyEjnlwR9dVJoNBpMTU3TrOvs7KwdL+nFuvHx8XpnCY+Li8tw3cxsN8Xzkzhkpm5CQoLe2cj1nZ+06qYwNTXVztibXXUTExNJTEzMkromJibankt5oW5SUtJLJ/wwNjbW/rzkhbpKKeLj4w2qm/L/hIQE4uLidH4+09uuoXXh5T/3WfkZ8bK6WfVzn9ufEYbUlc+IV6ubF37uc+oz4kXyGZG9dSFjnxEvO47sIlk567MyZH9efj4r66ur7z2Wsn5uv8/11dX3PZTS3hc/E+W7UL4Ls+K78MWsDPJdmN11QfKyIXXlM+LV6kpefrM+IzKTlQ3uwpCQkMC8efNYs2YN586d4+nTp9o33IkTJ/jhhx8YNmxYpnoZlC9fnvj4eMLCwtiyZQsODg7Y29unqqfRaPj3338NbbrBIiMjAfS2CdB2+06pp8+zZ8949uyZ9nlUVBQAs2fPxsLCIlX9UqVK0aNHD+3zWbNmpfmD4ubmpnO74TfffMPTp/pvyXNxceGjjz7SPl+wYEGa7XZycmLQoEHa54sXL+bevXt669rb2+uMt7Z8+XJu3rypt66VlRWjRo3SPl+9enWaE7iYmprqjHW2bt26NH8B8ff317k9b/PmzZw5c0ZvXYAvvvhC+0O1Y8cOTp48mWbdkSNHaseZCwwM5MiRI2nW/fTTT3FwcAAgODiYsLCwNOsOHDiQggULArB///6XjhXYv39/ihQpAsChQ4cICgpKs27v3r1xd3cH4OjRo/z2229p1u3evbv25/Xvv/9m69atadbt1KkT5cqVA+Ds2bNs2LAhzbrt2rWjcuXKAFy8eJE1a9akWbdly5bUrFkTSL6tdMWKFWnW9fHx0fZyunXrFkuWLEmzrpeXl3Y26PQmD6lTp452fLPIyMhUtwz7+/tz/vx5pk2bRvXq1WndujUAT58+fel4ZJUqVeK9994Dkj+4p02blmZdT09POnfurH3+srryGZEsM58RoHuBRz4j3AH5jMiqz4jnyWdEstz+jIiNjdW7fnaTrJxaRrIySF5+XnZ8F/r7++ucX5DvQvkuzLrvwuezMsh3YYrX6TMiheTlZPIZkUzycrI38TMiM1nZoIvIMTExNGvWjIMHD1KgQAHs7OyIjo7WLi9evDjLli0jX758TJkyJcPbTUpKwsTERKdXhb6r6RkcxjlPmjZtWrqzHgshhBBCiNeXZOVXI3lZCCGEECLvyfDEes8bP348X331FdOnT2fUqFFMnDiRyZMn63TVb9GiBffv3yc8PDxLG5xVDJksJDo6Wjsb699//51q+c6dO2nTpg2jRo0iICBA7zb09awoVqwY9+7d0zuA9dverT6tunLrjdx6I7feZL6ufEYYVlc+I16tbl74uZfPiLf7MyIqKgonJ6dsn1jveZKVDc/KIHn5RfJdmPm68l34anXlu1A+IzJbVz4jXq1uXvi5l8+It/czIjNZ2aCeyL/88gve3t6MHj1aewAvKlGiBMePHzdk83mWtbU1hQsX5tKlSyQmJqYa6y3lVpCU8d70MTc3x9zcPFW5mZmZzgublozUMaTu82/A16FuZiaTyQt1n/8QfdPqGhkZZfi9lhfqajSa16ouZN/PvXxG5J26eeFnWT4jkuWFn3v5jMjaupk5jqwiWdnwrAySl7Oqbl74fpPvwmR54ftNvguzv25e+LmXz4jXs25e+LmXz4jsr5sXfu711c3MMRhluOZzrl69So0aNV5ax87OLt3xzl5HXl5eREdHc+DAgVTLAgMDtXWEEEIIIcTbSbKyZGUhhBBCiDeNQT2RbW1t0xzgOcW///6Lk5OTQY0KCwsjKCiImzdvppr0AZL/4rB06VKDtp1RERERREREUKBAAQoUKKAt//jjj1m7di3jxo0jKChIe8U+ODiYwMBAGjZsmKkJUoQQQgghxJtFsrJkZSGEEEKIN41BF5Fr167N9u3biYyM1Dv78vXr1/n111+1syZmVEJCAt27d2fTpk0opdBoNDpjdaQ8NzQYL1myhD/++ANAO07bkiVLCA0NBeC9997Ttnn+/PlMnDgRPz8//P39tdto1KgR/fv3Z8mSJVSpUoXWrVtz584dfvnlF+zs7F46Q6UQQgghhHjzSVaWrCyEEEII8aYxaDiLUaNG8eDBA3x8fDh48KB28O2nT58SHBxMs2bNiI+P57PPPsvUdmfPns3GjRvp27cvR44cQSnFsGHDCAsLY8aMGTg4ONC5c2f+/fdfQ5rNH3/8wYoVK1ixYgXHjh0D4MCBA9qyEydOZGg7ixYt4ttvv0Wj0fDtt9+yc+dO2rZty59//omnp6dBbcstR44coWnzFhw5ciS3myKEEEII8UaQrCxZWQghhBDiTaNRL5vC7yW+//57hg4dqne2SWNjYxYuXEj//v0ztc2KFSsC8NdffwHJA3v7+/szYcIEAE6fPk3NmjX5+uuv8fX1NaTZeU5UVBT29vY5OmP484YOHcq8efMYOnQo33zzTY7vXwghhBAiO+VW1pKsnHVyMy9LVhZCCCHEmywzOcugnsgAAwYM4OTJkwwZMoQaNWrg4eFBlSpVGDBgAMePH890KAa4ePEi3t7e2ucajYb4+Hjt83LlytG2bVu5DS6LJCUlsX7DRoxNzVi3fgNJSUk53obly5ej0WjSfKTcPpmT0mrL9OnTs22fffr0wd3dXads6tSpbNmyJVXdlHP2qj1i9u/fT5cuXShSpAhmZmbY29tTt25dvvvuO6Kjo5k5cyYajYZt27bpXb958+bky5ePmzdv6l3epk0bbG1ttb2vUhw/fhyNRkPhwoX1timl1xLoPy+vyt/fH41Gk6XbFEIIIV4kWfn1J1k5bVeuXOHDDz/ExcUFc3NzihQpQvv27bNtfzmVlWfNmoVGo+Hw4cM65UlJSeTLlw+NRsP58+d1lsXFxWFlZUWHDh1Yv349Go2GefPm6d3+xx9/jLm5ufYPQS8aMmQIGo2G27dv65Q/ePAAIyMjTE1NefLkic6y69evo9FotHc2ZEfWTTmnly9fztLtCiGEeL0YNCbyvn37sLOzo3Llyln6F3kzMzOsrKy0z21sbLh7965OHTc3N7Zv355l+3ybHTx4kNu3btJi6Ffs+vZLwsLCqFevXq60ZdmyZZQpUyZVeW7d8tipUydGjBihU+bq6ppt+xs/fjyffvqpTtnUqVPp1KlTpsdLzAg/Pz8mTZpE3bp1mTx5Mh4eHjx9+pSDBw/i7+/PhQsXmD17Ntu2bcPX15f69euTL18+7fo//PADu3fvZs2aNbi4uOjdR6NGjdi5cydHjhyhdu3a2vLQ0FCsra25ffs2586d03ndU34RatSoEaD/vAghhBB5nWTlN4NkZf1OnTqFt7c3JUqUYNasWRQtWpRbt24RGBiYbfvMqayckkFDQkKoVauWtvzkyZM8fPgQa2trQkJCKF26tHbZ4cOHiYmJoVGjRnTu3JkePXowZswYWrZsScmSJbX1du/ezeLFi5k2bZr2rgJ9+1+wYAGhoaF069ZNW/77779jYpL8q/sff/xBixYttMtCQkJ02t6/f3+d5UIIIURWMegicqNGjRgwYAALFizI0sYUK1aMa9euaZ+XKVOGffv2aScIATh06JDOxSxhuHXr1uFQqAj1ew7n0NoFrFu3LteCcfny5alevXqu7FufQoUK6Vz4zG4eHh45tq/169czadIk+vXrx+LFi3V6KrRs2ZLRo0cTFhaGkZERK1asoFKlSgwePJg1a9YAyT1PRo4cSefOnXXC7YtSgmxoaGiqi8jt2rUjJCSEkJCQVBeRCxQoQPny5YGcPS9CCCFEVpGs/GaQrJyaUooPPviAYsWKsX//fszNzbXLunbtmm37zalMWKVKFRwcHAgNDWXMmDHa8tDQUFxcXPDy8iIkJIQBAwboLIP/Zd/58+cTGhpKnz592LdvH0ZGRkRFRdG/f3/q1KnDqFGj0ty/t7e3tof58zk7NDSUGjVqoJQiJCRE5yJxaGgoRkZGNGzYEICiRYtStGjRLDkfQgghxPMMGs6iYMGCmJmZZXVb8PLy0gZhSA4i58+fp02bNixYsIDu3bun+suryJgbN25w7Ngxncf6DRvxbNweYxMTyjZuz7r1G1LVuXHjRm43HYC1a9ei0WiYP3++Trmfnx/Gxsbs2bMHgMuXL6PRaAgICOCrr77C1dUVCwsLqlevTnBwcLa2MSoqChMTE2bOnKkti4iIwMjICHt7e51hHYYOHYqTk5P2vf7iLXoajYbo6GhWrFihvV3x+dtXAR4/fszAgQMpUKAA+fPnp0OHDmkOLfG8SZMm4ejoqJ3w5kW2trY0a9YMQNvDZO3atWzcuBGlFP369cPa2jrdW2UrV66Mo6Ojzm2WSUlJ7N+/H29vb20ITxEXF0dYWJg2POs7LynnZsiQIfz000+ULVsWKysrKlWqxI4dO1K1YefOnVSuXBlzc3OKFy/OrFmz9LZ1/fr11KpVC3t7e6ysrChRogQffvjhS49PCCGESItk5dePZOWMZeV9+/Zx4sQJhg0bpnMBOSNeh6yccjH2wIEDOu0JDQ3V5tcXhxAJDQ3FycmJcuXKAeDo6MjSpUs5cOAAc+bMAWD48OHcv3+fFStWYGxsnOb+8+fPT4UKFfTuQ19+TllWtWpV7O3tAf3DWbi7u9OmTRt27dpF1apVsbS0pEyZMvz444+p2nDo0CHq1auHhYUFLi4ufPHFFzrD5qTYu3cv3t7e5M+fH0tLS1xdXenYsSNPnz5N8/iEEEK85pQBevfurapUqaKSkpIMWT1NR48eVQMGDFBXr15VSikVFxen2rZtqzQajfZRq1YtFRERkaX7zU2RkZEKUJGRkdm6H+/GTRSg8zAyNlaDVh5Q047FqYEr/lBGxsap6jRq4pOt7Vq2bJkC1KFDh1R8fLzOIyEhQafugAEDlJmZmQoPD1dKKRUcHKyMjIzUuHHjtHUuXbqkAFWsWDFVv359tXHjRrV+/XpVo0YNZWpqqg4ePJhumwDl6OioLCwslJmZmapatar68ccfM3Q8tWvXVs2aNdM+X7t2rbKwsFAajUYdOHBAW162bFnVpUsX7fPevXsrNzc37fOwsDBlaWmpWrVqpcLCwlRYWJg6ffq0zjkrUaKE+uSTT1RgYKBasmSJcnR0VI0aNXpp+27evKkA1bVr1wwdT4oWLVooJycnNWnSJAWo7du3Z2i9du3aKWtraxUfH6+USv4ZB9T58+fVd999pwoWLKit+/vvvytALViwQFv24nlRKvn1cXd3VzVr1lTr1q1Tv/76q/L29lYmJibq33//1dYLCgpSxsbGqn79+mrTpk3a94Grq6t6/qPv4MGDSqPRqG7duqlff/1V7d27Vy1btkx98MEHmTpHQggh8qacylrPk6yctXLiNZSsnLGsnJIFN27cqFq2bKnMzc2VtbW1at26tTp79my6x5PXs7JSSs2ZM0cB2nORmJioHBwc1KJFi9TZs2cVoN3Xs2fPlKWlpercuXOq7fj6+ioLCwv19ddfK0DNnz8/3X0rpdSnn36qAHXz5k2llFIRERFKo9GowMBA9dtvvyljY2Ptz8LVq1cVoEaNGqVd38/PTyfrKqWUm5ubKlq0qPL09FQrV65UgYGBqnPnzgpQv//+u7be6dOnlZWVlfL09FRr1qxRW7duVc2bN9fm50uXLimlkt9HFhYWqmnTpmrLli0qNDRUrV69Wn3wwQfq4cOHGTpOIYQQeUNmcpZBF5Fv3LihXF1dVf/+/dX9+/cN2USmhIeHq7Vr16qwsDCVmJiY7fvLSa8aim/evKmOHj2q8/jvv/+UUkrFxMRoyyZOnKjMLSyVhY296jJ5mRqy+rAaveOCmnYsTvsYveOCGrL6sOoyeZmysLFX5haWauLEidptXLhwQSmlVEJCQqp9poSczEoJefoexsbGOnVjY2NVlSpVVPHixdWZM2dUoUKFlJeXl06ATgnGLi4uKiYmRlseFRWl8uXLp3x80g/6PXr0UKtXr1b79u1TGzZsUC1btlSATgBPy7hx45SlpaWKjY1VSinVv39/1aJFC1WxYkU1ceJEpVTyzw+gfvjhB+16+i6WWltbq969e6d5zgYNGqRTHhAQoAB169atNNt36NAhBagxY8akeyzPu3HjhnJ0dFSA6tevX4bXmzt3rk4Inz17tipcuLBSSqkzZ84oQJ06dUoppdTEiRMVoM6cOaNdP62LyIUKFVJRUVHastu3bysjIyM1bdo0bVmtWrXSfB88H6xnzZqlAPXo0aMMH5cQQojXR25cRJasnLVyIi9nNitb2torC0srnaz8srz8pmRlX19fBSg7OzvVr18/FRQUpH766Sfl5uamChQokO5x5vWsrJRSJ06cUICaOnWqUup/nSDOnTunlFKqUKFC2gvCKZ0gFi5cmGo7jx8/ViVKlFCA8vHxyfAflbZs2aIA9fPPPyullNq4caMyMTFRjx8/VlFRUcrY2Fjt2LFDKaXUihUrFKB+/fVX7fppXUS2sLBQV65c0ZbFxMSofPnyKV9fX21Z165dlaWlpbp9+7a2LCEhQZUpU0bnIvKGDRsUoE6cOJGhYxJCCJF3ZSZnGTScRc+ePXFwcODHH3+kSJEieHp60qhRIxo3bqzzaNKkiSGbT6V69ep07dqV2rVrY2RkUJPfWIsWLaJatWo6j/HjxwPJM/WmlPn5+fEsNoa4mCdsnTqYO/+ewtHFXWdbji7u3L74N1unDsbRzppnsTH4+flptzFkyBAAoqOjU+1z0aJFr3QcK1euJDw8XOfx4qzI5ubmrFu3jvv371O1alWUUqxZs0bvLWEdOnTAwsJC+9zW1pa2bduyb98+EhMTX9qW1atX06NHDxo0aEDHjh359ddfadOmDdOnT+fevXsvXbdJkybExMRw8OBBAIKCgmjatCk+Pj7a2wiDgoIA8PHxSf/EvMS7776r8zxlgo4rV6680nb1cXFxwdfXF0geDiOjnh8XOeVfLy8vAMqWLUvBggW1t+SFhoZSqFAhypYtm6Ht2traap8XKlSIggULao89Ojqa8PDwNN8Hz6tRowYAXbp0Yd26dXnmtlQhhBCvL8nKeUtG8vLzWXnT5AEvzcpbvhqEe7GijPhsuE5WflleflOyclJSEgB16tRhyZIlNGnShJ49e7JlyxYiIiLSHQf8dcjKFStWJH/+/Dr51dnZWTuZXsOGDXXyK/wv8z7PxsaG0aNHAzBx4kS9w8jp4+XlhZGRkc7+q1evjo2NDba2tlStWlVn/yYmJtSvXz/d7VauXFlnonALCwveeecdnfMREhJCkyZNKFSokLbM2Ng41XjXlStXxszMjI8//pgVK1bw33//ZejYhBBCvN4Mmljv+TGanj17xrlz5zh37lyqehn9ohSG8/X1TRWQHB0dgeRJFY4ePaqzLCYmhvnz57N2Qj9K1vLBzqmwdlnUvVts8OtP9+7dmTZtGvfv39dZN+WinbW1dartFi5cmFdRtmzZDE0WUrJkSRo0aMDOnTsZOHBgmvt1dnbWWxYXF8eTJ0+0Y4ZlVM+ePdmxYwdHjhyhZcuWadarW7cuVlZWBAUFUaxYMS5fvkzTpk25fv068+bN48mTJwQFBVGiRAmKFy+eqTa8KH/+/DrPU8ali4mJSXOdlOB46dKlTO8vZfuZGeOxQoUKFChQgJCQED7//HP279/PtGnTtMsbNmxIaGgoH330EWFhYRmeXfvFY09pX8qxP3z4kKSkpDTfB89r2LAhW7Zs4dtvv6VXr148e/aMcuXK8eWXX9K9e/cMH6sQQgiRQrJy3pKZvBwTE8OkyZNZ/5Ks3KFDR376aSXR0dF06NBBZ7tp5eU3JSunZLDmzZvrlFeuXJnChQtz7Nixl7Yvr2dlSP659PLyIjAwkPj4eEJCQrSdICD5Iq+/v792kjtnZ2ediaL17TMz+dnBwYHKlStrLxSHhITQunVrnf0/v6x69eo6nSvSkl5+Brh//36G8rOHhwdBQUEEBAQwePBgoqOjKVGiBEOHDuXTTz/N2IEKIYR47Rh0ETnlL9BZYdCgQZleR6PRZPls16+rwoULpxkOLSwsqFq1aqryv/76i/UbNmBplxyen0U/xtzaFks7R4xNTGjYsCFubm64ubnp3a6xsbHe7eaEJUuWsHPnTmrWrMn8+fPp2rUrtWrVSlXv9u3besvMzMywsbHJ9H7V/0/qkV7vHjMzM+rXr09QUBBFixbF2dmZChUqUKJECSD5l8rg4GDatGmT6TZkhcKFC1OhQgV2797N06dPsbKyytb9pYTwXbt28eeff/Lo0SO9ITwsLIzY2Fi9vTgM4ejoiEajSfN98KJ27drRrl07nj17xqFDh5g2bRo9evTA3d2dOnXqZEmbhBBCvD0kK+ctmc3L77VrR3BwcJpZuWlTH6ysrLCyssLJyUnvdnMrL2d3Vk7pzauPUuq1z8opGjVqxKZNmzh8+HCqThBeXl5ERERw9OhRDh06RPv27bNl/7Nnz+avv/7i9OnTBAQE6Oz/66+/5q+//uLy5ctZ2ukhf/78Gc7PDRo0oEGDBiQmJnLkyBHmzZvHsGHDKFSoEN26dcuyNgkhhMg7DLqInJW+//77DNd9vreGBGPDHT16lMIly6GSEtng15+j21dS7d3evPv5Nzh7eKbqZZxX/P333wwdOpRevXqxePFi6tatS9euXTl+/Li2N0mKTZs2MXPmTO1teo8fP2b79u00aNDgpTMip+Wnn37C1NSUatWqpVvXx8eHL774AltbW+1teNbW1tSuXZt58+Zx8+bNDN2e92LPgKwyfvx4unTpwtChQ1m8eHGqXlBPnjzh4MGDNGvWLEv216hRIzZu3MjMmTMpWLCgznAVXl5e3L9/n3nz5mnrZgVra2tq1qyZ5vsgLebm5nh5eeHg4EBgYCDHjx+Xi8hCCCFylWTlnCdZOe2s3LJlS6ysrPjtt98YPny4tvzYsWPcvn2b2rVrp9vOvJ6V4X+ZdM6cOURGRuLt7a1dVq5cOfLnz8+0adOytBPEi/ufPXs2EydOxMjISGe4ipT/T5w4UaetWbXfbdu2cefOHe2QFomJifzyyy9prmNsbEytWrUoU6YMq1ev5tixY3IRWQgh3lBZchE5OjqaqKgo7OzssLa2ztS6KbfipOfq1atMmjSJf//9V279e0XhR45iYmnLd73qEnnrCsOHD+f7RYu4eTocc1tH/gw/kuNtOnXqFAkJCanKPTw8cHJyIjo6mi5dulC8eHEWLlyImZkZ69ato2rVqvTt25ctW7borGdsbEzTpk357LPPSEpKYsaMGURFRWnDVlpmzpzJmTNnaNKkCUWLFuXu3bssXbqU3bt34+/vT4ECBdI9liZNmpCYmEhwcDArVqzQlvv4+ODn54dGo6Fx48bpbqdChQqEhoayfft2ChcujK2trXYstlfRuXNnxo8fz+TJkzl37hz9+vXDw8ODp0+fcvjwYRYtWkTXrl2z9CIywObNm+nUqZPOsvLly5M/f342b95MkSJFKFWqVJbsE2Dy5Mm0aNGCpk2bMmLECBITE5kxYwbW1tY8ePBAW2/ChAlcv35d+5o/evSIb775BlNTU51e00IIIYShJCu/XiQrp83BwYFJkyYxcuRI+vTpQ/fu3bl9+zbjx4/H1dU1Qz3n83pWhuQLxQULFmTz5s04OTnpdILQaDQ0bNiQzZs3A1l7ETdFw4YNMTY2ZvPmzamGq3BwcKBSpUps3rwZU1NT6tWrl2X7HTduHNu2baNx48ZMmDABKysrFixYQHR0tE6977//nr1799K6dWtcXV2JjY3lxx9/BF59LGshhBB5mKGz98XFxamvvvpKlSpVShkZGWkfJUuWVF999ZV69uyZoZvW8eDBAzVy5EhlaWmpNBqNqlu3rtq/f3+WbDsvyOkZw2NiYpSJiYkCVFnPcur06dNKKaVOnz6typT1VIAyMTHRma05O71sxmlALV68WCmlVM+ePZWVlZW2vSnWr1+vADVnzhyl1P9mnJ4xY4aaOHGiKlq0qDIzM1NVqlRRgYGB6bZn27Ztqn79+srJyUmZmJgoW1tb1aBBA7VmzZoMH1NSUpIqUKCAAtSNGze05QcOHFCAqlq1aqp19M04feLECVWvXj1lZWWlAOXl5aVzzsLDw3Xqh4SEKECFhIRkqJ2///676tSpkypcuLAyNTVVdnZ2qk6dOmrmzJkqKioqVf2UmZ7v3buXoe0/z9nZWQHamayf99577ylAvf/++6mW6TsvgBo8eHCqum5ubqlm6N62bZuqWLGiMjMzU66urmr69OmpZqzesWOHatmypSpSpIgyMzNTBQsWVK1atXqjPmeEEOJtltNZK4Vk5ayTk6+hZOWMWbx4sSpfvrwyMzNT+fPnV++//766du1ahtZ9XbJyly5dFKA6deqUatncuXMVoIoUKfLSbaTVloyoWbOmAtTIkSNTLRs2bJgCVL169VItezHrKpWck1u3bp2qrpeXl/a8pThw4ICqXbu2Mjc3V87OzmrUqFHqhx9+UIC6dOmSUkqpsLAw1b59e+Xm5qbMzc1V/vz5lZeXl9q2bVumj1MIIUTuykzO0ij1/4O9ZkJMTAxNmzYlLCwMY2NjPDw8cHZ25s6dO/z7778kJCRQq1at5LHELC0zu3kAYmNjmTt3LgEBATx69IgyZcowderUDE+89bqIiorC3t6eyMhI7Ozssn1/Dx8+pGnzFlQsX4758+frjIkbHR3NkCFDOHXmLHsCd+Hg4JDt7clqly9fpnjx4sycOZORI0fmdnOEEEIIkctyOmuBZOWslpOvoWRlIYQQQrxNMpOzDBrOIiAggIMHD9KjRw+mT59O0aJFtctu3rzJmDFjWLVqFQEBAfj5+WVq20opli5dysSJE7lx4wYuLi4EBATw4YcfpjtRg0ifo6Mjfx4K03sura2tWbZsGUlJSXKuhRBCCCEMJFn59SVZWQghhBBCP4PSz9q1a6levTqrVq3SCcUALi4urFy5kurVq7N27dpMbXfLli2UK1cOX19fnjx5wtSpU7l48SL9+/eXoJaF0juXcq6FEEIIIQwnWfn1JllZCCGEECI1g3oiX758WWc2Xn2aNGnC3LlzM7S9P/74g88//5xDhw5hZmbG8OHD+fLLL1PNIixEetzd3TFghBYhhBBCiCwjWVnkVZKVhRBCCGEogy4iW1lZce/evZfWuXfvns4YYml599132blzJ0ZGRvTu3ZtJkyal6rEhhBBCCCHE60KyshBCCCGEeNMYNLFe69at2bdvH4cOHaJcuXKplp85c4ZatWrh5eXFjh07XrotIyMjNBoN7u7ulC5dOmON1mjYuXNnZpudJ+XGZC9CCCGEEG+L3MhakpWzluRlIYQQQojskZmcZdBF5IMHD+Lt7Y2JiQn9+vXDy8uLQoUKcefOHUJDQ1m2bBnx8fGEhIRQr169l27LkDHFNBoNiYmJmV4vL5JQLIQQQgiRfXIja0lWzlqSl4UQQgghske2X0QG2LhxI/379ycyMhKNRqMtV0phb2/P4sWL6dSpU7rbuXLliiG7x83NzaD18hoJxUIIIYQQ2Se3spZk5awjeVkIIYQQInvkyEVkgCdPnrBlyxaOHz9OVFQUdnZ2VKlShXbt2mFra2voZt8quR2Kf/vtN4aPGM7cr+fSokWLHN+/EEIIIUR2ys2sJVk5a+TmayhZWQghhBBvshy7iCxeXW6G4oSEBMpXLM/5s+cpXbY0p/46hYmJQXMtCiGEEELkSbn9B3vx6nLrNZSsLIQQQog3XWZyVuYHWXvBkydPOHbsGPv373/VTYkctmTJEi6cu0D3ed25cO4CS5cuze0mCSGEEEK8USQrv74kKwshhBBC/I/BF5EvX75Mu3btcHR0pEaNGjRq1Ei77MCBA3h6ehIaGpoVbRTZICoqigl+E6jRrQa13q9F9a7VGT9hPI8fP87RdixfvhyNRpPmI6ffQ+m1Z/r06dmy3z59+uDu7q5TNnXqVLZs2ZJmG48cOfJK+9y/fz9dunShSJEimJmZYW9vT926dfnuu++Ijo5m5syZaDQatm3bpnf95s2bky9fPm7evJlmG9N7pBxznz59sLGxeaXjyYv0va5CCCHeDpKVX2+SldN2+/ZthgwZQokSJbC0tMTNzY1+/fpx9erVbNtnTmXlWbNmodFoOHz4sE55UlIS+fLlQ6PRcP78eZ1lcXFxWFlZ0aFDB9avX49Go2HevHl6t//xxx9jbm7OX3/9lWpZaGhohvJzyhjr/v7+aDQaIiIiMn2ceVnKcQkhhMh7DLof6+rVq9SuXZv79+/Trl07bt++TVhYmHZ5rVq1iIiIYM2aNXh7e2dVW0UWCggIIDIqklZjWwHQamwrpm2ZRkBAAJMnT87x9ixbtowyZcqkKvf09MzRdrRu3VrnvZxiwoQJ7Nmzh/bt22fLfsePH8+nn36qUzZ16lQ6derEe++9l+X78/PzY9KkSdStW5fJkyfj4eHB06dPOXjwIP7+/ly4cIHZs2ezbds2fH19qV+/Pvny5dOu/8MPP7B7927WrFmDi4tLqu3rO4916tShU6dOjBgxQltmbm6e5ccmhBBC5DbJyq8/ycr6PXv2jIYNG/Lw4UMmTpyIp6cn58+fx8/Pj8DAQM6ePZst433nVFZO+WNPSEgItWrV0pafPHmShw8fYm1tTUhICKVLl9YuO3z4MDExMTRq1IjOnTvTo0cPxowZQ8uWLSlZsqS23u7du1m8eDHTpk2jYsWKqfZdtWrVVPm5ffv2eHh4MGvWrCw7RiGEEMJQBl1E9vPz4+HDh/z+++/UrVuXiRMn6nzhmZiY0KBBAw4cOJBlDRVZ59q1a8yaPQuvwV44FHEAwLGoI16DvJg1exa+vr4ULVo0R9tUvnx5qlevnqP71MfJyQknJyedsujoaMLCwqhfv75OYMxKHh4e2bJdfdavX8+kSZPo168fixcv1vlLf8uWLRk9ejRhYWEYGRmxYsUKKlWqxODBg1mzZg2QPEv8yJEj6dy5M926ddO7D33nEaBQoULUrl07ew4sA2JiYrC0tMy1/QshhHg7SFZ+vUlWTtv+/fv5559/WLJkCf369QPA29sbOzs7evToQVBQULZ0usiprFylShUcHBwIDQ1lzJgx2vLQ0FBcXFzw8vIiJCSEAQMG6CyD/12Anj9/PqGhofTp04d9+/ZhZGREVFQU/fv3p06dOowaNUrvvu3s7FLlZHNzcxwcHHI1Pz99+hQrK6tc278QQoi8w6DhLAIDA2nfvj1169ZNs46rqys3btwwuGEi+3w57kvMbc1pMrSJTnmTT5tgZmPGuHHjcqllaVu7di0ajYb58+frlPv5+WFsbMyePXuA5FtHNRoNAQEBfPXVV7i6umJhYUH16tUJDg42aN+//PILT548oX///i+tFxUVhYmJCTNnztSWRUREYGRkhL29PQkJCdryoUOH4uTkRMq8li/eoqfRaIiOjmbFihXa29Ze7Kn0+PFjBg4cSIECBcifPz8dOnTQO7TEiyZNmoSjoyPffvut3lvFbG1tadasGQAlSpRg1qxZrF27lo0bN6KUol+/flhbW/Pdd9+lu6/MunjxIq1atcLGxoZixYoxYsQInj17plMnLi6OKVOmUKZMGczNzXFycqJv377cu3dPp567uztt2rRh06ZNVKlSBQsLCyZOnKi9VfDnn3/m888/p3DhwtjY2NC2bVvu3LnD48eP+fjjjylQoAAFChSgb9++PHnyRGfbCxYsoGHDhhQsWBBra2sqVKhAQEAA8fHxWX5OhBBCvH4kK7/eJCunzdTUFAB7e3udcgcHBwAsLCzSXPd1yMpGRkY0bNiQAwcO6LQnNDQUb29vvLy8Ug0hEhoaipOTE+XKlQPA0dGRpUuXcuDAAebMmQPA8OHDuX//PitWrMDY2PilbcisO3fu0L17d+zt7SlUqBAffvghkZGROnWUUixcuJDKlStjaWmJo6MjnTp14r///tOp5+3tTfny5dm3bx9169bFysqKDz/8UPu+mTlzJjNmzMDd3R1LS0u8vb25cOEC8fHxjBkzBhcXF+zt7Wnfvj13797V2fYvv/xCs2bNKFy4MJaWlpQtW5YxY8YQHR2dpedDCCFE9jHoIvKDBw8yNM7nixd/RO47duwYq35aRfMvmmNhqxvyLGwtaD6mOStXruT48eM52q7ExEQSEhJ0HomJidrl3bp1Y8CAAYwYMUI7vtnevXuZMmUKY8eOpWnTpjrbmz9/Prt27WLu3LmsWrUKIyMjWrZsqXeoivQsXboUOzs7Onfu/NJ6dnZ21KhRg6CgIG1ZcHAw5ubmPH78mD///FNbHhQUROPGjdMc7yssLAxLS0tatWpFWFgYYWFhLFy4UKdO//79MTU15eeffyYgIIDQ0FB69uz50jbeunWLU6dO0axZswz3KPD19aVFixYMHDiQKVOmEBwczOLFi8mfP3+G1s+o+Ph43n33XZo0acLWrVv58MMPmTNnDjNmzNDWSUpKol27dkyfPp0ePXqwc+dOpk+fzp49e/D29iYmJkZnm8eOHWPUqFEMHTqUXbt20bFjR+2ysWPHcvfuXZYvX87s2bMJDQ2le/fudOzYEXt7e9asWcPo0aP56aefGDt2rM52//33X3r06MFPP/3Ejh076NevHzNnzsTX1zdLz4kQQojXk2Tl15dk5Zdn5Xr16lGtWjX8/f0JDw/XThw5duxYqlatio+PT5rrvg5ZGZJ7FD958oTw8HAgOX/u27cPLy8vvLy8uHv3LmfOnAGSOzeEhYXh7e2t09YWLVrg6+vLuHHjmDNnDj/++CMBAQGUKlUq3f1nVseOHXnnnXfYuHEjY8aM4eeff2b48OE6dXx9fRk2bBg+Pj5s2bKFhQsXcvr0aerWrcudO3d06t66dYuePXvSo0cPfv31VwYNGqRdtmDBAg4cOMCCBQtYsmQJ586do23btvTr14979+5pjzMoKChVB5x//vmHVq1asXTpUnbt2sWwYcNYt24dbdu2zfJzIoQQIpsoA7i6uqqOHTtqn/v7+ysjIyOdOj4+Pqp06dKGbP6tEhkZqQAVGRlp0Po3b95UR48e1Xn8999/SimlYmJidMqPHDmiqlWvpgqXLqxm352t5j6Ym+ox++5s5fyOs6rfoL46cuSIzvoXLlxQSimVkJCQap83b940qP3Lli1TgN6HsbGxTt3Y2FhVpUoVVbx4cXXmzBlVqFAh5eXlpRISErR1Ll26pADl4uKiYmJitOVRUVEqX758ysfHJ1PtO3v2rAKUr69vhuqPGzdOWVpaqtjYWKWUUv3791ctWrRQFStWVBMnTlRKKXXjxg0FqB9++EG7Xu/evZWbm5vOtqytrVXv3r1T7SPlnA0aNEinPCAgQAHq1q1babbv0KFDClBjxozJ0PGkuHHjhnJ0dFSA6tevX6bWTQGowYMH613Wu3dvBah169bplLdq1Urnc2TNmjUKUBs3btSpFx4ergC1cOFCbZmbm5syNjZW58+f16kbEhKiANW2bVud8mHDhilADR06VKf8vffeU/ny5UvzuBITE1V8fLxauXKlMjY2Vg8ePNA5rhdfVyGEEDnrVbOWISQrZ62cysspWdn5HeeXZ+VSzqpR40bqzp07qbabVl5+k7JyVFSUatu2rU5bvL291f3799NdN69nZaWUOnHihALU1KlTlVJKHT16VAHq3LlzSimlChUqpObPn6+UUur3339PlUFTPH78WJUoUUIBysfHRyUlJb10v/q4ubmp1q1b613m5+enABUQEKBTPmjQIGVhYaHdX1hYmALU7Nmzdepdu3ZNWVpaqtGjR2vLvLy8FKCCg4N16qa8bypVqqQSExO15XPnzlWAevfdd3Xqp+TqtH5mk5KSVHx8vPb8nTx5MtVxCSGEyBmZyVkG9URu2rQp27dv59SpU3qX79+/n+DgYFq1amXI5kUmLFq0iGrVquk8xo8fD8D169d1yqtXr87RI0ep3bs2xib6b6MyNjGmTp86/LH/D6pXr66z/pAhQ4DkMYJf3OeiRYte6ThWrlxJeHi4zuPFWZHNzc1Zt24d9+/fp2rVqiilWLNmjd5bwjp06KBzO52trS1t27Zl3759Or020rN06VKAdIeySNGkSRNiYmI4ePAgkNyLomnTpvj4+GhvI0zpffGynhoZ8e677+o8T5mg48qVK6+0XX1cXFy0vWwnTZqU5duH5NsSX+yJULFiRZ3j2bFjBw4ODrRt21anJ07lypVxdnZOdXthxYoVeeedd/Tur02bNjrPy5YtCyRPCvhi+YMHD3SGtDh+/Djvvvsu+fPnx9jYGFNTU3r16kViYiIXLlzI9LELIYR4s0hWzlsympdTsnKdPnVenpX71iFkbwjz589Ptd208vKbkpXj4+Pp2rUrJ06cYPHixezbt48VK1Zw48YNmjZtmmoYhRe9Dlm5YsWK5M+fX5srQ0NDcXZ21s6N0rBhQ0JCQrTL4H/jIT/PxsaG0aNHAzBx4sQ0e1W/Kn3HGRsbqx1OYseOHWg0Gnr27KmTn52dnalUqVKq/Ozo6Ejjxo317qtVq1YYGf3vEsLL8jMkTzKa4r///qNHjx44Oztr87OXlxcAZ8+eNeDIhRBC5DSDJtYbN24cGzZsoH79+owePZqLFy8C8Ntvv3Hw4EG+/vprChQokOakASLr+Pr6pgoOjo6OABQtWpSjR49qy5VSDBg4gEMrDlG/f3294TgxIZGw5WHUb1CfuXPm6oSdlJmWra2tdbYLULhw4Vc6jrJly2ZospCSJUvSoEEDdu7cycCBA9Pcr7Ozs96yuLg4njx5kmocN33i4+NZuXIllSpVyvBEJiljhwUFBVGsWDEuX75M06ZNuX79OvPmzePJkycEBQVRokQJihcvnqFtpuXF4STMzc0BUg3p8DxXV1cALl26lOn9pWzfzMws0+tmhJWVVapx9MzNzYmNjdU+v3PnDo8ePUqzDRERETrPX/a+zJcvn87zlG2mVR4bG4uNjQ1Xr16lQYMGlC5dmm+++QZ3d3csLCz4888/GTx48EvPvxBCiLeDZOW8JaN5OSUrhy0Pe3lWXhZG4yaNGTJkCO+9957O8rTy8puSlZcuXcpvv/1GeHi4tj0NGjSgfv36eHh4MHfuXPz8/NJsX17PypDcscHLy4vAwEDi4+MJCQnRXuwE8PLywt/fH6UUISEhODs7U6ZMGb3byu78DOkf5507d1BKUahQIb3rlyhRQud5VudngCdPntCgQQMsLCyYMmUK77zzDlZWVly7do0OHTpIfhZCiNeEQReR3d3dCQwMpFu3bowbNw6NRoNSijZt2qCUwtXVlQ0bNrxyWBLpK1y4cJrn2cLCgqpVq+qU/bDoB6pVq8ahVYeo16deqnUO/XSIO//c4bdffqNy5cp6t2tsbJxquzllyZIl7Ny5k5o1azJ//ny6du1KrVq1UtW7ffu23jIzMzNsbGwytK8dO3Zw9+5dbU+VjDAzM6N+/foEBQVRtGhRnJ2dqVChgjachYaGEhwcnKoXbE4pXLgwFSpUYPfu3a/lTMspE6Ps2rVL7/KUX9xSZEePjy1bthAdHc2mTZtwc3PTlp84cSLL9yWEEOL1JFk5b8lMXs5QVr54h9/W/UbBggUpWLCg3u3mVl7O7qx84sQJvcdWokQJ8ufPn2bv+xR5PSunaNSoEZs2beLw4cPs37+fadOmaZd5eXkRERHB0aNHOXToEO3bt8/FlqavQIECaDQa9u/fr73A/LwXy7IjP+/du5ebN28SGhqqc0H+0aNHWb4vIYQQ2ceg4SwAatWqxT///MPGjRsZNWoU/fv3Z/jw4fzyyy9cuHAhwz03Rc6qUqUKH3zwAYHTAol9HKuzLDYqlsDpgfTq1SvNC8i56e+//2bo0KH06tWL/fv3U7FiRbp27crDhw9T1d20aZNOD9bHjx+zfft2GjRokOEZkZcuXYqFhQXvv/9+ptrp4+PD0aNH2bhxo/Y2PGtra2rXrs28efO4efNmhm7PMzc3z5a/yo8fP56HDx8ydOhQ7YzXz3vy5Am7d+/O8v1mhTZt2nD//n0SExOpXr16qkfKbYbZKSVYPx+4lVIsXrw42/cthBDi9SFZ+fUkWfnlWdnFxYXExETtpHMpLly4wP379ylatGi67czrWRn+NzzFnDlziIyMxNvbW7usXLly5M+fn2nTphEbG6t3KIu8JOWPVzdu3NCbnytUqJDtbdCXn4FXHuZFCCFEzjKoJ7J2ZRMT2rdvn+f/+ip0TZkyhV/W/ULwt8G0/vJ/41cFfxtM3JM4pkyZkuNtOnXqFAkJCanKPTw8cHJyIjo6mi5dulC8eHEWLlyImdn/sXffUVFcbRjAn92ldxAQrGBXEBXEhoqo2DWJsWvssWuMGhMrYo8lscUSNWrsvcVobGDFXrHFAjZsqHTp9/uDbyesu0uT7vM7Z48y9d7d2Zl33r1zrx62bdsGV1dX9OnTB3v27FFZT6FQwNvbG6NGjUJycjJ+/vlnREREwNfXN0PlCQkJwaFDh9C5c2fpcceMatKkCZKSknDs2DGsW7dOmt60aVP4+PhAJpNp7WcstapVq8Lf3x/79++Hvb09TE1NsyVJ2rFjR0yaNAnTpk3D3bt30a9fP5QtWxYxMTE4f/48VqxYgc6dO6NZs2afvK/s1qVLF2zcuBGtWrXCd999h1q1akFXVxfPnj2Dn58fvvjiixw/H3l7e0NPTw9du3bF2LFjERsbi2XLlmm8QSMios8bY+WCibGydn369MGvv/6Kr7/+GhMnTkTFihXx6NEjzJw5E8bGxhg0aFC6dcnvsTKQkii2tbXF7t27YWNjI/XxC6QkRBs2bIjdu3cD0Nwfcn7i4eGBAQMGoE+fPrh06RIaNmwIY2NjvHjxAqdPn0bVqlUxePDgHC1DvXr1YGlpiUGDBsHHxwe6urrYuHEjrl+/nqP7JSKi7JXllshUcJUsWRJjRo/Bid9OIOx5GADg/bP3OLH0BMaMHpOhFgTZrU+fPqhbt67aa+/evQCAQYMG4cmTJ9i+fTuMjY0BpDw2t2rVKuzduxcLFixQ2d6wYcPg7e2NESNGoFu3bkhMTMSBAwfg4aH+WKIma9euRVJSUoYH1EutRo0asLa2BqA6IIjy/zVq1FDru0yThQsXonz58ujSpQvc3d2lge2yw9SpU3HixAnY29tjwoQJaNq0KTp37ox//vkHo0aNyrHB8z6VQqHAvn37MH78eOzatQtfffUVvvzyS8yePRsGBga50pKiUqVK2LlzJ96/f4/27dtj+PDhqF69OhYtWpTj+yYiIqKcx1hZu5IlS+LixYto3Lgxfv75Z7Rs2RJTp06Fu7s7Lly4kKEkbkGIlQGgUaNGEEKodL+g5OnpCSEEihcvjnLlymXrfnPCihUrsGTJEpw8eRJdunRB69atMXnyZERHR6NWrVo5vv8iRYrgwIEDMDIyQo8ePdC3b1+YmJhg69atOb5vIiLKPjKh6Xn2DIiPj8eePXtw8eJFhIWFaRzFVyaTYfXq1Z9cyMIsIiIC5ubmCA8Ph5mZWa7tNzIyEmXLlYVjE0d0+60bNg7ZiODjwXj44KFav7IFSXBwMBwdHTF37lyMGTMmr4tDREREeSyvYi3GytknLz5DxspERET0OchMnJWl7iweP34Mb29vPHz4UGOfqkoMjPMvU1NTTPWdiiFDhqBM3TK4tPUSli1bVqCDYiIiIqL8gLFywcdYmYiIiEhVlpLI33//PR48eIBvvvkGffv2RYkSJaCj80ndK1Me6N+/PxYsWoAtI7agUpVK6NevX14XiYiIiKjAY6xcODBWJiIiIvpPlqLZ48ePo0mTJioDIVDBo6Ojg1/n/4rvR3+PX+f/WihubhwcHNJs8UNERESU0xgrFw6MlYmIiIj+k6VIKDk5GTVq1MjuslAeaNmyJVq2bJnXxSAiIiIqNBgrFx6MlYmIiIhSyLOyUt26dXHnzp3sLgsRERERUYHHWJmIiIiICpssJZFnz54NPz8/7NixI7vLQ0RERERUoDFWJiIiIqLCJkPdWUydOlVtmpeXFzp37gxPT0/UqFED5ubmasvIZDJMmjTp00tJRERERJRPMVYmIiIiosJOJjIwsoJcnqUGy5DJZEhKSsrSup+LiIgImJubIzw8HGZmZnldHCIiIqJCJTdiLcbKOYvxMhEREVHOyEyclaGWyH5+ftlSMCIiIiKiwoaxMhEREREVdhlKInt6euZ0OSgPPHnyBMeOHUNkZCRMTU3RpEkTlCpVKq+LRURERFSgMFYunBgrExEREf0nw8/eKRQKTJs2LSfLQrnkwoUL+KJdOzg6OqJv3774cewP6Nu3LxwdHfHlF1/g4sWLuVaWtWvXQiaTaX35+/vnWlmUXrx4gd69e8PW1hYGBgZwcXHB6tWrc3SfvXv3hoODg8q0mTNnYs+ePWrLKt+zS5cufdI+T506hU6dOqF48eLQ09ODubk56tWrh2XLliE6Ohpz586FTCbDvn37NK7fvHlzWFlZISQkROs+GjVqpPJ5GhgYoEqVKpg+fTri4+NVlg0ODoZMJsPatWs/qV5ERER5gbFy4cFYOW0LFixA+/bt4ejoCJlMhkaNGmld9vXr1+jduzesra1hZGSEunXr4tixYzlaPplMhilTpkh/3759G1OmTEFwcLDaso0aNYKzs3OW9uPs7IzKlSurTd+9ezdkMhnq1q2rNm/9+vVSfN2mTRtYWFjg6dOnasu9e/cO9vb28PDwQHJystYyfHw8mJmZoV69eti8ebPasspjSdP7QERElBEZaokMAEIIZKD7ZMrndu3aha5du8ChWBFMHdoO7byqw8RIH1Excdjndw1/7j+H+vU9sHnzFrRv3z7XyrVmzRpUqlRJbXqVKlVyrQwAEB4ejvr16yM+Ph5z5syBvb09Nm/ejP79+yM8PByjRo3Kkf1OmjQJ3333ncq0mTNnokOHDvjyyy+zfX8+Pj6YOnUq6tWrh2nTpqFs2bKIiYnB2bNnMWXKFPz777+YP38+9u3bh4EDB6J+/fqwsrKS1v/9999x+PBhbN68GcWKFUtzX2XKlMHGjRsBAG/evMGqVaswadIkPHnyBL///ru0nL29PQICAlC2bNlsry8REVFOY6xcODBWTt/y5cthbGyMxo0bY//+/VqXi4uLQ5MmTRAWFoaFCxfC1tYWv/32G1q0aIGjR4/mWAv+gIAAlChRQvr79u3b8PX1RaNGjdQabXwKLy8vLFmyBC9fvoSdnZ003d/fH8bGxrh06ZLUij31PLlcjoYNG6JWrVpwdnZG//798c8//6hse9iwYYiMjMS6devS7XO9Q4cOGD16NIQQCAoKwsyZM9GtWzcIIdCtWzdpudatWyMgIAD29vbZ9A