{ "cells": [ { "cell_type": "code", "execution_count": null, "id": "02c30fca", "metadata": {}, "outputs": [], "source": [ "# Copyright 2023 Nico Curti, Gianluca Carlini, and Riccardo Biondi\n", "# Author: Nico Curti\n", "# e-mail: nico.curti2@unibo.it" ] }, { "cell_type": "code", "execution_count": 1, "id": "01834fc1", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import pylab as plt\n", "import networkx as nx\n", "from skimage.morphology import skeletonize_3d\n", "from skimage.measure import marching_cubes\n", "from np_demo import GraphThicknessImageFilter3D\n", "\n", "import nibabel.freesurfer.mghformat as mghf # read mgz images" ] }, { "cell_type": "markdown", "id": "6d607049", "metadata": {}, "source": [ "# Topological graph analysis - Brain" ] }, { "cell_type": "markdown", "id": "2ffe144f", "metadata": {}, "source": [ "Demo of the `GraphThicknessImageFilter` applied for the characterization of the topological graph extracted from a brain volume.\n", "\n", "In this demo we will see how we can use the graph filter for the analysis of 3D medical volume.\n", "In particular, we will use a custom 3D brain volume related containing the 3D segmentation of the brain volume, i.e. a standard binary mask produced by software like BrainVisa or other custom algorithms belonging to the neuroscience research field.\n", "\n", "Starting from the 3D volume of the brain, we will extract the corresponding internal skeleton and related graph, aiming to analyze it using a standard graph-theory approach.\n", "\n", "For the loading and management of the brain volume, we will use the `nibabel` library.\n", "The volume analyzed in this demo was extracted from the OASIS dataset (ref. [here](https://www.oasis-brains.org/))." ] }, { "cell_type": "code", "execution_count": 2, "id": "860fcabd", "metadata": {}, "outputs": [ { "data": { "image/png": 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lpJAkCXq9nv9dLBZRrVZhNBr5+6ISIyAgcF4hSIuAwCljWGw7TsKyF+j4RGRIOzNc3REkRkBA4LxAkBYBgVPCbrGtTnewTdI4yAPpY4b/PXxcQWIEBATOEwRpERA4BZBGZVhsqwWMQmL0ej2PWQsSIyAgcJYQpEVAYII4SGx7GthdaRnl8btJjCzL6Pf7/H/DI9Z6vV6QGAEBgVODIC0CAhPC7nbQedzcRyUx9CVIjICAwCQhSIuAwASgKAri8TgsFgtcLteZbeRHrbSMcry9SEyv1+P/FyRGQEBgUhCkRUBgjBiurlSrVQCA2+0+9rG0vuETiSFR8V4kRlVVGI1GWCwWQWIEBAROBEFaBATGhN1iW51O98qlNO9FYjY2NmCxWBAKhQBgh7BXkBgBAYGjQJAWAYETYj+xrRY243G3h47z+2kCSa/Xs2Nvq9Xi8yNIjICAwKgQpEVA4AQ4SGwrSdIOS/2zgNYIwF6VGEFiBAQERoUgLQICx8RpONuOQ9ei5RaVIDECAgJHgSAtAgJHxKjOtieptAynPb9K2I/EtNttfowgMQICry4EaREQOAKO4myrhc30vBOfvUasBYkREHh1IUiLgMCIoOrKqO2g804YtIijkBi9Xg+DwSBIjIDASwRBWgQEDsFRgw4JWiAtWljDJHFUEqPX60d+/QQEBLQHQVoEBA6Aoijo9XrHCjrUwvTQq4b9SEwqlUKtVsPs7Cx0Ot2OdpIgMQIC5weCtAgI7IHdzq7H2di0UOXQwhrOEsMkRlVVNvzrdDrodDoAIEiMgMA5giAtAgK7cBSx7UF41QkDQUuakr0qMYLECAicHwjSIiAwBKqujMN7RQukRQtr0DJGJTEGg4F1MYLECAicHQRpERDAYLOqVCpQFAU2m20sG5MgDNrBqCZ9+5GYbreLbrcLQJAYAYGzhCAtAq88SGybTqdhNBpht9vHclytkBaxhuNDkBgBAW1BkBaBVxa7gw4p0G9c0AJp0ZKe5GXAXiQGwIEkRivhmQICLwMEaRF4JbGX2HbcJEMLpEVggHFkOO2F4Xwk+j2AIDECApOCIC0Crxz2E9uO21flpKRlHKRHEKfTxWEkJpFIIBKJwGq1ChIjIHAMCNIi8MrgMGdbUWkRGDd2k5hCoYBwOIxut4tOp8OEZfeItSAxAgJ7Q5AWgVcCozjbkvHYuKAF0qKFNWgBk2oPHQc6nW7PSsxBPjFaWbuAwFlDkBaBlxq7xbYHTXZorT0k8PJhN3naXYmhx4hKjIDA3hCkReClhaqq6PV6kGX5TFKZtUBatLAGLUArlZZRXgtJkvYkMSTslSTphRFrLTw3AYHTgCAtAi8lFEVBt9s9krPty0haBLSHoxKMvUhMr9fj6iGRGPoSJEbgZYYgLQIvFQ4T2x6ESZCWs4YgTtrCOCo+gsQIvMoQpEXgpcEoYtuDoNPpxq5pGefxBI4PLbWHxr0OQWIEXiUI0iJw7rFbbHtc3wtRaZncGgROD3uRmH6/v+Pz0ev14HA4YDQaBYkROFcQpEXgXOOoYtuDMIkN/riVlk6ng0ePHkGSJHi9Xni9XlgslrGuTeBscNoEYa/ogQcPHuD1119ncztRiRE4LxCkReDc4jhi24OglUpLPp/H06dPceHCBRgMBpTLZTx58gTdbhdOp5NJjNlsHmkNZ11p0QK00h7SAug8EEHZqxKj1+t5zFqQGAEtQZAWgXMHusguLS3h8uXLMBjG8zY+a3M5RVGwsrKCSqWCW7duscbG7XZjbm4OiqKgVquhVCrh0aNH6PV6cLvd8Hq98Hg8MJlMY1v7uCGIk7YwTOL2qsTIsox+v8+PGx6xpuqMgMBZQJAWgXOFYbFtvV4fO8k4K3O5VquF+/fvIxAI4NatW5AkCf1+f8djdDod3G433G435ufnIcsyqtUqSqUS4vE4ZFneQWKMRuPYnovAy4f9iMdBJIYw3E4SJEbgNCFIi8C5wH5iWy37qox6vEwmg5WVFVy/fh1er3fk4+v1em4VAYMgyEqlglKphK2tLaiqCpfLhW63i36/P7aK1HmEaA/txFHe5/uRmF6vt6PVJEiMwGng1b2KCZwb7Ce2ncSI8mmSFlmW8fTpU3Q6Hdy+ffvE7R29Xg+fzwefzwcA6Pf7KJVKyGaz+PjjjwEAHo+HKzHDEyYCAqOCPoPkgSRIjMBpQpAWAU3jILHtWWtQTnK8er2OBw8eIBaL4dq1axO5qBsMBvj9flgsFty6dQu9Xg+VSgXFYhHr6+s8meTxeOB2u196EiM2zk8xznMxCokZFvYKEiNwEgjSIqBJjOJsO24NymlVbhKJBDY3N3Hz5k24XK6x/b7DYDQaEQgEEAgEAAC9Xg+lUgn5fB6rq6s72k0ul+tIbsJah2gPnR72IjGKoqDVagkSI3BiCNIioDlQQNxhzrbnrdLS7/fx6NEjAMCdO3dG0picdLM96DkZjUaEQiGEQiEAQLfbRalUQjqdxvLyMoxGI5MYp9P5UpEYgdPDQSSmVCpBp9PB7/cLEiMwEgRpEdAMjupse5bTPkc9XrVaxdLSEubm5jA1NTW23zFOmEwmhMNhhMNhAAODu1KphGQyiVqtBrPZzJoYp9N57jaW87belxXDJKbdbkOv14tKjMDIEKRFQBM4jrPtuEnGJCo3iqJgc3MTyWQSb7zxBux2+9iOP+oajguz2YxIJIJIJAJgMJZdLpcRj8dRq9VgtVpZE+NwODS9sQifGG1CURSYTCbodLoXKjHtdpsfJ0iMAEGQFoEzx3GdbbU+PdTr9dBsNtFoNHDnzp1zL3S1Wq2wWq2IRqNQVZVJzNbWFur1Omw2G5MYu90uNhaBQ0Et4GHsNWItSIwAQZAWgTPDKGLbgzCJds64SBC51hqNRly/fn0sx9QSJEmCzWaDzWZDLBaDqqpoNpsolUrY2NhAo9GA3W6H1+tFt9s9c6M7IcTVJlRVPfRzfxQSo9frYTAYxGv9EkOQFoEzwahi24OgxUqLqqpYW1tDPp/H22+/jXv37o1pddqGJEmw2+2w2+2Ynp6GqqpoNBoolUooFArIZDIoFoss7LVarWe95FcWWmqVKYpyrJuVo5AYvV4vROQvEQRpEThVHFVsexAmoUE5CdrtNh48eAC3243bt2+/0hdKSZLgcDjgcDigqiqMRiMcDgdKpRKWl5fR6XTgcDhEgvUZQEtVp3GsZVQSM2x29yp/Ns87BGkRODXsbgeN42I1zkrLSZDL5bC8vIyrV6/C7/eP5Zha2VjGAUmS4HQ64XQ6MTs7y9lRpVKJE6xdLhdPJ42SYH0UaGmjPmto6Vwcp9JyGPYjMZ1OB51OB8DghmdYEyNIzPmBIC0Cp4Ljim0Pwrg1LceBoih49uwZarUabt26NfbN9mWFTqeDy+WCy+XiBGsKf0ylUucqwXpUnPV7lfCyk5bd2IvEqKr6AokZFvcKEqNdCNIiMFFQdWV1dRUOhwPBYHBsxx63puWoaDabePDgAYLBIN555x3NbATnETqdDh6PBx6PBwAmkmB91q+PIC0v4izWsh+J+fjjj7G4uAiLxQKdTgeDwcC6GEFitANBWgQmhmGxraIokGV5rMc/y0pLOp3G6uoqbty4wRutwN44zqY0SoL1MIk5zF1YK4RBC2ThNKobo0ILaxlOjKcqC127ut0uAAgSoyEI0iIwEZB2he6kJlEVOYtKiyzLrMG4c+fOmY/yvirYK8GaSMzGxgYA7SdYa6XCoZV1ANpaCxGo/SoxgsRoA4K0CIwV+3mvvAykhZKZp6amMDMzo5mL7asISrAm0fNwgvXa2hp0Ot2OBGstbI5aWIOW1gFoo9JC2G8te5EYAAeSmHHp9gRehCAtAmODoijo9Xp7eq9MgmCc1vSQqqpIJBLY2trCa6+9BqfTOfHf+bJh0u2ZwxKse70eXC4XjEbjmSVYa6VFJUjL3hh1LcP5SIAgMacNQVoEToxh75X9nG11Oh17s4wLp6Fp6ff7ePjwIXQ63cjJzAJnj90J1isrK1BV9cwTrLWwcWmJtGhpLcDxXp9RSIwkSTAajYLEjAHiCixwIozqbDtuIzg65iQrLZVKBQ8fPsT8/DxisdjEfo/A5EEj1lSJOYsEa61s0Hvl/ZwVtFRpGRcOIjGdToevkzReTbEDWnlNtA5BWgSODaqujOK9MolWziSIEDC4yGxubiKdTp9JMrPA5HFQgnW9XofFYhl7grVWSMsoeT+nBa2ck0niMBID7G1297Kfl+NCkBaBI+M4QYfnRdOiKAo++ugj2Gw23LlzRzMXd4HJYq8EaxqvHk6w9nq9sNlsx9pQtLJBa2UdBC2t5TSwm8QAn1asqRLTbDY5kFSQmJ0QpEXgSDhIbHsQJjU9NM5KS7FYRLPZxKVLlxAOh8d23ONCXKTGh6Ns1MMJ1lNTUzsSrNfW1tBsNjnBmsIfRzm2EOIK7AdJknaQmHQ6zR5F9P3dI9av6msoSIvASNgddHjUCoSWKy2qqmJ1dRXFYhEOh4N1D+OC2CTONw5KsF5ZWUGr1doR/nhQgrUW3gdaej9qichpCYqiMEEBBuvr9Xo7gmZ/7dd+DX/zb/7NV64a/Go9W4FjgUqXB00HHYZJ6E/GMT3UbrfxwQcfQFVV3Lp1C3q9fuzJ0Vq7IAqcDJRgPTMzg9dffx137tzB7Ows+v0+lpeX8f777+Px48dIpVI7koa1Qha0JMTVCrTy2hB2C5SpEkNfkiThX/yLf6GpNZ8WRKVF4EAcRWx7ECYlxD3JMfdKZh53RUiQFm1gkpvSfgnWxWJxR4K11WrVRCq5loS4Wtl0tTbFJMvyga7OWjlvZwFBWgT2xHHEtgdBS5oWRVGwvLyMRqOB27dv70gQHjfJEKTl1cNwgjUATrDOZDKoVqt4//33zzTBWmtVBS1Aa6TlsPVQtMCrCEFaBF7AccW2B0ErmpZms4n79+8jHA7jypUrLzw3QVoExg1KsDYYDJBlGVeuXBl7gvVRIEjLi9AaaTms0kJ4FV9HQVoEGCS2XV5eRjQahc1mG9uxJ2Uud5RjplIprK2t4ebNm3C73Xs+RpCWlxNa2KhpDeNOsD4qtKJp0dLnQmukZZRKy6sKQVoEAHyqTpdlGY1GA7Isj/X4k9C0jHpMWZbx+PFj9Pv9Q5OZx02uBGkRIOxHnA5LsJYkCR6Ph79OmmCtFU2LFogk4byRlm63C4vFcoor0g4EaRGAoijodrs77gS1JprdC6MQglqthgcPHmBmZgbT09OHXiTHTa4EaREgjLpJ75VgXS6XX0iw9nq9cLlcRyYxWiELWiIKWloL4aDXqNlsHjha/zJDkJZXGPuJbXU63dgrLZMS4u53TFVVEY/HEY/Hj5TMLNpDLye0slEfB0ajEcFgEMFgEMCnCdbZbBYrKys72k2jJFhr5VxoZR2ANknLQSDH3FcRgrS8ojhIbHvaBOMkx9yLEPR6PTx8+BAGgwF37tw50p2oIC0Ck8K4NundCdbdbhelUmnkBGuttIe0RBS0tBbgcM2KIC0Crwx2O9vuNR10Vq2c4xxz9zrL5TIePnyICxcuIBqNHuuYWiAtqqpia2sL+XweHo8HPp8PdrtdM3emR4FW1nzW65hUZcFkMiEcDnP0xF4J1iTqdTqdmqlwaIkoaGkto0CQFoFXAsNi24NGmSdFWsaN4UqLqqrY2NhAJpPBW2+9dewPtBbM5Xq9HpaWlmAymbC4uIhKpYLNzU3U6/VjZd4A2irFnwW0UO06rdfgoATrWq0GVVXZDO8sibCW3pNaIi2jnJdWqyU0LQIvN3aLbQ/6UEyCtEwCRAi63S4ePHgAu91+4mTms660VCoVrhSFQiH0ej3Y7XbEYrEXMm/a7TacTieTGLPZPLZ1C4wfZ0WcdidYr6ysQJZlJsLjSLA+DrREFEb1RTkNjHJeKLTzVYQgLS85juNse15ICzAYD7179y4uX77MQsWT4Kw0KKqqYnt7G4lEAm+88QbsdvsLrwFl3lDuzbBd/KNHj9Dv90/VpOwo0EKlQwt39We9BkoL9ng8CAaDY0uwPg604hcDaItAjUpaRHtI4KXDcZ1tzwNpURQFq6ur6HQ6+OxnPzs2z4Jxk5ZRfF/6/T6WlpZgNBpfEA4fVCoetoufn5/f06TM6/VClmX0+31NkZjThhZIk1baIcPrGGeC9XHWoSWiMG4Tv+NilKpPq9USpEXg5cEoYtuDoNPp+Ge1iHa7jfv378Pn88Fms43VZGkSzr0HHa9arWJpaQnz8/OIxWIvfP8or9teJmXlchmpVAoff/wxj8b6fL49p0oEJgstkpbd2F3NU1UV9XodpVIJy8vL6HQ6cDqd8Hg88Hq9J/rsnbfqxmlhlLUI0iLw0mBUse1B0HKlJZvN4tmzZ7h27Rp8Ph+y2exYj39a5nLDPjKvv/46HA7Hnj97EhgMBgQCAVitVrz55puQZXnPqZLzPJk0KrRAGLRQ7QGO1pbZK8G6VquhVCrtSLCmluRRdFWiPbQ3Rqm0NBoNNh981SBIy0uEo4htD8IkHHFPCkVR8PTpU7RarReSmceJ0xDi9vt9PHz4EHq9/sg+MifB7tHYVquFUql04skkgdGhhXN6kraMTqeD2+3m7C5KsCYy3O/3d5CYgz6nWmsPnae1iEqLwLnGccS2B0GSpLE74hKOc8fbaDTw4MEDRCIRXL16daIX/kmTFooVmJubw9TU1Nh+z1HWQKCpkldlMumsCYMWqj3jXgclWHs8HgCDKsGoCdbnjSicFoSm5WAI0nLOQSO/RxXbHoRJtYdIL3KUNSaTSWxsbODGjRv7JjOPE5MkLfF4HFtbW/u2g84Se00mURtA65NJo0ALrZmXkbTsxigJ1kRy6CZLC9ASaREjzwdDkJZzClVV0W63efRtXIQFmFx7iMjQKBeHfr+Px48fQ1EU3Llz59SU/ZMwl+v3+3jw4AFUVT3V5zK8hqNu2sNtgIMmk7xeL9xut2Y8LrSMV4G07MZBCda5XI6rxONKsD4utERaRKXlYAjScg5BYluaDLlx48ZYjz+pSsuoIldqoczOzmJqaurQC+w4L8LjrrT0ej08ffoUFy5cGOm5aBX7TSbl83msrq6y94eWJ5PO+txrodoDnK0AdjjB2mq1QpZlWK1WTrDW6/U8mXScBOvjQmukRWha9ocgLecMw2LbSVdETvu4wwZro7ZQiGRokbQkk0lks1lcuHAB09PTYzmmVkCTSYFAAMCnoX3Dk0k+nw9er1cTm7UW1gCcPXECtCOAVVUVBoNhR4J1t9tFuVw+doL1caEl0qIoyqFkTZjLCWgee4ltXybSMpy3c5SJmnH7qoxj5FmWZTx+/BiyLGN6evrMM0JOw+X3oMmkUqkEs9nMLaVXdTLpVWwPHYS9DN1MJtOJEqxPshYtkZbDWshC0yKgaewnttXr9ROZ8jlt0kLJzIuLixzyNiqIZIyrjKzT6dDv94/9841GA/fv38fU1BRmZmawtrZ25nf5Z7FBDU8mbW9vo9/vQ1GUM5tM0sJGraUKx1mfC2A0onDUBOvjPi8tkRahaTkYgrRoGIc5255VG+e42H3Hr6oq1tfXkcvljp3MrKVKSyqVwvr6Om7evAmXy8XHO2vSApxte0SSJJjNZsRisZdyMmlUaOF9AGiHtBxnHXslWNN4da1Wg9VqZTJ8FMNELZGWUX1aRKVFQFPY3Q7a68N3nistnU4HDx48gNPpxO3bt499wTgtB9uDIMsyu4Pevn17x6arFdKiJbzKk0laIAta2aDHsY7dXkNEYjY2NtBoNEZOsNbKOQFGq7T0+/2JGWxqHYK0aBCjOtuet0oLHTefz+Pp06e4cuUKCzlPcsxJO9gehGazifv37yMajWJ2dvaF10oLpOUoaygUCqduDz7KZNJJdQxaqC5oYQ0v8zokSYLNZoPNZsPU1NSRE6y1cE6A0aaHXmUI0qIhHNXZdlIb4iRCA4HBere2ttDtdnHr1q2xaBnGXWk5ynNPp9NYXV3FzZs39zW+0wJp2QvLy8twuVwwmUwwGAzodrvY3t5GJBJBrVZjh9xer4fZ2dlTXdtek0nFYnHPyaTzlJn0spKF42LS1Y2jJFhrKbbkMI2eFq8npwlBWjSC4zjbauHCMyparRYymQz8fj9u3bo1Vhvx09a0UA5Su93GnTt3DtRgTIq0lMtltFotWK1WtlDfC8lkEu12G7VaDfF4HJFIBI8fP4bVasXGxgZsNhtUVUU6nUY4HMb6+jrf6RGpLBaLMBqNqNfrLwhnHQ7HoZWZk77WJpNpTx0DtQDo7tnn8535pNZB0ApZ0Mo6Trslc1CCdbvdxvvvvz+2BOuTYJTzopXX8CwgSIsGQNWVkwYdahWZTAYrKyvw+/0Ih8NjLwmfpqaF2kGj5iBNirQkk0l4PB40m00A2EFcqtUqvv/976NUKsFqtaJWq6Hb7UKSJHznO9+B2+1GMBhEOBxGpVJBsViE0+lEsViE2+1Gp9NBrVZDvV6HwWCATqdDs9lELpeD2WyG2+2G0WhEOBxGsVgEgFNtKe2XmfTs2bN9J5O0cJHXwhrEOj7FcIJ1JpPBO++8s2+CtdfrPTUNySiallcZgrScIcYddKg1yLKMp0+fotPp4Pbt29je3h57GfY0NS1Evm7cuHFgdWP38Y7ynLPZLGRZhtPp3Hc6oFQqIZvNwmg0wm634/79+3yRazabaLVa2NragsvlgtFoRLVaRTqdhiRJCIfDsFqtqFarkGUZ6+vrMBqN6Pf78Pl8MBqNcLvdcDgcaDQaaLVayGaz0Ol06HQ6cDqdKJfLMJvNyGQyWFhYwLNnz2A0Gnli6igol8soFApYXFw88s8Co2cmdTqdE42yv2zQAmnRkvgVGG+C9UlwmKal1+u9tBN2o0CQljOCoijo9XpjDTrUEur1Oh48eIBYLIZr164xKRs3aTmNSouiKFheXkaj0cDt27ePdLE6SqXlyZMnKJfLUFUVRqMRoVAIrVYLwWAQ9Xqd2yPlchnAgPR+61vfQiAQQLPZRKfTgc/nQzqdhsfjQSAQgNfrRbfbhc1mY28HRVHgcDiQTqcBABaLBbIsI5fLQa/XQ5IkVCoVGAwG2Gw2mM1mmEwmeDweZDIZrt4Eg0Hk83l4vV7cu3cPPp8PCwsLezoZ73UOyuUy2u02AODRo0dMBB0Ox7EIELD/ZFKhUMDjx485lfgsJpPOurKgNZxlnMAw9vt8niTB+iQ4TNPyKrvhAoK0nDqGvVdexuoKACQSCWxubu7wKwEmM5U07vbL7jW2Wi3cv38foVAIV65cOfJFdpT1UTvHZDJBkiREo1HIsoy1tTV4vV4sLS3B7XbzdES1WkU0GsWDBw9gNpvZbdbn8/H0TzgcRrPZxMbGBr/npqenUa1W0ev1UCgU0Gg0cOXKFTidThQKBdTrdVgsFha7qqoKl8uFarWKSqUCnU4HWZZhNBrxhS98gSswiqKgUCig0+lge3sbly9fxsWLFw89N/l8HmazmX1cqtUqAIz1DpYmk2w2G65evQq9Xo9SqTTWyaRRIUjLTpw3s72jJFh7PJ4TBaMetB5BWgRODccR2x4GqjRM4sN/1Itsv9/Ho0ePAGDPNONJTCVNIpWZ1pjL5bC8vIzr16/zheqkIHfYSqWCer0Op9OJ5eVlOJ1OOBwO1Ot1lMtl6PV6xGIxZLNZeDwe5HI5PHv2DDMzM0gmk+j1ehzlYDAYoNfr0Ww2YTKZWH8SDAbh8XiwtbWFWq2GTqcDm82GbrfLvhWyLGNlZQU2mw2BQACdTgderxf1eh1WqxX9fh/dbhc+n49bUgsLC+h0OohEIuj1eiiVSojFYqhUKjCZTMjlcnA6nej3+weOtDebTTx9+hRzc3NwuVys69LpdKhUKvtOZJ0Ee2XdnNZkkiAtO6GV9tBx17HfqH65XMbGxgYkSTpWVe+wa+Sr7IYLCNJyaqDqyrjFtrRpj/vDf9Qgwmq1iqWlJczNzWFqamrfY47bDG9S00NPnz5FrVY7cjvooPW99957SKfTPOHicDgQj8fhdrsRCoWQTqd55JgmeVqtFk/3GAwG3L9/H5VKBVNTU0wmrFYrt2RUVWXSQJEE3W4XHo+HK3t2ux1GoxFOpxN+vx9Op5PbNJ1Oh00LrVYrVFWF0+nE9vY23G43ZmdnYTab4ff7mYAHg0F0u11Eo1Gsr6/DYDBgbW0N0WgUz54925fwqaqK+fl5dLtdrhh1u1202+2JWPvv9V5+WSaTziO0QuLGdf3cParf6/V2+A2NK8G60Wi80u9FQVomDFVVeRLD5/ONnVxM2ghulNG7ra0tJJNJvPHGGwdaS+t0Oo4kGBfGrWnpdrsoFAqYm5vDO++8M5aL6nvvvYd3330XVqsVFouFCYOiKIhEIuzUqdfroaoq5ubm8PjxY3Q6HVQqFaRSKTgcDtRqNRaWJpNJTE1NIZ1O80Usl8txWbper6NQKMBms6HdbsNgMPBUQqvVYi3K9vY2TCYTFEVhMS45iwKfOm+6XC5YLBYW99brddTrdbjdbpjNZuh0OrRaLcRiMZ5WIm1NqVRCpVKBXq9Hv99HMBhkUrKxsYG5uTkmTUSSxm1RPiqxPc5k0lHWoIVNWis475WWw2A0Gg9MsDYYDDtIDK3hsPeIqLQITAwktq3VasjlchMZCz1LK/9ut4ulpSVYLJaRkpknQbDGWWnJ5/N4/PgxHA7HsadZduODDz7gcW9JkmA0GpHJZJBKpWA2m+HxeNBut7lqQtNkJpMJ7XabxYB0YY1Go/B6vVhbW4NOp+OLYqvVgiRJMJlM8Pv9aDab0Ol0XPWgllCr1dqh40ilUtDr9YhGo0in03A4HMjn81hcXEQikUAkEkG/34fVaoXf74fL5YLBYEChUIDdbker1YLZbIYsy+h2uwAAu93Owt2VlRWk02mEQiF8//vfx/z8PNbX1/HZz34WtVoNDocDuVwOJpMJ2WwWLpeLs6jOGqNOJtG5PEzDIEjLTrzspGU3didYdzodlMtlTrCmz4wsyweuSWhaBMaO3UGHRqNxYo6LZ2XlTxfuixcvcgLrSY95HIyj0qKqKlZWVlAul/H6669jbW1tLGv77d/+bXz44YeIxWLsqWKz2bhKYbPZUC6X4fP5eEJIp9Oh2+1iZWUFALik3Gw20Wg0YDabUS6X4ff70ev1YLFYYDKZUK/X4ff7UavVkEgk2LJcURQEAgEYjUaYzWYWz1osFtTrdRiNRj6HFosFnU6HBYVPnjwBgB1tpc3NTdjtdrjdbh6dLpfLsFgs8Hg8LMiVZRmZTIafZ6VSwcLCAgqFAoxGI7797W9jaWkJ0WgU165dw8rKCqxWK9bX1+Hz+bC5uYnp6ek9qxlErvaaUjroNT4pYTgsMwnAgRoGQVpehBbOx1mRJ7PZvCPBut1uo1gsotfr4YMPPtg3wVqQFoGxYi+xLU1dTAKnTVpUVcXa2hry+TzefvvtI/VWJ2G0dtJjdjod3L9/H16vF7du3UKn0xnL+fzKV74CvV4Pv9/P4layE19fX0c0GgUAJgrJZBIul4urFW63GxsbGwiHw3C5XGg0GgiHw9Dr9SxypSpMu91m4tHv97kF1Ww2YbFYoNfrubdusVgwMzPDYXIulwuZTAaZTAadTgdWqxWBQAD1ep2JDLWUFEVBOByGqqowm81QFAWdTofbRd1uF0ajERaLBZIkcRXHYrEgFAohFotxC+x3fud34PP50Ol08PDhQ0SjUbTbbSwuLiKfzyObzQIYkLZAIIB8Po/5+Xncu3cPJpMJlUoFZrMZ6+vrrI3R6XT8fhyVSJ8EewkxD5pMArSxSQvshFYqPhaLBcFgEOl0Gm+//fYLCdbf+973OHrgsOvul770JfzO7/wOQqEQlpaWAAAff/wx/upf/avcLv4n/+Sf4M6dO1BVFT/7sz+Lr3/967DZbPjKV76Ct99++zSe8rEgSMsYsZ/YdlItnEkeey/S0m638eDBA7jd7mMlM0+qPXTcYxYKBTx58gRXr17l1t1JSVCz2cT3vvc9rrLpdDrMz8+j0+lgdnYWdrsdHo8HbrcbzWYT1WoVdrsdBoMB2WwWZrMZ9XodiUQCOp2Op3ICgQB6vR58Ph+q1Sqn11I7yeVy8fuOzKkWFhZ483S73XA6nahUKlAUhTVW5XIZ09PTAIBarQa73Y5KpQJZlqGqKjKZDK5fv46rV6+i0WgwsWo2m3xccsztdDowmUyoVqu8DlmWMTU1xXqmWq2G73znO3zR7fV68Hg8SCQSCIfDUBQFMzMzKBQK2N7exvz8PD755BN4vV689957aDQaOzyOEokEkxkSG0ejUdhsNiYKp4XDJpNo4ouqVoLAaANaIS3ATo+W3foqj8eDr3/96/jX//pfY2NjA/fv38cf/aN/FD/8wz/8gh3DF7/4Rfz1v/7X8VM/9VP8fz//8z+Pv/N3/g7+xJ/4E/j617+On//5n8e7776Lf/Nv/g2ePXuGZ8+e4b333sNf+2t/De+9996pP/dRIUjLGHCYs61erz937aHda6bx3+EN/qjQCmlRVRWrq6solUp45513dmSMnIS0FItF/P7v/z6mp6c5iPDOnTvIZrOsj8jn83C73cjn8/D5fDw5Uy6X4XQ6cf/+faiqCqvVik6nA4vFgmw2i3w+j2AwCEVRUCqVMD09jX6/z6THbrfz6HS320UqlWLRaCqV4jFql8uFWq0GANjc3ES73UalUkEwGITFYuHqQC6XYwJAXirU6qFzSOeqVqvBaDSyiNlisaBQKECSJFy9ehXJZBJmsxl3795FPB7nySOPx8ObeCAQgMViQbvdRrVahaqqcDgcqFQqcDqdyOVyqNVqKJfLnLe0tbWFmZkZbG1tIRQKoVKpwOPx8Ej5MGk5i9bM7smkBw8eQK/Xn+lk0qsetrcXtERa9nPDlSQJV65cwZUrV2C1WuF0OvH5z38e3/rWt/CLv/iLkCQJv/Vbv8WP/9znPoeNjY0XjkFeSJVKBbFYDADwta99DT/1Uz8FSZLwgz/4gyiXy0ilUlwN1hoEaTkhRnG2nWR7aJKVFhKEPXv2DLVa7cTJzFrQtFA7yOPx4J133nnhAnHcNX788cdoNBqYn5/HxsYGotEorFYrGo0GCoUCLl68iEajgUAggEwmA6PRiFQqBZfLhXa7jXa7jXv37rHepFQqsWW+wWCA1WqFJElot9u8yVGVolQqIRqNIhaLsXiXNCelUom1M41GA8DgPeN2u2G321EoFJDP52G329l7hez7Z2ZmEA6HWTsSDAZ5FFqv16PdbsPhcLBXS61WY01ONBpFIBBArVaD1+vFd77zHZRKJQQCAW6bUQyBwWBgUS8JiC0WC/r9Pvx+P497V6tVuN1uqKqK9fV1FhxHIhGYzWYYjUb4/X4oioJms4l8Pn+gT8xpQ6/XIxQKweFwjH0yaVQIXc2L0BJpOcwNFxhMD5EW7Nq1a/iZn/mZkY79D//hP8Qf/+N/HD/3cz8HRVHwve99D8DADHRmZoYfNz09jUQioVnSoo1X6hyCqiukgdDpdPteDCbZHppUpUWSJLRaLdy9excmkwnvvPPOiS+kZz09VCwW8cEHH2B+fh6XLl3a947mqHejpPFxOp0wGAy4cOEC6vU6er0eb875fB5WqxX5fJ6t9KPRKMrlMkqlEu7du4dOp4OZmRkEAgGe2gkEArDZbGg2mwgGg+j3+6xXyeVyfA7i8TgbxxUKBeh0OrTbba5YUEgikZN6vY5sNrujnel2u7G+vo5KpcLVDIvFwmSn2WyyfqXVanGLo9FosG6HBLJEqmw2G+LxOCRJQiAQYBJFLrhEoNrtNmRZRiAQgNVqhc/nQ7vdRjabhaIoaDQauHbtGo+Akz7GZDLBZrNxXlK9Xke1WkW9Xtfc5jxMGKjyNjMzg9dffx23bt1i0vno0SPcvXsXy8vLyOVyY81MEqTlRWiJtIwSlkjp7kfFr/7qr+KXf/mXsb29jV/+5V/GX/yLf/G4yzxTiErLMXBUZ9tJOMEOH3sSpIWC8t54442RwwEPw6SEuIc9fxIPFwqFF9pBJ11jsVhEPp9HJBLhSsCTJ0/g9Xp3mEBNT0+j3W4jGAwik8mgWCzu0K/QHbjdbkev10Oj0eC7cbPZjNnZWW7vqKrK47W0+ZMb7nCbyGAwcJ5Qt9tlkS/dQVmtVnS7XXbYrdfrmJubQy6X4xHnXq8Hg8HA7Raj0citoFKphFQqBVVVOXqASBURCoPBgEajgXq9jk6ng2g0imq1ytUGmkDqdrtM7omANJtNZLNZ6PV6XLlyBb//+78PRVHw5ptvotFocDvJaDSiWCzCYrGg2WzC7XbDZDKx1wy9B7S8WZ90MmlUaP08nAW0lKo8CoGiycCj4jd+4zfwj/7RPwIA/Lk/9+fw0z/90wCAqakpbG9v8+Pi8fi+BqFagCAtR4SiKOh2u2N3tj0uxl3FkWUZT548QaPRwMWLF8dGWICzqbR0u108ePAADocDt27dOvSCcBxiRcGD7XYbqVSKqx005SJJEpLJJC5duoRcLgedTodUKoV2u41QKMRTPtQWoUBC0mTIsoxsNgubzcbTOCQ0pdFiMvkjR9tmswmPx8OGbkajEaqqwuv1smi20WgwKbp58yanOEejURbXWiwWlMtldLtdtFotbm9ZLBZsbm7C5/Oxnf+wK2+32+VKSz6f58gBmkiqVCqIRCLsLxMMBuFyubiaZzAYWGBcKpXw8ccfc7VGlmUmXsVikce6KeiRTLxoqqdcLqNSqaBSqfD/nQWOQhiOOpk0aqVAkJYXobVKy2FroSrnURGLxfDtb38bX/jCF/DNb34Tly5dAgD86I/+KP7xP/7H+Imf+Am89957cLvdmm0NAYK0jIzDxLZnhXESAUpmnpqa4k10nDhtTQt5yVy6dIkNnUY53qhYXl7G9vY2Hj9+DK/Xi3K5DI/Hwy60vV6PR5AXFhbQ7XaRzWa5pbixscHVFa/Xi5WVFQ5NBAZ3VFtbW9yqISEuXdgUReHQRL1ej0ajgenpadTrdQCD17PdbsNisfBGTu0im80Gh8OBdruNTqeDarXK48vNZhMA2DeF3HuJfOl0Ojx+/BgmkwmxWIzTbXU6HarVKgsFdTodvv3tb7Pt/9raGmq1GucqAYPNmZyCO50OxxbQ5EQ+n+fx5lAoBKfTiUajAVmW2b/C6/WyP4zP54OiKKhUKtjY2MDm5iZCoRC3mIjwnQVOQhh2TyZ1Oh2USiWeTLJYLExiDppM0lJIoVagKMqJwg3HiVE1LYe9h3/yJ38S7777LvL5PKanp/FLv/RL+Kf/9J/iZ3/2Z/ma9Gu/9msAgD/5J/8kvv71r+PixYuw2Wz49V//9bE9n0lAG6+UxjGK2PasoNfr0el0TnQMVVWRSCSwtbWF1157DU6nExsbG5qY9BnlmLsvgKqqYmNjA9ls9sheMqOCQtE++ugjVKtVNJtNFoHS9IskSTAYDCiXy/jggw/gdDrR6/WQTqfRarUwNzfHrrCZTAY+nw+BQABms5lHe/v9PorFIh+Tnm8kEsG9e/c4dVlRFCwsLKBSqcBms7GQ2mQysfmc1+uF3+9Hq9XiSRwSrzocDlgsFiiKAofDgUajgWazyUJWcugtlUrcBrt48SIURYHRaGSCFggEkEwmkU6nsbq6yiJZqvbU63XEYjH0+33WvwzrW5LJJE8XDRMY+txls1lcunSJN2pVVbntRGRla2uLR6/tdjvy+Ty3APL5PGZnZ8f+fhgF46xymM3mFzKTisXijskkCn4cfv/TNeysoaXqhpbWMkqrahRzud/8zd/c8/8//PDDF/5PkiT8yq/8yuiLPGMI0nIAdjvbao2wACcnAv1+Hw8fPoRer9+RzHzWotlRsbvSQu0gu91+LC+ZUdBsNvH1r38djx494nA/i8UCp9MJk8nEk0HU/nC5XADA5GZYfOpwONixtlgsolAocLWCRp4zmQxu374Nm82GQqGAXq+Hr33tazAYDIhGo2g0GpzuTGPCdOFTFAWtVgtGo5F/1m63w2w2w+Fw8LlrNBqoVqsIBAIcEEltLApUnJ+fx/b2Nlc2Go0GvF4vf0aowmSz2ZBKpdimPBaLMbGmkWaLxQK32w1ZlrlFRo/Z2trC7OwsPB4P31V2u110Oh3WkjkcDlSrVfj9fn6N6bxNT08jlUrxVJPBYGBPl2AwiPfffx9TU1Po9XoIBAJHctY9KSZ1/bBarZiamsLU1NSOyaTl5WVu+xGB0cI1TCvkCdAWaZmkpuVlgSAt+0BVVfR6PciyPDayMol+8knIRaVSwcOHDzE/P8/l+uHjTiKReZJEqFwu4+HDh0eKFjgOPvjgAzx8+JCzhGZmZnD16lUmJDQxpKoqt18URUGhUIDBYMDc3By2t7eh1+tx6dIl1Ot1mM1mnpjp9XrcdpFlGXNzc3j69CneeOMNNisbDhWk0fRcLoeZmRkmArTRU9XEbDbD7XZze0WWZZjNZvZ5ofc7/WmxWOD3+1EoFFCr1VCr1dBoNFAul3HhwgVEo1EW0BqNRnbdpXYT3TVub2+j3+8jm81yIKLVakW5XIbb7UYmk4HZbEa73UY+n8fFixdZn2Kz2WA2m5HL5SDLMmZmZtDv9yHLMmc1EbGiEWj6nNH4dDAYxNbWFo9BS5KEBw8eMAmjVhRVsCaF02qJHJSZFI/H0Ww2sby8PHJm0iSglTYVoC3SQpXTgyACEwVeAJWcxym2JcHsuC8QxxHiqqqKzc1NpNPpfZOZz0MiMx1TlmVsbGwgnU7jrbfemugH+nd+53fw+PFj3oDcbjcuXLjAG73ZbEaxWORqBW3o2WwWdrudqxuUnJxIJGAwGHgCiMyf+v0+MpkMXC4XG7V98sknnOFjMpmYDFGFp9froVwuQ6fTsZ5lbm4OS0tLnDFUr9dhtVpZ9+DxeFCpVJDP59Hv92Gz2ZDJZLiFs7Gxwf4wsiyzeJhs+qnS8uGHH0Kv1yMcDqNQKDAJo1FvEpbKsoxqtYpLly6xqZ0sy2g2m7BarVhcXOSWE1WoSqUSXC4XkskkhyuazWYUCgVEo1Ho9XrY7XYeH79+/TqePn3K55c+H1R56XQ6HJPg9XqZ8NlsNvh8Pn7txo2zEsEOTyYFg0Gsr6/z+Pk4J5OOAi0RBa2tZZT2kKi0COwAEZVxXmDOKthwN6h9YrPZcOfOnX0/rJMSzY4bVMGg9tYkLz6PHz/G48ePkU6n4XK54PF4WKdht9vhdDphsViwsbGBQCDArrKdTgd2ux3tdptN1KxWK+LxOObm5hAOh5HJZHhzKZVKePz4MfR6PVcnut0uJEliw7hAIMDjxHQB0+v1MJvNHFBoNpvx7NkzNo+z2+2sFwkEAmg2m2i32zxR5PF4mBCoqgqLxYJwOIy1tTWe+iG9zczMDI85/8Ef/AFqtRquXbuGUqkEt9uNdDqNer3OOhlFUWC1WtFut1lgS20Zg8EAvV6PUqnExmpbW1s8Nt5oNJDNZtHv93HhwgWepCJzvG63i0wmg0gkAovFgmfPniEWi3ECtaIorI2hFposy2g0GkzwyJ13dXUV1WoVwWAQ1WoVFy9eHFv7SAuTO1ThGJ5MIrJ70smko67jrM8FQUukZRRNS7fbnRixPg8QpGUfjNtT5DQzgvZDsVjE48ePR5qmmRTJGicqlQqWlpZgsVhw/fr1if6ujz/+GN/85jfRaDQQCoVw+fJllEolDgqk6lwikWBiQpvd5uYmKpUKvF4vZmZm0Gq10O12MTs7i7m5OTx58gThcBiSJHFLh1KYSThLZnFUubHb7ahWq/zvra0tbm00m03eEBwOB0KhEPuhFItFGAwGlEolAEAgEOCKR7lc5k3eaDSyxiQYDKJQKLCTbyQSQT6fh16vx+bmJvR6PSKRCMrlMlwuF54+fcpVRUqipuMZjUZuT5GOx2w2cyYSkTYywet0OuwRo9Pp0Gg02Hem3W4jFoshk8nA6/Xy+kKhELflotEojEYjqtUqer0ewuEwnj59isXFRbjdbthsNm4ddbtdnrZYWVlBIBDYMeGl0+mOHWEBaGOj3ktLYjQaxzKZdNR1aIUonLe1aGl69SwgSMs+OC+kZZTjUtZOsVg81FyNoGXSQp4kyWQS169f32GMNAn89m//Nnq9HicYK4qCTCYDt9sNs9nMG3Cv18PU1BRqtRo8Hg9qtRpkWeZKiMlkwtraGtrtNvr9PqamprC2tsaiUxoZphRW0miQbodej3a7zS61wWCQdTWlUgkLCwvY3t5mczkS5VarVbz22mvQ6XRsukbaBvJE8Xg8rFGp1WqoVCpIp9P8e202G/x+P08jra+v81QQxQ4sLy+j3W7D7/ej0Wig3++j1WqxULnVasHtdqNQKMDn8/GoNk240NoouqDf78PtdvMxTCYTty6tViscDgcKhQI8Hg88Hg86nQ7i8Tjb/hPZUVUVLpcL9Xods7OzSCQScLlcMJlMPLG1sbGB6elptFotXL58Ga1WC7Isc/Dh/Pw8+v2+ZsZjj4NRtCTHnUw6Cs4bUTgtHFZp0dKo+Fnh/H76zhnOqtJCycwej2ckczXCJKMHToJ+v88ajTt37vA0yaRAmhO3241sNotsNos333wT5XIZuVwOi4uLPI48rN0gQShNEpH5GlnUFwoFbvNQgjP5lFCFo9frscEcjbYbjUb2baFkaBq17vf73IJyu91c8aC2Ua1Wg6qqrEnR6XSwWq0wmUxQFAVbW1tMyq5evQpFUWC321EsFtFut+F2u7klBQx8YFKpFObn55k80YSSwWBAq9VCv9+H3W5nYzzyi7lw4QIAMKkzm81wOp1IJBL83EqlEvr9PodFAsD29jZu3LiB7e1tKIqCZDKJfD7PIY9EQIAByaJWHgnqZVnmCowkSSgUCgiFQrDZbAiFQiiXy3A4HEgkEuy9Qw7A1WoVOp3u2IaLWqi0HGcNo04mHUUPpIVzQdASaRllLVo6d2cBQVpOCZNMY96PXJwkmVmLlZZqtYqlpSUsLCywY+MkIxI6nQ77mSSTSW75rK+vw2q14s6dO9x28Hg8yOfz8Pv9rNsgM0K73c7TOL1eD/F4HBaLBRaLBcViEfV6nas29JzIFI4M0SgVudPp8LErlQrnF7ndbqysrDDJSafT3EaqVCp8h93tdlGpVHhCgdpLer0eDoeDK0bZbBZbW1tcBSEBLrWoKpUKr5F8I8h1ttPpoFAoQFEUmM1mJmM2m41Fx9lsFj6fD2azGVarFZVKhfU7i4uLyOVyyGQySCQSuHr1KodKer1erubQ+dHpdCiVSvz7e70eTw/RJmowGLiK5Ha70e12odPp4HA42JfI6/Wyyd38/Dzy+TwsFgu355LJJOr1OvR6/Y4E6VGhhc3mpGs4aDLp4cOHXBk7bDLpvBGF04KWIgW0CkFa9sG4Ly6nWWlRFAXLy8toNBq4ffv2sURbWiItqqpie3sbiUQCr7/++g5h5CQmkgBwlMHKygrW19cRi8XgcDj4zp20EHq9nqsACwsLPCpPm7MkSaw/abVa7FtCF8rFxUUOLdTr9ajX67h06RKePXvG1Re9Xs+kSJZlFItFAOCMotnZWWxubmJhYYHFsp1Oh6sYJDwlt1y3241qtcqTCtTKqlQqTLoWFxcxNTWFra0tfOc734FOp2PhbafT4RYRGS+SAHlqagqPHz/maah6vY5wOMyhih6PB/F4HMDO3CZKizaZTHjw4AF7vAQCASQSCTgcDnQ6HRSLRTgcDh6Rdjgc3MYhl9xSqQSj0Qi3280kj0znZmZmkM1m4fF4kMlk8Nprr6HX6yEYDPJrViqVsLm5iampKR7BVhQF6+vr7EIcCoXQarXw2muvjfye0gJpGbc/ynEzk7REFM7TWvr9/itPagRpOSWclqal2Wzi/v37CIfDuHLlyrEvUFohLbvN73Z/YCexzkwmwxszbeo07ktaC4PBwJND+Xwe165dQyqVQjgcZq0FVVGoUlIoFOB0OtHv96GqKlqtFnK5HMxmM2/YiqJwO4nSkCnMUFGUHY62lE9EbrrxeJyt+WlCyWazsbCVNuFiscjPSVEUNsjz+XzodrswGAycFE0bPNnjU8hitVplfxTSwASDQWSzWU61JoFntVrF1NQUjxcrioJiscjVn1qthrW1NR5zprwimmqiSadOp8NTWZR+rSgKwuEwVFXFxYsXWYxLxCwUCrFmx+fzIZlMwuPxwO/3c6aTz+fjapTJZEIymcQ777wDSZIQDodhMBjQbrcxMzPDI9T379/H1NQUEomEpsPldmPS/ii7M5P2m0zSCkkAtEVaDqu0vOoeLYAgLaeGSZGAYcFwKpXC+vo6bty4AbfbfaLjTpK0jHrHWavV2ARst/kdYVLJ0dS6AcBW9kQ0qtUqfD4fXC4XixGNRiNqtRqnDrdaLb6rpSBEj8eDYrEIl8sFg8EAj8eDXC6HixcvIpvNsmg0HA5ja2sLqqpienoa+XyenyNt+OS1QtM32WwW09PTaDQabG63vr4OWZbhcrngdrvx7NkztvXv9XqskyHiQQnJ+XyeXXRJi0KOuKFQCKlUCsViEbFYjL1l6vU6P892uw2Xy4V8Ps8XWBprprYOVURoFJxEvsFgkEMh2+02fD4fJziHw2HIsoz5+XmeSFJVFfF4HJcuXUKz2UQsFkOlUkG1WoXL5eJKFY2NOxwO1Ot1bt3Nzc2h3W5zu4fM9/L5PEcLGAwG1Go1+Hw+1vRcunQJ6XQajx49wsrKyo4qm8PhQL/fx/T09J7vrbPEaVd79ptMSqVSbHo47smko0JLpOWwtZCf0asMbbxSrwAmVWmhTXtpaYnt3k9KWIDTIVkHIR6P48GDB3j99df3JSzAZDQtrVYLm5ub6PV6vFlZrVasrKzAbDZjfn4ewIAkkjGaTqeD0+lEOBxGv99HLpdDOp3G9vY2TCYThxSGw2F0Oh3O21FVFel0Gn6/H06nk3OgyL2WXgcSgHY6HczOzqLdbnOrhLQiuVwOBoMB8XgcnU4Hc3NzsNvt8Hg8vBnQz6mqyo6zzWYTsizzhh0KhXht8XgcoVCIKxtETGRZRqFQQCAQ4KoFVU18Ph9qtRq37shLp9/vs/Gc2+3mu/Ber8futoVCAdvb26jVauj3++h2u3C73ajX68hmszy6bTabYTKZYLPZsLi4yLlKAFhM22g0mNjQ548IyqNHj5h00Oh6Pp9HPp9n352NjQ3IsoxEIgFVVVEulyFJEm7cuAGz2Yy5uTl2PX7y5Ani8TgHYfZ6PWxsbIz1fTkOnHWLiiaTSNh76dIl6HQ6bGxs4P3338fS0hLrx04TZ00mCYdVwl51YzlAVFr2xXnRtJC1+uzsLKanp8e27kmb4e33wez3+3j06BEA7MhC2g+TqrSoqsoExWw247333oMkSTCZTNzu0ev1PPpMok/yLSE3Ya/Xyzb9RHCMRiN0Oh2bxcmyjFKpxBqTcrmMYrHI4tjhbCIal56fn8fjx4/RbDYRCoVQrVYxNzeHbrfLPjHJZJLjDDqdDprNJmZmZngcGhhcJG02G3q9Hqchd7tdBINB3Lt3Dy6Xi8etKYOIpqICgQA6nQ7MZjNcLhenx5pMJvh8Pq4WeTwedqMlYzmn08n6klarhWazydUV8kzR6XSYn59n75tKpYJutwuXy4XNzU34fD4mgKT1CYVCMJlM7KtCFa9+v88OuzRh1ev1UK1W4fV60Wq14PF4oNfrodfrodPpcPnyZa60UHXK5XJxMrXZbMbs7Czq9TpXWajaQ/4mdH60grMmLQR6r09iMuk847BrGbV9X2UI0nJKGLctPt0Fx+NxWK1WzMzMjO3YwNk4+Nbrddy/f58J2FlBkiTe9Gn8ttfroVgs4uLFi3znTwLURqPBXiIkcJVlGeFwmE3V6M6RBKOUOCxJEmfpUCAi/T8RiWQyyUJUn88Hp9OJRqOB6elprK2twel0IhKJoFgscpyATqdjDQkJc8lGP5fLIRQKsfCWDO1oeiebzXKwYjwex40bN7g1Q9lI1BYKhUKcMk2kPJ1O8/g3CXCpIpNIJNjnhlpsZNpGRIWEyVR5mpmZwfb2NsxmM6rVKnvc0Bg2kSiKFKAv0uOQWNdkMnFrjRK4acS81+thbW2NAy/pmMNkh7KgqtUqOp0OT0zNzc0hkUjwVJEkSfB6vewZQxonLUArQYV73bjsN5lULBaPNJn0MmOUhOeXHa/eq35GGGelpdfr4eHDhzAYDLhz5w7ee++9sRx3GJMkLXvdTSQSCWxubuK111471jjpuJDNZtFsNtkY7ubNm8jlcrBYLJibm0M8Hkc0GmU/kGEvFYvFwuPHJCqtVqvIZrNwuVysE2m1WlBVFf1+n23kqVoQDAahKApWV1fh9XqxurqKqakpJjeBQADVahVGoxGVSoX1MK1WCwsLC5yZpSgKGo0GLl68yL4vdJdGycihUAi1Wo1JDSU9UyUnlUphenoaLpcLjUaDJ4WockFiy2q1CpvNBpfLxeSu3+/DZDJBVVWeDCqXy1xpocoTnYPNzU1243W73Wz+Rq0bCli0Wq2IRqMwGAwIBALQ6XTcJqvX64jFYlwNikQiSCaTfO6oyqUoCoucKZOJBKLLy8t45513UK1WWXNkMpnQarWQTqfhcDig0+mYsITDYfa7oedOQm0S+Pb7fX4NzhpaCSocpeIzPJkEYOTJpPOMw86JIC2CtJwaxkVaKMmYUnYnhUndje0mQ7Is4/Hjx5BleaR20CTx+7//+8jlctjc3ES9Xsdbb72FYrGISqWCWCzGEy1PnjzBzMwM5ufnUS6XYTAY4HA4UK1WEY1GEY1GsbKywiVuar/4/X7WW+h0Om4R0fiwLMtQVRX1ep1TmtfX11EsFjEzM8Plc3of+f1+pFIpLCwscKXF6/WiVCpxhaharXJuEVWMKGgwmUzC7XazroSykqanp5FOp6HT6VAul2GxWNinxGg0wmg08gi23W5nR1z6O5myAWBSQJlIyWSSiavBYEAkEsHGxgaCwSCSySRUVeX2UL1eR71e5+BFl8uFaDSKRqOBa9euIZfLoVgsIhwOo1qt7qhaUSWLzrXBYGCyrNfrUSwW+b1IpnKRSASNRgObm5u4efMmp2W3Wi3OlaLWIYVU0rQViXSTySTS6TRmZmaQSqUQCoXYC2fcAaTHgZbaQ0f9rI86mTTJzKRJ47D2kCAtgrTsC61pWlRVxcbGBjKZzJ5Jxlq5GB2GYV+Ver2OBw8eYHp6eqx6nOPgt37rtzjdmPJrbDYbHA4H+44EAgGuppA402w2w2w2c+Wh0+kgmUyiWCyi2+1yGvHCwgJb5ZNRGvmH6HQ6DjSkROXNzU0eb6YAQUKj0cDU1BRyuRx7tJjNZtTrddaG0CapKArq9ToAMHkg/xKv14tqtQq73Y5kMgm73Y6FhQUoisItrTfffBOVSoXt8ynYkSZ6qFJEG3qpVOLKQ6fT4SmdVquFUqm0wymXzs+FCxfw5MkTTE9P4+nTp7Db7QgGg1BVFW63m9OonU4n62cSiQRrfWq1GgBwdhBpUAKBAKded7tdGI1GFu8SqCoVDAaxtrYGWZaxsLCAWq2GqakpZLNZWCwWbG5u8jh2r9fj10+n0yGdTvP50ev1eP3117mqtb29DVVVOUvprKGVSss42lTjyEzSki3+KOek1WoJIe5ZL+BVwUnaLZTMbLfb90wy1uv1I0WaawF0HpLJJDY2NnDz5k3WDJwV/tW/+lfIZDJYXFxkLxbKoPnd3/1ddDod/NAP/RDrF0g7QiJon8+HUCiEdDqNQCDAr5Xf70etVoPL5eIWBo1AezwevruXZZkDCAuFAtrtNnvEUGsim83CZDKhVqthfn6es36ILKXTabz22mvIZrNszEaVFRKlUmuEcpTIHp/aOc1mE8lkkvUG09PTnJBss9mwubmJcrkMn8/Hhn+km5FlGb1ej+MC6BgUkEgtIjKYoxHver3OVvkffvghwuEw34XTMcjXxmazIZfLceuNPFZIP5LL5WCz2bj1VigUWJQsSRJrbCwWCyqVCjsUk3Nwq9VCOBxGOp3GlStXkMlkYDabeSy7UqlwS4mOWavVeMqLxp3NZjNarRbq9ToCgQDS6TSq1SqazSYymQxsNtuZtUC1cnMzCfI0nJlE9gSlUokzkxwOB5MYErNq5XwAGOkaLnxaBGk5NRy30lIoFPDkyRNcvnyZ7yh2Q6fTnRv7Z0mSsLKyAkmSzrwdBAzCEKn9UyqVuA1TLpd5MzWZTNja2oLVaoXVauXsm2KxCLfbjXa7jVQqtSNg0O12sy3+9vY2pqamUCwWeQNUVZWrZ2azmdsMNpuNKxREKBwOBxu7UWWAUo49Hg/S6TS3Xqh1Q2Jhp9OJbDbLGhPylGk2mzCbzVhfX4fH4+F/WywW1qGUy2V4vV5IkoTNzU1kMhk2oqMxa7LHr1arXBWh1g+Jdkn7Q5tUMplEv99nwbPL5WLjPbPZDK/XyzEFZNIXiUS4bUZmdpQIDYC9XagtRXoIqoJRXhJ5rwQCAZ6ISqVSMBgMPLFFomB6DWu1Gk9nEYmzWq1caaJ4ByKYzWaTRcLkBUPhkkR2X3XSMmlvFEmSYLPZYLPZdkwmFYvFHZNJ47CHGBdGOSeiPSRIy6mBqiGjgsSY5XL50GRmrbjXHoZGo4FcLodYLHYit95x4b333oPRaOQNJBKJoNvtotFoYGNjA81mE2+//TY2NjYQCATQ7XaRyWR49JZC+mh02W63cxAfOdh2Oh2uMtCEEfmatFotdr4FwBlA1LqhsdputwsATJpI3Gk2m5nUdLtdHpteXFxEsVhEIBDAs2fPeKqFxqvp91C7itopNpsN3W6XJ2So8pPP57lC0263Ua/XuTpTrVaZVPV6PQ6wpGoJaVqAQfmeJoQ8Hg+LcQuFAo+BWywWJiAURUATWFRpCgaDMJlM6HQ6/FyJTJHOwel0sn5odxqxLMsol8s8Gv3666/jD/7gD+Dz+bCwsMB6o7W1NVy8eJHXS74vVqsVqVQKU1NTkGWZJ4PoOZtMJg7YpHWEQiHU63V0u104nU7k83k2LTxNaMVI7bTJ0/Bk0uzsLE8m5XI5NJtN3L17F263Gz6fjz8Tp41RbjzJIfpVhiAt+2DcHyiqhoyCdruN+/fvw+fz4datW4euRauJzMNIp9NYXV3lVspZE5a1tTUA4DYKjfouLCywtmFmZobzb8juvt/vo1gs4sKFC0gkEqzdoM2eLnayLCMajXKysdVqRalU2tEmMRgMCIVC6Pf7nCRM2hBZltHtdtnB1mAwYHZ2FsvLy5yx02g0uJJit9u5SkD6inq9jtdff53FuMM+MJ1OB36/H8VikW377XY7e80MTz6RaRxN3eTzeRYR03MhES5pCahSQ34oNEJMLS/KJQLAxw+FQizSJSM/o9HIlR1ZlhGJRHhaiqaV9Ho97HY7arUadDodAoEAf7/RaKDRaHCliSa4qAqi0+k4Bf3evXt8TlqtFtxuN5LJJE8pkRg5FAoxOaUpItIZ0PN/9OgRk8a5uTkWUKuqilqthkgkcibv+1el0nIYhitxzWYTN27c4MmkjY0N1lGd5mTSKOdE+LQI0nJqGJVYZLNZPHv2DNeuXWOV/GHQguX+flAUBU+ePEGn08GdO3ewtrY2kbUedZ3lchlra2u4cOECiyUB4Hd/93dZ10JVkU6nw3f7NEJLmoh+v88W9gDYNr/VaiGfzyOTySAajfL36/U6a1tI/0FmaXS86elpzMzMMDkgnQXdqZMHCulS5ufnUSgUONiPtCKLi4vsQQKAKzYGg4ErAC6XC8vLy3C73ZiamkKtVkMsFkM8HkehUIBer4ckSQiFQiw0Jgt2Gn2mzbtUKjHRoDaXzWZDo9HgiR0y3qMgRSJUALC5uQmr1cqbRbfbZfJQLBYxPT3NYYWBQAD1ep1FyaQJ8ng8nMpMxnEkbibdjaqqSCaTbBQHDFpWCwsLLLCt1WrIZDJwuVxIp9OYnZ1lkkpxCPTcYrEYEokEnwNqlZF+JZFIcCWJ1pTP5zE7OzueN/8RIEjL3uvQwmTSqJUWIcQVOBUcRloURcHTp0/RarWOnMw8aSO4495lUHhjJBLBtWvXWIQ67rWSjmLUi/Ha2hqP6FJ5WJIkLC0tQafTYWpqiqdNyHG1VCqhVqtx6dhqtWJ1dZUda6lyQknNtVqN2wTVahXXrl3juyS73Y58Po9er8d+L/Pz83yH1+l00Ol0+GLa6/UQi8WQy+VQKpW4pWSxWGCz2WA0GvH6669DlmXMzs4y0SH9RLPZRK/X40kearVYrVZurVBFw+Px4JNPPoEkSbh8+TKWlpbgcrk4L0lRFK4KUYuJHF+pFdNsNrnlYzabkclkOG6AXi+abqL2mdVqRTweh06nQ6VSgaIoXHWiyk08HudIApqCInJBCc2UMUTutSRcpOoUvfdoHPz73/8+4vE4Ll68yI69dP69Xi+i0Si3av1+P6fsdrtdHiWnqAZyAKaW2NzcHBNEvV7P57JWq50JYQG0Q1q0so79yNM4JpPGtZZhCCGuIC37YtwfqIOO12g08ODBA0QiEVy9evXIv3tS7aGTkJZMJoOVlRXcuHEDHo/nhWOOE0fNH6LpHFmW4fP5cO/ePeTzebjdbrZlNxqNmJmZYUOxqakpzkixWCxQFIW1JDMzM2i1WiiXy+j3+zxRQ2JZAFhaWmIvFxJrUquoUCjs8FIhK35VVVGtVpFOp7G4uMj298OmbbIsw2QyoVQqYW5ujv1MaLrF6XRygrGqqvw+IV1MpVJBo9HAzMwMut0uPvzwQ1SrVVy6dAkPHz6Eoijsk2K321EoFAAMLrCtVguxWIxToEkYTMQGAG/enU4HtVqNHXuJlFMAI1VCXC4Xi2fr9ToMBgMqlQpbubfbbUxPTyORSKDf78Pv93NWEFnuUzYStQBp2slkMvGxabKEwiQzmQwCgQAqlQpXenK5HBsBXr58mVtovV6PCWc2m0UgEMDGxganZNvtdly5coVbdPV6HS6Xi6ster2eqzGnDa2TBa2u4ziTSUfFKJUWQVoEaTlz0OjvSZKZz8Jyfz8cVjGaRMAheb+MSq4kSWJtwne/+11uLUQiEXi9XtaLPHv2DFarlfNwKCAwk8lAkiS2xV9fX2cLedpkgUGJ2Wq1IpfLYX5+HrVaDTMzM2g2mzyuTHfhtJGazWZuCwUCAVy9ehXPnj3DBx98gG63C5/PxxMypHWRZRlWq5WfE4l1bTYbt+aATy/Q1WqVL5ClUonbJ9/97nd5nJj0NRaLBfl8nsXDHo8Hm5ubkGUZU1NTLPAl4Sy1c6j1Zbfb2byOBLv5fJ59WjqdDo8M03kjIS29/8hPxuFwIBwOY3t7m38ml8tBlmWYzWYmHPTc/H7/jrDEVqvFU1pra2tcnWk2m2wl4Pf7kc/nmXyk02mYzWa0220Okmw0GqwLojtxu90Op9OJTqfDpo/NZpNHxO12Ozv+UlTAWUDLNv7nZR2jTibROP6oVfNRp4dEe0hgX0wijI/Q7/fx+PFjKIpy4tFfrZCWVquF+/fvIxQK7VsxGjaXGxeOSoRMJhPrELLZLAAgFotxUjJNyNy8eRNmsxnZbJZHWOPxOGKxGBqNBux2O4/ckraj0Whwtk2n0+HAQfJkKRQKPMlgMpk4EVpRFL6LJ81Dv9/HRx99hFwuB6/Xy1obu90Oq9XKglYaHTYajVhfX0c6nYbX60U8HueKCwCutFAlhkzeVFVFsVjkdVGSci6XQyAQ4MpAIBDg5+1wOPickZDXYDCg2Wyi0WggHA6zZoVaMUQahqeXiDiRdobWazQaYTAYIEkSt2aIGHk8Hp6aIgGuoihc0aPsoOFWG00k9ft9fPDBB9z6I3+edDqNy5cvIxAI8OsFDIS1tCk9e/aM3Y9NJhPK5TKq1Sprhyg0k3RL9FqWSiXk83k0Gg0eAT/tFGOCVszlXqaKz36TScViEYlEghPUD5tMGrXSIkiLwKmjVqvhwYMHmJ2d5VyZk2DS7aFRQALi69evw+v1juWYo+KoRKhSqSAejwMAh+nNz8+z9bvBYGA3WtK0UAUkEAiwz0av1+MWDIlSyYWV7qZ7vR5MJhO3kugc9Pt9XL16FZ1Oh7UlT548gcPhQC6X4/NEYlaaXqKR6NnZWQ4ApBaUTqeDz+eDoih4+PAhj3KTvb0kSWyiRloUnU6HUqkEk8nEhnrkIEsVJ5fLBY/Hwzb7ZMIWDod5tJtCAWniiSojc3NzKBQK3KIhzxiy3aeAQRLd0iROr9dDMBjkqhTlzni9XmxubmJ6eppN3oxGI4teiRCQ1T61cmgMnYz/isUiV2IymQyLkAuFAnvW2O12HmMeFlTX63Xk83n2xEkkEvD5fDzWTs/VYrGgVqvx69vv95l4WiwWbj2eZpjiy0QWtLqO4cykhYWFHZlJB00mCZ+W0SBIyylCVVVsbW0hkUjg9ddfH9vF6iwrLYqi4NmzZ6jX6yMJiI8y+j0qjvr8PR4PAoEA3n33XdYbFItFVKtV+P1+ngoh7xOqGFy9ehUPHz6E1+tlgater4dOp2NnXBLgkiCTWhfkCdJsNhEOh5HNZmE0GuFwOGAwGPD+++9zJYHuhkmsS34mfr8fzWYTXq+XKw10Zx+LxdBsNne44BoMBh7HbjabCIVCXKVptVpYWVlBPB5HMBjE7Ows5/HQJl+tVuF0OmGz2ZBOp7k1YzabWbMRDofZfI2cXqvVKsLhMLfA9Ho94vE4V1CI5AxrdGq1Gmw2G5rNJlqtFk9CWa1Wfs7kQxONRtFsNmG1WjnxmsTJbrcbqVSKDeXcbjcKhQITQPJRiUQiaLfb6Ha7uHHjBprNJgAgHo/D6XQinU7DbrdzeCSZ5amqCpfLxZNUtVoN/X4fiUQCDocDm5ubMBqNsFgs2Nra4psSMsyjyhrdnafTaUSjUbRaLQQCgYkTGEFaTn8do04m0ef2IIj2kCAtp4Zer4dWq4VqtYo7d+6Mde7/rCot7XYbn3zyCQKBAN5+++2RLoa0KY4TR23j5fN5bG5uwmazcYum2+3C7/fz9Mj6+jrfBRWLRXg8HtY5rK2tIRaL8eZOhmfFYhGqqrLfCFVWKDeHpoAajQYikQgHEn7rW99i8zrST5RKJTYuo+kXMjmjDdtgMHDbidpLpMEhMazX62VvEHKlrdfryGQy2N7ehsPhQCgUAjAQxbbbbbhcLjx69Ih9TCwWCzweD2twKM2YNFidTgcWiwWNRoOnZYhI0Jg4VZzo8dQe6na7TGzofUEBhqTXoeoWmbpFo1H4/X60220UCgXWihSLRfaKCQaDXCmx2WzY2tpCKpXiyR0ike12G4lEguMDYrEYNjY22DuG9E+pVAqXLl3iFhaZRdJo/MWLFxEMBpHP51nASxNGCwsLXCGTZRmNRoMrRlevXsX6+jo7GpNOaFS7g6NCK5oWrZCns3AS328yKZfLIZvNcjDrXpNJ7Xb7QKPRVwFnT3U1jHF9qMrlMt9JX716dewfkrOotORyOXz44Ye4dOkSFhcXRz5XkxDiHuWYH330EVRVhcfjQaFQYHIADMiFw+HAxx9/jE6nA5/Px9UQEtd5PB74/X72KQGwoxpApmtGoxGLi4uIRqOwWCxwOp284ZNGQlEUfOc73wEAFnnSmDC1F/r9Pos3+/0+VxFIh0LVGQDc7uj3+1wl2Nra4nYQWdLXajUkEgn2MCHSazAYEA6H0Wg04PF4eJy6VqshnU4zCaE2B4lT6SJKPimSJMHv9yMYDKJer/P4Nol03W43VzwajQaTKnoc/bzJZOK2CznRkuB2WKtCDrzDSdWVSoVdfYvFIrLZLIrFIldVIpEIOp0O2u02v3/a7Tby+Tx8Ph8qlQoHThKZIeJERCoSicBut+OP/JE/gkAgAFmWYbPZsLi4iMuXL3OMw+rqKuui9Ho9h3FevnyZRc40+t1sNlknNQloRdPyKlVaDgNNJvn9fly+fJldmDc2NvD+++/j/v37+PKXv4ynT58CwKHr/dKXvoRQKISbN2/u+P8vf/nLuHr1Km7cuIGf//mf5///e3/v7+HixYu4cuUK/u2//bfjf4Jjxtm/a15iqKqKtbU1PH36FG+99RaPYo4bk6q07BU9oCgKlpeXsbGxgVu3bh35jvCsNS2U1TNMVObm5hCJRJDJZPDuu++i1+shEomg1WpxcKEsy2wER18WiwVWq5Wt2UmrAAzuptrtNhMGckOdmZlhId7a2hp6vR6SySRKpRKMRiOTFGrP+P1+Pm8OhwNXr16F0+mE3W5HOByG1WrlihH9vKqqnB4dDAZ5zJcEwtlsdgexkmWZNS+0edPFnDbt6elpfn7UTiOSRvECHo+Hp3VI41OtVrkNE41G0Wg0ePSYxMS9Xg8ej4fPabPZ5OoWTfS43W6oqopcLodGo8FrS6fTLLiltgwRCxL5Go1GVCoVuFwulEolRCIRbGxsQFVVBAIBniIiXQwFMVKLTZZlZLNZDlx0Op1IJpP8vXQ6zZU1agOVy2V4PB7Y7XbcvHkTPp+P19xut7kd6XK5UC6X4ff7mWiStmoS0EqFQyvr0AJpIdAEJE0l3bx5E3fu3EE0GkWlUsHf+Bt/A/F4HH/pL/0lfPWrX+Uhgt344he/iG984xs7/u9b3/oWvva1r+GTTz7Bw4cP8XM/93MAgEePHuGrX/0qHj58iG984xv4mZ/5Gc27q2vj1XoJ0el08OGHH6LX6+H27duw2WyaEMwe9bjD62232/jggw+g0+lw69YtNhU7Cs5yeqhYLOK73/0uC1VpomR6ehrNZhOrq6vsNEtVCJpgGd4QaWpGlmUeN6awQK/Xi1AoBJfLBb/fj+vXr/OdFAlLyVW2VqsBGEwutVotFtTSHbnP5+PWB+UakXCz2WwikUhwNhEFIfp8PphMJng8Hp6iSSaTLAYkTxhVVVmUS7oacpg1m80wGAyo1WosIKSKBG00oVAIW1tb2NjY4LZYv9/naSkiLvV6nVujVG0gnQ2ROSJoNEYKDKYkNjY20O12Ua/XYbFYEAgEdjjh9no9VCoVlMtlmM3mHYJeilxQFIU9aWiaq1QqIRaLQZZlrmKVSiWOXYjFYgDAXjs0sUGmd3q9HgsLC3C73bDb7Uzcqf1FqdGk0yGBLmmQ/H4/fD4fEokEnjx5glQqhZWVFWSzWdYvlUol9pkZJ7RCFoDxe2EdB1oiLXu1qiRJQjAYxN/+238b3/jGNzA9PY0vfelLePbsGX7iJ34Ct2/fxscff7zjZz73uc+9cDP5q7/6q/hbf+tv8TWbWsJf+9rX8BM/8RMwm81YWFjAxYsX8f7770/uSY4B2ni1XjLk83l88MEHmJ+fZ8EioI0pn+Met1Ao4MMPP8Ti4iIuXrx47AvOWVVams0mfu/3fg/VapXvZqnyUK/Xsb29zYJVMoFzuVzsF+LxeNDr9XgqJhgMotfrcYYOhQxSG+fq1avw+Xyw2WxsEudyueBwONj2PxQKIRwOIx6Pw2QyIRAIcCtkZmYGbrebN+tgMAiLxYJIJMKkgtoKJE4dDlckcpTJZNhYzmKxYHt7m8eGa7Ua5ubmeGqn0WigXq+j2WzydEwwGISqqqjX60ymKPjSaDQiEomw7T1VeZxOJ7rdLr773e/yiLTZbEYgENihx6E4AgA8Nk3VFoPBgEgkwrlB5XIZzWaTW1/UHqKKk81m40qP3W6H3+/nc0nHDAQCaLfbTCioPUW/I5FIoNPp8GTT8Ng1nQ/6M5fLsWiaAjTj8TjrWIi40TkjApjJZLC1tYVyuQxFUfDGG2/g8uXLWFxc5MmxlZUVbGxs8JrGCS2RFi1AS6Rl1LV85jOfwS/+4i/im9/8Jr797W/j6tWrh/7M8vIy/uAP/gA/8AM/gM9//vO4e/cuACCRSGBmZoYfR8aNWoYQ4h6Ao364FUXBysoKKpXKnpWISZGLSZIhWZbx7NkzlMvlY1dXdh9zEpqWg85rMplka/pQKMTuphsbG/D7/Zw9RBseGbQZjUZMT0/z2PNwZeDy5cuoVCpYXV3lzJloNMoVGBqdptFgMhz7+OOPeTS33W6zwy61ouiiVS6X8fnPfx6rq6sIhUK8CZIvCxneBQIB3nxJIEousdTKoOmZZrPJ3yPR7/b2Nk8TqaqKYDCIVquFWq2GVCrFOhmqAOj1eiZXdAwaCS8Wi+xrQinOdF57vR7y+Ty7hcqyzK0UahcZjUbU63XMzs6yG284HIaqqohEIkin03A6nSgWizwJRKGNZCpHxyGNCFWA5ubmkMlkcOHCBWxubnJeE8UOUPtoeXkZU1NTyGazO3QsRO68Xi+2trbgcDiwvLwMh8OBZDLJ2U+lUonbfxRFUCwWmVC63W4WVb/11lvctqMWI2mjqPVlNBqRTCbHlkCsFSGuVqAl0nKYKHiv127U8WcKev3DP/xD3L17Fz/+4z8+kUreaUCQljGBjNUCgcC+ycznrdKiKArW1tYQiURGSpseBZPMHtoL7733HvufNJtNxGIxbG5uIpfLccmffEd0Oh2KxSJcLhf7hZDoMxQK8WtH1vif+cxnuP1BY70//MM/jFqtBq/Xi0KhwM83kUhAURQEAgE2k6OMmm63y6ZmRA6CwSC2trZYw2G1WhGNRlmHQQZrpEWhGABKI6aJnkKhwOJfqgzR76bJGtowu90u0uk0ut0u+7OQIR09R/I9IR3Io0ePOASQNDiKorDAmQTA1HZrt9sol8ucG+RwOJi4ECkjckVtJCJ4DoeDAwrp+E6nc0dC93A2EPmkUOVjbm4Oq6urmJqaQq/Xg8ViYR0JTSzRaLXb7YaiKFxJooTpcrnM1RWHw4GNjQ04nU643W6Uy2VutdHvbLfb8Pl8yGQy8Pl8mJmZ4WpHrVZDOBxmAe/Dhw9hNBp5VNtoNMJoNPL497DPB8UauFyuI226WhHiagVaIi2HreUkFv7T09P403/6T0OSJHZ/zufzmJqawvb2Nj8uHo9jamrqWL/jtKCNV+ucI5PJ4KOPPuIy736b+3kiLcViEVtbW/D7/TzqOQ5MStOy1zG/+93vYm1tDbVaDbIsY3p6mjUflDdDd8PNZhM6nQ42mw2ZTIbFoLVajasYU1NTuHLlCif8plIpSJLEUy4Oh4M3Lmp10FgytZZ8Ph+cTieCwSA2NjZgNBrZ2M5kMiGbzWJubo7vyul81et1zv3p9XrcdpidnUU4HOa77263C0VReCMvFoss/iSNRbVa5eBGvV7PhIZ+NpfL8e+g1tdwcKFOp2P322azyZUNatvQ+5we3+v10Gg0OBeJogRIPExiXpPJxIGCjUZjx7FIW0ObNwAeB6dprLW1NRSLRXbgpcTm4bF2SnL2+/0oFAqoVqusiZmengYAbusME0Kz2YxqtYorV67A6/Xi4sWLLBD2+/2o1WoIhUJIp9PY3t5mfY7f74fD4eApMqoOKYrCuoNcLod79+5BlmWEw2H4fD5YLBbodDpOmTabzVhcXMStW7fY4ymdTuODDz7AJ598gu3tbZ7EOgiiPbQTWiIth1VaqLV6HPzYj/0YvvWtbwEYtIroRulHf/RH8dWvfpVtHp49e4Y7d+4c63ecFkSl5QAc9uGWZRlPnz5Fp9MZyVhtr2mccWCcZIgmngqFAhYWFsZyzGGcVqWFyusU/kebV7VaxfXr1/Hd736Xlfr0/yRcdblcLNok8W2j0eA7e71ezxu00+nkSoLBYGBTOfIR+eY3v8ltGgpQJH1Ds9nE7Ows4vE4m5fRZprNZtmsrd/v8+hvp9PhYEYAvC7KC1IUBdVqlSsv1HqilgQZWFG+D41N1+t1ANgxekv6lGFiQ+JWuoBS1Uav17OLLE3idLtd2Gw2Hnd2uVxQFIVbOJVKhYkNGa/1+33Ws5RKJa4C0c+TI2+r1dphUqcoCpu+GQwGTE1NoVKpcLWHcpOy2SwcDgfW19cxNTXFJnHkeEzOvw6Hg18PVVVZmN3tdrniY7PZOEuKWko+n49HwqmKQhEGVHmhEfharYbt7W1ks1m89dZbTPyo3UatQCLVZCpmNBoRCoVYTNlqtVAsFrG+vs7vNarE7G7nCtKyE1oiLYetZVQ33J/8yZ/Eu+++i3w+j+npafzSL/0SvvSlL+FLX/oSbt68CZPJhN/4jd+AJEm4ceMGfvzHfxzXr1+HwWDAr/zKr5y6b81RIUjLMUGW4LFYDNeuXRvZWE3LlZZut4v79+/D6XTi1q1byGQyY89IOY2U506ng/v376NcLqPdbmN2dhbb29tot9toNBr42te+xkGANNkCgDc2Ii4GgwF6vR6VSgVut5uDAWmiBQCX/7vdLubm5qCqKo+DP336FBaLBaqqolQqoVKpQK/XI51Oo9PpsMNtJBLB5uYmotEoZ9TY7XbeZM1mMywWC/R6PYt5FUXB0tISkxAyZqMJJCIWRKJIYDs9Pc1TU+RAazabUSgU2Oxqe3sbXq+XqwLkqeJwODgwkCo95ChM7ZRcLsctNUrErdfrLLolPxhyFCaxLFmfU1hho9HYEUZHrytVYvx+P08g2e12dLtdyLKMzc1NHgnX6XRIJpMwmUywWCyoVCqIRqOcqfTkyRMsLi6yToTGj4PBINLpNBvUkVsu/a5KpcITT2TeZ7VaEYlEUK1W0ev1sLm5ydWzTCaDSCTCSdm01larhUKhgOnpaW43UWxDsViE1WplLcJwUvpuWK1WTE1N8fmq1WoolUpsEDishxGkZSfOE2kZNXfoN3/zN/f8/3/2z/7Znv//C7/wC/iFX/iF0RapAQjScgwkEglsbm7i5s2bcLlcI//cJP1UTnpcushdvnyZN6/TIBjjwHDLiZ7HlStX0G63OWKA9BQbGxs8uUJW7qQDAcBJy7RZUwI0VWGKxSKbrjUaDUxPT6NYLCIWi6Hb7aJQKODChQtYX1/nceiVlRX4/X74/X48e/aMx2ZJX9JutznDhtKO2+02VlZWOCNoaWkJCwsL2NraYvGpzWbjAEXyRaHKCnmt0MZZqVS4xUHOv/1+n6eMSEehKApXEqampjjgkKoM/X4fwWAQ/X6fyYZer4der+c7flVVYbPZUKlUYLVauXpEZIts+9vtNrxeL09DGQwGhEIhNoUbrg5RVYdGtqnVVS6X+fX1er1M0ILBIIxGI2uIqBVFk1uKomBubg7VahXBYBCZTAayLCMUCiGZTCIYDHKwJDBol5I/i8vlQr1e52pbtVrl149yt+hc2mw2RCIRAODn7Xa7OVhy2GgvmUxyq4nM8sj/Z9TPtyRJ7CM0NzfHrbVisYiNjQ00m01sbGxwm/IsNuxJhdAeB1oiLYcRylardez20MsEQVqOgH6/j0ePHgHAsZKZKShv3DgJuVBVFevr68jlcnj77bd3fCgmRVomcUxZlrGxsYFMJsPPIxaL4ZNPPoHJZMLa2hri8Thee+019Ho9lEolVKtVnnDp9/ts1d/tdnniw+l0IpVKwe1282ag0+mQSqUAAMFgEA6HA/F4nP1ZEokEZmdnuXVD1ZTt7e0dI75kSEaiTKPRCAA8zktVICJljx8/5jZTNBqF0WhEqVRikkWma1QZILdc+h31eh2hUAjNZpPXRaZ11WoV2WwWU1NTKJVK7GdCLSoSrXa7Xeh0Om6dkBaG2lZk+093+FTtMZlMkCSJyYfFYuG2kiRJ3AohXxWXy8XCXzL2oxFyGleuVquw2+24ePEiyuUyC1upUiHLMhKJBBvT0Xqq1SoymQyKxSIuXLiwQ2tCYm3ydiFdDI1pWywW1ruQP47NZkO9XofNZuNxUZ1OB7vdzgGRgUBgR7uuVCohmUxCURQsLCyg2WziwoULrNehUEcSFR9XgLk79+a9995jPRZVAqmVZLPZTqUKo6Vqj5ZIy2HnhN5jrzoEaTkAw2+iarWKpaUlzM3NHVtdTRegceO4RKDb7XLq7e3bt1/48J61e+2ooOkcj8ez43ksLi7C5/PhG9/4BhRF4TvlUCjElRRVVZFOp3HhwgXO/2m32zxxo9Pp8Oabb/J7YdjplO7M4/E4wuEwk4O1tTUsLy/zpi5JEra3t5kwEGGhDb5QKMBqtbIVPG3SiUQCkUiEp1GoNEzOysOZQMOZTsMXNqvVikQigW63y6nMgUCARa7UriJnWtL+UJWERpappdHpdFCv11GtVlEqlXhUm4hOr9dDvV6Hx+PhVGaqEhBJoo3bbDazXw61hKgVlMvl+Dx5vV7U63Ukk0lOvCb9BwluKSbBZDJBURTIsoxMJsNBdBR1QO+XbreL2dlZGAwGJn5UfUokEpienmYSSBNTNOHl9XpRLpfZBM5kMsFqtaLX6+HSpUtIpVKoVqtIJBJYXFxkoTIJpPV6PT744ANYrVZ8/vOfZ20UaVVoIo3G0y0Wy9g+MxRySaPkRKDW1tbYaNDn83EFbBLQElHQ0loOw0mmh14mCNJyCCiZOZlM4o033jhRwuak2kPHuWspl8t4+PAhLl26xIK+3TgPlZZarYbNzU34fD5cv379he9fvHgRxWIRiUQCPp8Pfr+fLeir1SpSqRR8Ph/q9Tqy2SzfEVP1gfQf1B6iu+pOp4NYLAabzYa5uTl8+OGHfPdM1QPagEnP0Wg0EA6HUSgUOFiQghlnZmbQ6XSQzWZ5g7Xb7bDb7TCZTJienmZjvGKxiGazyRNGJGCdm5uDoiio1Wos/KTRZKoOUGuD2iUk6qVWT6FQ4OwhAFxRIDfcVqvFlZp+v8/jz0RWaLMlIkExAHROyZmWBMakPUmn06yrGU7PJvG6y+VCv9/n9o7dbudIgFwuxzlRJpOJIxNo06ULPZ0Lek7Ly8t4++23kUqlMDMzA7PZjHA4jOnpadbqdLtdzlSidl+pVGIiNFx5cjqd2NzchNfr5coSte3o+TgcDty9exd2ux2XL19mEzuqJNXrda7G9ft9hMNhJJPJiYTkSZLEU07Dephisch6GI/HA6/Xe2J/mGGISsveOKxtJkjLAIK0HIBut4t79+7BYrGMJZl5UqTlKFBVFZubm0in03jrrbcO/BBMYtppnKQlmUxiY2MDMzMze742iUQCBoMBGxsbqNfrbBRHScvkZyLLMt555x1Uq1V0Oh2eTKF2DU3YLC4uIplMsrMr6TxIe0G6CABsbEYtEJrEoe/3+30W3FJ1h+7EaXqEJmHIdIw2l1wux+PGNpttRyAhHYemUOr1Ootww+EwJEliManf72eRMVWWyKm1Wq1yejRN9FB7kwTKNC1HuheqVJBHislk4gsxnQObzcZW/mTDn0gkOPm63+/ze9JsNvPmT9UlOqeUgE0VD51OxySJqlelUgkLCws8hUQ/S7hw4QJ6vR58Pt+O0WYaLW82m3C5XEzwSBR8+fJlDmesVCoABpsfTRRtbGzA4XAAAPvLkA9NvV5nMTNVyKiKRq7FnU5nxzi4z+fj9t1+NxjjwLAeZn5+HrIso1wusz8MVb1OqofRElHQylpGIXKjTg+97BCk5QDIsoypqSmEw+GxHG9SJnCjotfr4cGDB7BarWwwdBAmMe00jjssRVHw5MkTdLtd3LlzB7lcjqdmUqkUSqUS7t69C71ez9MYVAqn0D0ST7pcLtY5tFot+Hw+fizd6RMxSSaTrH+RJAkfffQRpqen8dFHH8HtdiMajWJlZQVmsxlms5mnQUj1Ty0lEtS53W4Wb1Jrh855JBJBKBTi6RO9Xs/TNZlMBqFQaEeOjyzLWFxc5E3PYrGg1+vhvffe49ZFtVrlNoTVakW5XOYKgKIoLPikyaBkMgmz2cwZO3Q+aJ3AgNB1u13WTLTbbdZG0DmkNhMANqujltP29jbS6TS78tJxXS4XRydEo1H2X6GLezQaxerqKocaAmBhK+X9AIPPMLW+TCYTTCYTp02nUil85jOf4eoZ6WBMJhOKxSJPhVGLjJx7E4kEXC4Xm87V63Woqspkb9hort/vc3YTVZhWV1e5ukYVnXq9DqfTyeev1Wqh2+3ymHgoFOKR6nFVPA4DuStTaGe32+VqYq1Wg8ViYb0MRWKMAq0QBYIWqj6jnBNBWgYQpOUA0HTGuHCWlZZKpYKlpSUsLi7yNMNhOGuStRfIeTgcDvOoOZXhM5kMOp0OvvWtb6FarWJxcRGZTIb9QNxuN1qtFk/DPH36FF6vl5OXSYQaDAaZPNA4scViYYJRLBZRqVQQiURw//59Jkc0PkxiWKPRuGMCZFizQZu63W5HqVTC7OwsizhDoRCTiWEhLY3l0jST3W5nu36dTsdOu3RnT+SIzMno7l+v1yObzcLtdnPZn0znyA+FNn2qqJDZHNnQk3hYVVX4/X52tSUnVwp61Ol03I6iaZter8cVnHK5jFarxa0bcsklQS3pihYWFpgAUrr09PQ0nj17xhWfaDSKTqfD6drk+ElCVtLRkI/NnTt3uJqRz+eh0w1SscvlMubm5vj1I28VAHwsen1pBJ7eW9RioWwn0su0220YjUY8fvyYXXOHzyu1sqhVZrVa4fV6ObeIpq82NjZw8eLFU/3MEUwm0wt6mGKxiNXVVbRarR3+MAd5VmmpPaQVjEJa6L3/qkM7dPcVwFmQFmoHPX78GG+99dbIhAXQHmnJ5/PsPDw/P88XPlrn8vIyvvKVr6Ber+Nzn/sch9q5XC4u75PfSqvV4ikXv98Pp9MJAOxFQoGGlHpcrVah0+nw+PFjLC0todVq4dGjRxzUZzAYOJyPxpABcCuAWiE0kUSbeq/Xg8vlQiqVYpF2v9/Ha6+9BkmSUC6XsbCwwCF9hUKBzdJo02g0Gvyz3W6XN0O6K6ZRYGq9kECW7tpIE0NjujRmbTKZYDAYWGMjSRKTmGQyuWNcPBgMciWkVqvxz1DoI4l4Se9DmhMa+ybCcuXKFVy5cgUej4e1QFNTU5xgTcZ1pJUJh8NoNBrQ6/XIZDI7tB/DOhSj0QiHwwG73Q6HwwGLxYJPPvkEXq8X29vbXC2gdhmti0gU+eSQDohM46iKRVNRw4LdSCSCaDQKu93O7sKkGaFpNzLpa7VayGQyaDQaHB4JgKtP5BdjMpmwubk56Y/aoSA9zPT0NF577TXcunULsVgM7XYbS0tLuHv3Lp49e4ZCofDCNU9rlRYt4DA3XEBUWgii0nKKmDQJ2H0H0+v1sLS0BLPZjNu3bx9Zk6MV0kIuvcVicc/QRkmS8O677+Lhw4fweDz4zGc+g0KhwDkx3W4XN27c4Dt6st8HwBqGcDgMq9XKYkkiOR6Phyd+NjY2OIOnXq/D4XCgVCrxGCyJNq1WK2sXwuEw6zxkWWbvFGq3OBwO5PN5zM3N8UZJU0x6vR7BYJDdZimlmCz0dTodT72QbwwRAQB49OgRP1ZRFHg8HrRaLX4OBoOBKySkN6FzQoZptFlub29z6jH5oJAIV6/Xsy0/jSFThhK1OSjgkHxNADBZabfbHAC5tbUFr9eLGzdu8PHJS2ZmZgaVSgVGoxHZbBaRSIRbLfQ+qNVqXCVSVRXhcBjZbBbAYGNIp9McGPn5z38e8XgcDoeDjQPJ9I5IkM/nQ7lc5pBKGk1fXV2F0WjE2toaPB4Pt39ovJpMBkk3Q629zc1NXL9+HX6/HyaTCd1uF+vr69yCodBLo9GIRCKBubk5bm1R5ZcmuKhypgWQOaDb7d6hhykWi1hbW3th9FpUWnaCdFkHQQhxBxB09wCM+4M1yUrLboJRrVZx9+5dRCIRXL9+/VgiYi2Qlm63i48++gj9fh/vvPPOnmOY3//+97GysgKXy4VwOIxer4d4PI7p6WnYbDa88847iEajeOedd3jaAxhUAQKBAIBPS68ejwcej4eFo3a7HV6vd0cLIxKJMLHxeDysqaEKhcFgwPz8PGsaqCIBgH1eaAoGGNiyUwuHpo4o/4dEtOQsSyPR9LtJvEmma9RCWVtbYxJGFvRkPkeTO9QaoXU1m034fD4Ws1L1hZ4bERbyNaEKg16vh9PpRCAQYA0GfdHIN91d0x06EezhySTKJKKWC5n7EUFrtVpshEctt5mZGfayoWMQaSHBMWU42e12NoujhGuaEKKKjNlsxszMDCRJ4gkqi8WC9fV11Go1AOAEb2ozUSgjMND4UGsKGOS8kLkbiZ/JFZiyhqLRKBOlYXGuTqfDxsbGjooWPaZYLI79szZOkB7m0qVLuH37Nm7evMkt1ocPH6JUKiEej/N7+1UH3cwcBEFaBhCk5RQxSdJCkz40ov3w4UO88cYbiEajxz7mWZOWSqWCu3fvYnp6GleuXNn3TqRSqXDVgEZyLRYLLBYLfvAHf3CH30csFuN+fKPRgMVigcvl4hYQeXxUq1XYbDYEAgEOS6SAPovFwpWPXC7H+UNEOiqVyo7QP6rWtFotdrsFwG0UIgQkgiWNBekEnE7njvwjEu7WajVutwz7lFCSMk09UWaS1WpFoVDgQMBOp8POtPl8nqstVHmgUL7hlGj6olFd+qLfQyJZmppqt9tcYaJqC03xkCOuwWBgrRGNhtNEFXnKkPCTjN4o4bpYLPKEEXnW0PqGJ3VUVUUmk0GhUGBdDVW0SPQMfEoqqV3ldDpZN0NZR263G5VKhdO26bFkHEmvC7V6iESRqd1wXEOhUICqqohGo9Dr9TxGPzs7C1mWee21Wo3bTPR6HxVnSQ5MJhMikQiuXbvG7T8AWFlZwd27d/H48WPOqzotaIksCSHu6BDtoUOwVxjfcTFJEkCizUePHkGv149lRHucz/0oUFUV8Xgc8Xgcb7755qHeONlslidjPvvZz+IP//AP4XA48M477+D+/fuYmZnB+vo6XC4XkskkTzpQa4McaEOhEE/42Gw26PV6OBwOzM7O4pNPPkGj0cDc3By3h0qlErd/yL2WjMbIqIvaMKRhaTQanFRMtvY0JUObutlsZt+YTCaDmZkZrlzodDqUy2V2aKXUZRLgUlaSoigIBoNoNBrw+XzcxpqZmUE+n4fFYkGpVILBYOC2EznW0kg35SVRpYm8WQBwkCERQmqJ6XQ61Go1Pr9UGfF4PBxRQO0ycpClVhRVUwBwxIDVakU4HOYJL5vNxmGSnU4HwWAQ6+vrvAkOb+jDOqUHDx5wCCLlUW1tbbG3DU35hEIhDoVstVr48MMP2SDPZDKxr82NGzcQj8e5AkITYzQyLkkSIpEI619yuRyMRiMikQiWlpYQi8XY1p+m0QAwyaGx8eFptWG9DVV0KItq1M+VVtoy5D00PT3N2iHyU6LPBFU+JxXgp6XzMYqmRVRaBhCk5RQxyQ+ILMv4+OOPceHCBcRisbEcc5Lr3e+CIcvyjqiEUS5YZB9vs9mwubmJqakpFrLOzc2hVCohFovx6CkRC3KaNZvN8Pv9XK0hzwyz2YxcLod79+5BURR2QiW9RigUwvLyMme80FQJgY7VaDR4MyUvDxofpbt3qkD0+302qCPX22KxyO66ALi9RI6pfr9/Rxiex+PB1NQU1tbWuFpCpIJ0JrS+UCjEVRuv18sTUCRoJRIkyzI/b7K2p7FeqsSQsy7Z79PoMx2LqiIGgwGKovDINQmHqSIz/CdVLXw+H7dwcrkct4jq9Tq/3202G2sDaCOkCo/D4WABq9FoZPv8VCqFa9eu8WZAguV8Po9qtYq5uTl0Oh0W2gJgYmsymdBoNHjait7PRFjW1tZgNpv5PUZhigsLCyzOJnM3m83GZnnUgqPfSy1Bn8/H799CocAVuXw+D5/Pd2gOmlY26d1VhWE9zMLCAk+VkR7GYDDs8IcZ13PQkiB41OkhLemYzgqCtJxzqKqKRCKBWq2Gmzdvjs1TZpKgCs7ui0+j0cD9+/f5DmyUi1OxWGQRp8fjQaPRQL1ex7Vr17jdQ2OC+XwetVqN2zjRaBQzMzNsE08bAm3SpAOhzZzcdGkDr1arHAngcrmQTqf5wkLeHdSzpxBCl8vFlRC6uyJxbTgc5nA/mm4inxCPxwOn08nVGNKgkDiWWhG0Nqoo5fN51nQYDAauNNA0DJEHIlJUDSGyRKLcXq/HGheqlJDYNBwOY319nasnnU6Hf44M4IiskSmfxWJhTQtVbIiEVKtVyLLMolYacSYSQroOCn+Mx+OcujxclaNQykQige3tbbjdbsTjcRiNRty4cQOpVAoXLlxgh19gsDHcu3cPOp0OsViM12U0GlEoFJDL5SBJErxeLyqVCjweD0dEkC7F7XajVqshGo0ikUhwFcdmsyEUCrHI2mQyQafTIZFI8PcpXbpUKvH7j8zn6LxRNhO1CRVFYSO8g6AV0nLYOqj6R3qzTqfDGhgKyqSogZNUHrREWsT00OgQpOUcgwIcJUlCMBiciNX3JKDTvZj0nMlksLKygps3b/I0yCh4+PAhms0mnE4nFhcXkc/n8cYbb7C+I5/PY2trC0ajEZVKBXNzc4jH4wgEAuxGazKZ2NuEiEKpVILVakWz2UQul2M9BYk7SRw6fPevKAoikQi3S8i/o1QqoVwuAwBrN2i8ltogZBbndrvR6XS4GkDiS7rQk+utJEmcgVWpVPhiNny3Xy6XYTQaeROluzQyVyMHW2rxDGfjlMtluFwuFplSThFVYchMzW637/CXoYoNTfmQb4pOp9tRlaB22uLiIvx+P5aWlmAymdg1uFwusx6GJmWoQkOiWyJERHApA8nhcLCQl6afiHB6PB6USiWsrKxgamoKtVoNsVgM6XQabrcbm5ubMJlMCIVCTEjII6VQKMBsNvNzsNlsLPylKSyXywVJknijpQqX3W7n4EmqFtDnldpB5NdCAZ3lcpmJKFV6hj1gOp0OisUigsEgut0uMpnMgTctWiEtRyULJH6PRCJ8I1AsFrGysoJ2uw2Xy8UkZtjxeNzrmCRGmR5qNpsnipF5WSBIyyE4K13HYajVanjw4AFmZ2cxPT2NR48enfmkz6igDZLu9J89e4Z6vY7bt28faEq1G4lEAs+ePeMLOwDEYjGsr68jFoshlUrBZDLhwoULPF1EbZdischJzJVKhfUPmUyGTcKy2Szu37/P4X/k3kqCXCIXZCAWDoehKApXf8hPpVqtchIx6ScKhQKcTidPJRUKBVy5cgX9fp83um63u2NyhtDr9biNo9frMTs7i06ng1wuB7vdztoZ2typXUNkijZueg1IFEvtJrPZjFKpBKPRiHA4zGPK1Brq9XrweDycMUTjvMVikY37qN1BsQIkfM3n8/B6vUyi2u02G91R0rKqqpz/Y7PZ4HK5eGyZNl273c6ZPlQ96/f7bOVvMBh4YsfhcGB7exvz8/NIJBKsk6FoBlVVOfOIziW52/p8PkSjUWQyGSYS9XodRqORNQb0fiayRVUfmuqq1+s8hUWkmAhoNBrlVpDdbke5XEYkEsHW1hZmZ2exubnJxNrtdrN9PrXUfD4f62oOE+eeV9IyDJoCs9vtrPUiPUw8Hmc9jM/ng9vtPrB6oSXSMur0kNVqPaUVaReCtJwBTnrxSCQS2NzcxGuvvcYXKi3kGo0KGoHtdDq4f/8+fD4f3n777WOdk42NDVgsFiwsLLAl+uLiIrt3VqtVbG9vM0kg0kCbRywWY08XMk0jrQt53NDdHLm30p0uje5Sq4YmU3w+H/R6PXK5HLd5arUa3G435/cQYaO7a5/Px1lE1F7pdrtsbFav1yFJEprNJrxeL8cRBAIBNq0DwJobGi+9cuUKkskkC3gp14Ymp0hPQW0GyjGy2Wwwm81cBSAyRBsk+a8MZ+Z0u10WjVJ2Ez2OzOJisRgURUE+n0epVGIhJuk5aLIqk8mwVqVUKiESibAmh6oOVJ2ghG273Y6NjQ0Eg0GkUik20isUCohGozAYDIjFYlheXoYsy3jzzTe55QSA2y0+nw+5XI6rTul0mnUsNBK/ubkJj8fD7S2KhSANiqqqLHg2mUwIBoNot9tIJBL82vt8PmxtbXGli2Il4vE4VFXFJ598wpNpND1GJJOiGqhFRef/oPYBuQufNcZJnvbTw+TzeayursJgMLA/jMPh2PF7tUZaDnNfp/fjqw5BWk4Z1Bo5zoeWRKqKouDOnTs73uRnPZ58FOh0OpRKJayuruLKlSvcuz4q/v2///fodruIRqPodrs8mkxpwOvr6/B6vXj27Bnb2GezWTaLMxgMePbsGTweD4+T0oZM1ZNSqcRtBxqPHt5gacOgjYfElqlUii3u6UJDo76VSoVThbe2tph4UAWFJoVoFJjaMeSdQhtlKpWC2Wzmzd3lciGRSDDhsVgsyGQyAMAju2azGZVKBTqdDsVikUmc0WjkCZ1UKsUVFvI2GdaYkJ6EdCZkxEeEolAoMNkBwOeHNlwKjyRyY7Va4ff7OY6AJqFIyEw/R+fF4XBwYCSZ6mUyGRSLRbhcLs6lolRrEtzOz89jbW0NFouFM4soMHNubo5t/s1mM0KhEO7du8evR7Va5dYDVZrISLBSqTCpoHF6+l65XMb8/DzS6TT/DBEUsvKnc9RqtZj8pNNpAGBiVq/X4fV6eQqN2l7kOEzrPgjUWjtrTJIs7KWHKRaL2N7e5rFxEvWOUt04LYyiaREYQBs08xXCcUMI6/U63n//fXg8Hrz++usvsPJJkRbaWMYFuqivra3h7bffPjZhAYBgMAiv14urV6+y2Rr5bpCY9OHDh4hGo7hz5w78fj9PXczOzqLf77NnBN3FXrhwYQcRCQaDvHlS64KcUYkcVCoVnkwicSrlFtXr9R0mbS6XC06nEzabDYqiYHFxkYWlJBxNJpNs604EjITB4XCYR6TD4TC3I0qlEvu4UNuq0WhwVYJM4EgAS7+PRMpkzEaPJWEotXpos7RYLGypT7oO+hkSBZOhHglNKRaBjkctHQo4JA0IecRQKCFtspSITKjX69Dr9eyt4nA4EIvFMDc3x/oeqnyRdsZut2N1dRWRSAQej4crFZFIBAsLC2yVT6PnqVSK4x3q9TpXieg9Rrogm83GeUw2m431UdS2IB0GANaoOBwOVCqVHYaBuVwOpVKJNTF+v5/FzmQwmM1m8eTJE6ytrXGKdTab5ffiKJ+9l5207IbZbEY0GsX169dx584dzM/Pc+THw4cPUS6Xkc1meTLvrHCYpkWLEoWzgqi0HIJJueIeRTCWTCaxsbGBmzdv7jshMKn2EG1k47jI9Pt9LC0tQVEUvPHGGyfqzxaLRSwtLfEGazabce/ePfzIj/wIarUaHj58iGKxiPn5eda20POgisHc3ByPA9NmvL6+jnK5jHK5jJmZGU7apZHc4dFl8jkh8qTT6VAoFPg9Q74utIkHg0EkEgl0u10Eg0Gk02lEo1EWga6uriKXy3GriIiTqqo8+UMtl2GDuU8++QR+v59bEUajkX8HhT0OG55RRQMAV5JkWebWSLlc5nYDZRDJssz/pnFjGs+lgMhAIMBp0tS+IRt+Mn4DBiZrNG5NsQLUynG5XGi325ibm2NCQ6SA7kapWkltvmQyyW2p+fl55PN5zMzMAACvGQAikQiLcvP5PCqVCkcfkDme3W6H0WhELBbD06dPOdk5n8/DbrcjnU5Dr9czcRxOgabJLjLeo0mxhYUFbtuQmJmIFbXdSJtSLpdx4cIFLC0toVQq8e+g807nk6qI5G2ytLSEhYUFdLtdpFIpXLlyBZVKhUn39PS0ZkjLWa2DxNsOhwMzMzPI5XLIZrOo1+vY3t7mSTWv13uoHmbcGKXqQxq1Vx2CtJwyjkIuZFnG48eP0e/3X2gH7cakKi3jOm69Xsf9+/cxPz8/luTs999/n3v9c3NzuH//Pq5du4ZUKoVGo4Fms4np6Wk0m00Ocuv3+2xY5/V6sby8DIvFwi0dq9WKdrvNQXjxeBw+nw+VSoVHoWlDogsIiWHL5TKq1SqLS/v9Pubm5pgwkKury+VCoVDgjCGj0QibzYZHjx4hnU7j0qVLXP6fnp7m/B0yISNxKk005XI5OBwOTgSmSgf5s1DrDBhUJKilRNULi8XCxEaSJBSLRa7UUDIyVWFoYyetC1VKSDzcbDbRbrc5V8ntdqNQKLDuhaoYJpOJK2xEJJPJJAKBAAspC4UCBx6SyJb0GyTupVZXIBDgc1cqleB0OtFutzm9O5FIsFbI6/VifX0dvV4P7733Hq5evQq32826pHK5zKPnRNzonNdqNUxPT6NYLHJ+E5FMqsI1Gg04HA5uO8myjEQiweJe2gzpzplymFKpFCKRCGRZxt27dzkOgoTRNI5OZoiqqnIeFFV57t+/D5PJBL/fj08++YSFw1RJnJqa0sSmpyUtic1mw8LCAgDwaDrpYYxGI7eSduthxo3D2kOi0vIpBGk5ZYxKAsizZGpqirNQDgJNiIwb4yAtVCki4TBNrhwXS0tLTCCuXbuGRCLBYXgUkKjT6ZBOp7k6YbFYkEqlMDc3x6PA5MJKdzntdhvFYpGrGuSXQlNH1AqhDZw8W6hKYzKZkMvl+PvUDrLb7cjlcpibm0M+n2fbd7oQ3bt3D71eD++88w57UORyOd5syILfYDCgUqkAAN/p09g2EeHh3Bqj0YhkMsm6lF6vxxug0+nkCRwSsVKFZ9jhl8ZyjUYjb9Q6nY71IHQ8am0Ui0U+NrWnhttvJBqmDZg2Vhr5NhqNKBaLuHr1KiwWC2tYyCWYMn2G/V7Icffp06f4oR/6IcTjcSYHXq+XXXljsRiq1So7BZNo9smTJxxbQG28+fl5TinW6/Vc4SQ9C4mjSdxNGhOHw8HiXiIvfr+fs6Do3FIqODkkOxwOFvBSq4DSokmwTXogm83G7y1goOMgkXUkEmHCO+y30+l08PTpU5TLZV6rx+M5UczHcaEV0rJ7HVQ1DQaDAIB2u41SqYStrS0eW6fR6nFP8Rx2TmjyTECQllPHKJWWdDqN1dXVI3mWaLHSoigKiyKHK0UnXWs8HkcqlcIP//APo9vtYnFxkXUBnU6HPT7I0+DatWvIZDIIBoM7/C5sNhuP+1K7gczXSIsxLAKlO2+j0cjVhlqtxplCpMugygTl1JDO5Hvf+x77uBiNRjgcDrz33nvo9/uYn5/nPCDSm1gsFp42MhqNbJ42TKjIAZdSpqkSVK1W2bmW2jQ0Qh0Oh1EsFjmPCQBrLIgI0O8FBnej5ENCxCUej3O1hVpphUKBBckAWPdCcQi0gdK5oXYbBSbq9XoWUycSCU4+LhQKXNGhSoksy2g2m1xZIKO/tbU1dof1+XysQer1etja2sLMzAzq9Tqi0SharRYCgQCmp6eZrCWTSZ58ojFjGrfu9XpcwZqenmadDpn7kTib2lcmkwnRaJQzjIhwUoWOCCMwsDCg14iyhqiiRzqXYVM/uomhc0q6HiKVyWQSoVAI+Xye35OFQgGyLCMej/N7YFgbdFrQSpvqMKJgsVgQjUYRjUa5ilYsFrG8vMyJ3tROOkq7fy8cpmmhSAsBIcQ9FJPStOwFRVHw6NEjpFIp3Llz50gma5PWtBwVrVYLd+/ehc1mwxtvvDG2SaePPvoIqVQKn/vc5/D06VOuuMiyzHfHsixjYWEBFouFxaqU80LjxcFgEJIkodfrsfV8pVKB3W5HOBxmLYfJZNrhCEvtHmoBUYWLqjV08XG73fD7/ezZQRlANDIMAGtrayxiJWJDIM8Pai2RDoU8O6j14Ha7EQwGObiQxqJJJ0J38mazGW63m3UopNWgtgaJgcvlMmsthkdtqQpAF+/hjTcQCPD6qAJBIMInSRJnRFFLji7C1DahjXtjY4NzlChigUSz9Xqds5KoAkNalH6/j5mZGSSTSbjdbhSLRRa1Go1GhEIhNiKk87O6usotHQA81UM/QxWdarXKxCEWi7HOiV4rqi75/X44HA54PB4OZCRfkeGcKMpxCgaDuHDhAt566y0YjUbUajU0m02ullHbjdxQyfOGCJLL5WKRdb/f5+dCxoN+v59dmymU0Wq1cn5TqVTi9OrTglYrLQeB9DCzs7N44403cOvWLYRCIW57f/jhh1hdXT12FfkwTYtww/0UZ//OecVAHg270Ww28f7778Nms+HNN988MnPXUqUln8/jo48+wuXLlzE/P/8C8dvLEXdUUKpus9nEhQsXMDc3xyPG77//PrxeLwKBAFwuF2+y1WoVMzMznN0iyzKLFIfDDGmTIGdcqnqQdTu5n+r1eh6pNZlMLDxtt9ssUKW743g8ju3tbR7xdTqdTB6o9E8uuCTiJH+PQCAAp9PJRGU45ZnWSJs9kQrSS9TrdbbOJ3Hubh2LyWRiR1yqCPn9frhcLh4JJyMzAjn6UoXHZrPxWHK1WuVcJ5fLxVUE+l1UCZAkiSMGDAbDjhwjSZJw4cIFKMogVLLZbKJerzNxM5vNKBQKCAaDXA0jU78LFy7AZrNhcXGRySm1lRRFQSqVYiJ29f/P3pvG2Jnm1eHnLnWr7r7vtdrltdvuxe1mRmjIX0wmCx8GFLIMIgICIgn5gJKIKEQICSKxCJEPJAFFkUggUcQiJTCEwMBASMgwQ2/u9tK2y6797vu+1733/6F0Tr/V426X3VXt6pl6pNZMu1237vLe9/k9Z714Ee12WwjM+vo6Op0OstnsgSFlcXERXq9X2TuDwQDZbBa5XE4Ju7SsU0hLa7vf78fLL7+Mfr+PQqGATqeDaDQq/RG7knhPYI4PrzVg37LrdrsRCoWEghHl45DJa6vX6yGXyyGdTqumgQJyFoCaTCZpq4iufdxDy0nJi/kowxNRyjNnzuDatWu4evWqQhDffPNNvPPOO6KVDnOvexzSclqW+N46pYc+5vUoyzMj7J977jm11T7N4z7roWU6nWJzcxPVahWvvPLKB9owP8pzTafTqFarWF1dxcbGhk7P6XQaly5dQj6fl8A1FArB4XDIKbK3tydqhiLHyWSCdDoNn8+HZrOpyHjG+nOjNJvNSn8FoFI/oiscJngy57AzmUxkGU4mk/rd7BsiygK8V/g3MzMDt9stwafx8fn/K5WKBiuKiPk46+vrsoAbU3HZCMyhkf1Axl4binDNZrPsuOTzAajGwG63K7K/1WqhUCjInswEYYvFop9jFQDdSdS08DOhbTsajWJzcxNnzpyBzWZDIBDQ74pEImrz/spXvoIXXnhBG7PX69XvrtVq0vzQYs5E4M3NTbV0k+pxu90q1CTVxufO9OP19XUlBrvdbhQKBfT7fTx8+FAVAuPxWPoSi8WCbDYrLQ8fjxRQKBSSi8rtdiMcDmM6nSpUj6ggrc2xWEwDCz9n6rc4xFD3UqlUsLOzg8FggGQyifX1dSwtLeG1116TU6lSqSCZTKoHa29vD4uLi0/1nXzS9Y2YFzMzM/N1ephqtYqdnR1daxT1Pkqbcoq0HH6dDi2PWcdJD00mE6ytraHX6z1xhP2HPe5RrsMOGKPRCLdu3YLL5cK1a9c+9GbwUbJfptMpAoGA3EMPHz5EsVhEIBBQMFehUMDS0pISY5PJpGiP8XgsaDwYDKpIj9HsHo/nAPS+t7cnJwftp/yHpYk86bIXhbTJYDBAr9dDJBKR9oHi33K5DLvdrlMYe34cDgfm5+flmplMJqJ7jMJX2pfNZrPEvhaLBW+++abEn3Nzc0rQJZJBHQORgXg8DpPJhEAggO3tbczMzKhlmJoTak0o4AQgOzKwr4fxer3qG+LQw0GK9EWv10M0GpXNnC4vioSpW1lYWND7lE6nsbq6CovFgnK5rHqFlZUVFUcC+7qX1dVVJURzoOJnkMlkMDMzg2AwiJ2dHT13UkAsKmw2m3JgbW5u6npNJpNqqa7X63JoAZDWJJPJoFQqIRaLYTAYoFwuI5FIyJXFpuorV66gVqtJo0SLeTabPVAPwfeZdFooFJKOCYAKI/n7aTsPBAKygK+trWE4HOLWrVtyn3k8HkQiEaTTaX2HWCZ59erVY28S/iTSQ0+65ubmkEgkkEgkhHzWajVp/Ije+f1+xRp82F5zOrS8t06Hlo95cbjo9Xq4desWIpEILl68+JGHo+NEWh43DDUaDdy5cwerq6uHapl+2udarVZRr9eVa+Lz+RTYxayNvb09nD9/HsD+ZjMcDnHp0iWsr68DgDbP2dlZpNNpaTyq1ap+ntqBbrcrtwvdRqPRSFoYWn05sLBryGw2C9kBgFAohHq9jsXFRRSLRVFcFIKSJiH6QOqKAlqiPACkRyEt0O/3EYvFMJlMcOPGDdjtdsRiMWlu7HY7BoMBXC6XaBrmsfB0x2GKIl+jQPn9ThWKj4n4cOBoNptKZSXNRUTHSB9Rf8KsmWw2i0AgoPeaGSp04SwsLAjtYYGh1+vFn//5nyMajWI0GmmDp2C21+shEAgI0bh9+zaKxSLC4bCcRSxfLJfL+g42Gg0kEgkUCgX1UXU6HYRCIT12uVwWnTOdThXC53Q6kU6nEQwGFZKXzWaRSqUQjUbl5llZWcFkMkEkEoHH48Hm5iZqtZpanfn+UPvEagWPxyNtEnuieN2xgPLq1avY2dmRsJyaJbZZLywsYDAYqHeJ9CRRNWYdsarAZrMJbTrK9UkR4h7VIi3sdruxuLiIyWSCRqMhJIb3qVqtJorw/et0aHlvnQ4tH/NifHoqlcLly5fl3jiKxz2OocWYKfGoRc3Giy++eOgG0qfVtOTzeXS7XcTjcTx8+BDAPgzLIaTVaiGZTKrVmdqNe/fuodVqHahQYFEhT/qE7+nAYREercakk/gYTFBl3H6n0wEAaUu63a5QmmKxiGQyqWRVbvZ8TWazGS6XSxkjpDrsdrvQGL/fj0qlokGItAPRubt370pbwQRfik5plWUOBR+TrcrdbleCXw5T7FBitxI377m5Ofj9fmQyGYluq9UqYrEY9vb2hDIQ8WCLNS2+/PxDoRCq1aqqEihe3tvbw+rqqhCbbDaL8+fPY2ZmBvV6XRZpNjJfvnxZOppkMqmqBbpsaDEfDoeoVCp47rnnhKSxqNHhcCAej8Pr9UrTQhv5zMyMsnBIn7EioVwuSwzNTd/r9SIajcolxgFtbW1Nmhdee16vF8lkUu4mBsExu4V2atJuHJpZjkn7M51tW1tbQgTH4zFisRiq1SquXbumfqfpdKosIZ/Ph5mZGQ2rDLOjIJoll6xdOKr1zYC0fNiiHob3/tFohDfeeAPFYlGVI6SSSN2ealreW8/+yvkmWpPJBIVCAbVaDdevXz+ygQX4+Omh8XiM27dvo1qt4tVXX32iyvSnHbDm5ubw9ttv491330U4HEYoFILP50MikdAmUCgU0O125cThDZw3Z5vNJsqDVAcAldW53W60Wi39nMfjgcfj0ZDBEzCFtLQYk87g8ET7MuF/ttO63W6d8gEgmUxKp0ChJJudWXnAILFWqyWBJd1Gw+EQ29vbosfcbjf8fr+GKeN1wV4WDhd0QjHR1uFwoN1uw2q1qu2aeTJEepgO2+v1UK1W0Ww2D8TYF4tFvSd0wNBCzUI/UjJer1fCWD5fq9WKzc1NOZA8Ho+oOw5xFCID7yEf/N2DwQAmkwlWqxWvvfYaUqkUMpmMaDKz2YylpSVcuXLlgJsmk8mIUmEeh/Ga4XBCtxfdV0xDZsx/MBiE3+9HKpUSysUah0uXLiEcDksAvLW1pQBDInYbGxtCUKhHYkcR81aMDiKKg2nH5qAaDocxGAyUUpxKpZDL5dBqtbC5uYlisQi32614AGAfAfH5fBI208HFYMOjWt8IQtyjXNS5XbhwAa+++irOnz8vF92/+lf/Cn/n7/wd/N//+38fm8P1gz/4g4hEInj++ee/7r/9m3/zbyTyB/Y/gx/90R/F6uoqrl69ihs3bhzLazuO9ew/sRO+jgrG7Pf7eOONNzAzM4NoNPqR9CuPWh8nPUSnk8/nw5UrV5447vpJNS13795FJpPBb//2b8NqteL5559HNBpFMpk8YANmdggdQtyww+GwGo2JQlAAyRwMIgbsEKL7hloYnuBnZmakM6Dmpd/viw6xWq2iMdiRM5lMsLu7i3Q6jXa7rbRV6lJIUQ0GA+VsGOkl5r3w7zOKngMBXydFtgBEK7Edmh1J5XJZn2kgEEAmk5HriFZm0hBEZ6hnaTabyGazBygy/i/pHooR2RbN4Yrlhjzps6uIwnPmzBAlqVar+l+KnlklQPcR30cm1lIPUiqVVG1AquTcuXMA9oXE5XIZe3t7Qogo1M3n80LtPB6Pqg0onKQWh0nBHJYYVsgwPAbSkVaMRCIIBoMIBAJwu924dOkSzp49i0uXLiEej+vnWDfBUDyWNXKY4oBiNpvhdrsVVMd+q4cPH2I4HEqXQ42Uy+XC6uoq/H6/hMXxeBzNZlPfoX6/r7wRNqLzWjSZTKjX60/0Hf+w9Y0oxP0o6/2oMwfg559/Hj/zMz+Df/7P/znq9Tp+93d/F9euXcOP/uiP4vd+7/eEyHH9wA/8AL70pS993eOnUin88R//8QGh9R/+4R/i4cOHePjwIf7jf/yP+JEf+ZHjeXHHsJ79J/ZNsEqlEt566y2cO3cOiUTi2Gicj8M9VCwW8fbbb+Py5cuHSuo9zGN+2CqVSmg0GviDP/gDnWIpop2dncWlS5cwPz+PTCajGH5SPkRKiHwYbaKE1Y2Bas1mUxufcaMwm80olUrodDoYDofKZaHDgzQNqRiGnnEDZWDdZDLR8240GhpqhsOhQsBILTEhlS4jpu5SJMq/0+/3kclk0Ol0pHcpFouYTqcIh8M6OfN5u91u6UyoWWGNwblz54SqMIcFgCL+iXjwvxEFoEuJAmFmoPB5syRwOByi1WoJoaH9OhKJSNibz+elIxqNRgqtYxgfrc+0VZNS4zWVz+exvb0tRMjtdiMajcLlcuHChQvweDxCXOx2O/L5vHQ7LEHkEEDbPBEXBg22Wi0hPj6fT1QQHUpshCYVSASM9BgzeEgLms1mvPTSS6INe70e0um0kDQAutboPuKQx2vKbN5vjvZ6vRKCM4Bvd3dXYXWkATkgzs3NaZPk8MZSSGq8jlpPcVKGhZPyPD4MebJYLPj0pz+Nl19+GT/2Yz+Gv/iLv8B3fdd34Wtf+xp+6qd+6sDf/bZv+zYEAoGve4x/9s/+GX7hF37hwL36i1/8Ir7v+74PJpMJn/rUp1Cv15HL5Y70dR3XOtW0HOOaTCZYX19Hs9mUBbherz8zwexHeVy+llar9ZGdTk8ytKytreHu3bsKUEskElhdXUU+n8doNEIikcAf//EfC9kgv+/3+6VBoOWw2Wyi1+shkUhItwFAuhNuvKSDer2e8kLsdrs2A4avcQNnFwytzizDo9iRNwur1apyP2pJSAURMWm32+ocomiWr4sBfYzI56bE4YXPm46iWq2mjYo3Rup1SOHwz71erxxR+XweTqdT/T8MhKMIlJZfWnwZjT8ejxVmRzsz31+KVdkhxPfI4XDIaZFOp0UBVatVRCIRWZ1JNdlsNjgcDty5cwe9Xg+rq6saCmgvZUYOSyUXFxexs7ODyWSCer2O+fl5PY+FhQVVN1gsFuzu7iKZTGqwo/uI1BkAVQfQDl+tVpFIJDRUknbrdDpyUvV6PaEgDDY0Cnrv378Pq9WKRCKhpF0OGo1GQ8ghKSreS0ajkaL/Kb4eDocSe9tstgO2dIvFgpWVFTSbTaysrKDRaCixl2nP4/FY+UPG1uqjWt9sQtzHrcdltAAQ2jk3N4dv//Zvx7d/+7cf6rG/+MUvIplM4oUXXjjw55lMRqWiAHTwexa1Dk+6nv0n9g26+v0+3nzzTVgsFly7dk2n1uPSnhzXTYD0y1tvvQWz2YyXX375I1NbhxXiVqtVnZopdOx0Ojotrq2t4atf/Sp8Ph+q1aqoDCIK6XQalUoFwWBQ9MRzzz0nzQI3SN6ce72e6BfeSHjjpyCOWhaiMUzFpXuJOQwcQhhuR7cAxZsUVxqRjV6vpyRWohtEjHhynkwm2ug4GJlMJtUAtNtt9Pt9pQDT9kw+nMNCp9OR5ZUIzcbGhnQQRAaIOAD7m00kEpEwk9oO0lD8+3w/QqEQQqHQgZTg2dlZnD17FuFwWGnFpAvC4TBqtRqWlpawuLgohGVjY+NAMBrrAs6dO4d33nlH5YcU5vZ6PdjtdlQqFdnSrVbrgfeP+pnd3V1t2A6HA0tLS8rn2dnZwd7eHgKBgNAV6k28Xq+GVup02C1UKBTQarUwHA7hcrmUwUKdSKfTUY5Hu91GLpdDoVBQ/cJ0OkWlUlG+D/VWrE1oNBrquAL2v/uhUAh+vx97e3vw+Xwwm82IRqOo1WoSkAPQIMffz8GLSBYHlveXZh5lr9lJ0rR8nE3OH+V5PA3a1e128bM/+7P41//6X3+Up3fi1rO/ck74epphoFwu46233sLZs2dx9uzZA49xXDTOca1er4dUKoWVlRWsrq4eyXB0WKSFuoF6vY7l5WXUajWl2ObzedTrdXg8HqRSKQ0Bs7OzohH6/T5WVlYwGAwQDocxPz8vNIGUDcWObrdbDhhuFqSBjD0/vHlTV8GNmPHrTMy1WCxypJAWcDqdKuQjQsMhhjA9kaFGo6ETPksUjQmqrBgYDAaioUKhECwWC4LBIHw+n7QkVqtVGohWqwWXy6UyRP4cbeNGMS7RknK5rPeBeiEKlSk2Ji1GfVCj0UA+n0e1WtVmymGSqbGzs7NYXl5WOB5TZCkAZRT/8vIyMpmMbu7chDc2NjA3N4evfe1rGI/HuHz5sizIRIlefPFFFV4CUGIx05LZOxSNRkUjUtQ9Pz8PAKK4vF6vhlxjpUGlUkE6nRZ6t7u7q1Rmok8c9OgS4/XEgYp0ltfrhdPpRDweV6ghtUPGpF0jTcQhiPoqlnXS0k1kkQgRu5fYZ8PXRFqPyNpoNFJY4sedmvtxrMMgHB/X83jc0PI07qGNjQ1sbW3hhRdewPLyMtLpNF5++WXk83kkk0mkUin93XQ6reqHk75O6aEjXNPpFOvr66jX6x+YCHtcNM5Rr+l0ip2dHWSzWcRiMYRCoSN77MMKcekEWlxcRCwWg9/vx71795DJZNDr9RAOh7G2toYzZ84o2G4ymRxoZTaK1aghGQwGqFarmEwmEvGGw2HkcrkD2S+0O3PDoLiRzhGz2YxOp6MNbTKZHKBu2K9DPQpt0HQUUQMxnU6lx2EQ1ZkzZ0Q9kN6hhmQ4HMJut6PRaMgNZTKZsLOzo6ZmI0U2MzODO3fu6P2ZTCbKSKGdmVUF9XpdtBMHrOFwiE6nA6/XKxSAr5fWZOpWSEHRDp5MJhWkV6lU5LBpNBpqhSadwk2ZxYJ03RQKBUSjUWW1vPPOOxiPx4hGo8hkMgfServdrtBMDiIUGtO5RUTOZrNhe3sb8/PzKBQKGAwGsNlser4MkKOLajKZyKZNtIwUXCwWQ6/XQ7lcxtmzZxGLxQBAJZscatkPRCqx1Wqh2WxqSCuVStI5kdak24xIVr/fly2WqB+zVEqlEiqVCgCI7mHDdKPRkJ6n0+noe8JkXaYTA/ubpMvlgtvtxmAwQKvV0jUUCoWOPYDu41gnhR46zPN4GqTlypUryhcCgOXlZbz55psIhUL4/Oc/j3//7/89vvCFL+C1116D1+v9RFBDwCnScqh1GHRhMBjgzTffBIAPjbA/LnroKNfe3h5u3ryJbreLCxcuHDmEelikhc6SQqGA4XCIra0tIVV0e9AWHAgEtBHZbDbZmdnZEo1GhaLQckpaJBwOqy14MpnA5/MdaODlqZrQudVqFQpEDQxzWhiVz1Mcs1loiSZaYeyPicVi6HQ6QkP4GZDucblcmJmZOeCMYgbM7OysLN/BYFDZHsPhUBsxE1c7nY425k6ng0QiITcJT/PUU1BQa9ygZ2ZmtEHWajUl1AJQUSAA0SWxWAzNZlOW3Egkohwbh8OBarWqULtkMgmr1aoBhEgPBailUglWqxWpVEoDUrlcxurqKsLhsGg5Zs2Uy2UhGb1eT+4Y0mqsUmDa7tzcHJxOp+hAhr2xOyYSich6bDKZUCqVpHFhYzTpOrfbjWw2i2q1itdeew21Wg2DwQCNRgMPHjxAvV7XYElxLweNYDAoLRN1TxTbko4iwlIqlTT0NRoN9Pt9fOYzn8HS0pLE3rVaDfV6HZubm6JlOPBwGKIbjdcYv6MMAywWi9jb2xOylEqlVKfxSV4nRVtzVEjL93zP9+DTn/401tbWMD8/j1/91V/9wL/7Hd/xHThz5gxWV1fxwz/8w/iVX/mVp3ruz2KdIi1HsCqVCu7fv48LFy48FpE46UMLW0uXl5eRSCSESBzlOszQ0u12deJlhHo8Hkc6nUapVJJ2ot/vIx6Py8FCwaHT6VTYms1mQyaT0RBBQabL5VI6KtELh8OBVColuoYOEkL8pEMYVkYXDWkgWo19Ph8ymYyQGiNs7/P5pElgYZ3b7UaxWMTi4qJEooPBQAJLup9oGWaDMwW4tE1zeOFz4HDGwDAiIXyvYrGYKgOMmSwUHLM7yWw2o9VqKSsGgDYy2pSpxeHjAVCUPuP3V1dXtYkzzdXhcKDRaCAWiyGXy4leq9frCIfDKJVKGi4sFgvS6TQ8Hg8WFhaQTqfxwgsvyPkSDoeVPMpiRV5rRI+o14hGo0ilUqINOQD7fD6hD3QA8TlTtEu6xGq1Yn19HYlEQggbbdl039ABR7cQbe7cqEhpUodUq9UwHA4RDAY1UPFaIDVIhIQ/RwqQ7ydRLOYOORwODIdD5HI5aWNmZmaEGjJosVarqTQTgK5t0m5ms1mpzrlc7pFulU/SOglDy2GQFgpxP2z9xm/8xof+9+3tbf1/k8mEX/7lXz70czxJ63Ro+QiLBYGVSgXXrl17ZBHW+xephuN8Tk/7Rczlctja2sKVK1eUgHkcGpzDCHG3t7cPOHIYwX7v3j1pP8xmM1ZWVrS5uFwubG9vq4vHZrPJmswMimazKcszoXIOkWwUZjw+N3zmdnCzISUwMzMj15LRjszEU/47e3W4SbPnhtkjpLqoUWGcN51Qxs2z0+moQ4g2a6fTiWw2i2QyKWcJ6Qi6THjDIwUwmUwUdEbtCLU+VqtVDiOr1YpcLifEiuhOJpOR1oYR5bQ5M62X8fKhUEgFj/fu3dNjE8FhMFq73Ybf70epVBIK1Wg0cPbsWbVR37hxAxaLRfH+n/nMZ/RY7BYi3UZtE6k9ll1SiEvtEik/Pg4RtdFoJM0R3WQc/CjMnk6nKJVKSpPl6yEyR7E2nx8RMgbuxeNxObE4vPG64WBRLpfh8XiEFvFzIZVGhIyPfefOHQD7+p1cLofl5WWEw2FkMhlFBjSbTVQqFXS7XUQiEeX5MDOG4WYUS7PXyOg0czqduH37Nq5cuXKk94dvtnUYpOU0xv+9dUoPHWI9agigo2Y8HuOVV1451MDyQY91VOtp4/Enkwnu3buHfD6PV1999UBk93FocA6DtHi9XrzxxhsAID3D5uYmFhYWEA6H4fV6kUgk1ERcr9eFgkynUzQaDRSLRUW11+t1VCoVUU0UJhJNoLDWarWq64Xpt9wQSA1RNEpkotlsqhmYDhEGejH+3Vg1AACbm5sHkJlCoYBKpaJ0UgbNMU6eeggAWFpaQiAQkK252Wzi4sWLeq58T/r9PjY3N9XRQ83NYDDQ9Wq321Gv1w+cwgFIhNlqtZQtQ1dQq9WCx+ORvTcWi+n9uH//PtrttgLc3G63BkEWPHJTph14MpnI8UPtjMvlQiwWkw3ZarXiL/7iL/Q7J5MJlpeX1UBN2/fW1pY0GI1GQ5ojuuBmZmZkXWeAmsvlgslk0uBG11m5XNZgajKZcOXKFV1//EwDgYBcXozKpxOHdBd/nmJmBvcZ83mI7jidzgN9SnQlEQlilUOtVtNmR1E0tSp0LjWbTZUlbm1tSShMei6ZTAopyefzSKVS0lCx+bxWq0lrNB6Pkc1mYbPZRNcxF+h0Pf06LNLyjaAjOop1irQ8xapWq7h37x7Onz+vKvKTsDhgPIm4rN/v4+bNm4hGo48sbjyOpN3HCXG73S5ee+01xdH3+338+Z//uUrm1tbWDpwWuWnZbDacOXMG6+vrEsLabDYUCgUEAgFUKhXYbDadSDmc0cKdTqeFchBS5ybH8kK6g3jaJmVht9uVu2K1WhEIBDTkUEvCzZst05PJ5EBHTavVQi6XO0AjMUiNNAEttfxdgUBASAmL/RwOhzQXTLL1+Xzw+/0SEBvTalncx42p3+/DbDZrQ+PrMA5w1FKw4JCbt3GDJQLF7Bi/368MGKfTKeqOGTidTkeWbIbWAfti1rt372rzp6W82+3i3LlzckBxOCOiAkDdRkabPj9/il7v3bunIYNt0KSg+PknEglsbGzgzJkzSKfTB+gWABJ0k3rkQOZ0OjUIs4SQCBM/49nZWdy7d0+9T3a7XdQerzcONAw45OfK30sKieF44/EYqVRKacAUAxuThNkivre3J5SOFRa9Xg+7u7tCNZeWlnStkEpi8eZJprs/CeuwSIvdbv+YntHJXqdDyxOs6XSKra0tlEolvPzyyyfuInrSAYNanEuXLn0gN/206M2Hrcc9z3Q6jWg0iq9+9atYXV3FV7/6VbhcLiwsLOhkmkgktJGRRqB7JBgMIpvNyt7JjAxuptw0y+Uy/H6/TqcUp5K/p/DR6NgwPn8iLgBExVDTZOzr4WZGCyy1OKQD/H6/kBhSCxT7UgRMbQmRENq9mZfCE3osFpOAttvtiirhkFKr1STApB5lbW0NbrdbrqD5+Xnkcjml6DLrhAMfRaSRSEQUCymzfr+vjRqATvbcMBcXF6ULoSCUzhWXy4V0Oq3BymazwefzwWq14oUXXsCXv/xl0TakKTjIGK2/RDGCwaDC4Ti08FrO5XKYnZ3F2tqa7PLU6FAcSzHu3t4eKpUKkskkMpmMhLakw0hDkR7itc0DAD+zarWKcDisz8KoG2JsvzEDiI4zIlHUDgH7hZkcRonIORwOFAoFfU5Wq1U2VgYJmkwmRCIRVVTwGqBolwMQM43a7Tby+Tw2NzeVasxU4c3NTT3+cDg8EBP/Qes4qfFP6joM0kJ68XSdDi2HXsPhELdv34bT6cT169dPhFXu/euwIl+jFufDnE7As6GHmMESDAZRrVaxsLCAs2fPaqN699138ZWvfEW6AIogbTabUBIA6uvZ29tTdDlFtzMzM7BYLKhUKmi320IDer2eXEYA5Nhxu92y6XIj5jBiTBPlpkqkgc/FbDaLMmFlADUStVoNgUBA0e7j8VjtwCxqpKjYmO1hNpuVR8O+H+agFItFhd3VajVt/nQOBYNBNJtNbGxswOFwoFarwePxwG63o1wuC+WZnZ3V0EMnCod1FiXy/eHAwqRcp9Op4Wd2dhbxeBz9fl/uLtrSqQ9iWjERMQCKmr9586ZsyBwOG42GChuJvhjzU5jCS3SD1x0Hojt37ijO33iSNVJXpOmA/UExEAigWq2qcoECbYpsiV7Q8VUqlTSgRCIR2Gw2iY6pZQH2HXKkq0gXkXLiNWDsImLuCwMPSSHS+cZQRv73QCAgtxMHNAbREZXkgMvHL5fLojk5QFOzValUVDcQDodht9vldPuwdVJsxidpeKKG6nQdbp0OLYdY9Xodt2/fxrlz5xCJRI7kMY/DbncYpGU0GinT5JVXXnnsDeQ46KHHoTdsm+31eohEIiiVStjc3ITb7cbGxgZ2d3cl5uQNk5sPT/vk9GmF5eZAWoiDDDeffr8vgSHD0IynGyaUsp+GGwi7fKg3oWiz2+0il8vJPUNkhrobogX8+WKxqI3eKLJkMeP7b/ZEVfr9vjQ0W1tb8Pv96lziZssQuXA4rIGAGhqn04l2u41oNKohyev1otfraZBgfgs1LY1GQ1H4W1tbonJohebgNDs7i4WFBQ1vDDwrFApqRx4OhxqcAIiW4XBECo+DNT+P9fV1nDt3ToJjAMhmszh37pyi/F0ul0S23Gx7vR4ajQZyuZzcYqTRKJau1WqyP5MK4jVBkXGr1VJrNysGjOLrXq8nyoUDATuNSPuMRiMEg0G0Wi2l1wLvlUdSa0QdjLEPikMEPz8AB9AyanxYKEnxbzqdxsLCghxDRkSQziY600hHWiwWdXjxmuXwNh6P0Wg0pBmLRqNKm/6g7/ZJcOyclOcBPH6QO0kD1klYp0PLIVav18NLL710ZOptCjaPOv/kcUhLs9nEnTt3cPbsWUSj0UM95rPQtJB/p36hWCyq9I8txRxsJpOJhJdzc3PY3NwUmjAzMyPNEVEKABIkWiwW5VuwKHE0GmmDAqAsFzo/eCrnSZyIBykfnmDz+byi15moSx1Br9fDpUuXpMlhtxGRG/b5UN/BEzCfP/NNuFnPzc0pAZZ6GybR8pTu9XphNpsRi8VQq9XQarX0+qk1icfjqNfrQoDYscSsGfYkra6uyvlCNxJdSoymn5+fV4cQe59I5SQSCYzHY7RaLblujPokUjAmk0mfN1GkVqul0ksOFLxWarUaJpOJhNt2u13hc9TpMAH32rVr2N3dRblcli3dWAFB2zJRlFKpBAByoTGEjp8nByUOFw6HAzs7O4rgbzabEsoaM4IYMGcUXVMnYrPZMBwOVV5IRxKFtOPxGPfu3cPc3BxeeuklNBoNXLhwAVtbW0obpi2ZGig+R+YK9ft96ZCYxUPrNK3rHHCMCBObtTudDs6ePSt0bjKZ4MGDB9LwBAIBoXzAyUFaTsrzAA6naQFOhj37JKzToeUQizfZo1qkAD7O0LZ0Oo1UKoUXXnjhsX7/wz7m067HIS1erxcOhwPFYlF2XZ/Ph1u3bmljOXfunBwuhP5rtRqWl5exvr4Ou92u1mJai3lKpd6DIkdqFCKRiOB9oidut1tCXOZ48M+5obHThs3QW1tbchVx4GEy7mg0wnPPPac8EmoRqO/I5XKYmZmR2BKAECQOUpFIRO3EjMynnZoJq6RQstmsupe4CdvtdlEPjImPRCJwuVyivehs4mNTK0L0IplMKjuComIGz7lcLmxubqpLiOJY0mu1Wg0LCwu4d+8eAoGAUIVIJIJarXYgAp9JrrS8c8DY29tTm/Xy8rIGPqJZADS0jsdjlEolxGIxaYHa7bbC02gn9/l8WFtbE4LBa43CWQqR2WNETQ2dY6RdxuMxtre3EQgEUCqVRMEkk0kJt6lNMZlMB4oumQHDoZrDLPNfSEO12208ePBA7djA/kacTqd1LdhsNiFofP8pDDcOQhyeGo0GIpEICoUCEokEGo2GhvO7d+/KJk5bPYen6XS/Ubzb7SKZTGJhYUGCZPaHUdhNq/izXidpaDkM0nIS3rOTsk6Hlmewjitg7lEDxng8xt27dzGdTvHqq68+8aD0LL4sHo8HDx8+FPqRzWbRaDSQyWTUF1Or1WCxWNDr9eB2u5Xk6nA44PV6USwWRUeQPiJSRtEnNxsKLhltbrPZkM/nEY1G5RDiaZoaDKPolVUBHG6IbiwuLmqwmZubE4XCIkBuGoPBAHa7HbVaTVZaANK9GFNSe70eqtUqnn/+eVEoc3Nz2NjYwNmzZ9XkaxwiSNlQt8GBiAJTOmcYvw9AG1koFDqwKXNz73Q60uFwOCgUCgD2h4WXXnpJ6b08kVssFmQyGczPz+PWrVuYmZnRe2os72N4HuP8OexFo9ED2ouVlRVsb29jd3dXOh+TyYRGo6FwP5YdUqTNMkkmwVIDQ+cQBwe+t6TsiN51u13po2j/JmXGZmSr1Qq/3w9gP9WZWqp2u43hcCjKizZ9UpOj0Uihhxwm2WpNmojXHisOUqkUkskk+v2+2rBp1aYAmMGLADR4Exk0NpPT9t1sNtWNNTc3h69+9auIRCKIRqOoVCpYXFwU4sMMISKdFFxzSKHAfzgcolqtSq92584d/ffDxkUc5TpJQ8vjDrD87E/X/joZn9oJX8ehPTmOoeX9w1C328Xrr78On8+HK1eunIhG08OsixcvwuVyYWdnB5ubm/B4PCgWi5iZmZFVNhgMYnl5WbZYZnwAUJgcKaRarSYUAYAK/pgcyo2c+ghSORyMeOJk03AwGJTDgugH7awUXjIWPRgMSgvT6XSQy+VEcZAW8vv9cLvd6gvi4ECRMSmYvb09tNttBINBWYe54cbjcYzHY6EJjLJnrP10OkUoFNJrZJki/z6D9bixM6KfaARRmtFohGq1qqGHJYB0zrTbbQQCAZTLZYlyJ5MJKpWKTubb29sSndIh0+124Xa7Ua1W9V4xhZfaIiIN3Lx5wo9EImg2myiXy+j3+8hms0IOiHxwoJ1O94saI5GI0mWZQ2K32zGZTBSYx6Gl0+ko7yUSiYgOM1Jx1N+4XC5pWfhcGZlvLJc8e/YsLl++rFA+vh5qT0hD8Z/hcCiahd9jvi5mrLhcLiUtLy0taRgvl8saqCwWC6rVKkajEWq1mq6FTqej6gNej7FYDFtbWwgEAlhdXdW1yuDFZrMp8TGROQrL379sNhtisRjOnDmj7+7e3h7u37+PN954Aw8ePJBQ/eNYJ2loedxzObU7H1ynSMszWMfV9GxEWorFIh4+fIjnn3/+QG7FJ2VRNGgymbC8vKyQslAopM2b6aMUKPr9fhQKBbhcLhQKBSSTSWVxcBihUBWAwsCIxvCxKAalHZpJsT6fT4MCtQE8VfLESd0LNyLqOObn52G1WlEsFlGr1ZBMJpUWWywWZftlFgc/y9FoJGcMnRn5fB7Xrl2TXoT5GtyUz58/j1u3biEUCskNRG2C2+3W5s6BwTg0Gd//wWCAQCAguoV/3uv10Gw2NTyRYvD7/Wi1Wtja2sLKygoymQyWl5dRLpclfma9AMXFHJDYeH3u3DnlxdDdwoA2vpftdhuRSETR+BREl8tlZLNZRKNRZcg4HA4JTdnSbDKZkMlkEA6H9XjUB7EgkDono4vLZrOpUJIHGXZekb7hcBIOh3WtkookcjgzM4Pt7W04nU4Jpufn55FOp3UNJhIJFAoF2b/5+XBwXF5e1jVD2iaXy2E6nSokj3Qbg+tmZmZQKBT0PNjTNR6P4ff71aDN19RoNOB2uyWGJ/XH64FR/81mU59tsVhUO/ajltFp5XK5hNo0Go2vo5I4PB4H2nuShpbHIS2nabgH1+nQ8gzWcdJD4/EYDx48QKvVwvXr1z+RsCKTZmnRHQwGKJVKcnZQA0KLM4WaRA64wdRqNZjNZp0wKWxkUBsfm5sahxvSDMB+zghD07jxM7OFKAJP0BweuHERxl9cXJSTgxUCw+FQmwMTfNn+TDqKkD8FtqRYQqEQbt26hatXr2JrawvBYBArKytIpVIIBALY2dnBzMwMPB4PSqWSBLl0LM3NzSEcDqNarUr0Sb0Pbddms1kOJp7OWSI5Go2kTXC73Qrki0ajyoJZWFgQ0kIKhuFkRH8o/jWGljGBldkltI9TCEyb+8zMjOiq0WgEn8+Hl156SRUAvF6YfcOIfrq0qIWijolUDCmjRCIhJI2PwyweYx8TP0deL+VyGcC+gJvdP9Q65XI5CYHZ/0T7/Guvvaask0qlIiqUTjWPxyPUKJFIIJ/PIxgMwul04p133pFGx2azYWFhQde0ceBzOp3q1GJFxHQ6VecQtXscIPg4jUZDrjgGJfb7fVy4cEHXrtvtxszMDLxerxCYR61HDQsWi+WRVFI6nRa1d9RU0nEYIZ52PW6AOkxZ4jfTOhmj5glfRz3pH9fQwvwVs9mMl19++RM5sORyOdy+fRv1eh2JREJZGNSasO+Gce68WXNjS6VSgrybzaZOndwkGCw3GAw0FDE2ne4fDje0p7KZeTQaiabiDZxJvByQ2HZssVjgdDqxsLCg0z4FrcZ+F27CpCOo3+DrpPWUGSHURCwvL6PZbCIcDquVeWlpCXt7e4jH48oPYX4HN323261TNF1SFNfSOUM6hgiK3W6H1+vV0OR0OnWCN4bOVSoVzM/Pq18pn89