4QEdHnJsNJZCr4Lly4gK5du8C7TmXM/6Ej9HT/+/hNjPTRrXVtdGjmhtFzt6Nr1y44ffoM3N3dc6Vszs7OqFmzZq7sKy3Lli3Do0ePcOnSJbi5uQFIaXH74sULTJ48GX379oWFhUW27zc3E6fbt2/H1KlT0a9fP6xcuRIymUya17JlS4wdOxYBAQGQy+VYt24dqlWrhqFDh0otGh4/fowxY8agY8eO6NKlS7r7MzQ0RJ06dVT2UaVKFaxbtw6LFi2CgYEBAEBfX19ludzy4cMHGBgYqLwPRERE9PlhrJwxt2/flhKbabXiXb16NQIDA3H27FmpVa6XlxeqVauGsWPH4vz58zlSvtyKJ5VJZH9/f5WY2N/fH/3798fSpUtx+vRptGzZUmVejRo1pPuJpUuXonPnzlixYgUGDhwIIKUl8+bNm7F06VKUK1cu3XIULVpUqnPdunXh4eEBBwcHrFixQiWJbGNjAxsbm+yoeqbExMTAyMgo1/dLRETZL2tDSVOBNHPGDDgUK6IWFKemp6uD+T90hEOxIpg5Y0Yul1C7LVu2QCaTYcmSJSrTfXx8oFAocOTIEQD/dYkwZ84czJgxA6VKlYKBgQFq1qyZoUfnzpw5g6JFi0oJZKU2bdogOjoahw4d0rpuREQEdHR0MHfuXGlaaGgo5HI5zM3NkZiYKE0fMWIEbGxspBZLH3dnIZPJEB0djXXr1kmPp338qGBkZCQGDx4Ma2trFClSBO3bt0+zawmlqVOnwtLSEosWLdKYODU1NUWzZs0ApLQinjdvHrZs2YKdO3dCCIF+/frB2NgYy5YtS3dfmujo6KB69eqIj49HWFiYNP3j7iz27NkDmUym8XNbtmwZZDIZbty4IU27dOkS2rVrBysrKxgYGKBGjRrYtm2bynrKx/gOHz6Mvn37wsbGBkZGRoiLi8ObN28wYMAAlCxZEvr6+rCxsYGHhweOHj2apXoSERFRwcJYOWPdTKTXMlZp9+7dqFixokq3Djo6OujRowcuXLiA58+fa133t99+g1wux+vXr6Vp8+fPh0wmw9ChQ6VpycnJsLS0xOjRo6VpqbuzWLt2LTp27AggJemrjKs/7j7t4sWLaNCgAYyMjFCmTBnMnj07zW4kgP+6bUvdpcjbt29x8+ZNtG7dGm5ubiqDbj59+hSPHj2Cl5eXNK1Tp07o0qULxowZg+DgYLx9+xaDBg2Ct7c3Bg8enOb+tSldujRsbGzw6tUrlekfd2cxcuRIGBsbIyIiQm0bnTt3RtGiRZGQkCBN27p1K+rWrQtjY2OYmJigefPmuHr1qsp6vXv3homJCW7evIlmzZpJfYkDwNWrV9GmTRvY2tpCX18fxYoVQ+vWrfHs2bMs1ZOIiHJfppLIbKlXcD158gT7//oLPdvW0RoUK+np6uCbtnWwb/9+PHnyJFfKl5SUhMTERJVXUlKSNL9Lly4YNGgQRo8eLfUFfPz4cUyfPh3jx4+Ht7e3yvaWLFmCQ4cOYcGCBdiwYQPkcjlatmyJgICANMsRHx8PfX19tenKaamTlh8zMzODu7u7StLx2LFj0NfXR2RkJC5cuCBNP3r0KBo3bqz1OxUQEABDQ0O0atUKAQEBCAgIwNKlS1WW6d+/P3R1dbFp0ybMmTMH/v7+6NGjR5r1e/HiBQIDA9GsWbMMtwgYOHAgWrRogcGDB2P69Ok4duwYVq5ciSJFimRofU2CgoJgYWGRZmsIZZC5Zs0atXlr166Fq6srXFxcAAB+fn7w8PBAWFgYli9fjr1796J69ero3Lmzxj6W+/btC11dXaxfvx47duyArq4uvvnmG+zZsweTJ0/G4cOHsWrVKjRt2hRv377Ncj2JiOjzwli54GKsnLFYOTMCAwOlWC015bRbt25pXbdp06YQQqgkto8ePQpDQ0MpIQ6kNCIICwtD06ZNNW6ndevWmDlzJoCUxLQyrm7durW0zMuXL9G9e3f06NED+/btQ8uWLTFu3Dhs2LAhzfpZWVnBxcVFJVF84sQJKBQK1KtXD56enioJZuVyqZPIynKZmpqib9++GDJkCOLj4/HHH3+kue+0hIeH4927d6hQoUKay/Xt2xcxMTFqjS7CwsKwd+9e9OjRA7q6ugBSutnr2rUrqlSpgm3btmH9+vWIjIxEgwYNcPv2bZX14+Pj0a5dOzRu3Bh79+6Fr68voqOj4e3tjVevXuG3337DkSNHsGDBApQqVQqRkZFZrisREeWuTHVn8euvv2pM6Ggjk8nw8OHDTBeKMu7Fixd48eKFyjRLS0s4OjoiNjZWuqjv27cPycnJaOdVPUPb/cKrOiYt3oM//vgD7dq1A5DSQrV8+fJISkrC9evXVZa3t7f/pP61ND12plAoVFrvLliwAOfPn0enTp1w4MABdOvWDQ0aNFAZOEMpKSkJR44ckbpKaN68ORwcHDB58mSVwPNjVapUwdGjR/HkyROV0bdPnz4NAOkmFJs2bYr58+cjLi4O+vr6OHr0KBo1aoSQkBAcPXoU9erVQ0hICO7cuYPvv/8+zfdDLpfDxsZG6yN5LVq0wKJFi6S/3717h7Fjx6r1y5aa8kbH0dExzXp8bPXq1XB2dsbkyZPRr18/tGnTJlPrKz/H0NBQLFu2DJcuXcLy5cuhUCi0rqNsqbJs2TKEh4fD3NwcAHDnzh1cuHABixcvlpYdMmQInJyccPz4cejopJzWmjdvjtDQUIwfPx49e/ZUaTXTpEkTrFixQmV/Z86cQf/+/fHtt99K07744otM1ZOIiD5vjJXzp4zEy9kRKwPa4+XCEitnxtu3b1XG1FBSTksrrq5YsSJKlCiBo0ePomvXroiPj8epU6cwYsQI/Pzzz1KsfvToUejq6qJhw4Yat2NjY4Py5csDSInzNb2Pb9++xd9//41atWoBSInn/f39sWnTJvTs2TPNOnp5eWHBggV48eIF7O3t4e/vj5o1a8LY2Bienp6YN28eIiIiYGZmBn9/fygUCjRo0EDt/Vi9ejVatWoFIGXwvdR9OqdHCIHExEQIIRAcHIwxY8bAyMgIPj4+aa7n4uICV1dXrFmzBv3795emb968GXFxcejTpw+AlBbUPj4+GDZsmMq9h7e3N8qXLw9fX19s3bpVmp6QkIDJkydL6wPA5cuX8fbtW6xevVolvu7UqVOG60lERHkvU0nksLAwlcfPKe+tWLECvr6+KtO6d++ODRs24NmzZyrdMujpKmBipN7KVhMTI33o6ijg6+srbb9Zs2b4559/EB0drdbdg4+Pj8YANaP+/PNPtdGNP27No6+vj23btsHNzQ2urq4wMzPD5s2bNSYi27dvLwXFQEpA37ZtW2zevBlJSUlak5cDBgzAsmXL0L17dyxfvhx2dnbYsmWLFBil9/hekyZNMH36dJw9exZeXl44evQohg8fjufPn+PIkSOYPHmy1FJZW4uJjEp9wwL816rj8ePHWpPIWVWsWDEMHDgQs2fPxtSpUzO17q1bt6RWDErjxo2T+n1LS9++ffHLL79g69atGDBgAICUgWX09fWlPt4ePHiAu3fvYt68eQCgcjPVqlUr/PXXX7h3757K8fX111+r7atWrVpYu3YtihQpgqZNm8LNzU2t3ERERGlhrJw/ZTRezmysrK+noxIrA9rj5cISK2dWWq3z02u536RJEyluPnv2LGJiYjBq1CisXr0aR44cQb9+/XD06FGpi4WssrOzkxLISi4uLrh27Vq66yqTyP7+/ujatSv8/f2lVs7169cHAJw8eRJt2rSREsypB9pTatmyJerUqYO3b9+m+2Thx5YuXaryxKKuri52796tdr+mSZ8+fTB8+HDcu3cPFStWBJASa7u7u0v9Xf/zzz9ITExEz549VeJsAwMDeHp6qrTEVvo41i5XrhwsLS3x448/4sWLF2jYsGGeDApJRESfJlPdWUyZMgXJycmZeuU3Fy9eRKtWrWBpaQljY2PUqlULmzZtyvD6/v7+Ul9aml7nzp3LwdKrGzhwIC5fvqzymjZtGgCgRIkS0jQfHx/EJyQhKiYuQ9uNiolDQmISfHx8pG0o+1gzNjZW22dGEoJpqVy5MmrWrKny0hT4lCtXDg0aNEBsbCy6d++utUWHpiSqnZ0d4uPjERUVlWY5du/ejcePH8PZ2RnW1tb4+eefMX/+fABA8eLF06xHvXr1YGRkhKNHj+LBgwcIDg6Gt7c3mjZtivPnzyMqKgpHjx5FmTJlMt0a+GMfdyeh7HLjw4cPWtdRtq4OCgrK9P6U29fT08vUemXLlsXFixdx4cIFbN++HdWqVcOsWbOwZcuWdNd1cnKCu7u71KorKSkJGzZswBdffCG1YlH29zZmzBjo6uqqvIYMGQIgpQV0apqOm61bt6JXr15YtWoV6tatCysrK/Ts2RMvX77MVH2JiOjzxVg5/8XKQMbi5azEynHxiSqxclrxcmGJlTOjSJEiGlsbv3v3DgA0tlJOrWnTpnjy5Anu37+Po0ePokaNGrC1tUXjxo1x9OhRfPjwAWfPnv3khhmaumjT19dPM6ZW8vT0hFwuh5+fH96+fYvAwEB4enoCSEnM16hRA/7+/njy5AmCgoLUurL4eJ+ZjbOBlNa8Fy9exNmzZ7FixQqYmpqiS5cuuH//frrrdu/eHfr6+lL3b7dv38bFixdVWhErY213d3e1WHvr1q1qcbaRkRHMzMxUppmbm+PEiROoXr06xo8fDycnJxQrVgw+Pj4q/S4TEVH+lqmWyAWdv78/mjdvDj09PXTp0gXm5ubYtWsXunfvjuDgYIwfPz7D2/L09FQb6AxAph49yg5pPRpnYGAAV1dXAIC1tTWmTZuGfX7X0K117XS3u9fvGuRyOfr27avSrQOQ8uiccru5bdWqVThw4ABq1aqFJUuWoHPnzqhdW70+mhJ/L1++hJ6eHkxMTNLcR8uWLfH48WM8ePAAiYmJqFChgtRXmLZH5ZT09PRQv359HD16FCVKlICdnR2qVq2KMmXKAEg5Bo8dO5bp7iCyi729PapWrYrDhw/n2kjJysFagJTg08vLC05OThg5ciTatGmT7ufRp08fDBkyBHfu3MGjR4/w4sULlcDW2toaQErr5vbt22vchrJlhZKmli/W1tZYsGABFixYgCdPnmDfvn346aef8Pr16zQHVCQiIiosCmOsDGQsXs7OWBnIu3g5N2LljKpatSpu3rypNl05TdnSVRvlgGxHjx7FkSNHpH6dmzRpgokTJ+LkyZOIi4v75CTypzA3N5cSxf7+/pDL5fDw8JDmK1vqVq1aFYB6f8jZwcbGRoq169ati8qVK8PT0xPff/89/vrrrzTXtbS0xBdffIE///wT06dPx5o1a2BgYICuXbtKyyhj7R07dqB06dLplkdbC/OqVatiy5YtEELgxo0bWLt2LaZOnQpDQ0P89NNPGa0uERHloUy1RC7IEhMT0b9/f8hkMpw8eRIrV67EvHnzcP36dTg5OcHHxydDv9YqNWrUCFOmTFF75UVgnBGlSpVC2zZt8Of+c4hPSExz2fiERKzffw7t2rbVGBTnlZs3b2LEiBHo2bMnTp06BRcXF3Tu3Bnv379XW3bXrl2IjY2V/o6MjMT+/fvRoEGDDD2eJ5PJUL58eVSuXBlJSUlYuHAhqlevnm4SGUhpNXH58mXs3LlTCmqNjY1Rp04dLF68GCEhIRkKdjPaAiKzJk2ahPfv32PEiBEQQqjNj4qKwuHDh7N9v0pFihTB7Nmz8erVK5V+jbXp2rUrDAwMsHbtWqxduxbFixdHs2bNpPkVK1ZE+fLlcf36dbUWOsqXpscG01KqVCkMGzYM3t7euHLlSqbrSEREVNAwVmasnJlYOSO++uor3L17F+fPn5emJSYmYsOGDahduzaKFSuW5vr29vaoUqUKdu7cicuXL0tJZG9vb7x58wa//PKLNLB1WjLytN6n8PLywv3797Fp0ya4ubmpxJ2enp64du0a9uzZA11dXZUEc05p0KABevbsiQMHDmRooMQ+ffogJCQEf//9NzZs2ICvvvoKFhYW0vzmzZtDR0cHDx8+1BprZ4ZMJkO1atXw66+/wsLCgrE2EVEB8tkkkY8fP46HDx+iW7duqFGjhjTd1NQUkyZNQmJiYqYGQimIJkyciOCQtxg9d7vW4Dg+IRGj5mxDcMhbjJ8wIdfKFhgYiHPnzqm93rx5AwCIjo5Gp06d4OjoiKVLl0JPTw/btm1DWFiYSqtUJYVCAW9vb+zevRs7d+5EkyZNEBERodYfnibDhw/Hzp074e/vjz/++AO1atXCgwcP0h2hWalJkyZISkrCsWPHVEbCbtq0KQ4fPgyZTIbGjRunu52qVavC398f+/fvx6VLl3Dv3r0M7T89HTt2xKRJk7B69Wo0aNAAa9aswcmTJ3Ho0CH4+vqiQoUKOHjwYLbsS5uePXuiatWq0mAjabGwsMBXX32FtWvXYt++fejVq5da39QrVqzAsWPH0Lx5c2zevBknT57Enj17MGvWLHTs2DHd8oSHh8PV1RXz5s3DX3/9hRMnTmDevHk4dOiQ2mjmREREhRFjZcbKGY2VL126hB07dmDHjh2IiIjAmzdvpL8fP34sLde3b184OTmhY8eO2LRpE44ePYpOnTrh3r17+PnnnzNU7yZNmuDYsWPQ09OTErCOjo5wdHTE4cOH0ahRI2lQZW2ULZ5///13nD59GpcuXUp3sOzMULYu3r17t9SVhZJyEL29e/eiVq1an9R3c2ZMmzYNBgYGmDRpUrrLNmvWDCVKlMCQIUPw8uVLtePFwcEBU6dOxYQJEzBo0CDs2bMHJ06cwLZt2zBmzJh0B/ADgL/++gutWrXC77//LrUsHzx4MMLCwhhrExEVIJ9Ndxb+/v4AoNKCUUk57cSJExne3v3797Fo0SLExMSgdOnS8Pb2lh71ya/c3d2xefMWdO3aBe2G/4Zv2tbBF17VYWKkj6iYOOz1u4b1+88hOOQttmzZmu6v+tlJU3ALACtXrkT//v0xaNAgPHnyBBcvXpSCrzJlymDVqlXo2LEjFixYgJEjR0rrDRs2DLGxsRgxYgRev34NJycnHDhwIEO//j99+hTDhw9HaGgoihQpghYtWmDv3r0ZenwLAGrUqAFra2uEhoaqtDhu2rQpfHx8UKNGDY19r31s4cKFGDp0KLp06YKYmBh4enpKx/Gnmjp1Kpo2bYrFixdjwoQJCA0NhaGhIZycnDBq1KhP7rcvPXK5HLNnz0br1q2xYMECTJ48Oc3l+/Tpg82bNwMAevfurTbfy8sLFy5cwIwZMzBy5Ei8f/8eRYoUQZUqVTI06rOBgQFq166N9evXIzg4GAkJCShVqhR+/PFHjB07Nkt1JCIiKkgYKzNWzmisvGTJEqxbt05lmvJH+zVr1kixmr6+Po4dO4axY8di+PDhiImJQfXq1XHw4EG1ZKs2yni1fv36KgMBNm3aFCtXrszQ032Ojo5YsGABFi5ciEaNGiEpKUmlnJ+qQYMG0NHRQWJiolq9LCwspEH6NHXvklNKliyJ4cOHY+7cuTh58mSaT1PK5XL07NkTM2fORMmSJaVuRFIbN24cqlSpgoULF2Lz5s2Ii4uDnZ0d3N3dMWjQoHTLU758eVhYWGDOnDkICQmBnp4eKlasiLVr16JXr16fVFciIso9MqHpefZCqGPHjtixYwcuXbqkcRAKGxsbyGQyvH79Os3t+Pv7a+zLytDQEL6+vvjhhx/SXD8uLg5xcf8N2BEREYGSJUsiPDxcbQCCnHLx4kXMmD4d+//6C8nJyTDQ10VsXALkcjnatW2L8RMm5GpQnJ2Cg4Ph6OiIuXPnYsyYMXldHCIiIspjERERMDc3z9VYqyDKL7EykPfxMmNlIiIi+lxkJlb+bFoih4eHA0gZ/EATMzMzPHv2LN3t2NjYYO7cuWjTpg1KlSqFsLAw+Pn5SS0WzczM0mzFOWvWrAw9JpaT3N3dsWfvXjx58gTHjx9HREQEzMzM0Lhx43zVrxsRERER5Y78EisDeR8vM1YmIiIiUvfZtERu1qwZjhw5gvv376NcuXJq88uWLYtnz56ptHrIjMDAQLi5ucHS0hIhISFqfbYq5XXLisKOrSuIiIgoNbZEzpj8EisDjJdzEmNlIiIiSo0tkTVQtqpQtrL4mPJNyypnZ2fUrl0bp06dwoMHD1ChQgWNy+nr60sjBFP2c3BwwGfyuwgRERFRtskvsTLAeDknMVYmIiKirNLeBKCQKV++PICUQT4+9v79e4SGhkrLZJVysJCYmJhP2g4RERERUW5irExEREREaflsksjKkXIPHz6sNk85LaOjBGuSmJiIK1euQCaTsa80IiIiIipQGCsTERERUVo+myRykyZNUKZMGWzatAnXrl2TpkdGRmLatGnQ0dFB7969pemhoaG4e/cuQkNDVbYTEBCg9ghYYmIifvjhBzx+/BjNmzeHlZVVTlaFiIiIiChbMVYmIiIiorR8Nn0i6+joYNWqVWjevDkaNGiArl27wszMDLt27UJQUBCmT5+u0jfbkiVL4OvrCx8fH0yZMkWa3rVrV8hkMtSrVw/FixdHWFgYTp48iXv37qFUqVJYvnx5HtSOiIiIiCjrGCsTERERUVo+myQyAHh5eeH06dPw8fHBtm3bEB8fDycnJ0ybNg3du3fP0DYGDx6MQ4cOwd/fH6GhodDR0UG5cuUwYcIEjB49GpaWljlcCyIiIiKi7MdYmYiIiIi0kQkOz5unlCNdh4eHw8zMLK+LQ0RERFSoMNYq+PgZEhEREeWMzMRZn02fyERERERERERERESUeUwiExEREREREREREZFWTCJTntmxYwdkMhm2bt2qNq9atWqQyWT4559/1OaVLVsWrq6uOHfuHHR0dDB69GiN2585cyZkMhkOHTqUblkOHTqE1q1bw8bGBvr6+ihZsiR69eqF27dvZ6pOvXv3hoODQ6bWISIiIiJKy40bN9CnTx84OjrCwMAAJiYmcHV1xZw5c/Du3Tts374dMpkMixcv1rj+gAEDoK+vjxs3bqS5HyEENm3ahMaNG8PS0hL6+vooU6YMhg4diqdPn2aqzI0aNUKjRo0ytQ4RERHlX0wiU55p1KgRZDIZ/Pz8VKa/e/cON2/ehLGxsdq8Z8+e4dGjR/Dy8kKdOnXw448/YsGCBTh9+rTKcoGBgfD19cXAgQPRokWLNMsxduxYtGzZEsnJyVi6dCmOHDkCHx8fXLx4Ea6urti1a1eG6zRp0iTs3r07w8sTEREREaVl5cqVcHNzw8WLF/HDDz/g0KFD2L17Nzp27Ijly5ejX79+6NixI7p164affvoJDx48UFn/8OHDWLlyJXx9feHi4qJ1P8nJyejatSu6d+8OOzs7rF27Fv/88w9GjhyJffv2wcXFBWfOnMlwuZcuXYqlS5dmud5ERESUv3BgvTz2uQ8U4uLigvj4eNy9e1eatnv3bnTu3BmDBw/GuXPncP78eWne+vXr0bNnT+zfvx9t2rRBfHw8atWqhaioKNy4cQNGRkZITExEnTp18P79e1y/fh0mJiZa979582Z069YNgwcPVgtyo6Oj4enpiTt37uDmzZsoU6aM1u3ExMTAyMjoE94JIiIiygmfe6xVGHzOn2FAQAAaNGgAb29v7NmzB/r6+irz4+PjcejQIbRr1w7v37+Hs7MzHB0dcfLkScjlckRERMDZ2RklSpTAqVOnoFAotO5r1qxZGD9+PGbPno0ff/xRZd6rV69Qu3ZtxMbG4u7du7CwsNC6HcbFREREBQcH1vuc1K2bva+FC9Pf58KF6utlkZeXF+7du4cXL15I0/z9/eHu7o5WrVrh8uXLiIyMVJmnUCjQoEEDAICenh7+/PNPPH36VAp2Z82ahatXr2Lt2rVpJpABYMaMGbC0tMS8efPU5hkbG2Px4sWIiYnBr7/+Kk3v3bs3TExMcPPmTTRr1gympqZo0qSJNO/j7izCwsLQr18/WFlZwcTEBK1bt8ajR48gk8kwZcqUTL1fRERERJQ5+SFczipl92y///67WgIZSImF27VrBwCwtLTE6tWrcebMGSl2/f777/H27VusW7cuzQRyfHw85s6di8qVK2Ps2LFq84sWLYpZs2bh1atXWL16tTS9UaNGcHZ2xsmTJ1GvXj0YGRmhb9++0ryPu7N49uwZOnToAFNTU1hYWKB79+64ePEiZDIZ1q5dm9m3h4iIiHKRTl4XgD7RuXPZu72MRLmPH2fbfr28vLBo0SL4+/uja9euAAA/Pz+0adMGHh4ekMlkOHXqFFq1aiXNc3V1hbm5ubQNFxcX+Pr6Yvz48ShXrhymTZuGUaNGSYlmbV68eIFbt26hc+fOWltL1K1bF7a2tjhy5IjK9Pj4eLRr1w4DBw7ETz/9hMTERI3rJycno23btrh06RKmTJkCV1dXBAQEpNvFBhERERFlj4IaLiclJeH48eNwc3NDyZIlM7ROixYtMHDgQEycOBFyuRx//PEHlixZgvLly6e53uXLl/H+/XsMGDAAMplM4zJt27aFXC7HkSNHVMYkefHiBXr06IGxY8di5syZkMs1t1OKjo6Gl5cX3r17h59//hnlypXDoUOH0Llz5wzVjYiIiPIWk8iUpzw9PSGXy6Uk8tu3bxEYGIi5c+dKA4b4+fmhVatWePr0KYKCgtCxY0e17fzwww/Yt28fRo4cCScnJ0yfPj3dfT958gQA4OjomOZyjo6OaoOQJCQkYPLkyejTp0+a6x46dAinT5/GsmXLMGjQIACAt7c39PT0MG7cuHTLSERERESfp9DQUMTExKQbq35s3rx5OHLkCEaNGoWmTZtiyJAh6a6TkbjYxMQENjY20rJKyoH9GjdunOY+1q1bhwcPHuDgwYNSg4pmzZohJiYGK1asSLeMRERElLfYnQXlKUtLS1SrVg3+/v4AgBMnTkChUMDDwwNASpJZObie8l8vLy+17SgUCvj4+AAAxo8fr/Fxv6wSQmhskfH111+nu+6JEycAAJ06dVKZrmx1TURERESUnUxMTKQuKXx9fbW2LM4KTXGxpaVluglkICUuNjU1VXsij3ExERFRwcAkMuU5Ly8v/PvvvwgJCYGfnx/c3Nykvow9PT1x9epVhIeHw8/PDzo6Oqhfv77G7SgTx3p6ehnab6lSpQAAQUFBaS73+PFjtUcIjYyMMjSwy9u3b6GjowMrKyuV6UWLFs1QGYmIiIjo82RtbQ0jI6N0Y1VNciIujo6ORmhoqFpcbG9vn6F9vH37VmMMzLiYiIioYGB3FgVdnTrZu73SpTO2TDbu18vLC7/88gv8/f3h7+8v9X8MQEoYnzx5UhpwL73B8jLK3t4eTk5OOHz4sNZRpAMCAvDq1Su1LjQy2qKjSJEiSExMxLt371QSyS9fvvy0whMRERFRhhTUcFmhUKBJkyY4ePAgnj17hhIlSnzaBtPg5uYGS0tL7Nu3D7NmzdIY6+7btw/Jycnw9vZWmZ6ZuPjChQtq0xkXExERFQxMIhd0AQG5v8/vvkt5ZZOGDRtCoVBgx44duHXrFubMmSPNMzc3R/Xq1bFu3ToEBwejW7du2bZfAJgwYQK6deuGMWPGYOnSpSrzoqOjMWLECBgZGeH777/P0vY9PT0xZ84cbN26FYMHD5amb9my5ZPKTUREREQZU5DD5XHjxuHvv//Gt99+i71796q1LE5ISMChQ4fQtm3bT9qPnp4efvjhB4wfPx5z586VusNQev36NcaNG4eiRYuif//+WdqHp6cntm3bhoMHD6Jly5bSdMbFREREBQOTyJTnzMzM4Orqij179kAul0v9ISt5enpiwYIFADT3h/wpunbtiitXrmDevHkIDg5G3759UbRoUdy7dw+//vorHj58iE2bNqFMmTJZ2n6LFi3g4eGB0aNHIyIiAm5ubggICMCff/4JAFpHryYiIiIiqlu3LpYtW4YhQ4bAzc0NgwcPhpOTExISEnD16lX8/vvvcHZ2/uQkMgD8+OOPuH79uvRv586dYW5ujhs3bmDu3LmIjIzEX3/9BXNz8yxtv1evXvj111/Ro0cPTJ8+HeXKlcPBgwfxzz//AGBcTERElN/xSk35gpeXF4QQqFGjhlpfw56enhBCQE9PD/Xq1cv2fc+dOxd///03ZDIZBg0ahCZNmmDKlClwc3PDlStX0L59+yxvWy6XY//+/ejSpQtmz56NL774AqdOncKGDRsAABYWFtlUCyIiIiIqjL799ltcunQJbm5u+Pnnn9GsWTN8+eWX2Lx5M7p164bff/89W/Yjl8uxefNmbNy4ESEhIejVqxeaNWuGX3/9FW3atMH169fVGntkhrGxMY4fP45GjRph7Nix+Prrr/HkyRPpaUDGxURERPmbTAgh8roQn7OIiAiYm5sjPDw8QwO1UeGwadMmdO/eHWfOnMmRxDgRERGlYKxV8PEzLNxmzpyJiRMn4smTJzna7zMRERGpy0ycxe4siHLY5s2b8fz5c1StWhVyuRznzp3D3Llz0bBhQyaQiYiIiOizsWTJEgBApUqVkJCQgOPHj2PRokXo0aMHE8hERET5HJPIRDnM1NQUW7ZswfTp0xEdHQ17e3v07t0b06dPz+uiERERERHlGiMjI/z6668IDg5GXFwcSpUqhR9//BETJ07M66IRERFROtidRR7j43lEREREOYexVsHHz5CIiIgoZ2QmzuLAekRERERERERERESkFZPIRERERERERERERKQVk8hEREREREREREREpBWTyERERERERERERESkFZPIRERERERERERERKQVk8hEREREREREREREpBWTyERERERERERERESkFZPIRERERERERERERKQVk8hEREREREREREREpBWTyERERERERERERESkFZPIRERERERERERERKQVk8hEREREREREREREpBWTyERERERERERERESklU5eF+BzJ4QAAERERORxSYiIiIgKH2WMpYy5qOBhvExERESUMzITKzOJnMciIyMBACVLlszjkhAREREVXpGRkTA3N8/rYlAWMF4mIiIiylkZiZVlgs0y8lRycjJCQkJgamoKmUyW4/uLiIhAyZIl8fTpU5iZmeX4/nJKYahHYagDwHrkN6xH/lEY6gCwHvkN65F5QghERkaiWLFikMvZk1tBlJvxMr9j+UthqEdhqAPAeuQ3rEf+UhjqURjqALAeWZGZWJktkfOYXC5HiRIlcn2/ZmZmBfoLpVQY6lEY6gCwHvkN65F/FIY6AKxHfsN6ZA5bIBdseREv8zuWvxSGehSGOgCsR37DeuQvhaEehaEOAOuRWRmNldkcg4iIiIiIiIiIiIi0YhKZiIiIiIiIiIiIiLRiEvkzo6+vDx8fH+jr6+d1UT5JYahHYagDwHrkN6xH/lEY6gCwHvkN60GUswrLscl65B+FoQ4A65HfsB75S2GoR2GoA8B65DQOrEdEREREREREREREWrElMhERERERERERERFpxSQyEREREREREREREWnFJDIRERERERERERERacUkMhERERERERERERFpxSQyEREREREREREREWnFJDIRERERERERERERacUkMhERERERERERERFpxSQyEREREREREREREWnFJDIRERERERERERERacUkMhERERERERERERFpxSQyEREREREREREREWnFJDIRERERERERERERacUkMhERERERERERERFpxSQyEREREREREREREWnFJDIRERERERERERERacUkMhERERERERERERFpxSQyEREREREREREREWnFJDIRERERERERERERacUkMhERERERERERERFpxSQyEREREREREREREWnFJDIRERERERERERERacUkMhERERERERERERFpxSQyEREREREREREREWnFJDIRERERERERERERacUkMhERERERERERERFpxSQyEREREREREREREWnFJDIRERERERERERERacUkMhERERERERERERFpxSQyEREREREREREREWnFJDIRERERERERERERacUkMhERERERERERERFpxSQyEREREREREREREWnFJDIRERERERERERERacUkMhERERERERERERFpxSQyEREREREREREREWnFJDIRERERERERERERacUkMhERERERERERERFpxSQyEREREREREREREWnFJDIRERERERERERERacUkMhERERERERERERFpxSQyEREREREREREREWnFJDIRERERERERERERacUkMhERERERERERERFpxSQyEREREREREREREWnFJDIRERERERERERERacUkMhERERERERERERFpxSQyEREREREREREREWnFJDIRERERERERERERacUkMhERERERERERERFpxSQyEREREREREREREWnFJDIRERERERERERERacUkMhERERERERERERFpxSQyEREREREREREREWnFJDIRERERERERERERacUkMhERERERERERERFpxSQyEREREREREREREWnFJDIRERERERERERERacUkMhERERERERERERFpxSQyEREREREREREREWnFJDIRERERERERERERacUkMhERERERERERERFpxSQyEREREREREREREWnFJHIB5evrC4VCgdu3b0vTZDIZHBwcMrWdL774AnZ2doiKisrmEhIRERER5Q1NsXJmXb16FTKZDHPnzs3GkhEREREVTDIhhMjrQlDmvHr1CuXKlUPr1q2xZcsWabpMJkPp0qURHByc4W1duXIFbm5umDRpEqZOnZoDpSUiIiIiyj3aYuWs+OKLL3Dy5Ek8fPgQVlZW2VRCIiIiooKHLZELoJkzZyIqKgrjxo375G25urqiefPmmD9/Pt6+fZsNpSMiIiIiyjvZGSuPGzcOYWFh+Pnnn7OhZEREREQFF5PIBUxMTAzWrVsHFxcXVKtWLVu22aNHD2m7RFQwBQcHZ6lLGyp8HBwcIJPJMvVUCmW/3r17QyaTYe3atXldFKLPSnbHynXq1EG5cuXwxx9/ID4+PhtKSNo0atQIMpkM/v7+mVpvypQpkMlkmDJlSo6UiwqOtWvXQiaToXfv3nldFMpDvC/KP3hfUvgwiVzAbN++HeHh4ejevbvWZeLj4+Hj44OyZcvCwMAAZcqUweTJkxEbG6tx+S+//BKGhoZYuXJlThU71/z777+QyWSQy+VaW1avW7cOMpkMMpkM27dv17hMSEiItExhOeFFR0fD0dERMpkMv/zyS5rLXrx4ETo6OtDT08ONGzdyqYR5S5nwkclkGDlypNblpk+fnq3BaVhYGKZMmYIFCxZky/byWnBwMKZMmZLlxJky+E/90tfXh62tLapWrYpevXphw4YNWs9nRJrEx8dj2bJlaNq0Kezs7KCnp4eiRYuicePG+O233xAXF5fXRSSibJJerPzmzRuMGTMGFStWhIGBASwtLdGyZUucPHlS6za7du2K0NBQ7N69O6eKna+dOXMGAwYMQKVKlWBubg59fX0UL14cbdq0wapVqxAdHZ3XRcyw69evQ1dXFzo6Orh48WKay86fPx8ymQxlypRBTExMLpUwbykTPjKZDHv27NG6XNOmTbP1h9Jr165hypQpae6zIPH398eUKVMy/YOIUur7EuXLyMgI9vb2qFOnDoYNG4Zjx46BPZNSZrx+/RqTJ09GzZo1YWVlBQMDA5QsWRIdO3bE3r1787p4VEAwiVzA/PXXXwBSfqnXRAiBDh06YO7cuahSpQpat26Nd+/eYdq0aWjTpg2SkpLU1jExMUHNmjVx9+5dPHr0KCeLn+MqVKiAokWLQgiBM2fOaFzm9OnT0v9PnTqlcRnl9BIlShSaXzCNjY3x+++/AwAmTZqk9bNOSEhA//79kZSUhLFjx8LFxSU3i5kvrFixAiEhIbmyr7CwMPj6+n5yEllXVxcVK1ZE2bJls6dgWRQcHAxfX99PvqnQ19eHh4cHPDw8ULNmTdja2iI4OBh//vknvvnmG5QqVQo7d+7MnkJToXbr1i1UqVIFQ4YMwbFjx2BoaIjq1atDV1cXfn5+GDZsGKpUqYJbt27ldVGJKBukFSvfvXsXNWrUwPz585GUlIRWrVrBxcUFx48fh5eXFzZt2qRxm8ptHThwIKeKnS/FxMSgc+fOqF+/PlauXInHjx+jZMmScHFxgRACBw4cwLfffovy5cvj5s2beV3cDKlWrRrGjh2LpKQk9OvXDwkJCRqXCwoKwuTJkwGkxIVGRka5Wcx8YcqUKbmWpLx27Rp8fX0/OYlsbm6OihUrwt7ePnsKlkX+/v7w9fXNchJZydbWVoqHXVxcYG5ujitXruC3335D06ZNUaNGjQLz3aO8tW3bNpQrVw7Tpk3DtWvXYGdnB2dnZ0RHR2PHjh348ssv0axZM4SHh+d1USmfYxK5gDl9+jR0dXW1Pp735MkTXL16FYGBgdi/fz927tyJ+/fvw9nZGceOHcNvv/2mcb1atWoB0J5ULUgaNGgAQHtdTp8+DQsLC1hYWKS5TOptFRbe3t7o1asXYmJiMGDAAI3LzJkzBzdu3EDFihUxadKkXC5h3lMoFIiNjcXMmTPzuiiZUrx4cdy9exfHjh3L66JkCzs7O5w+fRqnT5/GmTNnEBgYiLCwMJw9exbt2rXDmzdv0KFDB6xYsSKvi0r52MOHD9GgQQM8fPgQXl5eCAwMRFBQEC5cuIBnz57h/PnzcHV1xaNHj6TliKhg0xYrJyUloWPHjnj+/DkWLlyI+/fvY9euXThx4gTOnTsHS0tLDBgwAK9fv1bbpru7O+RyeaGIkzMqISEBzZo1w7Zt22BnZ4d169bh3bt3CAwMxMWLFxESEoJbt25h4MCBePPmTYE6f06ePBkVK1bEzZs3MXv2bI3LDBw4EDExMejduze8vb1zuYR5T6FQ4Pr16wXuB/uvvvoKd+/exaxZs/K6KNmiZcuWUjx87tw53L17F+Hh4di5cyeqVq2K69evo06dOrh69WpeF5XysR07dqBr166IjIzE0KFD8eLFC9y+fRuXLl3C69evsXXrVtja2uLIkSPw9vZm102UJiaRC5DXr1/j5cuXcHBwgL6+vtblJk+ejDJlykh/29jYYO7cuQCgNYlcqVIlACmPeBV0ysRv6hbHSqGhobh79y7q1auHunXr4saNG4iIiFBbTnmT0LBhw5wtbB745ZdfYGtri2PHjmH16tUq8+7du4dp06ZBJpNh1apVaR5nhVXnzp0hl8uxatUqPHv2LK+LQ6koFArUrVsXe/fuxfjx4wEAw4cPx/379/O4ZJRf9ejRA+/fv0eTJk1w6NAhODk5qcyvVasW/P394eLigvfv3+Obb77Jo5ISUXZIK1bev38/AgMD0bVrV4wYMQIymUyaV6NGDUyaNAnR0dHYsGGD2nZNTU1hb2+P4OBgjXFjYeTr64szZ86gaNGiCAgIQM+ePWFoaKiyTJUqVbB8+XL4+fnB1tY2j0qaefr6+li5ciVkMhmmT5+OO3fuqMxfu3Ytjhw5gqJFi2L+/Pl5VMq81bVrVwApxwG7TMhfDA0N0b59e5w/fx5NmjRBTEwMOnXqpPGJY6KXL1/i22+/RXJyMiZNmoQlS5bAxsZGmq+jo4NOnTrh+PHjMDExwcWLF9m/PKWJSeQCRNkywtLSMs3lunTpojatRYsWsLS0xL///os3b96ozbeysgIAjfMKGmUS+fLly2r9lykTy/Xr14eHhweSk5Nx9uxZlWUiIiKkx4KU20pKSsLevXvRt29fODk5wdzcHEZGRqhcuTLGjh2L0NBQjWVJPUDItWvX0KFDBxQtWhRyuVx63D91Z/MnTpxA06ZNYWFhASsrK3z11VcqCbJ9+/ahQYMGMDMzg6WlJbp27ZrpbhesrKywePFiAMCYMWPw4sULACldoXz77beIi4vD4MGDUb9+fWmdCxcuoEuXLihevLjUl2jHjh21/uodGBgIHx8f1K1bF/b29tDT04O9vT3at2+v9n4rpR4IIzo6GuPHj0eFChVgYGCgtfuWnFC5cmV06dIFcXFxmDFjRobXS28gD39/f8hkMpW69O7dG46OjgCAx48fq/V9ppR6wJg3b95g2LBhcHBwgK6urrS/9AaQSExMxPLly1G/fn1YWFjAwMAAlSpVwsSJEzXeEKeuT1xcHKZMmYJy5cpJfWeNGjVKrQ/ERo0awcvLCwBw4sQJlbpkd7cw06ZNQ40aNZCQkKD1Bu/Zs2cYMWIEKlSoAENDQ1hYWMDLyws7duzQuHzq7+uFCxfQunVrWFlZwdjYGPXq1Uv3EcvMfk9Sf84HDx5Ew4YNYWpqCnNzc7Rs2TLNViWPHz9Gjx49YGtrCyMjI7i4uOC3335L90ZPCIEtW7bA29sbRYoUgb6+PsqUKYMRI0bg5cuXasunPm6Tk5OxcOFCODs7w8DAAEWLFkW/fv3SvG68e/cOPj4+qFGjBszMzGBiYoLKlStj0KBBGuuX2eM0LUePHsW5c+egq6uL1atXQ09PT+NypqamWL58OQAgICBArTV/6uPi7t276NixI6ytrWFoaAg3Nzds27Ytw2Xq0qULZDJZmkmJHTt2QCaTwd3dPcPbJaIUacXKR44cAZAyFogmyrhHWz+5hSlWTk94eDgWLVoEAFiwYEG61/D69eujXr16atMPHDiAFi1awNraGvr6+nB0dMSQIUPw9OnTTJcpMTERc+bMQaVKlWBgYIDixYvj22+/xatXrzK9LSAlxh80aBDi4+PRr18/JCcnA0g5hkaPHg0AWLx4sfS5Z/b6CaQcc8OGDUO1atWk/kfLli2LwYMH48mTJxrXST0oa1BQEHr37o3ixYtDR0cnVxM7ffv2hYODAwIDAzN1nUtvUFlNgyA6ODigT58+AFTHrvk4bs7IfVV68fi7d+8wYcIEODs7w9jYGKampqhTpw5WrlwpHQPa6hMSEoK+ffvC3t4eBgYGcHJy0thASyaTwdfXF0BKEj51fbJzwD9DQ0Ns2LAB+vr6ePDggdaxfj4lPt20aRNq1aoFExMTWFlZ4csvv0RgYKDWMuV2nKm8dzYzM4O5uTm8vLykc31aYmJi8PPPP6NmzZowMzODkZERqlevjrlz52ocJyP1cRseHo6RI0eiVKlS0NfXl7qISExM1Lq/e/fuYcCAAShXrhwMDQ1RpEgRuLm5wcfHR7oXTy2zx2lalixZgrCwMFSuXFnqokcTJycnqZHO4sWL1bq1+JT7ltSSkpJQokQJyGQyXL58Wetyw4YNg0wmww8//JCh7VIuElRgnD59WgAQTZo00TgfgLC0tNS6fvXq1QUAce3aNbV5R44cEQBE27Zts628eSUpKUmYm5sLAOL48eMq80aPHi0AiJMnTwp/f38BQIwfP15lmYMHDwoAokiRIiI5OVkIIcTTp08FACGXy4W9vb1wdXUVlSpVEgYGBgKAcHBwEC9fvlQri6enpwAgfH19hb6+vjAxMRFubm6iTJkyYs2aNUIIIUqXLi0AiF9++UUoFApha2srXF1dhbGxsQAg7O3txYsXL8Qvv/wiAIgSJUqIatWqCX19fQFAVKxYUXz48CHT71O7du0EANG+fXshhBDLli2Tth8RESEt98svvwiZTCYACCsrK1GjRg1RpEgRAUDo6uqKnTt3qm27SZMmAoCwsLAQlStXFq6ursLa2loAEAqFQmzcuFFtnTVr1ggAolOnTsLV1VXIZDJRuXJlUaNGDdGsWbNM1y+zevXqJQCIadOmibt37wqFQiH09PREcHCwynLTpk0TAESvXr00lv/j6Up+fn4CgPD09JSmzZgxQ9SsWVMAEPr6+sLDw0PlpeTj4yMAiCFDhohSpUoJhUIhXFxchIuLi+jbt68QQoigoCABQJQuXVpt3+Hh4aJhw4bSMVy6dGnh7Ows9PT0BABRuXJl8erVK4316datm2jYsKGQyWTCyclJVKxYUcjlcgFAeHt7q6wzbNgw4ezsLAAIMzMzlbp06NAhnU9Adb+a6vGx1Mfsx/z9/aXzgKGhoahataooWbKkACAAiNGjR6uto/y+Tp06Vejp6QkTExNRs2ZNYW9vL603f/58jWXJyvdEuc1ly5YJmUwmnVuU330TExNx584dtfVu374tbdvAwEC4ubmJUqVKSceI8pwSFBSksl58fLzo2LGjtN9ixYqJatWqCSMjI+lcc+/ePZV1Uh+33bp1EwBE+fLlhZOTk9DR0REAhJOTk4iNjVUr57Vr10SxYsWk465KlSqievXqwszMTON3JSvHaVq+/fZbAUB88cUXGVq+WrVqAoAYMGCAynTlcTFv3jxhYmIiTE1NhZubm7CxsZHey/Xr16ttT3lOUZ7rhRDin3/+EQBE1apVtZajTZs2AoBYsmRJhspNRP9JK1Zu1aqV9J1N69W0aVON2/bw8BAAxOXLl3O6Gnlu48aNAoCwsbERCQkJWdrGTz/9JL2nJUqUEG5ubtL1xtLSUly8eFFtHeX51s/PT2V6YmKiaNu2rbS9ChUqiGrVqgmFQiFKlSolhg0bJgAIHx+fTJUxPDxclChRQgAQCxcuFEII0blzZwFAtGvXTlouK9dPIYRQKBRCJpMJW1tbUb16deHs7Cxd44sUKSJu3bqlto7y2vHTTz8JCwsLoa+vL913TJkyJVP1ywplDHHq1CmxcuVK6fqblJSkspwy1k99jUtd/o+nKylj2tSfVYcOHUT58uUFAGFra6sSPw4bNkxaLiP3VWnF44GBgaJ48eICgNDT0xNVqlQRZcuWleK3Dh06SPd+H9dnypQpws7OThgYGAhXV1cpvgEgpk+frrKOh4eHFHOWLFlSpT4zZsxI+wP4aL/a7itSUx6zPXr0UJv3KfHpzz//LAAIOzs7UbNmTWFqairF1adOnVJbL7fjzM2bN0v3JEWKFBE1a9YUVlZWQi6Xi9mzZ2u9n3j27JmoUqWKACB0dHREuXLlROXKlaX91a9fX8TExKisozxuR44cKS1bvXp14eDgINW3f//+Gj+fDRs2SLGsoaGh9H1W3st//F3JynGaFuV369dff0132Tdv3kjvw6ZNm1TmZfW+RdN9ybhx4wQAMXz4cI3liIuLk47TwMDADNeVcgeTyAXIzZs3BQDh7u6ucb4yKNNGeYOsKYm8Y8cOrRefgqhly5ZSMii1WrVqCT09PfHhwwcRExMjdHV1RcOGDVWWGT9+vFriISwsTKxdu1a8fftWZdn3799LgWvv3r3VyqEMdhQKhRgwYICIjo6W5ikvTsoTq66urpg/f74UpL1//17UqVNHABCtW7cWRkZGKsnXJ0+eiDJlyggAYunSpZl+j549eyYlcxYuXCj9f//+/dIyBw8eFDKZTFhbW6sFGatWrRI6OjrC1NRUhISEqMzbvn27uHHjhsq05ORksWfPHmFiYiLMzMxUEtVC/Bf0KRQKUaFCBXH79m1pXlaS5JmVOokshBDffPONACC+/fZbleWyM4ksRNrJXyVl4KJQKETdunXF06dPpXnK9yat7XTp0kW6qX748KE0/d27d6J9+/ZSQKKpPrq6uqJKlSoqQV9AQIB0vBw8eDBD9cyozCSRledEAOLFixfS9OfPnwsrKyshk8nEzJkzVQLPM2fOSIFZ6mNdiP++rzo6OqJLly4iKipKCJFy7C5atEia9/E5NKvfE2XZjYyMVALIiIgI6easc+fOKuskJycLV1dXAUA0b95c5Zy0efNmoaurKwV/HyeRlTf0NWrUEFevXpWmx8TEiCFDhggAombNmirrKD9PXV1dUaxYMXH+/Hlp3r1796Sb72XLlqmsFx4eLiW2W7RooXLMCiHEyZMnxYYNG1SmZeU4TYuTk5MAUn6gy4jhw4drTPAqjwtdXV0xbNgw6TuXnJwsfvzxR+lGKTExUWU9TTfSSUlJ0vty5coVtTK8evVK6OjoCD09PbXrDRGlL61YuXnz5gKAaNmypejVq5fW16xZszRuW/kj6YMHD3K6Gnlu6NChAoD48ssvs7T+/v37pWtm6nN9eHi4+OqrrwSQ0gDj40SNtiTywoULpfuc1MmroKAg4ezsLHR1dbOURBZCiH379kkJkCVLlggg5YfwZ8+eSctk5fophBArVqwQz58/V5kWExMjZsyYIQCIRo0aqa2jvHYoFArRrl07lWtBbsTDqZPICQkJ0r3Gxw1AsjOJLET6cbQQGbuv0radqKgoUbZsWQFAjBgxQoSHh0vzbt26JcUMH/+Aq6yPrq6u6NChg3j//r00b+nSpQJI+UE/9fS06plRmUkiL168WAApDYtS+9T49ON70+joaNG9e3cpTv/4+5ubceazZ8+EiYmJAFJ+cFH+2BUfHy++//576Zzw8f1EUlKSqFevngAgunTpotII7OnTp6JBgwYCgBgzZozKesrPU5k7SP293rdvn1AoFAKAWhL14sWLUlnGjh0r3Vsoy7p582aVc1pWj1Nt3rx5I32emuJOTapWraoxwZuV+xYhNCeR79+/LwAIa2trER8fr7bOzp07tZ5XKe8xiVyAvHr1SgAQZcuW1Thf+cX+ODmnZGlpKQBobMml/KX5+++/z9Yy55WZM2cKQLWlZHR0tNDV1RX16tWTptWuXVsYGBiIuLg4aZqyJdy8efMyvL+SJUsKIyMjtdYaymCnWrVqar/gKylPrJpayylbrQEQ3333ndr85cuXC0C1tURmKFtyKl9dunRRma9MVu3du1fj+sqW3R8n69MyceJEjcGoMugD8qaVz8dJ5Pv37wuFQiF0dXXFo0ePpOXyMomsr6+vdjOS3nauX78uTdd0boiOjhYlS5YUMplMpdW1sj4ymUxja6FRo0ZJAU5G6plRmUkih4WFScfM9evX1cqm7XymvLlt3LixynTl99XW1lbjjZoykdmzZ0+V6Vn9nijLrulX+Bs3bggAwtzcXGX60aNHBZDSkuHNmzdq640YMULabupg7fXr10JfX1+YmZmpJXSFSAmq3d3dBZDypIaS8vMEoLG1ijK5/vE5aM6cOQJIab2kqfXIx7J6nKbFwsIizc/lYwsWLJCSFKmldR6Pj48XdnZ2GoNzbTfSkyZN0npOVz5xkplkORH9J61YuV+/fpk6J3xM+QNk6pv6wurLL7/8pPsCZattTee56Oho6em01atXq8zTlEROTk6Wfnz77bff1LZ3+fJl6TqV1YSdsiWn8rV8+XJpXlavn+mpX7++AKCSrBbiv2uHnZ2dSsIpt6ROIgvxX1xWsWJFlR9L8zKJnNZ9lbbtKOOVr776SuN6169fFzKZTJQpU0ZjfbR9HsoYcNeuXRmqZ0ZlJom8Z88ejfHLp8anmu4v4+LipLjnjz/+kKbndpypvJ/U1rjOxcVF4/2E8kcjd3d3jU9ZhISECBMTE2FiYqKSJFd+noaGhhrrp7xH+LjhgvIJGOWTo+nJ6nGqzbVr16T3N6PXLuX5/+MyZOW+RQjNSWQhhJSw3717t9o6yiem+VRe/sQ+kQsQW1tb2NnZ4fHjx/jw4YPW5bZu3ao27Z9//sH79+9Rvnx5jQNfKAeUqF69eraVNy8p+zIOCAiQBhk4d+4cEhISVPr69fDwQGxsrNT/XXx8PC5cuABA86B6x48fx/fff4/WrVujYcOGqF+/PurXr4/w8HDExMRoHeCrR48ekMvT/rr169dPbVrqz0PT/Bo1agAAHj16lOa2tRk4cKD0XllZWWHhwoXSvMePH+PKlSuwtbVFu3btNK6vnH7ixAm1eU+ePMHs2bPRqVMnNG7cWHqvlMentkEcnZyc4OrqmqX6ZKdy5crhm2++QUJCAqZNm5bXxQEANG3aFMWKFcvUOrt37wYAdOrUCaampmrzjYyM0LRpUwghNI46X716ddSsWVNturK/1qwee9nB2NhY+n9kZKT0/127dgEA+vfvr3G9Fi1aQE9PD2fPntXYf1m/fv1gYGCgNn3IkCEAUs6nSp/6PdFWzqpVq8LAwADh4eF4+/atNF25b2W/vNrK+LG///4bcXFxaN68OUqUKKE2Xy6Xo02bNlrLaWlpifbt26tN13Yc7N27FwDw3XffZWiAzk89TjVRHhOpj5O0KJdLfSyl1rdvX7XzuK6uLqpVqwYg49+FPn36QCaTYdOmTUhISFCZt27dOgDI1j4TiT4nacXKTZs2BYB0+7fXJCIiAiEhIXB0dISZmVl2FDVfy+z5M7WoqCgEBAQASBn89mNGRkb49ttvAQCHDx9Od3t37tzBkydPYGBgoPHc6Orqijp16mS6nKktWrRI6vu4QYMGGDBggDTvU6+fly5dwk8//YR27drB09NTiof//fdfAMCNGzc0lunrr7/O0vuf3b755huUL18e9+7dw8aNG/O6OAAydl/1sfRiQxcXFzg4OODRo0caB9bu2rWrxs8jP8XDqeOX7IhPhw4dqjZNT09Peg9Tx8O5HWcq9z148GCNZdcWDyuPg969e0NHR0dtvr29Pdzd3REVFaWxv94WLVporJ+mcn748EHqn3ns2LEay6OtfFk9Tj+W+pjIrng4M/ctaenbty+A/2JfpTdv3uDgwYPQ09OTBvik/EX9m0P5WoMGDbB9+3ZcvXpV4wAWADB16lQ0bdpUGgQjNDRUOnFpO6EqE6fKhGJB5+7uDn19fURFReHatWtwc3NTGVRPycPDA7/88gtOnz4NDw8PXLp0CbGxsTAxMZEStEBKcrlz587p3ni8e/dO4/TKlSunW+ayZcuqTUs9cmpa86OiotLdviYymQyNGzfGqVOnULVqVZUfGJSDC8bGxqq8Z6nFxsYCAJ4/f64yfd26dRg0aJA0X5NPea9yy+TJk7FhwwasX78eEyZM0PgZ5KasvDfKz3H37t1aBzV8/PgxAPXPEdB83AGQjpWsHnvZIfW+lTf1UVFRCA4OBgCVm0BNYmNj8fbtWxQtWlRlurb3WTn91atXiIiIgJmZ2Sd9T5S0vcc2NjZ4+vQpoqKiUKRIEQCQbjq1lbF8+fLQ0dFRS44ry3nu3Dmt5VQOTpQdx4Hyh8mM3th/6nGqiampKcLCwtQGgNRGuZymJDaQfd8FR0dHNGrUCH5+fjh48KB0E3f9+nVcv34ddnZ2aNGiRYa2RUTqtMXKHTp0gK+vL9auXYuKFSti1KhR0NXVlebHx8fjr7/+Qvny5VG1alWVbV68eBFCiEITJ6dHeR7M6PkztQcPHiA5OVkaUEsTJycnAP9d09KiXKZ06dIwMjLSuEzlypVx7ty5TJdVydbWFlWrVsWJEyfQuHFjlcGNs3r9FEJg2LBhWLp0aZr7zu/xsEKhwKRJk9CzZ09MmzYN3bp105h8y02fEg9PnjwZM2fO1LiMcqD058+fqyUKC0I8nPoHruyIT9OLh1N/f3M7zkwvHtY2XVnOZcuWYdOmTRqXUW77U8v54MEDJCQkwMLCAhUrVtS4nrbyZfU4/VjqmDY6OjpDP4JmNR7WdN+Slo4dO2LEiBE4cOAAQkNDpcYxykYWHTp0kH7co/yFSeQCpnXr1ti+fTv8/Pw0JpFLlSoFFxcXODk5oUmTJtDV1cXx48cRFhYGLy8vDBs2TG2dqKgoXLp0CZUqVYKjo2NuVCPH6evro1atWjh16hROnTolJZFlMhk8PDyk5ZQXuVOnTuHHH3+UEs1169ZVCZBmz56NPXv2wM7ODnPmzEHDhg1hZ2cntbCrX78+zpw5o9aqTCkjv/xpCoxTB7FpzRdCpLv9zFKOyBoREYEzZ86kuWzq1j4PHz7Et99+i4SEBIwePRo9evRA2bJlYWJiAplMhlWrVknzNclqq4uOHTtqHN1W+ZlmhaOjI3r37o1Vq1Zh6tSpar+U5rasvDfKz/HBgwd48OBBmstqesJB2z6VLUBy4tjLqNQjmyuDt9QjCad33AKa66zpaY2Pp0dGRsLMzCzL35PUMvMeK4PT1D8wfbyOtbW12gjYynI+ffoUT58+zXQ5M3scREREAAAsLCzS3NfH5cvqcapJ8eLFERYWhocPH2ZoeeVyxYsX1zg/O78Lffv2hZ+fH9atWyclkZXnlx49ekChUGR4W0SkSlusrKOjg927d6N58+b46aefsHDhQri4uMDMzAxPnz7F3bt3ERYWht27d6slkf39/QEArVq1ys2q5BnleTAoKCjT66a+TqWOY1NT/nirraWbtu1p8/GPwdkpq9fP9evXY+nSpTA2NsbcuXPh7e2N4sWLw9DQEEDKuX7jxo3ZGg+/fPkSHTp0UJteo0YNLF68ONPbU+rWrRtmzJiBe/fuYf369ejTp0+Wt5UdPiUe1tS69GMFNR5OHadmR3yqLR7W9P3N7TgzvfOCtnOCspyBgYFpljE7ypnZWDh1+bJ6nH4sdUz78OFDlUZy2uRWPGxsbIxOnTph9erV2Lx5s/TkCp/Ky//YnUUB06lTJ5ibm2v95Uwmk2HHjh0YOXIkbt68ib/++gvm5uaYMGECDhw4oPGX4927dyM2NlZ6tKywULYWOXXqFJKSkhAQEIDKlSur/KJla2uLcuXK4cyZMyqPSX/c0kT5+NbatWvxzTffoHTp0iqPaKd3sSyITExMAKS01hYp/adrfSlbfgLAtm3bkJCQgC5dumDevHmoXr06TE1NpRuJnHqvLl68iDNnzqi9PtXEiROhq6uLjRs3ptliJr2EflZa82QH5ee4cuXKdD/HKVOm5EkZs0r5A0GpUqWkYFFZXyClVVl6dVY+sZHamzdvNO4v9XTlr/NZ/Z5klXJ/2sqYnJys8TEy5XoTJkxIt5xr16795HIq35+wsLAMLZ8Tx6kyeaTtMc2PnTx5EkDKj4g57euvv4a5uTn++usvvH37FomJidJ1nUEz0adJK1auVKkSrl27hilTpsDW1hanT5/GgQMH8ObNGzRs2BBr1qyRur1IbfPmzbC2tsZXX32VG1XIc8rzp7Zun9KS+jqlLSZStkjU1tJN2/a0ef36dabKmBlZvX4q7x3mz5+PwYMHo1y5clICGciZeDg2NlZjLKxs3ZhVCoUCkydPBgBMmzYtzWMiv8fD9+/fT/dzbNSoUZ6UMauU8XCtWrWkadkRn2r7zim/b6m/v7kdZ6Z3XtB2TlCud+TIkXTL+anxWGZj4dTly67j1NraGuXLlweQsXg4NDRUepowN+Lhj7u0uHnzJq5evcqn8vI5JpELGENDQ/Tp0we3b9/GlStXVOYpLwL6+vqYMWMGgoKCEBcXh+DgYEyfPl0lcEltw4YNMDIyQq9evXKjCrlG2afx6dOnce3aNURFRWl8vKZ+/foICwvDzZs3pceoP04iKy+umlp/v337NsOPVxckVapUAZDyWHpycnKG10vrvQK094X8qYKDgzVeYD9V6dKl0bdvXyQlJWHq1Klal1P+KqstmNHWulJbK53sovwcM/KLe3bI6fooJScn4/fffweQ0upMydzcXOo3+tatW1natjJ40ja9aNGi0uNgWf2eZFWFChUAAHfv3tU4X/no3Mdy+zhQPqqc0ceLc6J8HTt2BJDST5+yKwxtzp07J52bOnfunG1l0MbQ0BBdunRBfHw8Nm/ejIMHD+LVq1eoWbOm9N4RUdakFSsDKX1v+vj4SLFhdHQ0Hjx4gL1796J3794qP0YCKeNrPHz4EH379oWenl5uVSNPtWrVCiYmJnj9+jV27NiRqXXLlSsHuVyOuLg4rf3EKq/PymtaWpTLPHnyBDExMRqX0Xbdzg5ZvT6lFQ8nJCTkSJkdHBw0xsLKlvSfokuXLqhSpQqCgoLSTAIyHk6RW/HwixcvsG/fPgCq8XB2xKfpxcOpv7+5/f6mFw9rK3tulrN8+fLQ09NDWFgY7t27l6F1cjIeXrlyZbo/Cq5atQqJiYkwMTHJlSdv6tWrh0qVKuHy5csIDAyUzi18Ki9/YxK5ABo3bhxMTEwwe/bsT97WlStXcPjwYYwePTpDfdcUJPXq1YNCocDr16+xevVqANCYRFZ2b7F8+XK8e/cOenp6qF27tsoyygS8suVEavPnz5cG7ytMypcvD2dnZ7x79w5//vlnhtdL6726e/cu9u/fn21lzC0TJkyAnp4eNm/erDUoUfb7d+3aNbULdHJyMtasWaNxPeX7ldFH9DNL2Wpqw4YNGR7o4FPkdH2UJk2ahOvXr0NXVxejR49WmaccmGPBggVZ2vbq1asRFxenNl3Zr2GzZs2kaVn9nmSVct/bt2/X+Hlq63uxdevW0NPTw99//611ANDs9OWXXwIAFi9ejPj4+HSXz4nj1NvbG7Vr10ZCQgL69eun9ZHhyMhIDBw4EABQu3ZtNGnSJFv2n57UrS/46B5R9srOWHn27NmwsLDI8MBIhYGFhYX0aPHIkSPTfZLmzJkzUkMMExMTKXGqqQuFDx8+YNWqVQCA5s2bp1uWSpUqoWTJkvjw4YPG6+y1a9ekgfxyQlavn2nFw2vWrEmzZXV+JJfL4ePjAwCYPn261muqMh5WDlqe2rNnz1QGY0stp+NHZWy4aNGiXOl6Ijfi4Q8fPuCbb75BXFwcKlSogK+//lqalx3xqaaYMj4+XrqvTh0P53acqdz38uXLNc5ftmyZxunK42DFihVpjt2THQwNDaVyzps3L0Pr5MRxOmzYMJibm+P27dtpNoi6desWZsyYASBlUMXMdMPxKZTd46xevVp6goPxcP7GJHIBZGtrix9++AE7d+7E7du3P2lbU6dOlbZX2JiamqJatWoAICXw0koiK5epWbOmWqtt5XqjR4+W+mASQuDPP//EvHnzYGBgkDOVyGM///wzZDIZhg4dKv0ymdqjR48wY8YMaSRZ4L/3aunSpbh27Zo0/d9//0XHjh0LZCuekiVLon///khOTsbWrVs1LlOtWjUUK1YML168gI+Pj3Thj42NxciRI7V+V21sbGBqaorXr1/nSKuUmjVrolOnTnj79i28vb1x9epVlflJSUnw9/dH9+7dNSZOM0vZr/rt27ez/QYpOTkZAQEB+OKLL6TBJpYtW6Y2wMOPP/4IKysrrFu3DqNGjVJ7jOzdu3f4448/MH36dI37efv2Lfr16yc9cimEwNKlS7Fr1y4oFAqMGjVKZfmsfE+yqkmTJqhRowZiYmLwzTff4P3799K8bdu2YdmyZRq7LSpWrBhGjhyJhIQENG/eXK1VkhACFy5cwODBg7NlhPEBAwagdOnSuHXrFtq3b6/2tMbp06dVRnnPqeN0/fr1sLCwwLFjx9C8eXO11ukXL15Eo0aNcOPGDVhYWGD9+vVZqG3W1KpVC87Ozrh06RL27t3LUaiJslF2xcpXr17Fvn37MG7cuELX2CI9U6ZMQd26dfHq1SvUrVsX69evV0u6/Pvvvxg6dCgaNWqk8vj4jz/+CCAlFkzdrUhkZCR69uyJN2/ewMHBAV26dEm3HHK5XLruTpgwQWXw1cePH6NXr14qAyRmt6xeP5Xx8MSJE1XioUOHDuGHH34okPcOHTt2RNWqVfH48WOtXca1bNkSALBnzx78/fff0vQXL16ge/fuWltCpk4+a2tx/ikGDhyIMmXKwM/PD927d1cbRyUqKgrbtm1Ti/GySlmfrHQJk54PHz5g9+7dqF27No4dOwZjY2Ns27ZNreXmp8anBw4cwMKFC6V7mg8fPuDbb79FSEgISpYsqfL9ze04c9CgQTA2Nsb58+cxadIkqW4JCQn44YcftD6N+NVXX6FOnTq4e/cu2rZtq9YyPi4uDgcOHJB+6P9UPj4+0NXVxapVqzB+/HiVYzshIQFbt25VGb8nJ45Te3t7/P7775DJZJg2bRqGDRumck5KTEzE9u3b0bhxY0RFRcHV1RW+vr6fUOvM6dmzJ3R0dLBkyRI+lVdQCKJC7LvvvhMABABRrFgxjcskJyeLIkWKSMv99NNPastcunRJ6OvrCwDCzMxMuLm5iWLFigkA4ptvvhGenp4CgPDz81NZT9v01EqXLi0AiKCgII3zleXSJCgoSAAQpUuX1rr99Pj4+AgAwtPTU+P8JUuWCIVCIQAIU1NT4ebmJmrWrCmKFi0qlW3ZsmXS8gkJCaJOnToCgFAoFKJy5crC2dlZyGQyYW9vL6ZPny4AiF69eqnsZ82aNRqn55ZevXoJAGLatGka5z979kwYGBhIddZUzvXr10vzbWxsRM2aNYWZmZkwMTER8+bN0/o+9+3bVwAQBgYGombNmsLT01NlOeVn5OPjo7X8aR0LkZGRwtvbWypbqVKlRO3atUXVqlWFoaGhNP3Dhw/SOul9Hn5+flrr07hxY+l4qV27tvD09BSdO3fWWvbUlPvV19cXHh4ewsPDQ9SrV084OzsLU1NTlfd3165dWrdz+vRpYW1tLQAIXV1dUbVqVVG7dm1RpkwZIZPJBAC1Mim/r1OnThV6enrC1NRU1KxZU/quAxBz5szRuL/Mfk+ESPu7LYT2c0NgYKCwsrISAIShoaGoWbOmtOyQIUO0rpeQkCB69Ogh7dfOzk7UqlVLVKtWTeW9vXPnjrROWp+zEGkfd9euXRN2dnYCgJDL5cLJyUlUr15dmJubazy2snKcZsSNGzeEo6OjtL6Dg4Nwd3cXJUqUUJl2/fp1jeundx5XnjvWrFmToempzZ8/XypDhw4dMlUvIqKcFhkZKb7++mvpPGVoaCicnZ2Fu7u7KF68uDS9RIkS4ubNmyrr/vTTT9L8kiVLipo1awpjY2MBQFhaWooLFy6o7U/b+TYxMVG0atVK2l6lSpVE9erVhY6OjihVqpQYNmxYunFSepT71rSNrFw/Hz9+rHKtrl69unBwcBAAhJeXl+jevXuWrx05SRlDnDp1SuP8HTt2SPXVVs5+/fpJ8x0dHaXPqlKlStK92cfvc1JSkihfvrwAIIoUKSLq1q0rPD09xXfffSctk5H7qrTi1zt37kjxgFwuF5UrVxa1a9cWFSpUkGK42rVrq6yT3uehLUYPDw8XlpaWAoCwt7cXHh4ewtPTU8yaNUtr2TXt19bWVoqH69SpIypWrCh0dXWl97d69epq373UPiU+/fnnn6Xj3d3dXZiZmUn3KydOnFDbV27HmRs2bJBiemtra+Hu7i6srKyEXC4Xs2fP1rpeSEiIqFGjhlSecuXKidq1a4sqVaoIPT09AUAULVpUZZ307p2jhHwAAQAASURBVMXSOu7Wr18vfWZGRkbC1dVVVK5cWbqv/PjYyspxmhGbNm0SJiYm0j16lSpVhJubm3ScAhBNmjQR79+/17h+Vu9b0st1CCFE27Ztpe0vWbIk03Wj3MWWyFSope7bWFMrZCClz6rU/ZV93B8yALi5ueHkyZPw9vZGcnIy7t69C1tbWyxatEh6DLmwGjp0KK5du4b+/fvDxsYGt27dwv3792FtbY2uXbti+/bt6Nmzp7S8jo4O/vnnHwwfPhxFixbFgwcPEBYWhn79+uHy5ctaR3rN74oXL44BAwakuUyPHj2wbds2uLm5ITIyEo8ePUKTJk1w/vx5uLm5aV1v4cKF+O6772BnZ4fr16/jxIkTGR4MLCNMTExw6NAhbNy4Ec2bN0dMTAyuXLmC0NBQuLi44Mcff8SFCxeyrVXMpk2b0Lt3b5iZmeHy5cs4ceJEhvvGVYqLi5MGhLl48SJevnyJ0qVLo2fPnli/fj2ePn2a5gBHHh4euH37NiZMmCD14Xfjxg3I5XK0aNECS5cuxcKFCzWu26BBA5w6dQr169fHgwcP8P79e9SpUwe7du3S+tRGZr8nn8LJyQmXLl1Ct27dYGRkhMDAQJiZmWHx4sVYsmSJ1vV0dHSwfv16HDhwQOpu4urVq3jx4gUqVKiAYcOGwd/fP0N9VGZEtWrVEBgYiHHjxqFy5coICgrCw4cPUaxYMQwePBjff/+9yvI5dZxWrVoVd+7cwZIlS9C4cWNER0fj2rVriIuLQ6NGjbBo0SLcuXMHLi4u2VLvzPjmm2+klkN8dI+I8hsTExPs2LEDJ0+eRL9+/VCyZEkEBwfj+vXrEEKgdevWWL16Nf799184OzurrDtr1izs378f3t7eiIqKwo0bN2BtbY1Bgwbh+vXrcHd3z3A5FAoF9uzZg1mzZqFChQp49OgRXr16hV69euHChQs53ko8K9fPUqVKISAgAO3bt4eenh7u3r0LAwMD+Pr64tChQxqfGioI2rdvj+rVq6e5zPLlyzF16lSULVsWz58/x5s3bzBw4EAEBARofUReLpfjwIED6NChAxQKBS5cuIATJ06oPNX4qSpVqoTr169j9uzZcHd3x/Pnz3Ht2jXEx8fD09MT8+bNw5YtW7JlX2ZmZjh8+DBatmyJuLg4BAQE4MSJE1r78NXm9evXUjx87do1hIWFwdXVFUOHDsXRo0dx9epVte9eap8Sn44dOxYbN25EyZIlcevWLchkMrRr1w7nz5+Xxh5KLbfjzO7du+P48ePw8vJCbGws7t69i6pVq+LgwYNpjm9hb2+PgIAALF26FA0bNsTbt29x9epVREZGolatWvD19YWfn1+2lBFIuT+8du0a+vTpA2trawQGBuLNmzdwcnLClClT1AaQy6njtGvXrnjw4AEmTJgAFxcXhISE4ObNmzAyMkL79u2xa9cuHD16NNe6sUhN2aUFn8orGGRC5EKnQERERPlco0aNcOLECfj5+RW4kbmpYLp79y4qV64MOzs7PHv2jIOIEBERUZ5SDgrINBHlluXLl2Pw4MHo0KEDtm/fntfFoXSwJTIRERFRHlAOTpO6RTIRERER0edCGQ8rWyRT/vbZJJHDwsIwYsQI1K1bF3Z2dtDX10fx4sXRuHFj7Ny5M1O/tCUnJ2PJkiVwcXGBoaEhbGxs0KlTp1wZiZSIiIgKvqCgIKxYsQIKhQIDBw7M6+IQMVYmIiKiXLVz505cunQJZcqUUevag/KnzyaJHBoaij/++APGxsb48ssvMXr0aLRs2RK3bt1Chw4dMnUDN2jQIAwfPhxJSUkYPnw4WrVqhX379sHd3f2TRoAmIiKiwm3kyJGoV68enJ2dERkZiX79+qFs2bJ5XSwixspERESUKxo1agQ3Nzd07NgRADB9+nTI5Z9NerJA+2z6RE5KSoIQQm0Qg8jISNSpUwe3b99GYGAgnJyc0tyOn58fGjdujAYNGuDIkSPQ19cHABw7dgze3t5o0KBBtg6IRUREuYN9IlNuUB5nRYsWRefOnTF79mwYGhrmdbGIGCsTERH7RKZcIZPJoFAo4ODggNGjR2Pw4MF5XSTKoII5LGwWaOtr0NTUFM2bN8ft27fx4MGDdAPjlStXAkj5pUQZFANAkyZN0Lx5cxw6dAj//vtvto06SkREucPf3z+vi0CfAR5nlF8xViYiIiaPKTfwOCu4Pvv24rGxsTh+/DhkMhmqVKmS7vL+/v4wNjaGh4eH2rzmzZsDAFtXEBEREVGhwFiZiIiIiIDPqCWyUlhYGBYsWIDk5GS8fv0af//9N54+fQofHx+UL18+zXWjo6Px4sULODs7a2ytoVw/rUFD4uLiEBcXJ/2dnJyMd+/eoUiRItKjI0RERESUPYQQiIyMRLFixdjfXgbkdawMMF4mIiIiyi2ZiZU/yySyr6+v9Leuri7mzp2L0aNHp7tueHg4AMDc3FzjfDMzM5XlNJk1a5bK/omIiIgo5z19+hQlSpTI62Lke3kdKwOMl4mIiIhyW0Zi5c8uiezg4AAhBJKSkvD06VNs2bIFEyZMwNmzZ7Ft2za1wUSy27hx4zBq1Cjp7/DwcJQqVQpPnz6VAmsiIiIiyh4REREoWbIkTE1N87ooBUJex8oA42UiIiKi3JKZWPmzSyIrKUeC/Omnn6BQKDB27FisXLkyzVEhla0qtLWeiIiIUFlOE319fZVBRpTMzMwYFBMRERHlEHaDkDl5FSsDjJeJiIiIcltGYmV2DAegWbNmANIfMd3Y2Bj29vYICgpCUlKS2nxl/27p9RdHRERERFRQMFYmIiIiIiaRAYSEhABAhh7P8/T0RHR0NM6cOaM2759//pGWISIiIiIqDBgrExEREdFnk0S+du2axkfr3r17h/HjxwMAWrZsKU0PDQ3F3bt3ERoaqrL8gAEDAAATJ05EfHy8NP3YsWP4559/0LBhQ1SoUCEnqkBERERElCMYKxMRERFRWj6bPpHXrl2LVatWwcvLC6VLl4axsTEeP36MAwcOICoqCl9//TW6desmLb9kyRL4+vrCx8cHU6ZMkaZ7eXmhf//+WLVqFWrUqIHWrVvj1atX2Lp1K8zMzLBs2bI8qB0RERERUdYxViYiIiKitHw2SeQOHTogPDwc586dw8mTJxETEwMrKyvUr18fPXv2RJcuXTI84MqKFSvg4uKCFStWYNGiRTAxMUHbtm0xY8YMtqwgIiIiogKHsTIRERERpUUmhBB5XYjPWUREBMzNzREeHs7RpomIiIiyGWOtgo+fIREREVHOyEyc9dn0iUxEREREREREREREmcckMhERERERERERERFpxSQyEREREREREREREWnFJDIRERERERERERERacUkMhERERERERERERFpxSQyEREREREREREREWnFJDIRERERERERERERacUkMhERERERERERERFpxSQyEREREREREREREWnFJDIRERERERERERERacUkMhERERERERERERFpxSQyEREREREREREREWnFJDIRERERERERERERacUkMhERERERERERERFpxSQyEREREREREREREWnFJDIRERERERERERERacUkMhERERERERERERFpxSQyEREREREREREREWnFJDIRERERERERERERacUkMhERERERERERERFpxSQyERERERERgIMHD6JSlUo4dOhQXheFiIiIKF9hEvkzw8CYiIiIiEhdYmIivh/9Pe7duYeRo0YiMTExr4uUZYz5iYiICq78eh1nEvkzkpiYiCFDh+DenXsYPGQwA2MiIiIi+mw9efIEV65ckV7fffcd7t25B9evXVMSySNHqsx/8uRJXhc5QwpTzE9ERJQZhSFXlJ9/1JYJIUReF+JzFhERAXNzc4SHh8PMzCxbt/3kyROEhoZKf69evRpLly6F69euuLLzCoYOHYq+fftK862trVGqVKlsLUNOSExMRPkK5REcFAwHRwfc//c+dHR08rpYRERElA/lZKxFuSMnPsMnT56gcqXKiPkQAwCQyQDlXZG+vi7i4hLUphsZGuHO3Tv5Pl5evnw5hgwZgi6LumDLiC1YtmwZBg4cmNfFIiIiylGJiYlwdnHGvTv3ULFyRQTeCCwQuaKPc3c7duzA7Nmzpev4uHHj8PXXX0vzszt3l5k4K/+/m5QlaQXGt/66CQD47bffsHTpb/k+MNaUDA8OCpaS4SNHjiyQyXAiIqLMunTpEsZNmIhZM6ajZs2aeV2cLFu4cCEm+kzCjKnTMWLEiLwuDn2GQkNDEfMhBgPrDMQfF1ejVDEr9PmyHtp5VYeJkT6iYuKwz+8a1uw5iych79DXvR9WnFuB0NDQfBdnpo6Vo6Ki8NNPP6F0zdKIjYpF6Zql8eOPP6JKlSowNjYGwFiZiIgKp1WrVuHfu/+i6+Ku2DJiC1avXp3vf0T9OHcHADK5TOU6Pmv2LMycOVOan5e5O7ZEzmM51TrmypUrcHNzy3RgfPnyZbi6umZbOT5VYW4lQkRElFkjRozA4sWLMWLECCxcuDCvi5Mljx49gpOzE2I/xMLA0AC3Am+hTJkyObY/tkQu+HLiM1TGyroKHXjXq4JfxnaEnm5K+xohUmJLAIhPSMSoOdtx5OxtJCQlMlbOQR83HHnx4gU2bdqEQ/8cQssWLdG1a1fY29tL85kMJyL6vH38I+qXX32Jcs3KofvS7tg4eCMeHHmAvXv25usfUZXxyIqvVyApOQmz/GbiadgzAKrX8ZIWJTC+8QTIZXIM3DkwW+MRtkQmyR8XV6sFxgBgYqSPbq1ro0MzN4yasx1/nF2dh6XUrjC1EiEiIvoUycnJ2L5jJxS6eti2fQd+/fVXyOX5f3gLZYAfGBiIP1avxslTpyCEgL6eDmI/xKJcuXJo2LAh+vXrBycnp3wZ4FPhJJMBDsWLqMXJ1b7+HsnJMhjqJ8BAPxEG+gMhl4cASREYOrQc7OwAQ0PAyCjllfr/mfnbwAD41K/wx7FySXtL9P3KQy1W/mP3GTx98T7fxsppJcP1dBXYuHEjNm7cWCCS4UREBdHBgwfx/ejvseCXBWjRokVeFyddmlrwynXlKFalGE6sOAF7J3tc3nkZDRs2lObn5+vGy8iXmH5sOkraW2D6N19qvI6P2DsCE5tMzNNyMolcSL1+/RoyGVC6mGpgrHfvKSz/PAIo5BAKBaCQYzMAf30dvI9JhO24cUDp0oCOjupLocjc3xldp3JlwNw8zbqYAdhxYRXa1KmM2WO+hq6+rhRxF5RkuCYF7SRNRER56+zZs3j5IgSm1jZ4+SIEAQEB8PDwyOtipSl1gC+TyeBYvAimDftCQ2B8Gr169YIQIl8H+FR4BAYGQgig1xd1VRLIQgDRH/QghAwxsXqp1rABAJw7l73lMDRMOyHdrh3Qv7/29V+/fg2gMlZeeIpazj0wuld9mBoLvI9IgIlR+Eex8jas/n+snLJe/vFxMtyheBH0+qKu2rli3d4ABD9/m2+T4UREBdHHA7kFNs3/fQkrrxsrvl6B0OhQTD48CcmJAnsn75Va8MpkMijkckxrNh1FjItg4M6BeXrdSE5O+ZFU+bRTatOPTYN3vcr4ZWwnHDvvhCNndfBV01tq1/Hpx6blfsFTyd9HBWXZ2J/GQQig95eqgbEiLApGl++rLd9O+Z/Dh3OngEpHjgBNm2qd/fr1a1wAUDE5CTgbCLQPBAAIuQzPVo9Bor0VAEBPVwe/jO2INkOW4OGzV/kuMP6YctTs4KBgDB4ymIMDEhHlsMLQl/DKlSsh11EgMvQN5DoKrFy5Mt8nkZUBvo5CB83+HxhrfzJqGw6fvYOYDzFMDFGO85niCwBo51VdZXp8ggJCaLi7yyEfPqS83r3TPL98+bTXn+QzBUB/JCePwrkbQMfRKdMV8mTc/3uOtFxKrNwJrQYvRNDzUEye4gsnpxZo3BjQ18+718ctsf+4uBrNPKpg/g/an6IcPXc7/jhTcBqOEBHldwWxL2Gll5EvMfWoL0oXK6L1SZxJhydiclMfaZ3kZCA2NuX6m5V/S5UC+vVLu1w7dgA//PDfeh8+APHxQGAg4OT033L/NQC1kuLkH39piagYA7Tzug2FIuXxG+V1vM2QxXj47HWe5byYtSqkyjo64Ob1a2qBsSwpOW8KpI2ODkaOHImtW7dCR0cHurq60NXVRdu2bTFv3jyMHDUaBzSsJgz0kFjUQmWanq4Oen1ZF5MW78GP48ajhbc3kJiYEqHmM6tWrcLj4McF8iRNRFQQ/fnnnzh6+B9UqVSxQCSRnz9/jlevXgHAf91AnDwJAUBfTwdx8Yn4c906BAcHS91AAEDRokVRvHjxPCy5KmVg7FCsyH8JZCGApGRARyEt919gXDB+DKaCr3Kligh59hgmRqpx4oc43TwqkWaGhsCkSZMwa9YsyGQy6WVgYIDw8HA08KiHSxcM1dbT003UME0Hfb6qj0mL96B+vbqIjgYePMiNWmino5MSquvouADoDYfiB9USyKnp6epg/g8d0TZ4CR48fZW7hSUiKoQiIiIw2Wcy3Lu4o3b32nhw5gEmTZ6Ebt26wdTUNK+Ll65px6bBq7Y7erUbgrtBxeHzW1G8DDVFXLwCsfG6ABTQ042Dz2EFgO9Qp44pEhI+bZ/Vqr1H8eLnkZCQADs7O7i7uyMqKgrbt29HQkIC4uPjERBQFsHBLdXW9fWdA1PTe4iNjUWbNm0wbcbM/zcArSdd+wz0ExEVA8Ql6MBI8V9hU3Je9f7LeeXBE+1MIhdS5cqVg56uQi0wRnI+G0dRRwe///47Pnz4oDJ5wYIFmDdvHhLj46DQsFpchRIaO5H7wqs6Ji3egzIOpYGbN4FatYCqVQF395RXzZopP/vkYavfiIgITPKZhJqdaqJ299q4f+o+Jk6eWGBO0kREBU1B7Eu4R89e8D9+DAD+6wZiuKb+0f7rBgIAvJo0xfGjR/Ky6EjeuRPi/n0kh4Yi6o8/sEMAbkmJsB+2BPLIGCgiYxDl6YLQMZ1U1lP7MZhdPVEOqlWrFg4ePIiomDiVeDk2Ln/dHhkZAVev3kVSUpLK9Pj4eAD4/wA4Rmrr6ekmqU0D/ouVzczMsHTpagDpNKXKYYmJKa+U21KFWvcimujp6qDnFynnihcvXuRGMYmICq05c+YgPCIcrca3AgC0Gt8Ks/bMwpw5czBtWt52naBJWBhw9Srwxx8KABshk9XC0YByOBqQsfU/NYEMANev30PLlikJYgcHB3h4eKBVq1bo27dvqqU6AFBPIm/fvg/AGQDApk2bIPt/3xapG4Dq//8aHhevgJGBaoFVcl55IH9FSZRtjI2NEZ+QpBYY57uWyAoFJk6ciMOHDyM+Pl56ubi4AABcXV2h8/Ch2mpx5TW3sjIx0oeujgLlypXDxObNMT0hAbhyJeW1YkXKQoaGSHZxwdsyZaBfvz5MGjWCvFKlTx/ZJIPmzJmD8PBwtJ7YGgDQemJrzNw7M9+epImICrrdu3fj5YsQ6Bsb4+WLEOzevRtff/11XhcrTe3atIa/nx9kEGjZwBm//JBGNxBzt+HgqcCUVsq6OoiOjoaxsTHWrl2LmzdvIiEhAYmJiUhMTESHDh3QrFkznDt3Dr/88os0PSkpCQ4ODvjtt98AAG08PFDt5UuYxsfDND4eZgkJ+LJBA5iOGYMf9u3Dxo0bER8fj8TERCQkJKBLly5YvXo1du3aBZsOHdAAgAIp4TMAIOStSv0UETHQJK8DY/p8uLu7AwD2+V1Dt9a1pel6ukno2e4yPsTqIDZeB7FxuvgQp4unLz7g8YsPKFGiIuRyE3z4AMTEpLxEDrbRMDICfH19YWlpiejoaOllZZXSpVt0dDRkMmO1MmhLIitj5ejoaERGxudcwbMkTu0pSm2U54qLFy+idevWOVssIqJC6unTp5g3fx48h3rCorgFAMCyhCU8h3hi3vx5GDhwIEqUKJHj5YiLi8Pr16/x6tUrWFhYoFy5cnj06BEWL16M169f48WLN7hy5XvExjojLq7k/9eqBqAaEtQfvMkFBtDV1YW9vT2io6OlwV9Ts7ExwZs3mtZVfXpICKHWANRAPyVxHBunCyBWZfnUOa+8wCRyIaUtME420EN8SZuUZHJycsq/ScmI+xCH2A/xMDMygi7wX7OA5BxOOuvoYPz48Rg/frzG2VWqVNF4kMZV0Hwii4qJQ0JiEoyNjVH6/XvN+/zwAfLz52Fz/jyweTMAIBxAoL4+6g0fDlmtWlh57RqSSpSAY5kyKFasGIoVKwYrKyvpV6KsUp6kGw1rpHKSbjS0Ua6epImIPgcXLlzAjOnTsf+vvwAAIj4lCOvYsSPatW2LCRMnStfL3CCEQHh4OEJDQxEaGoratWtDJpNh/fr1uHHjhjT9zZs36NSpE2RIhmNxG7UEcmp6ujr45YdOuPvoJYKev8GlS5cQHREB4w8f8PjwYbw4exZFANgIAUshUOzlS+DQISR89RXCwsKgo6MDmUyG5ORkREVFAUhpuW354QNmPHqkurN9+4CWLXH48GG11n/+/v5ITEzEjh070DED74VcSxI5rwNj+nzY29tDJgPW7Q1Ah2Zu0nfMyvwDpgxRbc0fn5CItkOXQCZ7hb17L8PV1VWaJ0RKH4fKhHJMDFQSzKn/n9Y8bctZW6fEw7///rvGehgbG0MIA7Xp2pLIqWPlevU6Yu3aLL6BOUChSFB/ivIjN/61w7KtdTF75N/Q1VFI3f4QEVHmTZg4Afqm+mgyoonK9CbfNcH59ecxceJErP3EC0VAQABevHiBV69eSYniMWPGoEyZMpgyZQoWLFiA8PBwaflhw4Zh8eLFiIqKwqFDh2Bra4uiRYtCiJqIi7P5pLJkFxMTG8hkBnjy5Ik0TS6XY+TIkahWrRouX76MCxdMNSaRFy78HW5uIbCzs4OBgQGWLFmC2bNnqzQA1df7f0vkBPXn8lNfx/MCk8iFlLbA+EPtSnheu5LKssrA+MHTV7h06pRKYJzSb2HSf0nl1P/X9HdGlkn9d9myadbD3d0dcwF8UasiXMoUS0lqJyUjrormFkp7/a5J67nZ2AAhIRl6v8wBeMTFAfPmAQC+BfAGwCUAewBcBPDl9OnoO2ECZs+ejUOHDsHBwQHly5dHyZIlUa1aNVSrVk16nDh1sjl1v5aTJ0+GnomexpP0uT/PYfDgwfD1TRnoJb/1a0lEVBAoz7nHjx/H+PHj4FDMGtOGfaHWDcS6fefg4eGBmTNnonHjxlk658bFxQEA9PX1ERQUhPPnz0tJ4NDQUJQtWxajRo3Cmzdv4OLigtDQUCQm/tdcIiwsDObm5vjrr79w5coV2NjYwLZIEbiVLw/99+/hKICfGjjD9EEIZLHxkMfGp/wbHQtFRAzkkTGQR8RAERGDEwmJ+CCA0rGx0C1eHBACPpoK/fQpIJfjdJEiOH36NOLi4pD8/x+MZTIZJkyYgHv37uHI1asa6xweFKQxafPo0SNcuHAB586dQ1O5PN0foRWRmpPIeR0Y0+dFCCD4+VuMmrNNbdBHpfiERHz/81YEP3+rscWxTPbfIHGWlrlQ6I+k/BA2Hj3bXUHdas74EJfSelpXR3MSOXWsXLKkNVq1AuLiMvZKzOHWXklJH9SeokztfYQBhk7/Cs9fmyPwgS0SEtfjn9weFJyIqJC4cuUKNqzfgA7zO8DAVPXHSANTAzT/qTn+HPMnvvvuO9SoUQNJSUl4+/atlAguWrQonJ2dcf/+fcyePRuvXr2SEsV6enq4f/8+AKBTp0549uwZFAoFbG1tYWtri/v3I3HnDhAU1AMlSnTHkCEP0bBhSg6kZMmUlsalS5fGunXrcO/ePSQlJSE21hT79+f626SRlVVxbN16GIaGhrCysoKVlRWMjIykPFDPnj1x6xYwfnzK2AYGBv/96+XliKpVHaVt1a9fH4BqA9B5Y/5CUpIc9taRavtOfR3PC0wiF1JCiCwFxuLj6FgmS+k/OI/6ELa3t8evMmD/yzDsn9QjzT7S4hMS8efeAMhkQDErK9h94qA8NkjpwUbqxWbiRGDpUjRISEDkmze4dOIE9gN4h5Qv8IULF3D8+HG0aNECVlZWsLOzQ6lSpXD9ZiCePg6Wttvxl474EP4B1/ddR2xULAxMDFDBswJajGuB7aO346//t5jLD/1aEhEVNMq+hGUyGVrUd8KvYztr7Qbi+zlbMXbsWAgh4NWkKQ4fOohHjx6pJIJDQ0MxduxYyGQyjBo1CmdPn0bk69f4EBoKER2NBdOn44tu3XD48GEMGjQIenp6sLGxgbW1NQwMUgJyCwsL/NKkCVzv34cxAEMhYJCUBCMvLyAmBlujo4GYGIinTyH7f2IaAIYCwGa/lFc6pB5R/9+aOE3JyYh8+hRJSUlSAhlIiQH8/f1x9epVWJYpA3zcEhlA4IkTUhJZoVDAwsICnTt3xrx58xAREYFWrVqhwtWrwNmzaRZBW0vkvA6M6fOhjHn7uvfDytO/427QS/T5ygNfpPrBaa/fNazZfQbBz0MxoPZALD+3XD1WzmMpDUduIODaK4z/dliGY2V7e3u4uAAHNI1grUVSUkqr64wmnePigJiYZLx/H42wsFiYmdkgLg44ceIc3r6NQkREHKKi4hEVlYgiRYohOPgx9vnJVZ6iVEpOBkbNaYvnr80BAM9fWQI4i3Jl92b2LSMi+uwJITB6zGjYVbBDnR51NC5T55s6OLX8FEaPGY1a7rUwd+5clbhx8ODBWLp0KRISEnDr1i0ULVoU1atXR9GiRVWerj5x4gTMzc1haWmJ4GA56tcH/hv2IuXJs5o1k2FvH4tq1arBz88PXbt2VWm0IJfLkZx8F8DsdOsmlyfDodh7mBrHwUAvEfp6iTDQT4RcHodDpy/C3t4Sbdo0hY2NKaKiXiMxMRpWVoawtDREkSJGMDXVVUv8avpXV1fz+6bk5ATszcAlSlMD0EqOGvvBULuO5wUmkQuphP/3Ft7LrTdWn16Nu0Ev0Oer+hoC49MIev4W/d37Y+WFldJ6+UVWk+FISABmzAAuXkx5PX6cPQUKCYEHAI9Uk95ZWCBKoQDmzYN+bCzM5XK8fv0ar1+/xo0bN6BQKACZHAodOUxtTXH7n9vYMWYHRLKAvr4u4uISIJPL4NSsCixKWCHyVQSSEpPRtnWr7CkzEdFnpE+vnjh90h+l7KxUEsiKtxHQexgCWWxCSoveuHisLVccm689QkJkDNpA4P2VK6hYWzV5YWlpicGDB8PMzAyWlpY4dOsWLGJSJUAnTgRu3oTr6NGYM2cOYmJiEBYWJrUyBoCrV6/i5YkTqPjsWZpl/7QOkzJn+4oVSN0bqoGBAd6+fQtDQ0P07NkT5apUwYenT2H4UVzgWqoU7m/YAGtra5ibm6s8eWNoaIglS5YAc+ZISeRkXV28TEhApK4OSlYsAWFujCQzIySbq7c0jk9IxJ978jYwps+HmZkZFHIFVpxLGTMj6PkbTFq8B5MW74G+ng7i4lOa3cpkKS2Wl59bDoVc8f+B7PIXZaz8/Zytaj+cKaXXojojFIqUG2dDw/SX/Y8cgOn/XynGj1e/8b5y5Qpq1ryOP3aHqDxFqbRkswdOXPr4CUYDHDnSGTt2AB06gIiIMujevXvw9/PHVzO/gkJHvcsEAFDoKFC3T13sHr8b/fr2w7Jly6SuJZQvIKXLpXPnzknXlo97AC1TpgwiIiJw+fJlODpWxNu36tfRdetu4vbtOShevDiuXr2KV69eQSaTST/c6ujoID7+soZSJsKuyFPUd4uEc7mXcC73EpXKvFEbjA4ANh44j0On92Dlyr/QurXymmSbofcrpwkBBGUw5xX0Cdfx7PBJSeRNmzZh7dq1uHbtGsLDw2FmZoYaNWqgd+/e6NatW3aVkbKgWLFiMDQwxKoLqyBX6CDoeajWwFgm18HKCythaGCIYsWK5XHJVWU1GR6npweMHfvfht68AS5dSkkoK/99+TJbymgVFgarc+eAc+dQH8AbmQxJFSogskIFhBQvjms6Ouj/22+ITUhG5KtwxOnqYdpQ9Uer1+4PQOTLMCQlpvy65+npmS3lIyL6nDRq1AjJycno+5UH9HR1oHgbgSJL9sLo3B3INERc3yn/c+wYHgQGwsXFBXFxcdJArzo6Onj58iXi4+OxbNkydIuJgcXHG4mOxqBBg3DlyhWVydbW1vjhhx/w5MkTBOWzfjuXTp0Keb16sLa2ho2NDYoUKQJ9/ZRHyNevX5+ykKMjEBz830oWFjA0N0+/v+J+/YDOnYEiRXD17l3UdHeHbjLQ1NIUv6b3Y3CIliejCijGyvlX+fLlcfrMady4cQM/z52HEsWLwbpIEezatQtObV1wZecVtG/fHqGhoXgW8hI//jAa1apVQ/ny5fO66CqU35XuNXrgz9Pr0Dp4MXp/WU8tVl675yyCnr1BL7feWHNpTb78jgkBPAl5p5YMj4rRw+a/q2tcx80tAl9+mf8S+0RE+VnFihXhVtMNZ/44g/r96yPiZQT+PfGvypPSZnZmCFgbgMZNGqNbt24qDQeEAIKCgMuXgStXlP8K7N79Cg0a2AEARo8ejdOnTyM4OBiv//+UeNu2bWFo+Av+x95dh1WVvAEc/957CWkDsLsbBVtRbEWxXbG727UD66erayd2r4otYiuYgIrdLYquikHX5c7vD1ZWlhCQUufzPDyPnDNn7hwV7nvfM/NOePh/Y8mKXL58mcuXL6Onp4eRkREFCxZk1KhRtGjRgvfv3/PqVQhDh6qpXFmFpaUCA4P7dOtWASMDE2YOSdpKnIwkW7ZsaKm0UEeqOXL+9jdzXkIItFRaZMuWLV3GqxDJiCA0Gg2//fYbe/fuRQiBnp4e5ubmvHv3jpCQEBQKBS1btmTXrl0olcrUGPdPw9/fHxMTk+gPFinJ29sbX19fNBoNSqWSdevWsWLFCiq2qcjVPVcZNGgQPXv2jD5vampKvnz5UnQM38vb25sSxUsQEhqCUqWF0Kijn7rElQzXRKrRy6TH/Qf3E74XIcDHJ3ZiOb7N+L7TbuA3pYJGNcok/AF6rhPHzt9GIwReXjE3bpEkSZK+bd68eYwePZqbe6didvsZZvN3o/ILStS1B/r1o9Xq1ahUKrS1tdHR0SFv3rw4OztjZmZGq1atWH7+PEVDQmJeaGPD5TlzmDJlCk+ePMHf35+PHz8SERHBzp07ad++Pcc6daLRX3+lwh0ng7Z21Br2Bg0SbnfjRlSh12zZooq9JqO0lYeHB9WqVWNyvcnMPD2TgrlN4y0Z8MzHl8n1JjP95HTc3d2pWjXhZYKJlZqxVnxkrJyyUvvf8EssrFarKVOuDA/uPaBEqRLcunELLS2t6PMZ0aNHjyhZoiSRmqgayF9mTgPo6GgR/p8Z1QAqpYp79+9lqIT41atXsbS0pF/VfqzxXE2B//yuePZKm56Tm/DiTamvrnrN8eO+PHvmwbZt21i/fj2Fv7HfiiRJ0q9Mo9GwadMm5s+fz507dwDIXToXr++9ibVSOlepnPjcfs2MGf/D3LwaanV5nj/PypUrGq5eVeDnF3sNnULRkTJlbuPj48PHjx8BKFu2LNbW1ly9epWbN28SEbGM8PDusa6dNGkhY8f2wdDQMFH34uXlhZWVFVoqLRpWL/nNGbwn3O+jjlRz5coVLC0tk/C3lrrCwsLIly8/7969jZXz+u/7+JecV3bzHLzwfh49AeR7JSXOSlYSefHixYwYMYLatWvzxx9/UOWrpZ+XLl1i3LhxnDlzhgULFjBs2LAEepLS8oNNfIFxRpdmyXAhouo/fkkoX74c9UgtKHHJh4SMB3bnzc6hFd9+QtZ84DIev3rLlSsyiSxJkpRUo0ePxnHRAl41r4bJvgtJujZy507OmZtz4MAB3r17x/v373n//j21atViyZIlPHv2jLeFCvHf1KamcmWUnp5MmzaNv//+GyMjI3R1dSlbtizVq1fHyckJ7YMHGXLmTMrd6JfX1tdFbaTP/Y8BvI5QU7lxY7IWLRqV+I3vy9Aw9lrDVPIlMbSg+QIWXVzKx4B3BIZHva9+/TDYUMeArEbZGVF9CCOcR6Tog9T0SCLLWDllpeW/4ZEjRxgxagSLFiyi8b9FGzM0Dw8Pnjx5Ev39u3fvmD59Op8/fyZzlsxMmTwFc/N/l+wWKVIkxv/JjODFixcUKVwEdeQ/H5aVCvhnVcK/vyu0gdnAKCACpaIeT59toUWLFty8eRMtLS2mTp3K77//jo6OTjrejSRJUsY0fPhwFi9eHP29QqGgYG5TeraqgZ2NBfqZdLnz2JAthyI4cTETfoElgQqASaL6r1jxFGXLbiFXrlxcv34dNzc3Qr6afKGvr0+JEgu4erVf9LFMmaB8edi0CYoXT/y9fP0QVaFQUDCPKT1axjFRYf8Fnr3yRQiRIR+iArx8+ZL3799H57RevXpFz949+fD+A6Zmpqxbu448efJEnzc3N49Rd/p7pXoSuUKFCoSGhnLrVtxJSLVaTbly5dDR0eH69etJ7f6XktYfbH7EwPi/0jQZHhkJDx7EnK18/XrUTiFJUA+oO6RlnBuF/Nc2F08mL93PoUOHsLW1Td64JUmSfiF+fn44Ojry+vVrikRGUnP5ciokp6NNm1gbHs78+fMxNzfHzMwMc3NzqlWrRpcuXQgLC8O/UiXMbt2KcVl48eI0yZ2bV69e8erVK4KDg9HR0SEkJASlUomdnR0FHj1i1pMnROjqIvT0MDA3RzdLFiIzZUJhaIjS0BAMDKK+9PXx+fyZP5YtI1ShpEix3HRqb43KQA+hq41GXzeqrrCRPuFCMGLOTk663yciUp3hVrF4e3tTskRJgkP+rSOtUCooYFUAi1YWXNt7jRdeLxCaf8NRfT197t2/l2Kro9IjiSxj5ZSVHv+GP7ofLeb/70wsI9OcBHz0ofmU5ii1lGjUGpynO6NnkJWgz7UBM7JkccLH5xWzZs3i4cOHODk5oVAoKF68OPv376d4UrIRkiRJP6H379+zYsUKypcvT8uWLbl37x4LFixg7bp1KIAmNcswa1hH3C6XZN+pMly5k4egkO+Z3XqKLFna8emfFd65c+dmxYoVWFlZoVaryZs3L/fvK1i5EipWBEtLKFkyWYvdgKiHqPfu3aN3794IoYl6+Ahoa6mIUEdG7TeiAIVCydq1aylVqlSGe4gan7R8H0/1JLK+vj6DBw9m7ty58bYZM2YMy5YtIzg47t23pSgyKE6edA2Mw8Phzp2YieVbt6ISzvHIDJzbOxVD/W//Qg4MDqNc66k4ODgwderUlBq1JEnST+f169csWrQIR0dHwkJDWVOjBh3d3dFK4oM+AI1KRdCff/K4Th1evnwZnRDu0KED5cqVY+nSpYwdO5ZOISEUAIKAwmXL0mvIEAL09el14AB58uQhT5485M2blzx58lClSpVkL4H/skRvWsNpzDw1k7w5M8dbBuLlm89Mrj+ZKcemZLglevDviqIvdu/ezR9//MFvi39j57CdjB8/njZt2kSfT+nyWukRa8lYOWXJePnX8OV3b61a1kRGqtHS0aJC6wp0WtGJbQO2cW3fNdThapRKFb//PoqBAwcSERFB5cqVMTExYfDgwcycOROA58+fY2JiQnh4JDo6cW8aJUmS9LN6+PAhCxcuZOPGjSiVSmbMmMHIkSOBf1eJ5TavR22rPzh0tgz+gZlS5HWVSj+6dRtJ48aNqFmzZprsufXp0ycaNGpMuTKlGTt2LKtWrWLbX9vo3Kkzffr0Yc6cOdy+e48Tx46SOXPmVB/PjygpcVay8v06OjoEfWOJf1BQkFxGJKWaJk2a0KRJk/R5cR0dqFAh6qtv36hjISFRtSO/lMG4cgXu3wcheJ8lCyGB/t9MIOu730Xn6RvoVA9tLdU3f8YkSZJ+Zf7+/hQrVgyVSsWIXr0Y9+wZegcOJHhNUPXS+LWugcikiyaTNuFaKtpOWM/d1x9wv3SJAQMGcOmfAFtbW5vcuXNTrVo1ypUrR5UqVZg9e3aMRHH27NlBpcIIcOrUKUXv78vGstaFrDlS8Aj9d/eLc4PcIqZFONJ7OyqFKsZ1GUm+fPliJIXLlSvH3v172TF0ByVKlWDatGk/RHmtpJCxsiQlXd68eTE0NMSiYkXKlSmNhYUFw4cPp3D1wlxxusKiRYu4du0at+/eY/z48ezbtw8/Pz9KlSpFQEAAkyZNYvbs2dSqVQsTExMuXryBjY2KTp1CWLvWCqUybcr4SJIkpacTJ07QqFEjzMzMmDhxIgMGDIjehO3Nm3AmTHgLXMfnXXn+Opwyr2ls/GVmsQkzZqxDTy9l+k2MLFmycMnDPXrixoIFC1iwYEH0+Q0bNmTovQ1+NMmK2CtUqICTkxMTJ06M88nCmzdvcHJyylDLKSUpVenpQdWqUV9f+PvDtWucWLWK8O3bCQwOizeRbHjkMqZL96HQCIIz6RChjsTAwCCNBi9JkvRj8PDwYNWqVaxcuRJjY2OcnJyw1tHBsE8feP483us0Olp87NeMgKaVo2sBf9lk4/bfn1H/027JkiWoVCry5MmDubl5jGCzcuXKVK5cORXvLqYvycWH7x9SzKwYi1sswX67PdnKZsOilQXX917nw+0PLLZbjEqh4uH7hzGuy8i0tLRYOH8hI0aNYOH8hT9dAhlkrCxJyfV1MkCtVrPCcUX0A6eBAwdGb3QI8Ndff3Hp0iW0tLQwNDSkadOmjBgxAhcXF4SANm0+EB5elw0b4OjRkxw/XogyZQql8x1KkiSlrMjISPbt28fDhw+ZMGEC1tbWrFu3Dnt7ezJlykRkJCxadJ8lSwJ59qws8H2T8fT0QihdOhRrayOqVNGiYkUoVAjSM0f7rQSxTCCnnGT9TY4aNYoPHz5gZWXF/PnzuXLlCi9fvuTKlSvMmzcPS0tLPn78GD1dXpJ+ScbGULs2Jv/MTjvoej12GyHIvO0UZov3ovinHmSuNYdpA1hZWaXdWCVJkjIoIQQuLi5YW1tTrVo13N3defHiBURG0vT6dQwbN04wgfxAS8Xqtta8sbEAhYLA4DC2uXjSdMASjl+8y5QGDtGvU6VKFaysrMiRI0e6B5umpqbo6+nTb08/bBxtsF1vi3+IP88uP0PXQJdnV57hH+KP7XpbbBxt6LenH/p6+piamqbruBOrSZMm3L97/4eo1ZocMlaWpOT78vv3ywOn4iWLx3jgpFQqUSqVODk5kSNHDrJkyYKJiQlHjx5l0qRJNG7cmOXL4e+/60b3+eZNfcqVC2LBAud0uSdJkqSUFhQUxLJlyyhWrBjt2rXjzJkzREZGoqurS7du3Th48A6DB38mf34YMaIEz55ZAUmrd5zVJBhry6coFbOxs9vMs2cQFKTH5ctZmD9fi/btoUiR9E0gS2krWTWRIWrX6dGjRxP5nzqwQgi0tLSYM2cOI0aMSJFB/sxkjbef39WrV7GysqRI3uw4Lx+Mjva/M66yOjpjsv9irGvCgK7m5ox2cZHJZEmSfmkdO3Zk+/btVK1albFjx2JnZ4fyzRvo0gVcXRO89mHRBlR8fIpgBEKI6DIQCoUClVLJlg5byWGUAxtHG9zd3an69WqSDOC/tYTVajW/2f/G86fPKVioIDu274gxizelawn/LNIr1pKxcsqR8bIUn0ePHlGlShUqVKhA1qxZuXLlChs23KdBA23U6thZDUPDSDZvVtGwYZBc9SdJ0g8rKCiIQoUK8eHDB9q3b8+oUaOoWLEi7u43+d//7nPqVD7Cwqolud8i+XxpXOMBZYv9Tekif5PTNICgELln088u1WsiAwwbNgw7Ozu2bt3K9evX8ff3x9jYmAoVKtCxY0cKFZJLhSQJoj4sCgHPfT4w6s9dzB/dLjqRHF447kLzukBlX1+aNWuGp6cn+fPnT8MRS5IkpZ/AwEDWrFlD7dq1qVixIv369aN///7UqlULhUIBzs7Qowd8+BBvHx+B141mkLvGIPqf/B+LPRZjO9kWpZYSjVqDywwXhlUbRqPijbjx+gaQMctA/LeWMMCKZSuiN5ZNy/IaUtLJWFmSUl/RokXZs2cPU6ZMwdHRkfDwcLZv10Wtjrt9YKCK1q0ha9a/aNnyCn/+OZusWbOm7aAlSZKS4e7du6xZs4Y5c+ZgYGDAn3/+ibW1NXnz5uPKFSWVK3tx5UpRoHyS+jXUD6N57bu0a3ST8sXffKn8Fu3APyuqK1WqlDI3Iv3Qkj0TWUoZcmbFz8/Dw4Nq1arRr2o/1l9eR4Hc2ejaohotbCww1Ncl09ZT5Nx6MsY1k4HZSiV6+vrkz5+fCxcuYGJikj43IEmSlAbevXvHkiVLWLFiBQEBASxatIhBgwb92yA0FMaMgaVLE+wnoGJFSl29ypb+rpTPVZ6AsAAqLqlIYdvCdFzRkW0DtvH08FOuDr2Kka4RN17fwMbRBi8vL1mf9iclY60fn/w3lL5FCIFCoSA8PBwdHR0qVJjCzZu/o9HE//9FpTpH5swDWLJkAvb29lEPKiVJkjIQIQRubm7MmzePw4cPkytXLo4fP46BgQE7duxgx44dWFuPY+nSDknuW0/3Ig4D39Os9mP0M8W9MXN4hJrmg5bx+OVbLl7MeKv2pJSRlDgrWZVLevbsycGDBxNsc/jwYXr27Jmc7iXpp5IrVy70MumxymMVEZFqHr98y+Sl+ynXeirFm00i19aTLPqnbSTQB5inmymqdmdgIM+fP6dDhw7I5z2SJP2s9u/fT/78+Vm0aBHdunXjyZMnMRPI9+5BlSoJJ5BVKpgxg0eOjrz66rCRrhET6kzg8s7LeGz14IrTFSbWmYiRrlGq3Y8kyVhZktKWQqHg5cuXlCxZkuPHj7NlS3ty5bJDpbod7zWRkbXw93elU6cV8mdRkqQMqUuXLtStW5eXL1+yadMmHB0d6d27NwULFmT69OmUKFGCVq1yktjFTblzQ69eb4AiqNW1Oec1BS1VSJxtwyPUjJzrxHOfDwiRMVftSWkvWUnkjRs3cv369QTb3Lp1i02bNiWne0n6qeTLl4/7D+7j5eWFl5cXV654cejQIRwcHBg2fAQODg4UPXgQXzs7ns+fzwAvL9q1bxddQzFLliz069dPzo6QJOmncvXqVfbt2wdAlSpVmDhxIt7e3ixcuPDfEg5CwNq1CEtLuHkz/s7y5YMzZwgcPpx1GzcC8PD9Q268vsGN1zcon7M8ebPmZcfQHeTLmo9yOctFn3v4/mEq36n0K5KxsiSlvVy5clGiRAnatWuHSqXi+vU91KjxOwpF/D9nERFmwBm0tEYjBHz48IHw8PC0G7QkSdJXAgICWLhwITf/iXtbtmzJsGHDWLRoEV27dkWpVGJubs5ff/3Fu3fv2LFjB7Vr16JHj/j71NYWtGyp5vBhePECBg58AzxhUr3JnLhwD7tBy9nm4klgcBhA9CbUdoOWc/LifSbXn5IGdy79KJJdE/lbQkNDY2z2Ikm/srjqWtra2sZs1Lw5pv/8ce7cubi4uPDx40dev37Npk2bsLW1xcPDg1q1aqXNoCVJklKYEIKTJ08yd+5cTp48SdWqVWnZsiU5c+Zk0qRJMRt//gx9+8KuXST4CK1dO1i1ikBtbZo0acK1a9fQy6RHvz39YjVVaat48eEF9VfXj3FcX08fU1PTWO0lKTXJWFmSUpZKpWL79u3UqFGDZs2acenSJU6edGb48BEEBhZmx46axJ0fVrF2bSn8/CAkZAhPn97A0dFRxtySJCXakSNHovesaNy4cZKv9/HxYcmSJaxatYqgoCA6d+6Mj48fp05lRYg3ZM58lrp162JraxudR7h79y6bN29m69atrFt3HIWiFF8vXlYobjF5ci6GDMmGqWnseCOHUQ4Wt1jC1qtbcFh2gMlL96OrrU1YRARKhYLqBaozooUDSkWy5p5KP6lkR67xzYoUQvDq1avoei2SJCVdjhw5OHfuHJaWloSGhnLx4kWGDh2Ko6MjTk5OtGvXLr2HKEmSlCQfPnygQYMGXLt2jQoVKrBjxw7atGkTdzxx8SLqdu3Qev06/g719GDJEujVi8CgIJo0acKNGzc4efIkuXLlwtfXN9FjMzU1jfWgT5K+l4yVJSntGRsb4+zsTOXKlenQoQPHjx9n+fJlAAwZAo0a+fPxY9z1HnftAmPjP8mffxTW1tb07t2bOXPmyI33JElKkFqtZsSoETy494DhI4dzu/7tJD0k3r59O127dkVPT4/+/Qfg71+aVasiUCrt0Wj0qVIlnKlT/y0lsWnTJpYuXYqXlxdZsmTB3t6eIkV0adhQcPZsOBERm8ib9wQHDjhQtmy2WK937949VEpVnBMuwiKiaiNrhOD8swucf3YBkBMupH8lemM9pVIZHQx/2bggIUIIxo4dy+zZs79/lD8xuVGIlJDTp0/ToEEDMmXKhEKhoEqVKlw+f55jbm5Uq1YtvYcnSdIv4MqVK4yfOInZ/5uJlZVVkq4NCQnBxcWFtm3bIoRg6NCh2NnZUb9+/bjjiMhIQh0c0J41C1VC4Um5crBjB5QsSXBwMI0aNeLGjRscP35cbvghxZJWsZaMlVOPjJelpLp48SLh4eHUqVMn+tjbt28pXboWwcGrCAmxifdahSIYO7uDuLn1x9jYmIcPH5IpU6Y0GLUkST8iR0dHBg4cSIclHdgxdAcrV66kX7/YCdovhBCcOHGCDx8+YGRkxNq1azly5AidO3fGz28de/bEvmbp0uO0b2+Bubk5Y8eO5cGDB3Tt2hVbW1t0dXUBWLBgN6NGdaFXr04sXrwYAwODWP3cvHmTmjVrYmlpyZw5cxKd7JYTLn5uSYmzEp1ErlOnTnQwfPbsWfLly0eBAgVitVOpVGTNmpW6devSp08fVCpV0u8gFfj4+LBr1y4OHz7M/fv3+fvvv8maNSs1atRgzJgxVKlSJVH9uLm5YWMTf9Dh7p60HStlUCx9y9WrV8mTJw+WlpZEvHrFCW1tdujo0OvmTQoltoK+JElSMg0dOpSlS5cydOhQFi9enKhrPn78yIoVK1iyZAkfPnzg3r17FCtWLMFrhBBc7NKFGtu2fWtAMGcO/POBXqPRMHLkSDp06CATyFKc0irWkrFylJSOlUHGy1LyRUZGcu7cuehk8osXL7Cza8m9e21QqyciRPwPe6ysLjJy5Bvs7dsQEhKCj48PRYoUSaORS5L0I/D396dw0cIUtClIp5Wd2Np/K8/dnvP08VOMjGJu4hweHs727duZP38+t27dQltbm4iICEqVKoW9vT329vYcOVKYIUPieqXZbNqUm65du8Z6UO3n54eJiQmhoaEcO3aMFi1axDlWHx8fqlSpgrm5OWfOnIk1PunXlSpJ5K8plUqmTp3KlCk/ToHtcePGMWfOHAoXLkzt2rUxNzfn0aNH7N+/HyEE27dvp3379t/s50tgXLt27RhPtr/o3bs3efLkSfS4ZFAsJdbSYcOwXbKEL2njzU2b0tXFJV3HJEnSz02j0ZA7T17e+/piZmqKz6uXKJUJ10WbNm0af/75J5GRkfTo0YNRo0ZRuHDhBK/5EgzXrVmTPy5coHJcjbJlgw0boHlzAAIDA7lx4wY1atRI5t1Jv4r0iLVkrJxysTLIeFlKvo0bN9KzZ08OHDhA83/eP4KCgujWrRt79gRgZORMQIBOvNdXqybYtUvB1q1zcHBwYNKkSYwZMwYdnfivkSTp1zFp0iTmzpvLxCsTyZw7M59efWJWpVmMHT2WGTNmAFHx9IEDB+jSpQtBQUE0bdqU3377jfv379OxY0fKlCkT3d/Hj5AzJ7Hqt5uZRfD6tTZfTxwWQrB06VKmTJnCxYsXKVWqVLzjFEJQtWpV3rx5g4eHhyynJcWQpDhL/CL27Nkjzp49G+v42bNnhba2tsiaNasIDQ39Zj+urq4CEA4ODikyLj8/PwEIPz+/FOlP+kldviz8MmUSAqK/1CqVECdOpPfIJEn6iZ07d04AovHQ/wlAnD9/Ps52t27dEr6+vkIIIebOnSsmTZok3r59+83+Hz58KOzs7MTKlSuFEEKEhISI/fPnC3+FIsbvO2FjI8SrV9HXBQQEiFq1aglzc3MRGBiYAncq/cxkrJU4GTVWFkL+G0rJFxkZKVq1aiUMDQ3FjRs3Yhxfs2aNePAgVFhZxXzL+e9XlizhYtiwA2Ls2LFCS0tLlCxZMs6fFUmSfi3e3t5CN5OuqNmnprBfai9azW4l7Jfai5q9a4pMepnE7t27Rb169US+fPkEGAld3e5i1KjfY/Xj7+8vNmzYIGxsbISTk5P47bfYv4cqVBDixYt/r/nw4YNo0aKFAMSwYcMS9f589uxZcevWrZT8K5B+EkmJs36ZJHJCGjZsKABx+fLlb7aVSWQpzb17J4SRUZxRbUSmTOKP9u2FRqNJ71FKkvQTGjJkiMicPbeYeSlYZDbPJYYOHRp9TqPRiLNnzwpbW1sBiNmzZye6348fP4oRI0YILS0tYWJiIrS1tcW5c+fEu3fvhBBCvFu4MOr3nEolxKxZQqjV0dd+SSAbGRkJd3f3FLtX6eclY63vl56xshDy31D6PoGBgcLCwkLky5dP/P3337HOu7tfFdmz700wkQxqUbLkJnHqlKuoVq2aAGIkpSVJ+vU0adpEaOtqCYVSIQChq6stAKFQKoSWjpYABNQWhQufE7q6agFCeHr+e72Hh4fo1KmT0NPTEwqFQtSrV0+cPHlSHDv25QGWEEOGCHH1aszX9fLyEnnz5hVZsmQRBw4cSHCMGo1GbN26VURERKTC34D0s0hKnJX4LSN/Ytra2gBJ2kHz0aNHLFmyhODgYPLnz0+DBg3kbpVS6jAzg2nTYOTIWKe0QkPp7uTEspw5GbJoUdqPTZKkn4aPjw9v376NcWzX7j2UqtsalZYWJeu2wmnXbrp168bNmzdZsGABt27dolixYmzatAl7e/tEvc7NmzepW7cuISEh5MyZEx8fHwYMGED//v3JmzcvR44cwWz4cHj3Duzs4KvaqYGBgTRt2pTr16/LTfQkKQ3JWFn6kRkYGODs7EylSpVYu3YtEydO/M95LfT0RmJkdIqwsMWEh8dVp1zFvXtdadLkKOvXT2TKFBXlypVDCMHJkyfj3TDW29ubU6dOERAQgJGREfXq1ZObU0nST2DevHkcPXKUQnnN6NGiOnY2Fhjq6xIYHMYW55es21uIj+HtgSI8efL1dR+ZPfsThQsX5tq1a1y5coXJkyfTqVOn6N8NkZGwZw80bRq9BUgMZmZmWFhYsHz5cvLmzZvgOGfNmsWkSZMwMzOjYcOGKfg3IP2yUj+nnbG9ePFC6Orqihw5cgj1VzOd4vNldsV/v/T09MTcuXOT/PpyZoWUaL//Hu/0iEcgdi1blt4jlCTpB1anbr1Y721KlUoM3HxBzL4aLgZsOi+UKlWsNjZ16yWq/zt37gjx4YMIf/BAdOjQQejp6YnChQuLefPmCRMTE1GsWLGoNgl49uyZKF26tJyBLCWJjLW+T3rHykLIf0MpZbx69Sre1Xvv378XtWvXFlpalsLM7HOCs5JVqqfC3T1YCCHEhQsXBCDq1asnHj58GN2fp6ensGveXCiVSgGITLo6Ue+rSqVoYWcnLl26lCb3LElSyvPw8BAqpVI0qVVW3HeeIZ4enS3uHZwrlk3cK2pXeiyUysgEfod8Fv37jxRCCBEREZHoFcVv3rwR3bp1Ex8/fkz0OLds2SIAMW3atGTdp/TrSEqclayN9X4WERER1K9fn7Nnz7J582a6dOnyzWvu3LnDkSNHaNasGfny5ePz58+4uroyduxYfHx8cHR0pF+/fvFeHxYWRlhYWPT3/v7+5M2bV24UIn2bRgPdusHWrXGevgqEHDlCjcaN03ZckiT9FDZv3kz/AQNApU3zMYswL1QKfZMsZMlVILrNp9fPCfb7xLund3GeOxwiI3BcuZKuXbvG2++dO3cYNWoUocePcyJ7drSzZ+eDiwuzFy7E0NCQadOmYWdnx+bNmzExMYmzj8DAQCIjIzExMSEyMhKVKq5ZYpIUN7kpW/KlR6wMMl6WUteBAwd49OgRv//+e4zjERERDBs2jJ07j1G58j2OHo1/87xMmWDOnM9YWd3Fz8+PgQMH8ubNGyZOnEixYsXo2rULBXJlo2vzqjFmKB50vc5mZw+ev/7A9u07aN26dWrfriRJKax+vXo8e3iTwyuHEaHWY8WOauw4YsEnf/1EXb9hg5ru3RO/sufEiRN07twZhULB4cOHqVix4jevcXV1pVGjRnTq1In169fHuVJCkr6QG+slQmRkpOjcubMARJ8+fb67v1u3bgkdHR2RPXt2ERkZGW87BweHOGdnyJkVUqKEhwvRqFG8UyNelSolRFhYeo9SkqQf1J07d0SJkqWErp6+aDd9nZh9NVx0X3pQmBcqJrovdRazr4aLttPWCl09fVGyVOkEZw6/e/dODBgwQOgolWJxliwi8uvN8oYNE0IIsXr1ajF9+vQE3ze/1EBu2LBhSt+u9IuQs1iTJ71iZSFkvCylrmnTpglA7N69O87zr1+/FpGRQjg4BAmlUvONWsmOYuxYB/Hp0ycxduxYoVKphJaWSthal4ueofjfr/vOM4StdTmho6MtZyRL0g/mxYsXQqlUiplDWopzm5aLYgXefuN3ROyvAQMS91oRERFi/PjxQqFQiIYNG8ZZ0z0+w4cPFw0aNBDh4eHJvFPpVyJnIn+DEILevXuzfv16OnfuzKZNm1Aqld/dr7W1NefOnePBgwcUK1YszjZyZoX03QIDoW5duHw5ztP+zZsTsW4d2czM0nhgkiT9DIKCgujduzc7duxg7OEnbBjclHdPH2BeqDg9lh1mTtPC2Nvbs3btWvT1459x0b9/f07+9Rens2Yl34sXsRs4O0OzZgmO5esayMeOHaNatWrfe3vSL0jORE669IyVQcbLUuoSQtCxY0cOHDjAuXPnsLS0jLNdx44dcXNTEBa2kY8ftRPo8QqlSzuwa9c8evfqxfvXT3FeNhgd7fhnGoZHqGk+eDkFi5fj2LFj33lHkiSllQ0bNtCzZ0/+mrOaoX/Y4/vJMFHXGRqG0qdPJnr0gLJlE/daly5dolatWkyfPp3Ro0cn6n1YCIFCoUAIQWhoKHp6eol7MemXlpRY+fujwR+MRqOhV69erF+/Hnt7ezZu3JgiQTEQvVlIcHBwvG10dXUxNjaO8SVJSWJoCC4uULRonKeNnZ05YWFBaGhoGg9MkqSfgYGBAdbW1qi0tLjrepD3zx5iv9Se988ectfNGZWWFtbW1rESyEII9u3bx+7duwGYMWMGq7ZvJ/jNmzhfR3TvDq9fxzsOmUCWpPSR3rEyyHhZSl0KhYL169dTtmxZ7Ozs8PHxibPdrFmzMDO7TWhoaYoX/5hAj1bcu7eNChXGc9HdnW521RJMIAPoaGvR1a4qx48fx93d/TvuRpKktBQQEIC2Vjt6Tun+zQSyUqmhTqXHaGn9xrRpa1mwIHEJ5DNnzhAZGUnlypV59uwZY8eOTdT7cGBgINbW1jg7O6NQKGQCWUoViS/E8h+BgYGsW7eOGzdu4OPjQ0RERKw2CoWCU6dOfdcAU5JGo6F3795s2LCB3377jS1btqRYXUW1Ws3Vq1dRKBRyx10p9ZmZwbFjUL06/P13rNMdXr9mXYUK9LhzJ8U++EmS9Ovw8vIie8ESnF43E6vfrKjSqQqPzj/i9NoZmBcsjpeXV4z2165dY8SIEZw5c4auXbvStm1bzMzMMMublz/Kl2f9rVso//NgS1GhAiTw++nw4cPcuHFDJpClH5aMlWOSsbKUkejp6bF//366d+9OeHh4nG0KFCjAhQsX6NatG3v35qR69QtcvGgVZ1uNJjNhYXuBvtjZ5E3UGFrYWDB56X75PidJPwgh4Pz5qkSoBxOhjj+GzZ/rI+0a3qR1/dsY6n+gXGsnsmT59r5FoaGhjB49mmXLlrFz507at29Prly5EjU2tVqNvb09N27ckO+xUqpKVhLZy8uLxo0b8/HjRxKqhpGRind/mVWxceNG2rVrx9atWxMMin19ffH19cXU1DR61gSAu7s7VatWjXFvarWa0aNH8+LFCxo3bkzWrFlT9V4kCYCCBeHIEbC2hoCAWKd73b/PpoYN6XbyZDoMTpKkH5mH5yWC/P0IDfTDdqItALYTbbm2739oaetx6fIVICpJNnToUDZu3EiJEiU4cuQI+fPnp3v37qxatYpy5cqx8dIljrdrR8N/ZigLLS0Us2bBqFFxJpHVajVaWlq0b9+e2rVrkz179rS7cUlKITJWlrGylPHlzJkzupREYGAg+vr6sSZfGBoasmvXLmbMmIGBgRtDhljRu7cgKCj2z66ubiiayDMY6vdK1Osb6uuiraUiKCjo+29GkqRUFREBgwbBrl2V421TvMA7pg06QaUyL/nyFrjN5ToKoGbNmgn2//DhQzp06MCdO3dYunQp7dq1S/TYhBAMHTqUI0eO4OLiQvny5RN9rSQlVbKSyEOGDOHTp0/88ccf2NvbkzNnzgy/U/r06dPZuHEjhoaGFCtWjJkzZ8Zq07JlSywsLABYtmwZ06ZNw8HBgalTp0a3sbe3R6FQUL16dXLnzs3nz585e/YsDx48IF++fDg6OqbRHUkSYGEBBw5A48YQxyyKjqdOcWXmTKwmTUr7sUmS9EMKDQ3l7p3boID6I+qTOXdmALLkyULdwTacXHSS2+9fR9dZe/XqFUuXLqVv376sWrWKVq1akT9/ft68eYOpqSmGhobU2rSJD76+ZHv5EsVff0HluAPwwMBAbG1t6dChAwMGDJAJZOmHJWNlGStLP46wsDCqVatGy5YtmTFjRqzzSqUSBweH6O8fPdrLpk12PHkSs05y69b72b79MYHBYRjq637zdQODw4hQR2JgYPD9NyFJUqrx84N27eDEifjb1LZ6wpLxBzAy+PczeXiEms0HPWjYqCFF4ylFCfDgwQOsrKzImTMnHh4eVKhQIUnjW758OStXrmTt2rU0atQoSddKUlIlK4l87do1OnTowOjRo1N6PKnm+fPnQNQH1P/9739xtilQoEB0YByfAQMGcPToUdzc3PD19UVLS4siRYowceJERo0aRZYsWVJ45JL0DTY2sGULokMHFP+Z7aQNlJwyhQ9WVmRr/O0lNJIkSZ6enqBQoJ9Zj3pD68U4V29YPS5uvEjI5xDc3d2xsbHh+PHjvH79mubNm3Ps2DEGDx7MnDlz2LVrF6NGjeLcuXOULFkSvX37omYex1Pb9OsayH/88Uda3KokpRoZK8tYWfpx6Orq0qlTJ8aPH0/JkiXp2LFjvG0DAwNZv/53AgNHY2NzCVfXqFn4Xbt60769Cdu3w0HX63S0rfLN1z3geh2ASpUqpch9SJKU8p4/B1tbuHs3/jadml3FYcAJtFT/fhYPj1Azcq4TL958YNuu2A9l4d/Vd18e3Pbs2RMjI6Mkj7F58+YA9OqVuFUQkvQ9FCKhNXbxyJMnD+3atWPhwoWpMaZfitwxXEoxS5fC0KFxngrIlIm3e/ZQpGnTNB6UJEk/Eo1Gg4WFBbdu3aLdgnaUql+Kh2ceEhoYSibDTBSrXYy7J+6y6/ddHDxwkOaGhrBsGbvatGHY77+zYcMGbGxsGDlyJMuXL6dnz54sX76cTJkyJfi6chM9KTWlR6wlY+WUJeNlKbUJIejevTs7d+7E1dU1wfehd+/e0bZtW9zdPWjb9iyfP1fm0CElXl6XqFq1CkXyZsd5+eAEN9cLj1DTbOAynrx6y5UrXlSsWDE1bkuSpO/g6Ql2dvDuXXwtNJhlmcqQTrdoWdcCQ31dAoPDOOB6nS3OHjx//YEdO3bSqlWrWFfeunWLDh06MHfuXGxtbZM1vqtXr1KgQAFZIkr6bkmJs5I1E7l169acPn0ajUYjN+2SpIxiyBB48wZmz451yig0lE92djw7e5aC1aunw+AkSfoR3Lt3j3v375E1b1buHrvL7t93IzQCXV1twsIiUCgVlG5Yiux5svJp0CDEq1cohKBdiRI0fvCAoKAg6taty6VLl3B0dKRv376Jqvk6fvx4mUCWfioyVpakH4tCoWD16tU8ffqU1q1b8+jRIwwNDeNsa25uzsmTJxk6dCirVlVj7dr1qFQ9uHr1KkLAc58PjPpzF/NHt4szkRweoWbEnJ08efWOpE/nkiQpLezaBV27wn/2hY6mrw/Tpz/h3NkbTF1xiCnL9qOjrSI8IhKlUold8+ZsdZoYa6WBEILVq1czfPhwihYtSqFChZI1vgcPHtCgQQNatWrF2rVrk9WHJCVHsmYiBwYGUrduXQoXLsy8efPInTt3aoztlyBnVkgpSgjo1Qs2bIjz9E2FgtyPH5MtmW9WkiT93O7fv0/JkiVRaSkpmMeM7s2rYWfz78yKg67XObH3PLN8fInxOEqhgJMneVawIC1atGDVqlVJSgZ//vyZp0+fyplYUqpIj1hLxsopS8bLUlp5//49np6eNGvWLFHtt27dSosWLTAyMsLLywsrKyumNZzG/07NpEDubHRpUZUW/7yPzl5bnaCQC1y5tYTnPh8oblaCW3/f4vTp09jY2KTynUmSlBhCwB9/wIQJ8bfJlQucneFL2Ort7c3p06fx9/fH2NiYunXrki9fvljX+fv707t3b3bt2sWAAQOYP38+enp6SR7ju3fvqFatGrq6uly4cEGWiZK+W1LirGQlkSGq1lu9evXw8/Mjc+bMmJiYxO5coeDJkyfJ6f6XIYNiKcWp1QTWr4/hmTNxnj6rpUWl9+/Ry5w5bcclSVKG5uTkRNasWWncqBENa5Rm4Zj2sWZQGZy5SbbFe1EFh8W6XpMjB8pbt9BkzZqomZeBgYH069eP6dOnU7hw4RS7D0n6r/SKtWSsnHJkvCylNSEEu3btok2bNonaFPPRo0e0atWKO3fu4NrflUgRyfwz8zn24BgaoUGl7EikZhsABbPuZWXrzGiroN6qenh5eVGuXDlUKlWiVu9IkpQ6wsNhwABYvz7+NuXLw6FDkCdPzONXrlxh/MRJzP7fTKysrOK8NjAwkPr16/P777/Ttm3bZI0xODgYGxsbXrx4gYeHBwUKFEhWP5L0taTEWclaX3fq1Clq1KjB58+f0dLSQl9fHyFErC+NRpOsG5Ak6TtoaWF4+DB/x/OGYq1W4160KOrw8DjPS5L06/Hy8qJDhw6MGjWSQnnNYyWQFaHhmC7cg/ns7XEmkAGUf/8NK1cmOoFsa2uLs7Mz79+/T7H7kKSMQsbKkvRju3HjBvb29owfPz5R7bW0tAj9Z927+wt3KuauyLaO27g67CoGOlWI1KyObvvsY2smH7PGNyhqBqIQgk6dOvH777/L3wmSlE4+fYImTRJOINvawrlzsRPIAJs3b+bk8WNs2bIlxnGNRsPChQujS+S4u7snO4EM4Orqyr1793BxcZEJZCldJKsm8tixYxFCsGPHDtq2bStrvUlSRqOvT/bLl/EuUIB8QUGxTtf19eVu06aUOnEiahm6JEm/LI1Gw8CBAylWrBi3b99h+iC7GAlknSevMZu9A51X8Sd7I1UqVHPmwIgR33y9Lwnka9eucezYMapWrZoi9yFJGYmMlSXpx2ZhYcH8+fMZMWIEJUuWpEePHgm2L1iwIBs2bMDa2pqJRyYSGhHKsFrDePzhHUHhGwGDGO0vv9Ri2AELICr5XKtWLYYMGcKHDx9Yu3YtWlrJ+pguSVIyPH0alSC+fz/+NrVr3+DAgfLEtTBBo9Gwa/ceVNo6OO3azcKFC1Eqlbx//57u3btz+PBhdHR0KFq06HevNrC1teXp06eYmpp+Vz+SlFzJimjv3r1L586dad++vQyKJSmDUpiaouvqypt4fkZLnTrFgx49SGZFG0mSfhLr16/n0qVLtGrVCo1Gg52NRfQ5gzM3yTV8RYIJ5A9Zs6Ly9IRRo+AbMYEQgjZt2kQnkOUmetLPSsbKkvTjGzZsGH379qVfv36ciadM3NcMDKISxU1LNGXemXkcf3icGSefASXibN+s5AVATceOHfH392fr1q1s27aNNm3aEBISkoJ3IklSfC5ehCpVEkogR1K48GJOny4bZwI5qo+L/P3mNQ0GOPD3m9e4u7vj5uaGhYUFly5d4vDhwwwaNOi7xrl48WKmTp2KEEImkKV0layo1szMLFkFwCVJSlvZK1VC/+xZiKMOI0DxTZtYXa2aTCRL0i8qODiY8ePH07VrV3LmzEkmXR0M9XUB0H7+FtP5u1BERMZ7/RalAqexY8HSMlGvp1AoGD58uEwgSz89GStL0o9PoVCwbNkyatasydq1a7/ZXq1Wk0k3Ey73XQiOCMZ+mz033w6icKXtaOn8N9ZeztpLDcikm4mGDRsyceJETp48yZ49ezhx4gTrE1pTL0lSitixA+rWBV/fuM9ra4eio9OOo0dtE3wg7OTkRObsuanZeQSZzXOxZcsWWrZsSfHixblx4wZNmjT5rnHu3buXESNGEBwcLOumS+kuWetkOnXqxK5duwgJCUnxAPnu3bssW7aMy5cv8/nzZyIjY394lZuQSFLimdSogWb/fjQNGqClVsc638vTkyUNGzLsxIl0GJ0kSelJX1+fAwcOULhwYQ4fPkxoWDiBwWEY6utisuccyvDYvzMANPq6+PSxpevivWwwN//m6wQGBrJmzRqGDRv23YG0JP0IZKwsST8HbW1t9u/fj76+/jfbjh0/gdCw0P8cFTQakh+VtprNw9X4vdUDvICRAISGhfLk2XO2bNlCr169eP78Oa6urlSqVAmISkzL0haSlPL++AMSKnmeK5cGU9O+9OhhTZEiRaKP+/j48Pbt2xhtd+3eQ6m6rVFpaVGybisOHNzHqlWrKFSoEH///Td///032bNnJ3fu3Ekep7u7O506daJdu3b88ccfSb5eklJasmYiT506lTJlytCoUSPOnz9PYGBgigzmzJkzWFpa4ujoyI0bNwgNDZWbkEhSCgisWJGBJibENZ9QC+hz8iTLO3dO62FJkpSO3r59i0ajoXr16mTPnp169eqhVCo56HodZUAwBmduxHldWLE8+CwbwiaNBqVSSd26dRN8nS81kB0cHGRSS/plyFhZkn4exsbGaGlpce7cOTp27Ig6jkkZAD26dUVPXx9dA2Paz9jA4G2ejD54j7xlKpGrOAzfpUXZ+n50WaBF+xmr0DUwRkdXl25dOtO5c2dOnjzJ3bt3CQgIQKlUcuzYMcqVK8ezZ8/S+I4l6eeX0ByIMmXCuHxZydWrGxgyZEiMc527dsPS0jLG17t3b7FoYg+ARRN73r17S4cOHahcuXJ0my7duid5jE+fPsXOzg4rKys2bdoky2NJGUKyHmt+mVEhhKB27drxtlMoFPG+ycZl3LhxqNVq1q5dS7du3VDFV3RGkqQkMTY2xn7XLgbVrYtjHOf1gQ7btrG3ZElaT5yY1sOTJCmNRUZG0qxZM8qVK8e6desAyJcvH82aNWPD/ov0CQ6NcxZyoHVZ3o9uTziwxdkDu+bNyZcvX7yv8/UmekePHqVo0aKpdUuSlKHIWFmSfj7h4eE4OTlhamrKkiVLYp3v2rUroaGhDBg4kH0zB9Jy4jIqNusSfT6TIXScq4+X8xUOzBpCpDocTWQkx44do1WrVtSqVYsnT55gaGiIRqMhLExFeHg4NWrU4Pjx45QpUyYtb1eSflrv3r0jPHwv48b157+Te62tP9GkyVZevLAiV67Ypdd6dOuKp4c7qLRpPmYR5oVKoW+ShSy5CgCQr2xlfj9wj2C/T7x7ehfnucMhMoLuXbvE6utbsmfPTocOHZg6dSqZMmVKxp1KUspTiGQUQ61Tp06ia7G4uromul99fX3atGnDli1bkjqkH5a/vz8mJib4+flhbGyc3sORfnIjR44k6+LFTIpnhtIbbW1yPnsGyVhqI0nSj2PVqlX079+fCxcuUL169ejjixYtYtSIEXhn0iF3aHis616tGUFQjqyMnOvESc/7nD9/IXrJ7X8FBQXRtGnT6ATy168jSWkpPWItGSunLBkvSxmFo6MjAwYMYMWKFQwYMCDGOSEE1apW48kDH0xNCnDf+zzjj73A2CxndBv/92+Y3Sg/JfPX4v3nZ2Q21ePvt2/Inj07O3fuxPKfPQYGDz7O8uWlGDHiCqdPT8Xb2xsXFxe5n4AkfadLly7Rpk0bIiIiuHnzNoMGmbJ7d9S5kSOhVSt3rK1rMGfOHEaPHh1nH3fv3qVN23Y8e/4cu/FLYzws+sLLeTPOfwylUMGC7N7lRKlSpRI9xpCQEF69eiUnX0hpJilxVrKSyKkle/bsdO7cmfnz56f3UNKMDIqltBQaGoplxYqsVqmocft2rPNqYHPTppj07EmbNm3SfoCSJKU6X19fihUrRsuWLWNs3KPRaKKW3H34wNqXL2NdF1imAItsLNi47wLPXn9g165dtG7dOt7XUavVDBgwgB49esgEspSufqZY61eMleHn+jeUfnzDhg1j+fLlHDlyhAYNGkQfDwsLo1DBwrx+4wOAQqli2oVPaOtmIiwoAF0DIyLCQnGokQWhiSoylztXHo4dP0q3bt149eoVz5494+1bPSpUEHz+rADU1KlzkoiIWfj7f+b69etySbskJdO6desYOHAgFSpUYM+ePeTOnZubNx9RseIHKlV6iKtreypUqICxsTEXL15McLVPUFAQvXv3ZseOHfE+LLK3t2ft2rWJqqn+hUajoUOHDly4cIEnT57IGchSmkhKnJWhqvTb2tpy7ty59B6GJP20MmXKhKubG2ZZskC7dnDgwL8n9fTY3Lgxvfbtg8OH2bJlC51lnWRJ+umMHz8eIQRz5syJcXzPnj1cv36dXaVLx3ld99vP2XfHmwI5yqPRvMfAwCDOdoGBgdy/fx8rKyvWrFmT4uOXpF+ZjJUlKf3Nnz+foKAgzP9TVFVXVxcPT3fev3/P9OnTuXL/GUITyW6H3ng5b8bSrht2YxeTs0gpPr18jImJCRs2rqd06dJcvHiRu3fvolLp0aaNms+fv3xM18LNrTG5cmVn/34TlEolERERaGtrp/2NS9IPbMuWLfTu3Zu+ffuyZMkSdHV1CQwMxN6+JYULC44d82Dq1Kk8ffqUa9eufbNclIGBAdbW1uzavRs94ywA0Q+L9