jZmYGqVRKj8lyyG63i6WlJXX9MJjM7/fj/PnzKkNko3KhUNCJnou2ZA4U3W4XnU5H9mE6jpiZwnh9FmGGQiENu8vLywgEAqIvyuWyXgMt636//4B2hkJuOq7oDOLz4HvP18iSTbrd6IzioBgKhQ50X124cEHDpzFkkLqXxcVF+P1+bebUFlETxOoEutmIkHQ6Hezu7qo2gvQhO444ZLGygkJ2Y0CfzWZDKpVCsViUxofX6oflPh0G4SCVdPnyZbz66qsfSCV9lHvokyaHH+c6RVqebJ2MT+2bbB2HI6dWq2F3d1f88ydNbT6ZTHD//n3k83nMz88jGAxiNBohHo/LcsqgOAAK6XI4HAgGg+j1erK8Mt+FmSssASQnzyZkxrTTEkr7MlNOGVNO2oYbncPhgMvlgsfj0QZFuoMx7LS30mrNVFkAGoDm5uZgsVgk1gQgKoFZHYTtg8GgXE1zc3NCU3hqn0wm0pEUCgU99mQy0ZDF0rzRaKQCSOaK0K7a7XYPuIfYMM1cEyIbLMm7evWq6Ae+dxTqMnk1FovBarUiFAohHA5r+CHVxP4fBt7x5L+4uAiLxYLLly8jGAwqIG04HKr1GIDQA8bmVyoVnD17FgCws7OjTbXf7+uxq9WqEBsOhf1+Xxk7pDsYmjY3N4dGoyFBdqPRQKvVQrvdhs/n07UVi8Xg9Xol3jUigV6vF3t7e7J/09pOCzLfE/7+VColVIiNzyaTSegYyyR5rYxGIzx8+FA1AKRTnU4nksmkhhGmStPOzsdttVpIpVKw2Wwa6PidoC6LBwSKkPv9vjq96BSr1+sSZb9/PakTxmQyaUB78cUX8fLLLyMUCqFer+PGjRu4ceMGtre3hc4+yf3mpAwth0FaTjUt762T8al9k62jRFqm0ym2t7extraGlZWVY7u4jzPgiOWTMzMzePHFF1GpVPDlL38Z8/Pz6uRZXFwUYlIoFOQ6AaCNZGZmRl0uuVwOZrNZHD4AnSiZEkstCfNI2OPDDAy2KhP9oEOCQycTWUlBmUwmJJNJCU4pVOWwwbwLozWX2oJ+v6+IfVqJg8GgEBgWF87MzCCXyyEajSpMjg3A4XBYll7SNBQak87iBj8ej1U5wAGQYWlOp1PuFW7aDHwDIGv2dDpFoVDQxs/XxvdvfX1dTcn9fl/OFHYlEXFJJBIYDAbw+/3qXeLioBIMBuV6YuZHrVZDuVxGtVqVjdjr9cJqtaoOgMJVbuwU/3IYZOYKP6/RaIRsNqsGZOa+EIHjNUZ0i04kUmUcgplEy2GOgyIbsZlCS0cSxbYcLIisrK2todVqYWdnB6VSCeVyGevr62i320gmk7DZbFhcXESpVMLi4iKSyaScXaT2eH1xMKSQnAM1HUR2ux3JZFLutnK5jHQ6LZqM3V8U8e7t7WFnZ0dZNUTTPB7PB+roPuqwQCppdXUV169fx3PPPYfZ2Vns7u7i9ddfx7vvvotcLndAh3Ucz+Mo12GEuE8SU/GNvk41Lc9gHdXQsre3hzt37sBms+HVV19FqVRSbPxRLuaqHCV6wxszA+9YPpnJZPC///f/xsrKiugbbhAcGOgSSqfTCIVC2jQpJCRMT8ErE06Zq2Gz2ZQhQm3LzZs3pT3h5sUbebVaPdDpA0ACXpfLhW63q4h2pqiyNNF4CmYWh5EmotV0YWEB9XodzWYTdrtdkD+1EC6XC/fv34fValWuzPLyMkajkSiPXC4Hn8+H+/fvC+0gtO9wOJBOp4VQxONxzMzMIJ/PyyJMuzRRKqIWwP61lkgkJDheWVkRrcUI+r29Pd2AGbCWzWZFLRFpoIPpzp07GkJdLpcge4pjvV4vMpmMhrWlpSVkMhksLS2hXC4LmWFdAEP+JpMJFhcXNWCk02k5fYB9QS43ttFopDwal8t1QDfSbDb1fjEbxaj9cTgcWFlZUb8VdUgUERNVAiCXDwXlvBa50XN4YqYMrxGbzSZUj6Lnl156SXZjWs7dbrdErC6XC+fOnYPH40GhUDjw3lObxIoLalRYb0F7LXUsHCLn5uZEH/n9fv1eWsKNlBCH4ketox4WWA8Rj8cVeletVnH37l0hiAy4M1IwJ2loedxiSvHp2l+fjE/tGa9nEbf/uNVut/H6668jEong8uXLEk8ep8D3KJfJZEIqlcLdu3fx0ksvHWjLZsuuzWZDJpOR+4VW5oWFBZ0WedLu9XoKzOLNyGKxCMmg0HM4HKJUKmFjY0MnerPZjGQyCY/Hg0gkIpqECaWJREJQPwC169LZwGC50WikoYjR6l6vF2fPnpVokigLT+l0LVFnwp9hVgc3Dtqwu90uisUi4vG4ckiAfcqJCAvpGg58HBCXlpZk5c7n8wpkI5pB3RDLB9k4TUSCzpl0Oo1sNou1tTUhJox658meepx+v49isSj6jmjHZDLR58YwMtIqFB72+30Eg0GhVBaLBcvLy6K8+L5brVYsLS1pc59Op8hms8jlciiVSuj1esou8fl88Hq9GtqYpEtEj/odDqqzs7NqTvb5fPD5fOh2u/B6vaIE+V7TIk83TqvVQqPREPoZCAT03EmtULPFfBlazNkjROSQNE4ymUSxWESn00GpVEK9XsfVq1cxmUywtLSERCKBXC6H+/fvI5vN6n3jME4tEwdk/jd+X6iv4CGFyBxrMdhszYgBinuNdKTL5fpAZOA4g9KIdi0tLeGll17Cyy+/rLqBGzdu4O2338bOzo5s9J+UoeVUiHtwnSItz2BxM33alcvlsLW1hStXriioio973Fbqo1jUflSr1a8LvPujP/ojlMtlOVGYddLtdrGwsKCiPXLdzC8hhcONkM4MbjA8RRrTZrk50KpaLBaVfMroeT43/j32AbG3hc4MbqDcuLmZNRoNbYLc/HlC5XNi+ilvTNR47O7uIh6P6z0rFotwOp1YWlrCdDrFmTNn0Gw2FeNPN0sul8PCwoKEq/F4HDs7O7hx44as2wyUo7aFgmKKkumsoWOmUCjA6/XKvUXXC3t8EokENjY2EAgEpOFYXFxUSzDpKlIJzDoBgFKppM2ObcNED7LZLOLxONLptDZQJtLSrk3XlrEjh9ZlCmL39vbwla98BS6XS4JXDo7ccAOBAJrNpsLeptMpVlZW5IohAhGPx2WhJ50DQENtt9vFzs4OwuGwTvQMe3M6nUIzSKnQUUVKpt1uw+/3IxgMyinU6XSkp7JYLCiXy7J6t9ttXL58GblcDsD+yfztt9/G/Py8kBoiPexrcrlcMJlMGr5pr+fAUi6Xsby8rFJM6nbsdrscbnTgVCoVWCwWdUk97rv/cQ0L1IIFg0EA+07AarWK3d1dXYtERD9MPPys1+nQcnCdDi3PYD0tPTSZTLC2toZ+v49XX31V3D7XcQh8j/px+/0+bt68CavViosXL36dap4naDpd+O/UVEynU2khGME/MzOjjAd+uRmP7na7D/QD8UbLAYOhYiaTCTs7OwCg9FKiC3T5kJoxmUzSUDDcjqgFo+WZ88EBjSduoiYMGaO2JZfLodPp4JVXXpGV2uFwCC0h1TUYDPDgwQOsrKygVCrhpZdeQrPZxGg0QiKRwJ07dxCLxRQzz+e2uLiIVqulIYl6Hya7Gm3HLJMktUEhKruH+Nq58S4vLysDp9PpKA2W+qHBYKC+J9YJkG7iYNpsNkXjLCwsCLlwuVwYDodIJpOqAWADOHNaTCaTxMw2mw3Ly8sSFBOloVi62+3KTkyEhPROs9lUm/d4PNY1QA0KESVeExxwOcDyddEmTXF3p9NRkzdfAwdjWvutVqss6T6fD5FIBA6HA7u7u7Db7YjH4xgOhypspUh6Op1quGTDcz6fV/3B3NwcXnzxRXUwMVSRSchEMCk6Ho1GB6hBv9+vAY8W6VgsJrcer49EIoF6vS6HFTNc3r+eJS1jpJJ2d3fl6HoclXTc63HIE4fz07W/Phn42DfYehq6pd/v44033tBN6P0DC/Dx1gM8zapWq3jrrbdw7ty5R8LHPAV1u12srKyg3+8rA4WW3Hq9Lhif6bHcVAi1M4vEmIZKmzOdIsZOF6OIkMgCxauMqudpxxhLz3A0Wm5nZmb0s4TUOZhw0OImR8Rjb28P29vbACAtidVqlZZkaWkJ7XZbDhjaeB88eKCaAApD6Qwy5pkwY4ZDGsPy+D4S7RmPx9jd3ZUlmsJr0gX8u3S5UDRqNpuRTqe10Xo8HlSrVekkGo2GQu44RNCdlU6nkcvlcPPmTYX6NZtNZDIZ2cLp2mq1WgiFQqJyaMmmC4tCVw4UfJ+ZJ5NMJuFyuTA3NydqqF6vI5PJoN1uI5vNYjQaYWdnBxaLBYlEAvPz84jH46pSIEVEh5Tf79fgRDqQAvGlpSVprdgvxWJHY8vzdDoVAsfBBYAcX263W8NWtVpFo9GQS4yv29gQTssy02WJBrEjiiJZJu+SPqIrjM+X8QB8H6vVqsL7KErn94bPodvtYnNzE5lM5gPvASelR4di+Q+jknZ3dzXQHtc6zH31FGk5uE6RlkOs48hpeZIhoFKp4P79+7h06ZI0DI9aJxVpmU6n2NnZQaFQwLVr1zA3N4fd3d2ve8yvfe1rsNlsuon2+33lgLCPx5hlwcA0oif8WVI/AJSe2263lR5L/Q9vtjw12mw2zM3NqSEa2N+EeBKmZob6AG6sRB+MNlwOCsPhEO+++y46nQ7C4bA2JmNxHTffSCSCmZkZNVrTTk26hrkolUoFS0tLKBaL8Hq9yOfzelyW/VEbwdI8bvTLy8vSAlE4ymTYaDSKUqkkUS2HFObPVCoVoUUOh0ND5PLyMjY3NxEIBLC9va3XTo0OBc2kwVi4RzvvzMwMHj58iE6ng2KxCJ/Ph93dXdU11Go1aVuY1Gt08WSzWfUFcYNhwi03XZZpFotFAFCOyfnz55HJZDCZTFAqlTSIra+vw+fzIZFIIBgMIpfLwev1yjZt1NyQKqvX68rH4fDKIY7C2WAwKKRhPB4rAZmDKmky0n4AkM1mRacxW4XXM0PuKH5NpVLS6gyHQ6EitVpNwxkRknK5rAG73++rDZtOM1YdsJyUoW98jvwOtNttaZI4JGWzWSQSia+7F9Dq/azX+xGfD6KSdnZ2dL8JBALw+/1HSiUdJuTudGg5uJ791fNNuA6LiDAsrlKp4JVXXnnsl+UkDi3j8RjvvvsuLBYLrl+/rhsFBazGZbPZUCwWdWPo9Xo6NU8mEySTSZXaNRoNxGIxdQLdv38fNptNluPRaITBYCCInydZAEoDzWazEk32ej1pZIz2WNpomejK+HsiMTzZ0wLNcC/miVSrVZ1+OVgxjI01AsxhCAaDammuVCqC/TkoUYQ7nU5RKpVw5coV3LlzR5ZcWqYpymXuSLvd1uuq1+tYXV1Ft9tFIBBAKpWSI4i1AFtbW0gkEjrRAziQ2AtAmyrfW1pnz5w5I/cW9Q1Ej1iBQD0FT7vBYBCbm5saTNvtNq5cuSKdBXuDWG4ZDAY1YEynU1Ui0MnFQW92dhY+n0/DHUXDFMieP38eVqtV6cDLy8vqmdrb2xPCRrqFYmiiLtRD5PN52cP5d9ibNBqN5BYiisEEX9rqp9Mptra2DlQ1APvD3tbWlmzExtA/lk1yyOLjGruQwuEwHjx4IAE4KRCHwyGxdqFQ0BBNGpC/m9lC1PPwsyAdyQMBh2OilKRdHrVOCtLyOJrqUa6kSqUiKomhfnRhHdfzACDB8+naX6dDyyEXb7JHsQ4ztIxGI9y+fRtOpxOvvPLKoXjgk0YPdbtd3Lx5EwsLC1/XR/Kox9zc3FR4FuFn6kMajQY6nY7gct5EKb7lBmpEVRYWFlAqlSSopTiTjb48EfNmnslkZL0FcCDHg30zhO8tFoususViEbFYTCgCn//u7q46irgBAlB3UbvdRi6Xg81mw/z8PMrlspwqFGLSMUVUh8+DzzcajcJms2F3d1eR5+yK8Xq9uHjxolw7HFSy2awcLNQ4DAYDPSYbkTlg8T2rVqsIh8MSvDIIjgNKvV5XrsxwOITH44HJZFKY3mQyQTAY1GbPz5RDFYeOwWCgQkibzXZgwCUVSO3EzMwMSqUS4vE4SqWShqB8Pq/gtYsXL2r4I7rDlm+iWAymM6ItdMUwaI25JOzfoX2daciVSgXRaFQoEnNyjEMqw9ncbjd8Pp/cTUQOmRdDeojvNb8X/X5fglw+b/593iMYYFcoFPD8888jlUohEonA7/djZWUFw+EQ9+/fRyKRUOKt8XeHQiFRltFoFIVCQfofWsf7/b4QRg6s1D3xexsKhb4uzv+kWI2f5HnQlcQkag605XIZGxsbyuYJBAKiIw+7HpeGC5wiLe9fp0PLM1iPGwKYXXL27FlEo9Eje9ynXU/zuKVSCQ8ePPjAwkbe8I0rGo3inXfewWAwwIULF/Duu+/CZrNhfX0dnU4H8/PzukHy5MmMFMLWzDYxmUwoFovSidAa22q1UCgU1LczHo+Rz+fF7XOTttvtoiMajQasVqvC6Yji0LVjDNmiG4Mb8XA41AmWp3/+DqIOpJXYlstKAf53Y/cL809IK00mE4RCIfj9fhVGWiwWoS+FQgGJRAIPHjxQmjBzU0j7GO3DLpdLeh1mqjC23zgwULvBYS0ajaLT6aDZbMLhcCAUCimMjW3CpDKYsOpwOISC8HNmEWMkElEWDV8rI/SJOLK3iNRcLBaTIHphYUHvN+PyjSFp1OJUq1XpN/iZcJilkJvWcpvNBqfTCb/fj1QqhWq1ekCnMzs7KwoSgJAVY5fVdDpFMBiUALjf70v8S0E40TkAOHPmDPb29vSe7uzsKP3X+N0kasWcl0AgoETiZDIJv9+P7e1t2auZKkskkqjVeDxGq9US0tnpdHDmzBnk83kNqqR4zGazkC2jLZz5Lzs7O1hcXDzgcPwkDi3vX0x3ZjgjgxP5/pJK4jXzUZ/H6dBycJ0OLc9gfRgikk6nkUql8MILLzwxJHhcQ8uTaHBIaVWr1Q+ltB71XNlHQwSF2otQKPR1Wgjj6ZzoBwWIvFEY7Zl0VZA6YMCWyWTS6ZcFgbT/chNmR890OlX+hs/nk7XWmJHj8XiU5cFNjdA9w8aob2DQFyPaOYSZzWYsLS0hl8shHo8Lweh2u+paYg+Rx+PB1taW7LV8Txm8R7El80EY/R+NRpHNZuW+mpubUwWA1+tVQB4DyYgyzc/PIxQKaSOuVqsKqbtw4YKE06SqOJzSMcMcFj4f0jUc6iaTiTQS1Hu43W5VG/DxSfXQfuzxeLC7u4uVlRWJluPxuESodMBQy8Thj0MJUQ9uRKlUCtFoFIPBQIMcB1bSJPF4HM1mU5k37LoC3muU5tBHKofDCgdvi8WCYrGorqlqtQqv14vFxUXMzc0JXQGAQqEg5Ia1BA6HQ2Ln8XgsUTMH9GQyqbwdDsy01FssFn3GAGTLBvZb4nndbG9vayAmHUsKleGMzH+h2JufJUXzpGY/KfTQk6y5uTkkEgl1pbVaLVSrVdy5c0dD/gdRSadIy5Ov06HlkOu46aHxeIx79+5hMpl8XXbJYdej0IujWIcdhvb29nD79m3Y7XZcu3btQ28Kj9K0EGmhW6JQKIhKIDJAYene3p4cC9xUOJyQAmBWC0WcXITnjaJc2lNpdeXJ2+l0ygpqMplkxablulKpwOfzYWlpSSmhFLhS28EIdSI3RFEYpc9AMKIES0tL2kBJ04xGI2xubopjJ21FaotalkAggFwuJzEtUahKpYLz589LC8RBggMg3xfqOubn50WhUcvj8/nQaDRQKpXQ6XSwsLAgtIf9T51OR/oc5ojw/SWVwT4n2ohTqZQ0J3Nzc1haWlJbMYW4Xq8XlUpFlMjCwoJcO/Pz80K4nE6n+pxarRb29vb0u5n8y2oGZttQz5PJZISccJOnA8flcqHX66kLq16vS6xMSzwpE9KZHCxoleYgDLwXoMj7AN1bVqsVly5dUm1BsVjUYEc3GjNaSG2xX4uBidPpFAsLC7h27RoajQai0ag+p0qlglarBZvNJnE5hwxWUVC/RDTR6/UqDoA0FDVfbrdbmp9qtSprOZGnyWS/4JHD4DcC0vJhi8Oox+P5OippfX1dwYukkg4Tcnca439wnQ4tz2C9fwig9iOZTGJhYeFEnESM6zAW7Xa7jVu3bmFlZUWBaI97zPcPLSsrKweolXA4jPv378taPB6PFfXPmHVqPAaDAUwmk0Sh1F7wxOfz+dDv97G9vS2ag+29ZrMZXq9XJ02LxSIrq9VqFQVB2y37ZDgozc/P61RNN4UxuI2WaCIZRJ+Y5UG0olarCVWKx+PK0igWi8rAIEpEhCiZTKJeryMej+P27dvi3+12u6gnh8Oh5wBA4krahCm+ZLaHyWRCpVKRgJgIErNYisUigsGgenMomCZNxEEQ2C8spGWZ0fXMubFYLEqnvXnzptAoojp+vx8Oh0NDgZEC4WZAPQ51NI1GA4PBQC47UhNGdwvf/8FgoAyXcDiMaDSqAYGOH6YpNxoNpfgGAgENZRQ704rOAZPZLW63W7H8vN7r9bps0JFIRM4ju92Oc+fOIRKJyLrO38Hhme/B7OysikBZ5OhwOEQ/Xb16VSgVU55dLpcGxkajIRSKQmzmAzFigK6qarWqigu6nzgYsnaCAzQPHKSX2u02Ll68qO84vzvPen1cw9P7qSQmQ5NKIvLFjKFHrVOk5eB69lfPN+EyIiLFYhFvv/02Ll++jMXFxRM3sACPR1oKhQJu3bqFK1euHGpgedRjVqtVZLNZBVWlUilsbGwgGAxKXEkbMrD/vlEEyPA56lK48XAYOXfunBw/kUhEIkqHwyELLz8PUiUulwszMzMHIsmNJyNC7Z1OB5ubm9je3sZkMsHGxoZO96SD6vU6YrEYms0mfD6fhiw6TogUGV1J3Pi63a5sqDy9E/UJhUKiiJi4C+xz7H6/XzQGN0lqP/x+PzY2NgTZs1SRabDU8BBFoJZjbm5O6Fc+n1dmCk/eTM4tFotIpVIaUIhK8XnTNdPr9VAqlTRYOhwOtNttfOYzn4HD4RAdRpcVN8XpdIpisYh2uy29DOmKQqGgwYUDLN0sRBJI9QWDwQMbObt+RqMRotGoBkQG5sXjcTlqcrmcPmvqZegg45BPbQz/GQwGaDabQuSInm1tbaHX6+HcuXOYTqfI5XLKQKHOib1avMYrlYpQsHq9LiSYg43JZDqAyhFFGg6HiEajaqOm7odZPdRnzMzMIJvNYnd3V1Zvj8ej7wA3WgYoGtOpufnW63XYbDZks1l9b3lNPOt1GKvxcSy73Y5EIoHnn38er776qq69O3fu4M0338TGxoba6rmI9H3c6//7//4/6QM/7J+f+qmf+lif1ynS8ozWdDrFgwcP0Gq1cP369ccKtp7l+qChZTqd4uHDh3oNxqHiMI9ppGy46ZPOGA6HcrdYrVY4HA5Uq1VtYgsLC8jn84jFYro5er1ebRiklbhB0hVEjQs3f/bHsL2Wm+9oNILNZhPy0+v1pAnh82IAHG/ijM9nyBtv/ktLS0KCAEhzEAqF1EHDADOv16vkWK5+v49SqYRkMik9C/+O3++XMJMCScavU2tAlGYymUgDsrCwAJfLpdoDngQp1OSQUy6XD/TTsGiS1le6bEajEUqlEsLhsHJZ6LqaTCZ6X0m1EcHgILG2toZAIIC/9bf+FpxOJ0ajEe7fvy9HCvUtFosF3W5XtBgt57VaDX6/X11NRF3YuNxsNrG8vCzRKLC/qbLx22w263ph/xLfTw6MPp/vQMgf6SEOLKQXJ5OJHFdElbrdLsrlsgTI1JwwAZghbUzUDQQC0puQ+uPvoUW+1+tJH8QgQZPJhHPnzkmnwtyRcDiMnZ0dBdFRO8Rhjym5pC2YffPSSy+pl6pQKIj+ImrldrvlruKfGTuvSI3ydZwUeugkdA+ZTCbMzs4iFAphcXFRsQXFYhH379/Hz/7sz+LTn/40AHxots0P/uAP4vd///cRiURw584dAMC/+Bf/Av/zf/5P2Gw2nD17Fv/5P/9npXf/3M/9HH71V38VFosF//bf/lv89b/+1x/5uIFA4EONIIVC4Slf+Udbz/7q+YSsozwd0H5qNpvx8ssvn+iBBXj00DIcDvHWW2/BZDLh5ZdffqKB5VGPSbstHRgcINi0S8tnt9vFdDpFtVrFaDRCLpdTDxHRCtITqVRKmgSKVGl1tVqt0gRwQCDKAkBZItTJGPMnCHuz24c5LmfOnFFAHTUHfr9feplut6uTMB08zIihW4UaF6JItH6zSZfiUIoveSrb3d3VyZ6n+WKxCLvdjlqtJhSF8fzdble5H3RlMWOE3TSkJPj+WiwW6RcqlQpmZmYU0U9bbqVSgclkQj6fRyqVkv6jXq/Lsj0zM4NQKCS315/+6Z/C4XDghRdeQCAQwO3bt7G2tobxeIxMJoNWq4V0Oi3aiEMRaZPRaCSNEoXDmUwGlUoFu7u7KJVKAPY7u2ZnZ5HP54X+zM7OatihDoruJaNLhknKJpMJ9XpdNnIAolkGgwEGg4EK+djNxAGCw7fdbke73RaCZbfbcebMmQMJs4VCAZVKRZ/dZDKRPZlhdHzOpO+o9yKaxHZmDhK05vp8PqFDzBXie8EIf6YBM1CQgnFeD3xNyWRSIXp8DObr0AbNoRz4xhTiHtXzYGbQhQsX8OlPfxq/+Iu/CLvdjnw+j5dffhk/9EM/hN/6rd9CuVw+8Bg/8AM/gC996UsH/uxzn/sc7ty5g1u3buH8+fP4uZ/7OQDA3bt38Zu/+Zt499138aUvfQn/5J/8kw+k/v/H//gfyOfzj/yH6MrMzAw++9nPHvG78uHr2X9q32SrVqvhjTfewOzsLFZXV4/lC3zUYtz3DxjNZhNvvPEGFhcXce7cuad6DUYhbiaTwdbWljJOGo2GTiAAlLHBYCw2OvOUGwwGdXJiR4fT6VRK6vb2NvL5PNbW1pRDwmh/I3Q/Go0wOzurtFPanZm8azabkc/nJVZkkZ7T6VSxHG/qS0tLsg5zM+PG1mg0pBmhu4LZFqRaCNtzeCqVSmpntlqt8Hq9aDabiEQiqNfrGAwGEijTdsp/d7lcKkm02WwolUoqtzObzXp9RIcYItdutzVwsTWZ+o5IJIL5+XnMzc0hGo2qx4mbPRGXfr8vuorUi9fr1SBITc1gMECpVMKf/dmfKS2ZnH8sFkM4HNaGSwcZN+SVlRU1PPPaajQayOfzyGazaDQaitDf2trSpk8RMlOUAWhIoFutUqmg3W6j0Wggm82qfZzaGtJ4HPiISHFYNplM+h3sWiISGI1GEY1Gdc1woF1aWkI0GtXn1e/3lWiby+UkQifixxwfokBEuTh0UcBs/G8MveNQTFqNKCCDCCeTCcrlsvJ4bDYbzpw5o+A+Dtezs7OIRCLwer1wu90YDoeo1Wqo1+vK3gFOzrBwUoanD3MPXbhwAf/0n/5TBAIBvPXWW/iH//Af4sGDB/ju7/5uvP322/p73/Zt3/Z1Sel/7a/9NaEzn/rUp5BOpwEAX/ziF/GFL3wBs7OzWFlZwerqKl5//fUnes7/7//9P/zoj/4oAOCXfumX8JnPfOaJfv6jrlN66GNa0+kUu7u7yOVyePnllw9cdEe5yG0f5RfSOLRks1lsb2/jxRdf/EiKduNjFgoFDAYDFAoFPHz4EMvLy5ifn8ebb76pE3ypVMLs7CycTqdO13a7XRZnbvjG5l2mhzKNtt1uKzuBp0pjaBaRALonSC9Qu0KBLW2wxmK82dlZaWlY4AhAiaxsOa5UKtIpMNdiOBzizJkzcshwI89ms9IwxGIxJBIJISV0aWSzWVFELElk2B3pI7pswuGwEnFJJZAiS6VSCAQC2gwp8CSqZbPZ4PP5xK+PRiOMx2MkEgkNfeFwGM1mUyJMDmtMhAUgTVGz2QQApfJOp1NkMhlEIhEsLS1Jv9Jut1UXQBqIWSnD4RDz8/PI5/Ny5JHao4aGnwVRl1arBY/Hg3w+Lws9ABUEtlot6WF4/VAETrSi0+no7xHZMJlMshYbnYZstPZ4PNjZ2dGQ43K5sLS0pA2L6cPUOITDYQULGu3WvEYBSHND/Q8HBop3OcSxRbpWq6FUKmnIqtfruv7YSzQcDuUG297eVqUEEbVMJoMzZ86gXq9jZWUFuVwOFosF4XBYvVylUkkDMbUj6+vrKBQKKJfL8Pl8WFhYeOp7x1GtkzK0HAZpt1qt+JZv+RZ8y7d8C37yJ3/yiX7Hf/pP/wl/7+/9PQD7B8RPfepT+m90CR527e7u4ru/+7sxGo3wj/7RP8KP/MiPPNFzOYp1OrR8DItCq5mZGbz66qvin4/j1MEbxVE+LnUi9+7dw2AweGTD9NM8JjMhzGYz/vRP/1TwdjKZxMrKCm7duiWEg0I0i8UiOmVxcRGFQkECymazKWsxNx7eNPP5vAK8mKNCaybw3smYOg0ORtPpVIMQfz+pHm4+HEJqtZrcTQsLCyiXy0JY+DuoCWEuCQCdkih0ZMgZXSLkupmvwd4fukPq9fqBQcHj8aBUKikNlZva7Oys4uVnZ2dlz+S/53I5uY3q9TrMZrP+3efzYXt7W024tKAb7ci85mh7LpfLylPh4gmfNuDd3V0sLS3hwYMH6hPiIFqtVhGLxVCpVGCxWFQdwM+YQxaAA5ukMTxvOBxKl8NAvH6/j0qlIk0Gr4tGoyGxKgdkpisThWPaLN1A1NJQKMxhjsMyNUSj0QjBYBDVahXBYBDJZBK7u7u4cOGCtCUcbpjyyywe2rjNZrMKHMvlsqzPvC6NrqpoNIrxeKyGaa/Xi1gsppZypkPTFUXtkLFfaXl5GWazWR1CtPMzrJGhfRzgASiCwOjoI2VIFHU8Hiv48Zt9Hbcg+Gd+5mdgtVrxvd/7vR/5sbrdLr7ru74LpVIJn/nMZ/Dv/t2/O4Jn+OTr2eN0n5D1tFN5u93G66+/jnA4jOeee+7rkiyPeh1HlP94PNYp8oUXXjiSwjMKcb/85S/jd37nd9Q+G4vFhHKcOXMGLpdLokWWGXKAodiPp0+KbcmlE1rv9/uCsDkI0NVSrVZFFbA5mk4a2mE5XPCUzJMRs1Dq9Tr6/b6cQGazGblcTmLQYDAo0SZL/djOzBLFcDis7iUAei3UTVBPwCh4ZpKQiiEiRSszANy/f1/5JCaTCalUSroaalK4aWWzWaED5XJZG6dRY8RNnOFoHGCIbBCNYiEfxdHcdAHI5cQcntFohLt372Jubg6RSEQIGKkhIgMOhwN+v1+W88lkgmKxKNEw0SQOWsz04XXB58PNutlsot1uY2dnB9PpVAJkfidZOsnXRZSHzh/a4AHo9/Lfibx4vd4DIuh0Oo1wOIxIJIJMJoOzZ88CgOyu/LyJ9BWLRVSrVQ2p5XJZgxfrBag94vepUCggk8kIpTObzYjFYhIxEzUkCsVQO6fTqdZxj8eDYDAo7QQdTZ1OR7kzZ8+e1feJ6dQ7OzsS37Jug/dNIn5ut1t1Cu/XZnwzrscdMHnPeZr1a7/2a/j93/99/Lf/9t/0OSSTSaRSKf2ddDqNZDJ5qMf7B//gH+Dtt9/G0tIS/vt//+9PrGM8qnU6tBzjyuVysgK//8I4aT1BH7Tq9ToePHgAj8eDlZWVI4NU+TyZJmrUF5jNZhQKBcRisQO9MHSNMHmUIko6S8ibMyODGzJP3Bx6AChTg5H6FEHS8cHeGWa1EG43xrazbZeDEtNOg8Eg4vG4hI4zMzNqAOamQJcJy+2m06l4ZyIZxsoCtiFTv8Dny4A3bmL833A4jDNnzugkTBGuUaBZqVTgdrtFNfG9tVqtEvHyvSoUCkLCZmdnNawYT+tM+C2Xy8hkMrIek34jtRSNRmG1WrG7u4t79+5hcXERfr8fiURCFmK6W5aWlnDmzBmEQiFtgnTQcAgkysTrlbSWsdiPWT31el3aI+owAMga7HA4hFLQ7UR3FmkUuo2om6J7ijoSPjZpWl6bn/nMZ9QUHAwG1cgM7KeqhsNhFXQyp2hhYUHDBm32FMcSDZtMJqKuotEo/H4/MpkMvvKVr+DGjRsol8tCN5hNw+RnDjNEJ6kJ6/f7jwwPZAoygwBrtZoyj+hGA6DsHjq5aB0HoGvlKNuSP6nrcYm4rL940vWlL30Jv/ALv4Df+73fO/Dzn//85/Gbv/mbGAwG2NrawsOHD/Hqq68+9vF+9md/Fr/9278Np9OJL37xiwiHw0/8nI5qndJDx7AmkwnW1tbQ7/c/0Ap8XEPLUT3udDpFKpVCNpvFxYsXhQAc1TKZTCgUCuh0OjpNLy0tIRQKHWiuXVpawtbWluzB1KBYrVZsbW0dCO0iBcBTnNfrFf3BEKxwOHxA9Er0gnZPBtL5fD7dmCm+pV5lb28PiUQC3W5XgxQdKjw9VqtV0Tx8fhQo2u12OJ1Old8xs8Tr9SqAjRvJcDgUGuNwONBqtVQfwGA1v9+PwWCgygPe6KrV6oG+GtppAci9kk6nMRgM1PBMOow0AruPSJ/RRWLsyGGcPKkX0l0M72NIGnU6uVwO1WoV9XodS0tL+lxpoSTtcubMGTmCaJWOx+P6PBj4x0HTZDIhm82qQZni1tFoJI0PETUAQiw4uBnROV5jAA4EDfIxjKGFtGRzOCUVx5RYCqdbrZZ0VePxGPF4XO4hIkzGYENSKEz2NbaKU/hLkTApMaYbP//880pVphtpNBphd3cXDodDRZREvVwul2oPKALf2NhANBrV+0xb9NLSkjQ2MzMzopU4nNI5xEBDfh7UgNGhdxSI7Sd9Pc56fZih5Xu+53vwf/7P/0G5XMb8/Dx++qd/Gj/3cz+HwWCAz33ucwD2xbj/4T/8Bzz33HP4u3/37+Ly5cuwWq345V/+5cfSU7//+7+Pn/zJn4TJZMKv/dqv4YUXXnjyF3qE6/SqOeQ6LMLQ7/dx8+ZNRCIRXLx48QN/7rjooaN4XOpXptMprl+/LsvwUS4+z42NDXi9XlEk+XxeFAc1HOzf8fl8B1wljUYDFosFDodD2SvhcFiBWH6/X9QAhwmiKdTF0DZLjQVPj4T2OcjwVG081RMVYj8RRZ6kJ5ggSkswf6bdbisIjDetlZUV5aKQSuL/AvuoHfuFGIbH51WpVHTKZ6gdi/ByuZxO3vF4XIFqALRJstOmUqmgWCxicXERpVIJ586d0wZMkSYbho2IAC3DpArYUk2aifRQu92WkJhUAVOGicgwjTWVSqFWq+Hy5cvS6lAk7fV6heLweqBOjEnJHBqokRmPx0qa3d7eVrovh5FoNIp6vS59D6275XJZjieWOQLQtcDPnA43InEcvIwoSbFYlFOHdns6m8LhsJxKbPdmjg03e2N2jN/vx+bmpg4opVIJjUZDpZSpVErPle8Fs1RYGFqpVGTprlQqmJubQzKZ1Ge1sLBwIC6A6F+9XkcwGFSR5HQ6RalUwsLCAlqt1gEhMPUu1AqRvuNzehbrOKpOnnY9TtNymDTc3/iN3/i6P/uhH/qhD/z7P/ETP4Gf+ImfONTzu3fvHr73e78Xk8kEP/mTP4m//bf/9qF+7jjXKT10hKtSqeCtt97CuXPnHkulnFSkpdfr4Y033oDH48Hzzz+vjfk4hpZcLqdyPYr8JpOJauApZnS5XEgkEgoJ4yYTiURkMaXLZmNjQzdu/jyHDFJEHAQIT/OGzoJG6h4CgYBO6kwLNaaslkolvT/s6SEdtbCwoJsNKQu6msj7M6yLGyQ3bgoySWv0+31Eo1FZVI39Nb1eD5FIBA8ePACwr33pdruip5aXl2Wrpv4mnU6j2+3KKs7sF97MTSYT/H6/8mT4XvIUbbVa4XQ6US6XMZ1OD2g6SLlxQ5ybm0Oz2ZStutPpqC8HwNfpSYrFItbW1rC3t4fl5WVsb28fKOys1WrqzuHP0AbPzZZdO6VSCfl8XoNSoVDA3bt3hYxw4OXAOjs7i3A4rJMvETraqdlnZBRRM2/GbDbL2kvKkWgYNSkUf9Ou73A4kEql4Pf7Ua/XNdiyIJPuNqY2kx6zWq148OCBRMdENdi0zGubtGepVEKr1QIAfZ/8fr8oLCJodPDRcj8YDJTpwjwW6pQ4ALEqgvoqXgN2ux2lUklVG6QOGUL4LGPpT4rdGXi8poUatGex6vU6vvM7vxPNZhPf9V3fhZ/+6Z9+Js/j/et0aDmCxWbjjY0NXLt27es8849aJ1HTUqlUcOPGDVy4cOFApQDdQ0e5eJN/vyPE7XYLNqboNRqNSqRLLQWj6dkxVKvVkM1mEYlEDtzkSatw2GAkPu2+HEpopeZmZLVa0el0lOdit9vhcDikS6EGwe/3ayOp1+vI5/PY29tDOp3G4uKiuoecTqfEmbVaDZ1OB/F4HOFwGMlkUggQMzuYwcJSyEqlIi1EKBSS26VareLGjRtCGgKBgDYEZqVQI2O327WRer1eRbcXi8UD7cUM1Ot2u9rs6GqiRmM4HCIYDGpTZ6kih7tut4vhcIh8Pi/hMfUP7FCiwHVpaUnoCPUhfB4ulwvZbFafDYsMAej9dDqdsolTNFoqleRUYiBhJpPRe8QBYG5uDgsLC8ru4SLKZbfbkUwmpfeh1okUJpEoall8Pp+uYw5SDIFjIB4DE2u1GtxuN5rNJprNJsrlskSszAcyNjHzvSZNabfbRVORqvH7/Wg2mxrqOp0OYrGYWs4zmYxC9Fjqt7CwAL/fr+uvVqvJFUUqlcNfIBBQgnIwGFSitMPhQLlcFt1KyogIFxFIXkvPKk0VODlZMcDjNS3PsnfoC1/4Ah4+fIjnn38e//W//tcTM+idjE/uE7xGoxHefvttDIdDvPLKK+JrH7dOEj00nU6xtbWF9fV1XLt2Tafgj/KYj1vURMRiMZXt1Wo1oRHGcLlisahWY5/Ph5WVFcHLFPOyMZiC036/L9EpG5XJtRtP5TyJcoPjF5MptPl8XhA4XUjUkjB1lgMHu47o3mHPCmF9CneJWrDgjgm01ATQzst23OFwKJEjHTQ8ARtj01dWVkSZpdNp5HI5AEA+nxcV0mg0VHJIF9T8/LzC5C5cuKD8FZ/Ph0gkInif6BA3KyONxkGlVCphMBggl8sJJaEAmN+Nfr8v5w/pKafTiZ2dHeRyOdFIFPSORiNks1kNRRTh8hTPzJdUKgWbzYZcLqf3mNcNN3wOtBw+iTRQvMshgKnJPp9P9A4pP1KFFOlSCMtrjDH97C8i7Ugq0HgIKBQKyhHioM0KAA57RoSP/5AmYoIx/y6/Bxz8R6MRUqmUwu2Y4+J0OvVZZTIZ6bim06mGYn52Dx8+lLDW5XJheXkZoVBIriUGCna7XQ3kfK3UTTEQ0Ph+8Pr8uNdJG1o+qqbluNYf/dEfAdgvPV1dXUUsFnvkP7/4i7/4sT6vU03LIdejpsxms4k7d+7gzJkziMViT/R4J4UeYoaMzWbD9evXH/kFOi56qNlsCsnodDpYXV3VQFAoFHD27FkJO+fm5hAIBA7cdM1mMzY3NxXPz5wN/jfSFozpZ/eJ0TFjFGWWSqUD0fW9Xk8oBUPY6KCgtoKnWTqASO2QxiGVwWCw6XSKcDisPAwW9w2HQwlaGXo2GAxQLBZVVPjcc8+h3W6rmZeOlUajoV4dJgQTjWg0Gpifn8fbb7+NUCgEs9mMUCh0IAG1WCxidnZWlQBEmajRoO4jEomof4eUTbPZVJQ8URLWHMTjcbVd061C0bPFYkEgEBCtVywWlc0CAIuLi0IEgH0qLJVKIRQKIZ/Pw+PxwGw2o1wuI5/PK914e3tbRYAm035p4NbWlgbScDis0ED2WKXTaXg8HuRyObVF8zpiaCDrGwKBgAYXoh6keij+pV2dUfu8DhlWB0C0GlEVOqG4sXMoogiW30HSaaSYSK0yVO/8+fN47bXXMJ1OhUBRXEu6b2dnR/oXRggQcaTWZnZ2VqWK/JzL5TLS6TTS6TSm06mCBR0OB/b29qRtYgcRBc0UGc/OzqJarSKfz8Pn88Hn86HT6XykkMqnWSdpaHlc6zWpzGe5KP7/oEVK8uNap0PLU650Oo1UKoUXXnjhqS6qk0APdTod3Lp1C4uLix/q1T+OoYUbz+LiovInHj58iDNnzmBubg6JRAJmsxnBYBDtdhuRSESV7jzx0obrcrmULru3t3fgREu0w5jXQY3HYDBAMBiUZsV4QuWNni4NZsEEAgFZTmnRHo1GiEQi0uSwdZiFeNzgSUHZbDaUy2VRPbFYTKmzLLDjoETRaTwel9vIGFjX6XRkFXa5XNKqcDOYnZ0VbM/NmJoYPg86s4huUFAbCARUaDgzMyNaY3FxUW4SPhZpBNIqRJGI2nGDtdvtov2MyAa/CxQ6kxJhrkexWNRgydfNQDzSEBaLRToLm80miorvfzQa1eCxt7eHUCgk+3Y+nxclZbFYdH3w7zKJl24tXisUHDPMkPocJtWSaqOuZW5uThZqXsdM0eXGDuwfiOjMYQYQh0kieplMRpQYtV6tVgtnz57Fw4cPFYYXiUSQy+XUVRWPx5XAa0Q/WGXBsMBKpSL3ViAQgNlsRqfTQSAQQLVaRbfbxb179+QccrvdyOfziMfjQov4nlCvA0Clo263+5lsyidtaPkw2uVZIi0nSbBsXCfjk/sErfF4jDt37qBareL69etP/YUziguPch12wCgWi3jnnXdw+fLlx4YLGWPJj2oxHTSbzep0R0FiPp9HsVjEw4cPsbW1hV6vh7t37yKdTqNcLqNWqyGTycjJYoTPCYED0CmYGzp7X3q9HlqtlhJHmb9CyocDDIv4yuWynA9MEyVNZNRu0PJKumZpaUlUAHUOPBED+xtvo9EQwkOhMC3FtLQS4ne5XEohZb4NNztqe7jpM5+EmxEHFtIeDNmz2+0qnWTqbK1Ww8bGhjprWq3WAT3I9va2RKrcQBOJBGw2m5qH2aZNl48xKZWoBN1TbNAmOmVsciYixw1+Op1ifn4eCwsLyrzx+/0aHjm0zM3NKXyQbq7xeIz5+XlRebVaTXoh4L20Y9I9y8vLCgwE4dZvRgABAABJREFU3rOJk5ahiJpUG9uQWdrJ3BdShPV6Xa+FcfkswSQFx+8vhbDvT+LlMM2sk1qtJtp0dnYWwWAQm5ubcLvdCAaDQj8Ykkdhb6VSQTqdVks733tjphFRktFohGKxKJE36wWcTieef/55Oa/q9TpGo5HeT2P/EV+fx+NBIpGQruVZBJSdpKHlcetZalpO6jpFWp5gdbtd3Lp1C4lEAgsLCx9JmHQc4lbg8QjOdDrFxsYGarUarl+/fqjei+MQYNE+y5PE4uIims0mdnZ2dCOjeJWFe3QgsKTtwYMHCAaD6vOh1ddkMmnA4I2fp1+GwtEpRMqHIkZgf9ihEJGnfYoN6bJwOByyFTNPhZA7dTnMpKAAkXC/2+3G+vo6IpEIzGazqAo2NNP2yxCw6XSKxcVFpFIpLC8vo9lsIplMyh2ysrKijAYA2iC63a4anSkepeiPtBJdU7TnMriNFl9255COIp1A8TFpNG4Ek8kEw+FQNJLVapUwlBk6dCCR4qCWZ2ZmRqhZv99HPB6XvZ3vNa9FPjc6hRYXF1EsFkVlMKyQtOFkMkG9Xpe9nlSOsa9oNBrJHUQnEAspp9MpotGoBicOp0a9D4chALLgE1kjLUm3GQcJ6lD4nSWlwp8hZdNsNmUhTqfTQkECgYA0Wexj8vl8qr/ge8H3nUgQW5nZicXnyfZ0UlqTyQS5XA7JZBKtVkvxA5VKBcvLy9jd3YXdbkcsFtPhg/UK7XZbBZ5cFGoTiTuOe+Dj1nFH5x/l4rB/ut5bn4xx8wSs8XiMmzdv4uLFiwecNU+7ngU9RNHweDzGK6+8cqiB5bjWxsaGIHk6edhfQwEfEQsOGjzRBoNBOBwOlcoROaBGg84KiieZZ8JNCXgv+AyABJQ8xbJSgDQFRZGkPphVYbFY4Pf75dioVqsYDoeKUOdGxlMpT729Xk8uDZfLJSFpr9eDz+dTL45RzNjv95FIJLCzsyOagMm31FfQNkuenFUFLMXjAEVtgjE0jstI7dAR4/F4pD3hdU9RrNVqhdvthsvlkt5nMBjAbrdLrMnN2WKxoN/vK6GXiAb/v9/vVw3AZDKRjZzOItIZqVRKdB+1Fgxf4+utVqswmUzY2NgQ2gbs55nQjk3xcL1el72c6A+pNePzIeXGoYpaHqJwTAimVoZ6FH62RjEyizc56MzNzcleTv0Mk5f52vm5EiWy2+0oFApwuVy4dOmSUKFMJiPaFIB0LUShaHdm5g9FslarFaFQSNRbsVhEuVxGIpHAgwcPhOiQIuXz63Q6yOVySjzmd2h+fl5W6dFoJKSICCjfh497PU78epIWDQGn6711irQccrFl86gu9o9biNtqtXD79u2nEg0f9cpkMtjZ2RGXX61W0e/3kUwmNSBUKhVpLYgYUJfBTX17e1v5LTwxA9CNk6hAo9FQ9DppH7ow2OZLCJ4aDWoIuJEB7yFOFKbSfcLCPNqd2eXDPhee9Nkbw5s9hx8OXzyFBgIBbYgc6Kjt8Xg8+oeOHw5SoVAI5XIZsVgM7777rqgfbkp017BjiWFnbJw2huVxowkGg3L68GZPrQ+HXiOqQBSL9QR83xhI5/f7Zf/l50zxNZ8XxcocMEjbcINlDg/zdGZmZpBOp3UNbG9vYzweI5/P63Mi3cJsklqtpsHSOKyaTCZcuHABxWJRr4kDkDGjx263C2FiRQEAISpEPegm4mDG94P6KyKBMzMzB2gZ/pnL5UKlUkG320UikUCxWBSdyIFldXVVgtwHDx5oYCeq1+l04PV6NTQxS2Y8HquQkoNIp9NRVUQymcTdu3dFA5XL5QPuO9K1q6ur2lipx6JehUgUXzPRQYrjU6mUrouPa4A5KfTQYfJieMA5Xe+tZ//JfYLWUUKKH6flOZ/P4/bt27h69eozH1i4qH0AoPJAJoN2Oh1pNJiLsbS0JF0Kw8Lo3uCAQf6X6AFTOElx8AZBTQWHJsbgA5C2gyJC0hekgzjsUD/CWgFucNQbkKqp1Wpyz/C0T1ojGAxibm4OjUZDcD6wjwaYTCasra1Jq8BhiojTu+++q02ULcLb29sYjUb4sz/7swNFjwzU40mbVIlx0OD/cjByuVxCSJiBwhA3bsbT6RTFYhG1Wk1ICrCfDxMIBDSI8TPj5zQzM4NyuSzairZe2rVpA+fQyMGy3+8rsIwOJrqVOABwqG00GqL8WH/AQcfYeUMaj2WAdKrR1svnawwOpJuIuTJEONj2DUAOH16X7O/he2NErojMUKBMrUu73cbGxoZs37du3UImk5Huy+v1YnV1VdZ+CndZd8BB2W63y4ZM6odoEqmvhw8fqkiyUqmgWq2i2WwiHo9rmCEqxu+l3W4XFcRrl5k9vP74Gjlw2u12JBIJeDwe6W6azSbeeecd3LhxA9vb22rRPq51UoaWwzyPk+AeOmnrFGl5Rus46SE+7mQywcOHD9HpdD6wA+lZrGKxiFarhWQyeSCWnBsWA9fu3bsHp9OJs2fPwmq1Yn19Haurq9je3pargZZjWqcpjuQQYBRLkubg7yTKQAieQWEcTKiBIZRNhIbcvVFkODs7i0wmozRf6iuYj7KwsKDH4ubBqoJYLKaTMrNZ7t27h5mZGVQqFeWlUHvAmoJUKgWfz4f79++LnmF2SiwWk8uI+R+0ozabTTlSqDchJUCnFDdpCnGJVDDmnaLbSCRyYIDgEMjft7m5qU4blvplMhkkEgnROxz6mM7rcrkk0qTlli4gIlREUjgIAvs6HbqgLl26JNEy9R8OhwPxeFzCY1KG1I5QZMrP3el0CrWhBmQ0GqmegaiBkTrkBsNhkvokIz3WarVUBtrpdA4k6nLQy2QyGI/Hsl6zcdtY4hgKheD1ehGPx7XJE6FkwjFt/RRnU+Q9GAyUZ8SuI2qLAGB7e1vDXavVQjAYhNPpxMLCgtCRnZ0dBR5arVY8fPhQLdwM12NyLl8XhybSUTabDfF4HMA+SlOtVpFOp5VdFAgEEAwGj5TKPh1aPtnrdGh5Rus46SHe5G/evIlAIICXXnrpxKQZAsDS0hI8Hg/W1ta06VHcWqvVMBgM8NZbbyEYDOq1VCoVRCIR+P1+VCoViSqz2axO8BS+MrKeglye2rkRM0qd0fl0dbhcLtEfTAM1WqeJWPAEyWHIYrFgd3cXc3Nz+PSnP4319XWF5QHQgEXYnfQOByvG7nPj2dvbg9PpxObmplAoYD8EjhkX3OxIi3DQOHfuHNxuN8xmsxqQFxcXUavVEIvFtDHxNEuNDfNCuJFQaMs/Iw1G0TEDAZnRwBM+aSvawBcXF0XLtNttUU/G/Bo+Tw5aLDEkYkjHDpEUojcU1LLnplar6ffWajWhbABElXBopbOHabkcYpgvwqGLKbaVSkXpr9zoWZ7JXB/jNcjrjKFvDAzkc261Wuj3++j3+zCbzSiVSjCbzUoi5ntMNJCDPbVbe3t7X1cVQcqtVqvhU5/6lNxpRHoo7GbcfzKZxIMHDxCNRvX5A1A1RrPZFHVDZ9Ha2hquXLmC3d1doYyka+nms1qtqFarOkTwH5fLheFwqN9FmpXLZrMpsIw5NpVKBXfu3NEBIBAISPvztOukDC2PS8MFTt1Dj1qnQ8szWsdJD/X7fbzxxhs4f/78kVWIM4XzKL7sPCGvrKygUqmg3+8jnU7j/PnzyGaz6Ha7iEQi2N7ePtD67PF4sLGxoabhTCYDn8+HZrOp1FpuUhRaptNphaoxaZebFiHzZrMpbQJj9nlSJS1BrQpdPkQNbDYbtra2BMdT/8FTPDNgqGuga4dW5VAodEA8O5lM0Gq1sLm5qVAuJo0uLi5qQ6BGhIV0jUZDwWmkNYrFIkKhkDYjOpyIoDgcDoXXAVByLJ+nMZ+Gwxx1HxRVUuTL589eHqJaTK3lSZ5DpMlkkkuLTpV6vS59C9/PWq0mbRPD/HiCp5aGqcisZTCmElerVQ0MbrdbDir+DO3r3W5XnynRALqIiHZwwOD3gEiZ0QUFvKd5okuKGxM1U3ztHDz5+RhdXG63G7FYTKJbDk67u7sa8NLpNFwul/Qxc3NzEtOS9mERIwc/Y4dWNpvF4uIiVlZWkM1mMRqN1CdF6jESieg9ob5id3cXVut+y/rCwoLoRABKW+aAyNBEaqWGw6HEycbslkfdb4haLi8vKyuHUQiMBmA/2JOskzS0HAZpOR1aDq7ToeUJ1lHmlRwX0lIqlVCv1/HpT3/6SC924836o65YLAaXyyX6p1gs4uzZs8jlcmg2mwiHw7Db7eK76cqYTCZIpVKybrJTiG24ZrP5QPEfN3I2OlOoSWGqzWZDsVgE8J6WJZ/Pa5Mx3rjz+bw2c54CCbMznIx6BNIBHHR4gk8kEhiNRlheXpbdmq/BaDEF9ov4NjY2cPbsWaEcvV4P2WwWly9fxttvvy1qyiiwpDWcUfudTgcLCwsS7fK10gFDQebc3JwyagBIr0PtkNHFQBs6rch03DBwj+gYnTFEAKbTqSi4arWqrBwKk8+ePSsEi0LUZDKpaPnBYIBSqSR6jt8hI0phHBA4+HDoLRaLcpJx+Ox2u9LMtNttiaJJWTE3hggP6RaiPXxNHFg4OBBBslgsymFhpkqhUFCsP5vEOSzG43EVEhKdIm3H4cPr9R6ofygWi4jFYkIUK5WKGsHpYKtUKohGo7rGmFDMDZ/i3mQyiVKphH6/Lxs5AGXgkO5iNg8HUJvNptA9DpW8lokWdbvdAwMdu6MOs6zW/Rb4cDisw0mlUsGDBw9U7BgIBEQzf9girfus12Gs16fuoa9fz/6T+yZdRz20TCYT3L9/H/1+Hz6f78in86NEhlg2eOfOHdkzC4UCrFYrrl69qnyHarUqNINiQ24e3Ny8Xq8KF2ldZREf00iB/ZsuxaF8b8xms1JLKTa1Wq0SwvIkRHeTw+GQLXtmZgbFYhEvvfSSmnoZUDc7O4tsNotwOKwbupHDZ9hdu91GKBRSYSPTe5n6u7S0dMB+ypK6nZ0dRKPRA6Fo/F8W7gHQRsZhhW4nalKIhFBrw4h8UgEzMzNywtDxwWJL5r7wMY0DCS3NAFQ6SFrJZrMhlUodyGQJBAJYXFyUhqJer8Pv9x9AqajJ8Hq9oqWq1ap0ST6fT8+PGhUOuJFIRAnDtNxy8OJAE4lEUCgUhAoMBgOMx2MhbXQaUZBKWg+Ahi6WBBIZG4/HovJ4zWYyGTnIOIAZKxNIodBmTbQkk8mINuH1nEwmpcFqt9sqiqRTiMF/dK3VajWhMrTh06nGsMHxeIxgMIh4PC5HHQC5tPgYpHcmk4mycZgYzGsNgChACren0ymq1So8Hs9To8B0ozkcDiwsLGA8HqPRaKBSqWBrawtWq1UoDLOejOukIC2HHVpOkZaD69l/ct+k6yiHANJBDocDly9fPhbl/VE+X1Ib3DC5aSeTSekJms2mxIdEAGq12oGYfZ70KaJ0u92CskkPULNCmJpDBDNWGDbW6XRQqVR0GqbdmEJaj8cjUSw1NWycJmVCVwdLEXniZEkhkQtm0ywuLuqETvEvNSrcTNjnE41GFcdP4SNP/RxEqFtwOp0IhUKiOGKxmGiabrerrhsORA6HQ9oNanaISrETp1wua3Ogvdrr9coJQ3cT7dBM4iUdx5wOaiGazabSkLmhMlOHThNmoBBJ4qBRLpdRrVYVwU8KkXoJohter1d6DJfLBavVqveXdCGprmaziU6ng2KxqGuSVnim9XJY4UBrdJkB+zb5er2uziSLxSLnDSP2+TvpeiPdFYlE1A7f7XZlo7bZbFhfXxe1w+uftm/WRhCRpHvHaKdlJlC321UZZbFYRKVSQaFQQLPZxLlz5/Q9XFlZEZJEmjCZTMJsNmN+fl6x/iyf5PtJKztTgY29URQxcxA9LMJymMUeq3PnzuH69eu4dOkSrFYrtre38frrr+PevXtqMgdOztByWHroFGk5uE6RlidYRylmPSqkpVar4e7du7h48SKCwaC6d456HbUGh2JPBlI1m009/42NDYzH+5X2dJdwCBiPx3LrEFUiNUKqqFwuCz0wwqvcCHiapqV2bm5OfD0DwdgnwwGl3+/r1MrFUzFRHb7vLAykw4S6CVIpADQsWSwWiYoLhQIACBFYWFjAvXv3EAwGkU6n0el0EAwGFUpHWykTUIlmMLWVxY337t2Ty4rvj8fjUSO20RbOTh26q6zW/aZjprI6HA41H/O5GmPySUc0m00NXIzlp+akWq1KX+JwOKS74XvVaDRQLpcxmUzg8/k0LDEKnyWTpD84sF24cAELCwtCQIgW0V5stVqRy+VQKBQkEKadne8XRcq8DviZzs3Naehldg4HWwAHqDFjICHFtERbWA5KUTjpReP7ZjKZDtCWLPFkyu/Kyooej5+b0+nE/fv3MRgMMD8/r2GQwxKpSlZDlEolvdbFxUUMh0OcO3dOzikmTfO5h0IhzM3NodlsKoOGSBu/jxRPE8njwYR/h7QhDxnZbBaJROLI7ilc7C5LJBKiayuVClKplP4OnYrP0qBwmKGFg//pem+dDi3PaH3UL8t0OsXu7i5yuRyuXbsmMeXHmf/ytIvQeK/XQzweVyGi3W5HPp/H/Py8qA/+TrqBeGIz2m55Qm80GrLK8nTsdDoPRIkzbIt2X25KxhstT48szuNGRPEsT8KkLXiDJ1XCHiVSUgAU8BUMBjEej5HNZvHCCy+gXC7DZrNhe3sb9XpdJ2cG6SUSCekPgH26ZWlpCYVCQZofbhqk2HjqXVtbg8lkOuCmomuoWCwqrZa2cA4f1Bvw9zGjhiJvbmxEtbi5063Fz6dWqyEcDsNq3W8sJjLGQYHX1N27d2G1WhGPx6VPoaam0WgIYeh0Ouj1ekgmkypK5DDC7BQ+R6N2hcOL3W7HmTNnDljraftlejJt09T58LPn+8ZBhIMSkSFeG3RyUVNCWhOAhiSiUUY0h3Z10jR0H5EeYDgdSw8pGKdoNpPJSCxsDCTL5/MHNj2ibLyeW60W0um0bMW0+ufzeZjNZlm6OejMz8/r8MCDA6+DtbU1fZ9J4RBl4feLKEe5XEY0GkU6nVam0XEsUmREdkajEe7evYtqtYpcLieKzNiM/nGtw9YJnARU6CSt06HlE7jG4zHeffddmM1mXL9+/cCFbzabTzQ9tLe3hzt37mAwGMBkMqFcLsPtdutkbrFYkEqlDsSnA/s6B57ceXIGoJMURbF87Qw048/zVO7xeOB0OpUZQQicpXCBQECJniwOpM2aFmAW03FD52bndruRSqV0Gl9YWNDvpROCOoHLly8rrXZjY0OvhyhLqVRCMBiU06pSqUg3w7RWoiSsHODm1+12lTBKdISUBxERokDAexHzDAJjhQLD+zwejygvunu4ARHZo96Eg5nX60U6nT6QT8LHdrvdWF1dVY4KnSnUY8zPz8uybPz8LRbLATcMrwW73S7xNn+HUeRLdK7X66FYLB4YVEh/MAuFmyxfm5HGYRAenzPLB43aDwAKBCRtw8ZoWuY5+DCvhM48l8ulcETSWRaL5QBKQ50NCzoZ+w9Av4suK1KI2WxWyBlbs0mHAdB35+HDhwiHw3C73QiFQqJDSYmxAJSPxc+P1zfRIzrn+D4yVZpIYCQSkS6KA3QkEvnI95bDrJmZGVGmFKpXKhXcvXtXWp9AIKDXfZzrcUjLcQbsfZLX6dDyCVssbUwmk1hYWPjYfu9RDC3dbhc3b97E4uKiNqpEIiHtBTdhlufxBEsYmychnvY5HNBFQ6rC6XSi2WxK01Cv1/X7iYYYMzWMgl1uALlcTjB/vV4XRWM27xcc8ncbe3QYUlepVFQAOT8/L90Ne4roonA4HMjn8wpTowCUi5oGWrJpGb1w4YJ6eVwul4aRyWSCSCSiMs9sNovxeKzTMTNUmNsxmUwkAqXOiFQOi/PoNKGImPZs6lTu378PAIhEIggGg5hOpxiNRkq35eZN6o+BbdyISYXs7e3hU5/6FJLJpFqaGeRWrVYBQFqJ0Wikz4kDFBEMvkdut1vZJaS5iNL5fD4UCgVRHLVaDdFoFAAUxrezsyOEhmgGNREUMRuD+FqtltA3o6OJwyPt00QuqOciOmKslWBuEQdVPm+6l2ir9/v9Ghiy2SzcbjcSiYT0RLRu073GjZoN6dQvEc3i78nlcnC5XMr7Id1Kwe7u7q6E4xRXc6Dl5x0Oh4X4ETHi983hcKjkkYP2x7mI9vD763K5sLS0hL29Pem31tfXdTgJBALHIoY9LNJykjK2TsI6HVqeYD3ri6dcLmNtbQ3PPffcgebUj2N91KGlUqng/v37eO6557C2tiZqhvQKE1ptNpsEp7xRM6djdnYWpVJJbcwcYiaTiVqNSXnwlM0TMbUtPPXTlcQNmbQKRajGkzW5er/fL0EjtRPj8VhtwoTX7Xa70JednR0Jbxm6xtyPubk5RCIRZDIZBAIBuaX43HgS40ZFCmxnZ0camuFwiGAwiAcPHmgTLRQK2NjY0M/yuRARYT8QAA1Rxv4bahpGo5HeA95g+U+pVNLJlH+P6BnFmEbhJ6myQqEgd8sXvvAF/NZv/ZZcJxsbG4jFYkKZiBhZLBa88soraLfbQtxICY5GI2xubsJsNh/oYaIYmHQfUbLFxUV9ZhQ6GzdOoisLCwvavOlgIj3Fx+QgQwH0YDDQxkdUjZH26XRaVBDRL6I0Xq9X1mq6fmZmZrCysoJer4fd3V1YLBYsLCxgNBohHA7rGuZwQwSN+i0+Z4bYseZge3sb0+kUL774Ikwmk8TuxqJJZvcYc1pYBup0OoWqsLYCeO/e2O12EY1G5bLicENdC4cj6mdI5X2c64OEuMy4CYVCei3VahXr6+vStNFWfRSWaaOw+nQdfp2SZc94HQYCnE6n2NzcxObmJl555ZWPfWABnn5omU6n2N7exvr6Ol555RW888472N7eRqFQEJRNvQAD0ahPoK2RVlpqUYhU8MY8MzOjFly6StrttrpY6Bai0Ja9OjytGwsTeXokj09HktfrRb/f1yZqpFSMIkzqRxim5Xa7NZA5nU7dyFutlrQjREuIJIRCIblylpaWsLCwgMXFRQQCAQwGA+kQeNNjGB/psXq9LjSACAQRJg4sxu4nh8OBubk5CTZJMdG1wxM0aQ6iQUTIKKw0/v50Oi2Kh+8Fs1N8Ph8mkwn+1//6X4LjWWHw1a9+VQMLBcVGlwofr9vtIhQKwefzKUSRyAV1JrxeOQwwZ4R2X7fbLUcQ0RQGuZVKJSEoPGUzyZgaHaIMRGw4DBG9YxMyURvSUj6fT+m2xuuD1Bs1FkSBLBaLCjO5vF6vnhfpnfn5eVFQDAVk/AGt0dPpFAsLC2i322i1WohEIhraOQgFg0EA+4hSvV4XReZwOBTM6PF4NKRzSOQgztoH47VGipI6JP4dCsk/znVY95DD4cD8/DyuXr2KV155BZFIBI1GA2+//TZu3LiBnZ0dZTI97fP4sIHtMELdb8Z1OuY9w8WbyIchOHt7e7h9+zbm5ubwyiuvPLOL+GmGlvdrb27evAmr1apsFGPIF9M/Ka6l6yEajaJYLKpEkTQHURSj1ZNJogybYhx/tVrVkMO4cSIrHJioOaDtl0JQ6jx4ih4MBrr5EqYnbE4rZ6PRQC6Xw6VLl9DpdBAIBKSziMfj6PV6MJn226339vZQKBSQTCblqiGKQLGwx+NRNL3b7UahUNCJ2mh59Xg8oseo6eDGwM1kMtkvS2ReB5NoY7GYhjh+3ky4bbfbStJl6i4RGFrHmZ3CAYFoDd9PIlHcpMbjMdbX1zEajXD58mX9t2q1ips3b+Ly5cuyYfNkz+4cnnj5/kSjUTx48EChddywmZnCYddmsyGfzwvhIsIUCoVEg9HpRRcWB75er6cN1+/3SzTOa4juHyMFxcMGH4929X6/L3sxhyJm1rBXyGw2K7DQ5XIJ1WAuzXA4lIib1y4rHjg8GdGoQCCAWq2GcrmMixcvwuv1ajinJRqABOVGSzzRx8FgICqt3+/LPedwOISsUaBNdxnvb3QzEa2hdZ7/fJzrsLSMcZHqI8o7GAxQrVaxu7urw00gENB3/TDrcUPJaUbLo9fpGPcM1+Nsz+12G6+//jqi0SguXbr0TKfuJx1amB3j8/nw3HPPyarKll66GID9Ew2FltxwuFqtliBspnbS3szNOBwO64RN5wKpGGpFGN7Fja7b7aJQKEhYydM2k3WZtUF0gim8dLmUy2VtkkRAJpMJqtUqQqEQ7HY7crmcagam0ylSqZTEsYTMp9MpFhcX5XIgasFhjqmuPNUSneHARvs2Y+pHoxHS6bRCzai5ITrC38PNhZ02XEb0iYMjNTOkgIhkMKaeP8/NyW63a7P3er0IhUJCsijgZWcNtUoc3vr9vlKAjSF4pNWoZeLrpzaG1Bd/d7/f18DCgZJibzrASMPwvXG5XAc2UQ7QFotFibxM3iUtZzKZlGxMcW273UY+n8fGxgam06lSmElzUizM/yUF9X5nkjHPhbZsUm/sRhqNRho0zpw5I9s50Tuj66vT6eDSpUv6HKm7IV1F5xNdeNSpkAa1WCxCRvlnjBBIpVLodrsaomu1mr5LRD0p4uVgSyrx484hOQoEg9/N5557Dq+++qp0Y7dv38abb76Jzc1NuQE/aD1ueOK1e7oOrlOk5QnWUZ8IOLQ8qn2ZHRtXrlz50I6OR62j7Ani4o30MIvZMZcuXZLlt9fr4caNG1hdXUUul5PLAIA0JISMuUHy5sabIYsO6QCic4cbrdFKy02V2g2eQBmvTzeDkUKgA8d42iXi0e/3EQqFUCwWhfbwxstNuNfrwe/36wZPy6jX65UNmsmh0+lUDcbcKOga4ebEm14wGESn05Fbw+l0yg3EUz1pjmKxqJ9lpDqLIAFIYwC8Z3/lc6V9mEgQNzFSZtSjuFwuVKtVuYu4Kfr9fiSTSdFs1BhRHBsIBCRYfuutt0S5ra+vIxAIKAn5wYMH+NZv/VYAUC4NkR4OktSh0EIeCoU0pBizSwBIKE1tEkWx1CkwPr/ZbIoyo0MoFArJScYhk1Z30mGFQkHvE7NnmHHC0MRH5QPxmjLml5DKoVaG1wxpqZmZGX1+dNGdOXMG6XRa7jcO2cYCUKfTia2tLWm0qH9h1xDvQxRmc3jjZ0Lait8fUkW0uVNsS/qOiGS5XIbFYkE2mwUACcSJKD4Lqvuo740cXD0eD1ZWVjAajVCr1ZDL5bC2tgaHwyFBL+9HwOMLE097hx69ToeWZ7gehV5Mp1Osr6+j2Wzi+vXrT1XJzsc9yi8m6ZXHrXQ6jXQ6jZdffllZEdlsFm+99RauXr2KP/mTP9FQMBwO4fP5Dmw4dANNJhO5Z2j1NH7Jecrj6Z3akHK5rJMrN2SKeik2NWoYSK3QJUJXDAcNvo90ozz//PMS987OzmJ7exvJZFLdO+Tx+TpmZmaws7Oj1zg/P490Oo1AICALKjdawu1+v1+DFQsRSQ0Ye1aA97qm6Mxg5H80GtUGwpM4k4W56QDQewVA+gN+3swS4WAYjUb1OTAQjgJXtnRXKhUsLS3JPkubK5EXt9uNzc1NaZPC4TByuRx6vZ4aiK9fvy56hhQGB3cOtgCEqjCPh83LfC8Y9U+KgtfIcDjE4uIiyuWyECU6dUg9plIpxONxIWwcUB0Oh2zpMzMzKJVKQli48Y/HY7jdbni9XgX/EWEgUkNEcW9vT9cfX4/RRUc6it8V0pT8uYWFBayvr8s5RgSEwYIAEA6HVTIaCoWEvhUKBaUlMyvIbDZr2GGjNDUy6XRaNn7SjNS2FAoF0ZGZTOaAS46DE0XSzN+JxWLamHk9fxzruEPlZmZmEIlEZO3udrsyIvCQEQgETumhp1ynQ8szXO+nh0ajEW7dugW3242XX375qb9YxxEw97ihZTKZ6Ev5/uyYYrEIv9+P3/qt30IsFoPf78fc3Bzefvtt3eABHLAt8xRJ4SlPuBTNUlNBuoE3eabWUjPT7/f1vBlQRkqIjhqiMLlcTpsSY+QtFoui+8PhMFKplFCBRCKB5eVlVQhQv0Jrb6VSUWcQdR7b29uYnZ1FJpM5cIInikRBKsPN2PFDiy6TZIH9XI7l5WX9btJTLP9bXV3FZDLRaZk1Ai6XS/oRY/AXRaLchKkDqdVqmJmZ0cZEBwwrFiiUZVAXs2rcbrc2PqJQpEBYZsmSxzt37sBut+Nv/I2/oQJAog7seQoGgyiXy7qZFwoF+P1+NBoNxONxNUvv7u4C2NcdJBIJ2O12dDodfc50thD5IcrCDbRWq8HpdErIDEDCXmpQ+P0KBAJCtTjg+ny+A8MVB+jBYCAxOL8zdPYAkCbLGNlvMpkUtAhA12exWJTbh5Rjv99Hv99X/ouxqBKAfq7T6cDv90tHQySLwz3D44ie8IDBz8HYbUQRcSKRULVFNBpV1ACfk8fjUQM5KcZUKnUAgTR+r457fVw6GiYaO51OOdfq9ToqlQoqlQqGwyHC4bBs1cbnZQwJPF3vrVNNyxOs46KHgP0T5BtvvIH5+XmcP3/+I/2uo6oIMK4PG4SGwyHefPNN2O12XL169cDAQrHaH/zBH+DKlSs4f/68TqH8MrPojuFp0+lUX2ijFoVwNJGJer2OYrGIVqt1AJomdcC8D+C9jBaeSEkHEcFot9sHyheZdRKLxRCPxxEOh+HxeHTDJsVj7Eoi9TIzM6ONhjD5eLzf+8PTO4WxFPXabDZRHRyqCoUCdnZ2cOPGDeTzeZ3wSUGxI4YDGMXHRJ9SqZTEtxSyUqNBCooIBHUdDF0j0kWqiAMNg+9IixBJ4e/e3d3FZDLBmTNnZDWm5oZ9UhsbG/D5fMrfWV9fh8PhwAsvvIB33nlHwyg3Ygp59/b2kEgkRGEtLCzA4XDA6/WiXq+j0+lIw+H3+zE/P6/h1263o9FoSDRsRICoIaKIOhAIYHV1VaiLUTfDLB6iLvx8aWEGIDpsPN7vyyLVw+uQwwoHY6JD/CyYn8PrhsM6hwQG/Rkt7Pze0IrO7xaHeiIwRqs2W8NnZ2exurqq4dNk2u+WyuVyum54XQL7Yl2icOFwGLVaDYPBQNksXq9Xablzc3NYXl5GOBxGNBqVCJ/OOwroy+Uytre30ev1sLOzc6T3rpO06AQ7f/48vF4vVldXYTabsbm5iddffx3379/H2toaqtXqoeihH/zBH0QkEsHzzz+vP6tWq/jc5z6Hc+fO4XOf+5xE1tPpFD/6oz+K1dVVXL16FTdu3DjW13pc63RoeYaL6EU2m8Xt27dx9epVhVx91Mc9DqTlUY/ZbDbxxhtvYGVlBSsrK183bP3Zn/0Z/uIv/gJLS0vSo5w7d+6AJbfVasn1Eo1GFWTW6/UktqT+gI9BPQhpAOC9zhFSKNw0efOnFqXX6ymwjPZXChE5HNH6yZ9lSiZPto1GQy6aer0uTQ5FpUREODyOx2OEw2E16NJ6S1SHGxU3LmZvUBDMiP75+Xl0u110u1012lJP0m63Vb4HQCfjWq2Ger2uEDH+ww2SkD1dKKQ6uNG3Wi0kEgmEQiE5Xex2u5ALo4bFmI3CQDwOsUwgdblc6PV62NzcRDqdRjwex2c/+1kJq+/fv4+dnR2MRiNUq1U0m00Np7SG8/0nQkZBMIeHSqWigYc6Gg4HRG+CwaA0IiaTCRsbG5ibm0OlUlENAQdhvke8Lpl/w3j4TqejTYbUEfUf1JhwmORz4DBJLRV/hp+jseSQqMv7KxQymYzeb6JAzCzi95WUHyMGOGzTkg1A1Ck1NgCkV+HQR50PnULdbhfr6+vSPzFplxbwxcVFucYoOGZTeTAYRDKZxPLyMlwul+z+PHC9++67R3fzOqGLuqJkMokrV67g+vXriMViePPNN/Ed3/Ed+Jf/8l/i9u3beOuttz7wfv4DP/AD+NKXvnTgz37+538en/3sZ/Hw4UN89rOfxc///M8DAP7wD/8QDx8+xMOHD/Ef/+N/xI/8yI8c+2s8jnU6tDzDZTabsbOzg0KhgFdffVX9Mh91fVxISzabxbvvvosXX3zxkTXzmUxG1t9yuQyfz4dut4t6vQ6n04lYLAZgf9hoNBqo1+uo1WqCoxnzzyArRsATaifsbgy24gmWwkZy83RMlMtlbZztdhudTgdmsxmdTgfRaFRV9uVyGblcTjHf/X4fxWJR3SpM1A0Gg1hcXFQeDCPmHQ4HIpEI5ubm4PV6EYvF0Ov1lK/CzXI4HMrNwnA2ABqWms2m+pS4oUUiEfj9fqysrKj1+LXXXkO1WkWr1dJrbzQaAKD3iq6fWCwmESmHC1q8c7mcGnqN1FWr1VLAmLHJmuFY1C4A+2Lfd999F6VSSe8vg/Ho3tnc3ES1WsWlS5fwrd/6rajX66hWq6J+OLASSh+NRlhfX0cmk5HVl9cExafcnLkx8n3newBAqAERvtFohGw2C4vFgkQioWGCdNHc3ByCwaBQNA4uHBZ7vR7m5uYQjUYPaF3oLOKQQKqIYmcOHsb4fzqEmP9CGo/ZN0xW5udK0SyvX14LFH4yD4WDJIcC0kAUw/J95+fFgYSv1ZiRYzKZZFemK43/WyqVkE6nVbJIETrzcAAIMTNmA/H6IB1Mezhpvm/U9X7dIanF7/3e78Vf/uVf4h//43+MUCiEX/qlX8KLL76Iv//3/z5+53d+58BjfNu3fdvX6YG++MUv4vu///sBAN///d+P3/3d39Wff9/3fR9MJhM+9alPoV6vI5fLHe+LPIZ1qml5RmswGChX4erVq0dKPR030jKdTvHgwQN0Oh1cv379A1MdmWUwmUywsLCAfr+PM2fOKACOpzbqJyis5U3b+Htp5eSJj3wvT9EMdiMSQ+0KN7L3Iwp0HFUqFZ3O6QhidDlTTSmuJNJCnQbRjXa7jaWlJaEG1WoVy8vLCpzb2dnBuXPnFCQWDAaRzWYVnma0lDKUjK6pXC6HpaUl1Ot1hMNhDIdD5HI5BAIBPHz4UCiG3+8XXcNTOKm0cDh8QDzcbDbVqEz90HA4lK6BmyIXywRpNTc6XohEcBggesb3kqGApVJJgtA7d+5gOp3ib/7Nv4lQKCSR5uzsrILV6KxpNBoYjUbI5/PaAI2Fgyy+4wb9/vwaUmAUwDIwjmjJYDBAKBSSG4qIA5EoUlQc6ii+dblcKJVKuk5ZQEnnGj9PhupRN8TcFGM/EC3R/Bw4NLrdbg1ovP74GVAYTHvz7OwsarUa4vE4LBaL9CVOp1PZKBzSjXotPh8eDOx2u7KEOODw+gTe052RzmXEALVTzJehyJxZNNTYjMdjRKNRZdcwuoCN0LSPG51936jrcYJgq9WKT33qU/ixH/sxTCYT3Lx581CDXKFQQDweBwDEYjG1x2cymQPVL/Pz88hkMvq7n5R1irQ8wTqqwaJer+PNN99EKBRCOBw+cq3MYZ0+T/qYdNa89dZbsFgseOmllz40hpoFdP1+X06HdruNYDB4gEqhhZc2ZZ7uCK3TpjkcDhXjzkwQ9r0Y810Yjd5sNgFAj8/TLykDbrR0dfT7fWxtbUkcytwWak6GwyGuXLmCcDgsKLxUKqFarQpd4RBQrValK6BIs16vi7JptVrKrwAgjUc+n5cjpVqtYjweI5PJwOVyIRwOY3Z2Vlk1fH8I1/OEzaFiNBohmUwq1ZbuIm5SpMGGwyFarZbec7qBiBoQYeDG1mg0dJImVcffzxsxkQ1SB6TYvva1r2Fvbw/nz5/X559KpRQ+xo2NwwevOwpuiaaRpqH7hwMZ0Q4Oy+93og0GA1ERRPxodebP0rrs8/kQDAb1+pnH43K55LgxonsMRaTjie8FBc3MVqH+x2q1IplM6hoxohe8til8JpUIQG4q3jdqtZryX4hu0L1DBw9t4HSgkZIiEkgrNoWz7OsiBcvnzrTkVqslFA2AtDXMx2Fu0ng8lh2fz5c9RPx8qH1hThHpJaM9+KjW06bXPotl1LSYzWa89NJL+M7v/M4neoxnEd533Ot0aPmYVyqVwr179/DSSy8pL+Go15Nkqhx28aT9xhtvYGFhAaurq4/9MnCzBvZdFhT21Wo1VCoVFAoFxc9bLPsNvkYOnDQMBxaeSsfjsRxF3FyHw6GKAJmb0O12AewPT9ygOaBUq1VB69TN0IVCtw2tqjzRUythfI5GRIe0DMPz+v0+nE6nNpVsNotqtYp6va6gMt70i8UiqtUqyuUyLly4IEfVaDTChQsX5MQwWmstFguSySRGoxEikYjCyhjHT3qEAmMKWBn6VavVtIlxeOMJn9kb4XBYMDaj42mNps6C1wG1IDxBc7Pqdrvwer3Y3NyU/oJaGWpwhsMhEokE4vG4Nmifz4f5+XnpgGKxmGL2OXjRLt3v9+X6oTCULhij24rWdzq0jCgH3+/hcIh2uy1nD4crFkJyCJubm8PZs2cxHo81uDLOnhZwIhmkZIjmsO6BjjYO006nEwsLCxriZmdnDwxlFEMb7x08pPj9fiQSCQ2sfE1GZxQPBA6HQ4cJ5tgQlaH2hGnJjUYDa2tr+v0LCwsaYIhg0U5OMTmwjxTs7u6iVCrpuzGdvlfyyfeZ32e2UvOgcxydRMdtd36S9bjnweHvSVc0GhXtk8vlpHFLJpNIpVL6e+l0Gslk8okf/1mv06HlCdfTXvCTyQR37txBrVbDq6++qhvacQwtx0EPUVtw5cqVQ4mFq9Wq0mJJd5w/f16nvU6ng5WVFaEac3NzqNVquHjxom7IREwYykUe3phmStqIvTPGDhmehCnsNZlMci6QquEp0uVyyUbLoYaZGbVaTfkehOwDgYAsqjx5G0/LHLJIubDtlpoOY50BHSrtdhvPPfccQqGQskEWFhZgs9kQjUZRKpW04TAsjRsfLdSkP+jOIgUBQEMgT88AhDAYc3CodeHz4/tIyonOGZ/PJ3cO6QJuXoT5qVGhlqbVamE8HuPVV19VdP9gMEA8HhdFwNMwtTxEeyhe3traQr1ex+3bt3WS93g8CAaDaDQasm+Xy2Xk83kNnCwQpDWezqH19XUhCNSN2O12pTHTObO7u4tMJiP6zel06r8vLCxgdnZWQnKGwTHanQ4gUpMUWjNbxqj76Pf7CIfDB2zPfC+HwyHm5+f1OQeDQYTDYXi9Xg2nwHs6MQbfGQd+DsjUxBjzhThQUFPFIZyHAGqP2DMEQIgfvx8UtptMJiGIRj1Qv99Hq9USrcX/3ul0AEDaq+NARY46v+qjrMe9vn6//1Q5LZ///Ofx67/+6wCAX//1Xxc68/nPfx7/5b/8F0ynU/zlX/4lvF7vJ44aAk6Hlo9lMdLe7XbjypUrOkEc19BylI/LsDtmdBABeNza2dnRScpkMmF+fh6tVgs7OztIpVJwOBwKuqLwkZHhiURCMfQcXnh65wmMQ4TH49G/m81m2U7b7TaazaZOjXRe0H5LGodDBk+O/Hc+F7qQaAe12+3SQFAACexD9LR5GsPoIpGI9BAUEJMyof2WluG/+lf/Ks6ePausFw5zk8lEJySKQGldZSAZRbscTIiauFwuFRSSPiG6RNcVSxepPzE6VDgU8NROZIaCYwo2jVSMMRgOeG9Te/PNNzE7OyuR6IULF0QFsT2XQYL8WWpM/H7/ASqtUCjI4UMEi5HxtBjT0dVoNLC9vY3JZIJkMqnn2O12cffuXQlAqX2h2JTDHsPQGo3GgRTZ9fV1oXyVSkUaKB5s+FnQkk4kgwcKbvLRaFRUHJ1ZxtJBXi+8jhwOhzqU+HoZ1GZsK3c4HBpcOXQC+/cHup8oqKbGxvg8GCLHigIA2vDZDM08JOYtDYdD1Gq1A5UEtE3TtcTUaaPDie89rznj7zrKdVKGlsMMZIexPH/P93wPPv3pT2NtbQ3z8/P41V/9Vfz4j/84vvzlL+PcuXP4kz/5E/z4j/84AOA7vuM7cObMGayuruKHf/iH8Su/8itH8lo+7nUqxD3mVa1Wce/evQOR9lzHgYgc5eOyrNHhcOD555/HgwcPDv2zy8vLyGazWFxcRCaTwe7uLmw2m7QJzCIh5QFA+opQKKRTNW/y5PmZ30FUgZoXbpzcgEg5MRCMOSlutxvNZlNOJp5kjTkUDICKRCIS/NIRQR3K1atX8dZbbykPJRAIYDQawWKxIB6Po9/vK2TrzJkz2N3dFeV09uxZbaikYdxut4aYarUKr9eLTCaDcDiMTqeDSCSCTqejqHVuSh6PB5lMRqLT8XgsFIFZKgzZMzpTqAvh6Z4wNMWXpDM4wHDTdLlcouR44qZDi78TeK/DiEmz4/FYgyYF1QwBLJfLCo6LxWIHhKQmk0n0DSsOyuUylpeXUSwWYTablepKtKDf78tRRF0QAFUwxONxbG9vyypOLRK1KBwKB4OBrjer1arBPZfLwWaz4fz580rVJW3T6XSETtGazSGpWCzq+ppOp5ifn9dnw6GS4mZG6BvzgEg1ZTIZNJtNDb7RaPQAbcn3ntfXdDpFOBwWSjgYDIT8AZDmx+12a0imG4kDJ+lVoorUkA0GA7TbbQmvnU6nUCJeM6Qy6/W6XHtWq1XWdx4gJpOJhlGn06kh6yjXSRpaHvc8DpOI+xu/8RuP/PM//dM//bo/M5lM+OVf/uXDP8kTup79p/cNuqbTKba3t/Hw4UNcu3btkTHVJ5ke6na7eOONNxCNRnHhwgWdog+7eDN97bXXRCPUajXdlKgtoSCRjz+ZTMTHUk/AGxxvfFzGzhTgvRsSaQyiB4VC4QAlZKQb6OygeJQ3cG6QjJcnNE/Nx2g0wsLCgrQptIrSAsoBh7oX6gzYE8TenDNnziAcDiMWiyGTyaDT6eDmzZsS0RL1YfkiBaX8jIgucSDi5kc0g31EFotFQwWHK9JmAIQwcYMhUsUyRLpi+PMUTVM/w8HTGErHAYDvV6VSUQturVZDPp9Ht9tFMBjEYDAQ5ULajQ4WxtHTgRIKhWCz2TA/P4/xeL9qgdSIz+fDxYsX4fP5sLS0hIWFBb12WurX19dFoTEHhxs4Bz5ax6lRyWaz6l9iLk8mk1GiLgcVvld0Y/FaZL7P2bNnpQ2iY4pDDH+XUZDe6XRUJcDcl3Q6DbPZjPn5eYRCIQWW7e3taVBpNBpwuVyiPXu9ngopAQgBof2Y3xtj03QikRDdY7VaRZV2Oh1l+vC7S+F1oVDQIYDvn8lkkpao0WgoE4nfPTrOOPySnnxUjMJHXSdlaHlchD9w2j30QevZf3qfsHUYTct4PMatW7dkCf4gFfxJpYfK5TLefvttXL58WZHaTzMIWSwWPP/88zrFU3i5t7eHeDyOwWAgNxAdEbxpu1wu6UV40qeLiOLFZrMpC/RwOESn09HvIC/P0wrhf4qD2fZMVIXPF4Di6WlH3tvb07BA9w8bioH3Uk5rtZrC16LRKAKBgE69tFuHw2FsbW0hGo3C4/HA7/cjGAzC7/cr08Pr9aJUKiEejyvALZlMolgsHtAOsBiR0Ds3HLfbLXcHKQYKqdk1xBsmBasWi0WoF2kns9ksUSlTTqkZokaIsfh8LA6ZxtP6xsYGRqMRzp8/r1qGBw8eiBYDoKGSm57RmUIag9ZfbmosNCyVSnIShcNhWK1WDSyrq6uYn5/XUEOaxOVyHdAb0QrM30ud097eHt5++230ej3k83nUajX1RrlcLtFpwWBQwyDrFFqt1oH3iYm7RJtY70BkgfZ/DjJG7ZPf78dkMkE2m8Xc3BwikYhcTnxNtIqTOvT7/UKNOOAas2T4OXPw4yDbarVw8+ZNtFot1Ot1hfoxnZrXBADRbESBKLxmJxEHKKMTLZ1Oy9bNa5G0F/ufjkOEC5ycoYXv94etpxXifqOvZ//pfYOtbreL119/HcFgEM8999yHfkGOw+UDPD3SMp1OsbW1hc3NTbzyyitK++RjPukgRIojFAopiIvhaNxgyWVTQ8KgKTpajBkq7NghjG+xWHTqYx4Liw65ufKmyJsxtQIMTeOQwfRafib8+06nUwm6HHzI84dCIUWOz87OygXDYYhptKlUSnbr7e1tPPfcc3C5XHKMANBgYTab1YjLLBe3241KpaLYfqauEkEgckXEgwhWLBYTDUPHkjESn5ZX3hhJ9dB9w+dMHRMFz0TEuPHwv7HIj6hBp9MRbURxdCKRgMfjETpE2oqfMS3Vfr8foVBItQmsgyAKZ8wvId3W7Xbx9ttvI51Oo9frodVqyWnE7pdoNKpUWm60REgcDgfm5+cB7H+PC4UCtre3heSxaoHJshTgkvIgMkIq0Ofz6Xqh1oT0T6fTQS6XUzEmET32PlH7wWGXyb8zMzOyKMdiMdn/gf0Bgs+L722320WpVAIAOeGMomvgvQ2UNuNQKKTBgfQOhbTUf/E7ZLFYsLi4eEC0Pp3uF06yyoDXG+3htDRToE+kky4wDkTHsQ4zLHwcy/j+f9Ai8na6Dq7ToeUIV6lUEkLBm9+HrePIUwGeDmkZj8e4ffs2ut0uXnnlFQkvuZ5mEBoOh1haWpJNtdPpKH4/FApJT0IagWJSDh3UidAZsbCwIDSCp1Vj2ZwxVI6bPS22hNm5iRBZYAoxszSMLg+6TehgYtmdyWTCzs4O3nnnHSQSCdk8WSJoMpkwNzeHc+fOwev14q/8lb+iE+qVK1d0CqUIl4Ntr9fD7u6uqKlkMqmbOQWgHPSoLeAGxLwfCmeJaLTbbaFVpKiIJjCXhQgKkSx+1gwjc7lcQgJ4ina5XIKvuUkWi0WdqOv1OiaTibQYs7OziMViKJfL0iqMx/sVFtQWTSYT2abZfEwExSjQ3N3dld2dAXGRSORAO/fGxoYSXiORCGw2G0KhED7zmc9gfn5eAXDGTJ7Z2VmUy2XRUHT/jEYjrK6uwuVyidohIjAYDCQE7na7KoZcXFyUVZpDB7Ugc3Nz0o+k02nZfqkn4WvlkEnnHi3LPp8Pfr8ftVpNqCQdWHSicYCggJ3Bi3TmUDTMgwm/20w+drvdQoDY4UX0k0Oez+cTCma0wRMh4nd+e3sbxWJRw1ilUkE2m9X3kIcP1jhwSDyOdRha5uNYh0F8TlueH72e/af3CVuPooem0yk2Njawvb2N69evH0AoPmydFE1Lr9fDG2+8Ab/f/4Ho0NNYvS9evKhG3VKphGAwiFqtBo/Hg0KhgFKppOdKmJo3QjqC6FTpdrvqsSEEDUCnvkAgoNMsb4a8YbPMkK4hihwdDgdKpZL4fZ68eQrijTSfz8Pj8SjufGdnR8+ZqIvD4VBrMzUunU4H586dQzabRTablYaGwypzYliwSCcIb/7r6+vodrvS1CwtLWFmZgZOp1Mtv3RoUDBL7Q1pAp5eiTYA0KZAzQFFrHTCcHghAnLhwgWJKxkvT/SK+hPqQjiI8v1jdgwdNLFYDCaTSS3AFotFLjIj+kNaoVwuK3yNIluiMSzZoyuKwXrU0WSzWSE+brcboVBIGzcAXLp0CR6PBx6PR31Qs7OzEqqSBnz11VdRKBSkzSHtRWrI7Xar0ZodSNQIcUALh8N6bhRDMwEY2KfWGNqXz+eF/HFwJM1Hmo4UC68NvubZ2Vm43W6USiUl9vJaNb6PvGYAaNDhoYJoUKvVQrFYVEUF6SN+xkYrNakx2qSJlJIyNKI0dHbZbLYDJaVGUf1xDRYnhR46DNJySg89ej37T+8TvkajEd5++22MRiNcu3ZNp5DDrJNAD9VqNdy4cQMXLlw4EPF8VCsejyOTyUjo6vf7tRlXKhUNHMbQJ8LkPp9PVEK1WtWwUa/XhQgweIs3TeOmZLfbpbcgl8/TK7Uz5OeNokQ6I3jDZ0/N3NwcisWiNCTdbhdnz57VoFEsFpV5wdeUTqcxnU5x9epVbfLGQYObM7BPseTzeUXpRyKRA8/JmKvBPA1jCzZFwRQ312o10UcUl1LXQOs06Te6VPj+8TmSGnM4HAgEAhoY+bt5DXMA4qbk9/vh8/mkJ2o2m0in0/o8uDEbB8bJZIJEIqG0VpYBUlvB6yOdTsPr9ar3p1wuI51Oi9KhJohZOoPBAOl0Gmtra7hz5w4ASIsTCAQwMzODarUqWqzb7Upz88ILL+DevXt6v8xmM0Kh0IHCSLpqqIUBIGqEyCKdWsyAIQrDz576IQCimag1orib4mqTyYRAIIBarSa6yuVySWi7sbEBp9OJ1dVVWZlHoxFqtZo+15mZGWUmEdWiYLfdbiMWi6lzicMZdT+kXvlcqNmr1Wq671Cnwv9PlxbTpYnkclDvdrtyDx6XqxI4OUPLYZ4HDx6n6+B69p/eJ3i122288cYbiMfjuHjx4hN/GZ41PbS7u4u1tTVcu3ZNLpGjXgyaajQaWF1dxfb2tlAGJpymUimJL4H9Gz7trjabDY1GA6FQCLlcTkJN45BCRwRP6oTASWVQL0KKh0VtdMlQWEmkga4IvpfMa6GIkgMBHS7U25BaYjBbqVSCyWSSJZc5LaQ7AMgiS4cTQ8FIrbBvZ3Z2VrQE3yv24HADpN2VpZBOp1OuEr4uOoQ49AE4EOzFYL9Go6GNh6gGs2M4PJDO4GbOz4uBfxQHc3FIMWbKcAhiqB/RNHYMvfvuu7h37x4qlYoC4hYXFzEe79cCcHjzeDyo1Wrw+XzY2trSNQZAdngKV0m3eb1elcYRlWu320in00JMNjY2YDabEQwGlTpM8fNkMlETOG3ITBsmxUcEi0nIpOQcDscB0S1Tay2W/SoHYxmhyWRCMpnUgMLPkw6kTqejx9/d3VVgIlOUOVzwQMX33fi5cDihwLlcLiObzWJ2dhbJZFKfCf9Oq9USPVir1RRAZ7HsJ1tzAOr1ekLUOLB4PB7lH9Hq7Pf79fgcio5jnZSh5TBIC4f503VwPftP7xO68vk8bt26hStXrjx1quCzymlhOm+9Xv9Qd9NRLOaisDeHeRzMJGGYlsViUWgYRbnhcFgowvb2ttASbgjcHHgjouOCr4fi31AopA3WWFI3nU7h8/lQr9d1w2UkOW2YRvjb4/Hg4cOHaLVaOH/+PCKRCC5cuKAmYQDa/N59910kEglcuHBBmwJ/fy6XQ71eRzabxd7eHh48eIBut3uA1mm1WrIBj8f75X3ZbFaoEAXMdrtddA51M71eTzk07H+i6JfCTQ4bpMtmZ2d16uXvI/pE4STD0YD3hi2jO4U6E4pFOSjw93IgYl1DKBRCPp9HNpsVkkIaKRAIIBqNYmVlBbOzs2i1Wrh37x62t7dVP0CLOa3gzLJhLw+RNIfDgbNnzx5IfB0Oh0ilUtqMh8Mh7t69i+3tbaEo/X5fPUFOp1NR/dzg2U21ubkp9CmZTAp1Y5R+MBjUcEZU0JgQS0QPgBAjl8ulaPuLFy8CgMTgXq9Xmiy637rdrlxaFHMThaTWiUMxaUXjtU6UrlgsygLNWozNzU2MRiMUCgXRP+z+MtruiS4Vi0WMx2N1q3k8HvV09Xo95HI59SIRoWPJIsMhje3XR7lOytByUp7HJ3GdvmtPsdbW1pDJZHD9+vVDJ8Q+ah1XB8aHDS3sD3K5XAfSeY9r0a1CVwqD3crlspwJ3DwHg4E2YYZL+Xy+A/H4JpMJkUhEtle6kHgDZsgahxmWsFGgCUCCVEahM/SMIlcW1BlzJMbjMb72ta/BbrcjGo3C5XIhHo/DarVqOJmdnVUYXDwe1+ZIPQI3c74v3AiNwXbhcBjNZhOJREKuKnY20ZJMsScpFd4AY7GYHEBMTDWiDdxo+B5wIKnX66IIOHiw3JEbCT8br9cLn88n4S+pH7pJjOFyxkTcwWCAQqEgkatxiOKQRRvygwcPsLu7q3RVCkC9Xq+uk2KxKH0GtVGk5/j+DAYDfVbsybFarSqU3NvbU15MsVhEp9NR9gkAIT+RSESZP3R4uVwulMtltYHzumHPVSwWU7IxY/0DgQDsdruGGAqiSZOm02nl3lSrVVUTcAAh9ba2toZ6vY5er4eNjQ1l6rCryejEMpvNSq/lNc+gRQ75RHA4JJfLZVQqFbRaLQmj+dnyu8MwOQ6jrE8g3cZASACixIie8eBSKBRQqVQkgubvMYYUHvU6KcPC45AWvv6T0pN0ktaz//Q+YWt3dxcWiwUvv/zysarcP8r6IHqo0WjgzTffxOrqKpaXlz+WL8T6+royKfL5PIbDIbLZLMxmM1L/P3tvFmNZvmZ3rTgxnBNx5vmcmCNyqiGrKse+YGiwabVEC0RL1hVti4eW1S0knowlpG4xCcSDbSyBMM9GuhiEBX7oRsYC7LbdFm63asyxKqfImOPM8xRn5iH0+2pHVVZmZGZkZdbt+KSrupkZcc4+e++z/+u/vrXWt7trAtGJiQnr9dOu6XQ6KpVKtlihmSD9E0stWoxWq2WuBVpEPGCr1artmmktdTodRSIRtdttpVKpY/ZqRKMID9FPNJtNayHs7Oxoe3tbpVLJtCX7+/tKJpMGMDgW7MMMY2Q209TUlE0MZmwBrSiv12v6HULESJBlR+rUAo1GIzt3ABoyVbrdrkXzs0CgxXFOQHYuNrA0tVpNk5OTKpVKkmSAztmqwIoNA4MLhEXu8PBQqVTqWJ4IziTGPHg8HosKQAuD84vFbnFxUf1+X+FwWJlMxkDc5OSkVlZW1Gg0lE6nbWDlrVu3LImWKcTMpYJl4jrA6PC5ELA6WyyE3yGcBrCgM8HFxoye8XisQqFgqcwkEQ+HQ3MfNZtNY5sk2T0LOzM3N6enT5+qUqno6dOnajQa1j5kqOKHH36oZDIpt9ttwmbai7QVAbrOycEMKIRpwfVFixL9UyqVUjgcNvbTObSRTQGsGhsI9GC0ihgaipiaRODd3V3t7e3pzp07Nrz0z0JOy7twHD/FOjtrL1nLy8snmnD8NutZTMv+/r6+/vprXb16VdFo9JVf+2V2QE+fPtXCwoLtohEBrq+vy+12a3V1Ve122wYE0oY5ODiwdE5+BwYCdwS7ZkK+WGDQrCDoY/GjBcCcFMSTzLZBF+NM5URXAMBhN9lqtWz6sXSUp3Lv3j07vmQyqUQiYRR+sVhUp9NRpVKRdDR8klAu2mH8m9NtkcvlFA6HzYGFPgInB0F0iCqxbdO26fV6NgOKBRWWAOYKYIWegrYb/wPkEGSXzWZVLBbl8/lsWCBhbSQXoyfBTYMG5/Hjx6a5wXKM4PRP/uRPbEhlJpMxoSbRAQTS5fN5a9sBGFg8GdNAqBuOGNo4w+HQWh4Ae8ANjAQWXl6fa4yGCecOYm1aHmhUCD6EeULECiCUZIs+qbqlUkkTExNmnQd0kET7+PFjY8C4LoAPWBwAJvcy7JQk2wwAzJwOM0l2jmBVyuWyBUNKUiAQ0MbGhg06xFXWarWsLVSv1xWJRBSPx20aNmAVjY3X6zU7N3bsarWq8+fP64MPPlAqlbKQxgcPHujhw4cqFounqvt7V8DCi5gWWsln9f06mz30kvVTuJGcTMtoNNKjR4/U6XR08+ZNE5i+SqFzOOk5ODw81IMHDxSNRrW3t6disajFxUWlUilVq1UVCgX5/X7t7u7q4sWLNhtmPB5be4OdbrlcVjweV6VSMZqcADREoM6BcYhOoedzuZyWlpbM9YKolv7+zMyMiXO73a7ZigFAhJl1u10tLi5qa2tLwWDQpvWS8cLYAJ/PZ4Mfob3JNkE/0uv1lEwmbXYLQwgrlYrZghG/Ep9O3gwtj2QyaXksLJaIgZmcTbQ+TA0ZNKVSyXIr+AxoLZxtIdo4MDRYbAngY0eeTCaNdQBEci1w8xwcHJh2BefPzMyM0um0KpWKLZjYpCcnJ23SNfOr9vf3bfowrzM1NWWsAuJjLPPMzoEt6fV6ymQyxtShZwJEcf4JoXMu9ru7u8faebFYzEAH7BW6IiYdo23pdrvWenKOe0gkEioWiwZcnPkl5BU552XRMoVJ4/7nenu9XgtR5LjRMBEQyPeEdhppwltbW0okEgayaIMB+NAw0bbjeiMwhtVicyDpWPBcIpGwdvDOzo79DKCGeUrkJ5VKJW1ubhrTxsTsV30Ovyug5UXHgWngrL5fb//q/cTqTYCW0+7fAi56vZ6++OILTU9P68qVK68FWKSXs2hvbGzo888/14ULF7S1tWUsBRHnkiy+P5VKWXaF3++3HTfZKswvgUVhSB1WVYKreJDjeKHNAZvDDp8FmdksExMTFskPaGK4G4sWO0ScUO12W8Vi0eLayaSgBdHv93XhwgUdHh7q0aNHOjw8tHCxWq2mer1un4UWgcvlMiEmO07n9GFYDMYM+Hw+lUolo+VhpHBmkAiLnXU0GtlCjx6FPBDEt2h4YIlgFGi1YUeWZCwY15IBg+wSnbOjsChPTk5a64vBmaSjkphKIFmxWNTOzo6NZuBarKysKBAI6OLFizYuIRAImIiYsDNn+2lubk7pdFrxeFz5fF69Xk+pVEo+n8+maZNC6xS60pakVUmOTK/XUzweV61Wk8fjUTKZlMvlsrEECI1hyNxut+WkTE5OmnaF7B4WfzRZABeA42AwsFYhn4mRFuiaAHzOrJzRaGQDJ2GoGIbJsEbntQSUuFwuE4jDRNGS/S4bB5vCs4H7hu8zguNYLKZ0Om3XiEwgjgFQRPsqHA7r/PnzunnzprkzNzY29Nlnn70yC/OugJYXMS3cB2f1/TpjWt5yOcPQTqtwC6BfSSQSp/K6L+N2unv3rpLJpGVczMzMyOPxWB87m81avzyTyWh+ft5SX+fn59VsNk0Hgutibm7OAA8PH6j2YDCocrlsgxndbrctFjAbuEyCwaCKxaLtVHlgVyoV6/vjVIIl4CHPAxidA38HmO33+1pcXNTU1JTy+bymp6eNTUG0CIChJcFiC/1fq9UMGLAYsWDT75+fn7csGfQlaAcQMxME5xx/wKIJgBkMBkqlUkb5Y8t2JpyyW0+lUspkMrbzJ/sFZoVzBjtGxorz7xuNhhYWFlSv1811V6lUzBYLSGo2mwa+PR6PLl++bLoiBkAWCgVdunRJe3t7WlxcVLVatZ0+zAluMVpgd+7csWsC64AbCXZjbm7OQuS4XhwHTNf6+roN/4zFYjZGgnYlAxed320E3yz8aKsY/wAoBpB0Oh0bokmoHIACQD4ajczWPzk5qd3dXWsN4gIin8eZ1cOGAT3Z1NSUyuWyarWabRAAN2hs0Negy+G+AsQDVEju5XsC00IgJPofjpHvKq3aXq/3vQgGj8ejhYUFLSwsGPB3sjCRSETRaPSFLMy7AlpedBywgGf1/Xr7V+/PeJ00U+VlCvvgxx9/fGqARTp5rgzg4eDgQLOzs6pUKorH42o2mzZo0OVy6cKFC9rf35ff77eAMILcEG3yxV1cXFSz2dS/8q/8K1pYWDAr5XddQGhQWCir1aqq1ar10ScmJmyxoX3Bro+dK5ZUdBfT09MWJEZLiYCsqakpm2uD4BhLN7tdWkjtdluNRkMPHjzQaDSyYYwE0QWDQQMZtK+YkUTGRTAYtORZXsPZDsKGKn1rG0Xf43a7zdHz8OFDjUYjLS4uWsuERZbFiiKrhoGQ9XrdAAUuGGeujdMWjQOL7BOfz6dsNivp2wX+gw8+sDbacDg8JswejY7GCXz55ZdqNpvKZDIm5CRJGJstQzeJ22d4Ik6Zzz77zFow/X5fkUhE+Xze3FrYmZ1sGVOgw+GwMS6BQECbm5vWQuJ+4ZidQmhn2jNCbOf05kQioWw2a24mslTK5bI5e+bn582+z3vRIsU2TEYM7I5z6CAT0nHI8b1i+Cf3Pxk4sLSI4NHAoQNzMm98HgLrCKeDQYRN49mxv78vt9ttc4d4VgGE+D4/z+RAWJ2ThZmcnNTTp09fyMKc9gbxVetFTMvZ3KEfrjPQ8pbrNLNaxuOxHj9+rP39fZsZcpp10mP94osvlM1mFYvFdPfuXaVSKblcLkUiEdOp1Ot1ffrpp8eGqUGz85CPRqMmSp2YmFA6ndbOzo4ikYiFnfn9fuvxV6tVYy4kmYaERReRIVoJ9B3fTSuFdUAPAzOCmJWQsOXlZdOrYNWMxWJKJBLa2NgwJgYbdL/f1927d00fghuFY2LhKZfLWlpa0qVLlzQxMWHWU+kIkJZKJeXzeRssKMmmcbNw9vt9s1MTPkdaKwMFmRvEogyoYegdheAS2y1CTu4x2i+E23G+AZDVatUmWeNUguUBOF66dMkyRGCFyM/BhdTpdHRwcKBsNqtyuWwi5263q0wmY1OwWdy5vvv7+9rZ2bHkX1pNjx49shA5PmO1WtVgMLDFE4CWy+XU6/W0uLioWq1mAWq0TWCUaKc4gSaMF2zMN998o+HwaNgiYYvpdNrYEIYWEqyITds5tTmVSml6elqJRMJYNkk2lRnHlyRrAWJ7DoVCxiQR0Ef7k+N1amScrjImNtPawQZN0jKbAZgkNDc47NbX1zUzM6NEIiGfz2cWadxabEBeBljAwnz00Ue6ceOGEomEqtWqvvzyS3311Vfa2dkxduunwrQ4M2vO6ni9/av3E6vT1rScFtMyGAz01VdfaTwe69q1a29Ee/MyAGt5eVm7u7taXFzUxYsXzeHg8/m0sbFhLhBszD6fTwsLC+p2u0qlUjp//rxGo5G1AqSjL/Lq6qqNA0BIKMl2vfwbibCxWMwmMgNmiM9nAYCZYcIuizN5IoAoXC1EnJOiC0CYmZmxfAtyQqrVqvb29lStVm3uUjqdPpbqS0Itu8CPPvrIZtKgaUCXsrS0ZL/L+YvH46b/CQaDZqPGtQJQAKggckWfAotEKwBdi8fjsYnCjUbDhL4cM20rWDGYGpgtQsNYvBBBVyoVE2Sn0+ljowRWVlZ04cIFm56MvgaARQuC1F/OP8FxMF+SLEdlNBrpww8/tJEQs7OzNqgRZxMx95OTk7bATU1NKZlMqlqtajweG/AASNGG5R5lEWezgC4BUD4ajWz6sc/n04MHD0zDgdXaKQan5bOxsaFKpaJGoyFJNnQQlgg9Fq0j7M0IbgEF5PSQUkyLhoGNsCHOdtjq6qoxgbjqGDnA9eCeAhACmLC+M4eoXC7r6dOnKpfLJnjmvmfDwHV8nWeUk4V5//33j7Ew1WpVtVrtjSSRv0y9iGk5aw/9cJ1pWt5ynQZoabVaun37ttbW1l45nfckdVLQ4kx2/eabb3Tu3Dm5XC7Nz88rk8mYfblarSqdTlsEPrv7hYUFZbNZYyKcTEW9XjfNBL+Xz+ePzQcC+KCFSaVSxobwQG00GpanwXwWaHHcIexQnWm68/PzluKJ5VQ6cj/gDGm1WhZLL8mi33Gv0Hpi8QM4cS8MBgMtLS2p3W5re3tb8XjcpuKysDDEbn5+3gSnLN5YZGkRkAsC01EsFlWv1003QXIqD1ImOiM0ZoHm/AeDQWOWPB6PdnZ2zOJNSwcmLBQKqVAoWLuFhXdnZ0cff/yx6ZtY3GdmZixcjOF90pHbZn19XbVaTZlMxvRPCL35/VAopJ2dHdPlcP3JQMFS7RyuybgCt9tt+SQwDrlcTqFQyOb2JBIJa8twvgDAgCU+vyRjfbinsGmjRQEsEGCIKDwajdq4gMnJb1N7Cc5zalZo7aFX4h4mHZc5T6FQyPQy5A1RgHZnvEC329U333xj4XNcF8Ap2hnExNzrZLmwGZienrb4fwIlYVTQ68BqwtCcVn1XC/PVV19ZXszU1JSi0eiJtDCnXSdhWs5Ay7PrjGl5y/W6oKVQKOjWrVu6fPny9wDLabuSTgpayCqZmprS2tqaHj9+bEmmCwsL2traUrVatTj0fD5vbhO0KE66nZh/5uOghWBeC/qRSCSiRqMhr9erQqFgYlLCu0jUHQwGisViqtfr9uCFyQC8sIj1+32VSiXTukhHeoNIJKJsNmtggJAzriWiVnQYUN/oZAApRLaje/H5fCZABkzt7+8bM0KGh3SUnguz5MyWYU4RLAVsERoChu8ByFwulyXOklpKaweXE+cO/QS2VRZR7LEE5+G0KRaLdt5arZai0agF3RHmBivFz1SrVc3MzJjlHMBLLD9pvDBWU1NTWlxctPYWqcmRSEQffPCBRqORksmkzp07p7m5OTsnAE20SSzAS0tLCofDBpwQ6mLZhomgxUcLxNkacS5IMFPOa48lG/bm6dOnlhG0tLRk9mu326319XUlEgktLS0pkUjY6wBW0A0hLOeccM+R5UMLBoCBzR+7Mdecliv3Ea2gTqejQqFgDKQTcDNtOhAIGHPC8TgHfU5MHI2xkGRtYzYngLk3xYIALtfX142FmZqaOqaFKRQKb2yEgLNOomk5Ay3PrjPQ8pJ12mj8VTUt4/FYT58+1dbWlm7evGl6BepNCHxPeqx+v18PHjzQeDxWJpPRe++9p1arpVAopEePHpl2hdAyn89nGRSLi4sWDkZYGDqL6elpyyvZ3t42DQI2Tsbc8zr8Ds4d2Ba0LsyoIaTOacHE+YK+hRlJg8FAFy9etDTfYrGoSqWitbU1jUYjS69lRgw7aVwUCHhxPnFeYXYI8Or3+3r69KlpQdrttuWV0L5B10Gbg/cnuAvKHqYHATTvyagE9Ay9Xs/+zI48FovJ6/UaCyHJwAlha+zu2b3zb81mUz6fT8vLy8fCANFUwBrR1llYWDC7LkBEkoHRdrutTqejc+fOWboxAJRBloVCQbVaTa1Wy3bytFO2traUyWTU7Xbt+4KGhVwMUn3r9bqF/s3OzmppaUm1Wk2BQECNRkOxWEyNRsP0Qq1Wy0Adkf5cdwAF7hynzgXxNonHtDsBMGi7uLfH47Hl94RCISUSCYvpZ8EnfBHmplAoGMBk5AGhfiQCw44SOOjz+ayV5/wO8J1Bu4NmiXvbCZoATs4BpJJM7Mw9iuiWe4k27Zsovo/SEQszPz9/TAtTq9X01VdffU8Lc9p15h569ToDLW+5XgVcDIdD3b59W91uV9evX7fFz1mnKfB92de8cOGCJJlAdjgcKplM2lwWpxaCRNaNjQ1zA/HfSCRitDWfG2tyMpm0iHAmBjOtNxAIqFwuW0aEc7oy8ej03507VCh8donOnetoNLIW1TfffGPgNRaLaXl52UAQM26cqaf8Pg/6drstr9erXC5n+oqJiQnl83kFAgHTOExNTalarSqXy1n2DIAAxojMGgDMN998o1gsZqAQGzQTY3FpMEsGlmpubk4+n8/0CYTKHR4eKpvNGvuEJZX2AECJRNjRaGRhd3xuSdZyIZwOy/He3p5yuZzy+bwNTRwOhwZUcNo4w+WePHmiUCik2dlZPXnyROVyWfv7+yoUChbRz2BIRh60223TfwBaYUs4P7hsaLVtbW0pFApZaB5ASZK9Dz9PqwfQAgBgAactxnkGuEWjUZs9BJBzu902NRo90e7urrVMt7e3LayONhzXGkDkHDyI5R9t0MzMjLnvED9PTh4NLGUhZUI0QnSAGWJdwKWzhYqQmBgBfpcMJYphoJLsXGF7BkidZovIWT8EFp6lhXmTLMyLQAvPiLP6fp2Blleo02RbXha0dDodffrpp4rFYnr//fd/8MZ/m6Alm80qFAqZ68ftduubb76RJG1vb2tpaemYrgT3Qi6X087Ojv7lv/yXmp6eVrFYtIUNRwN24q2tLUmyXTWLEE4Fdvezs7OKRCI2BRkXEQ9gHrzOAWXYVnHMICQcDofa2tqyHS8LULlcVjqdVrVaNZ1LJBKxtgIPelgPAueITqf9Mjc3J4/HYxkohUJBBwcHCgQCSiaTNnvGqU9AIwALFI/H1W63rSWAuFGSiYUBb7i4OCZnQB/XmsyU0WhkQIEWnjO1ld34zs6OCXxpN5BBU6vV7PohDIY1mJubU6FQUDabtSGMDPwbj8fa2NjQ4uKi5ufntba2JkmWXcL7I7Ds9Xoql8s2tZpU4MnJSdPJwGRw3WmFkfXS7/e1srKiSCRiAX/1el2NRsO0GTAIDJMkLp/IfcCTJMt+YTGmnTgzM6NQKGQ/L8kEo+vr6wYootGo3QPxeNxYIWz6XF/pCBSQE8Nnicfjlozb7XZ1cHBwbEwGwAYhNUCNHBnaZ85WIcyl83MyGwz3FX9Hq2pqasoiAwBpiUTCrjXBfm9qrttJE73fJgsjnVmen1dnoOUt18uAi1KppC+//FLvv/++Uec/VG+iPXTSRFwSbhE73rlzR/Pz81pZWdHS0pI2NjbMNcG014ODA3OFLCwsqN1uW+hWLBYzwSzCXQbmeb1ea0lgt52enla9XlcymVS327VFBOsoriJYFPI3SLfFZoqFFyDU7XaPTWGmhRKJREwUCwjY3t42fUw4HDatCIvf5OTR4MPxeKxms2mtDkmWnsp7k7sCBY8IGdZJkrERZGtIMjsyv+ecdoxLBfDY7/dNdwSww6bOokQyKgwFjBKvDbvCLp8YfBJdR6ORVlZWLNGWcQqxWExTU1NKp9Mm3nz8+LEqlYpyuZxN8iY1F4EsGS0sxs5xBLQMYaacaa1OGzhsWrPZtFTbfr+v8+fPS5K1DEmi5TqgZXKm2vJa4/HYwAbfU4/HY4szei5AdbPZtIA6rNcAbACgkyXa3t7WYDCwQZudTscmNBN26PV6jRkixRmdE6/JvYFoNxAIKBwOKxKJqFAo2LwmmFHpW/DFSAkEyABHzhWDJfn/tIlgLCXZuSaTiHvlTTIt0stvOr/LwnzwwQfHWJgHDx6cuhbmTNPyw3XmHnrLdRJwMR6PtbOzo2w2q+vXr9uu5nn1JpgWJ93/vMrlckomk+YIABhIRyzMwsKCyuWyFhYW7OG0srJybFLy+vq6ms2miTWnpqaUzWa1urp6bN4NDxSnnZMo+UwmYxOiEVRGIhFbXPx+v1mHAT6cO/QzJK/ixmk0GjabhUWL9lS5XJbX67UdOLHrtJxgLRBgOoc1HhwcmBA4EAio1+spl8vZYElJJqT1er023C6RSGhiYsLARCQS0cbGhj788EOVSiXTD7Ag0i6SZMe4trZm6b8wLl6vV5VKxQS7tJCc7+XcuSPI5PgWFhYMtOEeQrOQyWRsgjYtKXbttE04TpgLQOnm5qbW1tZMGE26KzOMWJhJDwb8EVIHiOR4qtWq4vG4UqmUtre31W63tbq6qsPDQ9NZAVAAnWidsCmT34NNvVAoqFAo2ETzbDZr7TAGIXIfknUDkKHlBxj3er2anZ1VJpMxkE8rjvsdYTDap2Qyqbm5Oe3v75ugl7aj8/rR2iFXhkA2LPEIbWkpsQkB4NDioWD20KNwvnFAASCZ98TMI9g6mEBGK7yr5Xa7NT8/r/n5eUvnLZfL2t7eNlbsdR1JZ6Dlh+uMaXnL9SLQMhqNbILwzZs3TwRYTvK6r1Infc33339fh4eH+vrrr5VOp62VMDc3p7W1NbM9ky/Cg5PY9Pn5ebMvj0YjBYNBra+vG7XP9Fg0KIAaHrQsZizY3W7XJvM6BZ1YhAEuaBparZbK5bIGg4E5f9g5p1IpSbIFcnFx0ej6VCpluhJ2jyz4uFSgxXlAE5oGiBkOh2o0Grp3754ajYZSqZSFxGWzWUskxakB2Or3+woGg2o2m0qn02o0GlpeXtb09LRWVlZM1MwUaZgU6ch+jObDKY7GtQXrxLVCn4AFF/EzLSIAB6FkuHVgg3BFVSoV0zMVi0W5XC4bwZDL5ez8MHGZGUYANhgk9BfMA8J2jf2dzJNqtWrTtqenp03EHQqF9PjxY7XbbV26dMnEsYVCQZKsdZLNZq2lCaDmnAL2qtWqtfCi0aj9vNPS2263jb1D5wWDVqvVrAUXDoctbycUCmk0GlkIHa0kMl+kbxmBfD5vAGQ0Ghnw4/eII4AJg22jBcpoA7RPgF7nIspiDPDhPiaEEeaQrBacX5LM/k77kWvD8b3tDJWXKc75uXPndOPGjVNjYc5Ayw/XGdPyCsUO8jTqeYzI4eGhbt++rVQqpeXl5ZdC7W9K03IS2nZnZ8f0FsvLyzaHhxj/SCSi/f19230mEgkLyGq1WgqHwwY4fD6fbt26ZX1wIr95uKLfqNVq1vZA/Nvv981Ng36Bf2MBZVHmoUvQFjt0MkvQPGxtbenKlSvKZDK6evWqJicn1Ww2tbe3Z6xQv9+3wXC0rKDT5+bmrH3DseAquXjxoqrVqkajkaWvsrgT9T4cDu140FBMTEwY6AGQJRKJY1HtDLsDYBBgJulYOwfXFIBBOhqhgNODXTSLMKwF2THMppmamrJQNZJIw+GwtfkAkIT/cR5hb2DPYM6ItO/3+8ZgoYEol8smeMYuzTnpdrvW2ovFYpqdnbWhnOgb7t+/rwsXLhj7MDs7q83NTWOQYMQkmXg8Ho8fGzOBfmdjY0PSkY6jUChoOBwqFouZSwebK3lBztDCubk5dbtdm/y8v7+vlZUVYy/C4bAeP36seDyucrms+fl5y9cht4ZkYxgiGEnmHqHD6na75gIDvJH5gvPIGSaIkJ0BnYBRPg/fVZxgMCxOgMV3jvsWETMtXEIfGTr5U6yTsDAnYZH4Lp3V9+sMtLzl+iH2olqt6v79+3rvvfds9sfL1EnnBL3saz4PCI1GIz148MDC0XD+LC0t6eDgwB7MjUZD8Xhcjx49UiAQUC6X0+XLl5XNZuX3+xWPx+0B5nK5dO7cOe3t7VkwGOJSQAX5JfV63XakkhSNRk1/QjgbzAvnhgc2AkLyP9LptJLJpJ48eWIPf5iYTqej+fl55XI5zc/P25BFGIZ2u20hdBsbG5Z7gv7DmeeCXiUSiSiXyykWi2lzc1MzMzM6ODgwMMfCxwLOTgxmqdPp2OTghYUFm3KNm4VFktYC2hFsuuRokNkCq0EgHCJh/g0wlsvlTHvEDrtUKpmwGBBJfgdZKqTg0m4hEwfXkPOzMrcKJgomiOvCwgoYhMEBLGFxxtWys7NjrZnDw0PLDorFYibKTiaTx8AdTNzu7q4CgYBKpZIxIqVSSX6/Xw8fPrSpz8Ph0IC2E7gBNhG58toMM2SWFNelXC5bewXXVblcNjYJLVKj0TCmDZaj2+2abVqSvR+6I2zavH40GtXjx4/td9AEwZCwEYFBBIQPh0MbtUC2jCSb7C3JnGfOWUkALgBVOBy2eP9fhnKmE0syAL25ual2u60HDx4YiHFawqUz0PK8OmsPveV6FmjZ29vTN998o2vXrr0SYOF1f0z3UK/X0xdffKHZ2Vl99NFHJhL1+/26dOmSzp8/b24FwsQITkNcyN+RXIs9emtryzQmLpfLFkDnRNjxeKx0Oq2ZmRkbMseME7fbrffee88YMoLA2J1jGZ6YmFAqlbKdIPZNBhGiSWFhTiQSxhTBUDA35/Hjx7bLRsfCeWK3WyqVrE01MzNjYkwWQrJjsIP6/X7Nzs5qcXHRHFitVkuFQkHtdluZTMaYFr/fb1OmWbRhqdC3EINPMjCLaSQSOSZuxXY8GAzM8YK+KRaLWUYIokyGdDLnxqmJgSpnnlKhULBWC2wNCxw2XCdTwOINAJqdnVU0GrU/owtxWpDR6jCHCAt8rVZTv99XPp83ENXv97WwsGB6FdonnFfcRAATFl6YGT4rzBbv22q1DLQgOKWthO6J+VLohRh8yDgD7OC4v3AjeTwexePxY/oQnim0gBjvMBgMbNQEVmbafliXEa0D2gCH6F34DgFy+Xd0UZOTk9ZepRUGg+UUNNMuDYfDSqVSJrB/U/WmnD4nLViY9957T8FgUKlUSvV6Xbdu3dJXX32l7e1tPXny5FjL+KT13//3/70+/PBDXb58WX/5L/9lHR4eanNzUz/72c90/vx5/dZv/ZalS//U6wy0vOVygpbRaKRvvvlGxWJRv/Irv/JaA7N+TMtzs9nU559/rpWVFa2trRmtv7i4qHq9rmKxaG4dgAaLmdvtNt0IPXTC0drttvL5vILBoDY3N23gIlH3Xq/XHsacQ3assAy0EwqFgj0keNijx8By6/f7TSzITnUwGCidTuvcuXM27XkwGCiRSNiu6eDgwF6HHBg+S7/fVyqVsnYW/6VVwA58ZWXFAtrIUoHBITyt0WhYMBjD7+bm5hQOh23nTM4H4ADHExoPQB1WcXQrCwsLarVaajab9l922yxeZLKwcKILgfYfDAY2hdo5C0iS2cidGTrSERt2/vx5zc7OKhQKKRKJ2LgBFlJYGJgWLPIwDR6Px5i90WhkjBc2ZDIvCPiDTQE8SrL7YWFhQZVKxbJcEK7SinK2PFwul83SQb/DfU0SMAwYoI52JAs/x4NWiEGMMCD7+/sql8s2UgG2DjEtQA+AxjXByYOjCNDgtKkXCgU1Gg0bish0Zr4jJDjDxHBPkGAL2EGkGwqF7HpHo1FjC2C4JFkmjdfrNVCGHfq7AZmnXSe1O7/p4hkQCoWOaWGmp6f13/w3/42uXbum7e1t/fEf/7Hl+zyv9vf39bf/9t/W559/rnv37mk4HOrv/b2/p9/7vd/TX/trf01PnjxROBzW3/k7f+dH+HRvvs5AyyvUad74AAGYCrfbrU8++eS5Ec8nfd0foz1UKBR0584dffTRR7bDlqTLly+b+wbAEY1GNTk5qWQyKb/frwsXLtgDN5fLHdvpdTod5XI5Y1ji8bh2d3ctZRZthtNhMRwOValULL4fAETrgIeFJOu/s/ugtQKdz2uTMeJctCYmJrSzs6NYLGZDCnng08aKx+MmTEWUSeprPp83VmBxcVHvvfeeCoWCsSuhUEjhcNhcKgAwtATsTGGD/H6/7t+/r6mpKRMKk1T68OFDPX361NgJABPBf1DQWKcRfbKjJs+GlFIeogAJmC9cYjACOK0kHRvW2O/3La14PB4rn88bXV4ul+27kEwmjWXCBYWYGaAiyZiyTCZjAk+A8f7+vtrt9rFRDWiy5ufnjclhMWu32/r888/tGACynI9arWYuF14fEIJrbGJiwpg57hUE5YAq2J/p6WmzlE9MTNgQUMBqMplUOBxWMBg8pgPhGjI0stlsGptD64jPhuWZ42eeEd8BWoZ8fqfNf2JiwtggxmPAnCB+5jkFG8U1k75ljDqdjs1+isVixwDWYDAwl9HrPvNeVC8KdPux6lnHAQvzi1/8Qp9++qncbre+/vpr/fqv/7p+7dd+TX/rb/0tG3/wrIIFhd1Kp9P6J//kn+jnP/+5JOm3f/u39Qd/8Adv8mP9aPX2r+Cf8SKl9LPPPtPq6qrW19dPBRS96fbQeDzW5uamtra2dOPGjWOJl9JRnsP8/Lxu3bpls3kSiYTOnTunYDCo9957T/Pz86axCIVCymQyGo/Hymazkr4NyWq32yoWi1pdXbVdvXS0ew+Hw+auwYbsjDP3+XyWddJsNm2uD7vo2dlZFYtFAzHkbfAQhpJHb0Fra3193R7ce3t7ZnF0u90myKUlQpvBGY9Phgfnk943eozt7W1NTU3p8uXLxlzMzMwoEomo1Wopm81aq+Tu3buanJw0lmdhYUGhUEiBQEAXLlywY2o2m8ema7OTxio9PT0tt9ttEe8wDDAEtDpgCZyzc7AgO/UqXq/X3DDO8QHtdtsEsxcuXDAWjkF7tO+SyeSx5FZmTS0uLsrj8Vj+DS1HhMLOcDoExLA26CYQEnPs2J9dLpd2d3dVrVZNE0LE//T0tNmw0fnAbKGxQosDUMB9AxvhbAsxmwnRM/ccIWywPDBUuOdg9STZsaFZIn+GxYs03mw2a8wiYYW0t5y6KJ4d5KaQuNtsNg1o4ACjnQaYgWEl2djtdhsrxoYGNpB26+zsrLW6eP83VZzjt10ke/9Qcd/89b/+1/Wnf/qn+l/+l//F2szPqoWFBf0n/8l/ouXlZaXTaQWDQV2/fv0Y87W4uKj9/f038nl+7DoDLW+5oGOvXLmieDx+aq/7JttDo9FId+/eVbvd/sExAtKR08Ln8ymbzSoWi2ljY8NG1+dyOfl8PluU8vm8EomEWS2ZF4R1NhAIqF6v68KFCybEjUQilj9xeHgor9drwlUiyYkX73a7FnLFw7fX66lQKBjjkkgkLGvCmeaJVoVAtcXFRRWLRQWDQblcLn300UeKx+P61/61f82swiw0Kysr1q6YnJzU9va2zfAhjwNGqFwuHxtlQKZJtVo1RorjY3ePlZhwMWe8eqfT0ePHj4+NMQCwcF5oM7Crpp9OC0OS6X9cLpeJeAERvC/AjgcrCyyvOzExYdN8aV04xajMyIFxKZVKxgz4fD5FIhEtLy/rww8/PJaUS3s1l8sdE4YCSAE2gOiFhQWlUilzkuF8ymazcrvd1t6iPYcOCDsyrBfvD1jjviWAD40NAIzzhDbGeQ5cLpcuXryoeDxuuhMYQACi87w5E49pVeGm4lyiqwF8zs3N2f1PmCOsGK1WZlEBZkOhkOXI+Hy+Y3k5BMTNzs5a4jBsHuMfJBlo4z6am5uzxFw2D4PBwEDMSdohr1rvCtMyHA5feBywopKUTqf1V/7KX7HxKN+tSqWiP/zDP7RWdavV0v/9f//fp37c70q9/Sv4E6zTYELG47EePXqkfD5vqZGnWW8ipwXL82effaZQKKQPP/zwuV8+qGKm8V66dEmtVkuLi4tKp9MmzEX7sbOzo2q1qlqtZv+GjoSckXw+r/F4rFwup8FgoEKhoE6nY+FxMApzc3MW5c4ODvHq0tKS7SRpkxDwRdgbuhkof6bbSkcPnXg8roODA+Xzef3Jn/yJHj58qNu3b2t6elrb29s2amBra0v5fN5EoIwkwNr8+PFj7e3tGWhyAoZgMKhQKKRoNKqFhQV1u11VKhVriUlHk545B056eHZ2Vt1uV+fPn7c5T1wT4vgZBUB8PYzTxMSEWTaxI9Mucib3BoNBszczJ4fd99TUlN5//30DPMyhYeGDtajX6xqNRpqdndXq6qqJl9m5k6oKQJqdnbW2RK1Ws/ddXFxUp9PR/fv31W63zUL+4YcfyufzWdrt8vKyIpGILl68qEgkYi61dDqtaDR6TMz63e/T0tKSksmktZQk2SwpWC+EqNFoVOl02jYi/DzM1czMjHZ3d43x2dvbU6FQsGNg4jb25Wq1eiw1FuDEdeZzoDGhrca8qmazaW2dYDBogyKZFE3QG60sUnnJWkGvBGgGjJFPg24HmzT6LI5fOnLE8B1lQYaN47y/STbgXQEtJ2F8XkY0/I//8T/W2tqaibH/4l/8i/oX/+Jf2DWWjswdCwsLr3Xc70q9/Sv4Z7D6/b6+/PJLTUxM6OrVq6fOiEhvhmlpt9sqlUo6f/68lpeXX/jzMBZMmX3y5IkJNDudju7du2cD3bDIQmmTi8HO+vz587ZzPzg4sDYN7R9nO4ydrdvtNpGqJB0cHNj4AFoG7KQRtqIDwBmECBEwQoosLAAMyMHBgba2tvT06VNLs+31emaDZTcK29Dr9WzOTiAQsJ+hvUW7wxmt71xY0LPcv3/fYurR4vh8Pkv/3dzctLZENBo9NvTPOSiQdFr0GuVy2XbuADl+D6cIgmnACBoYwAZ6CmfAGcCKacdoLJh5c3h4aKMQGFAJ+I3FYgaSaFvgXEGwjB36V3/1V42x4zONx2MdHBzo4ODAwgvT6bTm5+cNODtj9GEdmM2EdZwWh5PVIxOo1+upVqtZCjSsGGxkIBAwETDMDO4ohNO0XGg98V8+L2DCOQkYXdfc3JyBkFgsZu/rnBhNbtF3RdKE7znbWrRTuV9oDwKGmLNFDhJaGMAqlm6cX7A5MEIAUNplbEzeRL1LoOV5x/GyLqfl5WX96Z/+qbUW/+iP/kgffPCB/sJf+Av6+3//70uSfvGLX+g3f/M3X+u435V6+1fwz1g1m0199tlnWlhY0IULF565qzuNOm2mJZvN6smTJwoEAie2Ya+urlr7x+12Kx6Pa2dnx+btkPvR7/eNBbl06ZIikYguXLhgQw69Xq92dnYsORPaXvp2SBwCVvQsCHABMOSO+Hw+Gyb3XTcEzE232zVBIw9WXA/sCnmAz8zM2AwYMjZYfFhUQqGQ2bHRYqCjIPK71+sZGHLaS30+n/x+v2k3WNCLxaLu379vu1oWA9JkPR6PWq2WARIeaAxiQ/iJHgJWChYGMScABVAEayLJFlTpSJMTi8Wsjz4ejy15lQV+f3/f8lFYwBDU1ut1tVotBYNBLSwsWPsFEXStVtP+/r729/dVLBbV7XZt5xgIBBSLxSy0DnE4rNN3B0FKsrEQZMqg5ZGO6PZ6vW5gjInFsBWpVMoShXO5nPb3923h554olUrmLnO2rGgHkVkEUwIY83q9CofDCgQC8nq9pjNyutsAg7AyuOrIdoHNyefzGg6HqlarpvmijdpoNGwAZK1WUzQald/vN+DH9HTaR2wC0BzhhEOnhZ6K/BbADa5AWFraWdwjzpC6UqlkbqM3Ue8KaHmRpkWS3SsnqZ/97Gf6+c9/rmvXrumjjz7SaDTSf/gf/of6m3/zb+q/++/+O50/f16lUkm/8zu/cxqH/9br7V/BP0OVz+fNaQNd/6bqtJiW8XisJ0+eaH9/X1evXn3pL304HNa9e/eUy+X08OFDffjhh3rw4IEePXqkw8NDVSoVm62TTqdtcN7Ozo78fr9ZR1l4CWFDvIgGBE0INDOgBgaH3SFOhXQ6rVgsZlQ7M4UI/4rH47bD50ELE0AuCS2KWCwmSaadINmUtlK321WhUJDb7VYkElEoFFKv19Pa2prNq0EUyuLq9/stmRbXyGg0snyUSqWiQCCgw8NDG4eQTqfN7dPr9TQYDDQxMaFSqWRtM6ZPwzIhPmXAHgs9fXfn9GJel4UclgNmDAstzNfk5KQ++OAD+zOvgXDamY/DMR0eHqpYLBpTwXmvVqsGcKampky0i65od3dXo9FIyWTSPksmk7H248HBgYrFolnKq9WqKpXKMU0Qgwm5x50ghIyfqakpy9QYDocGtgDBiUTCBKbcg2h+uN9Go6O5WLjgCFqjBcZ7AxBhLMmlmZ6eVqvVsvuP+wudCOcQNxCAE9Aq6Zi+CGal2WzazCRGOhSLRUmycD7mHY3HYxuKOjs7a/+fnBXOIYyRJHseOXN+YOj4fg+HwzcWqnYSLcmPUS86jlfZxP7X//V/rQcPHujevXv6u3/378rtdmt9fV2ffvqpnjx5ov/j//g/zNX1U6+3fwV/gvWympbxeKyNjQ1tb28/02nzJuo0QMtwONTt27c1GAx07dq1V5oLMjExocXFRTWbTa2tren27dvHQrWg/9fW1qwfXq1WzS0RjUZ1cHBgbYp2u215DkyIxQEDW4Klk4ciDAIOHFoVLPqNRkORSMT0FbVazZJcmV4MCEDnwcOVBZlQulgsZgt2Npu1cLdgMGh22YODA83Pz9t1ko7AncfjUaPRUCgUUq1Ws89Tq9VM49Dtdq2tRLsLCzmLFjOcaCshrOT9nHZh7hFi9aVvXVnOJNR+v28ABs0P3wPaOEw4BjjhfEHXAIDgMztD48jlKRaLymQy5oDh9Zn4zMgF7k9mTwFUFhYWNBqNlM1mj4WicY+gD8F1gwuKNs7y8rK1NphnxMRxBlbCHO3u7poVu91uKxqNGgggmh/nUzAYtLbH3NycZe/gboJRBIg4mUQEvAAdGBRagaQV+3y+Y60Y5jAxwNOZcYPQdmpqSrVazQSxHEsoFNLc3JwikYjNBWu328bUME/JOYBRkjkAEZPDFAFquEc5x5VKxRxmvOabWlzfFablRZoWwgvP6tn19q/gL3kNBgPdunVL/X7/uU6b067XbQ9hw47H45Ym+6pAqNvtKhQKmVthf39fsVjMbMHxeNxCrJ4+fSqfz2eOjVu3bkk6CqsiSA4mAvcRi1ev11MwGDS2BCcKSawEocG+LC8vm+bCGQ9PHku1WlUul7MdP7oJBI7kZOzt7enp06f2IHLmYCBUfPLkiblr5ubmTBMwGAws4IyFPp/PWwuBuTJYmj0ej81xWl1dtYTWdDotj8dj4XD1el0ej0flcllut9tAEK4SFjfnbJpUKmXhfWhp2AlLMkBHpD6UP9Q+AInrxDnDrdPpdExTIcnyU2KxmLFZ09PTNo+mUqnYdeOeRFtSrVZNN0MyMCFvsVjMHF6wGMzMmZqaUiAQkN/vPxZnj5WeFlgikTCnHAxMs9nU/Py8CoWCQqGQ1tfXTaR69epVAyO5XE7j8dgYOFoskUjEAHAmk7GFCZBMVo9z3hV5PDBy2KmZvg3oQhxMDg4TyGFocHzBvDDEkJ9Dh0Pbi1RmgDzfu8nJSWOEuC9o9QB2naFxMHccC9cZRpI8GZxFb3KxfldAy4uYFoT0Z/XsOps99Aar3W7r9u3bWl5e/tGV26/DtDD36IMPPjgWqw1F/jJFxH69XtejR49Ur9eVTqctR8Pj8SgWi8nj8ahYLFovPh6Pa3Nz01JG0Y5gvSyXy1pdXbUkT3b9RLOTFks6KQ9+gtLQr4TDYWUyGWstsUsNBAK2q2ZRRdSJwNGZbtrr9XRwcHDss7MAQOVXq1Wtrq5alkmxWFQkEtH29rYxNq1WS/F43NgNHvyRSET9fl+ZTMbGDaBhicViymazZuMltI3WCa+B4BfXDIyJy+UykTMiYFpBtCucKZ6MV5icnDSNkJMpQK/EArSzs2PngmvhcrmsBQZDRRIrC5zH47H2B4P28vm8LYyARGfiLeyX3+9XqVTSwcGBJd/C2KTTaZXLZQN1gUDA0pPRDlUqFWMeYL8CgYC2t7eNqWC8xMLCgjKZjKanp3Xr1i1zx9XrdQs9jEQiNjeL/9F+gh0CCNJ+gXFEJJ1Op+37yTkaDAYqFot27zSbTWsLORNx0ZGQkQLwpwXVbrfVaDTMPUSrE6Ew9uTDw0PThiEUxy1FTgsBkYiHZ2dnzS3HdQUEEaiHJu1NJta+K6DlRUzL2dyh59cZaHlDVSqV9ODBA12+fNkGuT2vTjti+lVBy/7+vnZ2dnTt2rXvof1XOT6mDRNqxVTZX/3VX9XXX39tTAnsyNOnT+X3+5XL5WyqLws/okUEqqVSybI6sGLyEOUByq6OcDHyJJzuFDJG+D2v12tTWckbIQuD4K1UKmWZHLSDRqORjSzAFYQGhFbP3t6eWZnJemGBk2TtLUTALHrO4YeJRMLYBxYEpgLDdpBvUiqVLGcDQSq2aopofhYZBhhOTEzYDh7NCZ+j1+vZLBkWWiztAB121oATtDxohZiCzFRw2DxmPGE5RyOUyWRMD5FOp/XkyRNJ30bDAzgI00M4zfchGAzaNYcpmJ+fNy2R87N7vV7Nzc1ZGjMuuFQqpe3tbe3u7pptnGGRrVZLS0tLunjxooLBoE18ZvAlSb4s2LA+5JiwiHOO0GGRy4K4mvZoJBIxVoR7Ecs1ydBOMbUka/+0Wi2z+zNriecFVmW0Oslk0iaEw8ygXcL512w2zXWF9Zt7GC0WwnuEtoQvMtX5TQ9KfFdAy0mYljPQ8sP19q/gT7Cet3iPx2NtbW3pyZMnunHjxokAy5vIVHnZ1xyPx3r48KHy+bxu3rx5avQkDom9vT31+30VCgV5PB5tb2/rwoULlqa5u7ur+fl5TUxMKJPJKBwO2yJAXx7nBDZbXAxE5ZNlIcl2eNhRR6ORotGo7Q5JfS2Xy1peXtby8rJKpZKazaYFNBHeBa0uyVJZsb6S51Iul9VoNBSLxRSNRs0u3Gw27aHtdrvNSp3NZu0z8ZDvdruqVqsKhUI6PDw8Nv2VnTKLWTwet7RgmCOYEOkIzGSzWWMYnNQ8iw07cR6g6D5gYWgbMAkbRwkL53g8NkEtibCwKM5wMUAizhLaBzhFRqOROXWkb6P5+dwcG4DG6/UeE5AC7BqNhrVfyASpVCqmZ2LmDbOpSLIFFPl8PnPtTE4eTcHG2YUd/vHjx2YnXl1d1dramtbX11Wv17W0tCRJ1i4rl8smbCWbBG2Us+3m9/tVq9UUCARssCLuK9jFqakpbWxsKJ/Pq1wuW9sL0C3JgPJ4PDY3EG05QKFzThfXmVwYBj663W5zeZFszGiN/f19u7bhcNhE7ti3+c6wOaB1iyMJ0IkOhqykH4OJfldAy0mYltPO7fplqrd/BX+Jajgc6u7du2q1Wrp58+aJBWVvOnL/RTUYDPTll1/K5XLpypUr3xuT/rpFT31mZkaLi4vGfjgTTOfn55XJZMy+u7GxYRoTFpV0Om27b/r4pHM6ByayiHa7XeXzeWN5qtWqstmsCQibzaYJXGk/QK0nEgmFQiG1Wi0bQMeOfGJiwmYOEd8P7f3JJ5/o0qVL5uSZnZ091qbhwQ4bwGBDgt04L2gHSBllsB2sDoF9nU5HW1tb1vqgJeMcQcB7AV5wumC3ZxeOY8SZoMu/u1wuC1FjajKADUCGlgaQSEsJANzv900vBIOAloJrRnuDNgaTrlnoksnkMb0N7bl2u23WYCZIo91AywRAI++ElgpjCnDQINYlyZiUYRxMKysrZjUeDAY2goGAwHw+r0ajYcLT0Wh0rPWFJZ9rRuAa70kYG9enXC4rl8sZMwFYZ5IyjiLuTULksD+zSI5GI2MinbbjdrttzjGYxHw+r1KpdGxgpsfj0fz8vLVz6/W6sUZkzwDQYUABSs5Bj3xPsXH/WDq/dwW0nGlaXq/e/hX8JSmEqydJiv1usYM8zTopaGm328dyY95ETxkKmQWRRNvJyaNhijMzM6aRgE5eWFiwRRTr6sbGhrUfaBfg6GGmDwuo0yoM3Q7b0+/3bdoxu1/n8EEod1ogPKBZABEzjkYjbW5uWlYMO3IWpEuXLllQHRHt4XBY0WhUg8FAsVhMyWTSnBYs5o1GwxaJ8fhoLhCL0OXLl83SCuCTpN3dXQMT7LRrtZqGw6G1YUKhkBqNhu1+YYEAF855N9jG0XngwGG3DHAEkLHwI+ZkkQQ04RLCHcKcHebe4IrherK4kuWBAJc2YqfTsSRWJ+tSLpfNeQM74Hw/rj/fT2d4HnZkWJnhcKhAIKBisaharWZgAPvy48eP1e12LdE4k8nYEEXs1bBpzvlHhNbhogNEhEIhE7ly7rGBI1Ql1ycYDFoLi6nZgGSAP/ckYljua9g5zilsJ9coEAhYO4efh0EBZAHS+WwwBwijuXcBKtxTzsKd9aZyWb5b7wpoeRHTwnDRs3p2vf0r+EtQlUpFX3zxhS5dunSipNjv1ptoD50EfJRKJX311Vf64IMP3mhuzOLiohqNhrlf2JUWCgXNzc3p0aNHcrlcevjwocbjsYljE4mEWq2WlpeXzYIsyVwwPAyxL6OlINCKFFnoeHaFBKcxWC8YDNounQd2tVq1BdA5tZZJwyysvJbL5dKlS5f06NEjPX361DJOEomENjY2tLCwoLm5ORM2nzt3ztJ1WQgIVavX64pEIkbRFwoFc9bwni7XUXT9/Py8LWBE+TODiZYAmSYHBwcmiu71evL5fMds4oAPgBxAE7cN7QJYqnK5bMmyhJjR8oChcepier2e4vG4vR+umk6nY0m6fr/fwBFACKAKSMOFlcvlJMmC+HCjBQIBlUolC9ADfDLVmM/FvYDWAu1Vr9ez16Tth0sM4XOv19P8/LzcbreFESKqxaE2OztrImWABwFwzrYf9w9Ot1AoZAwboliAjsvlss85HA5t8jQMHvEAWKJh3gAgsCC0odjcpFIpAxyAXNgr2lNYt0ntha0jgwf7OSJgNGHY+Z0FO/pjLs7vCmh5UbjcGWh5fr39K/gTLCcg2N3d1cOHD3Xt2rVjTpuXqTcBWl5UOzs7L6W7eZ0qFApaXV09Ft5G3kk0GpXH49HTp0917tw5W5jT6bS8Xu+x9kahULBdNw9O6GcWeIALKbhOqzY6AEkWq3/hwgXLUSHsbTw+iranPUMcezQatd1/oVAwATB0PkLNxcVFAzq0mZ48eWKuFEm2IAWDQRNUVioV05vUajUVCgVzhhB6xo6ZRRcB8mg00vz8vIkhnW6efD5vScR8HvJzJJnWhYWQ1gFTq/l3/oeYtN/vW3LsxMSEsR20QXBXwWCNRiObGUU7Bo2SpGMLOoyb1+tVIpEwoAbQxCqOgJrrXi6XzXFE1orznoBtQAeUz+dVr9ftOpZKJft8kixef2JiQslk0kAdSbsM5kR/VCwWzfaNboYAP5gihNk4ZziPWL0Bbc+6zq1Wy9KPAauzs7Pa39/XwcGBAYbRaKRIJGJMyvT0tOldeN7QtgFwcH/TTsVVxjEydR02ExDJ6ALOF9ccdkb6VpQtycDhxMSEdnd39eWXX2pra8tcU2+q3hXQ8qLjOBPiPr/e/hX8idZ4PNb9+/dVqVReW7h6Wum1J6nRaKSvv/5a1WpVN27ceKUgp5d9sFy5ckWFQkHBYFDBYFDNZlPRaFTb29u6c+eOstmshWrNz8/bw7JarWp/f19bW1sm/kNzwoPTKdqETmeB55wy54dME2Lgl5aWbNELBALa29szUDAxMaGFhQX1+32b0SN9m0kRi8Vs4eMBMzs7q3Pnzsnv9+vmzZtKpVJKJBJaWVkxuy+0/9TUlAG2fD5vvwsY6PV68ng8ikajxlLNz8/b5F0YAWL/+WwkluJ4ojXCQ9IplgVsca4QRvJnp56HrA1+noh+WAkWNnbbzOfhnnO2kmiHwjwAlpxtEc4R04lhhVgknYshxzg9PW1zlpiLtLKyYveNM2uEVg1TitGcMDgTZguXTLvd1sOHD01DRRJxNpu1GTsIhA8ODsyWPDExYWAAoMqCzqwdhKrOFhxONafTiMwYtEPFYlH5fN7ygubn541VcjrpYMJoccFacU7a7baJ052DLbknaKdyfcn3oYUIm0bKMkBKktmwnd8fwOry8rIuXLigy5cvy+12a2trS59++qkePHhgbM9p1rsCWs7cQ69Xb/8K/gRrPB7r888/19zcnD766KMXzpF4Uf1YTEuv19MXX3yh2dnZVz7uVxUN/+qv/qry+bwJfT0ejy5dumSCy83NTR0eHtpDvVQqqdVqmQYiHA4f08WQOYFmBX3A9PS0Rb9zvIAMmBm3222JtCyWW1tbisViSqfTlomB04UHMELYVCpltD4JvhMTEzYkEfu6z+dTJpPRhQsXbOcMZQ+lPzMzo4WFBRtPgA0W8SNiYdpVCHLJuWF6sdMhFAgELNyLNo5Tt8KCRGw6bAHgBtswDhryYBA3S9/qlAjQQ4uCxoT7DSC0s7Oj6elpc1YBzigWVqd4E60J5wmQxcJOmwrGBNErAlUG+dFycTptcNFgJad9QSsRPU4gENDBwYEajYYWFhaOBbqVSiVJMmE2Gg+AGaAStsfJnOBUwxLu9XoNUDJM0ufzmXYIYA5rAhAEAL333nt2bwF2AIRoS9BiAWa4r71er4Envl+IamknErAIMMQ1NhqNrJWIOJ7WHFlDsFWc98nJSRsuCUOXTqd1+fJl3bx5U8lkUrVaTV9++aVu3bql3d1du/avUy/SkvxYdRKm5cw99MN1BlpeoSYmJvTRRx9pbW3tVISrPwZoaTab+vzzz7WysvJax/2qrNDq6qpNSv7oo480HA5VKpVs1z4/P2/pmzzgtra2zDJdLBatL+8U/VFMtmUnTMaFc84O1uJYLKbd3V2VSiVb4BOJhMWwB4NBdTodLS0tGU0OFe9yHQ3Ja7VaJpjlfFy7ds30BDhY1tfXNTExodXVVcvXKBaLtoiUy2ULMkun05Zlk0wmza7Loliv1xUKhZRMJhUOh22ODjt22BAsyqTkslixW0aHwLA77j/AFhoNRiQAEHF9oX+BpaPNwHngv2iPYB5I0sXq7NQ+sOunxcSiK+nYbBvuwcPDQ0v7bTQa5hoiIA2wikaG1hOLPUwL7Uj0TzBM/M7W1pakI8BK+wWGCT0VgGdmZkbhcNgYCMAZ9yMskVMX5HTScQ7RFCEMhv1AzMuiTyCbMyhRkoEnSQaCnOm4jHjgtefm5ixJmXuDfB/aq9K3oXZYyCVZZg/Xg/NPGF2z2TTxshMk4pj67nOIVtv58+d18+ZNvffee3K5XHr8+LE+/fRTPX78WOVy+ZWeQe8K0yI9X3MIW3VWz6534wr+BOs0LWlvwvJMob9gUGMikXit13sdp9P169fNIXHp0iW9//77tsMfDodaWVkxtgBrMy4OdnhQ7C6Xy/ro2GppUWAhhrrm59mZ0o5i+jR2aJfrKCQNqh82hZ0/owgk2eI+OTmpxcVFXbhwQbu7u+p0OpqcnNTe3p4N5qtWq6rX6yaojEajevz4se2A19bWTBuyvLxsLZZkMqm9vT1jISTp8ePHNoQR0CEdgTamb8NCNBoN7ezsWLaJcwJwp9NRsVg0gOU8h8Ph0OzcAB0CzACGtNFgBAAILpdL8XjcMndKpZLNSqpWq/L7/TYR2qmPIYeFtpBTj1Iqlazl0+/3jzlzSqWSWWadlnQSW3d2duxzoaup1WoGanBT1et1Y52c54GWVaVSMaC5v79vLi+3221hddybFy9etI0BYEWSMVtoYUjthZmCWfJ4PMYuwrQAPvf29oxp4zqiL4Fhcrq4nGAVS3en0zEdEtdyZmZGyWTSBMbSkVCff/f5fJqfnzdhNC1TghJp8dFKzGQy9r3jMwOY+Eywns8rj8ejhYUFffLJJ7p+/boikYiKxaI+//xz3blzx4THJ6l3CbQ8r86EuM+vs0TcV6xXibT/oXoTlmfp6Bg3NzdVKpV048aNU8lDeB39TSgUUiQSUa1WUyaTUTqdVjKZNLdMoVCwhX1lZUVbW1uamZmxWS4AmMnJo0j8VCplvXn67dIRk0EbgiFxCD8LhYI9gBEX0johTZYduSRL4MVyzALV6/WO7TgBR7u7u/o3/o1/Q3t7e7ZrBIQ5817InMGhMTs7ay0GWh65XE6RSMRAFroXWhROWzJtH0Lbbt26ZbkiuKFw5MA49Xo9S6tlQWMx4z2g/SXZAoYWBF0GbRdC75yx77Ozs7Ywx2IxY0cCgYAtXM5Bj2gvnFT+3NyccrmcCT9dLpfm5ua0vb1t1vXBYGBCbNgM3CswBFxjrivsDmwC5xLQ1+/3bTwC7Ew4HLZofIZH8vuFQkHRaFTFYtHSguPxuHZ3dzUcDuX3+00Mfnh4aLOIms2mCZIRMrvdbssJ4jtHy8vn86lWq1kLjTbcaDQ6lo7LuQRsAXQRPmORxukGAGI+FI40Um5ha9BU4f6ampoy4THMC4CE7yRBc5VKxa4Nx3/SmpycNMs34KhUKunrr7+2axOLxcwB+N06Ay2/HHUGWt6BehPtIVw2rVZL169fP7Uv6+uKhq9evaqNjQ2lUik9evTI2g3hcNjcFr1eT7u7u5qamtLXX399LHOCBz6zZpwPwF6vp3q9bnOK2LE6d9YMdWNBZIGAbq/VatbPR9MBC4AwkwwLgFGj0VA+n1cymVQ8HtdoNFIsFjPdSCQS0eLioh4+fCiPx6PFxUWzNofD4WMixmq1qnPnztliyYTnXC5nwyDRj6A7abValrg6GAy0s7Njv4eGAgsynxvdBQ93LOMsfAhDaeHALLGowoKRJIsVW9Ixl8w//af/1DJwyuWysV0ul8sWPr/fr4ODA7ue6CSI1t/b25PX61W5XDa9DROu5+bmLOuDxRJwiWUePZRTS1OpVGy4InZ4oucBYYVCwdo7pOmWy2WVy2WFQiFzKKEBGQ6HKpfLikQiarfbSqfTZiN+7733DIQzdJJNBGwVc7Omp6ftuAl3I3uGFFtAgM/nM0aR4D6+6ziiyFLhswQCAQ2HQ7tOTmBKQCFidq4BLBrfQdx5BBByfNwzhMfhiFteXrZn0tTUlJaWlo6J6F+2cEV5vV4tLy9bRs/BwYEePHggn89nAIf3+KmAljMh7vPr3b+CfwbqtNtD3W5Xn332maanp3XhwoVT/aKehtPp3Llzeu+993T9+nUTY3799deSpHw+r3w+b4uecygbA9xgCxD7Sd9aiAnKIqmU3RmgY35+3iyXh4eHisVi5rbh4Y7AstlsSpIBBSh5dtks/OfOnTO24Ouvv9bk5KS2t7fNeZHJZLS5ual+v6+1tTULwyPXg/ednp62Cb1ra2s2KJIdNtOIES9Wq1XTYQB6stmsLdgwASw2gUDAdt0sROyucUlxPdC+eL1ea8txLmAhYC1YQNFu4PL5l//yX9p1nJyctDYHwK5UKhmbASvCtWMx7XQ6thiTq4IOhCGSTo0TQX/BYNDSYmllkeDLHB/uLYAdQEyS3XutVkt+v9/OP21FmD9YOWdQG+ewUqkYSyjJ3EXhcFirq6u2iHa7XZvC7QyTk2QWZ+ZCIeKenZ21gEC0ITCOzhYebBitQY6dtpHzO0SeDvkphDTGYjEbnOh8HZ4FLpfLvhNoxCSZMJghm7FYzFpetElPq6amppRIJPT+++/rV37lV7S8vKxOp6M7d+7oiy++0NbWloHMt1lsAJ5XZ0zL8+sMtLwDdZrtoXq9rs8//1znz5+X1+s9da3MadqzFxYWtLS0ZCLD/f1927lDi7MAx2IxTU9PWx5GJBKxB7ckW+wymYy1L7Dj0gaAeZiYmLBpyYhiWdSdwU8ciySbUssQPhYoHvK0uebm5pTNZu1B7/V6tbKyYmFxBM4RWy9Je3t7KhaLtsA1Gg31ej1duHDBXEDT09Pm1EEfwo59enpasVjMgAM7atwpnU7HWmsseJOTk8Y2+Hy+Y5H6iDgBGAAIzglsBW032gD8/1qtZsMCuRaABDJVEJXu7e0ZexIKhRSLxez+YMcJYMT2DMMiyRgmt9ttjipn3gjglnRgpxg2GAya+wpHDEwSgXe0IhiiiNCa13SOFGD4IWzJxMTRmIVGo2GtTxKAmba9tLSk9fV1y1SRZL+Hg8yZzgzA5hyiEYGdon3J+AHaNdzT3AO0E51AlfZPuVw+1i6jBQRg57niBFeSDASiVQqHw9Y2wlIdCoV0/vx50828iYK9W1tb0/Xr1/XRRx/ZJuXLL780SzX3+Y9ZJ2F7ztxDz6+z9tAr1mki9tNqD2WzWT19+lRXrlyR1+vV/v7+WxsP8KIaj8e6ffu2/p//5/+R2+1Wu902nQgTgQOBgEKhkCqVilmWG42GTZplUnK/37ddO+2FcDhss2sk2TwVdt/oKtAjTE9PK5PJGGPCeZuYmLA+PAtDOp0+NpNld3fX5tRwLCTt5vN5tdttNRoNG5bIzBnExIh85+bmbHBerVaTz+fTxYsX9eTJE3N6sPPOZDJqt9taWFjQ7OysDg4OTFSL2wmgQQuLtheLPi2jarWqdrtticWk6eKOIZOmUqmo0WjYwtVutxUOh49pXMrlsgHJTCajlZUVW4SdzEapVLK2HQ9p0l95n2AwaGLYeDxu7T/E2j6fz/RCiKedc4VgQ1iUn6XlQPNBOwOAlEgkTEiMG8eZVYMVHpG2dMRU7O7umgOHtqUzERfL8fLysjY2Nmy6dyQS0fT0tOr1ujF8XDeOFecTTAlWd47f+UwCrMPkwLrx3aMtC4BlVhWgF8DB+XVauSXZeXUK5GEIaCk1m00FAgGtrq5qf39fwWBQi4uLP1psPzUzM6NUKqXd3V1du3bNnH1bW1uampqyIac/BrvxoowW6Qy0vKjOQMs7UK8LWsbjsTY2NlSr1XTz5k17KLyJ0LrTeM3BYKD/9//9f3X37l1zUCD2SyQSFh2OZTcWi9nisrS0ZLt2LLk8tMfjselG6Pez04xGo5Z8S0uFXT/5KbgQ0Fqw2C4uLlrYHQ/+Xq+nYDBoc14AOzAtk5OTKpfLBsQAOePx2JxDxMFD35fLZduZwug0m01duHBBm5ub8nq9ajabZn3m9Wgv3bt3T5K0tLRk82Gc7SVJtmhKRzS0z+ezOHYWYjQnOJCazabS6bRKpZKCwaDZlTnP6F5on1SrVT148MB0PZOTRwMeEUtj8ybtGFbs8PDQrvPa2pqBBLQPMzMz5hoCAHD+2UnzGSVZ5D/BhoFAwKzIABmALUxCp9PR8vKyDg8PVSgUtLCwYEwF7T6YLzJHWPAR4Pb7fRMOk6PiZDzq9bp2d3cVCAQUjUZ1eHiofD5vWhhAN24m8ooAkdxrtNw4D842GN8z7k10UIAdgDnsEgJwgHWlUrEWG+CLcwq7wvV3Ml8wPQBkmE1nrszbrMnJSYVCIYVCIZ07d06Hh4cqlUp68uSJDg8PFQqFFI1GTUB/2nWSrJgzy/Pz6wy0vAP1OkBgODyaLO3xeHTt2rVju603IfB9XdDS6XR069YtuVxHs3Pu379vwWG0KcbjsdbX141qJwwunU7riy++MLYEjQuthkwmo6WlJW1vb2s4HGp/f9+yQiqViiKRiLmFEBTOzs4azY/wkEAzdurValWBQMA0G2S4VKtVE/pVKhWtrKzYcEd29R6PR3fv3tXc3Jyl/brdbuVyOQvTe/r0qU2bZtfKbhVr6YcffqhSqaT33ntPGxsblnhLe2h7e1uTk5MKh8Mm6HSyDTAnuN7YTRcKBTWbTcticblcSqVSlmKKSwutiDPmHyEpLAKtskwmI7fbbVqX5eVlE8kiKmX3T+w7+pGZmRljwGAU0PA0m027v9HksJg6W06wSdVq1cDO7OysLcDM3cG9RE5KMBi08Q2co1KpZPk8koxZ4VgBhrSYisWihbWhGQFg8bPct5VKxTQpLtfRMEYsvZJssjMAC6DB1HM+O8AOrQjtO0A31905QRoAxeu1Wi1JMgFwvV43IMtwT0IEnSwL1nTaubTrJiYmbJaS00H0rhWW6oWFBY1GI1UqFZVKJW1sbJjYnuTq06iTMC2MDTmrZ9cZaHkH6lXBxeHhoW7duqXFxUWbI+Osd41pqdVqunfvntLptA4ODrS1taVLly5ZawcNxtTUlHK5nBKJhPL5vNloh8Oh1tbW9PTp02Oha/l83tJL0a+QO8IuEdcFD1lEgOwCWbhxbnS7XUWjURO4Ao5IjcWdxCIJjR4MBlWr1VSr1cxajONpc3Pz2PC7Wq2mVCqlmzdvWqYKtDptFQSg2WzWds4XLlzQ1taWtU7ozztbAOyI2QWzqwZMOBctFjyi3zkGdvsAPBgYZ9x/tVpVLBaT1+s1CzIMDVO0a7WahaA549w5vwDLZrOpZDJprSwe8OhcuJ7sVBuNhmmDuA5kysAqIGCFUTg8PLQQNq4PDB/nkzlXbrdbyWTSgCOZMgyQBHQS5gcQbDQadm9FIhELUkQADqj1er0KBAJmcYdxo0XabDYNADUaDRMlO3VFaKAAqQitSfmlteXMjCGNFl0TwAo3FcLuarVqzEu5XLaZRDiUnG032mmHh4d2rgGLCILf9XK5XAZSJJml+ptvvjG2MhqNmgj5VeokTAvn7qyeXWdC3Fest61pqVarNln6WYBFerdASzab1ddff62rV6/ajJ+PPvpIuVzOPn8wGDS3RiqVUqFQUCKRUC6X02g0OpbXgpDWqXehtYBIENumJBMysmDQEoBO5+ey2ax8Pp8SiYTFl7vdbnvY0wZg0J4TbGUyGWUyGUlSOBw2kIMTAxdSr9ezdtPTp091+/ZttdttG9i4vr4uSfY+LKTslGmtOAcR0iZAFItmAaAyHA5tt0gaLowHC+709LTF3bN4oWVhXhMMVyAQULlcNidQoVCQy+VSqVRSpVKxYDqEx6PRSPF4/Fi2EQCJFFqAHMwb2SSwNIivYXAQiErftvQoslWwQ8MOxWIxy5phAjTv2+/3LVmYADfahABfguYIo5uenlYymVQymTyW8NvpdNRsNi2jhvbkzMyMZRX5/X4LhJNkoXjNZtNGD9BaAsA4xyjQMoJx4nNyHmjNYMVmwaQ9ClvS7XaN8eF7AUCE5ZJkxwkY5tzTnnL+zNTUlPL5vOmGYCiZzP1TqLm5OS0tLenq1au6evWqAoGAstmsPvvsM92/f1/ZbNY+90nL2V47q1erM6blHaiXtTwfHBxoe3tb165dey6N+CbaQy97rOPxWE+fPlW1WtXNmzftQRcMBjUej3X58mXdv39f7XZb9Xpda2trFoKGXgAaGrHcuXPnjrVXNjY2bO4QWhYWE6ezAk0KVmJEjtg4JyYmbMeIuBSXBQ4VEjxhA4rFouWARCIRs0zjdsnn8yYYZQEACOA6YcTA/Py85ufnbcEFgLD4jUYjFYtFBYNBpdNp1et1bW1tmThZkqWPkh8Ca+D3++2aLCwsqFgsamJiQoFA4JholIA3Ph8WTVJVaReQZ8MiNx6PTRewvLysYrF4DCgSvoZQNx6PH2PCACWSzC0DKGBXzyJKrg22XZgEXDUE73FPwEjAAKGjoQUGKEqn0zZFGiBAmBzWcSz01Wr1mNV4enrahKu0YrBQY5VnQcfCXCqVNDU1ZcccCoUMRPFZaNv4/X77LjtHFGCd5/sC0wEDxHwgnGUwOgAY2B3pCHBEo1EbmcC9CVgmrI5J6LBPtPAajcYxfdnk5KRl2NBi+qm2PaamphSPxw148528e/eupCMhdSwWs5bjD9WL3EOc17P64ToDLe9AndTyPB6P9ejRI7Xb7WMA4Hmv+zaZltFopHv37ml6elpXr161L2s8Htf29rZ+9rOf6fHjx5qdnVUul9PCwoINkjs8PDTqfHFx0ay44/FYiURCc3Nzevz4sbEYLDapVMryPRCz+v1+SzmFPcAuyrBD/l76dp6KJNPYBINB7e/v2+vQ38fhVK1WLRCPxNRyuWwLGACCJFZJNrGXtNFYLGZBasxFIniM+TChUMiErFtbW6pUKnau+RyAkJmZGZtfRJYG+htaK2TFOO3QgBlnFg46G1gaj8dzbIjd3bt3NRqNdO7cOWMFWNBYrJ1M0Pz8vLmvarWaMTgMIsQ+zsLs1E3QwgsEAubqwn0G28A96hxiyMweZuIEg0HV63VjopwDGQFuCJoDgYCBDIYgchxoiZz6GxxWgCSv16tWq2UsG+AQMAwocabTFgoFSUfCagCGk/VwCl5hUAAIuK84D1xrp94KBg8nHgsq+SpY2klyxg6OrgngB2Dk+w1IikQipqnBNn7az6OT1mkCASzVfr9fq6ur5hjc2dkxx1Q0GlUkEvneM/okmhbe46yeXWeg5RXrx24PDQYD3blzR36/X1euXDnR+7+J8QDOXvbzqtfr6auvvlI6ndby8vKxf3v//feVyWT05MkTW+QRe168eNH0FO12W/l8XtKRnoEFCp0F+hJEjtFo1P4dLYkk24ESDMbuFFHu5OSkIpGI7aZ5KDknFjsXKd7Hmb4LO0T0OXqVQqFgA/jQAmBVJdCM197Z2ZHX67UocobWkciKQLndbttcI/rf6Eb47OhuGJ3ALCWmX6PBYWfITp3FxxlPj5uJ2UHkxZB4+vXXX2tq6mhAI22iqakpNRoNpdNpE1kXi0Vj6pwZMgAQEnGdWSIAoGazaVoMhKvS0feQkD10JtwbuHy4NgA29DIM4YQRmp6eVqFQUKlUMhBBUjOMEq4p2BOXy6WlpSUDnohsmZEEG4XDiPsNETRsDawhLBYjEHDLMR8KYAHIBmwBBrDQLy8v2wBSzoMk08RwzyH0ZczD3NycCoWCIpGIyuWyAWfuAdpV6IbQC8HGAEqnpqY0Pz9vqcTcy2+rThLq9qo1PT2tVCqlVCql8fhoKnaxWNTOzs6x0QNOgPk2jvOXpc5AyztQL7pJ2+22bt++rdXVVaXT6RO/LsFUp1knYVoajYbu3LmjS5cuHQsLc9b6+rq++uorBYNBBYNBbW9vy+v1amdnR5FIRFtbW+r1elpaWrLIdB6Q6E7S6bTK5bLOnTunO3fuqFQq2e6OPAsEhtVqVel02nbcLDxO/Ue73bbdKe0I0mJ5KLNwEGQG40CAFi0fos6fZUFtNBoGrjgWdsgcKywFNuD5+XnNzMzoyZMnmpub0z/7Z/9MvV5PCwsLliDs8Xhstg8LSSQSMQs5rQan1dnn89nnA4Q4wRWOHHbX6FYQzu7t7Zmepl6va2lpycAe52MwGKhUKtn7Y5sm/wOAGQgErG1Flg6AE8aEcDmACYsnn4d/x0VDPD/3LuwBLSlSf4kNIAiP3BjCBwG9iJ1hTrBgz83NGdtBK4jjpKXINQYIwwpJR6GQTEjudrvyeDzWbmTMBVWtVg2A0sYBEE1PT9sOHyDI+eS68J6wJxy/2+229qnX67XFldBB6VtLMwDEyVACfl0ul9LptFZWVux430aQm7NOEup2GjUxMWHPNEk28JMWNhubH9K20II9qx+uMyHuO17lcllfffWVPvjgg5cCLNLbaQ8VCgXdvXtXn3zyyQ8CFklaXV1VIBBQJpOR1+vVxx9/bItnuVzWzMyM7cx5gMMa8DCGSej3+3r//fdtYaalgJ6Bh7YkYzdyuZxqtZrtxKPRqKW50k5oNpsmIqRfD8BhuKEky8LAOUTLh8AzrMNTU1M6PDy0uHWnFgHmA8od9xHx/81m0xwdf/iHf2iLSz6ft1h6QJfX61U4HJbX67Vdu3MSLrt7nCy03rDaIhiVZAJZ2k24qAANtEtgiCqVimknYExYtP1+vzmKAD4swGSveDwea9nRdsAFg0B2b2/PzkW5XDamEuYG0MixMZGZz9NqtdRoNAx4ulwuyyVhYW+1WqpWqwZyyPdwu92Wr0M7CL0OIlh0OGhuYNVoHTUaDRO/ejwe1Wo1Y4BGo5GCwaCBEV6HHJbvRrxjQeY+pE3lDOBD54SQGL0McQJMxIZ9ITNIOmIYYU88Ho9SqZRdl0KhYAwRmhyEwQAWvnNvmz04iWvnTRRxDR9//LFu3LhhoYxffPGFbt++rf39fXP8STKG7ax+uM6Ylne4dnd3dXBwoOvXr79STsCPndOyvb2tXC534onS169f1z//5/9cm5ub+vVf/3V5vV7dvXvXet8+n087OzuWHYGbCNvw/Py86UIODw+1vr5uol+/369ms2n0OOyCkzVwCgh5YLOQ4LYgcOz8+fOWbEubwSnORSODvgUbL6JaHC8wOohH+ZxOABMKhYzaR6xaKpW0v79v2hHAGnoZ7LNYeGEhnECX926322YZ5zM6Rz7ACLRaLQsmo93Crnx6etrE0D6fz0SoiEDRr6AJ4rxzH6NXwg5Oy6JUKhnLQ+YHLSNaT062isWdkEF0I3we2ITvTmluNBo294l2INZ7UnGDwaAJfT0ej7X5ONdofsgjgVkDIBAwyPgB9EUk+3q9XpsVRQuVc9TpdBQIBJTP5y3NlbA32mPY4Zkv5Axy43qxu4cNw76P7gqRMu2xfD5vbCJZNOiYYALRmyEWh6WRZNOtnfVjsRzPq5NqSd5kuVxHQ0KDwaBSqZRZqh88eKCnT5/qn/7Tf6p//V//118atFSrVf3u7/6u7t27p4mJCf1P/9P/pEuXLum3fuu3tLW1pdXVVf3v//v/foyt+ynXGdPyivUmdw6j0Uhff/21KpWKbty48crBRj8W08Lx1mq1EwMW6Sj2PB6PazAYKJfL6dGjR8dyIUajkRKJhBKJhM0yGQ6HFsfvcrlMlwAbEA6HFQgEbFYQ+gz0MLQ8ENJCc5Ph0e/3jSmgNeLxeFQoFMy1gZMHyhu6P5/PW+Q/zAH3CVqgZrNpTAa2YBZeFgd26OyWYUG++uordbtde/gg0GVGEKLI0WikZDIpSZbDwSJJ24AWEqMHAEkcN+fJ7/cba+P3+y0FeDweK5fLyev1am1tzdwpTIpGKwGIkGRMAkMPaZ2w0MFqsOADEKWjkQDojbDsAmjQq0iyDBXn7p6Flvc8PDxUPB63a0f2CI42BmkOh0NVKhUTndIqPDw8tBThQCBg14Cof+ZEkVgL00YabqFQ0Gg0UiaTsWwU0my5B7g3UqmUAoGAEomEAS6C85znG7ErIlxyh2B/Op2ORQCQR0IrCb3UeDy22V7hcFjRaFSNRkOtVsvuj4mJCcViMXsP7ltJdh8zMJF6F3Qa7wJw4jg4X1iqr1y5ol//9V/Xn/tzf05/+Id/qM8++0y/9Vu/pf/5f/6fTYz9vPqrf/Wv6t/+t/9tPXjwQLdv39b777+vv/E3/oZ+7dd+TY8fP9av/dqv6W/8jb/xpj/aj1Zv/yqe1bHq9/v64osv5PF49NFHH70WpfljMC39fl9ffvmlHe/LPhj+1X/1X7VETvQQ0WjU8i36/b7K5bJyuZy5MtjxZbNZFYtFc5WwQ2TXyBwedA/Q9PTgfT7fsYRcdkHpdNoEqs5wLhgdKHVyQDqdjjKZjOWToAnweDzmGKLtRDYG2gXEv3w2dsbsficnJ7W1taXNzc1jixmW4ImJCc3Pz5tlGL0I+S4kfWJtBqwAzKRvQRfhajAmACBsrPwMDEY4HLadOy0D5uTQZiFlFsErzJUzoIzPg3MMlxNtC5fLZeeZ8+fc6cPM0Xrj/KKH4VqxYDATCpDXaDS0uLionZ0dzczMaGVlxQINsTTDGOH0Ie6dz8PMHr5zTjcNLp/xeKyDgwO1Wi1lMhn5fD6trq5a8ir3YLPZNFBA6wpHUTweVyAQMK0S+hlYFOd4AkTJAGyADdcS7Q9AiOvBnK5CoSCv12tp1Pw+U9cR6fI5B4OB4vH49yLo3wXA8C4cg/TDOS1+v19/+S//Zf3e7/2efuM3fkP/2X/2n+ng4EA///nP9Rf/4l/8wder1Wr65//8n+t3fud3JB3NWQqFQvrDP/xD/fZv/7Yk6bd/+7f1B3/wB2/k87yNevtX8awkyR6en332mVZWVrS+vv7au5M3zbS02219/vnnWlxcfK3jDYfDNq+HWP3FxUVrrQSDQc3NzRnrQCQ+i0m5XFaz2bSFg8wMQAwPWlpL7CqxYzIbB4aoVCpZ5gsBY3xmfoa8BkLtZmdnbSozuSzszhGQAhII8cJazCIgyXa90tGicu/ePRPXMtcGFikWi2lhYcF28SzSjUZDg8FAiURC2WxW0rf5OgiPYTfQpcAK8d6wGogzKSYJZzIZG54I4wODBeBBuwMYmp6etmvMMbErh/Wanp6268pOns/DAkmQHCBM+pb+h1VwtgGlb6dTk4+ytLRk7Y/RaKS7d+9qYWFBgUBAg8HARkCg+ZmZmdH8/LwJfp33OkwowIC4elgZWkulUskAYzwet/uTFl80GlW9Xlc4HDahOGAb4IvgGYEz9wUADicSwYewg0xEh3kB5CN25t7jXHq9XhMXE7yHEwo3EaJ1wAAM3nfTb98FwPAuHMNJjgPN0scff6zf//3f1x//8R/rf/vf/rcf/PnNzU3F43H9lb/yV3T16lX97u/+rlqtlnK5nLWGU6nUTyrU70X19q/iWUk6elDcuXNHH330kRKJxKm85psELZVKxQTCqVTqtV4zGo3K7/fL4/Howw8/1MLCgnZ3d5VIJPT48WPTtLBrZBcK5U9OB7qFfr9viwLCQ44ZMaN0JFxkujIMB7t2dvY8iFnsXS7XMRCFPmVhYUGtVssWTRYvBLDOwC7EmmR2oAGB0cGpsru7azbSqampYwFjKysrJsCNx+PGKLDAOnM+cKzA6rCo0TYjS4aEXQAXgmYWZQScOGRYnLB4Otkh2CY+G+AS667b7TZhK4xGvV63do/07TBDwAk5LoAdZ9Ivji/p2zYFuqLhcGiJtHt7e2YX9/v9evr0qTKZjPx+v+bn5+1zImoNBAI2bbpUKhmD5Pf7reVGqxGAAWOBKBzdSa/XM+GsE2SRxAvAoeWUSCTU6/UUCASsrQfrxesBQrgPadcAuCjYHknmgKLViWUa9xHXDps8LUEYpl6vp3A4fEzgDpB8Viv7rD30bb0oEfdZE54B5s+qwWCgL7/8Uv/Rf/Qf6auvvpLX6/1eKwhR+y9Lvf2r+BOt07oJxuOxtra21O129fHHH39PxPY69abaQ61WSw8fPtT169fN2vc6FY/HNTc3p83NTblcLs3PzysWi1mabD6fN4AyHh9NR2bBov3B7pRFksXY2ddnOB+LBQ8yJvaGQiElk0mFQiGFw2FjIggBo0XQbreVyWTsz87wNhxGzICBGaAFwvA1JjgDImgj8Rlx4cDm+P1+S5ldX1+34wCAMWYA0SVOHUCRkx2AQYFFoZUBywJDRCuNAZKErTGVmIRh3DgwLLSiuF+kbxkqmAtJ9rtYk9Ei4aJikYZZQliNNgTQxN+R58JnoD0YjUaN5XKG6BWLRR0eHioYDGp1ddUs2LAF9XrdmCUcTnNzcwagSRB25p3A5NEaxCa/t7dngLvX68nn8xnQ5V6GGel2u8aGINrlfOEqA6TQ5uMcwIoBSvi8fA6YF5g3dEGwYgjMYWLIiIlEIgY++V1ANtc1GAw+87n4LgCGd+EYTnIc7Xb7mDvsRcXcuZ/97GeSpJ///Of68ssvlUwmbaRIJpM5tY3wu1Bv/yr+Ga7R6CgxFibhtC15p820ALAODw9fSyD83XK5XLpy5YpGo5GePHmidDptQ8mYMeN2u5XJZEx0SwBYNpu1BM/hcKhYLGZR+s5cD4AAff/RaGR5CbgveC/p6OERCATMNu18iM/NzalWq8nlctmOHyAECPL5fNYuYBFgei4LDEFi5HGMx+NjNmzaRolEwtpJFy5cOAbIADowIAxWZOdMWwqXCCAG5wgLFz/faDSMLWo2m/bzsEI4YpyuIcTEgUDg2IA/gs8Qi9L+QdjKz3McMzMzSiaTltRKsB3MFoJZZvNgqyYPptVqWUQ+ImZ2mYPBQLu7uwZUvvjiC9Xrda2srBhLUy6XNT09rWw2q1QqpcXFRbndbmManOnLaFtwCzn1VrBH6ENgder1ugaDgZLJpDFBCNEBfKFQSJ1O51hLDFcbn4U2HqJdSSambjab1tIE0GJL5h5jMCZAENCaz+cNpAAo0W9JMnYsFAppaWlJ0WjUQApg67ssAc+Nt73Tf1dAy4tcTN+1tL+oUqmUlpaW9PDhQ0nSH/3RH+mDDz7Qv/fv/Xv6xS9+IUn6xS9+od/8zd98vQN/h+rtX8WfcL3OF7Hb7eqzzz5TIBDQBx98YOmWp1mnCVqGw6Fu3759jLE4raLlsry8rKmpKR0cHBj4wLHADr/X66nRaCibzVoiLQsj9D1gwOv1KpVKKZ1OKxqNmu6DBzHtEtoQlUpFtVrNnEu4ZPr9vvL5vNrttnZ3d4/9O0mo+Xxes7OzCoVCSqfT1tKh3cMuFD0NowVgYKrVqh2j2+3W/fv3zVqK22R5edk0IqQFOyfqkgUDM8Ri4XIdTWOm/cIOHTZlMBjYnJrZ2VnLmanX65a+67SOwyTQroFtYhFl8XJGwdMSkmTgyev1WnuhUCioUChYaw39DcAArYz0rYAU7QpZOjMzM6YXAjDghnnw4IF8Pp9mZ2ctjh+AhH2bLJxQKCRJZvcl2ZckXQAD55i2HCm5nAe3223TypmtxYKUTqetFUQ+DGDHqXPhXHCeACIcA9ee68xGgtYfwM3JsHS7XQUCAXOLSTLh+8HBgQ11lGT3BrZ8WlWwX7SkaFM+q94FwPAuHAPH8bzN6cuCFkn6H//H/1H/wX/wH+jjjz/WrVu39J/+p/+pfv/3f1//6B/9I124cEH/+B//Y/3+7//+6x76O1NnOS1voer1uu7evXssMfZN6E9Oqz10eHioW7duaXFxUel0Wp9//vkpHN23RasGPQOW5nPnzhkQIZcDUSCLfy6Xs5wRouJZuFkMcFpgrcZxw6LizB7BKkqi6eHhofx+v2KxmLWvXC6XiVnJ5FhdXTWQVa1WLTyOaPyDgwMFAgFjLgBQsES4b6LRqLmxEAlHIhHbYSPGReNBYBh6DsK90EfARMBykDlCwJ50tEsHMNF2gD0YjUZ2XmCOJFmbhNYOehvOGfk55KE4A83a7bb9rtvtPhbRz3wg2CHEoJyj4XBolmXSe2lrYeNFT4KOpVwuW/ZNrVaTx+PR8vKysREE19FibLVaqlQqSqfTCgaD6nQ6JuwOBoMWv08rCkDFd3l2dlaZTEalUkmJREI7OzsqFAo2k2ZmZka5XM6AIzkxpNAyTRvAK+lY4J4znRa3kXNoJNfI6SRCb8KC6bRYMzASrVC5XDax8Gg0sgGJMzMzCofD8vl8qlarNqsJxvGH6l0ADO/CMUgv1rS0Wq2XbrlfuXLlmc/kP/qjP3rp4/sp1Nu/in/GKpfL6d69e7py5cqxxNgfOwjupFWv1/XFF1/o4sWLWlxcfKPi3nPnzun9999XMpm0GSgIaev1uu0yob/ZZcZiMVWrVW1tbZkYl+nN4/HRRFa3261EImEAwKnDYHfLTtkppuQ9Dw4OzDkxNzdnMe4Mvtvd3TUNBQ6oiYkJG/6H3oYdMzktPp/vmBAyn8+bmBYxKAs2uglACwMCyXtgZ10ul62NgpCTdgQMBsJZMjnIEqlWq6rVamZt5r/s4mmnzc/P27Rs2gwIX2EgYLS4Drzf5OSksVoMLuQ6zczMKBAIqNVqaW5u7ljKKo4WQMF4PLb2lnMaNK0PWlwcN7OAOO+0XhhhwM+R6VMul60F1263dXBwYOwVE5wZaOl2u42tqlQqyufzWllZUS6XU7vdNrCCeBsWDpYQ0TZAF1datVo9NiKC+xomCRAMUEdATWYMrjDOhxMYwkpK304XpgUHKOMeOjw81NLSkoLBoCqVyrEhlNzTPzRb6Kw9dPLj6HQ6z2yxndW39fav4k+4XuaLyGyT3d1d3bx583s35psALa/7oMjn8wawoIudttjTKkBLo9Gw+PCZmRmtrq5ammitVlOv19Pm5qa63a4Fls3MzKhQKKhWq9kOhRYBmhSyRxjaRmYHCxc7bvQviEYJP2NaMy0xkmIjkYjC4bBpSmq1mgqFgnZ2dmyH7LSXQv0CQiQZbY+eBN1LKBTS8vKyCZDJ3cDlRAuBxQ0WARBHW6DdbqvVatlMJj4LImOYIdJgEWQ6w+36/b6l0k5MTBiDhUAUIFcqlSTJnFYTExO2IM/Ozlo4INbdwWBgO3eC1GAXGDzpnPeExom2oCQDMbAUCG/5Li0uLmpra0vVatXs6NzLzHgCeEoyGy9ABjYEHVOj0bBEZgAdwzD5mUqlomQyacM+mUAdj8e1v79vbSjuA1gwScaaca1pYcJ4AXDJokEcC+sCg0cBGBlXwP3IZ6VFSLsIMNVqtZRIJEycDnN2584dE6Gjf5qamlI0Gv3B7/e7ABjehWOQXgzgXqU99GetztpDP0INh0PdvXtXHo9H169ff+ZNywLyLhSC22KxqJs3b34vd+G0i4fy5cuXtbe3p7m5OT158kQ+n08rKyuq1WqSjvru2E+djgiSa0m0RTQJPd7pdI7lUeAyyWazx+h/BigCehBVMrAxGAzaIkJbhtaSc3ePzZWdLGFrLFS0qqQjIV21WjWK/+7duwqFQjZRmrj4SCSier1u9DLaEuyrZHfADhHmxogBAAVtAHbLztlB1WrVAMdoNDJBK5OxvV6vDg4OzCLtjPjv9Xqan583Gy5sGKFqMBawIs4QO9wysACAAFgQBgnS9pmaOpogjUsKp1YikdBwONT+/r4totls1pifubk5pdNpa5c53VGk9M7OzioSiWh7e9tAidfrtTh+2kvOkQvOc4soGZ0UIJzPv7i4aMGACMX5XdprnD8GJyKihQGBHaRVCesH8wT7wc9yP2Nhh1nkPbFgY3XmeBFVc/3RnZVKJVUqFXsucK8CVL9bgN+3We8KaHlRPcvyfFbH692/ij/xOjw81GeffaZYLKb33nvvB1E2D/C3XaPRSPfv31er1dL169ffOGCRdMxuu7i4qIsXL+rChQvq9/taWlrSe++9ZwFwiA/7/b7F6SOKdC4CTndFPB63oDEsx/F43NoB2LiZP5TJZCymHRaDYC1oeBYNxKosvizg/BuLl9M+y2I5NTWlJ0+emNuHRYn/IubEZcODlxYUgkjcJ3xeGBZsr7S4ONfZbFbdblf1el3VatUcMLwnqamADtoM6GQkGfvDrh8hMCwJNm8nE+F2uxWJREz8jPNqbm5OzWZTlUrF9CWIs51iUZxGRAQwARzA4XK5tLW1ZecC/RLtnMuXL2s8HmtpaclyR6anp61N2+v11Gq17PNKR63IbDZr4xDC4bCdk16vp729PRsdgNWbxRHtC+eHtF7YFadoFoBBERjnzL5xTrjGpo8omXMNq+f1etXtdo0NIduF12M3z3vyu4Ab53wldEOAb5xdsFpzc3N6+vSpPvvsMz169MiE6hQA6W3WTwW0nDEtL64zpuUNVrVa1f379/XBBx+8cFjVm2gPvWz1ej3dvn1b8XhcKysrP9qDxpk4S124cEHlcll7e3vy+/361V/9Ve3u7srr9Wp7e1v7+/vWwsCZweJNYFy5XDZAAYhptVqmOQkGg6b9AIywW41EIqYncA4lZIFwUva8Nk4j6P/RaGS78MnJSS0tLVlbhAh/jhlBJRZmWi9oEghIc44d4N+cYwsAZ+TOVKtV+/tAIGBskvQtUCbjhfcj70WS6VR4P5gdhgTS2gKsEB7n9/vVbrfttdCjsOjBLOKecjqFaIWRfswiTTid3++3fB70J4lEQp9++qmJkO/duyefz2cBcGtrawqFQiYeBcwgxuZ6IkJmvlEoFFKz2dT8/PyxjcXk5KTdg/l8XvF4XLFYzP6uWCwqEolod3dXw+FQ586dM9ZnaWnJWEG0OLAdtIy4tyTZeQJ8Otk6Z+IuIydarZbZwgGXAFAYRFqEXH+YQr5H0WjU3Gu0lXCXVSoVAyLkGnE9qtWqisWinjx5otnZWUWjUQP4b7POQMsvT52Blteo5y3qBwcH2t7e1rVr1040tRPx3duqVqul27dv6/z58z96ENEPiXsvXbqk3d1dNZtN5XI5Xbp0yR6MLJyDwUCpVMoetqPRyHQgCAPH47HpC7AfY7+FFUET0O/3lUgkTPhLDgnD77D/wrZIsgWEHBc0Ev1+Xz6fT4VC4di0XBgQSbZQAEz4ORYbdtKwEbR8cN7Q0pCONAo4WlhUaFkFAgFtb28fs0HTukIwy+cfj8cmRnZGu0uy3b0T4GHTPjw8VCgUMrEvDAGtBHQ+tO8YxFiv13Xu3Dnt7e1ZYB5i7GKxqH6/r1wup0ajYSAGwFosFrWwsKD/7//7/2zRLhaLxk6l02nTbJRKpWMBbDAy4/HRoMFQKKRGo2HzWyRpf39fgUBAW1tbdk85c1n43iIAdrvdqlQqisVievjwoTEojAVAlOucZcTn4V7jGjIwEvYGkE1IHG3TRqNhf0e+EKAHYAkD6GTrYANhb9B5MTbg4OBA0WjUJlT7/X4D25JMKO38HkciEXMbtdttFYtFS6IG2GER/zHrXQAtJ9ECvmy43J/Feveh50+sxuOxHj58qFwup5s3b554zPibcOU4j+l5VSqVdOvWrVMdIfAy9UOfPRQKWcQ7s4Zu376t5eVlLS0tWfooiyJpsMFg0BYA9Ae0iFhoAoGAAoGAQqHQMUHueDw+JvREDEnOiTPyHt0HgwKlo6nKvAaMzmAwUCAQMGcHC5R0lINBeBnOHWdLx+mc8fv9WlxctAUIbQTOk16vp2AwaKDu4ODARh5sb2/bOfZ4PMemI3NsCGRZ5Gg5IAwlPdXlctl8JVovtOaI3efzFYtFeb3eY2m7ZHuQbQKTE4vFTJzr9Xptsjahb4PBQPV6XW63W/v7+wZGvv76a5uAXC6XTTja7XYVCoUsOh9HF2wcDqp+v69AIKB8Pm9tLDRHzuwRzgWtrEKhoEqlonK5rEAgoEqlom63q+XlZRM8T09PW8sSl5QkW5hgkxqNhvL5vF1/AgkR33K/wbKVy+VjwJH7FcE0zh4AhjMoDiBarVbNyi0duX86nY7C4bASiYR9pwqFgk3O5vsAK/RDhQZqZWVF4XBY7733nmZnZ7Wzs6NPP/1UDx48ULFY/NHY5Rflo/wYdRJtz5mm5cV1xrScYg0GA925c0d+v19Xrlx5qd3Em2oPAQh+6Au7u7urg4MD3bhx47kzLr5bp2ljfJ6e59q1a3r8+LEePnyoRqOheDxuLMTKyoqePHliUebs/AaDgSqVioLBoFlEGWqIYLFQKNgOl13q5OSkwuGwWVwlmcbE4/Ho8PBQiURCtVpNfr9flUrl2ORibNjscHO5nCKRiOWQcI2dyaS4ZdAP8G+4QgAimUzG9B/OwDVEwCxKlUpFkkxrAxuELRcxMW2yqakpRSIRyxlh+CIPVxZAj8djn5HYd1ghbNWwNr1ezyLEo9GoAaFwOGxJxgAZ2CxAIboQWnONRsOADrN4EJ4+evRIMzMzWlxctGsWj8dtIjjR/Nh3ybUBvASDQe3t7Rk7w+gG7qHJyUkdHBwoHA5ba4odu/M6h8NhS6JNpVIGfkKhkLlr6vW6JfZ2u13FYrFjc6m8Xq/lpTBXCEDlHEwI4KMtx/3iFKA7Rc+0fpwjLhAmA4gAqaQ2cy4B8bSh0O84GbqTFKAqEAgolUoZu1gsFrW5uWmON/Rmb6JelET7Y9SLMlqks/bQSeoMtJxSwQKsrq7adM2XqR8btMAIEcn/MrsQHmanCVrY2X63cAmVSiWtrq4a+wIYQWciHYlDWZSGw6HS6bT13+PxuGq1mmVdwBzgBiI9ldfFlYFIkinE/X5fU1NTFgfvzKZgFzwej22h6HQ6tnCjc0GYubm5aYs8IkvAgHSUmupsx+RyOYXDYbOpTk5OKpPJaDgcWvvImecyGo2UTCYVCATUbDYVCoXsPaUjQMZihhDZ6arhfflzMBg0PQQLJTZoFkBn6wCXEwtivV5XPB5XqVRSr9fT9va2AoGANjc3LQwOhoB2Czt7FtxSqWTAJBKJ6Nq1azo4OLD0Xd7P2Zrzer3K5XJKpVK22x0MBvL7/arVatbWisVipqXBhRWNRo3pCYVC5kwibI02yNTUlNLptIEt/t1p7YatgNlYXl42xxfXi+8XDFy9XrdnA6wj1wxARmuOls/k5KQBNICtE/DQ+gPQoEdqNptKJBJKJpOSZHH+iLTRITGmYmFh4UTf7+8yDC6Xy8YBSEcLdbFY1IMHDyxKIBaLmWvpNOpdaA+d5Bg6nc4P5t2c1VGdgZbXKL5Q5XJZ33zzjS5fvvzKAwTfVHuIB57TBeRkhD755JOXfjBwrKf1EHiWEFf6djbT9PS0fuM3fkP379/X7u6u1tfX7QFNDgluEZxG3W7XbL2ADlJmsWeSMooWAUEvuhGnOFOS5aBgf0bIidsFVw8hXuxSpaM2Q7VatfPHROXt7e1j03lXVla0tbV1TN/gHA45Ho+1vb1tu2lJx8K9mCTs8XhsPky9XjdmBuDBThtgcXh4aDkqfr9fzWbTwBcsFtQ12pDvzodyuVymsYEl4TWHw6ExFtK3rQlEr/F43Fo3kkyUDLiUZFbnXC5nFua9vT07Bj4PDMnjx49Ns3J4eKhCoWBurn6/byJlsoAk2TlHgFyr1TQ3N6eDg4NjbRpAKMCAvJ5YLKbd3V1zU6EfcrvdqtfrWlpassXf+dnm5ubMPUVAIPkqnC++b9yTCMJhCwEHTh0SIFSS3YsAGecIAuL6p6amjrFSuKIAvtzjOPlOUi9yD83OzmppaUlLS0vGkh4cHOjBgweWRh2JRF5rdMi7AFpOwrQgOj+rH64z0PKaRXvl+vXrr0Vtvmmmhep0Orp165ZWVlY0Pz//Sq952pkyzwJsTifT6uqqpKMF5fbt2yqXy+p2u2afXVpaksfj0ZMnT7S7u2ttFsScsCPYmKenpy2ThCh+dvOwKzhvQqGQ7Uhha2ZmZky7gguEhR03DAFlHCdZIyyY+XzeWAHp6LrEYjE1m01FIhHTqDjj7Qmvw62DxsTj8ajb7ZrGgcF+LG6FQkGxWEx7e3vm0gFYLS8vq1gsmgUcESbXAMYgGAxaHD46CMAdScBOEe/09LTW19eVyWSsxQV7gDAZZgotS6/XswnYkuT3+7W0tKSDgwMdHh5qd3dX9XpdPp9PyWTSpjejjQH8DAYDY6mCwaBpdZyOJxgS2A/AAYCFIYe000ajoxESDMLkf3xmAvfQPKFzIX/H2YLZ3t42K3u73VYkElGlUrF8HsS06GsAMCz8RP/DkDmnQsMa0ibCaQT7xPkjvwWBNCB6ZmZG8XjcriHXiGOR9NKL6ssABvRn8Xhc4/FYjUZDxWJROzs7mpyctDbSy7ZQ3gXQctJjeNvH+a7XGWh5jTo4OFC5XH7p9sqz6scALS9jwT7pa55Gfff12u22bt269T0nUygU0qVLl/T5559rfn7eElOxjqZSKfX7fR0cHBiVTtaJ2+3WxYsXVa1WVSgUlM1mFYvF7JwjJq1UKmY5dj7U+fd0Om3ppoVC4XtppLSuAC/YkQEx7JBhRGB9EJqS5xEOh63dAjtUKpWOhZexGKFtoDV0eHhoc28qlYoCgYCKxaKJbrEmR6NRFYtFlUoleTweXbhwQcVi0USsgCAs5AwoxAWDIBOHUzAYVLFYlCSzAqMBImmV8+oMeMvn85qcnDRWCCbL7XarVCrZmAQ0R8lk0todBOMhZubvsS5LMpEwLSfaK0w0HgwGikQi8nq9WlhYUCaTsfYYABm9CW0oxNkAv06no1wuZzohdDwk69brdS0sLKhSqViAHDZ2QurQRtGKJKUZ0CzJ7nV+DrAFwOUegnkiOwhrPkzh7OysGo2GAoGACYERGtPeYgQF1miE1+fOnftR9G8TExPG8qyvr9t9/eTJE3W7XYXDYUWjUQWDwRcu9O8CaHkR03LaSeO/rHUGWl6j0um00dqvW28qEZdFLZPJaGtrS1evXn1todebAC18YSuVir7++usfbLWlUiktLCzoiy++MP3Q1taWuYJYWHH2YC+enJy0JM/9/X3LIyGY7uDgwBYP6SifBDEm7AEJsdFoVJVK5VhQGkwIrh8Wc/QFtFrY1TKY0BkgtrCwoJ2dnWNum1arpWw2e2zgHWCLUDhsuByry+U6No23VCopFArZQEFJ1vog2p7ZOeSecN+Ew2FLPOX1cMHQIgF4Ee2OdXp5edlaJCy8kUhEm5ubBpqZoExOSLlcViKRMLsv98TMzIy1Cnj4T01NKZFIaDw+GpwJkwC7wKgHvlukKcNIlEolA6a4gmC8AKrhcFh7e3vGPiC6xRVFbgmTrSORiLLZrAEoWogEtxESyPUhvRhrOq01WmrValWZTEaxWMwAC9O9GQTKvSZ967hD3wS753T8AFy4DzqdjuXRwCQBKgHX+XxesVhMCwsLLwVYpNMT7Xs8Hi0sLGhhYUHD4dBmPD1+/Fhzc3PGwjyLCXoXQMtJjuFdmNP0rtcZaHmN4qF0Wq/1JpiWiYkJ7e7uqtvt6ubNm6/VF6ZO+1gBQQCrF2XbXL16VcFgUJ9//rnpCEqlkoWnETCG5ZUFV5JpQ4rFou22WWQWFhZsseIBUy6XtbCwYMCh1WoZq4GLCGuu9O3EX3Q2q6ur5kTq9Xq2KKIBQZMA4Jqfn9fGxoa1DLBzs/udnJy0BYn0UsLxcCGhR0EIGovFzFYsHelraK2wsybeH9YFcfDExIQikYjNW0IwDJuAS4V2E+2JdDqtUqmkWCymRqNhbheEsQAev99vybWc80qlYgtjoVDQ4eGhFhYW5Pf7j4XWoRNpNps2s4k5VbTPuC4MEHS73fa5lpeXlclkrG0DMCVpeXp6WqVSSQsLCyZgbjab1maCqWg0Ggby0ItMTk4qmUzauAXYmUAgoHQ6bWwTrp9YLGZjGpwZOmTCHBwcWHtyOBxqZWVFlUrF2kDkBPG9BHAAiiSZjgmdEroa3EqxWOxYICD2Z9gejv1V6rQXYsB7LBazTUWxWNSdO3c0MTGhaDRqGTOnbRx41TqJpuWsXlxnoOUdqTfRHhoOhyqXy/J6vbp69eqp7TTehGiYUfcnBVbr6+saj8d69OiRiS93d3c1Nzdnjh8W6m63q7t376rZbCqZTNpC3Ww2jQkg84WZLc4cEnad0hHwQNApyZwh7XbbdDKwKNFo1DJQ3G63CoWCIpGIcrmcyuWyWX+JlW80Gkomk/L7/drZ2TmWRMtMHjQHMCvsmBFIImDFBZVIJJTP5+X1eo9FxTuBBIwPLAq7fEkGwIiHpwVVq9WsBcekZj43U5rRu/D72JdZNBOJhE1O5rwBBBYXF7W3t2c5O51ORwsLC5Y23Gg0VK1WLWyOKH1EyFiLWXBrtZrd//l8XvPz89rd3ZXH4zG9DSGF6GA4R/l83sLp0JeQvzIcDs2VBICANZG+BQ+0GQGS2WzW7uVer2ftNtpY3L+MmvD5fNYWDIfDxo5gXyZsEGANe8l3FZYOQOVkWiTZ3KBkMmmC2/X1dQ0GA5vH9LyhiG+zGIvg8/m0urpqbsPNzU07T85soLdVL2Ja0N6d1fPr7Ay9I3XaQKDb7erWrVuanZ3V4uLiqVKjp3mso9FIm5ubGgwG+tnPfvZSx3nu3DmNRiN98cUXZhPG/RMOh60l8/DhQ83Nzen8+fP28MJCOjU1pVarZZN70UeQV8KOmF02bQbYJuhzFgmsqx6PR6lUylwWLICStLe3Z4F2LEpM7aVF4Vzc6e0jjmQODQyLs/0FC4RWoV6vWwppq9WSdCR2XFlZ0c7OjrV5isXisfYJD3inM4j3gYWo1+vmpNnf3zfNjCQTIbtcLmv9RCIR5fN5W3w3NjZskUfvgtB3OBzq4sWLevLkiYE2xKZOxw33IyBOkul6yPMhUwUnFjoQWimMFoA5w8IMe1Or1XRwcGCCVGLxYXK4FxBEMzyS1gzDLtGMkKabyWRs+jKfZzQaKRqNGigEbGHn5/zDRJJ1E41GDUwiwOX7RfYHLBivQ8oz4IccmevXr+vp06fWQg0Gg3Zdfwo1MzOjdDptacjValW5XE6ff/65jRaIRqMv3eZ63XoR00L78KyeX2eg5TXqNFH7ab5Wo9HQ3bt3dfHiRXNOnGadFmjp9/u6deuWhaW9CrBaXFzU9va26VpYTFKplKanp7Wzs6NEInEs0dOZa8IDHCfPcDi0xY0WD44fLNaEZeGECYfDJsrEVnr58mWbejw3N2dhdqVSSS6XS8lk0jJZiJCXZK2fcrmsYDBoqaROOh93De9Lngc/B1OEEJjFGADGgo4+gwGHMCbNZtOi4GEGnCFj4/HYsksAavPz89bqCIVClr0BcAoGg9rZ2bFUYBiZZrNp7TiC7iKRiEajkY0tCIfDpi+BjarVaiqXyxYQKMkAHOCw2+2aLZvZSrTUcFYBcBDMAmDG47Fl4LTbbc3Ozpo4NRAIaDweWxAe7F6j0TDWhnsJ8OnMOeF+ctq8uV4wZZIsK4gBhIAwgNLc3JxarZa1nvheAuZo88FU0ZaDmfF4POYQYmI2x3PhwgW7/wF+r/odfZvlch2NFvB4PLpx44ba7bZKpZLu379vAPHHGi3wIqaF++ysnl9noOWXrAqFgh4/fqyPP/7YBJqn3XY6DdCC9XptbU2BQECPHj16pdeZnZ3Vr/3ar+lP//RP9eWXX9pCCl3fbDYtd6Lf7yuVStkcG4AKPxuJRGxhwTLMbozANhYMxKMsuIeHhxZ9z2Lk8Xis344zyePxmFiQ3S6OodnZWRWLRaPkCaFjRo0zmEyS7YxZeHGQEAFPawwGAKAF64OWhYUMezVgAiYKZwm6hmq1arZZAuMIAXRmvKAJIdF3fn7eFnKswti2c7ncsYWb3BIC9wANMGRut1vpdNpC8dCVwOrQupFkDAnaBoAcbRZSXkkRbjQaikQikr6dBcP94vF4FAgEjG2BfcMmj6sHsMlxZLNZY0MQAaPBoTUESyYdsS75fN7aQbTlaFfiQGN6c6lUUrfbNc0JAXBoYtA4kclC6xPrOi3SdrutcrlsE7S57s5WoqRjzNdPpRgt4PV6tby8bGMfdnZ2DLBHo1F7Dpx24fL7oTpLwz1ZnYGWX6La3t5WLpfTjRs37MvxJvQnr/uatVpN9+7d04cffmgP+ld9PR6m58+fNzagUqlY2FypVNLU1JTm5+fVarUUDAZ17949YxpYMLAUk/vCgDh2qs1m03a1uFXYCTtdQQg+ASZoVWq1mkKh0LH3HI2+HVDn9XpNl1Gr1dRut83JgVYlHA6b+NXpNnPanslQYVwBGgZCy9hddzodpdNpZTIZW3ho27DAo4GBnej1ehb/32q1DEy0Wi1LtAXg4OIBEE1MTKharSqZTFrmCws74Wy0a/h85XJZ8/PzZi/ms9XrdWvTtFoty3cJhUKq1Wo2IRtRtc/n0/7+vjEw5KC0Wi1z4JAYvLOzo1gspsePH1t2DUwHoAoxtNfrtZ9pNpsqFAqmLSkWi1pcXLTgwUgkolqtZu85MzNjrqJut2saKbRUBMt1Oh0bJQFodNqPsX13u10lk8ljwlPaj/ycM7mYewJgTMsPEO/8rjtD7fi+ce85j+WnBGCkI2CXTCaVTCbtni0WizYcExbmtEYLvGiUwBnTcrI6Ay2/BDUajfTgwQMNBgPduHHje5HZPxSR/6r1OqAll8tpY2PjmPX6VV+PhycOF4/Ho2q1qkgkYlOLET1ub2/L5XJZwBrtAZ/PZ9oFtCcHBweWdUFrhTaP1+vV/v6+ZbGwoDiH/3388ceSjtp029vbymQyJi7FDQSoINcFAWUgELCdMe89OzurUqlkehmm7ZIL0+l0DDDRonE6dBBh8h6AE0LRyEbB6oxl+vDwUJVKxQTBBOiRSTIzM2OiT5/PZ1oQXEGcl1KpZIxBr9ezFtPe3p61aubm5mw+FMyEc1bUYDAwlxdaIhgHtD3ksgBsEFfDIqARgiXyer0GtIbDodneAWnMm2Lhjsfj2tvbs3YPQAIWJhKJmGZqfn7eWBiybji3CLmdQzoBLxMTE5Zw6xyuif2Ztg7HxNgAwB/sCeyQpGMjL5hiTZoun4PWoqQfZAN4rsBCcH85E4KdIXfvSp0k/8Tl+v5ogVKpdKqjBfh+/VCdTXg+Wb07d9ZPsN5ED/RlA4b6/b6+/PJLeTweffTRR997WLyJ/JdXARnj8VhbW1va2dnRzZs3j305X/b1nLs9KHNJ+uSTT8zhsLW1pfn5eaVSKZ07d87aB9LRdSMSHwsoOgZSYTudjtG1WIWbzab29/fNlYJNtdVqqdFoaG5uTvPz8yqVSmq32/rmm2+UzWZtqB6tIlJTCVcDjKBbQIxH2m6r1TJqHvDBjhmWgUwVWlpoRSSZXoMp2LBHJM4uLy/bDs/lchlzQxAcQl3aIIhTcQiR5IogFacMC6wTxNAaqlarNnPHGbXPlGPGATB4kIUd9kE6vrhyHWiTzc7O2nl0aj0IDuR9sSkzrHF1dVXD4VDBYNCSjtEy5XI5Xbx40UZHxONxY95wqHA9Njc3FQwGlUqlzA6OI8kZ7e88/vH4aGI5TrTNzU31ej1rIzGOAu0O7TNafFyTfr9vIxdoY0lHzwIAPcBGkgXxcV5OOvuGjCK32222fTQxTCEHxL3NehXXEAaGK1eu6OrVqwoEAjo4ONCnn36qr7/+Wvl8/qU3gyfRtJyBlhfXGdPyDhUP15P2U0mOXV9fVyqVeu5rnma97GvCBA2HQ12/fv17X9yXeT1Yku8CFury5ct6+PChJiYmlMlkrK2zvLysZDKpP/7jP7addjAYPBZJT7S+x+MxEWO9Xjc9DOJHGBh0A9ls1tJa+TuSXP1+v6anp5VIJGz2z8TEhM2xgZJHq+LxeI5NcQagSLKfcw5GlGQLVbVa1fr6ujEw7K4BeaFQyM41u+Jut2tOFbQghULB2A0cSzhM3G63tra25Ha7FY/HDTzSisHmjG16ZmbG2iGIhZ2MDowCE5Or1eqxdGBaGL1eTwcHB6rX68fGMzizW2ZmZsy1xP3B/RIOhzUYDMzlRCtlc3PTcms6nY65z2gFdjody+Y5f/68stmstQRzuZyWl5cNDDIeYm9vTysrK9rc3NT58+fNisx4BVpoTuEwrbvBYGDnD70LTI7T+USrod/v26DPyclJY6K4XwCj0WjUkm2Jx8dq7Xa7bZbV+vr6Kw3s+6E2Em4mvj9vo430usFyLxotQBvpRYDjRe4hgOZZPb/OQMtrFg/G0yhYkZOAlhclxzpf87SFuJOTkyfeZQwGA92+fVuhUEjr6+vP3PE4E3GfVy8CLNSlS5eUz+eVyWQs8ptdH7tASYrFYlpZWTHKnNejbQNIcKam1mo129l2u13LRGFxd7lcymazx4BRKBTSzMyMTTfmz0ygpoUHswBTwPGWy2UDUT6fz2h/nEIk7tLSoh3k8XiMQUDsS3sHIFAqlYzdYOIyUfQwO4CoiYkJbW9va3JyUqlUypJYYarcbrelDEuymU4AEgLtGGbJtG3EyNPT03Yvj0Yj0xg5w+v4GULkCoWCJBmQoGUD4OE8SbL2HZZ0RhuQQEvyLsAVMIRupVarKZVKaW9vz8YpwB5xrzASAI0PM6q4PwCHMGUwa4PBQAcHB9bqgcGQ9D1WkeMlwbnZbNqCR3JwqVSyUQ1MDibRl4GXtN4kWSTAaUwYBiA0m01tbGzoo48+smfb22gjvcxG8EX13dEC3W7XRgugzYrFYs8cLfAiTcuZEPdkdQZa3qFy0uvPq/39fe3u7p5oSOPbZFoODw/11VdfWdz+D9VJgB87N6jeF9G9iURCwWBQ+/v7evz4saLRqNmSEU4mk0ltb29buqjb7da1a9csUwM9Cjte3ECSFAwGdeHCBX3zzTcqlUqKRqOW+cFcpFAopMXFRdN/kGPS6XRs9xwMBm3R4yHunL6MzZcWCmF42JrRqWCJdrlcpsmo1WqanJxUtVq1dhb0Pw/bQqFgrbF8Pm+7+eFwaEF8sEkkxSaTSdOzEAmPE6rT6VhiLC4rrh9tHQTC7L5JL0ZnMzExYUzA7OysDg4O5HK5ND8/f4w9YdFuNBoGSNCx4ODi9cbjsZrNpgGlXC5neg6EqbFYTN1u15xkhUJBCwsLJuaFEfJ6vWq1Wma5BgAAFLe3t5VIJEzLxOfE3u50c9GCYn7VYDBQsVjU7OysXC6XgsGgAWBs4KPR0RiAcrlsibucP9pBjDEoFosm3p2cnDR7d7PZNCE0Lb7TACxUtVrVgwcP9MknnxwTl74NN9KLwMLrlNvt1vz8vDnjqtXq90YLwDS+CDydgZaT1RloeYfqRazIeDzW48eP1Wq1dOPGjROlJ74JpuUkoKVer+vu3buvPZxRennAQrndbn3wwQcKBAImqGPO0KVLl7S2tqZyuWztjrW1NfV6PS0tLZn1mKRQRLeRSMTcTogymTJNtsnDhw9tRkuj0VAoFLJWDe2YmZkZAx20UrhWvV7PAsmwO8OksCgh3IzH4ybQJDeE10SMyQ4fwIOWhBYM6cAAH7fbbWCKxZl8EgA1jASsDYCj3W5btsni4qItoLlcziLX0QOwKCMehbmgdQYj4/F4FI/HFQwGlcvlzMZNeBsOGUAFO3nOE9ZWsmIYo4DIFqFxtVo1S3aj0ZDP59PCwoKFDgIQcEbRbsHaDEuSTqetHUdbB80OnxOmBVZrOBza6Aa/32/3RrfbtZlQMFYsfPF4XKPRyK4xehccXgBYp70fhoifpTXkHEz6ulWpVPTw4UNduXLle5uqt+FGet320EmLVlE0Gj02WuDu3buSZKJ57tfv1pmm5WR1Blpes06zPfQ8MDAcDnXnzh3Nzc3pypUrJ1643xTT8jwglM/n9eTJE125cuW1e7RoK3jfl63V1VWVy2Wtrq7qT/7kTywvJBgMand31xgUHEL5fN6CxdCDOHdAlUpFsVjMFm3aSgCP8XisRCJhu6tyuWztJSZCs3hhfw2FQiZ8pWKxmCqVill6yV1xDjx0DgVECMmCjq7FOVmaYYaIjQEY2Kn39/dttlCpVLIhiBwPuhUna0GaMCCBzwq4qlarNspgZmZGhULBWmHYwGlf1Gq1Y+Bpbm7OBj2i/XC73SqXyzanBz0NQADdEYsjiwdal1gspnw+b4Fw6HBo9S0vL9s1bjabOjg4sAyW5eVlA7IwWS6XS9FoVM1mU5FIxHRIhOoNh0OzNsdiMVWrVRvkCTDh5/hZAvPIzgkGg5bDgvBWkoEQwLwzxweQTAYNicD8Lud8dnbWrOanUeVyWY8ePXomYPlu/VhupB8LtDhrYuL7owW+/PJL7e/v68mTJwoGg4rFYuYqk2StyLN6fp2BlneofogVOTw81K1bt7S4uKjFxcWXes0fuz30rKyYV61nOYRepebn5/Xo0SOtra3ZMD12/EyMZZgdOhIYj8XFRe3v79vCh5UaJwd2awSNaAbi8biBBVo4xOi7XC5b9MmHkHQs+IuFHaYGwOO0K0uynTMuH0Lber2epbOS5JpMJjU1NaVcLqetra1jAtJ8Pm8ZIQTkMUyQBRhWBtEojMjk5KQl6TqTWTkfCFr39vbM9kySsJO5yeVy5v4Jh8P2+7RNJJnGBns0C3YikTANDom6aJAAEuzq+cwwYbVaTel0Wj6fT6lU6piuplqtKp1Om67H4/HYe/n9fuXzedOpZDIZS/tlfMLW1pYSiYSJhPl+w4zQDsKFBOsEcMKhhfvL7/ebqwsmBV0Q7jHupXw+b/fwYDAwG/zExMSxls3s7OxzdXEnLbQdV69efaWI/O+yMKfVRnoboOW7xabiww8/lHSUVVUsFrWxsaF/9s/+mdxutyqVit57772Xet3hcKgbN25oYWFB/+Af/ANtbm7qL/2lv6RSqaTr16/r7/7dv/vaz+F3rc4sz+9QPQu01Ot1ffHFF7p48eJLA5Yfes3XrWeBlvF4rG+++Ua1Wu21AcsPWZpftViIGNjHTpe2yfz8vObm5iwjJJfLHROFRqNRuVwus9TyMO10Orpw4YK1doLBoAXbVatVayfgAMJqimaEHSUaDUSnsVhMiUTCslLQjoxGI3MKoZ/gM6FHaLfblhmCzgSnj8vl0vb2torFogl2OWYWCdpamUzGtCcks05MTBgIQGODELdWqxnrwxwlmA40JwsLC5ZTQtsGW/fTp08tb+X8+fO6cuWKZmdn1W63ValUDBiMx2PTsiCuRpvitE8jLpaktbU1RSIROz7cYghSAQQwXliXA4GAtQwzmYzy+bxyuZwxNcyXwu5OQq4z6ZiJzgxb5PM6F1KExoh1sahjpcflw7E5v1u04jjPnHPaLOhvAId8VkkWjkf67+tUsVh8LcDy3ULbRaYMiz73KYLrk2zI3gXQIslcYi6XS+FwWBcuXNCv/Mqv6N/9d/9d1et1/cN/+A/1X/6X/6X+q//qv9Lnn39+os/2P/wP/4Pef/99+/Pv/d7v6a/9tb+mJ0+eKBwO6+/8nb/zJj/SW6m3fyXPyuq7ACOXy+nevXu6cuXKKz9YfgymZTAY6KuvvtLU1NQzs2Jepk7qEHrZ+o3f+A1rlfT7fWUyGUlHD+5qtWrOntnZWaP/cdrMzMzYbhVXizPDJRqNGlvDQgnlS0AbDAkJuez0YUba7bbN2slms6rX69rf31ckEtHi4qKJdWnrONsiMEO8/3A4PCaOBXyhxanVapb7sb+/b5bOxcVFNRoNFQoFE4rWajUtLi5aPH04HDbtDq6h714/5wwkPh9TpCuViuXToMEpFAoaDofWVhsMBiqVSlpdXbXjlHRMi4OIlM/K6ABJllabz+fVbrePsVRoQGAvXC6XaVNox3G+er2etra2NDs7q2QyafcGwBEmBmdXt9tVuVw2hxRZJTizWIid6bOwHghhaYcCwBBo046ElRuNRgbCwuHwMbcUgl0n6HGKngE+q6urp6JlKRQKevr0qa5evfpGdvVkB/EZATDOsQ58N59V7wpo+aH64IMP9F/8F/+F/s1/89/U3/pbf0sffPCB/vbf/tu6cuWK/uAP/uAHf29vb0//1//1f+l3f/d3JR199/7JP/kn+vnPfy5J+u3f/u3n/v5Ptc7aQ69ZpxkwBxggiK1YLOrmzZsvdBOd5DVPs5yvSetqaWlJCwsLr/W6bwqwUO+//75N6w0EAhbilUgkND09bfkkLKJLS0uWrMpOvNFoqNvtmr4CF8e5c+cMcPKAxB7JrCNCyAgQQ4NBSi221cFgYFZeQsjQtiCwBQCR8OqcHcPOFKcKgl5EpJxj0mk7nY7NqCEOngGP0WhU5XL52IwjdCLoW2hV0Fqbnp6W3+9Xp9NRu92W3+83OyhjAWjFkbhLG4jfY3F2BoNNTU0ZY8ZQQVpEiJS5hwBUtVrN3GK1Ws1s2ex6nSm6pJ1WKhW5XEcpv8xAcuo+QqGQWb+9Xq+NZEALREghowqePn2qcDhsybYATl6P4wEYcl7RtjAKgPsQtxA6KITugDJajFjgpSM3D5Zzn8+nlZUVS399ncrn89ra2tLVq1df6zn1MvWybaR3HbRQnU5HyWRSN2/e1L//7//79l35ofqP/+P/WP/tf/vfWgRCqVSyPCVJ1tr+Zat3/0r+GSrEk/fu3VO73db169df+0HwJttDjUbDWlevC1ik09OwfLdwXc3OzurGjRsW7pZOp010SyuCMLTZ2dljjgtYCtJRnbt2pknjPsH9gLaBZFJ2xpIsqwWg4lzUnZOPaTXRYuLviXx3jhHodrtmj+XneaA5w+q4H9DasNCjn+h0OpYTwwMQOh7nA+2qQCBg4tDhcHhsFs9gMFA0GrVFvVqtan9/32b37OzsqNVqKZFIaHZ21lpa4/FYkUjk2CRiHD6AC1JYnYmw3D/YqQkGRMTMuUMvxJ/D4bC8Xq/q9bp2d3ctXZfRCTh2isWiyuWyisWitZUY+7C9vX0M4NbrddOrwAahf2HgI+9fr9ePDaV0inn5rvV6PftuwOqQrgvzxXUHtEqy95menla5XDZwlMlknrsgnqRyuZy2t7d/VMDy3TpJGwnt2bte33UPTU5O/qAN/R/8g3+gRCKh69ev/1iH987UGdPyDhUMy9LSklZWVk7li/YmvqwIAO/evatPPvnktfMd2Cnfv39fyWTyVKesjkYj3b9/X263Wx999JE+/vhjPX36VPl83uYNAVhYbMrlsukTENhKMkZgNBqpUqmY5mQ8Pprhg50R/QGuFNpDkiwHhaA4dCLBYNByVXBcJRKJYyDIuTB0Oh0T4AIMnNkugBCsw2h50NwEg0Hl83lrWxFAR3YMv+MEkuglYASi0ajR9bAnDEOELfguM4VVnIVmbW3NmKNIJKJisahz585pZWXFRibAyCCgBRDU63VFo9FjowyKxeIxrcxoNDIGaWJiQsFg0Fxdzmh8ACDBcNK3u3WcZFxT7MQc/8OHD1WpVExY6/F47HoDvNAHoX8BSDkdYU7bbygUOgbGuL6MdWi32woGg/Z3gUDAQDH/9fl8Ojw8tMnGtVrN2lzD4VDffPONzdXBUn7S50U2m9Xe3p6uXr16ouiFH6Oe5UaCtYzH4wbuf6xQu5etTqdzYrflv/gX/0L/5//5f+of/sN/aGMo/upf/auqVqu22djb2zuVzeS7Vu/elfszWuw8w+GwVldX3+mdQTabtayY0wAsg8FAH3/8sRYWFlSpVPTpp5/q9u3bymQyr2XF7Pf7+uqrrxQKhXTx4kU7p3/uz/05BQIBdbtdRaNRW7glmTiTxd/r9VoYGBoKSZZC2+v1lMvlLLiOaHkSXHHAtNttdbtdaz3BPEgy7YLP5zPRKfobZwhZMpnUxMSEsT88eGF72J0TQkcLZDg8GkC4sbFhrRuOh/wZSWbf9Xq9xpQwJTscDtsiHgwGFQgEJMmOA4FnqVQyBgkWC4ahXC7bwh8IBJRKpUzInEgkLL232Wyq0+mYVqXZbJoDCfo/nU5rfn7ehLm0utCM+Hw+A2Iul8uYLbJdRqORyuWyJJmGhOnbAEmX62jAJswWom0cTAS9Efnf7/dttw9bh9uKnBW3222aJOcUZjQnHo/HfhY2hzRhWpftdtuYLRg9Z54PIJQJxmTtAMyCwaDi8biuXbum69evWwjjn/7pn+r+/fvK5/PPZWczmYz29/d15cqVdwawPKsmJib08OFDBYNBu26cNwDjScW8r1sA/+fVy+S0/PW//te1t7enra0t/b2/9/f0b/1b/5b+1//1f9Vf+At/QX//7/99SdIvfvEL/eZv/uZrH/u7Vu/uHfcTqdMAF0wTXV5e/lG+QK9a4/FYjx49Mp3CaVqaUdQzWLDZbCqfz5vAl9kfJx0T3+l0dOfOHa2trX1PbLi0tKRkMqmNjQ1Vq1U77+VyWbVaTdLRQyafz5tIE5qeXS2sCO2IeDxuu3sC19AqIE4lkbbf79vOHweTc1GPxWJm6a3X68a00GZiMUPrgEaCdNZ6vW5257m5Oe3v76tarSoUClkwGvocFnh2eFNTU5qcnDThKJoP/ssYAWy8ZMgg+CQZdnJyUplMxq4rjqx4PK5isWgi4n6/r1QqpcePH2txcVHNZtOmKcOYRKNRO04ng9Lv941JYq4Teh3uAUD13NycZZ0Mh0NjJmi9DIdDAyJYqufm5jQajcxl1Wq1NBqNTN8zMzOjbDZrwl/0L05xr/N+JpODicwwfLw3dnFAJFZvggRJGmbiuHR89Idz5AFjIlKplI0TgCGCdeN6JxIJJRIJc10hrMV1FovF7Ht3cHCgTCajK1eunBob+iZqPB7r3r178nq9Wl9fl/QtE/Njhdo560VpuNLpzB76m3/zb+ov/aW/pP/8P//PdfXqVf3O7/zOa73eu1hnoOUt1+7urg4ODnTjxg3V63VVKpW3fUjPrOFwqLt372pubk4ff/yxPvvss1d+rRcJbhGV+v1+nTt3Tp1OR4VCQffu3dN4PDZL8A99wRuNhu7du6cPPvjgmfkT4XBY/86/8+/oH/2jf6StrS0TkHo8Hq2srNiCRQYGboxEImEMBMPvEMNWq1UDD+Fw2FgC2gosCAhWo9GoiWIBGpVKxXbUtAV8Pp+FxpHTge4FlmE4HBpY4GFcLpc1NTVlYGJxcVH1el2hUMhyZWgjsAPFok2rrFar2bFynOhYCKujBYRFnGtZKBTs+gBYEomEJc0Scb69vW2BdNlsVtFoVLVazRKBY7GY3SuwE9KRsJQF3Bl/D1PB0EGn7RxWKRwOq9lsqlgsHgvFI+cFcIAjhanVyWTy2Dwq4v9hUKLRqA1NRFsBVc/7cK8xH0iS/QzXEu0SwIIRBVx/Wk2j0cgSmiUZaCH/Br3SzMyMEomEUqnUsXyW79bExIRCoZBCoZAuXLigdrutQqGg+/fv23H1+31du3btnQcs9+/fPwZYnPVjhdo56yRiYIIhX7b+/J//8/rzf/7PS5LW19f16aefvsoh/mTqDLS8pRqPx3r48KG63a5u3LhhO6XTFs2eRnW7Xd26dUsLCwtaXFy0RfVVyrkgs7N5Uc3Ozmp5eVnLy8sWTPb48WMdHh4qFospHo+b84O8iE8++eS5VCsZHIht5+fndffuXZvhsri4qI2NDRtgODU1pWq1egyQsMg5WzVoPAhbI+10dXXV8koIeyO5Fs0F7ZWpqSnbrddqNQtaQ3yKcwc9BOfQ4/GYhRsdBIsNbprZ2VkDxrOzs8YyMGMI27BTdOsMZwuHw+r3+zaHCOYHNsHlcimfzyscDqvT6djxIxh1Lgi4Y0gLpkXk9XpVLBbtPNOec7qySNJFZyPJrNTO4D4ABtZi2CG3263FxUUVCoVjok3ntGtEybTcZmdnjTEpl8uqVqumGyLLBSBO+jBTxJ2Tp3kdrpvX6zW9Be0/p8NrMBjYeUS0zfgAEp3JCmo2m+p2uxaGx/29vr7+0szo3NycVlZWtLKyoq2tLWWzWc3Nzemzzz5TKBRSPB63tuG7UgCWubm5ZwKWZ9Xz3Ej8/9edjcT1OcmxnNXz6wy0vIVi8nEwGNSlS5eOxXK/qfaQ0zr6MtVsNnXnzh1dvHhRsVhM0qu3xJwzhE4KWL5bMzMzWlhYsCTbYrGo3d1d2+33ej1du3btRDuW+fl5FYtFc4Mkk0ljP3K5nO1qaUWgDVlZWTHKHl0L2R/T09O2uycNlzA7dvtksjhD0gqFgglkec9cLmfCXjQkqVRK29vbpmNwzppptVq2I+fYcMkQ6nZ4eGgsCQuk1+uVy+WywY+1Ws3YFObedDodraysqNVq2QBIt9ttNlOYGlgoGJ5AIKBQKGQAz+VyqVqtanFx0TQ1nU5H8XjcwAfaIMCGJPucaFawibOD5Vj4XMwgwjlDBg/DJ8PhsIrForVa0MXAagFYXC6XEomEHj9+rFQqpVAoZEMQK5WKzV/CdkzLjlYWwltyZbgPcLXwe4h/YQaZdcS5hSEBpHHMAJ1kMqnDw0NJOgZkXS6Xzp0791ruHpxxv/Irv2LtyGq1apsH2qOMt3hbBWCZnZ09MWD5bn0XwJxWG4nfe96xn9XJ6gy0vGa97MLb6XR069atZ04+fhP2ZOnb+Ugve6xobT7++GP5/f7XOgYnYDktSzNAI5FIaGNjw/I0vvrqK/n9fnuQ/tAOJ5VKqVgsqtFoKJ/Pa21tTffu3VMul1M6nbaFfmpqykAB83OY28LCyA4eJsHv95uImM+LpXliYkKFQkF+v9/EkwsLC9ZaiEQiJtItFosWDU/6Kdkpk5OTJngl74R/Z9JzNpvV+vq6BoOB4vG4OXto95D5ge6HKccMGAyFQiZYzufzOjw8VDqd1uHhobWR3G63dnZ21O/3tby8bOFr0WhUwWDQZvccHBzY6IBgMKjFxUUVi0ULuFtcXJTf79fTp08NGMASSd/artGvOJka2m8zMzOanZ21RaXRaNhC6vV6lUgk9OjRI9MdoW2BtYNJ8Xg86vf7ajab2t7eVjAYVL1eVyQSsdydWq1mc5doFTKvivlLtKgAiABYWDJYJMAVYm+Px2O6JaZss4jSwkOLhBiWewxA2ev1FIvFXguwbG1tqVar6eOPP7ZF1+VyKRKJKBKJWGZPoVDQ7du3JcnYT7Q/P0Y5Acu5c+dO5TVPs410Ek2L9Gbcnr9sdQZafsSqVqu6f/++Pvzww2cGO70ppgUw9DI7g/39fe3u7urGjRuvHcuNQ0g6ffpzNBrpm2++0eTkpGWwEKKWz+e1ublp82KetRM8d+6cBoOBstmsTU0uFAqqVqtKpVLH5uyQgdLr9Yx2J/KdVhTsDEmpRMYz2A4NxszMjAWera6uWrul2WxaKwgLNbZsSbZAe71eZbNZ270TlscU4aWlJe3u7hpLsrS0pEwmY7oTWIS5uTnTRZCU2+/3DZhggXZmlmQyGRtJMDk5aYAlEonYLnRtbc0e6tKRxoWhhWhuwuGwCoWCpqentby8bAF3zPRBuIsdnLYLbI3f71c4HFY2m7XjlGSMCcmvLCqNRkOHh4cGKMvlsi3sZOEEg0EVi0VJR+22WCym1dVV1Wo1c6OR8JtOpw3IIhAOhUJm53ZqjQAcgDhybgigQ7AM0MQhRAIvTBtON8TOfKcAdk7tjNvtfq0Auc3NTTUajeemXE9MfDsYkJEHzNSBgYrH4wqFQm+s9fEmAMuz6nXaSCd5/p6xLSerM9DyI1Umk9HW1pauXbv2g2K4N6VpeZlU3PF4rCdPnqjZbOrmzZuv3a9+U4Fx0lGb7c6dO4pGo1peXrbXZ/EJBoO6cOGCWq2W8vm8bt++rYmJo+F68Xhcs7Oz5qTAboxQlbHyxNCjQxiPx1peXjZtymg0UqfTsYcSbiRACyLJwWCgTCZzLDCt1WppMBiY8NPn89nfsfsmu4H2gTNULpVKHQuE41zjSIEJ4mF57tw5bW1tyev12nBEguBCoZAN1ENk6nIdza6h/UZaL4AA8IHrAav4wsLCMRuxk4XCrUKGBhZo5g5hxY7FYrag83Pcx4PBQJFIxMTMTGuGPYnH49Zicma1MIiQ84w1nfPD2AJssaQdE9A3GAy0vr6uw8ND7ezsaDgcKhKJ2MBJ2lOwRO122wYrEkVPKxKQwTklqZdWIPcl7iEmcTvbQ8xKwkKNhoXPu7a29krCTkna2NhQu93W5cuXXwpszMzMaH5+XvPz8zYaIZfL6eHDh/L5fIrFYq/N/jhrPB7r66+/fuOA5bv1sm2kFzEtL7up/LNcZ6DlNetFC/F4PNbGxoZqtZpu3rz53FyDN9UeOunrjkYj3b17V263W1euXHktkPGmI/kPDw91584draysKJlMPvdnvV6v1tbWtLa2psPDQxUKBX3zzTcaDAaKxWJaXFy03BasoegRnA8mbKnFYtEi2flstGsQ7KJJQDCay+UUjUZNp0G7AT0KNuhAIGBJrtiJO52OUqmUiTKlI4cUIkz0KziXmPOTzWYtLRVRZzKZVK/Xs3C12dlZG/oH+Gg2m1pbW1O9XteDBw/Mmstiw+tls1kdHh7K5/NZqyASiejw8NCEylwrkksvXryobDar8XisbDZr049piTmnW8MKoUNBzCrJhLmNRkOpVMrAYTAYNGEv155QO7Qm0rfCSJgpzh+vjyuKAZeVSsWi+Wkp8ZlwAdFqg03i3un3+/J6vTYPyuVy6fz58zo4ODCQdO7cOdXrdfV6PWP7YPpg0gjwowVE6+y7i2EgENDy8vIrARaeV4eHh7p8+fJrfW8nJycNpHw3xoB/i8fj/3975x3eZn21/1veQ7YsW8PbTuwsZ9hOUhJayiZsYqdkEQiQUnihzLJL+yvwFgKU0QbaUt4mIS2l4CSMDBNoaVMoBQIkHomdeG9b05Jl7fH8/gjnW9nxtmby/VxXrxJHkR7Jkp77Oec+95lwNslIx1pXV4e4uLiACpbhTKSNREbr0SDDN2d8uGjxI263G0ePHkVMTAwWL1487heAv0TLRCotDocDVVVVSE9PR25u7rQez9+CZXBwELW1tZg7dy4zMk6UuLg45OTkICcnB06nE1qtFi0tLcwLUlBQgMzMTFRXV+PIkSNDTLh2ux0pKSmsMkFZKDTaSyFmRqMRVquVbY/W6XTsBGw2m5kxMyUlBQaDAWq1mlUvaMqmr69vSHYKtaFSU1OZ4KAqC13NRUVFsQkesVjM8jny8/PR1taG9PR0OJ1OVmGiVkxPTw+SkpJYK0qhUMBut6O7u5ud8EnMJCUlIT4+Hm1tbfB4PENScaVSKWtH0bZpu93OKkLUVklISGDhdzKZDKmpqejq6hriT6GWCb2fqO1HY8ZSqZTdByUXR0REQKvVQiqVspYdTZXRa0WeEaoEkcGX/o4M0iRMyFRMKbUmk4m1sUQiEeLi4lgODY0y07GQ8VokErFxbjJPUzAdrUtoa2tjbSgSVN5iyOVysfUFJpOJpe9SS5GqL4mJicjMzJyyYGlqaoLD4cD8+fN9+rkdHmNA4p8mKNPS0iaVykuCJTY2dsqmW38xvArjdDrR19fHPn8jtZEmEyx3psNFi5+gMeGMjIwJiwD6YvY144kWs9mM6upqzJo1C3K5fML3O5K519+CRa/Xo6GhAYsWLZp2EFN0dDQyMjKQkZHBWh3d3d3McLlkyRJ0dHSw/T7kMwDARkvpippaHiaTiZlXjUYjTCYTsrKymNmUKiopKSksYp1WBdAmb5o8oSoGvScoO0ShUECn00Emk6G/v59F7tMoL12ZU9T84OAgi9inkzX5ZdxuN9LS0tgkD72mZGaldQPkd3G5XFCr1fB4PJBIJOzkGBkZCaPRiN7eXkilUhiNRgwMDGD27NmQSCRoa2tj2SvUbqGSOU1N0d95B+l5t5hIBNB7LDIyEmlpaSyEjk4GZrOZpfuSf4QSaun3ZTQaERUVxbw19Hug8XbyIdHYdXJyMrRaLaugUQWHUnS9g/8otI6MziRGzWYze32dTicUCgXMZjOr2Ol0OlZZIWFGo9H0WpDoIn8ViRfyaikUiimlVNN+LrfbjaKiIr8bQuPi4pCdnY3s7Gy43W7odDp0d3ejvr4eycnJkMlkLK16pGMlwVJQUBDy5tXjx49DLpezXWfebSRqt3LRMnG4aPEDJpMJNTU1mDNnDhsTngj++vCNVcHp7+9HXV0dFi5cyMx+E2GkPq0/JoS86e3tRWdnJ0pLS6dtDh5OZGQkS90lI+1XX33FvC3x8fHIyMiA1WpFT08P5HI5DAYDcnJyoNPpmJeFWiRutxtNTU1s90deXh40Gg2b6iDBo1Qqodfr2cQNTTRRO8hgMDDDq3eWD+2voR00Wq0WaWlpGBwcZDksCQkJTHxQu8lgMLAgtPT0dHbiFgQBSUlJzFiqUqkAgO0oIrMnZYTI5XJ2MqZwNzKatre3w263IyMjA7GxsewxKYyOQu0kEgni4+PZMVAmC52cKTUX+G87iPJdALCWHFWpaBs2+XVIyNC4M03xDA4OsvRaGrlOTExkgXA0tk7VK7PZjMzMTJZSTJNdEomE7ZWifB8SoA6Hg30OaKeSd+YNXYHT75RGoymThUIIk5KSYLfb4XA4WBWCjpn8LhREN2vWrEl93xCUGQUAc+fODbgIoOoepfIODAxAo9Ggra2NeZQoDTucBIvH48HRo0chkUiGXLiO1EaqqqpCR0dHsA41rOCiZZoM/9BQdoEvFgn6itEqLbSddsmSJZMuJ3vHhwP+FSyCcHKRpMFgwOLFi/2+74RGR1esWIE5c+agubkZ33zzDbq7u9mVr1arZftw0tPTh4id5uZmDA4OYu7cuTCZTGyyhbJlurq6WFptTEwMZs2ahdbWVqhUKhaIRlf8iYmJUKvVkMlkMJlMzNRJKa1Ucrdarejv74dUKsXAwAB7HpS1kpKSwlYOUJWEJlhotNZb2NKyRzIE03QMjRpTRYEqEi6XCxKJhC1DpMoD9fMtFgvmzJkDp9PJou2tVitbD0AeB2qVUYAeiSQALAlYJBKxE/nwabCUlBQWCEhihiadNBoNZDIZa59R5SwxMRESiYRtPvYeAe/r60N+fj4zu9L2aPq8iMViNk1GG6jpsShMj25H2TIAWHAfjZHn5uay25Jgo9cNAJvkIh8OCRaxWAyFQoG8vLwpVR4FQcDx48cRERExZD9XsPA20RcWFrI07GPHjrF2WHJyMmbOnBn0Yx0LEldisRj5+fkj3oZEeF1dHZ577jm89tprgT3IMIWLFh8hCALa29uhVquxdOnSoIYsDWd4pUUQBLS0tMBgMIxrDh4NbyHk75Hm48ePAwCKi4sD7rCnRNCenh44HA6kpKSgo6ODGXVzcnJgsViGmCIjIiIwd+5ceDwe5OXloampiQkHunLs7u6GRCJhOSsZGRmw2+3Q6XTsipumY2iUl35Om31pyR6NNJNPgALsvFsUtC+IzLgul4u1PQYGBhAbGwuNRgOlUomEhAQMDg6yEd7+/n4W0EaVDPp/Wl1AJlZaeEgtNgpRoxYTjY9T8NzAwAAz+qakpCAtLY39PYkB8hOZTCbmAXG5XENyTej/6TlTuywpKYlNNimVSnYln52dje7ubhahb7FYWIUqLy9vSMAg7fNRKpXQ6XTMqwScjNi3Wq3IyMhgE1L0fqA/A2DPm0IHaZopNzcXKpWKmalpcok8PeSn8Z4mIs9LSkoKsrOzkZOTM6X3tiAIqK+vR3R0NAoLC0NSBFAadk5OzhDh8uWXX7LFj77cCu8LvA3C4/ltGhoasGnTJrz11ltYsGBBgI4wvOGixQfQm9Tj8WDp0qUhN7rmLTA8Hg+OHTuGyMhIlJaWTvlY6T79PdJcW1uLlJSUoG++vvjii/Huu++yNpLT6YTZbIbVamUbdAEgLS2NbRQ2m80sjI0qK4IgIDMzE+3t7Sw6n6aVJBIJEyAWiwUDAwNsNDomJob5GKxWK+Lj4xEZGckEBSXbUnuDJnio3QKc9C5JpdIhrRjykHjvPSG/C3l0aDpKIpGw3T009ULGYWq9UPVi1qxZzBRMrTyaoKCJIWrjkPixWq1MDNFzT05OZid1Shz2ngYiwU2vDY1EU7XH7XazHBVq49AIsUwmQ3d3N2vH0JQPmXFjYmJQXFyM+Ph41ooC/htNEBsbi4SEBMTFxbHFluSN8d4IbrfbmTmYMlToMxMZGckC6rwnnKjKQi0hu93OfA80IaZQKFj7cbKEU5uFxFVsbCwzCHs8Hrbcsbm5GXFxcSxM0tet48ke6/HjxxETEzPuRLPAuu4AAHhHSURBVFNrays2btyIHTt2cMEyCbhomSaCIODw4cOQSqWYMWOGTz78U43cHw0SGE6nE1VVVZDL5aOWLCcKRZF7L4PzJXa7HdXV1cjJyTklOTgYpKeno7CwkJkfybQIAFlZWYiNjWVZHH19fSzIjUyaKSkpSEpKYv16GrOVSCSsDUNVE6PRiMzMTJYp0t3dzSo4AFiWi8VigVwuZx4Xu90Og8HANjHTVTl5BchTQdUXaqGQSZTETlRUFFtn4O3TIMFC0zV2u529FpTgSiPHVquVGZipuiCRSJgHxWg0or+/Hy6Xi1VlyGRMrwU9f0pWJZ8IGW7JVEvtFPod0Fg2tX6oKhYfH4/o6GhkZWUhLi4On3/+ORM9/f39LAslMjISJpMJeXl5aG1tZW2KqKgoqNVqyOVytueH3vdSqXTIlBEJeqpmUXgdVVCo9eXxeJh4I7FErVbKYaG2D+0USkhIwLx586acwUIXLgkJCUEdFZ4Io1WDKIzPew2CRqNBbW0tm0oLRipvQ0MDG2kf63E7Oztx3XXX4Y9//CNKS0sDcnynC1y0TBORSIR58+b5zPk93Cviq/u0Wq346quvUFBQMG6uyXjQSaOnpwdZWVk+d72bzWbU1tZi9uzZbKImFEhISIDRaER2djYAoLGxkU3JFBQUICkpiU3CkFdEpVKxJFnKetHr9UhJSWFmV+Ck8LHZbMjMzGQ+mP7+fiQnJzP/AnByasnhcCAzM5NFuFN7IzExkaXS0lZng8HATpKU3EkncIvFwlJiqSVB+SMUOke3jYuLYxunaXeUwWBgFZv09PQh0z001kvtIplMNqSlRd4ct9sNg8GA7u5utkmZTLNk9KXXlYLZ6HmQWPZediiVSmGxWNj7htJ/qbpDYru3t5eF2tHUHrWUIiMjMXv2bMTFxbFVC/Hx8RAEAXPmzEFMTAz6+/vZ60bClIL5ALCqCzB0HxGZaAVBYO0el8vFHosSk6lCRlWXxMREJqicTiebSJHL5ZNqRZM5NCkpCTNmzPDJ58JfTKZ9lZiYiMTEROTn5w9J5bVYLCyVl8L5/HWsTU1N8Hg845qZe3t7sW7dOvz2t7/FWWed5ZfjOZ0RjTNiy3OFJwBdAfqCr776CsXFxT71xDQ0NKC7uxuLFy9m/oipQuOmdrsdarUaGo2GhbQpFIppX9n09/fj+PHjWLhwYcgYmYn29nYWFCeVSlFbW4vW1la27yYqKgpLlixhQiY6OhqDg4OsRUR+Ezrx078hoqKioNVqWX4HVToGBweZr8Hj8aC/v59VPhQKBQwGA7tf8mjQSLTJZGIVGAqxIxMujdG2tray442Li0NqaiqOHj3K9hAB/xVVgiAgOzsb7e3tsFgs7IRK7ars7Gy4XC4mMDweDxMSTqeT7cWh46XPDu12UigUsNlsaG5uZrehgD4yC9NnjapPtIWZUnGVSiXLVCEfDcXfJyYmYmBgABaLBU1NTWxEvK+vD8BJYUqbzKVSKRP4giCwcW7y13iLM2qdUTovVX2ojUHPlT7XtPCQ9lrRosmYmBjodDp2YUBtKzKfkmCmyoJGowEAJmDGMuNSeKREIpl2pdXf+MpvQ58XjUaD/v5+JCYmsjaSr1J5AbB8m3nz5o15rCqVCj/4wQ/w/PPP48ILL/TZ45+mjPhC8kqLD/BlvoqvA+aoVZGVleUTwUInjZiYmFNC2mjfSFpaGhQKBQv2migqlQrt7e0oLS2dcunbn1CJf2BgAHa7ne34oZOiSqVCR0cHM5empaVBJpOhs7MTwMlFcomJiejt7UVfXx9iY2ORmZnJliaazWY2Sk1tIyI+Ph4RERHQ6/Xo6upCTk4OG3Gm1ktHRwfb2BwVFcV2D2VmZrLRafp7t9uNgYEBZGZmQiKRsByZiIgInDhxgh0TeW10Oh3cbjfy8vLQ2dnJqiWULSISiZCWlgYALByOAs+oauCddUNR8/TakUDSarWs6gOcnAbS6/WIiopCTEwMBgYGWBWSthlT5YW8LuS3oQoH3U4QBKhUKrY/iVp59Ny8R8ALCgrYGHRLSwvy8vJY1YYqlzQGTqPWlFBM4tJsNkMikbDxdBJwZFqn44qOjmYClqpxFA1Pfy4tLR2y/mN4ZYGmFm02G1JTU9m+H/r8eTwe1NTUQCqVIi8vz/8flmlAvhBfGIQpr4eC/QYHB6HRaHDkyBFEREQwATOdzKeWlhbYbLZxA/l0Oh3WrFmDp59+mguWacArLT6A9pv4gurqahQUFEy7ykBjwjTtYLFYUFhYOK37I8EyVomVgqLUajVMJhOkUikUCsWYC9MEQUBHRwd0Oh0WLVrk95Hm6dDe3o6+vj40NDRAIpFgcHAQKpWKnZhpyoMqD5QBQosUk5OT0dvbO2S/ELVsKD+FhILRaGSJtw6HAxaLhRl4Z8+ezaZk4uPjmUCkfT2tra1D4ucpQC8iIgJqtZot9KOqTGtrK9s+TD4SOkFThYCMu95LF2NjY5GcnMyWEFKuCQkJpVLJKhM0Fm0ymZCRkcEqI5Q4nJ6eznb9UO4KtUj6+vpYS4vSa73fi7TPiVotdMKnNQY0Jkyj1G1tbejr62PtHboPQRAgl8uRnZ3NXtfOzk42kZWens4qVwBYa46qKzQVRAm2ZC4mgRkfH4+BgQE2lUS/QzJIS6XSIYZm2qZMI9jjQSGJGo0GRqMRycnJSEtLY9lCU500ChQkWCIjIzFr1iy/+lHsdjurVtnt9hHF3ni0tbVhYGBg3B1NBoMBq1atwk9/+lNcc801vnoKpzu80hIOTGa54WjQ5mNBELB48WK2QXg69+e9hn0svIOiqDRLC9OSk5OhUCiGjChSsJXb7UZJSUnITV4NRyQSISoqCueccw6sVitaWloAgPkoTCYTVCoVW7yYlpbGzLtklo2JiUFKSgrUajUbQQZOXj1TS4NO+t5x35TdQePASqUSvb29yM3NRV9fHztx9vb2sqkbQRCgVCqZ7wMAUlNTWSQ/PSePx8N2HtGoMgAWWkehZzKZjLW30tLS2JZkqibQxmWHw8HaQjR+nZCQwHasGAwGlvhKBllqoyQkJECv17PXnKorZCqmaSt6HIlEwl47ElSUous9lRUREYH4+HhotVr09fWxiH4yJVNlhVYtkEk4MTGRTTuRz4c8KjqdDmlpaUOMuSSEnE4nMyhTyy8uLg5ms5lVfkgc6nQ6dv8UhieXyzFr1qxJvT+HhyRSeKR3fpJcLg/qhM1oBFKwACeziLxTefV6PXp7e3H8+HEkJSVBLpePmsoLAB0dHTAajWNuwQZOvn/XrFmD+++/nwsWH8BFiw/w5Ydruu0hl8uFqqoqpKWlsTHhqW6Pnm4k//DSrNFohFqtRlNTExITEyGTyaBSqZCcnIw5c+aE/NglGftKS0tht9tx5MgRFk3v8Xig1WqxYMECmM1mqFQq9Pb2IiUlBQDYqK7ZbGYVBYVCAa1Wy3bfkKEzJiaGVURoTJlMt+SfocpNfn4+4uPjodPp2BU9Ta+4XC5kZmYyQyvlnSiVSuan0Gq10Gq10Ov1zG8xMDDARFNSUhLcbjccDgcUCgX7GVV/qKpE7bK4uDgW1kYx+x0dHewkTdUaSvP1NgjHxcWxbJOYmBgmnARBYAbegYEBVs2gyRuXy8UyVujfAhiyyiAxMRGtra2Ii4uDSqViRt3Ozk7m8TCZTDCbzawaIRKJIBaL2euTkpIChULBTM9Wq5VtF6dEXBqfBsCqKhQWSNNhtGzTe91CXFwcjEYjy3ChDeXTwePxoLW1FTNmzEBWVhYsFkvQJ2xGI9CCZTjDxd5IqbwymYy16Do7O6HT6cbNjjKbzVi3bh1uv/12rF69OlBP57SGi5YQYzqixWq1oqqqCjNmzEB6evqQ+5xspcXXO4REIhFSUlKQkpLCrgCPHj3K7pfK16EUykdQ5SoqKgoLFy6ESCRCfHw8vvvd77L8jra2Nuj1etTV1TFTMpX4qbrS0dGBpKQkVFdXQywWQywWQyKRQKPRME9DRETEkF1DZOikwDKn0wmj0chOvLSnaObMmTAYDGz7snceCG1OTkhIQHd3N9RqNex2OzIzM5ngysnJgVarBQA2pkwViJiYGCgUCuZjoZYRxfeTwZZaPd5pvYODg5g5cyba2tpY1D+9JlRJIiMuANZeAsBGfmn9AbVMyaQql8tZi0qr1TLTMPlBDAYDqwbRokXa3JycnIzW1lbWpqG9UGKxGCKRCLGxsejp6WFbuEk0ajQa5rfKyMgYssnZZDIhLS2NBeLRsRB0AUGvHS2ipEyX5ORklrcz3VFkl8uF6upqZGRkIDMzk72fKCzRe8LGarWyCZux2rj+ItiCZTgjpfJqtVrU19ez97rT6cTixYvHfK2sViuuu+463HDDDdiwYUMAn8HpDRctIcZU20NGoxFHjx7F/Pnz2dW9931ORgiRYCEPhK+/RKxWKxoaGlBUVASZTAaLxQK1Wo3q6mqIRCIoFArI5fIhxsNg4Xa7mYFxpImL1NRULFu2DHl5efj0008hl8vR1tbGTKE02UIpr06nk1Uq+vv72SgtBcg5nU7ExsayK/aoqCikpKSwILOenh5mHjUajSwOPyUlZUikfk5ODgoLC6FSqdguIWpP0JU1CWSbzcZ2HtF0EVVmEhISEBUVxcQRcPKEKJVKWTYKCRdv0yuJG2pBJScnQ6fTsTYKALbLh8aK7XY7m0ai9N3BwUEWnkdhdeQ98Q5hS0hIYLt8yABMRuLo6GhW8aAkYKVSyfYiUfIs5epYLBYYjUbk5+fDarUOWWxJ00lut5u1kVQqFSIjI4e0PUmE0mtOn0HKZ6GKClVX4uLiIJFIkJycDKlUOi0jOlVbs7KyRs04iomJQWZmJjIzM+F2u4e0cSfSGvEV1B6OiIgICcEyEvHx8WzooKurC52dnRCLxfjqq69GTeW12+244YYbUF5ejk2bNgXx6E8/uBHXB1CIly9oaWlhy/kmCrVcSkpKRsxMMZvNaGxsRElJybj35e+lh0ajEXV1dZg/f/6ICxptNhs0Gg3UajVbzEej1IHG4XCguroa2dnZE/p9tLW1QavVoqenh52Ygf9ebdPP6MRLlRVqv9DUCE3WxMTEsDwNygAxGAzYtm0bRCIRlixZgqSkJOYFcbvdkEqlSEhIgEwmYycDCowjky15WMRiMRoaGtDX1welUomuri4MDg4iNjYWMpkMIpGITfRQRguN5cbGxjKBQFuraVTXarUCODmG690CaW1thd1uR1paGsuvycnJgcPhgFwux+DgIBundzgczN8hkUhYrgsJhcjISLa/x+VysbRZykKhKhO10Ww2G8xmM7q6utj4NxlxaXpEKpVCo9HA6XQiKysLMTExbK0AJftSQjF5XrRaLWv9kXmYEnHpu5VEHI1Ik2eFBFlKSgp7jjk5OdOqNlKAZG5u7pTymLxbIzqd7pSFhb6EBItIJAqJvUfj0dfXh66uLpSWlrLqNaXy6vV6fPHFFxAEAStXrsTPfvYznHvuubjvvvtC/nmFMNyI6y+C6Wlpa2uDRqPBd77znVFzByZavfG3YFGr1WhtbUVJScmoVZS4uLgho9Teo5zUdqFKhT+xWCyoqanBrFmz2CjveOTn5yM/Px/t7e0QiUSoq6tjEzo0Ck6ZKxQwRtMjZFalygMF0lGFIiMjA4ODg0hNTcXy5ctx7NgxnDhxAkVFRWy8NjExEXq9HiqVCm63G6mpqSwfhbwdWq2WJbrSziHg5PtIEASkp6czgyu1LsRiMat20JSTd/aJRCJBSkoKoqKiYDAYmIAwmUzs+blcLhQUFKCzs5NVkWw2G/OKUIAeHS+1dGQyGTMy03QOCSFaN0DTR9HR0Sxxlo7NbreztkxycjLi4uLY9A+1p6gFRxNVFOHv3fKi3UFUOerv72fbq+l2MTExcDgc7HNIplsy42q1WlbtoVTh9PR0REdHQywWs/+eKiRY8vLyJjxtNJyxFhaSwJPL5Uz8TpVwEyxqtZptmPde5+CdypucnIy3334bq1atgt1ux9KlS1FbW8tayhzfwEVLiDFR/wmFL7ndbixZsmTM3upEhJA/lx4CJ41rarUaixcvnvAXc3R09JAStlarRXt7Ozt5U8qlr78QBgYGcOzYsVGrQeNBORi5ubnMTEvpo3a7HXq9nuV6kCdGLBZDr9ez5XuxsbFISkpCe3s7O5EODAyw1Nni4mIcPnwY7e3t7N/TpFJERATLHqHRZPrdxsbGsuoF/c6joqJYm27u3LlsKiI6Oprlu6Snp8PtdqO7u5vlpVD0PlVKyNRZVFQEh8MBlUrFqpAk1ORyObRaLWsHDQwMsG3IZHA1m82sKkE5KN6TPvQ8SORQFYTaRjRxBYBtsqZdTJTYS58zOrnTwkga2zYajUhPT4fFYmFVJqre2Gw26HQ6ZGdnIzIykglOarlR5cntdrOdSFSloj8nJCQwn1FSUtK0U6odDgfzs8nl8mndlze0sDA3N5flMbW2tjKD+FSSZsNNsJAht7S0dMx22Zw5c9DX14d169bh7rvvxoEDB/DUU0/h+PHjePTRR7Fu3boAHvXpC28P+QC6EvQFPT09sNvtY0Zsk8kuJSVlQivaXS4XvvnmGyxbtmzEv/fn0kNBENDY2Ai73Y758+f7RBB5PB7o9Xqo1WqWRaFQKJCWljbt+9fpdGhsbMSiRYt8vp5gPJqamlh5niZlpFIp+vr6UFRUBLVajejoaGi1WqSmpqK5uRnNzc2smiOXy9mUCJ3AKQuF2m0UDJiens5aFDU1NWzfT3R0NBvdpsdXKBQsOyU1NZXlsNB7RiKRoKioCFFRUejp6YHH44FMJoNWq2XpvSQ6PR4PUlNTYTAY2GZlt9uN2bNns+qKWCyGSqViXpL4+Hj2HGkhpFQqRU9PD0v2jYmJgVQqhdVqZX8GwJ7z4OAg+vv74XA4UF9fz8RQSkoKlEolazNRMJ1CoWCCglpgVMmiFN+YmBhkZWWxXU0kGGn6i8y9lF4MnFzsmJCQgPT0dKSmpkKtVk+5KkKQYJk5cyZkMtm034cTYXjSrFgsZj6YsS5Kwk2w6HQ6NDc3o7S0dMzn5fF4cO+99yI1NRXPPPPMkO8hh8PBTNqcScHbQ+HAeFURm83GetY0FTAeo7WHfD0hNBy3241jx44hPj4eCxYs8Nn9R0REQCaTQSaTsSkR71FqpVI5JRNhb28vurq6sHjx4qBMMXmH/7W3t0MsFkOj0SAhIYFFmptMJhQWFg4RB7S8kKDxYjKmymQypKamoquri40ckzGYxqlpMZ9CoUBTUxOysrJYJgmZXCkyPzk5mW22piqKxWJBcnIyJBIJ+vv7IQgCa0/R78hut7P4dDKLi0Qi6HQ6dHd3sxYT7eWh7BWaOKM1AiQmxWIxm7yhCkhCQgK7iKBMnb6+PuZNofULwMn3UWZmJlskSYnBVFGhgECHw8FacLSpWiqVMgM1VazIhEziznurNLXTEhISkJubyyahpitY7HY7qqqqUFhYGNCT4khJs2q1Gh0dHUPGh73bwLRQMFwEi16vR1NT04QEy8MPP4z4+PhTBAsA5o3i+AYuWnxAoDwtAwMDqK2tRVFREeujTgTvMVrC34LF6XSiuroaSqXSrymcdAKhk4jJZGLeGdrNM5FRahpZHq8EHCioxTRr1iy0t7ezipXL5UJPTw9UKhXmzp0Ls9mMr7/+GmKxGLGxsWxKhn63wH9FTH5+PjQaDbKysqDX61lAW09PD+vTG41G5sGhTJOkpCQWy+9d3fB4PFAqldDpdOjq6oJcLkdycjIbpSbvCBmLaU8S5ZdQyJ3ZbEZERATbExQXF8d28FBgHuW3UMWCdjp5J8smJiZCEASkpKSwsWmn0wmFQgG1Wo3ExETm3RGJREhPT4dUKmWTSpQ3Q5M8NNVDRluqNlHSsdPpZKKHJsMSExOZSZkyY6ht5/F4MGPGDJ9NxZFgmTVrVlAXi5LROCkpCQUFBcxMTyPCdIHR29sLACGfyQSc9Cw1NDSgtLR0zO8Oj8eDX/ziF3A6nXj11VdDPhzzdCD4386cIYxWFSFDaklJybQnafwtWKxWK2pqajBz5kyf9tfHQyQSITk5GcnJySgsLITZbIZarUZVVRW7+lMoFEOmIOjqz+l0hmwiLwmYjIwM7N27F21tbZDL5RgYGIBCocCCBQtgtVqZOPEOfuvt7WWjwqmpqZg5cyaMRiNycnLQ2dmJwcFB5ObmQqVSsdh8moqg6Zze3l5kZmbCbrezKRfKGaH8HQDM30HhdjRqTG0Wem9TRYSqG8nJyYiPj2e7naj1IhaLWSAaZcTQCcRqtbKxfABsDxDw34sIqgDQhmrgZPYLjXzbbDb2PPPy8qDValmFhsy71IqkfxcREYH+/n5m9CXvDY2mU3uKjot2EcXHx/t0SR9VXOfMmTOpC5hA4G2mpwmro0ePwul0MpFL28hDEYPBgBMnTqCkpGTM5GBBELB582ZoNBps3749ZJ/P6QYXLSHGSJWWjo4O9PX1YenSpdNuW/h7QohMrEVFRdNe0DhdEhMTMWPGDMyYMQM2mw1qtZpNQVD5mlJSx1t2FgoMDAwgJycHRUVF0Ol0cDqd6O3tZZuZExIShhhbjUYjUlJSMDg4iMHBQbYNOj4+HgqFAqWlpfjss89gNptht9sxODgIqVSKzMxM6PV6aLVaJCYmDtlUTI+bn5+PpKQkxMfHo6Ojg7VI5HI5VCoVRCIRC2JLSEjA4OAg21FERlkyqpIp2Wq1sgmfnp4eFhznXV2hKk98fDwbrSYRRGPcBO0mstlszB9DJ0uqyAD/FTmU06JUKllSL7V8ADCRRh6d1NRUVt1xOBzo7e1ln62oqChkZGQwQeYd9jhdrFYrqqurMXfu3FMymUKNyMhIGI1GpKWlYdasWWxEuLGx0W8bl6fDwMAAjh8/juLi4jFHvAVBwIsvvojm5ma88cYbQzJaOP6FixYf4K/2EJnW7HY7lixZMu0PxkSXHk4VrVaLpqYmFBcXB9zEOh5xcXFsCoImW77++mvmazCZTAEZpZ4q3n4b+oLX6/XQ6/UYHBxEVFQURCLRiNNZdrsdOp0OycnJMBgMUCqV7Dbf+973UFxcjH/9619sVUF0dDTi4uKQmZmJ/v5+mEwm1g6iKaaWlhZkZWWx/A46BuDke7i9vR1paWno7e1lsftxcXFQq9XM20HLD6mCER8fz0aG09PT2TZpm83GhA6NItMSRNplFB0dDYfDAbvdjvj4eDbeTaF7NK1DWS6UVhwTEwORSMRGxiUSCRsFJ7EkkUgQHx8Pk8nEln+q1Wo2tk7j4DRlRMdHIis7O9tn7wMSLPPmzQv6RcF4UBVTEATWEqIFkOQHUqvVOHLkCPNe0W6pYGAymXDs2LExIxmAk8/rd7/7HQ4fPoyKioqQaCefSfBXO8SgkjQlsYrFYixatGjaJ1N/jzR3dXWht7c3aCbWySAIAnp7ezFv3jykpaVBp9Ohra0NZrOZbdSdzKZXf9Pe3g69Xo/FixcPEa50AgDAFveNRGxsLDNtj7Q9XCwWY8mSJaipqcF5552HmpoaLFy4kBl5nU4n9Ho9m/hRq9UYGBiA0+nEwMAAO2mTX8VoNLIWDI0mu1wuaDQaSCQSNllD/0+tu66uLpb/kZyczCoq0dHRLJSNUn8jIiLYskUArCWWlpbGUnJpwiU5OZlNBiUlJbG0XBJTUVFRbATbu8VE6xdMJhPLJ6ER8vz8fJbSSyZmyrShZYd0f3RSHsmcOhkoO6ioqGhKo/iBhDxY3oLFGxKPYrEYM2fOhM1mg1arxfHjx9nvkTxSgfgcDg4O4ujRo1i0aNG4gmXr1q04ePAg3nnnnZCpEJ1J8JFnH0DlYV9gt9tRXV0NQRCQlZXlk6s0t9uN+vp6DAwMQCaTQalU+mxJGl2dm81mLFiwIOTLpGazGbW1tZg9e/Yp5kWPxwOdTgeNRgOj0QiJRMK2UgejXy0IApqammCz2Xw2Lj4WX331FSwWCxQKBWJjY9Hc3Izs7Gx0dnayTdIA0NjYCIfDgYGBAbb8j5Y5RkREQKlUslUAJ06cQEpKCvPA9PX1IT4+HlKpFHa7nflgALA4/cTERNjtduZ/odA3ymKhyScSS7TJ2mazISIiAikpKawtQdkrlHgrkUjQ2NiIhoYGKJVKyGQyti8pIiICWq0WERERzIgbHx8PsViMpKQkljtDFQ7y35Awo2TbkSaCyJxKx0NVhYmGtJnNZtTU1GDBggUs4C5UIcHidrsxd+7cSX/PuFwu9jmk9QojReX7CnptFy5cOKKo9+ZPf/oTdu/ejT179oTEmpHTnBHfOFy0+ABfihaDwYCvvvoKixcvnvaY3HDDLZniqLSdlpYGhUIx5asZj8eDuro6REdHh8UII60QmMgXv/cotV6vh1gsZlkwgSgHU3hgREREQKctvv76a+j1eiQmJiIyMhIKhYItIATAAuaio6Nx6NAhlktClQm5XA6TycRyV8RiMQYHB2E0GiEWi2E0GpGQkIDU1FS0t7czr0dKSgoLm4uIiIDBYIDBYAAA1qah3BMKxKM1B97tzqioKOZxsdvtEIvF6O/vR1paGkQiEfv37e3tsFgsUCqVzBxKe4So1ZaQkACpVIre3l5kZGQwISWRSNjiPDIIp6WlMbPteFBIm0ajYdW9sZYVDg4Oora29owQLMMZHpVPVSyZTOaTiq7FYkF1dfWEXtu3334bO3bswP79+4OyVuQMhIsWf+KdkzFVdDodjh8/DkEQcM4550zrvsabEKKwL7VazRJmJ9MWcTqdqKmpgUwmY9MtoYxGo0FLS8u45d+R8B6l1mq1iIuLY6PU/igPu91uHD16lO0dCrQYPH78OHQ6HWJiYmA2m1l+CQkPyj9xuVw4cuQIBgYG2GJCyu0gsWMwGJjfhFJ4TSYTMwtTBYVyVGi5IEXgt7S0wOPxsGoJiRpqW2VkZGDGjBlMGFEwntvtRkFBAcxmM3v9oqKioFKpYDab0dHRwdKUk5KS2NLHhIQEGAwG2Gw2NnVEz5fM61arla0uoOrKVI22NJ2k0WhgMBhOWVZIgmUiVYBg42vBMtL9m81maDQaaLVaiEQi1rabioggf9BE2m3vvfcefv/736OysjLkheNpBBct/mS6oqWrqwvd3d0oKSnBN998g+9+97tTvq/JjjTTF6dKpcLAwABSUlKgUChGjee22Wyorq5Gfn7+tOPHA0F3dzd6enpQXFzsk6szMhBqNBpWjfDVQjlKO1YqlT41cE4Gg8GA7u5ulphLJ/GkpCQoFAoWyZ+QkICWlha0tLQgLi6ORf/TyT45OZlVpbq6umA2m5lXhSoeNC0UHx8Ps9mMzMxMFhCn0Whgs9nQ0NCA2bNns2yWuLg4losSFxfHjMU09kypuxQMR2KAxpUpbl+n08HhcLCIfhqzFovFLOFWr9cjNjYWUqmUVXVkMhkiIyORmZnp0xOY97JCrVbL8mAWLlwYcmPNw6FWpsvl8otgGQm73c4qVjabjflgqDU5FjQyPhFD8wcffIDnn38elZWVIf97OM3gosWfULT3ZKGrE7PZjEWLFiEyMhL/+c9/pixapjvSTFfHarWamRjJ10EL844ePYp58+aF/LilIAhobW3FwMAAFi5c6Jd+OC2UU6vVEASBZcFMZXqK4tjz8vKCLgbr6+vh8XiYeZYWFiYkJEAkEkGv1yMuLg5dXV2IjIxEUlISOjo6YLfbmSARBIGNOdMUEO1Pos8L7eKZMWMGC8Xr7+/HwMAAE5gqlQpisZjt86HRbcpSkUgk8Hg8bA8SfQ4jIyNZyrDH44FKpYLH42F+LpogonRfsViMrKwslrQbERHB1kVERkYiLy+PpQv7m4GBARw9ehRyuZy1ybz3O4USJFicTifmzZsXlDax2+1mPhga+6eK1fDPPZmjJzIy/vHHH+N///d/UVlZGbAVCRwGFy3+ZCqixe12o7a2FvHx8UM8IVMVLb6eEBIEAUajEWq1mq2pt1qtKC4uDovpBWq1zZ07NyBGWofDwQSMw+GYlNmSStWT2Srtb+x2O/r7+9Ha2sre35T7QmPOeXl5rEpB49B9fX0s9p9i/LOyslig28DAAICTI6YGgwEmk4kl4aanpyMmJgYpKSkwmUxoaWlhQog2NZORVa/XMyMspdmSOTYyMpKNRFMuS2xsLARBYKm1CQkJTIyRiTczMxMxMTHIzc1lrwPtYcrKygrI6240GlFfX4/i4mLWyqT31lSqCv4kFATLSMdEPhhKVSYfjEgkwpEjRzB79uxxqyaffPIJHnvsMVRWVgb9IuIMhYsWfzJZ0eJwOHDkyBFkZmaeEnM/FdHiz6WHwMkWC/kADAaD330d04E8ITROGYwvUm/Ts9lsZqbnkU4yVL0KhUC+kbDb7ejs7GRx9xaLBRaLhbVs9Ho9S9xNTEyEWq2GVCqFzWZDSkoKtFotG1WmSHy1Wg2bzYaenh7YbDY2ldPT0wO5XI6EhARWrRIEAX19fdDr9WxZYlJSEmQyGYxG45AIfmr9xMfHw+l0srFsSqylOAGaaEpMTERycjKUSiViYmKg1+uRkZERtNfaYDCwcLPRvFdUVVCr1Wy6JhhTbqEoWEaCfDDk31MqlcjLyxtzgvKLL77A/fffj3379gVMrHJOgYsWfzIZ0UKbdWfPnj1iyXEyosXfkfyjtVhoQZpWq0VUVBQUCgUUCkXQM1po51F6enrQPCHDIW8E5ZtIJBIolUpIpVKWwLlw4cKQK/sPRxAEtLS0MO+JyWRCamoquru7mVmWhEp8fDyLyU9LS2M/d7lcEIvFrFLS0dGBzs5ODAwMoKioiCXxulwuqNVqlo2Sk5OD+vp6REZGIj8/H3K5nP09eVgGBwfR3d3NVhFQBg8tPqQAQYvFwvZRyWQyv+7Gmgz9/f0sPn6i/iiarqEpt0ClzIaLYCGcTieOHDmC3Nxc1va0Wq1DJrfoOXzzzTe48847sWfPnmkPGWzatAn79u2DQqHA0aNH2c9ffvll/Pa3v0VkZCSuvPJKPPfccwCAzZs3Y+vWrYiMjMSWLVtw6aWXTuvxwxwuWvwJfVGOh16vR319PRYtWjSqie/zzz/HsmXLxr1q8rdg8Xg8OH78OEQiEebMmTPq8VDgmEajgUgkYgLGF8bUyUAG4RkzZkx7e66/8PYMaTQauN1uFBYWIiMjI6Qzbiid2ePxjHqSGhwchFarhVarhUQiYUFyOp2OiQhq/XhTX1+PmpoaREdHIyEhgVVF6P2k1WoRGxuLpqYmSKVSlJSUML9MVFQUq2RRGykyMhIej2eIoCZTLnDyd5CUlMT2KIUCer0eDQ0NkxIsw6FdS95G3ukG2o32OM3NzXA4HGEhWGjKjcQuQRcTGo0Gv/zlL+FyubBs2TK89dZbeP/994dsXZ8qn3zyCcRiMTZu3MhEyz//+U889dRT2L9/P6s6KhQK1NXVYf369Th06BB6enpw8cUXo6GhIaS/F/wMFy3+ZCKipaenBx0dHeN+MX355ZdYsmTJmHkg/hYsLpcLtbW1SElJQX5+/oTvn0K01Go1PB7PtIypk4ESLcNhHwtw8r3Q1dWFgoIC6PV6VhGgk0wotdwojyc2NhaFhYVTeq+p1WoAGFVMNjc3w263Q6VSQavVIisri+W+UCWlu7sbjY2NSEtLg8lkQkREBPLz8xEREcGmlqh12dHRgeTkZMhkMjbaHKq+BJ1Oh6ampnEX9E0W78+i2+1mLcqJBtqNRDgKlqqqKuTk5Iz5+3e73Xj77bfxm9/8BgCQm5uLa665BldffTVLk54qbW1tuOqqq5hoWbNmDW699VZcfPHFQ263efNmAMCjjz4KALj00kvx+OOP4+yzz57W44cxI765eIx/AKAP+sDAAJYuXTpuOBntHxrtdv5eekipvDk5OZPu73tveCXz4PHjx+F0OpmA8VUaL0Fl9QULFoR8lgXw31h+2idFy+So5XbkyBFERUWx18uXJ7LJ4vF4UFtbi+TkZMyYMWPK9zNe5augoAAAUFRUhL6+PjQ3NyM2NhYajYY9f9ooTdW85ORkNpJNm6ddLhf6+vqgVCqZqTY+Pj5kKirD0Wq1aG5uRmlpqc9bq96fRQq0a21tnVCg3UjQ95jdbkdRUVHICxa3243q6mpkZWWNK1hbWlqwZcsWvPnmm1i4cCFaWlqwZ88e3HDDDfjxj3+MVatW+ey4Ghoa8Omnn+Kxxx5DXFwcnn/+eXznO99Bd3c3li9fzm6XnZ2N7u5unz3u6QIXLX7G4/Hg6NGjiI6ORmlp6YQ+6CNteib8LVioYjFSzP1kiYmJQVZWFrKystiXZnNzM6xWK5usme6SQrVajdbW1mmV1QOFdyx/cXHxKScL710sVqsVarUatbW10x6lnioulws1NTWQy+UB9X2kp6ezsLYTJ06gp6cHubm50Ov1SE9PZ9kr5FFZsmQJ2tra2KbqhIQEKJXKkPBYjYVGo0Fra6tfBMtwoqOjkZGRgYyMjCG5TCdOnGCBdpQ/MxLhKljoOY9FW1sbNm7ciNdffx0LFy4EAMycORP33nsv7r33Xp8fm8vlgl6vxxdffIGvvvoKa9asQUtLi88f53SFixYfMdKHmHI3yK0+UWhp4nD8vfSwv7+fmUJ9XbHw/tKkNN729naWxuu9r2aidHZ2Qq1Wj7jZONQgf1BkZCQWLFgw7vOMj49HXl4e8vLy4HA4oFarWcVqsntrpoLT6URVVRWys7ODOk0zZ84cNnI8ODgIqVQKmUwGsVgMq9WKqKgomEwmKJVKaDQaLFmyBBEREdBoNKiuroZIJGKCL5R2xajVarS1taG0tDTg792IiAjIZDLIZDIWaEfiPzY2lk0FkpAKN8Hi8XhQU1MDhUIxbmunq6sL1113HV577TUsXrw4IMeXnZ2NVatWQSQS4ayzzmI7r7KystDZ2Tnk2Pjk0qlwT4uPcLlcQ6ojFosFVVVVKCwsnLQp9OjRo8jJyRky/urvkea+vj50dHRg0aJFAa1Y0JJCmqwZL40X+O+XqMViwfz580PeqEYj2MnJyZPyB40EVazUajUsFsuYo9RTxW63o6qqCjNnzhxiXAwmZPI1m81ITExEWloakpKS0Nvby0ZaRxLbdrud+ToCJfjGQ6VSMW9bqIltei01Gg2Ak4F2NpsNbrc7rARLWlrauNXBvr4+XHvttfj1r3+Nc88912/HNNzT8uqrr6KnpwdPPvkkGhoacNFFF6GjowN1dXW47rrrmBH3oosuQmNjY8h/v/kRbsT1J96ipb+/H3V1dVi4cOGUQtjq6+uhVCqRmpoakJFm8lgsWrQoIMsAR4PSUNVqNQwGA0vjTUtLYwLG4/Gw0ddALhKcKv6M5R+eAjoRwTceFHLni/ZgIKBck0WLFo3bOnM6nUwgk69jMvu2fEFfXx+6urpQUlIS1M/aRLDb7airq4PJZEJMTMy0F6z6G2rFSySScSvbGo0Gq1atwnPPPYeLLrrIb8e0fv16HDx4EFqtFkqlEk888QRuuOEGbNq0CVVVVYiJicHzzz+PCy+8EADw1FNPYdu2bYiKisKvf/1rXH755X47tjCAixZ/4na74XK50Nvby8q+U61YnDhxAqmpqZDJZH4XLCdOnIDb7ca8efMCGkw1HpRqqVKp2JZlmUyG3t5eSKXSaVcsAgEZmgMRyz98/QLtCRopxnw0zGYzampqQjbkbjjTGROmCp9Go4HRaDxlXYU/6O3tZTuwQl2wAGD+s/nz5w+piAYz0G40BEFggZLjGcb1ej1WrVqFxx9/HFdccUWAjpAzBbho8SculwsNDQ0wGAzT/lJqamqCWCxm457+ECy0QiApKSloqbETRRAE6PV6HDt2DCKRiJ1g/B2gNR2CWbHw9inQKPV4r9fAwACOHTsWFtuEgf9O3fhiTHj4ugp/BLR1d3ejr68PJSUlYVHu9xYsw78bSCBrNJqABtqNhiAIqKurQ1xcHJtCGw2j0YhVq1bh4YcfRllZWWAOkDNVuGjxJ+3t7dDpdD6pWLS0tCA6Ohrp6el+ESwOh4ONAk43gyAQkAAoLCxEWlrakC3L0dHRUCqVQ4yDwYZi+efPnx/0HU2CIJzyepHRkk72NDI+kRZLKEAm1pKSEp//zocHtNHo+XS2eHd1dUGtVqO4uDjsBctw6PUiwUeBdoEKlxQEAfX19YiOjh43Q8hkMuHaa6/FnXfeibVr1/r92DjThosWf+JyueByuaYtMARBYCcRf8Tjm81m1NbWhtRivrEYby+PdxpvREQEOyEHa/yZfnehGstPo9QU9paYmAij0TitdmYg6e3tZZ6QQFzVD9/iTUbeif5uOzs7odVq2Qb3UKelpYUZ3KfyXUavF6U9y2QyyOVyvxifqb0tEomGLJwdCYvFgjVr1uCmm27Cxo0bfXocHL/BRYs/od0r04FGmqm6YrVaoVKphpyQpxM2ZjAYUF9fjwULFoRs2JY35FmYaAXAZrOxEzJlmyiVyoCNumo0GrS0tKC4uDgsBEBnZyfa29sRFxcHt9vtt/A/X0EtlmB5QhwOB5vcstls7IQ8mjG1o6ODGdxDwfcxHtMVLMOhSTeNRjPlQLvREAQBjY2N8Hg84xrybTYb1q1bh9WrV+NHP/rRtB6XE1C4aPEn0xUt4400e5+QAUx6vw/lMITLCZVGsIuLi6ck0ijbRK1Ww+VyDRl19Qc9PT3o7u4OyTHWkejq6oJKpWICwHuU2mq1htykSEdHB3Q6XchULChrSKPRwGQyQSqVQi6Xs8mttrY2GI1GLFy48IwULMOhQDu1Wg2j0TglozgxmVUCDocD119/PS677DL8+Mc/Don3MmfCcNHiT6YqWqYy0my329kJ2ePxMAEzWkWho6MDGo0GixYtCosTakdHByup++KKmk7IKpWKXSH7Io2X8B4ZD4UT6ni0tbXBYDAM2drtDY1S06SIVCplo8HBOAF7bxkPRQFAo/oajQb9/f0QiUSIiIgISnDcVKDN3RMJPfQFw43iIwXajUVzczNsNtu4uTFOpxM333wzvvvd7+L+++/ngiX84KLFn0xFtJBgcbvdiIiImNKHanhFgVoiCQkJEAQBDQ0NcDgcmD9/fkh+4XvjHXPvr+N1uVzQ6XRQqVRsO/BUw9noeCkpNBxeX2+T5USOd7TsHH+OBnsfr3cFINRfX+Dk5N/AwACSkpKg0+kQFxfHJrdCxSjuTWtrKwYHBwMmWEZipEC70VZWTPR4XS4XfvSjH2HhwoV47LHHuGAJT7ho8SeCIMDhcEzq9r7eIeR0OqHRaKBSqeBwOOB2u5GSkhIW21hpk3BMTAxmzZoVkOOl1fSUxjuZigKF3EVFRY1rAgwFyLQoCALmzp07peMdbTRYLpf73GNCngWXyxUW718ShCS46Xhpckur1bJFj3K5PCRWCpAACCVBSAnGGo0Gdrt9iG+oo6ODVQjHOl63240777wTOTk5+N///d+Qf+9wRoWLFn8yGdHi76WHtDcmISEBTqcTNpuNXb0EM758NGgxX1pa2qR2NPmSiaTxEr6M5Q8EJAgpx8IXx+s96qrVahETE8PeY9OtKAiCgOPHj0MkEoVF6jFV3JxO55gCy2azsRMy+az8NVkzHqEoWIZDVVHKgxGJRJg7d+6In0nC4/HgvvvuQ3JyMn71q1+F7HPjTAguWvzJREWLv5ceUqZJQUEB2xvjcrlO2VejVCp95umYDpQam5ubyzb7BhtBEFi6LKXxUolfEAS/xfL7AwoRTElJQX5+vt8ex3v0fDoVBRJYsbGx4+ZuhALUgvV4PJOqYHlP1lgsFrZSwJc7pEajtbUVJpMJCxYsCIuTOuXc5ObmQqfTjRpo5/F48Oijj8Lj8eDll1+e9nPbtGkT9u3bB4VCwfYGES+88AIeeOABaDQa9r1wzz33oLKyEgkJCXj99dcDtoDxNIaLFn9jt9vH/Ht/Lz00Go2oq6sbM4adTJYqlQqDg4NMwARjSsRisaCmpiak99x4mwa1Wi1sNhsyMjJQWFgY8lHs/tx7NBZUUVCr1SyrYyKTW7Q7RiwWY+bMmQE62qlDLTcA06oIDW9TSiQSyOXyMSsKUyXcBEtPTw8bcycPlXeV78iRI3jllVdw2WWXQafTwW6347XXXvPJc/vkk08gFouxcePGIaKls7MTt9xyC44fP45vvvkGMpkMlZWVePnll1FZWYkvv/wS99xzD7788stpH8MZDhct/mY00eLvpYfAyYyQ5uZmFBcXT/jqlr4sVSoVTCZTQBfIkcAKl8wYq9WKqqoq5ObmwmazsZbIZKYeAgm1CHNycoJawSKfFWWbjDZKTRUhqVQatBbhZKAWVkREhE89TcOrfImJiaxNOd1JpLa2NgwMDISNYOnr62MxAmOZvhsaGvDUU0/hiy++QHZ2Nq688kqUlZX5ZHx7+IZmALj22mvx85//HCtXrsTXX38NmUyG2267Deeffz7Wr18P4KSIPXjwIDIyMqb1+Gc4I/7yQvtSMcwQiUQYLgIDIVi6urrQ19eHxYsXT+rkSZHbtONIr9ejp6cHx48fZ6ZUqVTq82PWarVoampCSUlJSBgSx2OkWP6CggLWEqmqqkJkZOS0w/98hd1uR1VVFWbOnMlahMEiOjoamZmZyMzMZNkmnZ2dQ0apk5KSUFtbC4VCERYtt8lEx08WkUgEqVQKqVQ6pKLQ0dHBErK9VzBMlHATLCqVCp2dnSgtLR1TsAiCgP3790MkErEqUmVlJZ588kn09vbik08+8env5/3330dWVhaKi4uH/Ly7uxs5OTnsz9nZ2eju7uaixQ9w0eJH/C1YyABotVrH/XCPR0REBGQyGdss3d/fD5VKhRMnTkAikUCpVLLgrOlAIWyTFVjBwnsvz/Do9oSEBOTn5yM/P5+F/9XW1kIQhHGzc/wFeZrmzJkDqVQa0Mcej8jISCiVSiiVSvYe6+3tRVVVFZKSkhAbGwu32x3SWTeCIODYsWM+NTWPhkgkQlJSEpKSklBQUMBWMNB7jC44xlspEG6CRaPRoKOjAyUlJWO2YAVBwKuvvoqvvvoKFRUViIqKglQqxYYNG7Bhwwa43W6f/n4sFguefvppfPTRRz67T87k4aLFT/h7Qsjj8eDYsWOIjY3FwoULfXr/ERERSEtLQ1paGitXq1QqNDQ0jDlVMxaCIKC9vR39/f1YvHhxSJ+YCIrlLykpGTdFOC4uDrm5ucjNzWVjm/X19Sw7ZzL7aqbK4OAgamtrQ2JR43hEREQgOTkZLS0tKCoqQlxcHNRqNZqamlhLRCaThZRviD5zCQkJ424T9gfx8fHIy8tDXl4eHA4HNBoNGhoa2GjwSIGJ4SZYtFotWltbxw3mEwQB27Ztw9///ne89957I14A+fo7prm5maWKAycr3IsXL8ahQ4eQlZWFzs5Odtuuri5kZWX59PE5J+GeFh/icDggCEJARppramogl8uRm5vr0/seC8rpUKlU0Ov1E47iJsOi2+32yRbsQOCrWP7hng6ZTAalUunzMVfyCC1cuNBvqwp8icPhQFVVFWbMmDGkhTXSKHUo+IbIJJyUlIQZM2YE7ThGgkaD1Wo1BgcHWdvNaDSGlelWp9OhqakJpaWl4/6u33jjDVRUVGDv3r1+rWaO5Gkh8vPzmadl//79eOWVV5gR9+6778ahQ4f8dlxnCNyI62+cTifcbrdfR5ptNhuqq6sxY8YMKBQKn9//RBkexZ2QkAClUgmZTDZEwNCXPV2dhvoIK3Dyi6q/v9/nsfzeo+fTTeP1hhZLTsaEHUxsNhuqqqomtGncOy01IiKCVa0CuT/L4/GgtrYWEonEr2PjvoDabs3NzRgcHGQJ2VPZ8RNIqA07kbbxzp07sW3bNuzfv9+vAn39+vU4ePAgtFotlEolnnjiCfzwhz9kf+8tWgRBwJ133okDBw4gISEB27dvx9KlS/12bGcIXLT4m4GBARbH74+TMxlC582bh5SUFJ/f/1Shq2OVSgWtVov4+Hg2hVRXVweFQjHEpBaqBDKWf/jk1lSNz94trGAbgCcCeW7mzp076ffw8FHqQLTdPB4PampqkJqaGtCq5nRob2+HwWDAggULWNUqlFcKGAwGHD9+HKWlpeO+h/fs2YNXXnkF+/fvHzXWgXPawEWLPzGZTPje976HefPmoby8HJdccolPr3p1Oh0aGxuxcOFCv3sjpoMgCDCbzeju7kZXVxfEYjFycnIgl8tDenlcMGP5vY3PRqMREomE7fcZSzj19vaiq6srbDZLm81m1NTUjJkjNFEcDgerWvljCSZwUljW1NRAJpOFhegG/itYRoq6p5UCGo1myORgMKtzRqMR9fX1E/KNHThwAM899xwqKytDNteJ41O4aPE3Ho+HOdn/9re/Ye7cuSgrK8OKFStGXP41UchfUVxcHFJXSKNhNptRW1uLOXPmICYmhn1RRkVFQalUBt2fMBzKCKHyfzBbWMNzOkbzDXV2drLN3aFkVh0NMgn7I5dnuKfDF3lDbrcb1dXVYTOGDYwtWIYzWgBgYmJiwN7/AwMDOHbs2ISiD/7xj3/giSeeQGVlZdDH+DkBg4uWQOLxePD1119j586d+OijjzBr1iyUl5djxYoVE66U0JZbk8mEhQsXhnRPmjAYDKivrx/REOod9R4REcEETDDbGmRqDsVY/uG+IWq7WSwWtuk2HN4TdHIaaWzc11DekFqtnlTVyhu3242qqiqkp6eHzQTIZATLcGilgFqthtVqDchKAWp1FxcXj3tB9+mnn+LRRx9FZWVlyKz64AQELlqChcfjweHDh7Fz5058+OGHKCgoYAJmNCMZtSsiIyPDYmkc8F9/RXFx8bilXsqcUKvVbFdNoA2WtPcoLy8PSqUyYI87Fcg3VF9fD4vFwk7GoVa1Gg75FYJhEh5th1RaWtqo1SlafZCZmRk2wWAdHR3o7++fkmAZzkgrBSYr+saD2oQTEbFffvklfvKTn2Dv3r0hd1HB8TtctIQCHo8HVVVVqKiowIEDBzBjxgyUlZXh8ssvZwKmv78fH374IZYvX468vLywECyUyltcXDxpfwUFs6nV6oAFs4XD3iNvhm8+9q5ahVIarzc01TQRv4K/EQQBJpOJjVKPZEp1uVyoqqpCdnZ22FzRd3R0QK/XY9GiRT43jns8HhiNxlNWCkwnP4cEy0RG8w8fPowf//jHeP/990N+aovjF7hoCTVoMqGiogIffPAB8vLycN555+H//u//8OMf/xg333xzsA9xXKiF5at2BQWzqdVquFwudjKejidoOCPF8ocyFGoWHx8/4ti41Wplr1kw03i9CfWppuGm1LS0NKhUKuTn54d81Y3wp2AZzvD8nOjo6EmvFKD9XRPxNR09ehS33HILdu/ejVmzZvniKXDCDy5aQhlBEPDuu+/ijjvuwMyZMyGTybBy5UpceeWVIXtipR0sIpEIc+fO9XlFiFI/VSqVz5JlKQ8i1KewCJpgSU1NndAiweGiL1BpvN6oVCq0t7ejpKQkpFtXhMlkQnV1NSIjIxEVFTXElBqqBFKwjITFYmH5ObRSYKyLCxp1LyoqGvf7rL6+HjfffDPeeustFBUV+ePwOeEBFy2hzMGDB3HffffhzTffxNy5c3H06FHs3LmTmc/Kyspw5ZVXhkw2AU3cJCcnY8aMGX5vYXkny1JsuVKpnNS0w2Q8N6EA+Sumagil10ylUsFut7MTi6/TeL3p7e1lk27hMIY9PJmXhLJarYbD4UBaWppfEoynQ7AFy3BGes28x88pTHAi2TxNTU24/vrr8cYbb2DRokWBeQKcUIWLllBFr9fjBz/4Ad58881TzH+CIKCurg4VFRXYv38/FAoFEzDBWojndDpRXV2NjIyMoExXULKsSqWC1WqdUDS+r2L5AwWdTH1lEvZO47VYLOzEkpyc7LOTcVdXF9RqNYqLi8NiqsnhcODIkSMoKCiATCY75e+HJxj7YpR6unR2dkKn04WMYBnO8PFziUQCvV6PoqKicb1j7e3tWLduHbZt24YlS5YE6Ig5IQwXLaEM7Ska7zbHjx9HRUUF9u3bh7S0NJSVleHqq68OmICxWq2oqanBzJkzQyIvwe12MwEz2snYX7H8/oJWNYx2Mp0ubrebnVimk8brTUdHBzuZhsNrbLfbUVVVhcLCwnFXCQAnfUX0mvlrqmY8Ojs7odVqUVxcHJKCZTg2mw3ffPMNEhISYLPZkJycDLlcPuJKge7ubqxevRq///3vcfbZZ0/rcTdt2oR9+/ZBoVCwnUEPPvgg9u7di5iYGBQUFGD79u2s6rN582Zs3boVkZGR2LJlCy699NJpPT7HZ3DRcjpBSwh37tyJvXv3QiqVoqysDFddddWEvoSnAgWE+SLR1B8MPxmnpqbC4XAAAObPnx8WX/Q01TRnzpyACFFf5Jq0traG1WI+EiyzZs2a0uSYx+OBwWCARqMZMko9fO+WLwk3weJ0OnHkyBHmz6NlqxqNBjqdDrGxsTh06BDKy8vh8Xhw7bXX4qWXXsJ555037cf+5JNPIBaLsXHjRiZaPvroI1x44YWIiorCww8/DAB49tlnUVdXh/Xr1+PQoUPo6enBxRdfjIaGhrAQ3mcAXLScrgiCgMbGRiZgkpOTsXLlSlx99dU+u1Kn8dVwMbCSH8Rut0MkEvmkmuBvSBQGa6qJck1UKhX6+/vH3eItCAKam5ths9n8vqvJV5C/wleikAIANRrNkFFqX66tCFfBMnyDtzdarRYvvPAC/v73v8NgMKC8vByPPPKIz7JYxtrO/O6772LXrl34y1/+gs2bNwMAHn30UQDApZdeiscff3za1R6OTxjxizr087854yISiTB79mw89thj+OlPf4qmpibs2rULa9euhVgsZgJmqu0cmgaZyEKzUMDtduPo0aNITU1Ffn4+BEFAf38/+vr6cOLECaSkpDABEyonAaPRiLq6uoCkxo4GiTupVDokjbelpQUJCQlDMjoEQUBDQwPcbjfmz58fskLQm+ksaxwNkUgEiUQCiUSCwsJCDA4OQqPR4MiRIz7Jzwk3wUJZN/n5+WN+38hkMjz00EP44osvcP/998NqteLmm2+G2WzGVVddhTvuuMNvS2G3bduGtWvXAjjZllq+fDn7u+zsbHR3d/vlcTm+gYuW0wyRSIRZs2bh0UcfxSOPPIKWlhbs2rUL69evR1xcHMrKynDNNddALpdP6ETT2dkJtVqNxYsXh8WOm5Fi+UUiEdLS0pCWlsYEjFqtRkNDA5KTk6FUKgPqTRiOdwhbMLNVvBnpZKxWq9HW1obY2Fi4XC4kJiZi3rx5YSVY5s2b59fWplgshlgsxowZM1h+Tm1t7YTGgofT1dUVVoKF1h/k5ORAoVCMeVuj0YjVq1fj4YcfxqpVqwAAP/7xj6HX67F//36/tWeeeuopREVFYcOGDX65f47/4e2hMwRBENDW1oadO3fivffeQ2xsLFauXImVK1dCoVCccuKh0r/FYgkrr8JkYvmpz65SqdhyQhIwgeppkxAoLi4OiyoWBSK6XC54PB5ERUVNOmQs0JBPaCIZIf5i+FgwZcGMNvHW1dXFFmKGg7+CBMtE1h8MDg7i2muvxe23347169f75XhGag+9/vrr+MMf/oCPP/6YCUfeHgppuKeFcxJBENDe3o5du3bh3XffRXR0NK655hqUlZVBqVTC4XDgoYcews0334zi4uKwuJKebiw/tUNUKhV0Ol1AzJW9vb3o6uoKmzFsj8czJJsHOHWHFFUTQqViRLHx/tguPVWGj1LTxBstKAxHwVJdXQ2lUjluBILFYsGaNWuwceNG3HTTTX47puGi5cCBA/jJT36Cf/3rX0PaVseOHcN1113HjLgXXXQRGhsbw+J1PwPgooVzKoIgoLOzkwkYius+99xz8fTTT4dFhcXXsfzD99QM93P4gs7OTmg0mrDJNKFk3rS0NOTm5o54G7vdzgSM2+0OShqvN2Rsnsiem2AxfEFhVFQUPB4PFi9eHDZCtrq6GjKZDDk5OWPe1mazYf369Vi1ahVuvfVWv10MrV+/HgcPHoRWq4VSqcQTTzyBzZs3w263s8nK5cuX49VXXwVwsmW0bds2REVF4de//jUuv/xyvxwXZ9Jw0cIZG7Vajauuugpz585FW1sbBEHA1VdfjfLycmRmZoZkxcXfsfzDd67ExsZCqVRCJpNN6aRCbbqBgQGfbOUNBDSJ5e0TGg+Hw8HycybSDvE14SBYhtPZ2Ymenh4kJyfDYDCMO70VbKjyJpVKRxWyhMPhwA033ICLL74Yd999d0h+l3BCDi5aOKPT0tKC1atX45lnnsEll1wCQRDQ09ODXbt24Z133oHb7WYCJisrKyS+dIIRy08CRqPRICYmBkqlcsLjrTSa7nQ6MW/evLAQLJR+nJWVNa5XYTSGJxj7I43XG6q8BXMSa7IMTxP2nt7S6XSIj49n1b5QqMAIgsBaheNtYHY6ndi0aROWLVuGBx98MCS+OzhhARctnNHZsmULzjnnHCxevPiUvxMEAX19fUzAOBwOJmCys7OD8iXU09ODnp6eoO64sVgsUKlU0Gg0zJCqUChGXBJIyyUjIyMxe/bssPjiplUC+fn5406DTJSRAgB9GY0/MDCAY8eOobi42Kebwf1Jd3c3VCrVqK1CQRDYVmqtVht087MgCDh27BgSEhIwc+bMMW/rdrtx6623Yt68efj5z38eFu97TsjARQtn+giCAJVKhd27d2P37