IyzoNLSwtraOkkJZICxY8eye/du9u7dKxPIUob03Y8xfXx8OHz4MNu3b8fFxQUfH59k9zV37lz8/PwYOnQowcHB3zs0SZLiYG5ujkJbm1O9e+NfrlzUwaxZ4dQpuu/eTf369QHo0qULe/fuTceRSpKUGipVqsSiRYswMzOLcdzZ2ZlO1tYUvHMn1jUfdQwxqPc/HHq4Mrz9TgrmqoDDFAf+u5jpSw3k5s2bExISkqr3IUk/ChkrS9LPRUtLi7Vr11K+fHlCQ0P5/Plz9Lm8efNSsWJFnj1/gba+MSu7Vufuqd2MGDGCuyd34di1Ojr6xhQoWIgcOXLQunVrXFxc0NHRwcLCgtGj4erV2PO8Xr+uQJs2BTl1Kphq1aqxcuXKNLxjSfrxCAEvXhC970Dbtm1xcnJi1apV6OrqIoSgZ8+eeHt7s3//HlQqFVu3bsXBwSFRpSfCwsJwcnIiZ5HS0Q+LptbKxu6pfRAaDTkKl8LLyytJY16xYgXz5s1j4cKFtGzZMjm3LUmpLtnlLJ4+fUr//v05depUrHP16tVjxYoVFClSJME+4trR/fPnz9y4cQMDAwOKFi2KiYlJ7EErFHG+7o9ILs+T0sOXjX78nj/nSokSaC9ezKZLl7h06RJz586latWq3Lt3DyEELi4uNG7cOL2HLElSKhNC8KB9e0p8KQz3lUtVhnCp2tDo7+89P8eK/T05evQojRo1AmJvoidLWEgZRXrFWjJWTjkyXpYyKjs7OwICAjh27Bg6OjpAVPk4IyMj1Go1JUuVjq6H+qWO6v17d9HS0uLNmzf06tWLQ4cOsWPHDlq2bEeLFnDkSPyvp1JpqFhxJ5cvd2TatGlMnjw50fXXJelXERYGvXrBoUMRGBs3xMVlCWXLlo3R5suquc2bN0eXZ/v48SNGRkaJmunv4ODA/2bNJm/ZKoT6f8DvzQv69+uH46pVZM5ZAF2jLBiLIG5cv5aoMX/+/JnChQvTtWtXFi5cmPSblqTvkOo1kV+9ekWlSpV4+/YtJUuWxNramhw5cvD27VvOnTvHnTt3yJ49O5cuXSJv3rzx9pPcek4KhYLIyMhkXZvRyKBYSi9Pnz6lfPnytG/fnnXr1rFx40Z69OjBH3/8weDBg7l79y41a9akSJEi3LhxAy2tDFX9RpKkJFq5ciXXrl3D0dExxvtvWFgYV65cobqVFR+NjMgWERHjukiFkj9arMFfP1v0MSEEG48Mo1CxnLh7uBMUFCQTyFKGlR6xloyVU5aMl6WM6ty5c9SrV4/u3buzatUqFAoFnz59okGjxpQrU5ply5bFWM4eFBTE4MGDuX33HieOHcXIyIg5c+bQp08fzMzM0GhgzhyYNEmg0cSfHM6f/xovXtRlyJAuLFq0SNZJlqR/+PpCq1aC8+ejfn709F5w7ZoexYubx2r7/v17zMzM2L59O3Xq1CFnzpyx2sTlxo0bWFpaIgRoNJEJPiwKCAhIdFmKp0+fkj9//m+W0pCklJakOEskQ69evYRCoRBr1qyJ8/zatWuFUqkUvXv3Tk73vxQ/Pz8BCD8/v/QeivQLWrdunQDEvn37hBBCTJkyRQBix44dQggh5s2bJywtLYWfn594/PhxOo5UkqTv8fbtW2FiYhLn+/KyZcuEUqkUPgsWCBG1+i/G124QxPOVO1ceERoaKh48eCCKFCkiLly4kA53J0kJS49YS8bKKUvGy1JGtmHDBgGIhQsXRh+LjIxM8Jq4zvv4+Ihu3bqJz58/Czc3IXLmjPNtOfrL0PCtUCorCzc3t5S+JUn6Id2/L0ShQpGxflbq1BEiLCyqzYsXL8SQIUNEcHCwEEIILy8voVKpxP/+979EvUZERISoWLGiKFmypKhoVUn06NFDBAUFxWgTGBgounfvLqwqVxGfPn1KsL9nz56JPn36xOpDktJSUuKsZM1Ezps3L5aWluzfvz/eNi1btuTKlSu8evUqqd3/UuTMCik9CSFo1aoVf//9N+7u7gB069YNJycnTp8+TUhICI0bN6ZIkSL4+vhw8tw5ypcvn86jliQpqXr06MGBAwd4+PAhpqam0ceDg4MpXLgwDRo0YPOLF3D2bKxrH61cSUDlynH2a2hoSO7cuTEwMECtVssVC1KGlB6xloyVU5aMl6WMbuzYscybN4/bt29TsmTJGOeOHDnCiFEjWLRgUYIl4i5evIitrS25cuXC2dkZA4NCdOoECVWmUanULF6sxcCBEBERHl1SQ5J+Rd27w6ZNcZ/r3RuWLg2lZs2a+Pr6cuXKFYyNjalUqRIKhYLLly8nqozFhg0b6N27Nx4eHlhaWia4CkCj0SR4/tOnT9SoUYOwsDA8PDxi7VciSWklKXFWsta9vHv3jtLx7N7+RenSpXn//n2S+q1bty6bN29OsM327dvjrA8nSVLSKRQK1q1bx4kTJ1AoFCgUCtasWUPfvn0pVKgQ9erVY9WqVRjdv49XQAAjKlXiwYMH0dd7e3szYsQIsufIzsiRI/H29k7Hu5EkKS4XLlxg48aNzJ49O0YCGWDZsmX4+vryv44d40wgh+bPT0ClSnH2GxISQpcuXejYsSOATCBL0ldkrCxJv5ZZs2bh4uISK4GsVqsZMWoED+49YPjI4dGbfMWlevXqeHh4EBYWRpUqVXj8+ALHjsHUqRBf2ePISC0GD4YKFR5gbd0sxiZ/kvQrcXNzY9YsPywtY58zNoZ27QQDBw7kzp077N27F1NTU2bPns3du3fZsGFDohLIAF27dsXNzY1KlSp9s4xMQufDwsJo1aoVb9++5ciRIzKBLP0wkpVENjMz404cu7d/7e7du0n+QXBzc+P58+cJtvH29ubMmTNJ6leSpPhly5YNIyMjnj59irOzM7q6uixZsoQcOXLw999/00Zfn/Pa2uQD9kRE0Kl8efbt20cLOzsKFizIokWL+PzxAwsXLqRgwYK0bNGCy5cvp/dtSZL0j4sXL1KlShV69+4d47ifnx9z5syhd+/e5D10KM5rx754gaWVFZaWlrG+atasyZXLV+jWrVta3IYk/VBkrCxJvxaVShU9y3jr1q28e/cOgLVr1/Lw/kPsl9rz8P5D1q1bl2A/xYsXx9PTk1KlStG0aVP8/T/h4ADHj0NCvy5u3CjO5csrqFy5D2/evEmx+5KkjE4IwZw5c6hXrx7r1i3h4EHIk+ff8/nzw8WL8OzZajZs2ICjoyMVK1bkw4cP/Pnnn4wbN44KFSp883UiIyO5du0aKpWKWrVqfdeYNRoNPXv2xMPDg4MHD1KsWLHv6k+S0lKyksiNGjXC2dk53jfB9evX4+zsnOByneQKCgpK9FMiSZISb8GCBdjb2/PkyRMg6g3ZsUYNDDp2ROefjbayAPvDwhjRpjX3b11m+iA7bu6dyn3nmdzcO5Xpg+y4d/MSNWvWYO/evel4N5IkfTF69GjOnj0ba5MOpVLJwIEDmTx8OMQxszFSS5d2PZxx7e8a59eqNqvQCA0FChRImxuRpB+IjJUl6df0+fNnfv/9d1q3bs379++Z4jCFSh0qUaVTFax+s2LylMkEBAQk2Ee2bNk4ceIEhw8fJkuWLKjVaurW1XD9Olhbx3+dRlOER4+2UK7cUp48eZqyNyZJGVBAQADt27dn3LhxjB8/ngkTJpArF7i4gKEhVKkCnp5QunTUpnWDBg2KnvyQLVs2PD09mTRpUqJea9myZVSqVIlnz55997gVCgUFCxZky5Yt1KhR47v7k6S0lKyayC9fvsTKygpfX19KlSpF7dq1yZ49O2/fvuXs2bPcuXMHU1NTrly5kuCO00CM5e8FChRg+PDhDB8+PFa7yMhIXr16Rd++fRFCcP/+/aQOO0OSNd6kjCIgIAALCwuyZ8/O2bNn0XJzgwYN4mzrradL2LqRaGWN/X82PELNqD93ccLjHufPX6BSPEvhJUlKXW/fvmXPnj307ds34VITjo4wYECsw2EVOxPcckm8l914fQMbRxu8vLyoWLFiSgxZklJFesRaMlZOWTJeln4kHh4e1KlTh2LFivHg0QMmXJ5A5tyZ+fTqE7Mrz2bM72OYMWNGovsbMmQI7969Y+PGjWhr6zFlCsyenfA1BQqc49atWhgafufNSFIGFRYWRqVKlXj+/DmbNm2iVatWMc5fvgxlykCmTALFP/VghIj689mzZ6latWqia4g/ffqUsmXL0qNHD5YtW/Zd4/bx8SF37tzf1YckpbSkxFnJSiIDPH78mH79+uHq6hrrnI2NDStXrkzUtHylUhn9Q50YQgj+/PNPRo0alaTxZlQyKJYykgsXLmBtbc2MGTOYMHYsdOgAu3fHahdYqTi+EzsiMsX9xhseocZuyHJKla/CvgQ2FZIkKfV069YNFxcXHj58SNasWWOcmzZtGvr6+oz+/XewsICbN2Nd79/flchc8W+kKZPI0o8ivWItGSunHBkvSz+apUuXMmz4MOqPqI/tRNvo4y4zXTi38hyPHj4iz9dr7hOwZ88eunTpQtmyZTlw4AA5cuTg8GHo0gU+foz/upIl4a+/IrCwkCsTpJ/T6tWrsba2pkSJEnGej4iIoGnTpnTt2pUuXboAcOfOHSpWrMisWbMS9T4phKB+/fo8efKEW7duYWRklOzxHjlyhJYtW3LixAmsE1pWIElpLE2SyF+8evWKa9eu4e/vj7GxMRYWFt+cUfG17t27o1AoEEKwefNmypcvj4WFRax2KpWKrFmzUrdu3VRZ+pdeZFAsZTQTJ05kxYoVPH/+HBNdXWjSBNzcos9fL5UPkz/7wn+Wxv/XNhdPHJYf5NmzZ+TLly+VRy1J0tfOnTuHtbU1a9asiVUL2cfHhyJFijBmzBimNWwINWvGul6dx5KAvicSfA2ZRJZ+FOkda8lY+ful97+hJCVV125d2eeyj0lXJ5HJKFP08dCAUGZZzaJV01Zs3Lgx0f1duXKF5s2bo6Ojw6FDhyhbtiwvX8Jvv4G7e/zXKRTBDB/+kAULLJJ/M5KUQZw8qWHYsLvY27swadLYb7YfMWIEy5Ytw9XVlZo1a6JWq6levToBAQFcu3aNTJkyfbOPDRs20LNnT44fP06DeFbpJsb169epVasWNjY27N27V25ILWUoaZpETkkFChRg5MiRDB06NL2HkmZkUCxlNOHh4bx69YpChQpFHfDzQ9SujeLGDWYCLfY4YGjw7TfcwOAwyrWeyoYNG+jevXtqDlmSpK9ERERQsWJFDAwMuHjxYqydoQcMGMDOnTt59uwZJgMHwl9/xeojqPUKwi06JPg6Moks/Sh+pljrV4yV4ef6N5R+flevXsXKyoq289tSo3vseqcXNlxg9++78fLyStSGXl+8fPkSOzs7atSoEb2kPiICxo+H+fMTvrZ27cccPlwEff0k3YokZRhLlwYxbJguQmhRqdJ1PD0tSGiRzl9//UWnTp1YunQpgwcPBmDu3LmMHz+eCxcuULVq1US97qdPn9i/fz89evRI9ti9vb2pWrUquXPnxs3NDQMDg2T3JUmpISlxVrI21lOpVN+s4zRnzpwkP115/vz5LxcUS1JGo6OjQ6FChQgKCmL37t1gYoLiyBEOtGjBDG1VohLIAIb6umhrqXjx4kUqj1iSpK85OTlx584dVqxYESuB/PTpU9auXcu4ceMwCQuDXbtiXR+ha0x46ZZpNFpJ+jnJWFmSfk1CCEb9PoocxXJQtXPcSaqqXaqSvWh2Rv0+iqTM58qbNy/nzp1jwYIFQFTJHC0twbx5sH8/ZM4c/7VnzhShSBFfHjxIws1IUgag0UDv3u8YOtQAIaLeMy9ftkjwwcnNmzfp3bs3Xbp0YdCgQUDUqqApU6YwYsSIRCWQhRD4+vqSJUuW70ogAwwfPhxdXV2cnZ1lAln64SUriSyESNQbXlInOdva2jJ//ny8vLySfK0kSSlr+/bttGvXjpMnT0LOnFyzsCA8IpLA4LBEXR8YHEaEOlL+LEtSGrO3t+fChQtxzg7etWsXpqamUTMy1q+PmsL0H29KNAHtxD0skiQpbjJWlqRf04MHD3BzdaNqt6qotOIu/abSUlGtezVcT7vy8OFDLl++TFBQUKL6NzQ0REdHh5cvX1KuXDkGDx6MWq2mRQu4ehWsrOK/9s0bUywtNezYkZw7k6S0FxIStUXPunXmsc6NGQP79sV9nbm5OV27dsXR0TF6T4E8efLg5OSU6E0tt23bRtGiRfHx8Un2+L9YvXo1x48fJ0eOHN/dlySlt1QrxPL+/Xv09PSSdM3x48c5cuQICoUCY2NjrK2tqVOnDjY2NnHWfpMkKfX07NmTHTt20KNHD27evEmlSpUAOOh6nY62VeK8JtPNpyhCwgmpVIwDrtcB0NXVTashS9Iv7/79+5QoUYJq1arFeX7s2LF069YNfV1dcHSMs83rUs0pnpqDlCQJkLGyJP2Mihcvjk1dGzw2eVCzd804E8mR6kgurr9I3Xp1yZEjByVLlkSpVFKuXDmqVKlC1apVad++fYK/H/LmzcvixYsZOHAgT548YefOnRQsaML58zB6NCxdGvd1QUFK7O3hzBnBwoUKElESVpJSjbe3N6dOnSIgIAAjIyPq1asXvZeOj4+apk0juHkz7p8DIeDQIWjV6t9jkZGRfP78mRw5cuD4VZz75MkTChcujJ2dXaLG9fbtW4YNG0aTJk3InTt3nOP29fVNsA8hBKtXr6Zly5aULl2aokWLJuq1JSmjS3QSefPmzTG+v379eqxjEPWD++rVKzZs2ECZMmWSNJjPnz9z7tw5Tp8+jZubG4cPH8bZ2RmFQkHmzJmxtrbGxsaGOnXqUK5cuST1LUlS0iiVSjZs2EDZsmUZPHgwo0aNQqGADfsv0LahJTrasX99ZNlwjEz3vAnLY0pIYCh6wIQJE7hx4wbr1q2Ty3ckKRWdOXOGOnXq4ObmRu3atWOdv3r1KhUqVIiaBXHoEMRRauYIoGcSO1iWJOnbZKwsSZJCoWD+vPlYWlrisdUjzprIHls8ePfkHUd3HcXQ0JDr16/j4eGBh4cHZ86cYcOGDXToELUvwcSJE9HS0qJq1apUrlyZbNmyRffTp08fChUqRNu2balevTouLi4UKFCAJUugVi3o1QsCAuIep6OjAk9PDbt2KSlcOHH3duTIEUaMGsGiBYt+us07pbR16dIl/jdzJodcXNBoNGTS1SE0LBylUknzZs1oajuGYcMKExoa/8zdyZNh2rSYx6ZNm8amTZu4e/du9OfOx48fU65cOZYvX57oshSDBw9GqVSyePHiWOe8vb0pWaIkwSHBiepr9erV6Ovpc+/+PbnZvPRTSPTGekqlMnopQEK+dKenp8eePXu+6w3G39+fs2fP4ubmhqurKzdv3kSj0aBQKFCr1cnuNyORG4VIGd2XTQm2bNlCly5d0FJp0aB6CRaO+S1GIln37gtyjYw5s/E94JI3LysVCtzu32fz5s1YWFhQpUrcM5klSUqeiIgIKlSogImJCefOnYtVC9nLywsrKysOHDgQNQtj61YYNQrevYvRrjkwqr8r5XOV/+Zryo31pB9FWsVaMlZOPTJeln403bp1Y/+R/Uy4MoFMRv9O9w31D2VWpVm0atqKjRs3xnltUFBQdAKsU6dOHD9+PHrWY9GiRdm+fTuWlpZ8+PABY2Njnjx5Qu/evdm2bRv58+eP7ufRI2jXDm7ciH+cxsaCDRsUtG6d8P2o1WrKlCvDg3sPKF6yOLdv3k5yTXdJAti7dy/29h0okCsbXZtXxc7GAkN9XQKDwzjoep0VO3V4/W41YBLn9drasHYtdO0a8/jBgwdp0aIFs2bNYvz48QBoNBrq1KmDj48PN2/eTNSEpj179tC2bVt27NjBb7/9Fuv81atXsbS0ZFWbVRQzK/bN/h6+f0i/Pf1kvCxlaEmJsxL9m3/Dhg1AVODbs2dPWrZsSYsWLWK1U6lUZM2alWrVqpElS5YkDj0mY2NjypQpw/v37/n777/x9vbmw4cP39WnJElJY29vT4kSJaI/9E6uN5npJ6fRdMASerSqQYt/3vgNdp2Nda0Z0P3lS7poaSH69ePQuXP0f/6cUqVKsWrVKmrWrJnGdyNJP6clS5Zw7949vLy8YiWQASZNmkTx4sVp2rRp1IHOndG0bcuQPHkYpFBQyteXsBw5OPz33zR//zBRr/kwke0k6VchY2VJkr6YOXMmO512cmrJKWwn2kYfP7XkFOGB4cycOTPea79OdG3btg0hBE+fPo2erfxlef3IkSNxcnLCysqKKlWqcPnyZcLCwrhz5w6tWrWiaFFwd4fhw2H16rhfy99fQZs2MGwYzJ0LOjpxt1u7di0P7z/Efqk9O4buYN26dfTr1y/Jfy/Sr+3SpUvY23egQdWSzB/dLsaEJEN9XZTKvrz1bUR8W3dlyRJVB/m/C+4ePnxIly5daNWqFePGjYs+vnz5cs6dO4erq2uiV8QWL16cCRMm0L59+wTbFTMrlqhJF5L0s0n0TOSv9ejRg1atWiW6pkxS+Pj44OrqyunTp3F1dcXb2xshBLlz58bGxib6q0CBAin+2ulBzqyQfhTu7u5Ur16dU/1O8TbwLV22d0EjNAghKK6t4k5EJHFvHxLTpcyZmfz5M8eBMmXK4Onpib6+fmoPX5J+Wj4+PpQoUYIePXqwZMmSWOfPnTuHtbU1Tk5OtGvXLsY5Pz8/IiIiMH3zhnfXrlGw/4BEL88D5PI86YeQHrGWjJVTloyXpR/RpEmT+HP+n0y4PIHMuTPz6dUnZleezZjfxyR6c6+EXLt2DTc3t+jksre3N61bt2bv3r307NmT4sWLU61aNSwtLdm3T59+/SCh/ft27oS48mb+/v4UKVqEgvUK0nF5R7YN3Mbz08958vgJRkZG330f0q+jZYsW3Lt5iYNLB8VIIGs0MGedDWv2xL9atUgRcHGBYv+Z/KvRaLC0tCQ0NBRPT8/o94hnz55RpkwZunfvzvLlyxM1PrVa/c0Z9l9mIrvKlXvSTyRVZiJ/7ctMi5RWrFgxnjx5AkTtqFmnTh3Gjx+PjY2NLEQuSensy8/m/tv7mdZoGsNrDmexx2JsJ9tS7sUHPjldwdQ/9Jv9VP78mWPAU319Zt6+zfgRI1iwYgVeXl5Urlw5le9Ckn4+RkZGDBkyhDFjxsQ6J4RgwoQJVKhQgTZt2kQfDw8Pp3HjxowZMyZqKb2pKeZly3KvTh18fX2ZOnUqHh4eHDp0KMFg2tTUVCaQJSkOMlaWJGns2LGsXrOaw7MO03F5Rw7POoyJsUmc79fJUaFCBSpUqBD9/Zs3b9DV1cXKyooJEyagpaWFWq1GpVJRrlw5hg8fxf79nbhzJ3Zf9vbQvHkoEHunvblz5+Ln70fTCVGrmZpOaMrs/bOZO3duiiTDpV+Dt7c3zocOMX2QXYwEckioFiPmNuf4xfi3da5VC/buBVPT2OeUSiXLli0ja9asMZJfuXLlwsHBgQEDBiRqfIcPH2bMmDG4urpiZmaW+BuTpF/MdxcyioyMxNfXl7CwsDjPJ+XD5ePHjwGoX78+gwYNok6dOpiYxF0LR5KktFWqVCkAVnmsomPFjgytNZSN1zby+s5rbFZ0ovnnEMoeesDSzAXR/fvWN/srFBzMeiBi924e+Ptju2MHOcuWZcWKFbLMhSQlkkajwdjYmFmzZsV73tbWFktLyxhlLqZNm4arqysjR46M0T5fvnzo6upy7NgxZsyYIR/sSFIKkLGyJP2ajIyMmD5tOgMHDqRQtUJc2XmFlStXptrs3Zw5cwIwfvx4ihYtSpcuXShTpgx9+/blypUr5Mrlh6cntG//nsOH/02SGRn50LjxJQoU6M/Ro0djJKZfvnzJvPnzqD2oNplzZwYgS54s1B5Ym3nz59GvXz/y5MmTKvcj/VxOnTqFRqPBzsYi+ti7Dwb0mdqWW49yxntdtWpPOHGiMLq6sc+5ublRs2ZNatSIuYFlQEAARkZGiX5g4+/vT79+/ShVqhSmcWWqJUmKFnexmUTw8vKiUaNGGBoakitXLgoWLBjrq1ChQknqc86cOTRt2hRPT09at26NqakpVlZWjB49miNHjhAYGJjc4UqSlEJyGOWg/+7+6Kp0mVBnApd3XsZjqwcee7wo2WA6wQPcCOjpgm+BGmgS0Z/2x4+U2rGDV0olg27donetWpQvXx5PT89UvxdJ+pGFh4dTrVo1du3aFW8blUrFuHHjaNCgQfQxIQQrVqzAwMAAW1vbWNeYmpqyY8cO+vTpkyrjlqRfhYyVJUnq3bs3xUoUY8fQHRQvWZxevXqlyeu2bduWs2fPMnDgQAYMGMC6desYOHAgBgawYkUwrVo5o1SGAcEEBDRmzJgBvHv3jurVqzN69Gi8vLyIiIhg4qSJ6BrpUm9ovRj91xtWDx1DHSZNmpQm9yP9+AICAsikq4OhflQ2+MnLrLQa3jXBBLKWajq//eYSZwL51KlT1KtXL9bKnxcvXlCwYEFcXFwSPbYxY8bw+fNnVq9enagNciXpV5asJPL169epVasW7u7uNGzYECEE5cqVo2HDhpiamiKEoHbt2nTp0iVJ/Y4ePZpDhw7x6dMnLl68yIwZMzA1NcXR0RFbW9voTUgmTpyYnGFLkpQCJtSdwJ23d/jr2l90suiEtpYOO4buQFtLh44WHUGhQF2gGrcbz6Q4sBwIS8TuzboaDf2A+8D/bt5kkZ0d3i9exDtzS5J+dYsWLcLLy4vixeNe/nfw4EFGjRqFWq2OcXzPnj18/vyZTp06xRkoq1QqWrVq9d0bfknSr0zGypIkAWhpabFw/kKKlyzOwvkLv1lvNSVVqlQp+oHw3LlzOXLkCAD58+dn797mXL+uy65dejx+vJ+NGzeira1NaGgo8+bNw8rKCgMDA7Zs3kKj8Y0I8QvBc5snZ1adwXObJyF+ITQa14jNmzfz119/4e3tnWb3Jf2YjIyMCA0LJzA4jJd/m9BlfAfevI97JY2OtprZw/aijnTAxCR2fdYXL17w22+/Ua9ePXr27Bl9XAhBnz590NfXp1atWokal6urK6tWreKPP/4gf/78ybs5SfqViGRo3bq10NPTE3fv3hVCCKFQKMS0adOEEEIEBweLAQMGCDMzM/Hs2bPkdB9LSEiImD9/vjA3NxcKhUIolcoU6Tcj8PPzE4Dw8/NL76FIUoK8vLwEIFa1WSWWtlwqTvY9KZa0WCIAYWRqJgCxpMUS4drfVbj2dxWr2qwSgBg2bJjIo68vZhgaiqAsWYSARH9pypUTq2rWFDUqVRJubm7p/VcgSRmGt7e3MDAwEMOHD4/zvFqtFiVLlhQNGjSIda5EiRICEH///Xesc2vXrhV2dnYiIiIixccsSeklPWItGSunLBkvS1LyqdVqYWdnJ5RKpViyZEm87by8vES2bNkEEPWlQGTOlVmUblRaoCgiQCV0dbUFIBRKhSjTuLQwyWUiFEqF0MukJ168eJGGdyX9aF68eCGUSqUY06OnyJvjU7wfAbMYB4md87aIGUNaCqVSGev/VUhIiLC0tBT58+cXvr6+Mc6tXbtWAOLo0aOJHtfhw4dF27ZtRWRkZKLanz9/XgDCtb+r+Dj94ze/XPu7CkB4eXklekySlNaSEmcl61Ho+fPnsbOzo2TJkl8nowHQ09Nj2bJlXLx4kQkTJvDXX38lK7l99epVXF1dcXV15dy5cwQGBiKEQEtLC0tLy2T1KUlS8pmamqKvp0+/Pf1iHDfMas7Yw8+Z3Sg/Qw8MjXFOX0+fkSNH8vvvvzNq1CgsPD25/eef6CxdCjdufPM1FTdv0hdoBiytUweHsmVxWLyYOnXqyKVG0i9t1KhRGBkZMXXq1DjP//XXX9y7d4+NGzdGHfD3h8+fCTEzI1++fHTv3p3s2bPHuEaj0TB//nyKFy+epjOlJOlnJGNlSZIyCpVKxd69exkzZgxDhw7lwYMHLFq0KNZ7fcWKFXn27Bm1a9fm2rVrICDgrT9BqtwY6nlSspAfyyYcQi/TRw66XmejszuB7wIQGkFIaAi+vr5ys10pXvny5aN4sRos3DKWCHXmONsUzP2BdTN2kcvMl8nLPLBr3jzW/6lt27Zx584dLl68SLZs2aKPv3r1ipEjR9KjRw8aNWqU6HE1adKEJk2aJKrtgQMH6Nu3b6L7lqSfUbI+Jfr5+cWo4aatrR2jBptSqaROnTps3749Sf0uWbIEV1dXzp49y+fPnxFCoFKpqFChAnXq1MHGxoZatWphaGiYnGFLkvQdVCoVTruc+Pz5MwDBwcEMGDiIco3ao9LSolyj9jw6tYtFCxdEX5M5c2ZUKhW5c+dm586dfPr0CZ0sWXhSuzYnJkygl78/2seOffO1cwGzgaBbt9hYty5a69ZR66ulS5L0KwkJifqgNm/evDg31AoPD2fq1Km0bNny343xNmyAkSPJZGvLsZEj4asayV8cO3aMe/fusWrVqtS+BUn66clYWZKkjESlUkU/KB44cCA5c+aMs+yNkZERa9aswcrKCqVSQYNqZfjsv5/nL7Ny+XZWbAf1YPG4g3S01aVtQ0tGzHXi2IU7aDSJ2QlF+lUJIRgzZhb37i8GisXZxrLUS9ZM24N+pkBGznXi+esPbHWK/X+0Z8+e1KhRgxIlSsQ4rqWlRdu2bZk/f36ixuTh4cH8+fNZt24dxsaxS2Z8zcfHhyFDhrBv3z5q1KjBu3fvEvUakvQzSlYS2dzcnE+fPkV/nyNHDh49ehSjTWhoKMHBwUnqd/jw4SiVSsqXLx8dCFtbW3/zh1qSpNTXuWs33E6finFMqVRh0cQeAIsm9njucqRz584x2tjUq8/pkycAomusXr9xg1EuLkw3MWH1n39i++gRis2bITQ0wTEYAIMATa9eaPbvZ3pgIDXHj6de/frfPTP5ypUrjJ84idn/m4mVldV39SVJqUlPT49Tp07Fe/7kyZM8f/6cAwcORB0QAlauBI0GhbMzODtD4cIwYACMGAHKqO0RFi5ciJWVFTVr1kyL25Ckn5qMlSVJyoj69u1LqVKlsLCwACAyMhKVShWjjUKhQKGAQrnNKZRnKSt2FIw+5/vJkC7jOzB/9CFa2Nxl4Zj2NB+4jMev3qblbUg/kMjISPr2Hcn69b8BFeJsU67Ya5ZO2IrL2Utscfbg+esP7Nixk0qVKkW38fDw4NWrV7Rt2zZWAlmj0ZAjRw7WrVuXqDGFhobSs2dPjIyMMDAwSLCtl5cXNjY26Ovrs3PnTgoXLoyVlRUP3z9M1Gsltp0k/TCSUy+jUaNGwsbGJvp7e3t7oaenJ9zd3YUQQty9e1dkyZJFWFlZJanf/fv3i0+fPiVnSD8sWeNN+lFs2rRJ6OnrCz0jE9F+xgYxeJunGHPooZh9NTz6a8yhh2LwNk/RfsYGkcnQWOjo6opRo0aJO3fuiODg4Bj9vXjxQrRp00YAwsbGRjy9dEmIGTOEyJ49SXWTL4GYULCgOHH4sNBoNMm+vyFDhghADB069Hv/qiQp1axbt06cOHHim+2ePHny7zenTsX981OrVnSTN2/eCD09PbFt27bUGLYkpav0iLVkrJyyZLwsSSnv/v37olixYuLChQsxjh86dEgAonsLB6FQaOIMIXS0I8SZjSvE06OzxYwhLQUgDh06lE53ImVkEyfOEHAygY9zN4WuTnYBCKVSKVq2aCEuXboUo483b96IXLlyiRo1asSqXezj4yNKliwpPD09Ez2mCRMmCG1tbXH79u1427x//14IIURYWJhwcHAQHz9+FEJEfYbV19P/t3Z4Ir709fRlzXApQ0tKnKUQ4p8CbUmwdOlSRowYwcuXL8mZMyc3btygatWqhIeHkzVrVj59+oRGo2HPnj20atXqe/PcPzV/f39MTEzw8/OTs0ikDO/u3bu0aduOZ8+fYzd+KRWbxd5V3st5MwdmDUGBQB0RHr28zdHRkX79+nHkyBFWr15N/vz5yZ8/Px8/fsTJyYmjR49SsGBBREgIih07YMECuH070WN7CbiVLUsXT0/Q00vSfWk0GnLnyct7X1/MTE3xefUS5T+zMyUpo/D29qZEiRIMHDiQefPmxdnm8ePHFCpUKOb/37ZtYc+e2I23b4cOHaK/9fX1xcTEBG1t7ZQeuiSlq/SItWSsnLJkvCxJKc/X15dWrVpx+fJl1q9fT8eOHQGYOnUq06ZNY9uc1YyZ3x6fdzFLZ2lrRTJ14HE6NLmBQgGBwWGUaz0VBweHePdqkH5NERHQvHk4x47pxHm+YMEIhg3bi0LxFmNjY+rWrRurBnJERAT16tXj0aNHeHl5kStXruhzQghatmyJp6cnd+/eJWvWrN8c07Vr16hUqRJTpkxhypQpsc6HhIQwY8YMFi1ahKenJ2XLlo3VxtvbG19f32++1hempqayXriUoSUlzkpWOYv+/fvTvn376KXp5cuX59SpU/zvf//j6dOnWFpaMmTIEGxtbZPTPUFBQRw4cIDr169H34SFhQUtW7b85nIDSZJST6lSpbhy+RK9e/dmx5ReFKlSH2OznNHn/d+/YbdDb+zt7Vm7di06Ojq8fv2aFy9eRNeG1Gg0hISEcOzYMV68eEFISAjNmjWjYMGCvHr1imLFilGsWDEqV61KHUtL6ly9Sq5bt745trxA3Vu3uHrjBvqZM/Ps2TMaN26cqDIXFy9e5O83r2k89H8cXTIRd3d3atSokey/J0lKDSNGjCBLliw4ODjEed7f35+qVasyZMiQf9t8/gwuLrEbm5tD69bR1ymVSkxNTVNp5JL065GxsiRJGZ2pqSknT56kT58+dOrUiYcPH+Lg4EBQUBA62iqqlf+A8/IN/D6vGac9iwCQPVsAKybto0LJ19H9GOrroq2lIigoKL1uRcpgfH196dOnPxrNJo4di/s9KV8+cHPTJl++3xLsa/To0bi7u+Pm5hYjgQywfft2Dh48yL59+xKVQIaoEoYWFhaMGzcu1rmTJ0/Sv39/Xr58yaRJkyhWLO76zfny5ZNJYemXlawksra2dqxd3atXr45LXB9Uk2j//v307t2bT58+8fUkaYVCQebMmVmzZg2t//ngK0lS2jMwMMDa2ppdu3ejZxz14TgsKABdAyP0jLOg0tLC2toafX19IPabrK2tbfSHZiEEvr6+hP5TCzkgICB6xtbTp0/ZpVIRGBhI6PXrqJYuJXz9enQSWDzxV9aslPf354yzM7NmzaJChQrMnDmTJk2aJJhMdnJywiBzNrycN2JgkhUnJyeZRJYylKNHj7J37162b9+OkZFRnG0WLVpEYGAgPb/edDJzZoJu3GBJuXJ0DQsj95fjffqATtSskPnz57N+/XqePn0qZyFLUgqRsbIkST8CXV1dNm3aRPHixfnzzz/p0aMHBgYGhEdEEhgcRmYjWO2wm5mr63H3SXaWTtiPWZaYtdwDg8OIUEfKB1gSEDVLt0GDhnh7TyQ0NO7/E9mzw8mTUYnkhAQFBXH69GkWLVoU67PZ27dvGTJkCB06dKBly5aJHl+fPn3o0aMHWloxU2GOjo4MGDCA2rVr4+LiQvHixRPdpyT9SpKVRE4t7u7utG/fHpVKRd++falTpw45cuTg7du3uLm5sXHjRjp06MCZM2eoVq1aeg9Xkn5ZXl5e5CxSGqGJZLdDb7ycN2Np1w27sYvJUbgUXl5eiepHoVBgZmYW/X3JkiV58uQJLi4uDB06lJcvX/LHH3+gKl8e1q7lkKUlJtu2UenKFYzDwmL0FaalxeyPH/nUqBH6+voolUquX7+Ora0t5cuXZ9y4cTRo0ICQkJBYO+pu37GTiPBQ3j97hI6ePn9t30G3bt1itMmePTu5c+dGktLDn3/+iY2NDb/9FvdsjY8fPzJ//nwGDhxI3rx5Y5xT5MlDptmz+Wxjg/mDB2ivXQt9+wJRS/ZWrFhBhw4dZAJZkn4AMlaWJCmlKRQKJk6cSN++fTEzM4tevn/Q9TodbaugVMKEPqcRQoG2libW9QdcrwPE2ARN+jXdu3ePBg0aEhAwldDQ2GUPAbJmjUogFy367f4MDAy4dOkSurq6sc69f/+eMmXKsHTp0kSN7e7du+zevZtx48ah889ECiEEL168oECBArRs2RJdXV26d+/+3Ru2S9LPLFE1kb29vQHInTs3KpUq+vvESMo0/2bNmnHmzBnc3d0pU6ZMrPO3b9+mWrVq1KlTB2dn50T3m5HJGm/Sj6i8RQX8lYaE+n/A780L+vfrh+OqVWTOWQBdoywYiyBuXL/2Xa8RGhrKnDlzqF69Og0aNCAwMBADA4OoN/WQENi6Napu8v37AHzq1ImDDRpw+vRpjh07xtu3b6OT0pGRkURGRgLQRkub4+oIAv55HYUiaksHAF0dLcLC1bGOA9jUq8/pkye+654kKbkCAwPx8/OL90HGuHHjWLZsGU+fPsXc3DzGObVaTWhoKIaGhrGuW7NmDf369ePhw4cUKVIkVcYuSektLWItGSunLhkvS1Laadu2LXv37qFInuw4rxiMjnb8887CI9Q0HbCYZz6+XLniRcWKFdNwpFJGEhISQpEiRYiImMz79/3jbGNkBKdOwbeeN3z8+JEuXbqwcOHCeEtKJEVkZCQ1atTg8+fPXL9+nUyZMvHo0SP69+/PrVu3ePbsmZxJL/3SkhJnJSqJrFQqUSgU3Lt3j2LFikV//y0KhQK1Wp3ogWfLlo1WrVqxdu3aeNv06tWL/fv38+HDh0T3m5HJoFj60YSGhmJkZIRaraZkqdLs3uVEqVKlojfdu3/vLlpaWgQEBJApU6YUeU0hBA0aNEBHR4clS5b8m+zSaODoUVi4EFauhH+OCyG4ePEi1apV482bNzRt2hRDQ0NGt2iB3dixBADrVFosFQKtvKZ0t6uGnY0Fhvq6BAaHcdD1OhsPuvPs1QdU2jqolOC4ciVdu3ZNkfuRpMR69eoVarWaAgUKJNhuzZo1BAQEMHLkyBjHnZyc2LJlC25ubty7d488efJEnxNCULp0aYoXL86+fftSY/iSlCGkRawlY+XUJeNlSUo7hw8fxtbWFoVCQZOaZVgwpn2cieTwCDUj5jhx7OIdNBoNZ86cwdraOh1GLGUUffs+Ys2auKcY6+lFfWz71n+RyMhImjVrxqVLl7hy5QoFCxaMcf79+/f06NGDJUuWRO+58y0LFy5k1KhRnD9/HisrK+bNm8f06dPJlSsXK1eupFGjRonqR5J+Vim+sV7Xrl1RKBSYmJjE+D6lBQcHx5pB9V/m5uYEBwcn2EaSpNQTEhJC+QoVKVemNMuWLYuuffxl073Bgwdz++49QkNDUyyJDDBkyBCGDRtG6dKlGTt2LOPHj0dPTw+aNo36+opCoYium2Vubk7evHlxcXEh8M4dlIAJMDJSzTAgKL85flbFUOtHLZMy1Nelo20V2ja0ZMRcJ45duM3mv7bHW0ZAklLT4MGDuXv3Lvfv30epVMbbrk+fPrGOCSGYMWMG79+/p2jRojESyBC16YmpqSkjRoxI8XFL0q9GxsqSJP0svtRzz2uSlyPnb/Pw+Vu6taxOi68mXBxwvc7G/Rd57uNLx/Id2XptKzo6Orx7B6amkEDIIv1kdu3axdmzZ6lTZ0m8CWRtbdi3L+4E8smTJxk5YhQLFs6nfv36TJs2jWPHjnH06NFYCWSIio09PDwSPXP48ePHTJw4kaFDh1K9enU6dOjA7t27GTVqFA4ODtGfZSVJSpxEzUROKyVLlsTQ0JDLly/H26Zy5coEBARw7969NBxZ6pEzK6QfkUajSTCh9a3zyRUcHMysWbP4888/KV68ONeuXUOlUiXq2hunT1OiYUN0/ylrET1WbS1ebhmLJnPspf7hEWrshiynVPkq7Nu/PyVuQZISzcXFhWbNmuHk5ES7du3ibPP8+XPmzJnD//73v1i7Un+ZSaRSqVi8eDGDBg1Ki2FLUobzM8Vav2KsDD/Xv6EkZXTnzp2jTu06aERU/eOvS7zp6GgTHh4R67hSoWTR4mvMnFmWIUMUTJqUHiOX0pqjoyMDBw6kY8eOrFixkfbttTh2LGYblQqcnCCu/V6FEFSrWg3PS55UqVyF8RPG07JlS2bNmsX48eNjtd+7dy9t2rThr7/+wt7ePlFjnDZtGhs2bODQoUOUKVOG69evo1AoKF++fHJuWZJ+SkmJszLUM8LffvsNLy8vunXrxuvXr2Oce/PmDd27d8fLy0vOCJSkdPatBHFqJJAB9PX1mTlzJrdu3cLBwQGVSoW/vz/Pnj375rXlPTxiJZABgupViDOBDKCjrUWX5lU56OycpPqWkvS9QkNDGTp0KPXr16dt27bxtps+fTr79u2Lc8ORuXPnkjdvXrS0tOjYsWOMc48ePeL06dNkoOfIkiQlgoyVJUlKbVOmTotOIENUolihVFK3zwQaDpuDTe8JKJTKGHuHaMRghg4txbt3CqZMERw5kg4Dl9KMEIKZM2cyYMAAhgwZwubNmzE21uLAgdjJ4g0b4k4gAxw/fhzPS57YVOiB5yVPbt68Sffu3Rk3blysth8+fGDAgAG0aNGCDh06JHqcpUuXJiQkhKFDhwJgYWEhE8iS9B2SPRPZ39+fq1ev4uvrC4CZmRkVK1bEyMgo2YMJCQmhbt26eHp6oqOjQ5EiRciePTtv377l8ePHhIeHU7lyZVxdXaOWsf8E5MwKSfo+U6dOZc6cOYwfP54xY8bEX0KjQwfYuTPW4VeOw4kokD3e/gODwyjXeiobNmyge/fuKTNoSfqG6dOnM3PmTG7evEmJEiXibHP//n1Kly7NokWLGDJkSIxzDx48oESJEtSvX5/s2bOzdevWGOd79erFsWPHePbsGdra2ql2H5KUEaRXrCVj5ZQj42VJSjubN2+m/4ABoNKm+ZhFmBcqhb5JFrLkKhDd5tPr5wT7feL1/Qfs+582QhMzqZc5M1y5AoULp+3YpbSxfft2OnbsyIwZM5g4cWKM8k1qNfTsCVu2wIoVMGBA3H18mYX87lU4I9rtZOGu3zDPo4O7h3uc5aBcXV3p2bMnFy9eJGfOnN8co4eHB0OHDuXy5cvY2dmxbNky8ubNm+x7lqSfWYpvrPe127dvM27cOI4dO4ZGo4lxTqVS0bRpU2bNmkWpUqWSPnIgPDycOXPmsHHjxhizCwsVKkS3bt0YM2ZMnDOuflQyKJak7xMUFMTMmTOZP38++fLlY+nSpTRp0iTuxleucL9/fwp7eaENBFsV4+3MHt98jVItpjBn7rzoJ9iSlNoePXqEu7t7gps5/vbbb3h4ePDw4cN/3xeFgEaNwMKCR3XrUqhBA4QQaGn9uwXC27dvyZcvHzNmzGDMmDGpfSuSlO7SOtaSsXLKk/GyJKWtLxtmP3v+HLvxS6nYrEusNl7OmzkwawsRYSeJa6ulcuXA3R1kydmfj1qt5vjx4zT9z740X2g0cOoUNGgQfx/Hjh2jcePGDGy5npIFanHv+TlW7O/J0aNH493oLiIiIlGTHyIiIjA2NiY8PJytW7fSoUOHVNmnQJJ+FqmWRD5z5gzNmzcnMDAQfX19LC0tyZUrF0II3rx5w5UrVwgJCcHY2BgXF5foja2SKyAgAH9/f4yNjb9r1kZGJoNiSUoZ9+/fZ9CgQZw+fZqbN29StmzZONtt2LCBKT17crVlDdTVShFaPuFdfeVMZCmthYWFfTMB5O3tTcGCBVm9ejW9evX694SnJ1StCoBQKKBhQxSDBkVtPvlP/XAHBwfmz5/Py5cvyZIlS6rdhyRlFGkZa8lYOXXIeFmS0l5QUBC9e/dmx44djD/2AmOzf2d/+r9/w+xG+bG3t8fQcCJr1pSOs4+OHWHr1qj6ydKPLTg4mK5duzJ8+HBq1qz5XX39dxayQqFACBHnbORPnz4xc+ZMpkyZEr15bXyuX79O3rx5OXToEN27d2fHjh2yvJMkJUKq1EQODg6mc+fOhISEMG3aNN6+fcuZM2fYvn07O3bs4MyZM7x79w4HBwcCAwPp3LkzoaGhSRq4SqWiU6dO0d8bGRmRO3fuFAmKfXx8WLRoEQ0bNiRfvnzo6OiQI0cO2rRpg6enZ5L60mg0LFu2jHLlyqGnp4eZmRnt27fn0aNH3z1OSZKSp0SJEpw8eZKLFy9StmxZhBBs2LCBsLCwGO3q1avHa6WS1XnNvplABjjgeh2lUkndunVTa+iSFM3Z2ZmSJUvy9u3bBNvly5ePmzdv0q1bt5gnVqyI/qNCCBTHjoGdHWzfDkQthV+xYgU9e/aUCWRJSmEyVv6XjJUl6cdnYGCAtbU1Ki0t9IyjYoawoAAA9IyzoNLSwtramlWrSpMv3/k4+/jrL1iyJM2GLKWSjx8/0qBBA44ePZrk9624fKmF3KTykOhksUKhoEnlIXhe8uT48ePRbUeOHMnatWsJCAiIt7+goCDGjBmDlZUVM2bMYMSIEXTu3FkmkCUpFSQ6ibxr1y58fHz43//+x+TJkzEwMIjVxsDAAAcHB2bNmoW3tze7du1K0mCMjY1TrU7N0qVLGTFiBE+fPqVBgwaMGjWKmjVrcuDAAapXr46Tk1Oi++rfvz9DhgwhMjKSIUOG0LRpUw4ePEilSpW4e/duqoxfkqRvUygUVKtWDYCrV6/Sp08fypUrFyMQyZcvHxYWFqzfd57wCHWC/YVHqNmw7zwVKliQL1++VB27JH3Z9KNo0aKYm5vH2+7t27eo1WpKly4do0wFvr6IOOp+kzlz9I4mkZGRDB8+nGHDhqXw6CVJkrHyv2SsLEk/By8vL3IWKY3QRLLboTdTa2Vj99Q+CI2GHIVLcenSJRQKOHWqMNra9+LsY9QoOHMmjQcupZjXr19Tu3ZtHjx4wMaNF3B2ro864Y9QCRJC4DDFgYK5LCiRP+aM5hL5a1IwVwUcpjgghODIkSNs3LiRBQsWkCdPnjj7O3r0KGXKlGHp0qXMmDEDjUaDtrY2ixYtSv4gJUmKV6LLWbRv3x43Nzd8fHy+WYcmPDyc3LlzU7duXXbG9YE2Ho0aNUKpVHIkFbZz3bt3L2ZmZtSqVSvG8XPnzlGvXj2MjIx4/fr1N5cQu7q6UrduXWrVqsWJEyei2586dYoGDRpQq1YtziThXVIuz5Ok1HP79m0GDx7MmTNnaNu2LQsXLiQyMpLChQqjERoa1yzNwjG/oaMdu45beHgEh0atovgjH1orlDx69pT8+fOnw11IvwoHBwf++OMPbt26RbFixeJsI4Sgbt26ZMuWjd27d8c8+eefEFeN4xEjYMGCVBixJP0Y0irWkrFylJSOlUHGy5KUXspbVMBfaUio/wf83rygf79+OK5aReacBdA1ysLfD6+xcvlyunfvzoMHaqpUUeLnF3uemrk5XL0KuXOnw01IySaEoGbNmnh7e7Nx42l69CjKy5fQsiXs2AHJKb//31rI//WlNvKePXsYOnQopUuX5ujRo3HWNH769ClFixbFxsYGR0dHihQpQmhoKA8fPqRcuXLJuGNJ+jWlSjmLGzduYG1tnahC5jo6OtSuXZvr168ntnsApk2bxunTp9m0aVOSrkuM1q1bxwqKAWrVqoWNjQ0fP37k1q1b3+xnzZo1AMycOTNGEF2vXj0aNWrE2bNnefjwYcoNXJKkZCtTpgyurq5s3bqV8+fPs2/fPt68eUOkJpK+Vfpy8uJ9mg5YwjYXTwKDo8peBAaHcWTrKT62m8GoRz40A3oLDW/evEnfm5F+ao8fP2bOnDmMHj063gQyRCVh3NzcYpex0GjQLF8e90X9+0dfO27cOMLDw1Nq2JIkfUXGylFkrCxJP4fQ0FDu3rnN82vnyaKr5MrlyyxYsIArly9jogPPr18gPDSUXr16ceTIEYoX18LRMQDQxOrr3Tto2xb+U2VOyuAUCgWrVq1i3z53+vePSiAD7N8PzZtDUFDS+hNCMHbsOArmLB9rFvIXX2Yjjx0zloCAANasWRMjgSyEYPfu3ajVagoVKoSHhwcnTpwgc+bM3L17l0yZMskEsiSlotjT7+Lx7t07ChQokOiOCxYsyKlTp5I0mOPHj1OnTh169uzJ0qVLqVy5MtmzZ4/11EmhUDB58uQk9Z2QL8F+jGXB8XBzc8PAwCDOjVAaNWrE0aNHOXPmTIJJAEmS0o5CoaBTp040a9YMAwMDbt68CUAHiw60K9+O/rv7MXnpfiYv3Y+htorhEZFMBDJ91cdswNvPLz2GL/0i3r9/T/Xq1ZkwYUK8bYQQTJgwgapVq9KsWbOYJ48dQ/niReyLGjSAf96P5syZw6dPn5g9e3ZKDl2SpH/IWDmKjJUl6ecQEhJC+QoVKVemNMuWLUNfXx+AUqVKceXyJQYPHsytO3cxN81G27ZtcXNzI2/ecOAoMCNWfx4eMHw4rFyZprchJcOZM2eYN28eTk5O5MxZhjp14PHjmG1OnIBGjcDFBb6x3120nTt3cuPGdQa2XB/9vnXn2Rn2XZxF6xoTKVXAOro28or9Pdm5c2eMkoIPHjygX79+nDlzhiNHjtC4cWMqVaoEwPDhwzl16hTPnz//5ooZSZKSL9FJ5ICAgCQtHzM0NCQwMDBJg5k6dWr0n69evcrVq1fjbJeSgbG3tzcnT54kR44clC1bNsG2QUFBvHnzhjJlyqD6Z5f7rxUtWhQgwU1DwsLCYmz05e/vn8yRS5KUFF9281V/VcSrYu6KnOp/mvKLypOldBYqNytLr/8dJlNYzEJfJoDWqFFRkZIkpYJq1apx+vTpBNscPHiQy5cvc+rUqdhL+uL7RDZwIAC3bt3ixIkTbNu2Lc7lgJIkfT8ZK6dMrAwyXpakjCBLlixc8nBHqYy9eNnAwIANGzag0WgIDQ2lXr16tGjRgsePH9O9+3q2bj2MWt001nWOjlCpEvTsmRZ3ICXHgQMH+O2336hZsyaRkZE8egTPn8fdVqOBOH7Vx8nPz49ePXtjYmBOYMhHLt8/iEYTySGP+Xz2f8v20xNoVnUUkZoInr2+holBdmbPmk27du0IDw9nzpw5/O9//yNfvnycPHmSevXqRfd96NAhtm3bxqZNm2QCWZJSWaKTyBpN7GUpKX2Nq6trkl/je0RERNClSxfCwsKYO3dunMHu1/z+mYloEs+jti8fHPwSmLE4e/Zspk2blswRS5L0vf47i8pI14jJdSfz+6HfqdK5Cn3C1JyI47qSd+7wetUqcvXrlzYDlX4JwcHBDBo0CAcHh2/OYFQoFHTv3p26devGPPH8OeLQIWKlhvPkgX9mLC9cuJDcuXPTrl27FBu7JEkxyVg5ZWJlkPGyJGUUcSWQ/3teX18fZ2dnrl69ir6+PnPn/sH+/VaEhp4nNDT2RqADB0K5cmBllVqjlpJrw4YN9O7dm9atW7N161Z0dXWpWhVOnoTGjeHz53/bWljA4cNgaPjtfsPCwmjcuDGhoSEEiyA2H/v935MKsF9qz/ah29l6PObeHrdu+fL48WOuXbvGjBkzGDt2LBMnTkRPTy+6zefPn+nXrx9NmjShS5cu3/cXIEnSNyU6iQxRm1Qldmfm27dvJ3kwtWvXTvI1yaXRaOjZsydnz56lT58+afYLZ/z48YwcOTL6e39//1TbZVuSpMTpUrELjpcc2TF0B8WyFyM0ezky3dwdq53+mDHQqVPioiVJSoRZs2axfft2Jk2a9M22dnZ22NnZxTouVq1CEdceuX37gpYWHz9+ZNu2bcyYMSNRtVolSUo+GSunDBkvS9KPxdTUlIYNGyKEwMnJCQeHEYwaZYtK5UlkpF6MtmFh0Lo1eHmBmVk6DViK5erVq/Ts2ZN+/fqxfPnyGA8Nq1SBM2eiqqS9ewclSsDx45A5c+L6fvfuHW/fvkUjNKxqs4piZsUICg+i887OFG1elCqdqvD4/GPuHbxHYEggQ2sOpXT20vTb04+AgADatWtHxYoVKVKkSKy+J0+eTEBAAKtWrZKr7SQpDSQpibxnzx727NmTqLZCiAz7QyyEoE+fPmzdupXOnTvj6OiYqOu+zKqIb/bEl6V28c2+ANDV1ZVLLCQpg9FSaTGzwUwmnpjIzIYzCc1lgc6jUyhDPsVol9nfn9e9e5N927ZvzsaSpG95+PAhf/75J+PGjaNw4cLxtouIiGDMmDEMHz6c/Pn/z959R1V1bAEc/l06KggGxYq9Ye+9d1HB3rvRWGM39hKxJfYWjS22WDD2gj1GERWMHRUVREFRFFGRzrw/iPeFUASkiftb664nZ+bM2QfyLvtu5szkj94YEkLo6tXE+K2ipwcDBgCQLVs2zp8/r32MXAiRciRX/vxcGSRfFuJL5enpycSJE6lVqxaXL2/k5s1I+vaN2e/JE+jSBRwdo1IWkXY+/i6qWLEiJ06coFGjRrH+bipbFs6di5qjsH17wv4AoJQiODiYfPnysXPnTqpWrUqx7MUol7sc9iftCQwPxGayDQAtJ7fk6t6r5M2al2mNp3HzedRGrn5+fmg0mlgLyAA//PADNjY28odGIVJJgt+yp0+fnpJxxHDnzp1YZ2gULVqUChUqJHncyMhIBgwYwMaNG+natSubNm365GM6H2XOnJlcuXLh4eFBREREjCLSx/Xd5IO6EF+eJsWa0KRYEwAUENRsFpn3DY/Rz3LnThYqxfidO1M5QpGRKKUYPnw4uXPn5ocffoi376ZNm1i6dCl9Y/sUtmcPhrEVa9q1g1y5iIiIQEdHR7vpiBAi5UiuLLmyEF+7ggUL8scff9CiRQty5szJ2rVrOXPGl82bLWP0PX0aJk2CBQvSIFABRO0VM2jQIGrUqMGAAQNo3LhxvP2LF4ezZyGhf/+cPXs2e/fuxcnJKdrvg6cBT1lxcQX1R9THLI8ZAOZ5zWk4rCHnlp/j2btn2r4WFhaxjh0YGEhYWBh58uQhT548CQtICPHZ0ryI/OHDB4oWLUru3Lm5dOmSNkndvXs3s2bNitE/Z86cuLu7a3eHTYx/J8WdO3dmy5YtiZ5NWK9ePXbs2MGFCxeoW7dutDZHR0dtHyHEly20QjcMru1A3/NCtOO6QKNdu/i9VSu6yrpbIonc3d3566+/2LlzZ7R13f4rODiYWbNm0blzZ8qWLRujPWD+fGKdzzd4MAAbNmzgl19+wcnJSWb1CZHCJFeOIrmyEF+3xo0bs2nTJnr06IGnpycuLtewtPwLX9/SMfr+9FPURnuyZUPqCw4OpmvXrhw8eJAGDRok+LyEFpDXrFnDtGnTmD17NkZGRtHa7E/ZY2hqSKMRjaIdb/R9Iy79dgn7U/YMqh7/PjSTJk3iyJEj3LlzR5ZrEyIVJWxaQQravn07z549Y/78+TFmOSilmDZtmvY1YsQInj17xu+//57o60RGRtK/f382btxIx44d2bp1a7xJsZ+fH3fv3sXPzy/a8YEDBwIwZcoUQkNDtcdPnTqFo6MjdevWpVixYomOTwiRzmg0fGiziEidmElJJeBqv364uLikflwiQyhWrBgeHh60bt063n6//PILz549i32DqRs3yHrjRszjJUtCvXoopVi8eDFWVlZSQBbiCya5shDiS9O9e3cWLFhAlixZMDLSo1q1xejoeMfat29fuH07lQP8ygUEBNC8eXMcHR3Zv38/3bv34MGD5Bv/jz/+YMiQIQwbNoxJkyZFa7v/8j67ru+i2eRmGJlELy4bmRjRbFIzdl7fibufe5zjX7hwgeXLlzNkyBApIAuRytJ8BaIDBw5QqFChmLvNE7UT/X9ndRw/fpz9+/fTv3//RF1n1qxZbNq0iSxZslCsWDFmz54do4+dnR3ly5cHYMWKFcycOZPp06czY8YMbZ8GDRowYMAA1q1bR4UKFbCxscHX15edO3diamrK6tWrExWXECL9irQoyuOK3SnosilG24yICGo0bozT06dkkY32RCI4OjpSq1YtLC1jPtr5b+Hh4fz888/06dMn9oJLXL9vhgwBjQbHY8dwc3NL8FqmQoj0SXJlIcSXaOzYsYwZM4YtW7bQp08fxo1rxk8/tQGiFw4DA6FtW7hyBT6xXLpIJqNHj+b69eucOHGCWrVqYW8PP/4Iu3fDJ+Y3fJKPjw/du3enQ4cOLF26NMb6yqsvrSZnkZxU71E91vOr96zOX6v/YrVz7L8rgoKC6NevH9WqVWPEiBGfF6wQItHSvIh87do1GjVq9OmO/6hevTonTpxI9HU8PT0BeP/+Pfb29rH2KVCggDYxjs+aNWsoW7Ysa9asYdmyZWTJkoXWrVtjb28vMyuE+ELcf3k/Qf0e5K1MLZdNlPzP8cxKMTsggD/PnsWmVavkD1BkSHfv3tX+vhg3bly8ffX09Pjzzz9jX+7i7VtC1q+PuaFe5szwzzIrixYtolKlStSpUyd5ghdCpAnJlYUQXyKNRoNGo6Fs2bLo6+uzY8dYbGx0OHy4Q4y+7u7Qqxfs3QsJXIJdJMHHTfTmz5/PqFGjKF26NEuXwpQpUe3t2sHWrdC5c9KvkTt3bvbu3UuDBg1iXU//2tNrtJ3TFl292J900dXTpUa/GuydtDfW9pkzZ+Lp6cm+fftko3Mh0kCaF5FfvnxJ7ty5YxwvW7Ys3bp1i3Hc0tIyxmNzCbFp0yY2bdqU4P4zZsyINqvi33R0dBg+fDjDh8fcdEsIkb5ZWFiQyTgTg/bEv87WvzUxMOR4aEiM422A7h078nzFCvr16xfrTsbi6+Xi4sLEyVOYaz+bypUrazfTs7Ky+uTvj8DAQPT09ChcuHCs7W+WL8csLCxmQ48ekDUr/v7+3Lp1i59//ln+uxTiCye5shDiS1ayZEnKlSuHm5sbs2cXwdQ0gN9/jznl+MABsLeHqVPTIMivwK1btxg4cCC7du0ib968WFhYsGEDjBz5/z7h4dC1K7x/D4l8mAUPDw8OHz7MsGHDaN68eZz9KuStgNMGJ2oPqB1rITkiPIKLGy5SMW9Frj69GqO9devWFClShJIl/zvFRwiRGtK8iKynpxdtvbSP2rZtS9u2bWMcDw0NTfAO0UII8V9WVla43XWL9wN2UFAQa9eupWHDhpQpUyZqV+CZM2HDhhh9F4aGUnzAAJ49e8aUj3/GFwLYvHkzJ487Yl2iOJUrV8bBwYGTJ09y5MiRGBuM/Je9vT379+/nxo0bMWdZKEXw4sWxn/jPhnrm5uZ4eHjIDA0hMgDJlYUQXzIjIyNOnDhB3bp1adOmDSdOnOPPP9/g45M/Rt/p06FSJWjZMg0CzcCcnJywsbEhf/786OlFlYB27oQBA2L2VQoGDoS6daFo0YSN/+LFC5o2bQpA7969MTEx+c+YirNnzwIwuPpgBu0ZhPNWZ2r1qRVjLOctzvg+9OXH9j/yrcO32uNhYWHo6OhQq1YtatWKeZ4QInWkeYaZM2dO7t69m+D+d+/eJWfOnCkYkRAio7OysqJixYpxvmrUqMGVK1dwcHCgYsWKWFlZRW0fnT17jLFyRkYyX0+PadOmJenxYZExRUZGstthD7r6Buza7cCHDx8YNWoUdnZ2tGjRIt5zfX19Wbp0Kba2trEWgd8dOULOV69inlizJpQrx+vXr3n69CmGhobaDwpCiC+X5MpCiC+dmZkZR48e5c2bN9SqVZnhw88BvjH6KQXdu8PDh6kfY0Z15MgRGjduTNmyZfnzzz/JmTMnBw9GPbymVOznrFmT8ALyu3fvaNmyJe/fv8fR0TFaAVkphaOjIxUrVmTMmDEAFPmmCJ3KdcLR3pHgd8HRxgp+G4zjHEc6l+tMEYsi0drmzp1Lo0aNiIiISPjNCyGSXYKKyIUKFWLZsmXarzdv3syN2HaET4IaNWpw5syZBD129+LFC06fPk3NmjWT5dpCCBEbHR0dJk6cyKFDh7h+/XrUwWzZII7ZnwPDw/m+WjU6d+7Mg+Tc2lh8sZycnHj+zIcmg6fz/JkPf//9Nxs3bmTJkiWfPHfOnDno6+vHuWbys2nTYj9xyBAAli5dSpkyZQgODo69nxAi2UmuLIQQ8cuTJw8zZ87k1atXWFtnpXDhiUB4jH5v3kRttBcYmOohZjh+fn506tSJJk2acOzYMbJmzcrp09CxY9TSFbFZvDj2GcqxCQkJoV27dri7u3P06FEKFSqkbQsMDKROnTo0b96cmzdvYmZmBoC7nzvtSrcjOCCYU8tORRvv1LJTBL8Npl3pdtH2r7l16xazZ8+mTp068pSdEGksQUVkT09P3rx5o/26T58+7Nu3L1kCGDBgAB8+fKBPnz6xPqr3UWhoKH379iUkJIR+/foly7WFECIuXbp0oUCBAsydO/f/B7t1gyZNYvTVAab7+GCg0dCrV6/UC1KkW7t27cLMMg+1e4wia47c7Ny5kyZNmpA/f8xHN//Ny8uLX375hXHjxmFubh6zw/PnFI2tMGVhAR06EBQUxKpVq+jRo8cnl8wQQiQfyZWFEOLTRo4cSZMmTRgxYgTt22dHo4n9D+Y3b0YtqRDXTFnxaUopLCwsOHXqFHv27MHY2JiLF6FNGwiJudULALNmRV8j+VNCQ0MxMDBg//792k1Xr1y5glKKzJkzo/75AbZq1Yo///xTuy9N562dCQ0P5fTy07zxfgOA/1N/Ti8/TWhYKJ22dmLQnkFkMs6EmZkZ/fr1o2jRorJ0oBDpQIKKyDly5MDb2ztFAqhbty7dunXjyJEjVK5cmd9++43Hjx8TFhZGaGgonp6ebNy4kYoVK3Ls2DE6d+5M/fr1UyQWIYT4SF9fnwkTJrB7926ePn0adVCjgdWrIZbinJmXFysKF+bSpUuyrMVXxtvbm6tXr0Z77XbYg3XDtujq6WHdsC3rN26M0Se236u+vr5Ur16d77//PtZrha5ejSa2qSMDBoChIdu2bePVq1dxni+ESBmSKwshxKdpNBpWrFiBt7c3CxYsoF6968C2WPtu3w7/esBD/IuXlxcbN25k2bJlbNy4ES8vL22bUopp06YxdOhQlFJUq1YNPT09rl2DFi3inuE9bhwktEarlOLFixeYmJhw+PBh6tevz8WLF2nSpAlVq1bl5MmTAMybN4/ly5ezd+9eypYti9tdN1xdXXF1deXcuXOYZjHlsP1hAI7YH8HUxJRz585p+7jddWPPnj24uLiwfv16DA0NP+fbJoRIBglaLLFatWps2bIFPT09LC0tAbQLo8dHo9EwNQHbq65bt46IiAh27twZ58wJpRQdO3ZkQywbWwkhREro06cPlStXJm/evP8/WLgwTJsGkybF6N/uxg161q5Nu3btGDJkCPPnz0/FaEVa6dGrN2dPR38cT0dXl3YtugJQvkVXLu3+hUqVKkXr06BRY06fjP4HhypVqvDnn3/Gep2IkBBezZlDrv82aDQwaBBKKRYtWoStrS1FihSJbQghRAqRXFkIIRKmWLFiTJ06lfPnz3PixAkGD67IyZN2uLtnjtF3zBgoXx7q1Uv9ONOjy5cvYz97NocOHyYyMhIjQwOCQ6I2U23dqhU/TJzIb7/9xi+//ML8+fPRaDQA3L0LTZtCQEDs4w4eDPPnR6WUCTF37lyWLFmCm5sbjx8/ZsqUKRw9epTSpUszfPhwli5dSsOGDalTpw516tTRnmdlZRW118w/5tjPYciQIRSuWRiXXS6sXr06Wn8ACwsLpk6dSvXq1RP3zRJCpAiNUp9+SOT+/fvY2dlpN/XQaDQk4DQ0Gk2iFj4/deoUGzZswNnZmefPn6OUwtLSkpo1a9K3b18aN26c4LG+FG/fviVr1qwEBARgamqa1uEIIWKhlCIoKIhMmTJFHQgLg4oV4datGH2flCpFJV9fXvr5sW7dOvr375/K0YrUtnnzZr4bPBh09Wk9fgk5ClmTKas55rkLaPv4+3jyIcCfF4/ucHDBSIgI45fVq6Mtf7JkyRKaNGlCqVKlYr3OxR9+oEZsf5iwsYFDh3j79i2DBw9m8ODB1K5dO5nvUogvV2rkWpIrpyzJl4XImCZPnsycOXPo1282GzYMAWIu5ZUjB7i6wr/ndHyN/vjjD7p27UKB3N/Qq3V12jQoT5ZMhrz/EMKBM9fYfNCZh09eEBmpWLdunfYPjh4eUKcOxPWwTM+esGkT6CToGfWoP2p+++23TJ8+nRkzZrBw4ULWrVvHDz/8wOnTp9m8eTO9evXil19+wdjYON6xwsPDKV22NPfc7lHCugQ3r9+UTaGFSAOJybMSVESGqJ3mPTw88Pb2pn79+vTp04fevXt/8rx68mfDeElSLET6ppSicePGlCpVKtqmSVy8CLVqxbpY273p02m5ZQvPnj3j/PnzVKxYMRUjFmnhzp07tO/QEQ9PT9pMXE7FVj1j9HE9uJmD80ZQqGBBHHbvwtraWtt248YNypUrx5o1axg4cGCMc5VSXDIzo/rbtzEvfvgwtGyZrPcjREaSWrmW5MopR/JlITIepRQ///wzR48exdzcnD/++AAcJrYVN7t0gd9/T/UQ043Lly9Tp05tmlQvycJxHTHQj1loDQ0LZ9SCXZy86MYFJyeqVKmCt3dUAdnDI/Zx27aFXbsgoXXb/fv307ZtWwoWLEirVq1YunQpoaGh3Lp1i27duvH06VNWrVqVqD1ijh49yqgxo1iyaAnNmzfXHl+1ahXXr19n9erV6CS0wi2ESJIUKSL/W8GCBRk1ahQjRoxIcpAiiiTFQqR/M2fOZN68eTx+/JgcOXL8v2HIkKg1kv/jjaEhBg8fUs/ODh8fH65evap9vFlkXM7OzvTq1Qt3d3cmOj7GNPv/F554+/IZc5vlp2vXrqxbt+7/s9r/YWtry+3bt3Fzc0NfXz/G2Je3b6dq9+4xL1qwILi743b/PleuXKFr166xni/E1ywtci3JlZOX5MtCZEy2tra4uLhw9+5dqlevzp07bYHZ0fq0bAlbt0Js+w1/LexsbXG7cZkDy4fGWkD+KDQsnDbDV2Jdrhprf91HvXrg5hZ732bNYP9+SOgyw1evXqVGjRqEhoZSoEABfvzxR3r06AFEFXzXrl3Lzp07KV68eGJvLwZPT09Kly5Nz549WR3LZy0hRPJKTJ6VpD/peHh4SFIshPhqDB8+HD09PZYsWRK9Yc4cyJkzRn+zkBCe9+7NqlWreP78OcuXL0+dQEWauHr1Km3btqVGjRr4+/ujq6eHsWnUJ52QwHcAGJuao6unR926dWMUkJ2dnTlw4AAzZ86MswBsENcap4MGga4uP/30E5NiWadbCJE2JFcWQohPW7p0Kf7+/syaNYshQ4YAc9BoDmjbp0+Hgwe/7gKyl5cXBw8dolfr6vEWkAEM9PXo2bo6+w+co0GD0DgLyHXqwB9/JLyA/OTJE6pWrUq2bNlYsWIF9+7dw8bGht9++w2AwYMHc+nSpWQpICulGDhwINmyZZP9ZYRIhz77uQAnJydWrVrF3LlzWblyJRcuXEiOuIQQIt3Ili0bgwcPZuXKlbx58+b/DWZmcW4bXejUKaoEBzNw4EDmz5/P6dOnE7Q+pviyDBs2jEqVKnHr1i02bdpE69atyVWkFCoyAofpA5hR5xscZnyLiowkZ2FrXF1dY4zx448/Urp0abp06RL7RYKCKH/1aszjBgbQrx/Pnz9n27ZtjBgxQmYhC5EOSa4shBCxK1CgAFOmTGHx4sWUKlUKM7OsKNWTPHl82L9fMWNGwtfqzahOnTpFZGQkbRqUT1D/JjWqoNRBbt82iLW9cmU4dAj+M6chBk9PT6ZMmcKjR4/46aefcHBwwNPTk6FDh+Li4kL58uUZPXo0L1++RKPRYJjQivR/uLi40KRZc1xcXADYuHEjJ06cYO3atfLkiRDpUJJXLb906RK9e/fG3d0diPqL0cfdP4sWLcrGjRupUaNG8kQphBBpbNSoUTg4OGgft9Pq0CFqY7PDh2OcEz5gAEtdXHBzc6N58+ZMmjSJGTNmpF7QIkVcunQJS0tLChQoQIMGDahevTpdunRBT0+PRYuXoGdswupeNQl49phRo0bxy5o1+Ny+gqGJOZevuMQYb+3atfj6+qKrqxvr9W5NnUppf/+YDZ06QfbsrJ4+HX19fb799tvkvlUhxGeQXFkIIT5tzJgxbN68mcOHD+Ps7EzVqlXJmdOWn34yIkuWmTRs2DCtQ0xT7969w8jQgCyZPl2kDQnVZfSCLkCBWNtLl4ZjxyC+2uyTJ0+wt7dn/fr1mJmZsW3bNnR0dJg6dSr6+vrMnTuXqVOnUr16dbZv30727NmTdmP/2Lx5MyePO2JdojiVK1fG3d2dPn36RFsfWQiRfiRpTWQ3NzeqVq1KYGAgzZo1o379+uTMmRNfX1/Onj3LsWPHyJIlC87OztE2DhIxyRpvQnw5IiMjY9/Y4fFjsLaGDx9iNN3o2JE8q1dTuHBhAgICOHHiBI0bN06FaEVyc3JyYtasWTg6OjJhwgTmzZsXrT04OBgTExPCw8MpaV1Ku3nex0337rrdQU9PL+rDgJERSimCgoJiLG/xb15eXvjmz0+V2AMiqHx5rKys6NKliyybIkQc0iLXklw5eUm+LETG5uvrS44cOdBoNFy+fJl69ephZGSEsbExN27cwMLCIq1DTDMbN26kX79+3PhjRryF5LBwHYb82JZTl4rG2l6kCPz1V6wr8WnZ29sza9YsTExMGDlyJHv37uXp06c4OTlRuHBhFi1axNixY5k4cSIzZ85EL6E78sUhMjKSPHnz8dLPj+wWFng/fYKOjk7cn7mEECkixddEnjlzJqGhoTg6OnL06FEmTJhA7969GT9+PEeOHOH48eOEhIQwa9asJN2AEEKkRzo6Ojx58oSzZ89Gb8ifH+J4vyu2ezeRd+/y119/UbNmTTp37syjR49SPliRbO7cuUOTJk2oVasW3t7e7Ny5kzlz5sToFxQURLkKFenbty8uVy5rC0PW1ta4XLlMnz59KF+xEsHBwQAcPnyYQoUK4ePjE+e1HSZMiL2AXL48VK+Onp4eCxcuZNSoUclwp0KI5CK5shBCJJylpSUajYaTJ09SrFgxWrRowZs3b/D396dfv35f9ZJwjRo1QkdHhwNnrsXZJyJCw9ifbeIsIOfLBydPxl5A9vX15fnz5//0y8e0adO4f/8+f/31F+7u7hw7dkxbVBo0aBBnzpzB3t7+swvIEDVB4/kzH5oMns7zZz6MHTsWpZQUkIVIx5I0E9nS0pLGjRuzbdu2OPt069aNU6dO4evr+1kBZnQys0KIL0vfvn05ceIEDx8+jL72V3g4VK0Kf/8d45ybFhaU9vXlTUAAVapUISQkhPv372NsbJyKkYvEevnyJdmzZ+fBgwd07tyZSZMm0bZt23gT20/NnPjYHhkZSYUKFTA3N+fMmTPaR9z/7fXr1xyytKRXeHjMgdasgYEDk3RfQnxt0iLXklw5eUm+LETG5+/vT/78+enVqxf29vbkzZuX9+/fA7BixQqGDh0arX9kJLi5QalSaRFt6jl8+DCdOnUkZ7YsHFk9IsbmekrBpKXN2XmsfKznW1rCuXNQrFj0435+fvz000+sWLGCXr16sXr1am1bZGQk48ePp2nTppw9e5YVK1Zw48YNChQokKz3NmLECLbs+oOxB92Z17wAObOZapeAEkKknhSfiRwQEPDJN5CCBQsSEBCQlOH5+++/GT9+PG3atIn22Pfjx4/ZtWsXr1+/TtK4QgjxucaPH4+Pjw+bN2+O3qCnB2vXxrr7Rxk/P5yHDMHc3Jz+/fvz9OlTdu/enUoRi8RQSnHq1Cnq1atHlSpVCA0NpUiRIri4uNC+fftPzoxIaPvu3bu5ceMG9vb2sRaQAdYtWUKHWArIytQUunXj+PHjdO/enQ+xLKMihEhbkisLIUTimJubM3PmTFatWsWDBw9YuXKlts3JySla3zdvwNYWqlWD27dTOdBU8vz5czp37kyrVq0oU6YsT33fMOan3YSG/T83VArs1zaMs4Bsbg4nTkQvIL9584apU6dSsGBBVq5cyciRI7G3t/9nPMW9e/fQ0dFh+PDhzJw5kwULFjB58mSsrKw+6368vb25evVqtNduhz1YN2yLrp4eZZp25O279zH6eHt7f9Z1hRDJTCVBwYIFVcOGDePt06hRI1WwYMFEjz1u3Dilo6OjNBqN0mg0SkdHR9vm4eGhdHV11ZIlSxI9bnoVEBCgABUQEJDWoQghEqh9+/aqcOHCKiwsLGbj998rFZXTRXuFmZkp9fKlioyMVH379lUGBgZq27ZtqR67iF1kZKRydHRUtWrVUoCqVKmSOnDggIqMjEz2a4WFhalixYqpli1bxtvv6NGjauMPPyg1cqSKzJr1//89DR+ulFKqSZMmqlKlSikSoxAZSVrkWpIrJy/Jl4X4OoSFhamyZcuqKlWqqLCwMFW1alUFKEAdOnRIRUREqJs3lSpa9P9pUdGiSvn7p3Xkye/WrVsqT548auvWrSoyMlLt2bNHGRjoq2IFcqofh9upG3/MUMO7/xXbxw4FSmXJotSlS/8f72O+ePfuXWViYqLGjRunXrx4Ee2a8+bNU/r6+uq3335TZmZmKn/+/MrJySlZ7qd+w0ban+XHl46urhqy+YKaezVUDf7tvNLR1Y3Rp0GjxslyfSFE3BKTZyWpiDxy5Eilo6OjpkyZooKCgqK1BQUFqWnTpikdHR01cuTIRI27YcMGpdFoVJs2bdTNmzfVpEmToiXGSilVo0aNTyblXxJJioX48ri6uipAbd++PWbj27dK5c0bM5Ozs1PBnp4qMjJSBQcHq9KlSytArVq1KvVvQMQQHh6uSpQooapWraoOHz6cooXZJ0+eqEqVKqmrV68m/KT375XX9OkqtFw5pW7fVjdu3FCA/CFCiARIi1xLcuXkJfmyEF+P8+fPK0Bt2LBB3b17V61atUq1bNlS6enpqapVf1aZM8dMs1u3VioiIq0j/3y3b99WvXv3VsHBwUoppUJCQqK1X758Wdm2aaN0NBoFY+IsIBsZKXX2bNQ57969U/b29qpKlSoqNDRUKaXU27dvY1x7w4YNClBTp05VDx8+VL169VKvX79Otnv77bfflHGmTMrYJKvq9ONGNWzbJTX+0H0192qo9jX+0H01bNsl1enHjcrYJKsyzpRJ/fbbb8kWgxAidileRH716pUqUqSI0tHRUdmzZ1c2NjaqX79+ysbGRuXIkUNpNBpVuHBh9erVq0SNW7lyZWVtba2d3TdjxowYiXHfvn1Vvnz5khJ2uiRJsRBfpnnz5qlbt27F3rhvnzaLe2FoqNTever169eqWLFi2sLz8+fPVaZMmZSBgYH6+++/Uy9woZSKmo1x6NAhVb16dXXjxg2lVNTPJLVm9cZ3nfDwcPXtt99q44qtf79+/VSePHm0HwaEEHFLi1xLcuXkJfmyEF+XXbt2qffv32u/DggIUAULFlSwKs7C6axZaRjwZwoKClJTp05V+vr6qlixYurBgwdx9n3yJEAZZ5oe5/dBX1+po0eVCgwMVAsWLFAWFhbKwMBADR06NM730IMHDyodHR1VoEAB9ebNm5S6TXX79m1VoqS1MjTOpDrOWh+tgPzx1WHmOmVonEmVtC6lbt++nWKxCCH+LzF5VpLWRM6WLRuXLl2iT58+BAYGcuTIETZu3MiRI0d49+4dffv2xdnZmWzZsiVq3Dt37tCkSZN4d/q0tLTkxYsXSQlbCCGSzYQJEygV104etrbQoQMPbWwoFBLCaVNTzM3NqVChAsOGDcPX1xdLS0sePnxI6dKlsbW1lfe1VKKUYv/+/VSuXJlWrVqhq6tL+D/rDn/cGTwl7d+/n0uXLsV7nT/++INff/2VkJAQAG7evEmZMmV4+PAhAO/fv2fnzp2MGDECfX39FI1XCJE0kisLIUTSdezYkcyZM2vXd+/QoQMvXrwgZ8756OpeidHf0hLq1UvtKJPH+fPnKVeuHPPmzeOHH37g+vXrFC5cOFqfsDBYtQqaN4f8+TMR9GFGrGPp6MDvv0f1a9asGZMmTaJ9+/a4u7uzYsWKWDfMCg8PZ+DAgWg0GgwNDXn58mVK3CYA1tbWuFy5TOWKFdg9rT9vXz6L1v725TMcpg+gnZ0tLlcuY21tnWKxCCGSJklFZIhKjtevX8+bN2+4fv06f/31F9evXycgIID169djYWGR6DH19PQIDQ2Nt4+Pjw9ZsmRJathCCJFsjh8/Tq9evVBKxWzcuZNCBw/SqV8/DA0NAVi+fDm6uroMHjwYpRQ5c+Zk3759+Pv7Y2Njk8rRf53mzJmDnZ0dJiYmnD59mr/++osKFSqkyLWOHj1KCesSHDt2DIDAwEAGDhzIL7/8Euc5Sinmz59Pw4YNqVy5MgDr16/nxYsX5MuXD4AsWbLg5ubGoEGDUiRuIUTykFxZCCGS7tq1a+TLl48LFy7Qr18/AgMDef78MXp6XdBo/v+HsurVwdUV6tZNw2A/w4sXL8iePTvXrl1j1qxZGBkZxeijpwfz54OjI0RGxv1HxLZtD1Cq1F0A5s+fz/379/nll1/i3BTv3bt39OvXj2fPntGtWzdcXV0pUqRI8txYHLZs2cKFCxfQ0dXF2NQcgJDAdwAYm5qjq6dH3bp1yZQpU4rGIYRImiQXkT/S19enTJky1KpVizJlynzWrKgyZcpw5swZIiMjY23/8OEDJ0+epFKlSkm+hhBCJBelFFu2bOH06dMxG3V00Gg0rF+/nlq1agGQPXt2Vq9ezd69e9m5cycA+fLlo2/fvri4uLBr167UDP+rEBkZiYODAzt27ACgT58+nD17lrNnz9KgQYMUm3kcHh7OqDGjuOd2j5GjRxIeHs7y5cvx9/dn+vTpcZ535swZXF1dmTBhAgAhISFs2bKFXr16YWBgQGhoKCEhIeTLl4+sWbOmSOxCiOQlubIQQiRemTJlKF26NEOGDKF9+/Y0bNgQExMTlHqKjk4XNJpwBg6M4M8/IU+etI424ZRSbN++nYEDBwLQtm1bzp07F++sW40G2rSJf1wD41Hs2WOr/VxSs2ZNChYsGGd/Ly8vmjVrxt69e9myZQubN28mc+bMib+hBFJKMXPmTAYPHoy1tTW5ipZGRUbgMH0AM+p8g8OMb1GRkeQsbI2rq2uKxSGE+DyfXUROTv369ePevXsMHjw4xiyLt2/f0qdPH54/f863336bRhEKIcT/NW3alIoVKzJnzpx4+928eZPvvvuOiIgI2rdvz/Dhw6MVAJcsWUK3bt3o1asX9vb2KR32VyEiIoKdO3dStmxZOnbsyJEjRwDIkycP9VLhecd169Zx/+59ui7vyv2791m+fDkLFixg4MCBFChQIM7zlixZQvny5WnSpAkQtfzF69ev6d+/PwCbN2+mcOHCvH//PsXvQQiR/kiuLIT4Wujq6rJq1Spu3rzJypUrWbFiBcHBwRgZGVGhwjt0dSvy/n0v9PRi/6NaevTo0SOaN29O9+7defPmDb6+IezcqeH48U+XZUqWdI+zrdX089jO9kaj0VCjRo14x/k4CaZp06Y8e/aMS5cu0aNHj0TfS2I9e/aMpUuXYm9vj66+AfrGJqzuVZM7pxwYNWoUd07u5pdeNdE3NuHyFZcUj0cIkUQpuDZzknTr1k1pNBplYmKi8uXLp3R0dFSVKlVUlixZlEajUX379k3rEJOVbBQixJfNwcFBAerixYtx9rl48aIC1LZt26Idj4yM1G6Y9uHDB5UzZ04FKAcHhxSNOaPz9vZWJUqUUIBq3ry5cnJyStXrBwQEqOw5squqXauqJa+XqCpdqqjMJpmVkZGR8vHxiffcFy9eqOvXr2u/7tKli6pZs6ZSKuq/l5IlSypbW9uUDF+IDCej5VpfW66sVMb7GQohEm7IkCHKxMREeXt7q/nz56tZs2ap69evqzFjxihArVq1Kq1DTJDFixcrY2NjlStXdTVw4E3VuLFSenpRm+E1bBj/uZGRkapuvcZKoxMQbRM9i4L+qu+mQ2rJ6yVq4YuFKmexnKpBwwZxbuD86tUr1apVKwWorFmzqvv376fAnUYXHBysAgMDlVJReW5QUJDS09NTQLTN8z5uugcoPT09FRQUlOKxCSGipPjGeilp27ZtrFmzhoIFC+Lt7Y1SChcXF6ysrFi9ejUbNmxI6xCFEEKrbdu2lChRgrVr18bZp3r16rRp04Zp06YRFhYGQHBwMF1btOCPX38FwNjYmEuXLmFpacnAgQPx8PBIlfjTKxcXF5o0a46LS8JmIoSHh3PixAkAcuXKRZMmTXB2dubo0aOfnJGR3BYsWEDA2wBaTmoJQMtJLQkNC8XOzo5cuXLFeV5YWBjZR4+m7KFD4OsLRK0b93GZE0dHR9zc3Bg9enTK34QQIt2SXFkI8TWZPXs2rVu3Jjw8nPHjxzN16lTKli3LgAEDMDY25ty5c7HvT5LOvHv3ju+++478+c+zdm1pTp6Ef/Z25s8/wd8/7nPv3bvHuT9Pkqf0NawqPqflZCcmnN/KZJffKNfmAQC6errU6FODM6fPcP/+/RhjXLhwgfLly+Po6IihoSEnT56kaNGiKXGrWm/fvqVly5b06tULiFraLygoiHIVKkYt5/evzfM+brrXp08fylesRHBwcIrGJoRIGo1Kx++4QUFB+Pv7Y2pqmmE3CHn79i1Zs2YlICAg1t1ShRDp38OHD8mXLx8GBgZx9rlx4wbly5dn9erVDBo4EHbvxr93b05FRlLHywtLS0sAXr16RbVq1TA0NMTZ2RkTE5PUuo10ZcSIESxfvpwRI0awdOnSOPuFhYWxbds27O3tefDgAffv30/xhDg+T548oWixotQdWhebyf/fLPHw7MP8tfov3O+7kzdv3hjneXp60rNiRf76+AlCX58IOzt0hw+H2rVBo6FZs2a8evWKK1eupNhazkJkRBk51/oacmXI2D9DIUTiBAUF0adPH3x8fHj69Cmenp5MnDiRKlWq0LZt2xj9IyNBJw2mzr17946pU6dibm4ebT+MBQvgn60votm2Dbp1i30sT09PatSsQbgRTLw0Dl093Rh9IsIj+Kn2T1jns+bkiZPRcsWLFy9Sp04datSogZ2dHWXLltUunZZSfH19adGiBY8ePeLAgQPU/dfOh5GRkejE80P5VLsQInklJs9KV//PPHfuHF5eXtqvjY2NyZ07d7Sk+OnTp5w7dy4twhNCiFgVLlwYAwMDXr58GWefsmXL0rVrV3b99BOqVSvo3Bnz4GA6hIaytl077QyKb775hi1btnD37l1++OGH1LqFdCUyMpLdDnvQ1Tdg126HODeQ2rp1KyVKlKBv376UKVOGq1evpmkBGWDylMkYmhjSaESjaMcbfd8IgywGTJkyJdbzFi1aRK+goP8fCAtDd/fuqK3GN24kMDCQFy9eMHr0aCkgC/EVk1xZCPG1On/+PC1atECj0fDmzRs8PDx48uQJZcuW5aeffqJz587R3vuUgjVroH59CAlJ+fhev4arV6P+feDAAaytrfn1118xNzeP1s/WNvbz9++P/bhSio4dOxIaEsorT1+ctzrH2s95izO+7r4s/HmhNlcM+ie3rFatGmPHjuXMmTOMGTMmxQvIDx8+pFatWjx//pxz585FKyADnywQSwFZiPQrXf2/s0GDBmzatCnePtu2baNBgwapE5AQQiTQiRMnyJs3L+7ucW96sbx5c04+e4bmn03ePuru5ITD5s3ar2vUqMGECRNYvXo1+/btS6mQ0y0nJyeeP/OhyeDpPH/mw8WLF7VtoaGh2oT45s2bVKhQgWvXrvHHH39QoUKFtAoZgKtXr7J1y1aaTWyGkYlRtDYjEyOa/dCMzZs38/fff0dr8/Pz4/dff6VXLMXyCENDaNuWzJkzc/XqVbp06ZKi9yCESN8kVxZCfK3MzMw4ceIEixcvZvny5bx8+ZI6depw8+ZNGjRoQOXKlWnTpg23bt0iOBgGDIDvvoO//oIRI1ImpkePYMkSaNAAcuSAjh0V7dt3wNbWljJlynD79m1G/OfixYtHvf7rwYOowjdEPWm3atUqrl+/jkajYf78+ezbt4+WLVtybM4xgt9FX+oh+G0wx+Yew8bGhsjISLy8vHB0dKRQoUKcPn2aRYsWMX/+fC5dupQy34j/+OOPP9DR0cHJyYmyZcumyjWFEKnjs4vI3t7eHDlyhN9//53Dhw/j7e2d5LESsrJGZGSkzMISQqQ7derUwdzcnAULFsTZJ1uTJmj09WMcLwQU2rIl2rHZs2fTpk0bOnTowKJFi5I73HRt165dmFnmoXaPUZjlyM2uXbsICQlh9erVFClShMWLFwMwb948HBwcKFeuXBpHHPX7a8zYMeQslpPqParH2qd6z+pYFrVkzNgx0X7frVy5ki4RERiGhsY4R6dbN16Gh+Pi4oJGo5GZGUJ8gSRXFkKIz1e6dGlGjhzJjz/+iIGBAePGjePixYuUKVMGT09P9u3bR758+WjSpD9Vq4by7+Xh166Fdes+P4bISLh8GaZMgTJloHBhGDUKzp6FiAh49EiDrm4ZduzYweHDhylQoECs47RpAxoNVK8Oc+fC7dsQtQ2I4sCBA5QpU4Zhw4Zx+vRpvLy8aN2qNXXr1uXw4cO8f/2eU8tORRvv1LJTvH/9nkOHDlGpUiWKFilK8+bNKVeuHHfu3GHcuHFMmjSJWrVqff43IR7Pnz8HYOzYsbi4uMR5/0KIL1eSP40+evSIpk2bYmVlRevWrenRowdt2rTBysqKpk2b8uDBg+SMU8vd3Z2sWbOmyNhCCJFURkZGjBkzht9++42nT5/G3ilnTsJmz461qZKxcVRm+g8dHR22bt2KiYkJY8eOjTF7NaPw9vbm6tWr0V67HfZg3bAtunp6lGzYlt82byFfvnwMGTIEa2trihUrhre3d7oqkty7d4+zZ85SvXf1WNepg7g3PLl27RqFW7WCli2jPlH8i2boUFasWEH9+vV59+5dit6DECJ5Sa4shBDJa/r06ZibmzNy5EgmTZqElZUV3bt3Z/bs2YSGhvL27Tvevl3NzZsx9ykZOjSqAJxYwcFw5AgMGgR580K1amBvD7duxd6/QoXpdO7cOd48ddQo8PGBixfhhx/A2hoePnxAw4YNsbW1JW/evFy9epVRo0bh5+fHh6APrGm/hjPfnaF7+e6cXXGWN95vAPB/6s/ZlWfpUb4HZ747w5r2awgNC2XEiBEMGzaMkSNH0r9/f2bH8RkkuTg4OFCoUCHOnDmDRqOR9euFyKCStLHe06dPqVKlCr6+vpQsWZK6deuSM2dOfH19+euvv7h9+zaWlpZcvnyZfPnyxTtWv379tP/etGkT5cuXp3z58jH6RUREaNd4a968OQcPHkxs2OmSbBQiRMbx7t078ufPT69evViyZEnsnSIj8ciXj4I+PlFf58gBS5cS2bEjU6ZOpVy5cnTu3Fnb/d69e7Rp04bQ0FCuXLmChYVFyt9IKmrQqDFnT0efTaGjq8t3G8+Rr3QVvG5e5pe+dVH/WeqhQaPGnD55IjVDjZdSikaNG3HX+y5j/xqb6A1PQkNDozZmfPSIRxMmkHXPHkwrVCD8/Hny589Ply5dWLZsWWrekhAZRlrkWpIrJy/Jl4UQH+3evZsJEyZw+fJlTExMMDQ0BKKewmjUqBE3b0YSFHSWDx9iFnHz5gVX16j0Oz5+flGF4/37wdERAgMTHl+1auAc+7LFsQoJCcHQ0BBfX19sbW2ZNm2adu1niFourVKlSpz57gzlcpfjXcg7Ki6rSGGbwnRb1Y1tg7fx6Mgjro64iomhCdd9rtPglwa4uLgwffp0dHV12bNnD3p6egkPKpF++eUXhgwZQpcuXdi0aVO8m40LIdKfxORZSXonmTFjBr6+vqxdu5YBAwbEaF+/fj0DBw5k1qxZ/Prrr/GO9e913TQaDdeuXePatWux9tVoNFSpUkX7KLMQQqQnJiYmjBkzBp+PBeLY6OhgtnMnIXXq8HeZMlT/808wN0cHePDgAWvXrqV+/fpYWloCULx4cU6cOEGVKlWoU6cO169fz1CJWd/evbjkfBF09Wk9fgk5ClmTKas55rkLAGBVpirjDtzlQ4A/Lx7d4eCCkRARRp9ePdM07v/SaDQs/HkhlSpVwnmrM7X6xHxc8OOGJ0d3HkWj0RAeHs6FCxeoW7fu/3+mhQpRaPdugvz90ff357dt2/Dz8+P7779P5TsSQnwOyZWFECJldOjQgdatW2NkFLX/xMclzwIDA3Fzc0OjiaBEiXlcvToxxrlPn4KNzVtMzbowf+4sKleurG178CCqaHzgAJw/H+0BwUS5dAlevPh0ofrt27fMmzePLVu2cOvWLSwtLXFOQPXZxNCESfUnMXbnWArVLITLLhcWtlqIiaFJtH4ajQYHBweUUilWQFZKMWvWLGbMmMGIESNYvHixLL0mRAaXpP+HOzo60qZNm1iTYoD+/fvTunVrjh49+smxPDw88PDw4NGjRyilGDlypPbYv19eXl68ffsWZ2dnihQpkpSwhRAixU2ePJmVK1fG28e8dm1WjhpF/fv3efqvqQ0rVqxAo9EwZMiQaOteWllZMXbsWO7evcvy5ctTLPa00KtXL1yuXCF/3jzsnzMU34e3tAXkj8xzF+D5g5vsnzOUAvny4nLlCr169UqbgOOglOLgwYMopThqfzTWDU8c5znSq1cv7QzC3bt3U79+fdzc3LT9Xr58yYcPHzA2N0cVLMiiRYuwtbWlcOHCqXk7QojPJLmyEEKkDI1Gg5GREe7u7mzduhVvb29++OEHfH19CQkJwdramqtXJ1G27LFYz3dxMeX0yQZs3ryVixdh4sSo5SSKFoWxY+HcucQXkHV0oHZtWLAA7t6Nv4D8cdO8IkWKsGTJEvr06YOubuxLocWlZ8WeFMlRhB0jdlA0R1F6VOwRo4+7uztGRkYYGxsn7mYSITAwkN27dzNnzhyWLFkiBWQhvgJJ+pPUixcvKFWqVLx9SpUqlaDEOH/+/Np/b9y4kQoVKkQ7JoQQX5qQkBC2bNlChw4dMDMzi7XPgBkz+PPhw2jr3ObIkYNVq1bRqVMndu7cSZcuXbRt48aNw8/Pj/Hjx5MrVy66deuW0reRaqytrbly+RLVq1dn97T+FKnWGNPsubTtb18+w2H6ALp27cq6devIlClTGkYbU2RkJKNGjWLZsmWMHTuW5SuWc2rZKWwm22j7nFp2itD3odr16JRSLFiwgKZNm2Jtba3tN3XqVM6fP8/NmzcJDg6mdevW2Nrapvo9CSE+j+TKQgiRsrZu3cq8efO4efMmEyZMYO7cucybN48xY8bQsWNHBgww4Pvvn3L3bt5Yzh7HypV+fM7cjEyZoGlTsLUFGxvInj1h5/Xp04fff/+d3r178+OPP5I3b2zxxU9PV4/ZTWYz+cRkZjedjZ5uzLJOSq6NHxwcjL+/P7ly5eLKlSspWqgWQqQvSSoiZ8+endu3b8fb586dO2RP6DvpP3r37p2UcIQQIl15/fo1w4YN48WLF0yaNCnWPqampuzfvz/G8Y4dO9KxY0fOnTsXrYgMMGfOHM6dO0f37t2JiIigZ8/0taTD5zh69Ci3b99GR1cPY1NzAEIC32GY2QRjU3N09fSoW7duuisgA3z77bds3LiR1atX891332FoaMhPC3+iVp9amOUxw/+pP3+u+pPxY8drPyicOHGCa9eucerU/9eDDgwM5Pfff2fEiBFoNBqMjY2ZP39+Wt2WEOIzSK4shBAp64cffmDLli0MGzaMffv2sWXLFhwdHenUqRPHjx9nyZIlnD2bk2LF/Hn71jzG+ZGRid9nxMjoDR06GNC5cyYaNYKE1k6vXr2Kjo4O5cuXZ+zYsYwbNy7Wte0To0mxJjQp1iTO9hyfWk8jid6+fYutrS1v3rzB1dVVCshCfGWSVERu1qwZmzZtYv369fTv3z9G+4YNGzh48CB9+vRJUlDBwcFcuXIFHx8fQkJCYu2T3h5lFkKIj3LlykW/fv1YvHgxI0eOjLfwef78ec6ePcuUKVO0x7Zu3Rrruse6urocOnSI/Pnz891331G3bt0Ys9GOHj3KqDGjWLJoCc2bN0++m0ohwcHBGBkZade3+9vdCxUZgcP0Abge3EylNr1pM2EpOQtb4+rqmtbhxqpFixY0a9aMTp06ATBhwgTW/rqWI3OO0G1lN47MOUJW06yMHz9ee86CBQuoVKkSDRo00B5zcHDg7du39O3bl9u3b7Nv3z5GjRqVLgvnQoj4Sa4shBApy9jYmGXLltG6dWsOHz6s/ff+/fspW7Ys33zzDV26tKdhw8ocPvwDYWGJWzLiI43mDiYmZ5gxowLff1+TxKzY8OTJEyZPnsyWLVvo0aMHW7ZsoUKFCkmKIz14/vw5LVq0wMPDg4MHD8ryFUJ8hTTq3wtvJtCTJ0+oXLkyfn5+WFtbU69ePSwtLfH19eXcuXPcvn0bCwsLXFxcPrnj9H+tXLmSqVOnEhAQEGu7UgqNRkNERERiw06XZLdpITImDw8PihYtyqJFixgxYkSc/dasWcPgwYO5du0aZcuWjda2a/t2DDJlws7OLtrxR48e0bhxY0xNTblw4QKZM2cGIDw8nNJlS3PP7R7FSxbn1o1bKboT8+f6+++/adu2LatXr6ZFixaUK1+BtzpZCH77ioBnj/lu0CB+WbMGs1wFMDQxx1QFcv3a32kdNgBv3rzht99+084a/q+Pu1R3XtqZnd/vZPXq1QwaNAiIWv5i7ty5lC1bltatW2vPqVu3Lvr6+pw6dYp+/fpx/PhxPDw80NfXT7X7EiIjSotcS3Ll5CX5shAiLnZ2dty5c4e7d+/i5ORErVq10Gg0eHt7s2TJEn7++Wc6djzC7t0tEjSejo6iZs0I2rbVo1o1Xw4dWsKUKVO0+XZCvH//nrlz57Jo0SJMTU2ZNWsW/fv3T1RerpTi0KFDzJw5E1dXV858d4Zyuct98rzrPtdp8EsDXF1dqVixYoKv9ykPHz6kadOmBAUF4ejoSJkyZZJtbCFE2kpUnqWSyN3dXTVs2FBpNJoYr4YNG6p79+4lesw9e/YojUajypYtqxYtWqQ0Go1q27atmjdvnmrZsqXSaDSqQ4cOatOmTUkNO90JCAhQgAoICEjrUIQQyaxnz54qb968KiQkJM4+oaGhqnDhwqpNmzbRGw4cUL6ZMqmGWbMqX1/fGOfduHFDGRoaqgoVKmiP2dvbK0BVbF9RAWrOnDnJdi/Jbe/evSpTpkyqUqVKytvbWwUFBSk9PT0FqJLWpdTt27eVUkrdvn1blShprQClp6engoKC0jhypZ49e6bKlSunzM3N1ePHj2PtExYWpoqXLK4AVcK6hAoLC4vewdNTqd27lQoNVUop9eHDB1WnTh21fft29fz5c2VgYKDmz5+f0rcixFchrXItyZWTj+TLQoi4PHnyRHl4eEQ7du/ePVWuQlQ+/P/XKgUqjtc7BbsV9FA5c5VWuXPnVv7+/kmO6fXr1ypv3rxq8uTJiX7fCgwMVJGRkSoyMlJVrVpVlSlTRgHqzHdn1OtZrz/5OvPdGQUoV1fXJMcfm/3796uSJUvG+F4LIb58icmzklxE/ujJkyfqwIEDauvWrerAgQPKy8sryWPVqVNHWVpaqsDAQKWUUhqNRs2cOVPbvm3bNqWnp6fOnDnzuWGnG5IUC5Fx3b17V23fvl2Fh4fH22/btm0KUE5OTkp5eyvVvr02q72mq6s6tm2rIiMjY5w3duxYBajx48erFi1aKM0/SbKhob4ClAaUTcuW6vLlyyl1i4kWGRmp5s2bpy10fHy/f/36tapUparq27ev9thH79+/V3369FGVq1b7rIQ+OTx69EgVLlxY5c6dW926dSvevkeOHFHFSxZXR48e1R578OCBmjBhggr+/vuon3GuXEpNn67U06dKqajvz7Rp01SmTJnU69evU/BOhPh6pHWuJbny50vrn6EQIv179+6d8vLyUr///rvS09NTM2fOVDq6ukrPwEhpNBpVMG9uVaHkSW3hOEe2AFW19FGVK0dXpaOTWenpGyg0GmVoaKiWLFnyyfz93yIjI9XBgwdVtWrVtJM/goODExX/kydP1Pjx45WZmZm6cOGCUkqpN2/eKFdX1zQtIt+5c0f7OST0n8kPQoiMJTF5VpKWs0gpZmZmdOrUibVr1wKgo6PD1KlTmTlzprZP8+bNCQ0N5fTp02kVZrKSx/OEEJGRkZQvX57vdHUZ8vAhvHsXrX0UUH3HDjp37hzjXBsbG44ePUqhvBb0tatFmwblyZLJkPcfQjhw5hqb9jvh9dyf33/fQbt27VLpjuL2/v17KleuTMeOHZk5c2a0tdQiIyPjXVvtU+0pzdPTk5o1a5I5c2ZOnDhBgQIFEj3GkCFDOLh7N15KoXn1Sntc6epCp06ErF+PVf78dO7cmeWfs2W4EEIrI+VaX2OuDBnrZyiESBlNmzYlODgYR0dHypYti5WVFfXr12f69Ok0r12KxeM7Y6Cvx0v/TISG6pEr+1t0dCA0LJxRC3Zy7Pxtypcvz759+7Cyskrwdf/++2/GjBnDmTNnaNiwIb/++iuFChVK8PlXr17l559/Zvfu3WTKlIlvv/2WUaNGkSdPHm17pUqVWNN+DcWyF/vkePdf3mfQnkHJspyFg4MD3bt3Z82aNUlew18Ikf4lJs9KV4tlhoWFRdul2tjYmDdv3kTrU7ZsWW3iLIQQ6V1oaCg9evSgffv2sRaBIaoIsHPnTgpu3Qpz5sRon6urS99ly+jUqVO09XcvX77MyZMnaF67NIvHd8JA//9v6VkyGdLNphodmlZizE+76dq1C+fPX6BKlSrJf5MJ8PLlS4KDg8mXLx+urq6xriv3qQJxWm/ekSdPHrp168a4ceOwtLRM9PkvXrxg48aN/G5jg2bPnmhtmogI3vj7k9XIiB07diTqw4cQ4ushubIQQsRuwoQJNG7cmN27d7N8+XJatGjB27cBFM6XXVtABshu/iHaeQb6eiwe35n7nsvJmdMyUQXkhQsXMm7cOEqUKMGhQ4do2bJlrHtl/FdERAQhISFkypSJffv2cenSJebMmUOPHj3IlSsXd+7cYe3atTx58gR3d3d0dXQZtGdQguPKZJwJCwuLBPePzcf9Pbp06UK3bt0+aywhRMaRoCJyv3790Gg0zJkzB0tLS/r165egwTUaDevXr09wMLlz5+bZs2far/Pnz8/ff0ffROnx48fpeqMoIYT4NwMDA96+fYu9vT0dO3aMsxBasmRJmDaN8N270XN3j9ZmFBHBNjMz/puSzrG3p0Dub2IUkKNdX1+PheM60mb4SubY27N3375kuKvEuX37Nq1bt6Zw4cKcOHEiURuTpAfHjh3D1NSUmjVr8vPPPyd5nOXLl6Orq4uNl1es7VknTkSj0dCwYcMkX0MIkTYkVxZCiLTVqFEjunTpwrhx47h79y7NmjXjuKMjPw63izNP/shAX48+djWZunwfgwYNYubMmeTMmTPWvu/evcPHx4fixYvTsGFDVq1axYABA+J93w0LC8PHx4d79+5x8+ZNVq5cSYkSJdDT0+Px48f4+/szfvx4AMaNG8eDBw9Yu3YtVlZWWFlZ0advH/Lmzcsehz289g2je5N50YrVSim2nfiBbJb6bPptE9mzZ09UMfzflFLMnDmTmTNnMmLECBYvXpzmEzmEEOlHgpaz0NHRQaPR4ObmRrFixRL8JpLYnaG7devGnTt3uHbtGgCjR49m6dKl2Nvb07p1a86fP8+wYcNo3LgxR48eTfC46Zk8nidExnfu3Dnq1avHgQMHaN26dZz9Hj9+zMASJXAMDo613fPnn7lXujTNmjXDy8uLggULMmtoG7rZVPtkDNsOX2L6ygN4eHgkOalMimPHjtG5c2fy58/PwYMHyZ8/f6pdOzns2LGDnj170rVrVzZv3pzkcYKCgsiTJw+TWrRg7PbtMdpf5c7NlXXrmDN3LgcOHMDMzOwzohZC/Ftq5FqSK6csyZeFEAnh4+NDiRIl6NmzJwULFmTcuHHc+GMGWTIZfvLc9x9CKNtuBkZGRgDcunWLwoULa9vDw8NZt24d06dPp2DBgjg7OwNRRVc/Pz+8vLzw8vIiIiKCDh06EBkZSZ06dXj8+DE+Pj58LLvo6enRqVMnTE1N8fLywsrKinz58mFlZUW1atUoWrRorPE5OjrSvHlzhthtoGSBOjHa3Tz/YtW+fhw7doxmzZol9lunFRERQfv27alWrRo//PBDgmZWCyG+bInJsxJURH78+DEQ9Sjvx7+WJVRiCgZ79+5l0qRJHD16lAIFCvDy5UsqV67M06dPgag36KxZs3Lu3DnKlCmT4HHTM0mKhcj4lFLUqVOH8PBwLl68GG8y1qRJEwa5uNDhP48nA/gbGVEpUyac3dw4fPgw/fr1S3RivHHjxlRb02z16tUMGzaMli1bsn37dkxMTFLlusll1apVDBs2jJ49e7Ju3Tr09fU/a7zLly9TatkyMm/bFqPtw88/Y+foyOvXr7ly5Yok7EIko9TItSRXTlmSLwshEmrr1q3kzJmTO3fuMGH8OO7sn/npk/5hbTuNGTN/5JtvvqF///4A/Pjjj2g0GtatW4eXlxdly5ZlzJgx9OrVixMnTtCmTRuC/zUBpHjx4ty9exeAQYMGkSNHDkJDQ1m1ahVdunRh4sSJiV62TClFjeo1ePE0lFEdd8aaJyqlWLy7MznyGnDROf7PG7EJDg7G3d2dMmXKpPk+JEKI1JXsayL/N7lNqZlkbdu2pW3bttqvs2fPzrVr11i3bh2PHj0if/789OzZU7vIvBBCfAk0Gg2TJ0/Gzs4Od3d3ihWLe1MMe3t7mlerho2pKcZv30ZrMw8OZgowdOhQ6tSpg5GhQYIKyBC1RrKhgT5v/zNmSrKwsGD06NHMmzcPXV3dVLtucli8eDGjR49m5MiRLFy4MEmJ9MmTJxk9agw/L/yJJk2aULV4cdi7N0a/EAMDPGvX5sTYsWzbtk0KyEJ8gSRXFkKI9KFHjx4AeHl5ERwSyvsPIQmecBEcEoajoyOZMmWiQYMGGBkZMWfOHEJCQrT9Xr16xcuXLwEoUaIE8+bNizab2NzcnF27drFo0SKUUtoZy9OnTydTpkxJuqfjx49z6fIlhthtiDNP1Gg0tKg6nFX7+nH8+PFEzUYOCAjAzs6Ou3fv8ujRI4yNjZMUpxAi40vQTOT/mjVrFvXr16du3bpx9rlw4QKnTp1i2rRpnxVgRiczK4T4Oiil8PX1jXN9tX9r27Yt+S9cYMk/CWq0cTQaaipFhcGDWb16dbqbiezv789vv/3G999//0UXQ69fv87x48cZO3Zsku7j44yRS5cvUbhwEUxNTXDu3h2DsWNjdh48mP4hITg6OuLh4fHZM56FENGlRa4luXLyknxZCJEYoaGhNGjQAOeLF5k1zDbBS79NW76PEiVLkjt3brJmzcqSJUt49uwZq1at4vDhw7x+/ZohQ4awfPnyGOd/+PCB1atXs2zZMry8vGjQoAGjR4/Gxsbms3Lijznlo/vP6NNiabxjKaXYdPR7ChXLleDZyM+fP6dFixZ4enpy4MAB6tSJuVSGECJjS/aZyP81Y8YMZsyYEW9ifP78eWbOnCmJsRBCEDU7IGfOnAQFBeHv70/u3Lnj7Dt79mzGjxtHyIcPGP75Z/RxlGJH1qw0PXYMHR0dDpy5lqDEeP+Za2g0pOimbe7u7rRq1Qo/Pz/at29Pvnz5UuxaKSEsLIxFixbx/fffU65cOcqVK5fksT7OGGlQoS9n/t5IlcqVMVi3Lta+of37c6RVK0aOHCkFZCEyCMmVhRAi7RgYGFC8eHFcXK6w+aAzHZpWindzvdCwcLYcdMbGxoZy5cuzcOFCTExMuH//Po0aNaJq1aoEBQWxfv16bWH21atXeHt7kzdvXrJly4ZGo2HRokU0btyYUaNGUb58+WS5l9DQUJ48ecrLN9789HvbT58AGDyNJDQ0FEPD+CeaPHz4kKZNmxIcHJzhlkESQqSMFNu6OTQ09JOP/37OJkW9evVK8rlCCJFWWrRoQdasWdm/f3+cfUqVKsXhI0fg4UMoXRr+s9Fe/oAAXIYNo+fNmwlOjDftc8LQ0Ii///4bPz8/hg0bxujRo7Gzs4t3N+mEOn36NB06dCBHjhxcunTpiysgf/jwgU6dOnH8+HFq1KgRb+HnU5RSTJ82nYK5K9C27kQe+rhQ6oUfeHnG6OtVoABWlSrh7u7+GdELIb5EkisLIUTKmT9/Pg4ODjx88oLRC3axaHynWPPl0LBwRs3ficdTP14GOHHy1ClGjx7NhAkTos3IMzY2ZtiwYUBUrjdp0iTWrl2Ljo4OR44coVmzZjx8+FC7MV9yMTQ0xPnSRe0SGgmRI0eOTxaQISr/zZ49Ozt37vziNr8WQqSNJFcO4ns0IjQ0lL/++gtLS8t4x+jTp0+iH+1QSqHRaCQxFkJ8kfr27UufPn24efPmJ//af/juXXK1bk3F3btjtJksWsTYX36h4dEjjPlpNwvHdYwzMR69YBdPnvtTuUoV7OzsqFevHgAdO3akQIECfP/99/Tr1y/JjwifP3+eZs2aUb9+fXbt2oW5uXmSxkkrb968oXXr1ly9epWDBw9+VgEZYq5b16rGKOrv6xdrX8ORI3n16hXffPPNZ11TCJH+SK4shBBpJ3v27Pz000989913HD1/i7sez+nbtha2DcqTJZMh7z+EsP/MNTbuvYCHtx/fffcdgYGBzJ49O97JEDt27ODnn3/G1dWVXLlyERERQfPmzWnZsiXz5s1Lkdm8+fLlS9YJGpcuXaJs2bKUKVPmk5t+CyHEvyW4iPzfHUQXL17Mxo0bY/SLiIjAz8+P4OBgvv3223jHjO18IYTIyLp168a0adOYO3cu27dvj7fv4cOHcThxgmfW1ujeuRO9MSgI80mTMDI04sRFN1oNXU5v25oxEuPf9jvh9dyfHTt3Ymdnx549exgxYoS2gLFmzRrGjRuHr68vc+fOTdI9Va9encWLFzNo0KAvbjmGDx8+UK9ePZ48ecKpU6eoXr36Z43371nIJfLXBqDSN0Wxi6Wvv4EBhw0NGZE/P15eXmTLlu2zri2ESFuSKwshRPrSpEkTjIyMCA4OJsRMn2kr9zN1+T4MDfQICQ1Ho6Mht3Vu1FPFccfjnDp9KtZi7evXrzExMUFfXx8HBwe++eYbjh49StOmTYmMjGTXrl3Y29vz/v17IGqjuqxZs6b27SaIg4MD3bt3Z8qUKUydOlUKyEKIREnwxnoFChTQvsF4eXlhamqKmZlZjH66urpky5aNhg0bMnXqVDJnzpysAWc0slGIEF+flStXMmLECO7du0eRIkXi7Ofj40ORIkVY2qUL327aBLG8XQ/MkoWHVatibGTEkSNHUPD/xBiwsbFh2vTpVKlSRXtOQEAATk5OtGjRguDgYP78808qVKhAjhw5+Omnn3BxcWHMmDFUrVo1ztjevn1Lnz59GDNmDLVq1fqM70baW7BgATY2NpQqVeqzx9q4cSP9+vVjiN0GShaI2pikivNyqjkvi9H3brt2tHNzo1ixYuzbt++zry2EiF1q5VqSK6ccyZeFEInl5eVFsaLFCA0PxaKABT84/8Db52+5f+4+we+CMTIxoljdYpjmNGVutbm8evwKAz0D7rvfx8rKCoD79++zZMkSfvvtNzZs2EDnzp0JDQ3FwMAgxvUiIyPR0dFBKUWVKlXInDkzU6dOpVGjRummULt69WqGDh1Kly5d2LRpU6z3IYT4+iQmz4p/IbZ/8fT0xMPDAw8PD5RSjBo1Svv1v18PHjzg8uXLzJs3T5JiIYSIRb9+/WjatClv3ryJt1/u3LkZPnw4o3bt4kPv3rH2Waary9+nT9O7Tx9+nD0bgFKtywIw296eg4cORSsgA2TNmpUWLVoAsHbtWlq2bMncuXN59+4duXLl4urVq1SrVo3atWvzxx9/EBEREe18T09PatWqxalTpwgKCkrKtyDN3bx5UzsTfPz48Z9dQH706BF9+/ZlQP9vsbIso52FrBMRRqmbO2P0j9Ro8Laxwc3NjdGjR3/WtYUQ6YPkykIIkX68fPmSkNAQVKSi9oDa6OrpYp7XnGrdqlFvUD2qdauGeV5zdPV0qfNtHVSkIiQ0hJcvX+Ls7Ezr1q0pXrw4e/bsYfz48TRo0AAgzsLrv9e4nzZtGoGBgTRp0oSaNWtGTfRI2Ny9FKGUYsaMGQwZMoQRI0awdetWKSALIZIkwUXkf/Pw8OD7779P7lhS3NatWxk0aBCVK1fG0NAQjUbDpk2bEjXG2bNn0Wg0cb6cnZ1TJnghRIZhbGzM0aNHqVy58if7jh8/Hl1dXRZ+8w3kyhWj3SgggF0FCjBixAhKlSqFjq4OV/dcRUdXJ0G7Qg8ePJj58+ezdu1arK2tMTEx4e7du+zbtw9dXV3at2/PX3/9pe3v5ORE1apV+fDhA87OzjRu3DhR954eODk5UbduXRYtWkR4ePhnj7dlyxaKFy/Ovn37iFQRtKoxSjvjpIDHabIE+sY4R6d1axbs3EmlSpWoU6fOZ8cghEhfJFeWXFkIkbbCwsIAqJC3As4bnYkIj4i1X0R4BBc3XKRi3ora827cuMHjx4/ZsGEDjx8/Zvr06eTIkSNB19VoNLRp04YrV65w5MgRNBoNffv2TdOJFxqNhoiICObMmcPixYs/uamrEELEJUkb6yXXzp3/XTsuoTQaDQ8fPkz0eVOmTOHx48dYWFiQK1cuHj9+nKTrA9SrV4/69evHOJ43b94kjymE+LpcvnyZ27dv07dv3zj7fPPNNxw7diyqIFy9OnTsGKNPY09PTq5eTf+588ietQDoKIjUYdbMWbRo0SLeR+j09fUZO3YsHTp0YOjQodjZ2XHx4kVsbW2xtbXl+vXrlC0bNbO5TZs2nDt3juLFi3P48GEsLCw+91uQ6o4dO0a7du2oUqUKBw4cQE8vafvLfpxx2KBBA+rWrcu8efPYsWMnr3zCtbOQAcpcj33d65D+/TH49VfGjBmTbh5xFEIkH8mVJVcWQqStjzNtB1cfzKA9g3De6kytPjGXYHPe4ozvQ19+bP8j3zp8i4GBAf379+fbb7/9rBxNo9HQokULmjdvjo+PD5kyZcLHxwc7OzvGjh1L+/bt0dXVTfL4CREcHMy5c+do2rQpP/74Y4peSwjxdUjap+d/XLx4kZMnT+Lj40NISEiMdo1Gw/r16+M8PzIyMklvzEl9FGTdunUULVqU/PnzM2/ePCZOnJikcQDq16/PjBkzkny+EEIcPnyYn3/+mVatWpE9e/Y4+9WoUQOAgMaNyWpjA4cPx+iTf84c/n7yhAH/rMXr5vkXq/b14/jx4zRr1uyTsRQoUIBDhw5x4cIFqlevjlKKvXv3Ymtri1IKf39/SpYsydmzZ3F1dWXEiBGMGjUqxlIZ6dnRo0extbWlefPm7Ny5E2Nj40SP4eXlhb29PRs3bqR06dK4urqSP39+SpcujYvLWIbYbdD+XjN7/Yh8T5xijPEAeKivz8GDBz/3loQQ6ZzkyjOSfL4QQiSHohZF6VSuE0ftj1KpfSWMTIy0bcFvg3Gc40jncp0pYvH/fUqSs7ir0WjIkycPAO/fv8fMzIzOnTtTokQJpkyZQufOnZM8qSE+AQEB2NnZceXKFR49epTgmdRCCBGfJL1bhYeH07VrV/744w+UUmg0mmjJ6sevP5UYe3p6JuXySfYlPnYthMi4RowYwcKFC1m6dCmz/1nPOC5nz57FxsaGm4cOUejMGfjwIVp7lidPmJslJ/r/zIItkb82BXNXYPq06TRt2jRBRQiNRkPt2lHnX7t2jQ4dOlC+fHnMzMyIjIzkzJkzTJkyhU2bNrFkyRKaNGminVnx8T0/PatcuTJjx45l5syZ6OvrJ+rcwMBAxo4dy/r168maNSv29vYMGTJE+/tu+rTpZDezIrOxOU9e3AagnGvsv/826Bnh8P333GnSJEU+NAgh0p7kykIIkX5MbjSZfcv2cWrZKWwm22iPn1p2itB3oUxuNBm/QL8Uj6NYsWIcP36cS5cu8eOPP9KjRw+cnJxYuXJlosdycXFh4uQpzLWfHWOJvOfPn9O8eXMeP37MsWPHpIAshEg2SVoMZ+HChezZs4e+ffvi4uKCUoqRI0dy8eJF5s+fj5mZGR07dkzSY3RfCnd3d5YtW8a8efP4/fff8fNL+V86QoiM5ZtvvuG7775jxYoVBAQExNu3evXqZMuWjclr10Icj6MN/+CH+RtP4J9H6KoO59LlSxw/fjzRsVWoUIH9+/dz9+5dzpw5g6mpKe/fv8fExIThw4dz//59Lly4QKZMmXj16hXlypVj+fLlvH//PtHXSklKKZYtW4a3tzfZs2dnzpw5iSogv379Gohax/revXv8+OOPeHh4MG7cOO2GWKGhoTx58pSXb7z46fe2LNgVrYMCAAEAAElEQVRux4rtdpS5F3OmcTCwJjyYBw8eyO8NITIwyZUlVxZCpB95s+ZlWI1hnF1xljfebwDwf+rP2ZVnGVpjKHmy5knVeKpVq8ahQ4e0T/dB1BOKa9asifWpldhs3ryZk8cd2bJlS7Tjjx49olatWrx8+ZK//vpLO0FECCGSQ5KKyNu2baN06dKsW7eOihWjFqA3MzOjWrVqjBs3jnPnznHo0CEcHR2THNj79++5evVqtA2d0pPt27fz/fffM3HiRLp164aVlRU//fRTWoclhPjCjB49mqCgIFatWhVvPyMjI6ZPn86OHTu4VrcuVKgQo49+ZDj1T02Df2a7Rc1GLs/0adPx8fFJVFwuLi4MGjSIb775hpEjR3Ly5EnWrl2rbdfV1aVUqVIAfPjwgdKlSzNq1Cjy5cvHhAkTePr0aaKulxIiIyMZNWoU33//PYdjWQIkPt7e3gwfPpzcuXNz9epVdHR0OHXqFBMmTCBLlizR+hoaGuJ86SKurq64urry9/nz3Pv+e8xiGfdC3rwoc3N69+5Nzpw5k35zQoh0TXJlyZWFEOnLiDojMDUw5Yj9EQCO2B/B1MCUEbVHpFlMFStWpHjx4kDUxs+DBw+mSJEiLF++PN6N+CIjI9ntsAddfQN27XYgMjJS22Zqakrp0qVxcnKidOnSKX4PQoivS5KKyA8ePIi2UYZGo9HufgpQqlQpWrduzerVqxM9tqenJ7a2tpibm1OlShUaNGigbbtw4QLW1tacPXs2KWEni+zZs/PTTz/h5uZGYGAg3t7ebN26lWzZsjF+/HjWrFkT7/khISG8ffs22ksI8fXKnTs3O3fupH///p/s27t3b4oWLcqUGTNg7VqIZWflvE+dKXHnD+DjbOQRXLp8iUKFClGxYkUWL16Mr6/vJ6/l6uqKlZUVV65cYfHixbi5uTF8+HAgqjDw5MkTbd98+fKxfft2Hj16xLfffsuaNWsYPHgwkPR1OT9XWFgYvXv3ZtmyZaxevZqBAwcm6DwfHx9GjBhB4cKF2bZtG1OnTqVIkag18mIs1xEZCR4esH8/+TZtouKcOVTs0oXydeqQd+nSWMf3aN6cN2/eMHny5M+6PyFE+ia5ctJzZZB8WQiR/EwMTZhUfxJXdl7BeaszLrtcmFx/MiaGJmkdGgD29vbcuXOHBg0aMGrUKAoWLMiNGzdi7evk5MTzZz40GTyd5898uHjxIn/++SdPnjzBwsKC/fv3J9sGr0II8W9JKiIbGBiQKVMm7ddZsmThxYsX0frkz58fd3f3RI3r5eVF9erVOXLkCLa2ttSoUSNaAaJatWr4+fnx+++/JyXsZFGqVCnGjh1LiRIlyJQpE7lz56Z79+4cO3YMAwMDpk+fHu0vgf81d+5csmbNqn3ly5cvFaMXQqRHdnZ25MiR45MFV319fX788UcyZcpESJkyqGHDYu1X66/5GAVFLcPwcTZyfqsCFChQgAkTJpAnTx5atWoVraABUQXf06dPAzBo0CD++usv7WzZ/PnzY2BgQFBQEBMnTsTa2pqlS5cSERGhPd/KyooFCxbw5MkTVqxYAcCBAweoX78+Bw4ciPe98d+8vLzYuHEjy5YtY+PGjXh5eSXovH/fR5cuXdi5cyc7duzgu+++S/C5CxcuZMuWLUyZMgVPT08mT56Mqanp/zvs3AmDB0OtWmBmBoUKgZ0dTJsGe/aAu7t2JniMuCpWZNH589ja2moL00KIjEly5aTnyiD5shAiZfSs2JMiOYqwY8QOiuYoSo+KPdI6pGhKlCjB5s2buXfvHt26ddPOUj58+HC0P6bt2rULM8s81O4xCrMcubG3t6dp06bMnz8/rUIXQnwlklREzpcvX7RZaCVKlODcuXPRklhnZ2eyZcuWqHGnT5+Ov78/f/75Jw4ODjRp0iRau56eHnXq1OHChQtJCTtFlS5dmmrVquHr68uDBw/i7Ddx4kQCAgK0r39/H4UQX6/9+/dTsWJFQkND4+3XuXNndu3ahaGhIafq1ye2dxDjYH/aOvSgwYlJVLm8imm5qvCN+z2Gd+rE8+fPWbFiBYULF0ZfX5/IyEhGjx7NiRMn6N69O40aNdLOeoht7WBjY2Nu3LhBr169GDVqFNWqVcPV1TVaHxMTE+3sBzMzM8LCwrC1taV48eKsWrWKwMDAWO/t8uXL2LZpQ8GCBenXrx8Txo+jX79+FCxYEDtbW65cuZKA72TUjL8uXbpw8OBBOnXqFG/f58+fM3r0aJYtWwagLR5PmTIlevH4o9274ZdfwMkJ3r1LUDwfLQwKwqZVK3744YdEnSeE+PJIrhxTQnNlkHxZCJEy9HT1mN1kNkUsizC76Wz0dNPnBseFCxdm0aJFGBoa4ubmRocOHcibNy+DBg3i7Nmz7HbYg3XDtujq6VGyYVscj5+gYcOG9OzZk6tXr3L16lW8vb3T+jaEEBlQkorI9erVi5YId+7cmXv37tGqVStWrlxJ165dOX/+PM2bN0/UuI6OjrRt25aaNWvG2cfKyirdviFaWFgAUeuDxsXQ0BBTU9NoLyGEKFq0KNeuXWPr1q2f7KuUYvv27YyYNJlJmS1i7fPNK3dK3d5N9YtL6OP6K06A7uDBmJub891337H0n+UWnjx5goODA02bNmXHjh20a9cOIyOjeK+fNWtWVq5ciZOTE2FhYfGucVmvXj0uXLjAxYsXqVixIsOHD2fjxo3a+/jojz/+oE6d2ty9eYVZQ9tw448Z3Nk/kxt/zGDW0Da43bhM7dq1+OOPP+K81vPnz/n5559RStGxY0eaNWsWZ19fX1+mDB1Kr/z50V29mgbbt8PmzZibm5M1a9a4b75s2Xi+M3F7nTUzWwJfs2zZ0nT7O0wIkXwkV45dQnJlkHxZCJF87r+8z3Wf69pXjiw5+LXtr2TPnD3a8fsv76d1qLEaMmw4wcHBvHv3jrVr19KgQQNe+PpSvkVXAMq36IpSimPHjlG9enUqVapEpUqV6Nm7T9oGLoTIkJL0p7d+/foRERHB06dPyZcvH8OHD+fs2bMcOnSIo0ePAlC1alXmzZuXqHFfv35NgQIFPtkvoTuWpqbw8HCuXr2KRqPBysoqrcMRQnxhrK2tadu2LfPmzaN3797o6urG23/58uU8ePgAt7Aw2gLtEnAN97BwqoWGYmhoqD0WHh6ORqMhW7Zs1K5dm6KHDxN56BCqRQs0BQsSnCsXRiVLQvPm8J+ZydWrV8fFxUU7s/jAgQMopbC1tY1x7erVq7Nz5048PT21RYSRI0fy+vVrmjRpwrffDqBJ9ZIsHNcRA/3//2rKksmQbjbV6NC0EmN+2k3Xrl04f/4CVapUiTa+h4cHTZo0ISgoiJ49e2JpaRnn9+H+3bvoWFsz+9/LTly6BAULQq9e8X8Tk1BEDipTkA9D27Arj0W89yCEyDgkV45JcmUhRGqysLAgk3EmBu0ZlOBzMhln0uap6UXf3r245HwRdPVpPX4JOQpZkymrOea5CwBgVaYq4w648SHAnxeP7nBwwUiICKNPr55pGrcQImNKUhG5YsWK0TYC0dfX58CBA7i4uPDw4UPy589P1apV0Yll06f4WFpafvLxtlu3bqVK4unn54efnx8WFhbRfpFcvHiR6tWrR9tgKTw8nHHjxvH48WOaN2+e6EcThRACYNKkSVSpUoU9e/bEuwyDRqNh3rx51K9fnwULFlC0TBkiOnRAN45lIj5qP3ZMtAIyRG3s17hxY2bMmEG+fPkI79sXvU2bYP9+AIyACI2GQ7t306J1awwMDKKdr6+vj5mZGUREcMjBgV+3bMHOzo5ly5bFuoblv4sfJUuWZN68eWzbtpVCebPHKCD/m4G+HgvHdaTN8JXMsbdn77592rabN2/SrFkzMmfOzMUDB7DMnDnG+S9fvmTv3r0MHDiQosWL45cnDzx9Gr3T9etxfu+04ikiB2uAwrkJK5SL0II5CS2Ui9ACOYnMGhWPAbBwXEdaD1vJlClTcHR0/PT1hBBfJMmVJVcWQqQtKysr3O664efnl+BzLCws0t0fuXr16kXlypVp36Ej++cMpc3E5VRsFb1AbJ67AI9cz3Fw3ggKFSyIw+5dWFtbp1HEQoiMTKM+tZPTZwgICIj/seD/GDBgAFu2bMHV1ZXSpUszc+ZMZs2apd246a+//qJevXqMHDmSRYsWJTqedevWcf78eSCq6HD16lVq1aql3eDIzs4OOzs7AGbMmMHMmTOZPn06M2bM0I5RoEABNBoNNWvWJE+ePLx584Zz585x7949rKysOHfuXKJ2Qn379i1Zs2YlICBAHtUTQtCsWTPy5cvHunXrEtTXy8uLW7duobtrF3TvHuembgDs2we2tiilWLp0KY0aNaJMmTLR+zRuDKdORTvkbWBA3tBQsmXLxnfffYe9vX3MsW/fhtKlCTI35+b79zxUikING1KlUyd0CheOmuWbNy/8Z4b1o0ePKFq0CLOG2tLNpton73nb4UtMX3kAj3v3sPrwAe+jR9kzfTqVDAyobmyM7osXUZvf/VOE9/Pz4+eff2bFihVoNBrc3NzImzcv9O4NmzdHH1xHBwIDIb7lPCIjozbUMzePKiiXK8d9IyPaTJ1Kr6Ft6Nq6RoLuYeryfTg5OVGjxqf7CyE+T3rOtSRXTpj0/DMUQojUEBgYyIABA9ixYwcTHR9jmj2Xtu3ty2fMbZafrl27sm7dumgbuwohxKckJs9KkZXk379/z6JFi1i6dCmvXr1K8HlTpkzBwcGB2rVrM378eO1Mi6NHj+Lk5MSiRYuwsLBg3LhxSYrr/Pnz/Pbbb9GOXbhwQbv5SIECBbSJcVwGDx7MsWPHOHv2LH5+fujp6VGkSBEmT57MmDFjMDc3T1JsQggB4ODgQJYsWRLUd86cOVSuXJldu3bRtWtXsLKCbdvg3j3w9AQvLwgP//8JBQsSGhrKkCFDWL9+PQsXLoxZRPbwiHGdPDVrcmvFCrZs2YKeXtSvjdevX7N69Wp69OgRVQz45zxjf3+qAlUBjh+Pen2kpxcVY4ECUUXlggV54uVF1UhFu/KFowrg/5q5BoBS6L5+h4HHcww8njP0gTetIyPJWbRoVGzACICQEO1Gd7//8AO/bdiAh4cHDx8+RKPRMHbsWMaMGcOUKVN49eoVbdzdifGQX2QkMzp14mmOHOjo6KCjo0OtWrXo2bMnvr6+zJ07F41Gg1GfPoQbGqKnp8fc2bPZPmMG94DWjSom6Odm26A8U5fvw9HRUYrIQnylJFcWQgiRGJkzZ6Zu3brsdnDA2DTqfTQk8B2GmU0wNjVHV0+PunXrSgFZCJGiEj0T2dPTk6tXr6Knp0fVqlXJmTOnti04OJglS5bw888/8/r1azJlysT79+8TFdClS5fo0qULjx8/RqPRoJTS/q+VlRUODg5Urlw5UWOmZzKzQgjxX0opXFxcqFy5crTHgWNz7NgxGjVqhP4/6xW7uLgwcfIU5trPpnL58uDtHVXg9fDgVePGtO/Zk4sXL/Lrr7/S67/r/0ZERM3C/XfhGaBvX9iwIdqhU6dO0aZNGz58+EC9evWYmycPNbZv/6z7jjTUJ9zSnHBLMyK+yYre89cYeDxHNyD+ZTr+60rOnMyvVQs3NzfCwsKoVKkSv//+OwA9e/bkxYsXlH/5kvl//x3tvAALC6bkyMEVExMiIyOJjIykdevWTJ8+nYcPH2JnZ6c9HhkZia6uLnfu3GHcuHEsW7qYuwdnJzjG4q2m8P3IUfFuSiiESB6pnWtJrpz8JF8WQoiop1EcL7jw7fqzHJj3Pa4HN1OpTW/aTFjK2n51aVGnKr/++mtahymE+MKkyExkpRRDhw5l7dq12p2m9fX1mTt3LqNGjeLEiRP069cPHx8fjIyMGD16NOPHj0908NWqVcPd3Z2DBw9y6dIlXr9+jampKdWqVcPW1jbGepxCCJHRnD9/nrp163L69GkaNGgQb9/mzZsDUY+4Zc6cmc2bN3PyuCPWJYpHFRHy54f8+VH16tGyenUePXrEqVOnqF27dszBAgOhXTtt0ZmPa8gVLBija6NGjfD19eWPP/5gy5YtOG/fzufOqdUJCcPA6wUGXi8+a5yiQUE4ODjE2rZly5aof7x8CTNmRC1JUbYslC5NVhMTlscxZuHChbl582asbZkzZyY0LIL3H0LIkskw1j7/9v5DCGHhEWSOZe1mIcSXS3JlIYQQKemKiyt6xias7lWTgGePGTVqFL+sWYPP7SsYmphz+YpLWocohMjgEjwTee3atXz33XdkzpyZevXqoZTizz//JCgoiCVLljBmzBg0Gg1Dhw7lhx9+IEeOHCkde4YgMyuEEP+llKJixYpYWFhw4sSJT/bfuHEjU6dOxc3NjWLFS/DSz4/sFhZ4P32Cjo6OdpbahQsXyJ07NwVjKQrH6t27qGUxzM2j1jOOR1Dz5hinp43i/P2j1i5OBYcPH6ZVq1bMHm6X4HWdpy7fx6FDh7CxsUmFCIX4uqVWriW5csqRfFkI8bULDg7GxMSE8PBwSlqX0m6ed+fOHdp36Mhdtzvo6enx7t07jOLb30MIIf4jRWYib968mSxZsnDt2jUKFSoEwL1796hUqRIjR46kYMGCHD58mOLFi39e9EII8ZXTaDRMmjSJTp06cfnyZapWrRpv/wYNGvDixQvGjRvH82c+NB9hz7Flk7l48SLXrl3j1KlT7N69m1q1aiUuEBMT+O+ayXEw7t4dChUCT09C7t1D8/gxBv9s9JQaPhgaolupEoaVK0fNLP7PBn4pKVeuXGg08Nv+i3RoWgkD/bh/tYaGhbN5/0U0mqjzhBAZh+TKQgghUkpQUBDlKlSkbOlSrFixQrv2sbW1NS5XLjNs2DBu3XEjODhYishCiBST4JnI5ubm2NrasmnTpmjHe/fuzdatWzlz5gx169b9rGBmzZr1yT46OjqYmppSvHhx6tWr98W/QcrMCiFEbCIiIrC2tsba2pq9e/d+sv/w4cNZu3YtmcyyM/aQOz+3KoJVTgtu3LjByJEj+fnnn9FNxcIqkZGEPX3KlV27cHVwoGqOHFTLkYPA27eJfPiQLK9fo0lCkTkc8DU354GxMXWHDUNTrhyv8+YlW5kyMTflSyVXr16lUqVK6Ovq0bSWNQvHdYy1kBwaFs7oBbs44eRGWEQ4rq6uVKyYsM34hBBJl1q5luTKKUfyZSGEgMjISHR0dJLcLoQQsUmRmchv374lf/78MY5/PFat2qcf4f2UGTNmRNtE6t/17f8e12g0mJmZsXjx4pibQwkhxBdOV1eXWbNmcf/+fe173r95e3vj6+ur/bp169as/mUN1o3aoqunR8mGbbm0ew2TJk2iffv2XL9+HQBLS0vy5MmT8jego4O+lRU1x46l5tix2sO/LlnCqFGjyJo5M51r1eLdzZsYP39OkyJFiHjwgOL6uhTT18MkKIRI08x8sMrBbR0Nex6/4GxAIA+NjPjw4QODevak+ujRGBoaki3l7yZBpjSaiv2p2bTxXElP2+rYNihPlkyGvP8Qwv4z19iy3xlP71dMbTyNaY7T0jpcIUQyk1xZCCFESvpUgVgKyEKIlJaojfVim8X28Zih4ac3E/qUM2fOsGjRIk6cOEHv3r2pWbMmlpaW+Pr6cuHCBTZv3kzTpk3p1asXV69eZfny5fTr14/cuXPTuHHjz76+EEKkJ507d46zrUev3pw9fSraMR0dXcq36ApA+RZdubT7F+bMmcOcOXO0fRo0aszpk59eZzmljBw5kjZt2rB161Y2b97Mw2fPaNy4Mf0uXCDS0IBIFUF4UAgqUmH4IZiQG4/Q6GjQ1dMlQimG9uvHDz/8kDqF8ESqW6gutQoeZeGfC5m+4gBTl+/DUF+fkLAwdDQ6NC/RnFUDRqOrScUZ4UKIVCO5shBCCCGEyMgSXEQGCAwM5MWLF9GOvX//HoCXL18S28oYidk0xN3dnT///JNr165RrFixaG09e/Zk5MiRVKtWjTZt2jB79my6detGxYoVWbhwoSTGQogM6d27d8ydO5f+/ftTuHBh7fG+vXtxyfki6OrTevwSchSyJlNWc8xzFwDAqkxVxu5340OAPy8e3eHggpEQEUafXj3T5kb+pVChQkybNo2pU6fi7OxMrly5uHXrFq1bt6bjoo5YN7bm/rn7BL8LxsjEiGJ1i3HnxB0cxjrQr1+/dFlA/qhinops67aNp2+ecs7jHO9C3mFiaELdgnXJaxa1OeF1n+tpHKUQIqVIriyEEEIIITKqBK+JrKOjE+Nx6o9ie9Qaoh6rCw8PT3AwZcqUoWbNmqxZsybOPgMHDuTixYvcvHkTgI4dO3L69GlevXqV4OukJ7LGmxAiPkFBQRQoUAA7O7sY740fd2P28PSkzcTlVGwVs0DsenAzB+eNoFDBgtpdnNMbpRQNGzXk7tO7jLswDl29mDP5IsIj+Kn2T5TMW5JTJ0/F+fsoLXxcE/nMd2col7vcJ/tf97lOg18ayJrIQqSS1Mq1JFdOOZIvCyGEEEKkjBRZE7lu3bop/qH9wYMHtGrVKt4+33zzDQ8fPtR+XbhwYQ4cOJCicQkhRFoxNjZm9OjRTJs2jWnTpkWbhftxN+YBAwawY1p/ilRrjGn2XNr2ty+f4TB9AF27dmXdunXaXZzTm3v37nH2zFnazmkbawEZQFdPlxp9arB30l7u379P8eLFUznKuH0sAN1/eT9B/RPaTwjxZZFcWQghhBBCZGQJLiKfPXs2BcOIkj17dhwdHZk7d26s7UopHB0d+eabb7TH/P39yZo1a4rHJoQQaWXw4MHMmzePhQsXsmjRomhtmTNnpm7duux2cMDY1ByAkMB3GGY2wdjUHF09PerWrZtuC8gAxYsXp37D+pxff57aA2rHORP5/LrzNGjUIMYj3GlJKcWiRYvQ0egwaM+gBJ+XyTgTFhYWKRiZECK1Sa4shBBCCCEysnS1fWeXLl24du0a7dq14/bt29Habt26Rbt27bh+/Tpdu3bVHr98+TIlS5ZM7VCFECLVmJqaMnz4cNasWcObN29itLu6upKrSClUZAQO0wcwo843OMz4FhUZSc7C1ri6uqZ+0Img0Wjo0K4DLx++xHmrc6x9nLc48/LRSzq065CulrL48ccf2blzJz8v/BlXV9cEv9zuumFlZZXW4QshvjCSKwshhBBCiLSS4DWRU0NQUBA2NjacPXsWjUZD5syZyZ49Oy9fviQwMBClFHXr1uXo0aMYGxvz/PlzBg8eTKdOnaIly18SWeNNCJEQr169wt3dnerVq8doK1e+Am91shD89hUBzx7z3aBB/LJmDWa5CmBoYo6pCuT6tb/TIOqEUUpRo3oNbt90h0zhTLk6CSMTI2178NtgZleaA0F6lCpdlIvOF9NFITkyMpKuXbtStmxZJk+enNbhCCHikJFyra8xV4aM9TMUQgghhEhPEpNnpasiMkR9KN+4cSNbt27lxo0bvH37FlNTU8qVK0f37t3p27cvOjrpagL1Z5GkWAiRGEopwsPD0dfXByA4OBgTExPCw8MpaV1Ku3nex0337rrdQU9Pj3fv3mFkZPSJ0dOGo6MjzZs3p2fTn9lxZhL1R9TDZrKNtv3w7MOcXX6Org3t2ew4lmPHjtGsWbM0jDjq+25kZERkZCQajSZdFLWFELHLaLnW15YrQ8b7GQohhBBCpBdfdBH5ayNJsRAioSIiIqhbty5t2rRhwoQJQNRal02aNads6VKsWLEi2trHgYGBDBs2jFt33DjheAwzM7M0ijxuH2chP7r/jD4tlnL+xnauuO9jiutkzPKY4f/UH/vKc6hS1I7aZbux6ej3FCqWK01nI1+7dg0bGxv27t1L1apV0yQGIUTCSa715ZOfoRBCCCFEypAi8hdEkmIhRGIMGjSIffv24enpibGxMRA1Ky2+WWefak9LISEhFCpYGJ9n3tpjOro6VOpQie6ru7P1u61c3XOVyIhIbXue3Hl5+OgBhoaGqR7v48ePqVGjBnny5OHMmTNkyZIl1WMQQiSO5FpfPvkZCiGEEEKkjMTkWXqpFFOiRURE4OfnR0hISKztsiGREOJrNH78eNatW8f69esZNmwYwCcLxOm1gAxgaGiI86WLvHz5UnvMwcGBefPmUbhWYVx3uzJx4kTat2+vbc+RI0eaFJD9/f1p0aIFRkZGHDp0SArIQog0JbmyEEIIIYRITeluJrKrqyuTJk3i3LlzhIaGxtpHo9EQHh6eypGlDJlZIYRIrB49enDu3DkePHiAgYFBWoeT7MLDwyldtjT33O5RwroEN6/fRE8v7f/m2a5dO/7880+cnJwoXrx4WocjhEigjJZrfW25MmS8n6EQQgghRHqRmDwrXU1Pu3btGnXq1OHixYs0bdoUpRRly5aladOmWFhYoJSiXr169OzZM61DFUKINDNx4kTCwsK4d+9eWoeSIvT09Fi8cDHFSxZn8cLF6aKADDB37lwOHz4sBWQhRJqRXFkIIYQQQqSVBH0y37x5c5Iv0KtXrwT3/fHHHwG4dOkSJUuWREdHh7Zt2zJt2jSCgoIYM2YMDg4ObNiwIcnxCCHEl65UqVJ4eXmhr6+f1qGkmBYtWtCiRYu0DgOATZs20aFDBykeCyHiJLmyEEIIIYTI6BJURO7Tpw8ajSZRAyul0Gg0iUqMz58/T5s2bShZsmS0cQCMjY1ZsWIFTk5OTJo0ie3btycqHiGEyEj09fXx8fHB19eXChUqpHU4GdaKFSsYPnw4enp69OjRI63DEUKkU5IrCyGEEEKIjC5BReSNGzemdBwABAQEUKhQIe3X+vr6vH//Xvu1jo4O9evX5/fff0+VeIQQIj0bMGAAPj4+/P3334kuXohP27t3LyNGjGD06NFSQBZCxEtyZSGEEEIIkdElqIjcu3fvlI4DgBw5cuDv76/9OmfOnLi7u0frExwczIcPH1IlHiGESM/Gjx9PgwYNOHr0KC1btkzrcDKUixcv0q1bNzp06MBPP/2U1uEIIdI5yZWFEEIIIURGl6421rO2to62UVStWrU4fvw4zs7OALi5ubFr1y5KlCiRViEKIUS6Ua9ePWrUqIG9vb32cWaRPC5dukSVKlXYvHkzOjrp6lelEOIrJrmyEEIIIYRIK+nqk7GNjQ3nzp3j2bNnAEyYMAGlFLVq1SJ79uyUKVOGN2/eMGnSpDSOVAgh0p5Go2Hy5Mk4OTlx7ty5tA4nQwgPDwdg5MiRnDp1CiMjozSOSAgh/k9yZSGEEEIIkVY0KonT1548ecLs2bM5efIkPj4+hIaGxhxco9F+IE+IsLAwXr9+jbm5OQYGBgA4OTlhb2/Po0ePyJ8/P8OHD8fGxiYpIadLb9++JWvWrAQEBGBqaprW4QghviBeXl68fPmSJUuWYGdnR8GCBePtb2FhgZWVVSpF9+UJDAykcePG9OnTh0GDBqV1OEKIZJJWuZbkyslH8mUhhBBCiJSRmDwrQWsi/9ejR4+oVq0a/v7+lCpVipCQEPLnz4+RkREPHz4kPDyccuXKYWZmlqhx9fX1sbS0jHasZs2aHD58OClhCiFEhuXl5UXJEiX5EBS17uXWrVs/eU4m40y43XWTQnIswsPD6dq1Kzdv3qRy5cppHY4Q4gsnubIQQgghhMhoklREnjlzJgEBAZw6dYp69eqho6ND3759mTZtGj4+PgwePBg3NzdOnDiR3PEKIYQA/Pz8+BD0gTXt11Ase7FP9r//8j6D9gzCz89Pisj/oZRixIgRHDlyhIMHD1KpUqW0DkkI8YWTXFkIIYQQQmQ0SSoinzx5kpYtW1KvXj3tsY+rYuTOnZtdu3ZRpkwZJk+ezJo1a+Icx8vLKymXB5AiiBBCAMWyF6Nc7nJpHcYX7ddff2X16tWsW7eOFi1apHU4QogMQHJlIYQQQgiR0SSpiOzn5xdt12c9PT0+fPig/drQ0JAmTZqwb9++eMcpUKAAGo0m0ddP7PpxQgghRFw6deqEoaEhvXv3TutQhBAZhOTKQgghhBAio0lSEdnCwoLAwMBoX3t6ekYfWE+PN2/exDtOr169kpQYCyGEEJ/r/Pnz5MmTh4IFC0oBWQiRrCRXFkIIIYQQGU2SishFixbl4cOH2q+rVq2Ko6Mjjx49olChQrx8+RIHBwcKFy4c7zibNm1KyuWFEEKIz3Lz5k1sbGxo3bp1gjYlFEKIxJBcWQghhBBCZDQ6STmpRYsWnDlzRjt7YuTIkbx7946yZctSpUoVihUrxvPnzxk+fHi84xQqVIjly5drv968eTM3btxISkhCCCFEgjx9+pSWLVtSqFAhVq1aldbhCCEyIMmVhRBCCCFERpOkIvLgwYM5e/Ysurq6ANSvX58dO3aQP39+bt26haWlJcuWLePbb7+NdxxPT0/8/f21X/fp0+eTa8MJIYQQSfX27VtsbGzQ0dHh8OHDmJqapnVIQogMSHJlIYQQQgiR0SRpOQtTU1OqVasW7VjHjh3p2LFjosbJkSMH3t7eSQlBCCFEEnztGy1dv34dPz8/jh8/Tu7cudM6HCFEBiW5shBCCCGEyGiSVEROLtWqVWPLli3o6elhaWkJwNmzZz95nkajYerUqSkcnRBCZDwfZ8Uppb6qzZqUUgDUqVOHhw8fYmRklMYRCSHEp0muLIQQQggh0guN+vjJOhEOHTrEhg0bWLFiRawzuXx8fBg2bBjffvstLVq0iHOc+/fvY2dnx927d6OC0WhISDgajYaIiIjEhp0uvX37lqxZsxIQECCPVQshEuzq1atUqlSJM9+doVzucp/sf93nOg1+aYCrqysfPnxgypQpLF68mAoVKqRCtGlv6tSpPH36lA0bNnxVxXMhRNrkWpIrJy/Jl4UQQgghUkZi8qwkzUReuXIlPj4+cT4KnDt3bjw8PFi5cmW8iXGxYsW4desWHh4eeHt7U79+ffr06UPv3r2TEpYQQnx17r+8n+h+Go2GFy9eUKlSJfr378/s2bO1M9wyorVr1zJ79mwWLFggBWQhRKqQXFkIIYQQQmQ0SSoiX79+nVatWsXbp1q1ahw6dOiTY+no6FC4cGEKFy5M/vz5KV++PPXq1UtKWEII8dWwsLAgk3EmBu0ZlOBzMhlnwsLCAisrK65fv84vv/zC9OnT2blzJ/v376dBgwYpGHHaOHz4MIMHD2bYsGGMHTs2rcMRQnwlJFcWQgghhBAZTZKKyK9fvyZHjhzx9rGwsMDPzy9R43p4eCQlHCGE+OpYWVnhdtctUe+zHwvIAPr6+gwfPpzu3bszf/587bIWDx8+pFChQhlixu7du3fp1KkTbdq0YcmSJRninoQQXwbJlYUQQgghREaTpCJy9uzZuXfvXrx97t27R7Zs2ZIUFICTkxPXrl3TrslRvnx5atWqleTxhBAio7GystIWhZMqW7ZszJ8/H4gqelSoUIHKlSuzZMkSypYtmxxhppmiRYsya9YsBg8erN1QUAghUoPkykIIIYQQIqNJUhG5Xr16ODg4cOPGjViLDNevX+fAgQO0a9cu0WNfunSJ3r174+7uDoBSSjt7rGjRomzcuJEaNWokJWwhhBDxyJYtGzt27GD06NFUqFCBAQMGMHv2bLJnz57WoSXKq1evcHNzo3bt2owZMyatwxFCfIUkVxZCCCGEEBmNRiVki+f/uHnzJlWrVkVfX5+xY8fSpEkT8uTJg7e3N8ePH2fhwoWEhYVx6dKlRM1kc3Nzo2rVqgQGBtKsWTPq169Pzpw58fX15ezZsxw7dowsWbLg7OyMtbV1YsNOl2S3aSFEehMWFsaqVauYMWMGdevWZf/+/WkdUoIFBQXRuHFjHj9+zIMHDzAyMkrrkIQQaSwtci3JlZOX5MtCCCGEECkjMXlWkorIAHv37qVXr158+PAh2nGlFFmyZGHz5s3Y2dklaswuXbqwd+9eDh06RJMmTWK0nzx5EhsbG9q2bcuOHTuSEna6I0mxECK98vPz4927dxQsWJBz584REBBAq1at0u3awhEREXTq1ImjR49y5swZqlWrltYhCSHSgbTKtSRXTj6SLwshhBBCpIxUKSIDvHz5kk2bNnHlyhXevHmDmZkZVatWpXfv3kl6/NnS0pLGjRuzbdu2OPt069aNU6dO4evrm9Sw0xVJioUQX4KhQ4eyatUqmjRpwuLFiylVqlRahxSNUoqRI0eyYsUK9u7dS5s2bdI6JCFEOpGWuZbkyslD8mUhhBBCiJSRmDwrSWsif5Q9e3bGjRv3OUNEExAQQIECBeLtU7BgQQICApLtmkIIIT5txYoVNG/enNGjR1OuXDkGDRrEnDlzyJo1a1qHBkRtCrh3715WrFghBWQhRLohubIQQgghhMgoPquInNxy586Ns7NzvH0uXbpE7ty5UykiIYQQABqNhtatW9OsWTOWL1/Ohg0b0NOL+hXy702d0oJSim+++Ybbt29jYmKSZnEIIURKk1xZCCGEEEKklQQVkc+dOwdA1apVMTIy0n6dEHXr1k1wX1tbW5YtW8bUqVOZPHlytA2RgoODmTt3LmfOnGHEiBEJHlMIIcT/2Lvv+Kaq/4/j7zTdLS2jbCgb2XsXKEOWKLhYLpAhggooooIgQ1REQBFFEJAhP0URBAGRryJ7yEaQjZRNoYwWWlra5P7+qI3UJqUt6X49H488oPece/O5TZN88sm55ziPu7u7hg4dqiFDhshsNuv06dN67LHHNH78eD300EMZHs+mTZs0atQoLV26VPnz58/w+wcAiVwZAAAAOV+K5kR2cXGRyWTS4cOHVbFiRdvPKWGxWFIczLVr19SwYUP9/fffKlCggBo0aKDChQsrNDRUO3fu1JUrV1S2bFnt2LEjxxQLmOMNQHZ2/Phx9e/fX+vWrVP79u01ZcoUVa5cOUPu+/DhwwoKClLNmjX1yy+/yMPDI0PuF0D2khG5Frly+iJfBgAASB9OnxP5nXfekclkUkBAQKKfnS1//vz6448/NGzYMC1atEg///yzrc3T01PPP/+8PvzwwxyVFANAdlahQgWtXbtWy5Yt0+uvv67q1atr5syZ6tOnT7re76VLl9ShQwcVK1ZMP/74IwVkAJmKXBkAAAA5XYpGImeG2NhYHTlyRBEREfLz81OlSpXk5uaW2WE5HSMrAOQUMTEx+uSTT/TYY4+pYsWKOnnypEqVKmWbO9lZYmNj1bhxY128eFHbtm1TYGCgU48PIGfJqblWbsmVpZz7GAIAAGS21ORZaSoinzlzRnnz5k324Ddv3tT169f5cH8PJMUAciKLxaJKlSrJ3d1dH3/8sdq2bevU48+ZM0f16tVTzZo1nXpcADlPZuRa5MrORb4MAACQPlKTZ7mk5Q7KlCmjqVOnJttn+vTpKlOmTFoODwDI5sxms7777jsVKFBA7dq10yOPPKJjx47d1zENw9Dvv/8uSerTpw8FZABZFrkyAAAAcpo0XWNsGIbuNYA5rbNk/Pbbb5oyZYp27typGzduyGq1JuljMpkUFxeXpuMDADJGnTp1tGHDBi1ZskTDhg1T586d9ddff8nFJfH3l2fOnFFYWNg9jzdr1izNmDFDK1euVMeOHdMrbAC4b+TKAAAAyGmcO1HlXc6dO6c8efKkap8lS5aoW7duslqtKlWqlCpVquTUuTQXLlyoTZs2affu3Tpw4IDu3LmjuXPnqlevXqk6jtVq1fTp0/Xll1/q+PHj8vX1VcuWLfXee++pQoUKTosXALI7k8mkJ598Ug8//LBCQkLk4uKiY8eO6ffff1ffvn114cIFVa5UWVG3o1J8zK5duurwkcNcAg4gWyNXBgAAQHaS4qxz3LhxiX5ev3693X4Wi0Xnzp3TokWL1LBhw1QFM27cOHl5eWn58uVq1apVqvZNiZEjR+r06dMKCAhQ0aJFdfr06TQd58UXX9SsWbNUpUoVvfLKKwoNDdV3332n//3vf9q6dauqVKni5MgBIHvz9PRUpUqVJEn/+9//9Morr2j69OkaOHCgom5HaeYTM1WxYMV7HufYlWPqv6S/wsLCKCIDyFLIlf9FrgwAAJDzpHhhvbsvPzaZTPe8BK9YsWL68ccfVb9+/RQH4+npqWeffVazZs1K8T6p8dtvv6lChQoqVaqUJkyYoOHDh6d6dMW6devUqlUrNWvWTL/++qs8PDwkSWvXrlWbNm3UrFkzbdiwIcXHY6EQALnRrl27NGTIEG3ZskWStO7FdapZ7N5zHO+/sF8tZ7TU7t27VadOnfQOE0AOkFG5FrlyPGfnyhL5MgAAQHpJTZ6V4pHI69atkxQ/f1urVq3Uq1cv9ezZM0k/s9ms/Pnzq1KlSknmvbyXgIAAeXt7p2qf1HjwwQfv+xgJSfv48eNtSbEktW7dWu3atdMvv/yiY8eOqWLFe4+oA4Dcql69etq0aZM+/PBDDR8+PLPDAYD7Rq4cj1wZAAAgZ0pxETk4ONj2/9GjR6tly5Zq3ry5U4Pp2rWr1qxZo7i4OKfO7+ZM69evl4+Pj4KCgpK0JSTGGzZsSHVifOfOHd25cyfJdhcXl0S/C3t9EphMJrm5uaWpb2xsrMMRM+nVV5Lc3d3T1DcuLs7uQjJp6evm5iaTyZSufS0WiywWi1P6urq62j50ZoW+Vqs12cV7zGazzGZzlulrGIZiY2Od0vfu52d69ZWSfy5n59cIk8mk1q1by83NTRaTRbFG0t+Jm+nf48YZcbKYLHJzc1NcXFyS+HmNiMdrxP315TUi67xG3KuvlLI8IrnzcCZy5XjplStL5Mup7ct7Ie+FvBemvi+vEWnry2vE/fXNCs97XiNy72tEanLlNGWfo0ePTstu9zR+/Hjt2LFD3bp108cff5zl5ruMjIzUxYsXVa1aNdsT4m4JC4UcP37c4TFiYmIUExNj+zkiIkKSNHnyZHl6eto95lNPPWX7edKkSQ6fKKVKlUp0ueHUqVMVFWV/sapixYqpX79+tp8///xzhYeH2+1bsGBBDRw40PbzrFmzdOXKFbt9/f39NWTIENvP8+bN04ULF+z29fb21rBhw2w//9///Z/Duffc3Nw0YsQI28/ff/99sr/nu/9Gf/zxRx06dMhh3+HDh9ueVCtXrtT+/fsd9n399dfl4+MjSVqzZo127drlsO/gwYOVN29eSfGXcG7bts1h3wEDBqhQoUKSpE2bNiV7mWffvn1VvHhxSdL27dv122+/Oezbs2dPlS5dWpK0e/durV692mHfHj162D7QHThwQMuXL3fY98knn1TVqlUlSYcPH9YPP/zgsG/nzp1Vq1YtSdKJEyf07bffOuzboUMHNWjQQJJ05swZzZ8/32HfBx980PYB9eLFi5o9e7bDvsHBwWrRooUk6cqVK/riiy8c9m3cuLHatm0rSQoPD9fUqVMd9q1Xr546duwoSYqKitKkSZMc9q1Zs6YeffRRSfEv3B988IHDvlWqVFGXLl1sPyfXN7u/RmzZskVvv/22NmuzNhubE/X1lKdeML1g+3m5sVznC5/X22+/rdWrVyf6e+Y14l+8RsTjNSJedn+NcEYeER0dbXf/9ESunPZcWSJfvhv58r94L4zHe2E83gvj8RrxL14j4vEaEY/XiHgpeY1ITa6cumvo7hIXF6ePP/5YDRo0kJ+fX6Kq/b59+zRw4EAdO3YsVcesVq2aTp8+rWXLlqlMmTIqUKCAypYtm+RWrly5tIZ9XxIebH9/f7vtCXOHOPqjkOL/cP39/W23kiVLOj9QAAAAZCpy5aRSkitL5MsAAABZUYoX1rvb7du31bZtW23dulUBAQFyc3PTxYsXbUP1w8PDVaRIEQ0dOlTjx49P8XFLly5tu/zgXk6dOpXasBNJy2IhFy5cUPHixRUUFKTNmzcnad+0aZOaN2+uF154QTNnzrR7DHsjK0qWLKkrV67YncA6tw+rd9SXS2+49IZLb1LfNyu+RuzcuVNBQUFa3Xe1qhepnqT/f6ez+PPSn+owu4M2b95s+zY+Aa8R8XiNuL++vEZkrdcIZ+QRERERKliwYIYuykaunPZcWSJf/i/y5dT35b3w/vryXshrRGr78hpxf32zwvOe14jc+xqRmlw5TdNZvP/++9qyZYsmTJigYcOGaezYsXr33Xdt7f7+/goODtaaNWtSlRiHhISkJZwMkzCqwtHoiYRL7RyNvpAkDw+PRIuMJHB3d0/0wDqSkj5p6Xv3H2B26JuaeQCzQt+7X0RzWl8XF5cU/61lhb4mkylb9ZXS73mfFV4jzGazYmNjZTbMiQrG9riaXGU24vu7uromG39WeN7zGhEvKzzveY1I/75ZITdw1Dc15+Es5Mppz5Ul8mVn9c0K72+8F8bLCu9vvBemf9+s8LznNSJ79s0Kz3teI9K/b1Z43tvrm5pzSNN0Ft99951atGihN954QyaTye6IiLJly+rMmTNpOXyW5ePjo6JFi+rUqVN2v1FKmE8oYb43AAAA5D7kyuTKAAAAOU2aishnzpxR/fr1k+3j5+d3z/nOsqPg4GBFRkZqy5YtSdrWrFlj6wMAAIDciVyZXBkAACCnSdN0Fnny5HG4SmCCkydPqmDBgmkKatu2bfrtt9904cKFRPOhJTCZTJozZ06ajp1SYWFhCgsLU0BAgAICAmzbX3jhBS1atEgjR47Ub7/9Zhv2vXbtWq1Zs0bNmze3rcYJAEiZY1dStrhUSvsBQGYiVyZXBgAAyGnSVERu1KiRVqxYofDwcLtzmp07d04///yzHn300VQdNy4uTj169NDSpUtlGIZMJlOiCZ8Tfk5rYjx79mzbIh8HDhywbVu/fr0k6dFHH7XF/Nlnn2ns2LEaPXq0xowZYztGy5Yt1bdvX82ePVu1a9dWx44dFRoaqu+++05+fn764osvUh0XAORWAQEB8vbyVv8l/VO8j7eXd6KCBQBkNeTK5MoAAAA5TZqKyMOGDVPLli314IMPaurUqbYVHKOiorRt2za98sorio2N1WuvvZaq406ePFlLlixR7969NXDgQNWrV09DhgxRt27dtHHjRk2YMEEPPvigPvzww7SErc2bN2v+/PmJtm3ZssV2uV3p0qVTlMzPnDlTNWrU0MyZM/Xpp5/K19dXjzzyiN577z1GVgBAKgQGBurwkcMKCwtL8T4BAQEKDAxMx6gA4P6QK5MrAwAA5DQm4+7hC6kwY8YMDRo0yO6iGWazWdOnT1ffvn1TdcwaNWpIkv78809J8atDjhkzRu+8844k6a+//lKDBg00ZcoU9e+f8lFrWVlERIT8/f0VHh4uPz+/zA4HAAAgR8msXItc2XnIlwEAANJHavKsNC2sJ0kvvvii9u/fr5dffln169dXuXLlVLt2bb344ovau3dvqpNiSTpx4oRatGhh+9lkMik2Ntb2c9WqVfXII49wGRwAAACyNHJlAAAA5CRpms5i48aN8vPzU61atTR16lSnBePu7i5vb2/bz76+vrp8+XKiPqVKldKKFSucdp8AAACAM5ErAwAAIKdJ00jkli1batasWc6ORSVLltTZs2dtP1eqVEkbN25MtGDI9u3blT9/fqffNwAAAOAM5MoAAADIadJURC5UqJDc3d2dHYuCg4MTJcLdunXT0aNH9fDDD+vzzz9Xjx49tHnzZrVv397p9w0AAAA4A7kyAAAAcpo0TWfRrl07bdiwQYZhyGQyOS2Y3r17y2Kx6Ny5cypZsqReeeUVrV+/XitXrtTq1aslSQ0aNNCECROcdp8AAACAM5ErAwAAIKcxGXdf/5ZCFy5cUOPGjdW2bVt9+OGH6X7J3K5du3Ty5EmVKlVKDRo0kItLmtcDzHJYbRoAACD9ZEauRa7sXOTLAAAA6SM1eVaaisitWrXS1atXdfDgQbm7u6tMmTIqXLhwkpEWJpNJa9euTe3hcxWSYgAAgPSTGbkWubJzkS8DAACkj3QvIqd0dIPJZJLFYknt4XMVkmIAAID0kxm5Frmyc5EvAwAApI/U5FlpmhPZarWmKTB7Bg4cmOp9TCaTPv/8c6fFAAAAADgLuTIAAABymjSNRHam1MzZdvclgDll1AYjKwAAANJPds+1cnuuLGX/xxAAACCrSveRyP8VGRmpiIgI+fn5ycfHJ1X7rlu3LkX9zpw5o3HjxunkyZNOXeUaAAAASE/kygAAAMju0lxEjo2N1UcffaR58+bp5MmTtu1ly5bV888/r9dff13u7u73PE5wcHCy7devX9f777+vzz//XNHR0WrcuLE+/PDDtIYNAAAApDtyZQAAAOQkaZrO4vbt22rTpo22bdsms9mscuXKqUiRIgoNDdXJkycVFxenhg0bau3atfLy8kpTYNHR0frkk080ceJE3bhxQ5UqVdL777+vRx99NE3Hy6q4PA8AACD9ZEauRa7sXOTLAAAA6SM1eVbKJ1m7y8SJE7V161b16NFDf//9tw4fPqx169bp0KFDOnXqlJ5++mlt375dEydOTPWxDcPQ7NmzVaFCBY0YMULe3t768ssvdfDgwRyZFAMAACBnIVcGAABATpOmkciVK1dWnjx5tGPHDod9GjRooJs3b+rw4cMpPu6yZcs0YsQIHT16VH5+fnrzzTc1ZMgQeXp6pjbEbIORFQAAAOknM3ItcmXnIl8GAABIH+k+EjkkJEQPPvhgsn1at26tkJCQFB1v8+bNCgoK0hNPPKFTp07p1Vdf1d9//6233norxyfFAAAAyFnIlQEAAJDTpGlhPW9vb125ciXZPleuXJG3t/c9j9WpUyetWrVKLi4u6tmzp8aNG6cSJUqkJSwAAAAg05ErAwAAIKdJ03QWHTt21MaNG7V9+3ZVrVo1SfuhQ4fUsGFDBQcHa+XKlckey8XFRSaTSaVLl9YDDzyQsqBNJq1atSq1YWdJXJ4HAACQfjIj1yJXdi7yZQAAgPSRmjwrTUXkrVu3qkWLFnJ1dVWfPn0UHByswoULKzQ0VOvXr9fcuXMVGxurdevWKSgoKNljubikfkYNk8kki8WS6v2yIpJiAACA9JMZuRa5snORLwMAAKSPdC8iS9KSJUvUt29fhYeHy2Qy2bYbhiF/f3/NmjVLTz755D2Pc/r06bTcvUqVKpWm/bIakmIAAID0k1m5Frmy85AvAwAApI8MKSJL0q1bt7Rs2TLt3btXERER8vPzU+3atdW5c2flyZMnrYfNVUiKAQAA0k9m5lrkys5BvgwAAJA+MqyIjPtHUgwAAJB+yLWyPx5DAACA9JGaPMv1fu/s1q1bOnbsmCIjI9WsWbP7PRwAAACQY5ArAwAAICdI/Uod/wgJCVHnzp2VL18+1a9fXy1btrS1bdmyRVWqVNH69eudESMAAACQrZArAwAAICdJUxH5zJkzatSokX7++Wd17txZjRs31t2zYjRs2FBhYWH69ttvnRYoAAAAkB2QKwMAACCnSVMRefTo0bp+/bo2bNigH374QW3atEnU7urqqmbNmmnLli1OCRIAAADILsiVAQAAkNOkqYi8Zs0aPfbYY2rSpInDPoGBgTp//nyaAwMAAACyI3JlAAAA5DRpKiJfu3ZNpUuXvme/mJiYtBweAAAAyLbIlQEAAJDTpKmIXLhwYZ04cSLZPgcPHlRgYGCaggIAAACyK3JlAAAA5DRpKiK3adNGK1as0MGDB+22b9q0SWvXrtVDDz10X8EBAAAA2Q25MgAAAHKaNBWRR44cKS8vLzVt2lTvv/++baTF6tWrNWrUKLVv314BAQEaNmyYU4MFAAAAsjpyZQAAAOQ0JsMwjLTs+Mcff6h79+46ffq0TCaTDMOw/RsYGKgffvhB9erVc3a8OU5ERIT8/f0VHh4uPz+/zA4HAAAgR8msXItc2XnIlwEAANJHavIs17TeScOGDXX8+HGtWLFCf/zxh65duyY/Pz81bNhQnTt3lru7e1oPDQAAAGRr5MoAAADISdI8EhnOwcgKAACA9EOulf3xGAIAAKSP1ORZaZoTGQAAAAAAAACQO6R5Oos7d+5o2bJl2rlzp27cuCGLxZKkj8lk0pw5c+4rQAAAACC7IVcGAABATpKmIvLp06fVpk0bnTx5UsnNhkFiDAAAgNyGXBkAAAA5TZqKyK+++qpOnDihZ599Vr1791aJEiXk6prmQc0AAABAjkGuDAAAgJwmTdns77//rtatW2v+/PnOjgcAAADI1siVAQAAkNOkaWE9q9Wq2rVrOzsWAAAAINsjVwYAAEBOk6YicuPGjXX48GFnxwIAAABke+TKAAAAyGnSVESeMGGC1q1bpx9++MHZ8QAAAADZGrkyAAAAcpoUzYk8bty4JNtatmypbt26KTg4WLVr15a/v3+SPiaTSaNGjbr/KAEAAIAsilwZAAAAOZ3JMAzjXp1cXNI0YFkmk0kWiyVN++YWERER8vf3V3h4uPz8/DI7HAAAgBwlI3ItcuX0Rb4MAACQPlKTZ6VoJPK6deucEhgAAACQ05ArAwAAIKdLURE5ODg4veMAAAAAsiVyZQAAAOR0Kb72zmw26913303PWAAAAIBsiVwZAAAAOVmKi8iGYSgF0ycDAAAAuQ65MgAAAHKytK0CAgAAAAAAAADIFSgiAwAAAAAAAAAcSlUR2WQypVccAAAAQLZGrgwAAICcymSkcPI2FxcX5c2bV3nz5k35wU0mnTx5Mq2x5QoRERHy9/dXeHi4/Pz8MjscAACAHCWjci1y5fRDvgwAAJA+UpNnuab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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(3,2,figsize=(15,15))\n", "months=np.arange(1,13)\n", "xticks=['Jan','Feb','Mar','Apr','May','Jun','Jul','Aug','Sep','Oct','Nov',\"Dec\"]\n", "\n", "fig.tight_layout(pad=5)\n", "\n", "\n", "\n", "ax[0,0].plot(xticks,WY_Nuts_T,'--',marker='^',markersize=9,markerfacecolor='mediumpurple',linewidth=1,color='k',label='Exp 1 with CY Nutrients')\n", "ax[0,0].plot(xticks,WY_Thresh_T,'--',marker='s',markersize=9,markerfacecolor='violet',linewidth=1,color='k',label='Exp 3 Increased Temp Threshold')\n", "ax[0,0].plot(xticks,WY_Winds_T,'--',marker='*',markersize=11,markerfacecolor='lightskyblue',linewidth=1,color='k',label='Exp 5 with CY Winds')\n", "ax[0,0].plot(xticks,WY_Thermal_T,'--',marker='d',markersize=9,markerfacecolor='lightgreen',linewidth=1,color='k',label='Exp 7 with CY Thermal')\n", "ax[0,0].plot(xticks,WY_Rivers_T,'--',marker='o',markersize=9,markerfacecolor='burlywood',linewidth=1,color='k',label='Exp 9 with CY Rivers')\n", "ax[0,0].plot(xticks,WY_Orig_T,'--',color='r',linewidth=4,label='WY Orig')\n", "ax[0,0].legend(frameon=False,fontsize=12)\n", "ax[0,0].set_ylabel('Theoretical Ratio of Diatom to\\nNanoflagellate Growth',fontsize=14)\n", "ax[0,0].set_xlabel('')\n", "ax[0,0].set_ylim(0.2,3.0)\n", "ax[0,0].set_title('Warm Year - Temperature Dependence Only',fontsize=16)\n", "ax[0,0].axhline(y=1.0,color='grey',linestyle='--')\n", "ax[0,0].xaxis.set_tick_params(labelsize=14)\n", "ax[0,0].yaxis.set_tick_params(labelsize=14)\n", "ax[0,0].set_xticklabels([])\n", "ax[0,0].text(-.4, 3.1, '(a)', fontsize=15, color='k')\n", "\n", "\n", "ax[1,0].plot(xticks,WY_Nuts_N,'--',marker='^',markersize=9,markerfacecolor='mediumpurple',linewidth=1,color='k',label='Exp 2 with CY Nutrients')\n", "ax[1,0].plot(xticks,WY_Thresh_N,'--',marker='s',markersize=9,markerfacecolor='violet',linewidth=1,color='k',label='Exp 4 with Increased Temp Threshold')\n", "ax[1,0].plot(xticks,WY_Winds_N,'--',marker='*',markersize=11,markerfacecolor='lightskyblue',linewidth=1,color='k',label='WY with CY Winds')\n", "ax[1,0].plot(xticks,WY_Thermal_N,'--',marker='d',markersize=9,markerfacecolor='lightgreen',linewidth=1,color='k',label='Exp with CY Thermal')\n", "ax[1,0].plot(xticks,WY_Rivers_N,'--',marker='o',markersize=9,markerfacecolor='burlywood',linewidth=1,color='k',label='WY with CY Rivers')\n", "ax[1,0].plot(xticks,WY_Orig_N,'-.',color='r',linewidth=4,label='WY Orig')\n", "ax[1,0].legend((),frameon=False)\n", "ax[1,0].set_ylabel('Theoretical Ratio of Diatom to\\nNanoflagellate Growth',fontsize=14)\n", "ax[1,0].set_xlabel('')\n", "ax[1,0].set_ylim(0.2,3.0)\n", "ax[1,0].set_title('Warm Year - Nutrient Dependence Only',fontsize=16)\n", "ax[1,0].axhline(y=1.0,color='grey',linestyle='--')\n", "ax[1,0].xaxis.set_tick_params(labelsize=14)\n", "ax[1,0].yaxis.set_tick_params(labelsize=14)\n", "ax[1,0].set_xticklabels([])\n", "ax[1,0].text(-.4, 3.1, '(b)', fontsize=15, color='k')\n", "\n", "\n", "ax[2,0].plot(xticks,WY_Nuts_B,'--',marker='^',markersize=9,markerfacecolor='mediumpurple',linewidth=1,color='k',label='WY with CY Nutrients')\n", "ax[2,0].plot(xticks,WY_Thresh_B,'--',marker='s',markersize=9,markerfacecolor='violet',linewidth=1,color='k',label='WY with Increased Temp Threshold')\n", "ax[2,0].plot(xticks,WY_Winds_B,'--',marker='*',markersize=11,markerfacecolor='lightskyblue',linewidth=1,color='k',label='WY with CY Winds')\n", "ax[2,0].plot(xticks,WY_Thermal_B,'--',marker='d',markersize=9,markerfacecolor='lightgreen',linewidth=1,color='k',label='WY with CY Thermal')\n", "ax[2,0].plot(xticks,WY_Rivers_B,'--',marker='o',markersize=9,markerfacecolor='burlywood',linewidth=1,color='k',label='WY with CY Rivers')\n", "ax[2,0].plot(xticks,WY_Orig_B,'-',color='r',linewidth=4,label='WY Orig')\n", "ax[2,0].legend((),frameon=False)\n", "ax[2,0].set_ylabel('Theoretical Ratio of Diatom to\\nNanoflagellate Growth',fontsize=14)\n", "ax[2,0].set_xlabel('')\n", "ax[2,0].set_ylim(0.2,3.0)\n", "ax[2,0].set_title('Warm Year - Both',fontsize=16)\n", "ax[2,0].axhline(y=1.0,color='grey',linestyle='--')\n", "ax[2,0].xaxis.set_tick_params(labelsize=14)\n", "ax[2,0].yaxis.set_tick_params(labelsize=14)\n", "#ax[2].set_xticklabels([])\n", "ax[2,0].text(-.4, 3.1, '(c)', fontsize=15, color='k')\n", "\n", "ax[0,1].plot(xticks,CY_Nuts_T,'--',marker='^',markerfacecolor='mediumpurple',markersize=9,linewidth=1,color='k',label='Exp 2 with WY Nutrients')\n", "ax[0,1].plot(xticks,CY_Thresh_T,'--',marker='s',markerfacecolor='violet',markersize=9,linewidth=1,color='k',label='Exp 4 Increased Temp Threshold')\n", "ax[0,1].plot(xticks,CY_Winds_T,'--',marker='*',markerfacecolor='lightskyblue',markersize=11,linewidth=1,color='k',label='Exp 6 with WY Winds')\n", "ax[0,1].plot(xticks,CY_Thermal_T,'--',marker='d',markerfacecolor='lightgreen',markersize=9,linewidth=1,color='k',label='Exp 8 with WY Thermal')\n", "ax[0,1].plot(xticks,CY_Rivers_T,'--',marker='o',markerfacecolor='burlywood',markersize=9,linewidth=1,color='k',label='Exp 10 with WY Rivers')\n", "ax[0,1].plot(xticks,CY_Orig_T,'--',color='b',linewidth=4,label='CY Orig')\n", "\n", "ax[0,1].legend(frameon=False,fontsize=12)\n", "ax[0,1].set_ylabel('Theoretical Ratio of Diatom to\\nNanoflagellate Growth',fontsize=14)\n", "ax[0,1].set_xlabel('')\n", "ax[0,1].set_ylim(0.2,3.0)\n", "ax[0,1].set_title('Cold Year - Temperature Dependence Only',fontsize=16)\n", "ax[0,1].axhline(y=1.0,color='grey',linestyle='--')\n", "ax[0,1].xaxis.set_tick_params(labelsize=14)\n", "ax[0,1].yaxis.set_tick_params(labelsize=14)\n", "ax[0,1].set_xticklabels([])\n", "ax[0,1].text(-.4, 3.1, '(d)', fontsize=15, color='k')\n", "\n", "\n", "\n", "ax[1,1].plot(xticks,CY_Nuts_N,'--',marker='^',markersize=9,markerfacecolor='mediumpurple',linewidth=1,color='k',label='CY with WY Nutrients')\n", "ax[1,1].plot(xticks,CY_Thresh_N,'--',marker='s',markersize=9,markerfacecolor='violet',linewidth=1,color='k',label='CY with Increased Temp Threshold')\n", "ax[1,1].plot(xticks,CY_Winds_N,'--',marker='*',markersize=11,markerfacecolor='lightskyblue',linewidth=1,color='k',label='CY with WY Winds')\n", "ax[1,1].plot(xticks,CY_Thermal_N,'--',marker='d',markersize=9,markerfacecolor='lightgreen',linewidth=1,color='k',label='CY with WY Thermal')\n", "ax[1,1].plot(xticks,CY_Rivers_N,'--',marker='o',markersize=9,markerfacecolor='burlywood',linewidth=1,color='k',label='CY with WY Rivers')\n", "ax[1,1].plot(xticks,CY_Orig_N,'-.',color='b',markersize=9,linewidth=4,label='CY Orig')\n", "\n", "ax[1,1].legend((),frameon=False)\n", "ax[1,1].set_ylabel('Theoretical Ratio of Diatom to\\nNanoflagellate Growth',fontsize=14)\n", "ax[1,1].set_xlabel('')\n", "ax[1,1].set_ylim(0.2,3.0)\n", "ax[1,1].set_title('Cold Year - Nutrient Dependence Only',fontsize=16)\n", "ax[1,1].axhline(y=1.0,color='grey',linestyle='--')\n", "ax[1,1].xaxis.set_tick_params(labelsize=14)\n", "ax[1,1].yaxis.set_tick_params(labelsize=14)\n", "ax[1,1].set_xticklabels([])\n", "ax[1,1].text(-.4, 3.1, '(e)', fontsize=15, color='k')\n", "\n", "ax[2,1].plot(xticks,CY_Nuts_B,'--',marker='^',markersize=9,markerfacecolor='mediumpurple',linewidth=1,color='k',label='CY with WY Nutrients')\n", "ax[2,1].plot(xticks,CY_Thresh_B,'--',marker='s',markersize=9,markerfacecolor='violet',linewidth=1,color='k',label='CY with Increased Temp Threshold')\n", "ax[2,1].plot(xticks,CY_Winds_B,'--',marker='*',markersize=11,markerfacecolor='lightskyblue',linewidth=1,color='k',label='CY with WY Winds')\n", "ax[2,1].plot(xticks,CY_Thermal_B,'--',marker='d',markersize=9,markerfacecolor='lightgreen',linewidth=1,color='k',label='CY with WY Thermal')\n", "ax[2,1].plot(xticks,CY_Rivers_B,'--',marker='o',markersize=9,markerfacecolor='burlywood',linewidth=1,color='k',label='CY with WY Rivers')\n", "ax[2,1].plot(xticks,CY_Orig_B,'-',color='b',linewidth=4,label='CY Orig')\n", "\n", "ax[2,1].legend((),frameon=False)\n", "ax[2,1].set_ylabel('Theoretical Ratio of Diatom to\\nNanoflagellate Growth',fontsize=14)\n", "ax[2,1].set_xlabel('')\n", "ax[2,1].set_ylim(0.2,3.0)\n", "ax[2,1].set_title('Cold Year - Both',fontsize=16)\n", "ax[2,1].axhline(y=1.0,color='grey',linestyle='--')\n", "ax[2,1].xaxis.set_tick_params(labelsize=14)\n", "ax[2,1].yaxis.set_tick_params(labelsize=14)\n", "#ax[2].set_xticklabels([])\n", "ax[2,1].text(-.4, 3.1, '(f)', fontsize=15, color='k')\n", "\n", "\n", "\n", "#plt.savefig('Figure8_GrowthRatioPlots.png', bbox_inches='tight',dpi=1000,transparent=False)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python (py39)", "language": "python", "name": "py39" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.15" } }, "nbformat": 4, "nbformat_minor": 4 }