t2wWq24+uqrUVZWhry8vIB8KYViLL+3ITUiImJIPofH48HRo0eRmJiImTNnhsUXN6XG+muVADByGq9SqZxyfo7RaER9fT2Ki4tDxgg8HuMJlpGg9xptWKb3WiCeM4nvmJgYFBYWjnlbj8eDu+66C+np6Xj66afD4n3PCSm4aOH4FkEQoFar8c4772D37t0YHBzEVVddhbKyMr9sfhYEAU1NTbDb7SGdwGqz2ZiAEQQBTqcTSqUSBQUFwT60CUGpsVOdxJoKFI2vVqsnlMY7HIPBgOPHj5/2gmU4drudjVI7nc4pbT+fKLT7LDIyErNmzRrz/j0eDx544AHEx8fjhRdeCNnPKiek4aKF4180Gg0TMEajkQkYX1QXPB4P6uvrERUVFTbtFYozT0hIgN1uh8fjgVwuh1KpDNkTK42O+zI1drJQfg75ORITE8ec3iIzdklJScC8TdPFF4JlOE6nk41Sk3dILpezUerpQAnIAMb9/Hk8Hjz22GNwOBz47W9/ywULZ6pw0cIJHFqtFu+++y52794NvV6PK6+8EmVlZSgsLJz0F6jb7UZtbS0kEgny8/PDQrCQH8Q76M7hcLAKjMvlCvpI8HAo0yRYu49Ggqa3VCrViLt9vNOEw0Ww9PT0oK+vz6/j7iNt8pbL5VNqvVGF0+VyYe7cuWN+/gRBwJNPPgm1Wo0//vGPIdO+5YQlXLRwgoNOp2MCRqvV4oorrkB5efm4JWbgv7H86enp4wZXhQrUXpk1a9aoG7edTic0Gg0bCSYBE6zxXJq4CfURYTKkkp/D4XCgpKQkZILjxiMQgmU4Ho8H/f390Gg0U2q9eS/FHE+wPPfcc2hqasKOHTvCYu0HJ6ThoiWYGAwG3HLLLTh69ChEIhG2bduGOXPmYO3atWhra0N+fj4qKip8snk2lNHr9Xjvvfewa9cuqNVqXHHFFSgrK8OcOXNO+UKkWH5fTq/4G6pWzJs3b8LtFZfLxXwJVquV+RIClWkSCssaJ4tWq0VjYyMUCgX0ej1EIhEzpIZqxaWnpwe9vb0oKSkJWgVisqPUra2tMJvN4y7FFAQBW7ZswTfffIO//vWvITGWzQl7uGgJJjfeeCO+//3v45ZbboHD4YDFYsHTTz+N1NRUPPLII3jmmWfQ39+PZ599NtiHGjD6+/vx/vvvY9euXejt7cVll12G8vJyzJs3D/X19Xj88cfx6quvBswMOl2oWjGdyHiXywWdTgeVSgWLxYK0tDQolUokJSX5RcCQHyScDKwajQatra0oKSlh4+U2m40JP7fbzQRMqIw9h4JgGQ6NUlPrLTo6esjYPoUgjrd7TBAEvPbaa/jnP/+JXbt2jTjyz+FMAS5agoXRaERJSQlaWlqGnHjmzJmDgwcPIiMjA729vTj//PNx4sSJIB5p8DAYDNizZw927dqFpqYmmM1mPPHEE1i9enVYeFgMBgPq6+t9Wq0gX4JKpcLg4OApO2qmi06nQ2NjY1j5QWjBZGlp6ahX8yMtJ/TXRM1ECEXBMhIWi4W9bna7HZGRkRN6P7/++uvYs2cP3nvvvbB5H3HCAi5agkVVVRVuvfVWFBUVobq6GkuWLMFvfvMbZGVlwWAwADh5tSKVStmfz1Q+/fRT/PjHP8bGjRvx73//Gx0dHVixYgVWrVoVsmPOgTj5ezweZqwcGBiAVCqFUqmccijbSNWKUEelUqGjo2NSCyZHmqjxZxrvcMJFsHjT1dUFlUoFuVwOrVYLl8vF1jAMF35vvvkm/vrXv2Lv3r0+qWpt2rQJ+/btg0KhYMsO9Xr9iG10QRBwzz33oLKyEgkJCXj99ddHDMfkhC1ctASLr7/+GsuXL8dnn32GZcuW4Z577kFycjJefvnlISJFKpWiv78/eAcaZPbs2YOnnnoK7777LjIzMwGcTDjdu3cvdu/ejdbWVlxyySVYtWrVuCXrQEFX/oE8+Q8PZUtJSWECZiKvyVRO/sGmr6+PbcSeqsFzeOXK12m8w+nt7UVPT09YCZaRRrG9hV9DQwM++eQT/OAHP4BWq8XWrVuxf/9+n5m3P/nkE4jFYmzcuJGJloceemjENnplZSVefvllVFZW4ssvv8Q999yDL7/80ifHwQkJuGgJFn19fVi+fDna2toAnKwmPPPMM2hqauLtIS9efvllXH/99aOakU0mE/bt24ddu3ahubkZl1xyCcrLy7Fo0aKgCJhQWCVAoWwqlQoGgwESiQQKhQKpqakjviZ0zNM5+QcaOvkXFxf77JhJ+KlUKgwMDCAlJQUKhWLKabzDCUfBMpFjHhwcxLvvvos333wT1dXVWLt2LdatW4fvf//7PvvdtLW14aqrrmKiZbQ2+m233Ybzzz8f69evP+V2nNOCEUVLeHxrhTnp6enIycnBiRMnMGfOHHz88ccoKipCUVERduzYgUceeQQ7duzAypUrg32oQeWuu+4a8++TkpKwfv16rF+/HoODg9i/fz9eeuklNDQ04OKLL0Z5eTlKSkoCImA6Ojqg0+lQWloa1JNSREQEUlNTkZqaCkEQmIBpbGxEcnIyG22NiIhAZ2cnNBpN0I95MnR3d6Ovr8/nJ/+IiAjIZDLIZLIhabwNDQ3sdUtNTZ3SY4ajYFGpVOju7h73mMViMZRKJWw2G44fP47a2lpUVFTgnnvuwdKlS/GHP/zB5wJepVIxIZKeng6VSgXg5HsjJyeH3S47Oxvd3d1ctJzmcNESIF5++WVs2LABDocDM2fOxPbt2+HxeLBmzRps3boVeXl5qKioCPZhhg1isRhr167F2rVrYTabUVlZiS1btuDEiRO46KKLUFZWhsWLF/tcwAiCgJaWFpjNZhQXF4dEi4oQiUSQSqWs30+psk1NTRCJRBCJRGElWGjzsb9P/sOFn/frlpiYCKVSibS0tAlVEsJRsKjVanR0dKC0tHTc53jw4EH88pe/RGVlJRQKBdLT03HJJZfA4/GgqqrK7xVHeh9zzly4aAkQJSUl+Prrr0/5+ccffxyEozm9SExMxOrVq7F69WpYLBZUVlbid7/7Herq6nDhhReirKwMS5cunbbAoChzt9uNhQsXhvSXp0gkQkpKCiQSCSIjI2EwGJCUlITDhw8jISEBSqUSMpksZE+snZ2d0Gq1AQ1hA/77uqWkpEAQBJhMJqjVarS2tp6SxjuccBQsGo2GTWONJ1g+++wz/OxnP8P+/ftPyU2KiIjwmwlWqVSit7eXtYfosbOystDZ2clu19XVFTYBlJypwz0tnNMWq9WKAwcOYNeuXaitrcX555+P8vJyfOc735m0gKHdR9HR0RNK8g0FKH7d4XCwNNPhsfgULiaXy0PG49LR0QG9Xh80r9JoDA4OQq1WQ6vVIioqakimSW9vL2uvhMrrOB46nQ7Nzc1jjo8Thw4dwr333ou9e/cOacn4g+GelgcffBBpaWnMiKvX6/Hcc89h//79eOWVV5gR9+6778ahQ4f8emycgMKNuJwzF5vNhg8//BA7d+5EdXU1zjvvPJSXl+Oss84a96rY4/GgtrYWycnJYbP7SBAEnDhxAoIgjLkvxlvAxMTEQKlUjlpJCARtbW0wGo1YuHBhSAmW4VgsFrZOwOl0wuPxoKSkJKRXIHij1+vR2NiI0tLScafeqqqqcPvtt+O9997DjBkz/Hpc69evx8GDB6HVaqFUKvHEE0+grKwMa9asQUdHB2ujUyvvzjvvxIEDB5CQkIDt27dj6dKlfj0+TkDhouVM56WXXsIf//hHiEQiLFy4ENu3b0dvby/WrVsHnU6HJUuW4M9//nPY5HZMFbvdjo8++ggVFRU4cuQIzj33XJSXl2P58uWnCBi3243q6mrI5XK/X2H6CkEQUFdXN+mqkPden6ioKCZgAvV+aG1thclkCplx9onQ19eHjo4OKBQK6HQ6tsk7lNJ4h2MwGHD8+HGUlpYiNjZ2zNseO3YMP/zhD7Fz507MmTMnQEfI4QDgouXMpru7G+eccw7q6uoQHx+PNWvW4IorrkBlZSVWrVqFdevW4X/+539QXFyM22+/PdiHGzDsdjv+/ve/o6KiAocPH8Y555yDsrIyfPe734Ver8fNN9+MLVu2YObMmcE+1Anh8Xhw7NgxJCQkYObMmVOuClmtVqhUKmg0GkRERLBWyHgnuanS3NwMi8WC+fPnh5VgGZ4dQ2m8KpUKTqdzyCbvUKjQGY1G1NfXTygI8cSJE7jxxhvx17/+FfPnzw/QEXI4DC5azmS6u7uxfPlyVFdXIzk5GWVlZbjrrruwYcMG9PX1ISoqCp9//jkef/xxfPjhh8E+3KDgcDjw8ccfo6KiAp9//jnsdjuuv/56PPjgg2HhU6A2lkQiQX5+vs/u12azQa1WQ6VS+XwxoSAIaG5uht1uH3eLcCgxkbC74Wm8lCrrrz1S4zEwMIC6uroJ7ZlqaWnBddddhz/96U8oKSkJzAFyOEPhOS1nMllZWXjggQeQm5uL+Ph4rFixAkuWLEFKSgr70qWcgzOVmJgYXH755Zg/fz7Kyspw4403oqmpCd/97ndx9tlnY9WqVfje974XkgLGn22suLg45ObmIjc3ly0mPHbsGDweDxMwU1m2SEZhp9MZVoJFpVJNKJ03OjoaGRkZyMjIgNvthlarRXt7O0vjVSqVPtsjNR4mkwnHjh2bkGDp6OjAhg0bsHXrVi5YOCFH6H37cvwCbVRubW1FSkoKVq9ejQMHDgT7sEKOEydOYO3atfjDH/6AZcuWATh5xfzPf/4TO3fuxIMPPojly5ejvLwc55xzTkjE4LtcLlRXVyM9Pd3vI59xcXHIyclBTk4OHA4H1Go16uvr4XK5IJfLoVQqJ+TloPFxj8eDefPmhZVgmWimiTeRkZFQKpVQKpVsj1R3dzfq6+t9nsY7nMHBQRw9ehSLFi0a93fT09OD9evX43e/+x2+853v+PxY/EFbWxtmzpwJQRBQW1uLBQsWjHi7wcFBpKenw2w248MPP8SKFSsCfKQcX8BFyxnC3//+d8yYMQNyuRwAsGrVKnz22WcwGAxwuVyIioriOQcAqqur8ec//xkLFy5kP4uOjsaKFSuwYsUKuFwuHDx4EDt37sTDDz+Ms846C+Xl5Tj33HODImCcTieqqqqQk5OD9PT0gD52TEwMsrOzkZ2dzbwcJ06cgMPhYAJmpA3BNNkEYMzJplBjqoJlOBEREZDL5ZDL5fB4POjv7z8ljZdSjKeL2WxGbW0tFi5cOO62ZpVKhTVr1uDFF1/E9773vWk/dqDIz8/HxRdfjL/97W/Yvn07XnjhhRFv9/bbb8NsNiM3NxcXX3xxgI+S4yu4p+UM4csvv8SmTZvw1VdfIT4+HjfddBOWLl3Klp+REXfRokW44447gn24YYHL5cInn3yCiooK/Pvf/8bSpUtRXl6O8847LyATNw6HA1VVVcjPzz8l7CuYkJdDpVLBZrMxMyqNAx8/fhyRkZFhk3cD+E6wjAWl8apUKuj1eojFYigUiimHAFosFlRXV2PBggVISkoa87ZarRarVq3CU089hUsvvXSqTyFoVFRUYO3atVAoFOju7h7xd3TOOefgs88+w89//nM8+eSTQThKziThRtwznV/84hd4++23ERUVhdLSUvzxj39Ed3c31q1bB71ej9LSUrzxxht+mxA5nXG5XPj3v/+NiooKfPLJJ1iyZAnKy8tx/vnn+0XA2O12VFVVoaCgADKZzOf37ytcLhcTMFarFYIgICkpCUVFRWEzJRQIwTIc7zRe7xBAmUw2oYqe1WpFdXU1ioqKkJycPOZt+/v7sWrVKvzsZz/D1Vdf7aunEFAcDgeysrKg1Wrx3nvvnbLHraGhAXPmzIFIJEJzc7Pf82Y4PoGLFg4nELjdbnz66afYtWsX/vWvf6GkpATl5eW44IILfCII6YQ0Z86cUTdihxqCIODo0aPweDwQiUQwm81IS0uDUqlEcnJyyFZcgiFYRoLSeDUaDaKjo8fM0LHZbKiqqsK8efMgkUjGvN+BgQH84Ac/wH333Ydrr73WX4cfEO6//368+OKLuOaaa/D+++8P+btHH30UzzzzDC644AL84x//CNIRciYJFy0cTqBxu9347LPPsHPnThw8eBCLFi1CeXk5LrrooikJGIvFgpqamgmdkEIFyo5JTExkeTdutxs6nQ5qtRomkyng0zQTgQRLSUlJSBiuCe80XsrQkcvliIuLg91ux5EjRzB37lykpKSMeT9msxnXXnstbr31VmzYsCEwB+9H6uvrUVRUxPx5SqUSwMn3Wm5uLnp6evDGG2+cFs/1DIGLFg4nmLjdbnz++efYuXMn/vGPf2DBggUoLy/HxRdfPKHMk8HBQTYdMZ5HIVTweDw4evQokpKSRi3Jezwe6PV6qFQqDAwMQCqVsmmaYAkYtVqN9vb2kBMsw6EMHbVaDbfbDbvdjlmzZiEjI2PMf2e1WrF27Vps2LABN998c4CO1v9873vfw3/+8x88//zzuP/++wEA+/fvx1VXXQWJRILe3t4pjedzgsKIH/7waCpzwpZNmzZBoVAMGUPU6/W45JJLMGvWLFxyySXo7+8HcLKFcPfdd6OwsBCLFi3C4cOHg3XYfiEyMhLnnHMOfvOb36C6uhp33XUXPv/8c5x//vnYtGkT9uzZA6vVOuK/NZlMbAoknAQL7Wway0MQEREBmUyG+fPnY9myZZDL5ejr68MXX3yBuro6Fo8fKMJFsAD/zdBZtGgRPB4P24h86NAhtLS0YHBw8JR/Y7fbsWHDBvzgBz/ATTfd5PNjeumllzB//nwsWLAA69evh81mQ2trK5YtW4bCwkKsXbsWDofD548LAD/60Y8AANu3b2c/o/9ev349FyynAbzSwvErn3zyCcRiMTZu3Mi2tj700ENITU1lW1v7+/vx7LPPorKyEi+//DLb2nrPPffgyy+/DPIz8D8ejwdfffUVKioq8Pe//x1z5sxBWVkZVqxYgYSEBPzzn//Ehx9+iP/3//5fyO6zGY7H40FNTQ1SU1ORm5s7pfsQBIGNA/f39/t8HHgkwkmwEE6nE0eOHBkSaTB8guvQoUNYsmQJlixZgptuugkXXHAB7r33Xp9XsoK9LsRisSAjIwMDAwM4dOgQZsyYgaysLDgcDhw6dChssmc4AHgiLicYnHvuuWhraxvys/fffx8HDx4EANx44404//zz8eyzz+L999/Hxo0bIRKJsHz5chgMBvT29o5b6g53IiIisGzZMixbtgwejwdff/01du7ciWeffRZKpRJNTU148803w0awuN1u1NTUQCaTTSudVyQSITU1lW30pXHgpqYmJCUlMQEzlXHgkQhHweJyudjYOwkW4NQ03qamJjz33HOoq6tDQUEBli1bBkEQ/NJ+c7lcsFqtiI6OZiLiH//4B958800AJz/zjz/+uF9ES0JCAtavX48//OEP2LZtG+bOnQuHw4EFCxZwwXKawNtDnICjUqmYEElPT4dKpQJw8irN+yR3Jq4ViIiIwFlnnYVf/epXePbZZ9HV1YUrrrgCt912G2644Qa88847I5b8QwV/rRMQiURISUnBnDlzsHz5cuTk5MBoNOLQoUOoqamBSqWC2+2e8v2Hs2DJzc0dM6cnMjIS69evh0KhwE033YQHHngA//d//4eSkhLcddddqKmp8dkxea8LycjIgEQiCfi6EGoRvfXWW/i///s/AMAPf/hDvz0eJ7DwSgsnqIhEopCZFgkl9uzZg82bN+Nf//oXS06tqqpCRUUFnn/+ecyYMQNlZWW4/PLLWWhbsHG73aiqqkJGRgYyMzP99jgikQgSiQQSiQSFhYUsz6S1tRXx8fFQKpWQyWQTHlFWq9Voa2tDaWlp2AgWEodZWVlsSmY0PB4P7r33XmRnZ+N///d/ERERgWuuuQZOpxP/+te/YLPZfHZcobAuZMmSJSgpKUFVVRUMBgNiYmJw/fXXB/QYOP6DixZOwCGzYEZGBnp7e9lVYlZWFjo7O9ntztS1Am63G/v27cMHH3zAxlYjIiKwePFiLF68GE8//TRqampQUVGBX//618jLy8PKlStxxRVXBM2kS/uPMjMzA9rOE4lESE5ORnJyMgoKCmA2m6FSqdDe3o7Y2Fg2DjyaGNFoNGErWKj9MxYejwcPPfQQxGIxNm/ePMQLFB0d7fM4+1BZF3LLLbfgzjvvBABcffXVIR3AyJkcvD3ECTjXXHMNduzYAQDYsWMHS6+85ppr8Kc//QmCIOCLL76ARCI57f0sIxEZGYnXXntt1JyNiIgIlJSU4Omnn8Y333yDJ598Es3Nzbjiiiuwbt06vPXWWxgYGAjY8VKbIisrK6i/L5FIBLFYzDwbs2bNgs1mw5EjR3DkyBF0d3cPmVrRaDRobW0NK8FCBmeFQjFuNcvj8eDnP/85PB4PXnrppYAkEOfm5uKLL76AxWKBIAj4+OOPUVRUhAsuuAC7du0CMPQz7y9WrVrF/nvTpk1+fSxOYOHTQxy/sn79ehw8eBBarRZKpRJPPPEEysrKsGbNGnR0dCAvLw8VFRXMbHnnnXfiwIEDSEhIwPbt27F06dJgP4WwgVJnd+7cicrKSqSnp6OsrAxXXnml34LoaGFjbm7uuG2KYEKBbGq1GpGRkUhISIDRaMSSJUvCTrBMZCJLEAT88pe/RE9PD7Zt2+Yzs/JECIV1IX/5y19w/fXXIysrC+3t7QF9/hyfwcPlOJwzBUEQUFdXh4qKCuzfvx8KhQJlZWW46qqrxk1KnSg0ahtqCxvHo7u7Gy0tLYiNjWWJsgqFYkIBf8GCQvqSk5ORn58/5m0FQcDzzz+P48eP489//nNQ1w8Ei+9///v497//zZcjhjdctHA4ZyKCIOD48eOoqKjAvn37kJaWhrKyMlx99dVT3l1EG6a9/QvhwPCWkHeirCAITMCEUggZVdDEYvG4i/4EQcArr7yCL7/8Em+//XbYVJF8ydatW3HLLbcgNjYWLS0tfjWFc/wKFy0czpmOIAg4ceIEdu7cib1790IqlbIKTFpa2oTuw+Fw4MiRIyG/YXo443lY7Hb7kEh8EjDBzMehillcXBwKCgrGve0f//hH/O1vf8Pu3bvPqG3tXV1dOOecc2AymaDX6wGAV1nCHy5aOGcmmzZtwr59+6BQKFgq74MPPoi9e/ciJiYGBQUF2L59O2ubbN68GVu3bkVkZCS2bNmCSy+9NIhH7z8EQUBDQwN27dqFvXv3Ijk5GStXrhxz2sJut6OqqgqFhYUTFjmhwGRNtw6HAxqNBiqVCi6XC3K5HAqFAomJiQE42pNQhSwqKgqFhYXjRgPs2LED7733Ht5///2QbnX5g7a2NsyYMQMRERHIy8vDj370Izz88MMBMR9z/AYXLZwzk5FWCXz00Ue48MILERUVhYcffhgA8Oyzz6Kurg7r16/HoUOH0NPTg4svvhgNDQ2nvZFPEAQ0NTVh165d2LNnD8RiMRMw1P5pbW1FZWUl1q9fj9TU1CAf8cTRarVoaWmZ8pSQ0+lkAsbhcEAmk0GpVCIxMdFvGUNUEROJRJg9e/a4j/PXv/4Vb7zxBvbt2xdQYcXh+BG+MJFzZnLuueeecpJdsWIFMyguX74cXV1dAE6uGFi3bh1iY2MxY8YMFBYW4tChQwE/5kAjEokwa9YsPProo/jPf/6DV199FYODg1i/fj2uuuoqvPjiiygrK0NBQUFYCpbpJN1GR0cjMzMTpaWlWLJkCRISEtDc3Iwvv/wSTU1NMJlMGOfib1IIgoDGxkYAmJBgeeedd7Bjxw7s2bOHCxbOac+ZZyvncIaxbds2rF27FsDJyZLly5ezvzsTVwmIRCIUFBTgkUcewcMPP4zPPvsMa9euxcyZM/Hyyy+jo6MDK1euhEKhCOk0Y2/BEhMT45P7jIqKGrLTR6vVorW1FRaLBWlpaVAoFEhOTp7W69Lc3AyXy4V58+aNez/79+/H7373O+zfvz9stn9zONOBixbOGc1TTz2FqKgobNiwIdiHEpK0trbizjvvxLvvvovvfOc7aG9vx65du3D99dcjOjoa11xzDcrKyqBUKkNKwPhDsAwnMjISSqUSSqUSbrcbOp0OnZ2dMJlMSE1NhVKphEQimdTr0tLSApvNhvnz54/77/72t7/hV7/6FSorK6c8BcbhhBtctHDOWF5//XXs27cPH3/8MTtB8FUC/8XtduOmm27C1q1bsWTJEgBAfn4+HnjgAdx///3o7OzErl27cOONNyIiIgJXX301ysvLkZ6eHlQBEwjBMpzIyEg2beTxeKDT6dDd3Y36+npIpVIolUqkpKSM+bq0tbXBbDZjwYIF475+n3zyCZ588klUVlaG1QQXhzNduBGXc0bQ1taGq666ihlxDxw4gJ/85CdsISFx7NgxXHfddcyIe9FFF6GxsfG0N+KOhsPhGPfELwgCuru7sWvXLrzzzjsATu57KSsrQ2ZmZkAFjE6nQ1NTE0pLSwMmWMbC4/Ggv78fKpUKRqMRKSkpUCgUkEqlQyZb2tvbYTAYsHDhwnEnXv7zn//gwQcfxP79+3kGCed0hk8Pcc5MRlolsHnzZtjtdja2u3z5crz66qsATraMtm3bhqioKPz617/G5ZdfHszDDysEQUBPTw8TMG63m1VgsrKy/CpgQk2wDMfj8cBgMEClUsFgMCA5ORlKpRIWiwV6vR6LFi0aV7B8/fXXuOuuu7B3795xo/w5nDCHixYOhxM4BEFAX18fEzB2ux1XX301Vq1ahezsbJ8KmFAXLMMRBAEGgwEtLS0wGo2Qy+VIT09HamrqqFW96upq3HbbbXj33XfHDZqbCgaDAbfccguOHj0KkUiEbdu2Yc6cOVi7di3a2tqQn5+PiooK7p/hBAouWjgcTnAQBAEqlQq7d+/G7t27YbVaWQspLy9vWgIm3AQL0dPTg97eXhQXF8NsNkOlUkGn00EsFkOpVCI1NZWN5dfV1WHTpk2oqKjA3Llz/XI8N954I77//e/jlltugcPhgMViwdNPP43U1FQ88sgjeOaZZ9Df349nn33WL4/P4QyDixYOhxN8BEGAWq3GO++8g927d8NsNuOqq65CWVkZ8vPzJyVgwlWw9PX1oaurC6WlpUMqK4IgwGQyQaVS4bHHHoPVasV5552Ht956CxUVFViwYIFfjsdoNKKkpAQtLS1DXv85c+bg4MGDyMjIQG9vL84//3ycOHHCL8fA4QyDh8txOMFi06ZNUCgUI550XnjhBYhEImi1WgAnT1x33303CgsLsWjRIhw+fDjQh+tXRCIRlEolbr/9dvz973/H+++/D5lMhvvuuw8XXnghXnjhBTQ3N48b2BaugkWlUqGzsxMlJSWntIJEIhGSk5Mxa9YsvPXWW7j11luZufnnP/853njjDRiNRp8fU2trK+RyOW6++WaUlpbilltuYdWfjIwMAEB6ejpUKpXPH5vDmQxctHA4AeCmm27CgQMHTvl5Z2cnPvrooyGmyg8++ACNjY1obGzEa6+9httvvz2QhxpwFAoFbrvtNnz00UfYv38/lEolHnjgAVxwwQX41a9+haamplMETGtra1gKFo1Gg46ODpSUlLDWz2h0d3dj8+bNeO2111BXV4ennnoKra2tWLFiBZ577jmfHpfL5cLhw4dx++2348iRI0hMTMQzzzwz5DYikSiksng4Zya8PcThBIjhY9cAcO211+LnP/85Vq5cia+//hoymQy33XYbzj//fKxfvx7A0BL9mYROp8O7776L3bt3Q6vV4oorrkB5eTmOHz+Op59+GgcPHgyrxYCT2YHU29uLa6+9Flu2bMH3v//9U/7ebrf7dItzX18fli9fjra2NgDAp59+imeeeQZNTU28PcQJFrw9xOGEEu+//z6ysrJQXFw85Ofd3d3Iyclhfz4TVwkAQFpaGm655RZ88MEH+PDDD5GXl4fbbrsN9913Hy677DK0tbX5dOePP9Hr9Whubp7QDiS1Wo3Vq1fj+eefH1GwAPCpYAFOtn5ycnKYIPn4449RVFSEa665Bjt27ABwcov0ypUrffq4HM5k4Ym4HE4QoMmMjz76KNiHEhakpqZixowZ8Hg8OHjwID7//HP8v//3/9DX14dLL70U5eXlE9rVEwz6+/vR0NAwoVaWTqfD6tWr8fTTT+Oiiy4K0BGe5OWXX8aGDRvgcDgwc+ZMbN++HR6PB2vWrMHWrVuRl5eHioqKgB4ThzMcLlo4nCDQ3NyM1tZWVmXp6urC4sWLcejQIb5KYAQOHjyIhx56CPv27YNSqcScOXNw0003wWAwYM+ePXjyySfR1dWFyy67DOXl5SgqKgoJAWMwGHDixAmUlJSMWx0xGAxYvXo1fvazn+Gyyy4L0BH+l5KSEnz99den/Pzjjz8O+LFwOKPBPS0cToAYydNC5OfnM0/L/v378corr6CyshJffvkl7r77bhw6dCgIRxw6HDp0CLm5uUhPTx/1NkajEXv27MHu3bvR0dGBFStWYNWqVSgqKho3adYfGI1G1NfXo6SkZFzvjclkwg9+8APcfffdWLNmTYCOkMMJabinhcMZzk9/+lOIRCLIZDL09fWd8veCIOCyyy6DSCTCkiVL4HQ6p/Q469evx9lnn40TJ04gOzsbW7duHfW2V1xxBWbOnInCwkL86Ec/wu9+97spPebpxFlnnTWmYAEAiUSCG264Ae+99x4OHjyIhQsX4plnnsH3v/99PP7446ipqYHH4wnI8ZpMJtTV1aG4uHhcwWI2m7Fu3Tr8z//8DxcsHM448EoL54zG6XRi2bJlOHLkCC6//HJUVlYO+ftXXnkFd911F+Lj4/HNN99g3rx5QTpSzlQxmUzYt28fdu3ahebmZlxyySUoLy+f0K6fqTA4OIja2loUFxcjISFhzNtarVasW7cO69atww9/+EOfHwuHE8bwRFwOZyTq6+uxZMkSWK1W/Pa3v8Udd9wBADhx4gRKS0thtVqxZcsW3HXXXUE+Us50GRwcxP79+7Fr1y40Njbi4osvRllZGUpKSnwiYMxmM2pqarBo0SIkJiaOeVu73Y4NGzbgyiuvxB133BESHhwOJ4TgooXDGY2XX34Zd999NxISEnD48GEUFBTg7LPPxtdff40VK1bgwIED/KRymmE2m1FZWYmdO3fixIkTuOiii1BWVobFixdPScBYLBZUV1dj4cKFEIvFY97W6XSyXT8/+clP+HuLwzkVLlo4nNEQBAGXX345PvzwQyxduhSXXHIJNm/ejNTUVNTW1iIzMzPYh+gTNm3ahH379kGhUAwxBL/88sv47W9/i8jISFx55ZUscXXz5s3YunUrIiMjsWXLFlx66aXBOnS/YrFYUFlZiV27dqGurg4XXnghysvLsWTJkgkJGKvViqqqKixYsABJSUlj3tblcuGWW25BcXEx81RxOJxT4KKFwxmL3t5eLFy4EDqdjv3s7bffPq3MkZ988gnEYjE2btzIRMs///lPPPXUU9i/fz9iY2OhVquhUChQV1eH9evX49ChQ+jp6cHFF1+MhoaGU/blnG5YrVZ88MEH2LVrF44ePYrzzz8f5eXl+M53vjOigLHZbKiqqsK8efMgkUjGvG+324077rgD+fn5ePLJJ7lg4XBGh08PcThjkZGRgaeffpr9efXq1aeVYAGAc889F6mpqUN+9vvf/x6PPPIIyxFRKBQATib2rlu3DrGxsZgxYwYKCwvPiNHr+Ph4rFq1Cm+++SYOHTqEiy66CFu3bsXZZ5+Nhx56CJ9//jncbjeAkzuQHn/8ccydO3dcweLxeHDfffchPT0dTzzxBBcsHM4U4KKFw/kWt9vNIssBoKqqCmazOYhHFBgaGhrw6aefYtmyZTjvvPPw1VdfAeDrBAAgLi4OK1euxBtvvIGvvvoKl156KV5//XWcffbZuPPOO1FWVoZzzz0XKSkpY96Px+PBww8/jLi4ODz77LNByY3hcE4H+CeHw/mWZ555Bv/5z38gkUiQk5ODxsZG3H///cE+LL/jcrmg1+vxxRdf4Fe/+hXWrFkTNjt9AklcXByuvvpq/PnPf8aHH36Izz77DHPnzsUTTzyB+++/H59++imrwHjj8Xjw+OOPw+FwYMuWLVywcDjTgH96OBwAhw8fxhNPPAHgpCl1x44dEIlE+MMf/nBKdsvpRnZ2NlatWgWRSISzzjoLERER0Gq1fJ3AKPT397MNzHv37sU333yDq6++Gm+99RbOPvts3Hffffjkk0/gcrkgCAKeeeYZqFQqvPrqq1ywcDjThH+COGc8VqsV119/PZxOJ6699lrccMMNuOCCC3DfffcBAH74wx9Cq9UG+Sj9R1lZGf75z38CONkqcjgckMlkuOaaa/DWW2/BbrejtbUVjY2NOOuss4J8tMHnoYcewk9/+lM2SRUTE4MrrrgC27dvx+HDh1FeXo6Kigp897vfxYUXXohjx45h+/btfjMwu91ulJaW4qqrrgJw0mezbNkyFBYWYu3atXA4HH55XA4nKAiCMNb/OJzTnrvuuksAIGRkZAg6nY793GazCfPnzxcACKtWrQriEfqOdevWCenp6UJUVJSQlZUl/PGPfxTsdruwYcMGYf78+UJpaanw8ccfs9v/8pe/FGbOnCnMnj1bqKysDOKRhw4ul2tCt3M4HMKWLVsEs9ns1+N54YUXhPXr1wtXXnmlIAiCsHr1auGvf/2rIAiCcNtttwm/+93v/Pr4HI6fGFGX8JFnzhnNRx99hMsuuwyCIOCDDz44ZbtuVVUVzjrrLDidTmzfvh033XRTcA6UwxmBrq4u3HjjjXjsscfw4osvYu/evZDL5ejr60NUVBQ+//xzPP744/jwww+DfagczmThI88cjjf9/f24+eabIQgC7rjjjlMECwCUlJQwr8s999yDtra2AB8lhzM69957L5577jnmldHpdEhJSUFUVBSAM3Pii3N6w0UL54xFKpWiu7sbgiDgt7/97ai3e/TRRyEIAoxGI/Lz8wN3gBzOGFCy8ZIlS4J9KBxOwIgK9gFwOBwOZ/J89tln2LNnDyorK2Gz2TAwMIB77rkHBoMBLpcLUVFRfOKLc9rBKy0cDicobNq0CQqFAgsWLGA/q6qqwvLly1FSUoKlS5eyBF5BEHD33XejsLAQixYtwuHDh4N12CHD5s2b0dXVhba2Nrz11lu48MIL8Ze//AUXXHABdu3aBQDYsWMHVq5cGeQj5XB8BxctHA4nKNx00004cODAkJ899NBD+MUvfoGqqio8+eSTeOihhwAAH3zwARobG9HY2IjXXnsNt99+ezAOOSx49tln8eKLL6KwsBA6nQ4//OEPg31IHI7P4O0hDocTFM4999xTjM0ikQgDAwMAAKPRyLZrv//++9i4cSNEIhGWL18Og8GA3t5eZGRkBPqwQ5Lzzz8f559/PgBg5syZZ8SOKM6ZCRctHA4nZPj1r3+NSy+9FA888AA8Hg/+85//ABh9DxIXLRzOmQVvD3E4nJDh97//PV566SV0dnbipZde4q0NDoczBC5aOBxOyLBjxw6sWrUKALB69WrW5uB7kDgcDoBxE3E5HA7Hb4hEonwA+wRBWPDtn+sB3C4IwkGRSHQRgOcEQVgiEomuBHAngCsALAOwRRAEvgiJwznD4J4WDocTFEQi0V8BnA9AJhKJugD8AsCPAPxGJBJFAbABuPXbm1fipGBpAmABcHPAD5jD4QQdXmnhcDgcDocTFnBPC4fD4XA4nLCAixYOh8PhcDhhARctHA6Hw+FwwgIuWjgczhmNSCTKEYlE/xSJRHUikeiYSCS659ufp4pEor+JRKLGb/9f+u3PRSKRaItIJGoSiUQ1IpFocXCfAYdz5sBFC4fDOdNxAbhfEIQiAMsB/FgkEhUBeATAx4IgzALw8bd/BoDLAcz69n+3Avh94A+Zwzkz4aKFw+Gc0QiC0CsIwuFv/9sEoB5AFoCVAHZ8e7MdAMq+/e+VAP4knOQLACkikYjvE+BwAgAXLRwOh/Mt34bdlQL4EoBSEITeb/+qD4Dy2//OAtDp9c+6vv0Zh8PxM1y0cDgcDgCRSCQGsBvAvYIgDHj/nXAy0IqHWnE4QYaLFg6Hc8YjEomicVKw/EUQhHe+/bGK2j7f/r/62593A8jx+ufZ3/6Mw+H4GS5aOBzOGY1IJBIB2AqgXhCEF73+ag+AG7/97xsBvO/1843fThEtB2D0aiNxOBw/wmP8ORzOGY1IJDoHwKcAagF4vv3xT3HS11IBIBdAO4A1giDovxU5rwC4DN/uQRIE4euAHziHcwbCRQuHw+FwOJywgLeHOBwOh8PhhAVctHA4HA6HwwkLuGjhcDgcDocTFnDRwuFwOBwOJyzgooXD4XA4HE5YwEULh8PhcDicsICLFg6Hw+FwOGHB/wdzX8RaLUbLvgAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Read the binary label\n", "vol = mghf.load('../../../samples/aseg.mgz')\n", "\n", "# get the volume array\n", "volume = vol.get_fdata()\n", "\n", "# binarize the volume\n", "volume = volume != 0\n", "\n", "# extract the 3D mesh of the object for the plot\n", "verts, faces, normals, values = marching_cubes(volume, 0)\n", "\n", "# plot the results\n", "fig = plt.figure(figsize=(10, 10))\n", "ax = fig.add_subplot(projection='3d')\n", "\n", "# draw the object volume\n", "ptx, pty, ptz = verts.T\n", "ax.plot_trisurf(ptx, pty, faces, ptz, \n", " color='lightgray',\n", " alpha=0.05,\n", " antialiased=False, \n", " linewidth=0.0\n", " )\n", "ax.set_box_aspect((np.ptp(ptx), np.ptp(pty), np.ptp(ptz)))\n", "ax.set_xlabel('x', fontsize=24)\n", "ax.set_ylabel('y', fontsize=24)\n", "ax.set_zlabel('z', fontsize=24)\n", "_ = ax.set_title('3D Brain Volume', fontsize=24)" ] }, { "cell_type": "markdown", "id": "1660b056", "metadata": {}, "source": [ "The first step in our analysis involves the extraction of the 3D skeleton using the Lee algorithm.\n", "In this way we aim to extract the internal topological structure of the brain shape." ] }, { "cell_type": "code", "execution_count": 3, "id": "a5d9e974", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# apply the skleletonization algorithm\n", "skeleton = skeletonize_3d(volume)\n", "\n", "# plot the results\n", "fig = plt.figure(figsize=(10, 10))\n", "ax = fig.add_subplot(projection='3d')\n", "\n", "# draw the skeleton shape\n", "sx, sy, sz = np.where(skeleton)\n", "ax.scatter(sx, sy, sz, color='r', marker='o', s=20, alpha=0.5)\n", " \n", "# draw the object volume\n", "ptx, pty, ptz = verts.T\n", "ax.plot_trisurf(ptx, pty, faces, ptz, \n", " color='lightgray',\n", " alpha=0.1,\n", " antialiased=False, \n", " linewidth=0.0\n", " )\n", "ax.set_box_aspect((np.ptp(ptx), np.ptp(pty), np.ptp(ptz)))\n", "ax.set_xlabel('x', fontsize=24)\n", "ax.set_ylabel('y', fontsize=24)\n", "ax.set_zlabel('z', fontsize=24)\n", "_ = ax.set_title('3D Brain Skeleton', fontsize=24)" ] }, { "cell_type": "markdown", "id": "7c59d0a2", "metadata": {}, "source": [ "Now we can apply the graph filter to the obtained skeleton volume to extract the information about the surrounding network.\n", "Since we are interested into the analysis of its shape, we will use the `networkx` library for the storage of the information." ] }, { "cell_type": "code", "execution_count": 41, "id": "c49fb5a7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of nodes: 1008\n", "Number of edges: 1236\n" ] } ], "source": [ "# define the graph extractor to use in the following examples\n", "extractor = GraphThicknessImageFilter3D()\n", "\n", "# execute the filter\n", "extractor(skeleton)\n", "\n", "# get the list of edges\n", "edges = extractor.GetEdges()\n", "\n", "# Since the brain is a complex shape, links between more than 2 nodes\n", "# can happen due to the presence of surfaces in the skeleton volume.\n", "# A simple way to avoid this \"issues\" is given by filtering the edges\n", "# with a length > 2, creating the graph using ONLY the edge list\n", "# Uncomment the following line if the \"remove_surface\" is set to True\n", "#edges = list(filter(lambda x : len(x) < 3, edges))\n", "\n", "# define the graph\n", "graph = nx.Graph()\n", "# add the list of edges to the graph\n", "graph.add_edges_from(edges)\n", "\n", "print('Number of nodes: {:d}'.format(nx.number_of_nodes(graph)))\n", "print('Number of edges: {:d}'.format(nx.number_of_edges(graph)))" ] }, { "cell_type": "code", "execution_count": 30, "id": "9355c34b", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# plot the results\n", "fig = plt.figure(figsize=(10, 10))\n", "ax = fig.add_subplot(projection='3d')\n", "\n", "# draw the skeleton shape\n", "sx, sy, sz = np.where(skeleton)\n", "ax.scatter(sx, sy, sz, color='r', marker='o', s=10, alpha=0.15)\n", "\n", "# plot the nodes as blue dots\n", "ax.scatter(*zip(*graph.nodes()), color='b', marker='o', s=20, alpha=0.25)\n", " \n", "# plot the edges as lines between vertices\n", "for ex, ey in graph.edges():\n", " ax.plot(*zip(*(ex, ey)), color='lime', linewidth=2)\n", " \n", "ax.set_box_aspect((np.ptp(ptx), np.ptp(pty), np.ptp(ptz)))\n", "ax.set_xlabel('x', fontsize=24)\n", "ax.set_ylabel('y', fontsize=24)\n", "ax.set_zlabel('z', fontsize=24)\n", "_ = ax.set_title('3D Brain Network', fontsize=24)" ] }, { "cell_type": "markdown", "id": "f3e7da6c", "metadata": {}, "source": [ "As expected, the topology of the brain skeleton is quite complex and there are several surfaces generated by the Lee skeletonization algorithm related to the cavities inside the volume.\n", "These cavities produce the skeleton surfaces which lead to the overestimating number of edges produced by the graph algorithm.\n", "\n", "Now we can start by the information stored into our graph and try to analyze its volume from a topological point of view.\n", "The first analysis for the characterization of a topological network involves the correlation between the centrality measures extracted by its nodes.\n", "First of all we can take a look at the distributions of the classical centrality measures." ] }, { "cell_type": "code", "execution_count": 40, "id": "c91c5e5b", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "degree = nx.degree(graph)\n", "clustering = nx.clustering(graph)\n", "betweenness = nx.betweenness_centrality(graph)\n", "\n", "fig, (ax1, ax2, ax3) = plt.subplots(nrows=1, ncols=3, figsize=(15, 5))\n", "_ = ax1.hist(dict(degree).values(), bins=20, color='royalblue')\n", "_ = ax1.set_xlabel('degree', fontsize=24)\n", "_ = ax1.set_yscale('log')\n", "_ = ax2.hist(dict(clustering).values(), bins=20, color='orange')\n", "_ = ax2.set_xlabel('clustering', fontsize=24)\n", "_ = ax2.set_yscale('log')\n", "_ = ax3.hist(dict(betweenness).values(), bins=20, color='forestgreen')\n", "_ = ax3.set_xlabel('betweenness', fontsize=24)\n", "_ = ax3.set_yscale('log')" ] }, { "cell_type": "markdown", "id": "ebd458f2", "metadata": {}, "source": [ "The high number of nodes with unitary degree informs us about the tree-like structure of the network. \n", "A node with degree == 1 is also called *pendant node* and their quantification in a network is informative about the presence of possible redundant information.\n", "A standard approach in graph-analysis, indeed, involves the remotion of these pendant nodes, focusing the attention on the most central ones.\n", "\n", "**Note:** Despite the 26-connectivity should represent also the maximum degree obtainable by a node in the graph, due to the skeleton surfaces this limit is removed.\n", "This justify the presence of an outlier in the distribution of the degree, and its height is related to the number of surfaces involved in the skeleton volume.\n", "\n", "Furthermore, there is no a clear distribution of the *degree centrality*, as much as for the other two centrality measures.\n", "In particular, the *betweenness centrality* seems to be a classical long-tail distribution, with an high number of nodes with values closed to zero.\n", "\n", "Other information can be extracted considering the correlation between these centrality measures.\n", "For example the trend between *degree centrality* and *clustering centrality* is often used for the classification of the graphs in their families (e.g. Barabasi-Albert, Erdos-Renyi, etc.)" ] }, { "cell_type": "code", "execution_count": 38, "id": "424ce67a", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(nrows=1, ncols=1, figsize=(10, 5))\n", "ax.scatter(dict(degree).values(), dict(clustering).values(), \n", " marker='o', s=50, color='royalblue',\n", " alpha=0.5\n", " )\n", "ax.set_xlabel('degree', fontsize=24)\n", "ax.set_ylabel('clustering', fontsize=24)\n", "ax.set_xscale('log')\n", "ax.set_yscale('log')" ] }, { "cell_type": "markdown", "id": "0699173a", "metadata": {}, "source": [ "The trend between these two centrality measures seems to be a reasonable exponential.\n", "Indeed, this kind of trend can be obtained by tree-like networks or more advanced structures derived by a core Barabasi-Albert graph.\n", "However, for a complete characterization of this topological aspect is mandatory to perform a statistical evaluation on several brain volumes.\n", "\n", "Another approach for the characterization of the graph is given by the standard tests provided by the `networkx` library.\n", "An example is given by the community analysis of the graph." ] }, { "cell_type": "code", "execution_count": 66, "id": "b99691b0", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Found 25 Louvain communities\n" ] }, { "data": { "image/png": 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jjf4Me8lK1PAtlI79GUrn1GVKUbqLvFnmvZdj+l1K0bIvUzru+igJii0nlUsp/x9K3+XHKH3vCiUhNkspWvJhSnYHZZLA36fUqv/LlBKz/ZSWml4FfpzSMbPn+8Pi8UI8Hkn8FhYWFhYWFo87VqTFwsLCwsLC4kBgiRYLCwsLCwuLA4ElWiwsLCwsLCwOBJZosbCwsLCwsDgQbFbybGXpWlhYWFhYWOw1NRtwWpEWCwsLCwsLiwOBJVosLCwsLCwsDgSWaLGwsLCwsLA4EFiixcLCwsLCwuJAYIkWCwsLCwsLiwOBJVosLCwsLCwsDgSWaLGwsLCwsLA4EFiixcLCwsLCwuJAYIkWCwsLCwsLiwOBJVosLCwsLCwsDgSWaLGwaEKklBiGgZSWk4aFhYVFmc28hywsLPYY0zQpFovkcjkAVFXFbrdjs9lQVRUhalpyWFhYWDz2iE2u5KzLPAuLPaIcXSkWiwCVv1JKTNOsiBVLxFhYWDwB1DyxWaLFwqIJkFJSLBYxDKMiQjRNe0SQSCkrN4CZmRl6e3txOByWiLGwsHicqHkis5aHLCz2GdM00TQNKSVCCIQQ6+aylB8vMzc3R3d3N/l8vnKfFYmxsLB4XLFEi4XFPiGlRNd1dF1HCIGibD8vvixiyq8tLyXVEjGqqmKz2SwRY2FhcWCxRIuFxT4gpUTTtEquSr2ExNptVYuYcvTGZrNVRIyqqjsSSxYWFhb7gSVaLCz2kLXJtrsVLBstJdXafq1IjKIoq5aTLBFjYWHRrFiixcJij1i7HLSZWGnEMk4tESOlpFAoUCgUAEvEWFhYNC+WaLGw2ANqJdvWg80iLVt5vSViLCwsDgqWaLGwaCD1SLbdS7YqYqrzYpr9M1lYWDw+WKLFwqJBSClZWlrC6/WiKErDlnsa2ep/PRGjaRqapgGWiLGwsNg7rLOLhUUD0HWdQqHA8PAwsP38FE3TGB8fZ3FxsZK02wyUo0XVlUdSSubm5rh16xbJZJJkMkk2m6VYLGKapuWfZGFhUTesSIuFRR2px3LQ8vIyt2/fpru7m2QyycTEBFJKgsEgoVCIUCiE3W4HGh9p2YzqPjFSysrn3SgSU8+cHgsLiycLS7RYWNSJstFhde+V7YgK0zS5f/8+iUSCS5curVpSMgyDRCJBLBZbJWKKxSLFYhGHw9HIj7Zlqv2RgMpnt0SMhYVFPbBEi4XFLqnuvbI2urLVyTibzTI0NERrayuXL18GqEzyUBIBkUiESCQCvClilpaWuH37NkDNSMx+sxURI4TAbrdbIsbCwmJTLNFiYbELNutsK4TANM0NtzEzM8PY2BhnzpwhFApVtrsRZRHj9Xo5fvw4dru9ZiTmIImYjUqsLRFjYWEBlmixsNgx5ejKTnuv6LrOrVu3kFJy9erVVcKiemlpK9tdLxJjiRgLC4vHCUu0WFhsk+0k25YTVNeSSCS4efMmAwMDdHd373gSXi9n5nERMfBmNKtQKFTEnCViLCyeTCzRYmGxDWol225GtaiQUjI+Ps78/DxPP/00Xq9312PaSqLvXoiYRlUxCSFqipjqnJi1fWIsEWNh8XhiiRYLiy2w1uhwq6XM1ZGQfD7P8PAwfr+fq1ev1qUJ204n53qLmL0UCbVETLmKCkpLS4qi4Pf7sdlsloixsHiMsESLhcUmbJZsuxFl0bKwsMC9e/c4ceIEra2tdRtbvfq0HNTlJHhUxMTjcTRNw2azVR632WyVmyViLCwOLpZosbDYgN0m2wLcv3+fYrHIlStXmqafymZsV8Q0G+WuvfBoJMYSMRYWBxdLtFhY1KAenW3T6TTRaJS+vj7OnTt3IL2HymwmYorFIqqqsri42PSRGEvEWFgcXCzRYmGxhp0k21YjpWRqaorJyUlCoRBdXV2P3SS4VsQsLi4yPz+/qe3AXrCZiKslYnRdt0SMhcUBwBItFhYr7DTZthpN07h58yYOh4Nnnnmm0oelUey391AZVVVxuVwcOXIE2P+cmO3mHa11sq4WMUClOskSMRYW+4slWiwsKE1U8Xgcl8u149yVaDTK7du3OXLkCJ2dnUDziIq9oPpzbracZJpmRcA043LSWhFjGAa6rldym6pLrMvWAxYWFo3HEi0WTzymaaJpGteuXeMtb3nLticg0zR58OABsViMixcv4na7K481WrQ0iyjabJ/tpYip9/7YSMSUqV5OskSMhUXjsESLxRPL2mTbnUw01UaHV65cqek91GjRchBptIhp5H5ZT8SUDTPBEjEWFo3CEi0WTyS1km234/UDMDs7y+joKKdPnyYcDtd8zl5EQpoh0rJbHoflpHIO1NrcqNnZWfr7+y0RY2FRByzRYvFEsXZCqb5qVhQF0zQ3TcDVdZ3bt29jGMYjRodr2Y1o2cprm2V5qN48LiLGMAzm5+fp6elZFYlRVXWVf5IlYiwstoYlWiyeGMr9OQzDqLkctBUBUDY67O/vp6enZ9PJ5nEVFXvNdkSMruuVbrjNQFnAVEdiTNMkl8tZIsbCYps0zy/bwqKBlJNtN+psu5HA2KnR4ZOSiLvXbCRiFhYWkFKSzWb3PRJTa7mx1nKSJWIsLLaGJVosHmu209l2PQFQKBQYGhrC5/Nt2+jwSRUVe021iHE6nQB4PJ59X07ayndviRgLi61jiRaLx5btdrZVFOWRSWZxcZGRkRGOHz9OW1tbI4e7I5pJFDXTOJopJ2a7AmM9EZPP5yvPsUSMxZOKJVosHjs2SrbdCCEEpmkCJcFz9+5dstksly9frly9b5daQqieNItoabZJc+149kvEbKcabT1qlVhbIsbiScUSLRaPFZsl225EWQCk02mGhobo6uri5MmTu54AmkFUWKxmr0RMPUTLWrYjYlRVxWazWSLG4rHBEi0Wjw1bSbbdjNnZWRYWFjh79iyBQGDXY7IScQ8GjRIxjRAta9lIxJTfv1rEqKq6I18tC4tmwBItFgee7STbrkexWCQejyOl5OrVq3UrmbVExd5Tj/1dLxGzH9/9RiImk8mQTqfp7u5e1ezOEjEWBwVLtFgcaLabbFuLWCzGrVu38Hg8HD58uK49PqxIy/5Q7+jGbkTMfi/NVP8udF0nm81imiaFQoFCoQCUcq+qc2IsEWPRrFiixeJAstNk22pM02R0dJTl5WUuXrzI6OhoQ8z2ngRRsd8T816zVRHjdrub6vsvLxdVixIpJVJKS8RYHAgs0WJx4NhNsm2ZXC7H0NAQkUiEK1euoChKQwTGkxRpeZLHsZ6IWVhYIJFI8OqrrzaF7YCU8hEBUms5qZaIsdlslbwYS8RY7BeWaLE4UJimycLCAslkkv7+/h0Jlrm5OR48ePCI0WGziZayF5LF9tnvyE9ZxDidTgzD4OTJk03hnVReRt2I9USMpmlomgZYIsZi/7BEi8WBoDrZ1jAM8vn8ticmXde5c+cOuq7XNDpshEio7v2yXbbaTbVZIhwWj1JdvdMMze52Us20ExGz0wiohcVmWKLFoukpnyDLV4k7ERfJZJLh4eENjQ6bLdLSDNs/iDTT/lhPJDxuze4AS8RY7AmWaLFoWtZLtt3ORC2l5OHDh8zOzvLUU0/h8/nWfe5BFC0WtTloE+RBb3YHpc9Qfg+wRIxFY7BEi0VTsrb3SvUJbquRlkKhwPDwMB6Ph2eeeWbTdfeDKFosUdTc7FQkbCZipJQEg8GmbXYHG4sYIQR2u90SMRbbxhItFk3HZp1tt+Lns7S0xN27d7dldNgIn6CdiopcLsfw8DC6rhMOhwmHwwSDQSvh8YBRL5FQLxFjmuaeH0MbiZhsNsvU1BSDg4OPlFhbIsaiFpZosWgattrZdqPkVtM0GRkZIZ1Ob9vocDdJsxttc7uiZWFhgXv37nHixAkcDgfJZJKFhQXu37+PzWariBi/3980kZZmmmD2IpqwVRo1lp2KmGbYN9UixjRNkskkQgg0TduwT8x+j9uiObBEi0VTsDbZdqMT1HoRkUwmw9DQEB0dHZw4cWJHVRL7GWkpO0vncrlK7xhd12lvb6e9vR0oLXnFYjFmZmZIpVJIKfF4PPj9fnw+376e2JtBPDUbe7VPtipidF2vi6dWvShHfsoVVmXK54NCoVA5H1gixgIs0WLRBJSjK1s1OlwbEZFSMj09zcTEBGfOnCEYDO5oHPspWrLZLDdu3KCzs7PiLK3r+iPPczqddHZ20tnZCcD4+DjZbJbJyUlSqRRut7sSifF6vdaJvQnYj+9gPREzPj5OIpFgdnZ2Rzkx9Wa9vjFbETFr+8RYx/qTgSVaLPaNnRodVguBYrHIzZs3UVV110aHjVgegs2vtmdnZxkbG9uR4HI4HNhsNnp7e5FSksvliMVijI+Pk8lk8Hq9FRHjdrufiBN7M0V8mmE5Bt4UMclkEo/HQ0tLS10Se3dLrQ69taglYorF4qrKQkvEPBlYosViX9iN0WG5eqhsdHj48GG6urp2PSZFUTAMY9fbWbvN9TAMg9u3b1ea3e3WqFEIgcfjwePx0NPTg5SSTCZDPB7nwYMH5HK5R0TM40qzTFjNIlrKlJdjGlWdtNPxbJetipjyzRIxjw+WaLHYU6p7r2wnulKNEIJMJsPIyAgXLlzA4/HUZWyNSmqtFb1Jp9MMDQ3R29tLb2/vjk+oG41ZCIHP58Pn81UiMel0mlgsxsjICIVCAb/fXxEx20latjiY7LTZXaNETL1EnSVinhws0WKxZ2wn2XY9ykaHUspKsmq9aFROSzXV+Tfnzp3D7/dv+bX1GIvf78fv99Pf349pmqRSqUrEqlgsEgwGCYfDhEIhHA7HtrbfTMsyzUKzRVq2Op69EjGNKsG2RMzjiyVaLPaE7Sbb1mJ+fp779+9z8uRJ7t69W/eTXaP7tOi6zs2bN1EUpS7LQWu3v10URSEYDBIMBjl06FCl/DQWizE1NYVhGKtEzEYTUzOd8JtJKDTTWKD5mt3tVd+YWiJG13VLxBxALNFi0VB2mmxbjWEY3LlzB03TuHLlyrYjAFulkdVDZe+jQ4cO0d3dXdf3qBeKolQmncHBwZoTUygUqjS6q4foetxptuhTszW72y9RV8s/qSxi4vE4QghaWloqZdaWiGkerLOORcMwDGNVieJOfvTlyb6vr29XuR9boVHVQ6lUips3b/L000/j9Xrruu1GNpdbOzHpul6ZmMbGxhBCVERM9VWsxWqaabLbarXOdtmpiNmPDr21qD4/ZbNZVFXFMIxVbQeqq5PK1gMWe48lWizqTjnZdnl5mcnJSc6dO7ejbUxMTDAzM7Op0WG9qLcAKBaLjIyMUCwW+aqv+qqGrd3v1dW8zWajpaWFlpYWgMpV6dLSEtFoFF3XGRsbIxwOEwgE9m0yaqboRrMtD63XF6XebFXENGJJdreYponD4Vh1/JbPaWtFTPlmiZi9wxItFnWlOtl2pyckTdMYGhrC4/Fw9erVPbuKr6cAiMfj3Lx5k56eHpLJZFNcTdYbu91OW1sbbW1tpFIpHj58iNfrZX5+nnv37j1iObCX+6BZJpBmEy37NZ71RMzU1BTpdJp4PN4Uze6gdvSn1nKSJWL2B0u0WNSNcilz+cRY9hbZDmWjw2PHjlVa1+8V9VgeklIyNjbG4uIiFy9erJycG0WzeA9BaWLayHLA6XRWRMx+Ww7sFc3y3ZRpFhFVFjGFQoFwOEx3d3dTNLuDrS1ZrSdiyq0cwBIxjcISLRa7Zr1k2+367ty7d49kMsmlS5dwuVyNHHJNdhuqLkeIfD5fpRw7k8k03cS1V6y1HCh3652YmCCdTuPxeCoixuPxPLYn9Wb6XM0iWspUX+A0Q7M72FmeTVnElF9XS8SoqrrKP6mZvoeDhCVaLHbFRp1ty51rN6Pa6PDy5cv79mPeTdRieXmZO3fucPz4cdra2uqyza3QTJGWzcbhdrtxu910d3evshwYGxurq+VAM03MzTQWaL7xrCcQ9lPEmKa56yXpWiLGNE1yuZwlYnaJJVosdkT1lQTUble/mWiRUjIzM8PDhw93ZXRYL3YiAKSU3L9/n3g8XjNC1EyiopFs94S7nuVALBbj/v375HK5SrfeUCh0YC0Hmk0kNKp6aKeYprml0vm9FDGGYdR9H1kipn5YosVi22y1s+1GoqXcaE0IUbdGa7tlu8tD+XyeGzduEIlE1o0QPUmRlt1QbTnQ19f32FgONKNoeRzG00gRsxdl2JaI2Tn7P1NYHChM00TTtC11tl1PtJQrawYHB3fVaK3eJ+DtJOIuLi4yMjLCqVOnKifO9ba5U1Gx1c/2OIiWtWxmOaDrOoFAoKblQLPtj2aabPaq5Hmr1Esg1FPE7EfvmPVETD6frzzHEjElLNFisSV20tl27YQtpWR0dJSlpaVdGx2Wt11v0bLZhFdOGE6n01vqzrsXkZYngVqWA+VJqWw5UJ6QmmliflwiG42iUQJhNyKmGRre1apOWitifvqnf5pf+qVf2vex7jWWaLHYlI2SbTei+nn5fJ6hoSGCwWBdjA7LUZy9NEzMZrMMDQ3R3t7OxYsXt7QfGj1BPC7LQ9tFUZTKUhGsnpSWlpZIJBK0tLTsu+VAs303zSZa9mo82xExuq43nRCoJWI+97nPNdV3uVdYosViXdYm2+60FX+10WG5m+puabS54Vrm5uZ48OABZ86cIRQKbWubjbAGsFhN9aRkGAYtLS1IKYlGoxXLgbLICQQCe2o70EwTS7OJlv2KamwkYjKZDNeuXatEYfa72V0tmuk73Gss0WJRk7KVu2EYOxYrhmGQy+WYmZmpu9FhI8RALSFkGAZ3796lUChw9erVbZ+8nqRISzONw2azEQwGaW1tBd60HFhcXOT+/fvYbLaKb1IjLQeaTSQ043iaIapRLWKWl5e5cOFCxfF8v5vd1aJZfmv7gSVaLB5hO8m265FKpRgeHkZVVc6fP1/3E2UjJuu1QiiTyXDjxg16eno4derUjj7DkxJpaaaJsBbVlgNQagQYi8WYm5tjZGQEh8OxqltvvSbSZhMJ0FzfVTPlH5URQmCz2Zqm2d1G42y2fbcXWKLFosJOkm1rbaNsdHj27FmGhoYa8sPaauO67VAthGZmZhgfH+fs2bMEAoG6vk89aaZIy0HC4XDQ0dFBR0cHUMq5isViTE9Pk0qlcLlclUjMbiwHmlG0NBPNkPS6FZqpYy9YkRYLix0n21ajaRrDw8O4XK6GGx02IoJR3ubQ0BBSyrr0j7Gqh/aenQgFl8tFV1cXXV1dSCkrIuZJsxzYaw6qqNtvEVMoFPbF6qQZsETLE045ulL2yNipYCm3sd8ro8NGJOJmMhlSqRS9vb309PTU5WS6FyfkJ/mqqxEIIR6xHMhms8RiMUZHR8lms/h8vkokZiPLgYM6Ke8VByXSshl7LWKy2eyB7RK9WyzR8gRTTrYdGhqip6enUj66HbZidNiIE3c9l4eklExNTTE1NYXL5aK3t7cu290LrOWhxiOEwOv14vV66e3tfcRyIJ/P4/P5KpGY6t+AJVo25nERLWtptIjJZDK76nN1kLFEyxNKdbKtqqo7mviy2Sw3btygvb193Tb2ZXFR76Wiek3WxWKRmzdvYrfbuXr1Kq+88kodRmexnzRaxNWyHCh3671z5w6aplW69eq63tCxHHSaTdQ16tipt4jJ5XKWaLF4MqiVbLuTqEU5UfX06dMb9i1plGipR6QlkUhU7AS6urrqNLL6stkJ3Yq01GYvJ0IhBIFAgEAgwMDAQMVyIBqNsrS0RDQaJRKJVCIx+10u20w0W6Rlr8azWxGTzWYt0WLx+LNesu12BICu69y6dQtgS4mqjajygd1N1lJKHj58yNzcHOfPn39if/z1xBJPb1JtOaDrOpFIBEVRHrEcKPsmNYNZ6H7RbCXPzdjsrlrEaJpGe3u7JVosHm8262y7VWERj8e5desWhw4d2rLRYSMSZsvb3YkYKlc4ud1url692lRXeTvBEguP0kz7o7z8WhYpUJqQ4vE4sViM8fFxgFUiZi+79TYDzfQbbJbIz3oi5sUXX+S3f/u3yefzhEIh/uf//J+87W1vq5mPODk5yfve9z7m5+cRQvDBD36QD33oQ0SjUb7jO76D8fFxDh06xCc/+UnC4TBSSj70oQ/x6U9/Go/Hw8c//nEuXry41x99U/b/27FoKOVk23J1kKIoj1zZqKqKYRgbbmN0dJS7d+9y/vz5bTkzN6q52k4m61gsxquvvkpvby+nTp1qipOTRWNopqv3taiqSktLC0ePHuXy5cucP3+eUChENBrl2rVrvPbaa4yOjhKLxTb8XVrUn2YRLWspi5jv//7v54tf/CIf+chHOH78OK+88grvete7uHr1Kj/2Yz+26pxos9n4d//u33Hr1i1efvllPvrRj3Lr1i1+4Rd+gRdeeIF79+7xwgsv8Au/8AsAfOYzn+HevXvcu3ePj33sY/zQD/3Qfn3cDbEiLY8xW+1su1HUYrdGh41aHtrOdqvdpS9evHigSgU3S1S0Ii3NzVYSTW02G62trassB2KxGAsLC6ssByKRCH6/f8eTqnWcbE6zipa1GIbB2bNn+chHPgK82b27+lgr9x0C8Pv9nDp1iunpaV588UVeeuklAL73e7+X559/nn/zb/4NL774Iu973/sQQvDss88Sj8eZnZ1tunw/S7Q8hmy3s62iKDWv6BYWFrh3796ujA73O6elUChw48aNurlL7yXz8/PMzc1VEjjXE1vWZNS87KQ6xm63097eXul3VCgUiMVizM7Ocvfu3VWWA36/f8vbb7ZKnWbkoIiWtdVDXq+X5557bt3nj4+Pc+3aNZ555hnm5+crQqSzs5P5+XkApqen6evrq7ymt7eX6elpS7RYNBYpJZqmbauzraIolXwXeNMkMJ/P79rocD8jLUtLS9y9e5cTJ05UrmIPAqZpcvfuXXK5HH19fSQSCUZGRigUCvj9/kolisPhsCahGjSTiKuHUHA6nXR2dtLZ2Qm8aTkwNTVFOp3G5XJVRIzX67Ua3e2CgyJastlsxUdrM9LpNO9+97v5lV/5lUcsSQ6if5ElWh4TNku23YhqAZBOpxkaGqK7u3vHJoHrbbuebBRpMU2T+/fvk0gkuHz5Mk6ns+7v3yhyuRzXr1+ns7OTEydOUCwWCQaD9Pf3ryqlnZ6exjAMfD4fhUIBXdef6CqUtTTLibgRAmqt5UAulyMWi/Hw4cMNLQcs0bI5B0W0bLVPS7FY5N3vfjf/8B/+Q77t274NgI6Ojsqyz+zsbCWi19PTw+TkZOW1U1NT9PT0NOYD7ALrLPcYsHY5aLsnpvLy0MTEBNPT05w9exa/31+Xse119VAul2NoaIiWlpZ1G941K+XluDNnzhAKhR7Zb9WltIODgxiGweLiIvF4nDfeeAMhRGWyCgaDe37ybaYIRzPRyGNQCIHH48Hj8dDT07Ou5UDZ+NFiYwzDODCixev1bvgcKSUf+MAHOHXqFD/yIz9Suf9d73oXn/jEJ/jIRz7CJz7xCb7lW76lcv9v/MZv8N73vpdXXnmFYDDYdEtDYImWA89Wk203QkrJ3NwcLS0tdTc6bGT10Nrtlif906dP78iSYL8oWyGk0+ltLcepqko4HGZ+fp6nn356VQLnvXv3sNvtlaWk7eQ+7IRmEofNJJ72OrpRy3IgnU5XREwqleLWrVs1LQcsHq9Iyxe/+EV+7/d+j3PnznH+/HkAfu7nfo6PfOQjvOc97+F3fud3GBgY4JOf/CQA73znO/n0pz/N0aNH8Xg8/O7v/m6jP8aOsETLAWW7ybbrsby8zN27d/F4PJw5c6bOo2xsTkt5Kaw6B2S3OTiwtxNNPp/nxo0btLa2cvHixV2979oEzurch1Qq9UQ5FTfLZ9tvASWEwO/34/f76ejo4M6dO/T29ta0HCjnSe0V+71vatGI7t2NYCvN5d761reuu4//6q/+6pH7hBB89KMfrcv4GoklWg4gO0m2XUt13sfJkydZWFhowEgbK1rKofAbN27Q2dnJyZMndz1ZlXNl6j3p1dpmOVH41KlTlSZS22Wj3J61uQ9rlw38fr91xb0HNIuAKkcR1loOJJNJYrFYJU8qGAxWGt010nKgGaMazTimWlgdcS0ODLqu7yjZtppsNsvQ0BCtra1cvnyZdDrdEGEBjU3ETSQSzM3NcebMGYLBYN222+grQCkl9+/fJx6P7zpReKvjrbVssNbkrzxZWf449aOZkl9rjUVRlIq/TTlPKpFIEI/HV7WPb4TlQDPtmzIHRbRsJaflccUSLQeE3SbblpmZmWFsbKyS7AmNExaN2rZhGExOTpLP53nmmWfqOsE2QrRUR2/KfWPC4fC+JgrXMvkre51MTk4ipTywreWbadmhmSbmrYxlbft4Xdcrx8X4+DhCiMpxEQwGd3VcNKNAME3zQFThWZEWi6bGNE1mZmYqnTF3chIsGx1KKbl69eqqif4giZZySXYoFMLn89U9ItCIaqeyaFleXubOnTt17RtTL5GlKEolygKl4yUejxONRhkdHa0k/YbDYQKBQNNNNmtpFqEAzTOWnQgom81GS0tLpblksVgkHo+zvLzMgwcPVvkqbbdirVlFS7ONqRa5XO6JrQazREsTU917JZ1OVzphbpdEIsHNmzcZGBigu7u7Zoi4UaKlXtVDUkqmp6eZmJjg3LlzaJrWkDycRi0Plb1kLl26dCDyR9a2ltc0jVgsxtzcHCMjIzidzoqIKZ88mynC0Sw00z6pR9THbrfT1tZWaWymaRrxeHxVxVp1t96NBEAzRaHKHCTRcpDsSOqJJVqalLXJtqqqbnvyl1IyPj5eKYldbw10M8PE3VAPQVSOEgkhuHr1KjabjVgs1pAJod4l2pqmkclkCAaDXL58ue4nxL3yHnI4HHR0dNDR0QFQaWg2MTFR6cpaKBSa4mT6uAmFetGICdnhcNS0HJiZmSGVSlXEbSgUeqTsvhkFQjOOqRaGYTyxeWeWaGlCyrkr1b1XFEVB1/UtbyOfzzM8PIzf7+fq1asb/hCbeXkomUwyPDzMoUOHVrlL77en0VaIxWLcunULl8vFkSNHDsTJcKu43W7cbjfd3d1IKYlGo9y/f3+V3UA4HCYSiexpGW2ZZhEKzSRa9mIsay0Hcrkc8Xi8UnbvdrsrkZhmFAjNOKZaNJMw32ss0dJEbNR7RVVVNE3b0nYWFxcZGRnZcu5EI6/WdyoupJRMTEwwMzNTM0rUqDHXY7vlCNfCwgIXL17k5s2bDdu/zeDyXK5McrvdPPXUU6vsBoaHhytltJFIpO4VKM3Ofn831eyHgCqL27WWA+Pj46RSqcqyb9kQdL8F3kHoiNtMx9R+8OScPZoc0zQpFovr9l7ZyhKOYRiMjIyQzWa31WStkSeKnYiWYrHI8PAwTqdz3Q69jYy07Ga7xWKRoaEh3G53xVW6GYTFXlLLbiCRSBCNRldVoEQiEQKBwIGqTNoJ+z0Rl9nvqM9ay4HyMpKUkgcPHqyyHNjI1byRHJTmctA8x9VeY4mWfWat0eF6Kn+zSbra6LAeTdbqxXarceLxODdv3uTIkSOVEHMtGiUEdlM9lEgkGB4e5ujRo5XcD2hsNOQgCKK1ZbTlCpSFhQXu37+PzWarLCXVw25gvyfnaqyxrI+UEqfTSW9v7yOWA2uXGcPh8J4Ynx6E5aFm/703Gku07CPb6Wy7nmiRUjI1NcXk5CTnzp2rm9Fhvdhq5KJ6SeXChQub9iBolBHjTkRAeSlrdna25tgbLSwO2klsbQVKoVAgGo2uynsoeyYddLuBZhIKzTYhr9031ZYD1a7m5dywsuN5ucS6EblSzbaPalEsFg+Uc329sUTLPlGOrmzV6LDW8lB5GcVut/PMM880ZVhzK8s4mqYxNDSEz+erLKlsRiONGLcjAnRdr3wHV65cqfkdNDrS0gyT4m7G4HQ6V9kN5HK5Sn+Y8pJBWcQchHLxZqWZBBRsLhCqlxkPHTq0J5YDB0G0ZLPZfa/Q208s0bLH7NTocO3kH41GuX379qbLKPvNZqKl/DmOHz9eufKux3Z3ynYiOOXKpsHBwQ0t3A/CEk49qMdnrM57qF4yiEajW7YbaKbJ2RrL+mx3POtZDpRL76u7OAeDwR0lfB8U0fKkdsMFS7TsKZsl225EOdJimiYPHjwgFotx8eLFplfcGy1rPXjwgGg0uqOGa42sHtpMDJWX5Kampnjqqac27Uz5pIiWRlC9ZHBQ7QaaRSg0m2jZrUDYyHJgbGxsR5YDlmhpfizRsgdsNdl2IxRFoVgs8uqrr9La2sqVK1fqegIqT9b1/sHWEi35fL7Sin+nn2O/+rSUG90pirJuZVOtbTaSJ0kQbcVuoFAokEgkaGlpafoJaC953ETLWtazHFhaWqpYDmxmRdFs+6gWlmixaCjbSbbdiKWlJRKJBJcvX95RK//NKIuARoiW6km13EPm5MmTlZPLTtiPPi3pdJobN24wMDBAT0/PtrbZqOZ9Tzq17AauXbvG4uIiY2Njj9gNNPuE1EiklE0l4hotENazHJifn2dkZGRblgPNRDN0nd5PLNHSQEzTRNO0LSfb1kLXdW7fvo2u63i93oYIFmh83xPTNLl37x7pdJrLly/vOvt9r0XL9PQ0Dx8+bNoKLYsSDocDh8PBsWPHsNvtj9gNlH9DzdLMbC9ptqWPvXZU3orlgKZppFKppha42Wx2XUuWJwFLtDSAnSbbrqVsdNjf3093dzcvv/xynUf6Jo1MbC0va7W3t3Px4sW6nAwadUJZGxkyDIPbt29jGEbF92i327TYO9baDWQyGWKxGPfv3yefz+95H5D9pNmWPsrR5/2iluXAtWvXKgLX4/FUcmK8Xm/T7Dtreciiruwm2bbMVo0O60mjRMvi4iKZTIarV68SCoXqvv16U72Uk8lkuHHjRqX51W5OWjsVLc1yotyMZhrnevtaCIHP58Pn89HX1/dIHxBd11dVJj1udgPNJlqabbnK7XZjt9s5c+bMI5YDmUymaaJ0uVzOEi0Wu2dtsu1OBUuhUKj0LNnM6LCe1Fu0GIbB3bt3KRQKeL3eAyFY4M3lodnZWcbGxjh79iyBQKAu22wUzRLFaZZxwNZE1No+INUltA8fPtxR9Ukz02yipdmWq6pZazmwNkqXy+UqUbpQKLSnOSZWpMVi10gpKRaLvPbaa1y4cGHHJ4Zykup2e5bUg614G22VcoSiu7ubU6dO8aUvfaku290LyuXMNpuNK1eu1KVhlVXyfDBYz26gXH1Sb7uBvabZIhv7vTy0lo3GszZKt5+WA9ls9sBcBDYCS7Tskupk23w+v+Nt3L17l2w2W5ck1Z1Qr0jLzMwM4+PjdYlQ7DXZbJapqSlCoRBPPfVU3U6ojRYtzXTif5yoZTcQi8WYmpoinU7jcrkqIuYg2A00m0hoRhG11fFs1XKgHImpp+VALpfbVvXi44YlWnZIrWRbVVW37RJaNjrs6uraV6PD3YqWcpWTaZo7TljdT+bn57l//z6dnZ11n4CsSMve0qh9XZ24WZ3zUG03UBYxzWg3YC0PbcxuxlPLcqC81Dg1NVVXywGr5Nli26yXbKsoCoZhbEm0SCmZnp5mYmJiW1GJRp14diNaUqkUw8PD9PX10dPT01Qnxs0wTZORkREymQxXrlxhfn6+7pPebkRLs000u0UzJQtakZRuYheCFodKyKbW/TM2ep/VynkoLxeU7QYCgQDFYhFN0xpi7rddmu1YarbITz1F1NomiPW0HCgL5CcVS7Rsg82SbbeaF1IsFrl58yY2m21bUYny9hsRxdiJaKluZ3/u3LkD90PK5XLcuHGD9vZ2Tpw4Ufk+611F9aQk4m6GISUPcwV0wCHAQDKT1xEuCNkP9qmo1nJBMplkaWmJ4eFhTNMkGAwSiUR27IuzW5pNtBzk5aHtUstyoNzJebuWA1b1kMWWKCfbGoaxbmXQVkRLec1zJ0aHjSpL3sm2y+7GZeG1X5UVOz0Rl5OeT58+vaphn6Io6LpezyE+MctDm33GjGFSlCCKGouJBA6nE18gwHLRqKtoaYZ9XTb3czqdXLx4seKLU56kyo9HIpF1W8rXm2YTLY/T8tB2WdvJeTuWA1b1kMWmbLWz7UaixTRNRkdHiUajOzY6rGeFz1q2I1rKTe82czeuphEnzLIY2M52TdPk/v37JJNJrly58kjY/iBGWpphItrKGIyVXSBlyX+qqOulJZQGdTZuJtb64pRbys/NzTEyMoLD4SASiTTUbqDZIhuWiHqTWpYDsVhs1fHx0ksvceHChS2Jlve///186lOfor29neHhYQDeeOMNfvAHf5B8Po/NZuM3f/M3uXr1KlJKPvShD/HpT38aj8fDxz/+cS5evNjwz7xTLNGyAdvtbLvexJ/L5RgaGiISiXD58uVdJXs1MtKymSCSUvLw4UPm5ua21fRuJ+JiK2zXLymfz3Pjxg0ikQiXLl2qOZ5GCIzdbrPZTu47xa2WPoPT6SgJcF0nU9Bo8zx5SYVrW8rn83mi0eiqbqxlEVOvRmaPcw5JPWim8TgcDjo6Oujo6ABKx8eXv/xl/uN//I+8+uqr/PAP/zDf9E3fxNd8zddw7ty5R8b9fd/3ffzwD/8w73vf+yr3ffjDH+YnfuIn+MZv/EY+/elP8+EPf5iXXnqJz3zmM9y7d4979+7xyiuv8EM/9EO88sore/p5t4MlWtZhJ51ta0VC5ubmePDgwSPLEDuhXJ3UCFRVreTq1ELTNIaHh3G73dtuetcoM8btiIHl5WXu3LmzqVFjM4mWxcVF7ty5g8vlavhVOIBEkhYzpMQUTkKEzaMo1G/ZzykEbQ6VRc3A4fOTzWbRclnaQs3l5bQfuFwuuru7K3YD2WyWaDRasRvw+XyVY2CnLRGaTfw2k0iA5htPNS6Xiw9+8IN88IMf5O///b/PL/7iL3Lt2jX+7b/9t9y4cYMPf/jDfPd3f3fl+W9/+9sZHx9ftQ0hBMlkEihFy7u7uwF48cUXed/73ocQgmeffZZ4PM7s7OyWo+h7jSVaalB2Zt6u0WG1aNF1nTt37qDrOlevXq1Lk7KtREN2s+31BFE5D+fo0aMV5V+vbe+GrXj6SCl58OABsVhsSz1wmkG0SCm5d+8eqVSKS5cuoev6KtO/taW19RivRHLX9ieMqX8BQgCCsDHIpeI/wU59bCSEELQ57ARsKsuGi/tTDzFME1v39o+pjWiGnJbdIITA6/Xi9XordgPpdJpoNPqI3cB2ymebTbQ023iaWbRUk8vlOH36NBcvXuQDH/gAUkoKhcKmr/uVX/kVvuEbvoEf/dEfxTRN/u7v/g4omcH29fVVntfb28v09LQlWg4SZaGy3R9UWbQkk0mGh4fp7++vawnwXosWKSWjo6MsLS3tOA9nvW3Xg83yT8qWCMFgkEuXLm3phNSIsW5HtGiaxvXr1wmHw1y8eJFisYjNZlt1FZ7JZIhGo5XS2kKhwOLi4q78cmLiPmPqn+Mze8nnNNxuFzH1AWPmX3HceNeOtrkeTkWhO+hnGkleKxCPx+vuXt5Mk+FuURSFQCBAIBB4xG5gYmICYEuVJ5ZI2JhmG896FIvFVbl4Qogt9QX6rd/6LX75l3+Zd7/73Xzyk5/kAx/4AH/5l3/ZyKE2BEu0rMNOrrgVRWFhYYGHDx/y1FNP1b0EuJHLQ2sn6/KEHwgEuHLlyq5+zI2MtKy33Wg0yu3bt7dtibCfkZZ4PM7Nmzc3HHN1O/Fyae3LL79MMpms+OWUqw6CweCWv7dl5Q4KNgo5jaWlJZxOJy0drcyrr9VdtJRpa2tjcnKyIrgeNxoV8dmq3UA4HMbv91eOgWYTLc02nq322GoGdrLfPvGJT/Crv/qrAHz7t387P/ADPwBAT08Pk5OTledNTU01dcddS7Ssw3Ynr0KhwNTUFHa7nWeeeaYhin2vREs5/+PEiROVkrzd0IiKnPJ2135HUkrGxsZYXFzcUXSoUaJlo88vpWRiYoLZ2dltj1lRFOx2O0eOHAFKE1gsFmNhYYF79+7hdDpLbeYjCjn/BAhoMY7jZnVejwN/KaclkwHA4/Ggo+GT6+f/1PoceeJoIo1XtqOycUO19vZ2JicnWV5erutVbrMsD+3VpLye3cDMzAypVKpiN1AsFptKJEBzRcQOQqRFSrnj47u7u5svfOELPP/883zuc5/j2LFjALzrXe/iN37jN3jve9/LK6+8QjAYbNqlIbBES11YWlri7t27tLa2YrfbG3bgN3p5yDAM7t27Rzwer6sH0lZyT3a63WoxoGkaQ0NDeL3eHUeHGlWevN42dV1f1WhQURQKJJkUXyQuxgmoh+jSr+Jk42TV8gRpt9tXVaXkcjnGMq/yRT6GFs9ht9twOTxckf+EXtvlyus7jPPcEX9KypjFRhC7V1IQcc7p71vvLVdhCp3Z9s+w4JwCBHbcnCu+j3bz6XVf4/F48Hq9FffcjRKkt8NOHdbrzX6Jp/XsBrLZLG+88cYqY78nuR38WkzTPDD2I5sd39/5nd/JSy+9xNLSEr29vfzUT/0U/+k//Sc+9KEPoes6LpeLj33sYwC8853v5NOf/jRHjx7F4/Hwu7/7u3vxEXbMwfiGmpRyC/h0Os3ly5dJJBIkEomGvV8jS551XWdhYYH+/n4uX75c15N+I3NayhNDeWllp8nCZRohsNYTT2XfqXLuE0CeOF9Uf56ciGKXHqbtr/JQ/QLPaR/GwfaXG51uB/PBT9NBH0bORlHTKGpZ/rb4qwyO/CDhQBuRSIRQKMTA7HcRN/4A2bqITWnjVPGDtJvntvQ+E7aXiIVfZ1BeQNdNsGlcs3+Mt2k/hUeuH61ra2sjk8mwuLhYN9HSTOy3eKq2G1hYWODMmTOVSEzZnTgQCFRETDPYDewXByHSslX+6I/+qOb9r7322iP3CSH46Ec/2ugh1Q1LtKzDZiebTCbD0NAQHR0dlRbwjWz+Bo1rLrewsMDdu3fx+XyVZYZ60sicFsMwGB8fZ25ujgsXLuy6U2SjlrLWCqG5uTlGR0cf8Z16qPw1ORHFo3WRSqXweLvJ2qeZUV/hkPHCumNebykiKxYpiBQB2cPE0iRSSvr7+nAqBsf83RALEo1GGR8f586dezgcb+Xq1SsMOAa2dQKfsv8NMu1lobhEPp+nq7MT02mwpNyk3/jqdV/X1tbG+Pg4y8vLByqnYCs0W85GublcLbuBWCzG9PQ0hmFUknpDodCBiTzUg4MgWsqJ+U8yT/an3wHVRodnzpwhGAxWHmtkJKS8/Y16qWyXarPAp556itHR0bptu5pG7RcpJSMjI/j9/m33jlmPRifilvd5NpvlypUrj5SrxriPUwZIJJOk02lM08QZ8RFTRtcVLRvhkF5AYmIgMdCcUZaVHIYo4FQ8eFcSOhOJBMlkkkKhQD6X5ytf+UolFyISiazrfC2lZHFxkXnbPPF4AlvQgyJE6Tjdwuqiy+UiEAiQTCZZXl6uLGs9DjSjaFk7nrKdQCgUYnBwEMMwiMfjxGIxxsfHd5zYfRA5CKLlSfcdAku0bIuy0aGqqjWNDg9SpCWbzXLjxg06Ozs5ceIEhUKhaXyNtkIikWBhYYG+vr5KQlk9aKRoKXfkbW1trUTn1hLiMMviDn5/B+l0mnQmgwgbhMxDOxqzAz99xtsYU/+cRMswupqlqNpwyxZu2z7JheIPomJnYWEBu93O4OAgg4ODq3IhRkdHyeVylQZnkUgEVVWZnZ1lenoaTdNwRU4hwp8hGAoQ8AUwlBwmKq3mmU33T1tbG8lkksXFxcdKtDQbWxFRqqqushtYm9jtcDgqQraRjQ73g4MgWp503yGwRMuWKTdYO3z48LqZ1Y0WLfWa/GdnZxkbG1sVKWpklKieQkBKyeTkJNPT07S3tzekv0cjREs2m+W1117btCPvgPl2JsXfUnDOo3g0svoyvkw/3fZndvz+R/Rv4q76P8j5phCGCoUuupSrLChDzCqv4jbamU7cRSFQyQeqzoXo6ekhzTzT+RtMLN3l1c9JFmfiuN1uAoEAbW1tXAy+G5tZQAlOkyaNHTcXih/cMJ+lTGtrK6Ojo8RiMYrFYl0aMTYDByHSshlrE7vz+fyqRocej6ciYuplN7BfWKLlYGCJlnUo//iqG6xtljPR7JEWwzC4c+cOxWLxkaWJZnKQXo9ypU050jU6Olr3MdcjEddEZ0ncIckEHtnO4qJCbDnJs88+u2kTKBdhBs0XuK5+gnx4Ctt0P6GH34jz6cC6r9lMaN21/XfSygyuVC+FrI7m1Rg1v4jP3sEXXT+LM9tO4miCsHYKu+fyI6+fUP+aG/weGZEm78+jXvbS9+DbcBZacbvdpSWi+SiRwjs4GujFFRB46di05LmMw+EgGAxWeo00c7nldmg20QK7Twx2uVx0dXXR1dVVsRuIxWLcv3+fXC5XqUyKRCIbVh82S1l6NYZhHAjR8qRXfFmiZQPK4fxwOLylEtpG9lGB3U3+5UqVnp4e+vr6aq5tN7NoSaVSDA0NMTAwUKm0aUSlz24TcQ2KfEX5TebFGySZJaqNoRx3c7TtO1FdVzd9/aj4C24pnyQo+wmphxl3DzHZ+ili8WcIh9aPKq23HzRSzKqv4jE7mc/coJgRuN2tFGxxcsoc/tgxcgtgs0XQOh5ymz/jWO7/U+kHMZ8Y54u+X8dMusmmTITiItJnw3nlDm9X/lXlfbLZLNevX2d5OkPydhKPJ76tK/D29nbi8TiLi4uWaDkgVNsN9Pb2IqUklUpV7AaKxeKqpN7qi6Rm3DcHIdJi5bRYomVdlpeXGR4e5tSpU5XOk5vRrJGW6elpHj58yLlz5/D7a/f7aFQvlfK2dyMEpqammJiYeKTLcCMqfXa7PDQnrrGg3CBTjLOQH8XvaEF3ZpkKfYpripsr5j9FUPtkbWJwX/nf+GQX2aRGNpcg4jjCovceo9HXuBT62nXHvB4GRRAQNo/wQF5DOMFmE5huDakp5Ge83Lt1A6fTyWlxgjdcf0Z8uLeSY5L0jlB4eobkpEDXdQKBAGfOvp2MMoFeKGBbybZ1Op04HA5OnTr1yBV4Pp/H7/dXDP9qldW2tLSgKAqJRIJCoVC3HkH7STNGExqJEOIRu4FkMllxr5ZSVpJ6vV5v0wmEgyBarOUhS7Ssi8/n48qVK9vqW9Coctky2538dV3n1q1bADUTh/eKnYoWwzC4desWUsqa428Gc8O1LIlb5DNFZoo3sUkvOV0DG6iqZEEZImPO4aN2JMFAo0gWFxFS6Si6ruOw2xEIllLT607mG43ZRZiA2UdWLNKev0JU3CNnpPHLdoJKPzOFIqqq4vF4UG0qhYLB2NgY6XSaZDJJ1p3EcTKPwxHE4/HQ2tqKgYYND8o6p4+1V+CmaVauwKenpzFNk1AoRCQSqXjllFvPLy8vs7S01NRtxLdDs0UT9hJVVSsiBUrno/ISYFnMjo+PP2I3sF+Yptn0JfeWaLFEy7q4XK5tlxc3+gS1nUhL2bSxejllv9hJqXZ5Oauvr29d08lGLGntZpumabI8VSATjOMP+immFDLZLDaXgWK2I6RAExlYRxPZcBGSh8iIBSKRCAsLCyTSMexeB45sG7Ozsxw6dGhbYxIInip+P6/ZfwOHT+JKh7BnBG2zX0c8fB1/u4MrbVewO+0kGMd1/xyaaeJwOOjr6yOVDiLVJZync/SFT+N0q2SUWU4W34PC1k7wiqIQDAYJBoMMDg5WJq/l5eVVXjllx+qFhYV9P2brQTMugewnNpuN1tZWWltbKRQK3Lp1C5fL9YjdQDkSs9f77iBEWnK5HF5vfVzXDyqWaDlAbGVCra6uaYRp407YbvRiZmaG8fHxRxqv1dpuo5eH4owxrrxEgQTd8grd8ioqj1a35HI5bty4QU/XM2ihm0wpMyguA6EXKRo6Sj6AEnDglz1IZM0lIoHgnPndvKz+e4qeBQjG0PIFOme/DpvuZ25ujv7+/kdOrJvtX5/s4q3aT/KZ9M+SCf4V5DyMuj+FqcYRXhVbMYhMezAe9OJ50Ed7ayvFYpFiscjRI8doFRdRWu+x4HwNKb2cKX43/cbbdryPqycvKHnlRKNRlpaWGBkZweFwEAgE6O7uPtBJh0/a8tB2KLfMr2U3MD4+TiaTwefz7andwEERLVakxeLAsJloKRaLDA8P43Q6uXr1atOEOrcavaiubtrKclYjvJiqBcC8GOJV9ddQpR0VJ/PKdebN61wyf2iV6Ch7T50+fZpwOEyP8S95Q/4ut51/gpJR0Zc85JwpgvJZ/lL9UUwM+uXbOGF+Kw5WXzUFGeBtxv/NLeVPUHzDJOYd2Ja7MU2TYrHI0tLStnuZSExuqf+Vyd5PYmo28rYpdKOAmVdxCB/FlI5nsYfB9LtpPdNKOp2udHju7++nv78fwbNQ+J7d7+AaOJ3OSkWK3W5nYmKCpaUl0ul0pc18OR/moJVDW5GW2qyNQq0tsZdSkk6n99Ru4CBExspi7knGEi3r0IwH70bLQ/F4vNJHprOzc49HtjFbES3lZnfd3d01q5vW2249OwTDm6JFIrmt/DecMoiRsZHJ5Yi0DjKnXCNujhHmcKUcPhqNrjKY9NHFW81/xVXzn/G3c3/Kq195hUz3HMuHbuOXPQgUHiqfJ8cSV8x/tkoAmRgMKb/HgjKEQ/gR3XNM+36f0PA3EzQHKv1pao15PeaU17lnfxFFc5ONFch5EwjFBC2I9Oi0qydwns5xtKuT6EMNm82Gw+Hg+PHjm/bBSesGMd2gaJgUXW5MKVF28dtpa2tjcXERm83G008/XWkzH41GmZycXJXMGQqFdn1lLKVEkxJTglMRuxp7rW0343mkGdgsqiGE2Be7gWb/vnK53K681R4HLNHSABp1slqvjfr4+Djz8/OcP39+16HDRox9M9EyNzfHgwcPOHv27CpbhM1oVCIulKITaWYI0M9MfIairpfWkj2QFUt4C70MDQ3h8/m4dOlSzROwAx/P9Hwbb/zFNOkzX8KWeYHFVAxFCJzuMLOeG2SYx8ebInNZ3GVBDGNLt/FgfJxgIIjNrpE79Drm6wEURSGZTK5aNttsP0yrL+OSYXK5LOlsFpsPbIoDe1jFbrrpbOsiIacYnR3Gox0iGAxy8uTJTa9m40Wd6YKOCggkmi/IdKFIh1NjWb2DKXTC5tEtNZgrU46mZLNZ0uk0Pp+v0mYeSsmcsViMpaUlHjx4gN1ur0RhNurQWt4/1Y/rUjKVL5I1DAQCVUCvy4FHrc8SgSVa1sc0zW3tG8tuoEQulzvQS6b1wBItdaYcDdmLSh1N0xgaGsLr9dbFe2cj473dsJ5oMU2Tu3fvksvluHr16rZD/40s0xYo+OkjTxyPz0siniCVSeH0SGTSw6s3Xt2So7TX66WjJ0JKSpYWo5X7s7kcWmaR12Zfoddbyt0xTZMR/SvM+SeI518lG14mbno5HniOhD6HUiyiaRqzs7Mb5vqsRUHFgRel4ENxJXHaXTi9dmzSRkv2NKlkigxpIoXIm8tBmxwDUkoWNB2HgHw2Sy6fRxQ1onqKEd9voqnTICRCKpwtfg+95lu2NlZFoaWlhbm5ORYXFx8JhdtsNtra2mhrawMe7dDq9XopFovk83lcLheGlCxqOvFiKUIZsqu0OWyoQjBX0MkaJurK79UAJvMaRz1OVEtsNJSyeeNO2ardQLkyaSvntIOQg5TNZq1E3P0ewOPGXomWaDTK7du3OXbsWN38WsrN8ep9lVJLXJQTV9vb2zl58uSOhFIjS8x18jikjzvqnyCDEsP0ky8GGVx8nok7Sc6fP7/hyUNikmUJFSeH2k/zIOsjay7TFRrEZreTLixTyNqZv5flfvwlstksQggcR2dJfPUIuqai5l04/TYWva/TknkOfyTCzMwMLpeLwcHBSiRks0hLn/E2ZsVrtGhncDmCSNciRWUZvzaAlpJkxSRty2/jwom3bNkWwQR0CXZpEovFMAyDTCaD0b2ANJ14ZU+pRNujcNP+B7QXzuGgdo+gtbS1tVVEy+DgIEVTEi3q5EyJWxFE7DbsSul4WduhNZPJcP36de7cuYOmaagdXQivH5/TgaIoLBcNdAndThtJ3cApYCEaRdM02tvbkXY7OcPEZ9t9PlgzRVqabUKu93lmPbuBqampklv6it1AOBxe1/zzIGBVD1miZV12elA3usGclJL79+8TjUa5dOnSpm3ht0M5sbXegmutuChfDZUTV3dKI7v4Xlf+M0vKbQbNF0gwwaJznNyEE+Yv8Mzzz2yY5Jxggmvqb5MRc6Xq5sPd+P7irWidbzCTvY3P60M3JF3T3wyuAKZXVK48ZaCInlUxhEZeL6IaJh7TR0ugC9vK0l88Hq9UEm2FVvMM4cmvZtn+v/DbWmkT53BPnmNpeQFT0egwz3Ox/+txObd+LCmUckB0U6GtrZ2FhXnyxSxoKRy5InOJWUzTpKOjA+mSJJQJ2rZgnggQDAZxOBzkDYOZeJKkzY6JwCYga0BCNxh0OyvCpYwQAp/Ph8Ph4Pz58xR0g9vJNLlUitmHS5imSVdPD0WXixbVi6D0eypoGlCa+IrrNP7bCc0mWpplLLD95aHtsp7dwOjoKNlsdst2A82GVT1kiZa608iJNJ/Pk81mkVJy+fLlhkREGjH28nZN0+TevXuk0+ltN+6rRSNyWgA0e5yo8gY+vYdYNIZRbMeRcWOG5vEbrg0Fi06BL6u/isTAZ/aSL+SYcrxOus1E+csjeCN2PKF2+l1P47GFiRwrNVgTQrC4uMhfJ15BmwhTKGbBlyGbttNuHEWN2Ojv769cPUYikUrC8mb7IZPOYN4b5JDygxw53cPSaxmSsQwRjtHX18fA4YFtTyBCCDocNibzRaTdTri9g0Q+Rzz3eeKzrxEOtOL1elHtNkDikFu/OpSAo7uXrFZkLK8hnAoyn2NpaZHO9g68Hg9xXafNsfFyYk4rkM/nKeTzeL1eTClRhSCfy3N97AEiEER3edCLRdweD8ZKXsvjmNPSTGOB3S8PbYf17AbKJrjFYpFgMIiu601v2JnJZCzRst8DaGZ2Mik2KtKyuLjIyMgITqeTo0ePNuQE1EjRUiwW+cpXvkJLSwsXL16sy/gbNV5TySOkQCCIxWLEEwmOHjnCcjFFMru8YVfKmLhPgSQiGeL2/WsoNoHsnEd57iH2wSjC5kJMv8DpoxeA0jLfvXv3MAwDTdPQohE8l10c81wklcoQjUVJ5xIk7/jwtHro7OxkZmaGyclJjh07Vul1shEPHjxASonfHWbqbhxN07Db7Rw/fnzLFhW18NlUDnsECd0gLw3SD+6TXF5AP7JMQfro8l0gn/fj4yxOpa8UnllBSokuQRE8kj8SLRrg9ZFdGCOZzeEOt2AKgbQ7Wc7mMB1OPKpCq10iAcHqyKimady7d4+5+XmM9m6kouBfcaRGVfECR7vbyeZyXBufIKcb6Pk86vIS3Q4bRVu4LlffzbQk02yiZT97olTbDQwMDGCaZiW5+8aNG0gpH+nY3CxYy0OWaKk79RYt5ehEKpXi8uXLXLt2rWHtphslAspZ/hcuXKgkztWDRkVaHForOl4Wk9MIRaG1tZWktoDf0YFdCzI3N8fhw4drvlZiAgKny4Wu65j+ZRz+BGrWRVD04bDbWOr9c/7Pl4IcipyrvM7n87GwsMCxwFeB14fRO4Y9qyADAhZ7cC+d5Mb8NXxhF+FImPm5eUZHR2ltba25H3IsE1MekIxmiKUMEtFMZaIIBAKcPHmyLhOzU1GwpeNM3blDNrrMufZ3E0sPYnQEyCb7CdrbCCtHGZNFBtwCj6qQM0xmCkUKpkSXEhvgsSm4DZ1iIs6EZhBPJrlx4wb+jk4OhyKliitvKSk3b5hEtSKmBE1KHCtRH4epMzExwa1btyrLD+0qyNYOhKqiA4qEPrcDRQh8Hg/ubBpZKHBq4AxOVSUWK5n96bpOMBgkEonULqkt5kCaYPfABmKgWYRCM4qWZhlP+Tfh8Xi4cOHCIx2by3YEkUhk3+0GrOUhS7TUnXqKlnKyaltbG5cuXao0/DIM40CIlur8m0AgUFfBAg1cijMU7Nefwxz8X7QddbK8HKVYEBxf+G7yqCwsLDA4OFjzpBuWR7HhAkeeI0ePMmmfomia5OcdTE5M0dXdje4wiNpvc8p9lZ6eHlpaWojFYqTTaex2O5dbfoysPs2McZM3ki8hwwmWBv+AZGEBxXBQdLsoDEd4zfUlkqIbIp10iPfgozSpTysvM2z/LximwZJYJN1p0JH9NhQlQm9vL4cOHarLhCGl5OHDh0xOTmKaJj6fj2euPkdePseNhSVy8TgLySSiY5G2zi4WCkX63A4m8hpIMA2DlGFQMEwwDPRikfjUDEtzs2h6KbFXSSRBmqg2B1o+jzRNpGmSMhVksYjPplLUdW4lEhSnHiILeaDkGt3f34/b7UaXkqxROk48qoJt5bMXCgVyuRw2VaU1FFy5AvczMDCAYRgkEgmi0WilpDYSiRAOeAnGbyOSU6Wd4GmBgbeA69FqrmYSCnu5HLMVmm081ZGftR2bNU0jFotV7AacTmelzH6v7Qas6iFLtNSdcgXObpmfn+f+/fuPJKs2MmemntsuFArcuHGDUCjEhQsXuH79el22W00jIi3xeJxsNsuFE+8g4P1GouYIaVuayeE8mvSgKKXPFo/HV30vpYUKiZ2Sk/Pryn9A+mMUsimKKZX8Qz9Om4rT4cDb0kqo9zAeW6n7Z6FQYHR0FIAjR47gsDuw0ceQ9w/JRG6jKzlkcA5hOLAvHEWPJCl+3RfRxvpYXHQgQpO84Vrkq/kJDAoM238ft2xl6uEcsSVQAgXMc9c44/zmXS0HVaNpGnfu3CGRSABw6NAh3G43DoeDbNEgHAqTjcVYXFwknU7T2dlJzoSMYWJISMdjTCeSOLw+JAJpGiQWFnCHwuQmJ/EHg/TYbdhdboSiYhoGRlFDKEqpgZ1hkNUlsWQSkctiU1WEy0NnoFShdOLEicpYbUIQqFENFI/HASo5RdWoqkokEqnsL03TiMfj5O/9NXpyCtMRwOly4TWWsD34PJz+ZhCrJ+FmEi3NFNmA5muZv9F4HA4HHR0dlfYGuVyuImYzmQxer7ciYhrdQ+VxcUDfDZZo2YCdTIq7bS1vmiZ37twhn8/XTFZtpGipl+Aql2OfOHGC1tbW0jJJAxN864GUkomJCWZnZ/F4PJU+IF3yEvhAb7nNwsJCJVFvfn6ecDiMic6Q+ANuqv+VIhn65Ns4l/ognWPfw0z6Lt32PqYCf4nbZae/b3AlEdeHc7SH257/yoT+OxSTTpyOc/QGn66cGJfEbRJiDFe+i3nv3+HNe0GY5DyTCCFwCifRXJpb10c4deoUmd45lriJgg2JQWI5w7179wA43n4cT1+WQLE+YeVya3VN0yqdc0OhEAsLCwA4lFJy8KFDh5idncUdCBDNF/C7nJjlJm+AYrMjFIVCNotQ1NL2NI3Onl5kdIn24yfA4UCoKqZeRJESm9NZyf/JxKK4nQ5sdic+u432tjaOBH2kUqktfw5gSxVsDoeD9kgQpgvQd5TJySmiK8JViY6R0F/B1zFIOFyffJh600wCCpo70rIZbrebnp6eit1AJpMhGo1W7Ab8fn9FxNTbbkAI0VT7bT+wREud2c3yUCaTYWhoiK6uLk6dOlXzJNPIkurdCq5yW/vl5eVV5diNElr1irTous7Nmzex2WxcvXqVl19++ZHnHD58mOXlZTRNI5VKoSgKR48e5ZrjP/AV9TexSy/SVBgy/pi7xS9wcumn8CjdHG27RERt4UbnfyPmGaKo+jgh3s/oqc+TzM6SnvMj7RocucV5//nK++WIIoVEUVSKhoZWcKAqNgw1g8fjxScDxNQi2WyW2bk5jvW2kRdxgmY/ktLVoMPhIBKJ0NPfRUHEUXb5cy+bcU5MTCClXNU5t/p7cCsCv6qQkJLuEycpSkGmqONyOlnQjNJrQyE0lwdNCBShkIrH8Hq9hMMhVL8PlSImElSFdHQJxetHcTjRNY1CPofD7SGTSuJzd+APhfDbbbS4tl71IaWsRFrK3Xa38CqgZGxps9nweDxEwmHsugN3a4hk9CGjE7dJ4yEUjqCqatMk4zabaCkbJjYLO438lMvsfT5fxW4glUoRjUbrbjfQLMfSftM8R81jgqqqO/LDKTsbnzlzZsNW9s26PFTuzuvz+R4px25Uwmw99kU6nebGjRsMDAzQ09NTuX/tSd7pdNLf38/Y2FilU+vc4jRDfX+IQwZILuXJ53J4fQFy3ikcx2a40vqeknDIvpebY5/ByOgYRR+3g/+dbHARsXicyYlpQuEwvcfaeej8czpXepn46AbAZrchkiE0Vxy7cOI0wniVEFHjPl2h44SFQf+hfiQpAmYfQTmILR0h57jD4OEBOrrbSItpjunfuivRomkad+/erUz0fX19DAzULpUWQtDjsqPkJVGXm/TcLPmFAm1Hj6A7XXhVhYIp8dptFA2Jw+kgFAjgdLtx2+0EFQi0Rpg3TISuMzs2hmGPEerqwu5yITWNzNIS4ZZWnB4PWiGPW7gI2LbeZyaTyVAsFnE4HFtPbLS5wN+FTM9hs9ko6jpGPo1daPjmX8MnoNsG0ukn5u9maiFGKpUimUzueyJnM4qWZooY1Gs8iqIQDAYJBoMNsRtotu9xP7BEywbs5OBQVZV8Pr/l5xuGwe3btzEMY0vOxo2OtOxEBJT7HazXnbdRP7LdtvGfm5tjdHSUc+fO4fe/2a11PTuD3t5ephfG0U68zs2W32fKFSTFNLZ0O5l0GsMw8As/bpebQC84zFJoeNb9RTwRQX6uk1g2S6QzhOZOobiilWTQkPcEGRYq7xWRR+gxn+Gm+7Ow5EQvSGz+PF4iOEw3jngfImTSMRAmr80zWHiesP0opmHiufE1+CKgDMxg2gqc1L+dQ8YLO95P8Xicu3fvbqtUWhECVSh4FcF8KkkqleIBkkhrGzmXkwG3A5c/QNo0uR/LoykKTsClKgQdNooS0DUePHhAMpnENE28TjuuljYcNhXFYcepKlDII2JLzOSyOA8dWiU8N/tMsLWloVX0PwOjX8CVnMA0sxSLdlwOgXD6KRilJQ9bMU0kO4reeQq/309PTw/RaJSZmRmSyWSlO2skEsHtdu/JJNRsk12zjadRImozu4Fq76yt2g086Viipc5sZ+JPpVIMDw/T19dHT0/Plp2NmyXSUm3WePHixT038tpJG38TA9M0uT/ygFwux5UrVx5pJrWeGBKKIH/2bymm75CfFkgtRyFUoOiYxe4I4HM68QbdFESeNvlmOfOyehev0kLaSJDNZlmedqAeVfC2CVpaW+nq7CTHEv3yq998LxTOmx+AZA8z439I7rUBDl3qw35ykmJOR+T9hLLHOd1yleSkncOBK4iQ4OHDh5hZB0fUb+cp8RSiIFa5SG8HKSVTU1M8fPgQKeW2S6XtisBmt+Pz+dA0baWSxyQVi3J7dLligmdLZyggYGAQVREsFnVieY2iYeLv6QOPl45AAM0wkNk0RjxK0ZSoaTtHujpQQkFmshnGxsaIx0t9aDZjO/ksq3B44fjfo8jL5B9ex65LUHUS6SyJRAK7w0FnRzskpsB7omTN4HDQ2dlJZ2fnqu6s9+/fJ5/PNzQHosyTIhJ2yl6NZ63dQKFQIBqNbsluwDCMptpn+4UlWurMViIhUkqmp6eZnJzk7Nmzq67y67H9nbId0VIsFhkaGsLtdtfFrHEnbGfZSSfPXeVFRs2/YjmxTE/bM7w98kPYxaN5EGUxtLasPM0MGd8YvngPE0ulTppd7pNoAzexh3NIiuSVAkfNb6KjSrQEZR+G7SsMHjrEvWIRhx7GbqYw1AKBXg9F5xIujnHU/MZV72dKg4XoPEmmUU8lWB4YYZBnyC8VUEUWs/sh7eb7kXkN/IJsNsvMzAxQqkJSxNa/E4lkVnmVCfUlTHQ6tWdI32whESsltW5WKl3r/qBdZcluxx0I0u3x0NHVTdHQ8STjpLR8JYFxeXmZQrgVbWGB9LJCQbXj8vvAZsfmcNDZ34+KwF7IkVucJZtMYJOSpXicbp+Hp556ilAoxL179ypi4NSpU+tGg0zTJJlMlsa4DVfxCsv38MVvU5AFZD6Lll6mKAJIW6gk6EwDFBtSPrpf1nZnXZsDYZrmqhyIerU2aDaRYImoEk6nc1O7AbvdjqqqtLW1PfE9WsASLXVnM1FRTvpUVZWrV69u+6TU6OqhrVylJhIJhoeHOXLkCJ2dnQ0Zy1bYzr4YVv6Q+8XPkZ2z0dF2lILnHtfMj/GM+SOPRCKqxZCsSr7URAYhBYFAqeV3LpfDnhmgy2wlN+9FcRg86/iHHJYvIKravx6WX8vr8kU8HQaDSg9pYwl/8gTnxHcxvPgyIXs3bwt8O3bePCHl9BT/K/ovmTnyOVx9i+AoknbYGEpEid8PEAn0o7aEuWF8gXaeA97sfNvZ2bktIQzwQP0sI/Y/wWVG0DSd+5nfwOs5Q0/673Ps2LEd9dixCcGgx0nM0MkDqq4xGAzgDgdgoL/S/+LB2Bjzdhe5dIp7MzN0HjuBYrPhcCsITGwOB0IRHA0HGXmooLvdJHUDpb2LZRQyukFLSws+n4+7d+9WfmM9PT0cOnTokckokUiUlpu83u1HNkwdZt5A9YRZeLhAKhnn6S43XlJ4IwO4PV5kLg7d50vdejeZmNfmQJQbm0WjUUZHR7HZbKvyYXY60VsiYWMa1ftqO6xnN/Dqq6/ysz/7s8RiMVRV5X/8j//B888/X1OUv//97+dTn/oU7e3tDA8PV+7/9V//dT760Y+iqirf9E3fxC/+4i8C8PM///P8zu/8Dqqq8mu/9mt8wzd8w5593p1iiZYN2GlOy3qiJZFIcPPmTQ4dOkR3d/eOxrSf1UPlsuCZmRkuXLiw76p/q5GWvExyJ/MXmAk/TruNTCpLxN7Fkv0OGXMOH12PbFeTae4qn2VS/C0qNg7JFxgwn0fBhstv4/iJEywuLKApCRypY7Q/eDehYIhj7ecfeX8fXQyMv49Iewyb/y62BwO0jF6l/cQFWhYVvF7vKsGSTqd5afI/Uzg+ijCguOxCDRsIF5h2DXozPMipzMzP8eXUEM7ZXv5BsUguHsdut3Po0KFt7UedPKO2T+M1erl/d5REPE4oHCLTepsTPT9EqGDHvH4dUilobUUcOoTYolGnQxG0qTAzM4vb7cAdCb352Er/C7fbQ2F+kUI2RyAQxGZTV5bsJCKfJ+j3YSgKLlXl8OHD3Jh/iGpTcKYK5ITC/VSOQZ+LgNPJuXPnmJiYQAjB9PQ0iUSCkydPVpYupZRE4wmkEJtXDRVSsHgXslHwtUPbcYpaAS2VYDlrsri4gGlK0s4BOh0ZhJlBFhXoPg8dZ5DzCxtvvwZrG5sVCoVH3IrL/WO2sxxriZaNabbxwJt2Ay+88AIvvPACd+7c4Z//83/OtWvX+OVf/mV0Xeftb387P/ETP1E5F3/f930fP/zDP8z73ve+ynY+//nP8+KLL3L9+nWcTmelNcGtW7f44z/+Y27evMnMzAxf+7Vfy8jIyL6Lt82wREudqdXrpNw5dG5ujqeffnpXHQ33K6dF13WGh4ex2+07ihA1gq2chIvFItfvfAV90KC7vZPZuTk0TWN2Jo+9NUfRmauxYXjD/jvElbv4ZDcSkxHlRTQyPGV+P28ov03LYYW0K01GnWXCWGL+3B2O5r8VyVOroixpZpkVr5MM3OaC+R6etn8v1wvXiefjzM/PA6UTZjk0PDY2xu3btzGffUA2kyOtpcjnC9gSAoffwOVxkul0EF7yYHdniY8NMhaL8mu3bvNUJs9b3vKWUpdXm23Lk1ReJsnk0izPa0xNTiKlxOVy4TXg5utf4MQY2BwObB4P9ngc+9wcyld9FWKLxnLlqM96/VOcTgcilUS3O2hvb8ew2dCFQFFjGN13mRAuvLINqRxmqe11cjYTTV/E9LVhmCGSus5oTuOcqqAIQVt3DwOHD/NwxZzz2rVrHD16FH9LK1N5jTnVid7ZiwyFSo3qau2nQgrufhYMDWFzoSdmSY1e464coD+TQxEqnZ1d+H0+Orp6EMU0nH5XKedFrK6c2w1Op/ORfJjqniCBQKCSD7OR0V+ziZZmG08zipa1GIZBb28vP/MzPwNAMpnkb//2byutJQDe/va3Mz4+vup1v/Vbv8VHPvKRSi5aOZ/mxRdf5L3vfS9Op5PBwUGOHj3Kl7/8ZZ577rm9+UA7xBItdWZttELTNIaHh+uW+6GqKoVCYbfDrMl6oiWZTDI8PLyrCNF+kEqlGBoa4tDgCXLBk2ik6OnuJhqNkiwsocWLjM0t4zzWuSpqVHRGWVJuESj2sRyLI6Wkrb2fCfEFTpjfwjuMn2NWvM5S6N+QKebI6AUMX5KbkV/BpaZ5i/FhBIJ5cZ2vqL+JlJLllkX+xnaPs8Z30dPzFNPT0wwNDVVcuwuFAhMTE2SzWY4cOcJyLoD0ChASl8uJTbGjGHmKtjxCeHB542RnryDyR/AaCWKtEfxqmqWlJf7mb/4Gt9tNe3t75arcVSMyIqVkcXGRudvD9CghbJpK0HeKZK+BM+AgwwJtcwLN0FlKpShGo7hcLvzRKHFdR+nrq4SzfT7fut9DWbSk0+majzscDrSlBeajMcIDhzALeUz7Mq6WFHbZiiKKJHyf5IuqRlH34hRfjzD6UGxBpKJTkBroNmY0HYBCpI2ozYnv5GmK83OkZqe5fe8eqqmgOF0UVQXcbpKqneXiOm7Ri3fBKDIdzTI2dpNwOEyrV8Fr95FtPUOfPkFvRwsCgdSSpeiKc/WSXL0n5urlg76+vkpuTjQaZXJFbFaX01ZfWFgiYWOarW9MLXK53KroWiAQ4J3vfOemrxsZGeFv/uZv+PEf/3FcLhe/9Eu/xJUrV5ienubZZ5+tPK+3t5fp6emGjL2eNPe3dACpXr4plwIfPXq00ul0t+xlpKU6Yfipp57acGLajHJy616dqMp9b8rj9hof4BX1V0mr0zjaIZjz4Lv1Aql4ltdee43+/n76+/tL41TzCKmgKiq5bBYAaQpQJTo5PLSioCC8GZQlF8nlPDIHLV1BRsT/5AzvIUA/N5TfwylDLE0niE4V8QsbXxAfpf/ODzA7O0simSAlZwiG/dy6k6M10sb58+fx+XwcDbTzd65RNLmEL6AhFIFhCNT4MUYffDUR7Qx62o6imNidToJC8HTf4UqPICklyWSSQqHA3NxcyQAw5EftSGAP6Mikj6X7Our8Al2LixS9J8i3TNAe95FFZ+lImj7vB+hqcVH05ChGoxQ1rVRZZZqQTlfCzGVGR0dXiRifz4fT6cTtdmO329E0jXw+XxFQUkoSusFy0UBr68LMaQgpwdTJ+b6Iy6YwtzhPKjNFS0uIaPgruDJHieTs2JUIupHFNHVMCQ6bh/l8EZeqILUCiq6Xetx0djPg9TAaT6BJ0GPR0hjcbgoSFrV1REs2irA5GR29wcLCIgC9bYc43tmK4/g7ILME0TGkNCA8AL5Hc7saLRTK1VflZS5d1ytuxQ8ePMBut1fyYZqt8qQZRUszjacWG7nLb4Su60SjUV5++WVeffVV3vOe91RsQw4ilmjZgJ3mtOi6zujoKIuLi3UvBa5Xq/1aVIsWXde5desWQoi6LAfttqfKVjFNk9u3b1MsFlf1vQkywNcYP8eyGEFiErEfQznjZHR0lNnZWcbHx1laWuL48eO4i50o2DGUHC63m1wuRyw/Q9jTgZtS8ltORCmINC5bgOViilQqhS/kAdUkJWZwSD+aSKGkQty8eZNkMolhmrjaNRLmNH3H2siH/4IM98nb7Bw+dJnn3R8mQF/ls4zf+A50fwh6phGGQIwfxjNzldvFAEmXC6fQiMaTpG0q7whFePbZZ8nn88zOzjI/P0+xWOqYa7PZiLT7mej5Yxb0W8RnEqWeMsppvmb5Ct62NlK5HGJeJagUaZ3SGVg4h91ugkPHKSVOp5NAMEhHWxvOQoHgyZOE3G7S6TSZTIZ0JoOmaSwvL7O8vFz5DHa7Ha/XSyKRQNM05ufnK+IwVjSY1XSEoZPJ5eg4cw6nqlBMLJI3D5ONQizxKkU9RyZjRwagqCxhSg0hFBTFBqZASoHUdfI2Gz4bZNJp5laiDnaPF09LCyG3j1guTyaTJZvNlJbPgIIha4sLXzu5pQk0rYjL5eL06dMEXRIivaXHva2lWxNhs9loa2urWFDk83lisRgTExPE43FsNlvF7K9W5G0vsSI/22enoqW3t5dv+7Zvq5zLFUVhaWmJnp4eJicnK8+bmpracp+j/cQSLXWmWCxWum1euXKl7j+E3bba32zbpmlWusT29/fT29tbl22vV0ZcT3K5HNevX6erq6syMVZjw0WHfKr6Do4fP05bWxsjIyOV/Id0Os3Jw/+Qe8E/RPqTFGQSNRfiHc73V/JVWuVJbDhwhF0EU0FM0yRvplCTLUSTWTo6PWRTeTJLswRWDPlC4RC44niVFqL9f0VRXyB9V6G7uxOnV+VV8Ru8w/hZFGzEYjFkLMTh9HdzofMCAK/MvEIsFuOrXXBbKIxLg5Shc6Sg8c7zhwFwuVwMDg4yMDDA4uIiMzMzpNNprif/F/POL6KmIng9PTicdpTD8zgf5Jmen2dmdpY2u52iy4XicJJOGbT1eSGZBJsNJZPBISX2fB46OvAMDOBVVXKGyVyhiMOUHG3rpDcUxEwnyayImWKxSDweJ5VKMT8/Ty6XY3p6Go/XS7G1E7vdxsOxMTQEtlwOu8dLOl3AzKTw+Fvo67qEy7eM6oS0rYjw2ZDaJNLsQWJikKWYEngCXlSbjaxmkM3l8Hi9uJxODEqVXx67nbyEtL10yrPbHRiAT1VqTp56+AiLb3yBoMOgNRAkaNfB01aKqmyR/fbXcblclXLaubk5kskkuq5z9+5dCoUCwWCQSCRCKBTaMB+mETSbSGi28dQil8vtKB/yW7/1W/n85z/PO97xjopnWGtrK+9617v4ru/6Ln7kR36EmZkZ7t27x9WrVxsw8vpiiZY6sry8zJ07d3A6natcZutJo5eHyoJlbZfYemy7UeMGWFpa4u7du4+4Ym+FcDjM5cuXGR8fZ3p6moWFBdyvurl08V9S8E0xNHULT7of37N9lV9MqzzNMfObuaX+V0K9dgp5DV0D7/IpYuMq//uV/4Pef4TioZc5eqaXVDKIr0MhFHsBlzvEbXOYwrKLQqHkFnvs2DF0f4wEDwlzpLK23NXVVTFJi0QiJBIJZDzBN4YjPIgvMju7RH9PD64axpodHR34fD5u3bpFzD2EkXYgizq6rtPa0oIj4qIQyuLNtdDZ2UlLJkO+WCSVSnHr4UMG8nlOdHdDTw9zuo5T1+m8dAnR1oZQVXRT8jBXKpF3ILGpKlmPj75wiCMr4iCfL/VjCQQC5HI5isVipbV5wekhE42ykErTdfR4SdCqCjaXC3OpF3tYxxa2Y7ijmFLhsPF1jCmfY8n/Z0QyQZxKD2rai8vjA5uKoeVJCgVPZxcetwths6EA/hWH56yu4/e58TkENgfYjQK9vkDNY+LhzALXkq2kotOcO9KBcugtEDkE6tZLpJstmuByuSrLoKZpkkgkiEajTExMAOyqvfx2aTaR0GzjqcVWIi3f+Z3fyUsvvcTS0hK9vb381E/9FO9///t5//vfz9mzZ3E4HHziE59ACMGZM2d4z3vew+nTp7HZbJWS6GbHEi11wDRNHjx4QDwe59KlS7z++usNe69GlTwbhlHp0Pm2t72t7klpjRItUkru379PLBbj8uXLO3bYVVWVI0eO0NbWxtzcHNlsljtvjNHd3Y3fGWIy9CL/R/8sRxxv57D5dTjw8nbzX9Mr38I95X8TLSzgnHiKzsxzTM7OsbCwgJgOc9L97bjOzJKLjXNRfCcdnqtc41VaWlvwR3qILZda+S8tLRHxq4Agl8uxvFzqGNvV9WY5dktbhJvpTzPreIW0N4Q7dwrvsr/m8mMul2NiYqKSd9La2Y9sc+ExW8lkMnh9PpbSD3gQNDg5I+kLhVCkxMzlmFMUhKZR1DSWl5ZYNAzu5XK0t7dzoqOjMhGndAMTsJkGM/PzZDMZ2trbWS4aBFZEi8vlwuVyEQgESCaTZLNZIpEIU1NTFJNJnJEWelrb0Qp5VI8HIRR8kVYS0zkK425cSzncnk68Tj+j7Z/EqbWgj8+SdF4j7FPxcBTV4UBmsyQW5rD7/Ai3G8PtRUjocztwKIKIXUVfnsRIp8kaAm9RcHx5HHd+EHourNp36XS6tMS2HKdg7yTTdh7Rdnzbx1QzGdytFVCKolREClCJiJXbyzudzko+jNfrrbv4ajZBdxBESy6X21S0/NEf/VHN+3//93+/5v0//uM/zo//+I/vemx7iSVaNmArP6p8Ps+NGzeIRCJcvny54T/ERkz+mUyGGzdu0NHRga7rDcmib8S4NU0jl8thmmbd9n0gEOD06dOYpkk8Hmck9RIPu/4bStGNLd/OPd+nWOImbzE/goLKEfn1HDG+nrw9z5cWvsTtB/fp7OzEZrPh8/lwLLpxvHyaSCxG0H2e12+9wbGTx7EF3sqicpOv/bqvLYkkW5TYYivuUB/TM6Ur3/b2dux2eyW5dq7tz0mon6cwXUA3Euinpgl430L+YWtlgixXIc3Pz1cmhs7OTk50fS+veX8FlxQEgp3MJUfJ5TQwTpA800VidhaHz0dQiJJzcXs7dsMg3NaGcfw4tuvXicVifPnLX8bn85UaWwWCCBSyuRymYZBOp5mfm8PvD9DvtFWu2nK5HAsLC4yNjZFKpRBC4PF4cDvt5FtaUVUbi0uLgEDqRdw+H2ZbO7GH47jnHTh8ER70/AUpW4bowxizMzO0tMQJXlggn30eH2/H6fEwnc2Rm5ujp6eHQFsrvS47brU0EQk9T8fca2TmkiRn5/C1teA9PAgLt6HjNNhKYldKyYMHDyou2eU8kZ3SLBPzZpOy3W5flQ+Ty+UqJn+ZTKbynUcikR1fGGxnPHtNs42nFplMZlPPrycBS7TsgvJVyUYtw+tNvSMtZdPAM2fO4PF4WFpaqtu2q6m3aCl35bXb7Rw7dqyuk4OqqnR3d3PkyBE+lft9nIUwsxPLxO1TXPBcIO4eY1ncpU2errzGMAwSiUSlDfe73/1uTNNkZGSEVCrF3bt3iWXmGPjmFK+6P4GBjiELGI4pki15xhY9aMshRrR/RIfDxkDwEhd7Lla2n2OZaccXCYvDjM29hsOjMtB9lvSh68jRQ2QymUpSsWmaCCHo6Oigv7+/knR5qfhPGVH/lKnkHcRyC62TX4+tGGCxmIVgkNDAAN1eL87JSZTZWWKqykJ/PzgctLS00NXVxZEjR0in00SjURZHH5D1h3Hb1EokxVRUknMzvPzgLh6PByklmUymsl/tdjuBQIBz587h9Xq5lc5hGCbjSwsszs1z/MQJAuEwYY8Lj8tOZ0cvoVCInPNvyAs7ycQihmHg8/sJpJ/Clu9DcRaRwiDS00sh4C9FBhCoStUxUSz149GLBYrpBFmPk5m5OSJucGlZxIpoWVhYIJlMVjyBTNPccRPFZoombDe/xu1243a76e7uRkpZ+c5v3bpVqkSryofZ6UVOs+wbOBiiJZ/P73tDz2bAEi07oDwZZTIZrly58kgr8EaW99Zr8jdNkzt37lAoFCqmgYZhNDRfph7h8rKJ39TUFBcuXOD69esN6YchpSyV7wbAm+xllmVSySSxaBRvLxSIV54fj8e5efMmgUCAUChET08PyWSSzs5OnnrqKT7/+c8jkZgXX+VOapp2/QhBv5+UmCaX6WF87KuIhP+SXOsbFLI+xhQTx+BnWPQfZUD/GgDyIgZSIV1cRD06ifAYJFp0jLSDVGqKL3/5y5UeOq2trQwMDDxygmspniJ4XaIvL7O0tITi8yG8JUO/w4cPV66y5eAgcnmZ6du3caXThFeSNF0uF0II/H4/fr+ffilZKGjMZPIUCgV84QiFRJyJ118lnUzicDhwOBx0dXVx/PhxWlpaWFpaoqWlpZJQGLHbmNcLhD0eZCiIz+3CrSqE3E6SK0nnnZ2dSPH3+Fzmdbp7uwmlQxz1HMa3eAo1WaDgTWG43AQEqP2HKKZT+FQFR/Xvz+kHRcUuJH6/D4fDjtQ14kmdmZsjHDp8lGAwyNjYGECl4ikUCj02omWnY6n+zgcGBioCvRyJEUJUlpICgUDTT/61aIY2/pux0+qhxw1LtGxArR95NptlaGiotL5/4kTN55SFRaOszncbaclms9y4cYPOzk5OnTpV+QyNTJbdiSPzWgzD4NatWwCVMuztmCZuler90CpPEQ88qAiRSGuEAgv4Zak0cH5+nrt371Y8f06dOsXIyAhjY2N4vV5u3rzJiRMnMN1J5lv+Bj0e5nNjt5EuF93BIBn3a8hcP9nwGyQXPKRSSXA5KXq7GFH+F328HQCv7CCVjZEM38SjOFFxUSwYZJRpso4RnOkWwuEwAwMDlQRqKSWYJihKpaPx1NQUi4uL9Pb24vF46OrqYmBgYNXVshCCcEsLDoeDfD5fib6tzZ0RQtDhcqLm88zns4y8/iq9ba20t7ZirORIBAIBisUiy8vLlV5FZbNCgDaHjYVoDIfXR0BRMIAepw2nPVB5rpSSzAM/dv0ERvB13D6V8JgdAnaSiTTZ2fu4e3pwRSIIQC3k6HGtqYZR7dB7FcfEJwk5oSvswe1y8sAcJJvXuHXrVsml2W6nJRLBYyQx5QKtLjdux+rJTJeSgimxCXAIsa4YeFxEy1pUVa0sFUEpHyYWizE3N8fIyAgul6siYtY6FTcrByHSspWclicBS7Rsg7m5OR48eMCZM2c29C0pC4tmzA0pL2nV+gyNboS1m3Fns1muX79Ob28vvb29jwitel4lVQuh0+a38yX1lxChJF6fScY2zVHz6wnQz8OHDysts3t7ezl8+DBCCObn55mcnOSzn/0sX/u1X0s4HOb+4mt4giFuJ0xSDjuqYTBnlCp5kEs4DNB1A03TEKpCMpWn0KqTEA9x0sryTArT6MAceBWnx0EunyKVKeDJHsY4NU3PXA9nz56tfAaZSCBv34Z4HMNmY0hGeY03KCoGh488R3uwnaNHj67bMFAIQUd7O4v376M9fEggHMZZdXyU81QWFhbI5/MAFJIJQseOcvz4cdrb27HZbDx8+JCbN29y584dhoaGiMVi9Pf3c+rUqZIYKerEpibIxBPEY1EyAqbyZzAMg/Hx8cr7TE1NAd2EevtZyk2gxMKkL9vICJWiaeCOLhOx25AuJ8lEHLXGsWxEBrntvUjRmMUV7CV06iLHHQEmFxYZGx1lYnISpEmv4SRsLhNyF/Dp4/gmXgL314PTT1TTmV/pvCuR+G0qPU57bSuAJqKRAsput9Pe3l5pD1/LqbhsNVCPfJhGYImWg4MlWjZBCIGu69y5cwdN07h69eqmPQ0abWq4k8jCZktajWY3oqUstM6ePUswGFz1WCMiLdXbDNDLVxs/yefmfp+cTPBs6F102M5w7949ZmdnAThy5Eiln42UEpvNxvT0NEePHq2cpO1akLlsAWlPEXF7sNnteIM6Ua2dBfMUHb6XKWQEuunHsKkg7zORz6C4f5FsIQ/JYxSWQzh8/ZiGJLkYxaa30XPsJLORKcT8mxOSzOeRr74KQlB0uXgw8xpO+zS+Y2MUBiSFQJQ+24/hk+t3OJZS0pVM4pyeJpZIEDIMnF/5CvNHjjCbSq3yEXI4HITDYfL5PEeOHKlEVsrlzUeOHMHn8zExMcG9e/e4f/8+14eGeOodLxDu7iFrCkQogijkWXo4zszK5KYoCvl8npGREXw+H23t7QhfhJbwOeLn21FVFUeoBYeUOIWJYZj0OGyka8zNmil5mCugdx4iF2hnvrMbh/CSzhcx/EHsPf0MeHwok7dxZ+8wmTEoFov0+loRZgHmhsj3PcucpuMQIFf8opK6wK3otNboqttMkZa9nJQ9Hg8ej4eenp6KU3F1PkwoFELX9YYl/e+EgyBastnsrnzrHhea44hpYsp9S3p6eujr69vSSaiRomUn5PN5rl+/Tltb27pLWo1mJ6LFNE3u379PKpVaV2g1YklrrRBScaAWAnh0P369n5t3bhKNRlEUhVOnTlUcectLMA6Hg+eff575+XlGR0dpOacxevQ/Ei1E8UTGML1+ZK4TZCvexHcx6OkgF/86FP+f4nEZtNkKKMEptMkjLIgC2UKWnOezhBNvxUkAj2invcNJS2sLaWUC9dogU8kEC/E4XrsdMTVFJpViWMszF52nrW+EUM7D6aVTzJ8R2N06w/wX3q799Cpzx1WkUthnZyk4nUzEYizm82TzeRITE9xxuzFNE5/PV1mKmp+fZ3x8fN1Oq6qqMjAwQCaTYWxsjP5TZ/C0tBGdmyOVSuH1+fB19aCnU7S1tdHT00NnZyd//dd/jdvtpq2tjdDhoxSdbkQmg3S7UbQitlwWclmcra10FjUC4VDN91/QiuhALhEnmUjQ0drCw2wBnxBomRS5ZAKXx0PbU+fRXh4mFktUqtN87nMQvc5IKoTm9cGK95fX6yUUiRAvmrTWuAZoJtGyX2MpOxUHAgEOHTpU6dEzNzfHG2+8USm9jkQi+P3+fRUOzfJdrYclWkpYomUDpJSVpZRAoHYTqlo0stX+dllcXGRkZGRPK5xqsV1xUSgUuHHjBuFwmIsXL657QmmEPUD1WJfEHb6ifJTp3ocYhsmfZf6S9sy34LN3c/bs2cpxUS4b7+/vp6enp9LSfjZ1jxH9RbQs2MwuYqk2/MEp8rGzuLV/QB477+nto892mD9/w8dC+mVaTmlk0m5uX59jITpMS6+bzv4W0r4R2u99FdljL4OQpKOTFJP9/NX0KbKmxt995WXO2h2ciyVwJGMsFouYpCjaFHJuJy5NEI/F6PX2khRT5EQMj2ypvRNWIinZleUZu92Ox+kkYLfjb2/HH/AzqwiGpYEwNU7anDicTvx+Pw6HA7vdjs1mW/Vvu93O4OAgDx48QHZ0ozqdROdmSafTuN1uhISchJdeegm3283i4mKlQuyZ556DvkHIxbAHQmiFAslsFkUouAp5vMEgRV/XusdJSjexI5mfnyeVShGMRAg63WRTSUbv3MaO5GRvF/miwGtTsStg2mwEg0G0XAZNcaIVCki3t9LsTwiBBJR15rpm7tOyX6iqSktLCy6Xi8uXL6NpGrFYjJmZGVKpFC6Xq5Iv43a7m2LMzYK1PFTCEi0bIITgwoUL2z75NLLV/lYpRykSicSumq7Vi+2Ii7LRZLnF/kbUI8G31jallBhovKb8B1TcFBbdpFIpbAM5lg/9BW8N/jIed+kEUmv5yuFw0N/fz2uJl4nHY8QXDYTIYmtrIZPuAvcsC1k47PdwNhBiYWaGPrMfV8bN8sO/I9GWRvhT9JzN43SZeNodqHKc1je+G9vIeTT3Epru5lMZHzZ1GW8ug880GZYGU06VdxsSpymRwonbZsOTc7AwWMDlcmGio6BglxucAFeiWm63u7Q009bG4YEB7C4XkcuX+VImybVkHL/dDkLhmjQ5ohzh/PnzG+5bRVF4dXwMhKQrHCYUiZT2q81WKi92uXH6/WQyGaanp8lkMrjdbjLZLHaHA1VVKBg6uqkgERSlxObzI10ubOupB8AuBLFEArfTSYtio9/lJm9KDKHwFm+Ak3YnrrykmIe8Z4DW7ixZXzfBUBibLKINvJ1IqJcpA2yKgk0ITCkpSGh3rJ9P1SyTbrOIlrU4HA46Ojro6OhASkkulyMajVYaXVbnw+z1knazYUVaSliiZRN2kjOx38tD+XyeoaGhSnv6ZjhZbUVcSCmZmJhgdnZ2y0aTjcxpSTCJThY9Khi5exchBL19V/D26Agzj5TuSifkWstXPT09DOedJFNJsplSm/ROofIwmQaHn3d193OptR2HqjA2/oCxsXHsdjvjX8pj/3tpOi4ZaOkwfn8In1clzCDu50Z4pvijCASvxaKE5qZw5jXuTs+g2my0dHUy7HJwNhLkyNwiEh/hTDdLHfPETjto8blJikmO6O/Ezgb7t6UF0+vFvbDA5fPn6WptRTUMuHABNRzm9aVZ+rxeUokkNpsNv8fD64bGdxkGrnWSok0p+Wwiyv9BJ5BY5oI/gG2gn7cfPUo8GiWeTLE4P0dvRwemKTl//jzPPfccPT09DBw6RMLlJZnLsTQ5hb+zC7vdjkTiRaIICNhs6x4LjkKWQjbLN3T0ELQ7EYpAjycRQhAMhDH1AkVFwdQKuBwD2GwKQU8cWnqg8ywOf8nFecAwmc0XyZsShZJgCa7YBJBPgpYBVxAcnqYSCs00lnIfobWUmw56PB56e3sxTbOSDzM9PY1pmoRCIcLhMKFQqOlLlOtNtUP6k4wlWhrAXoiW9U5CZf+jkydP0tKyTuh/h9veDZstD5XzQex2e8WJtB7b3Qll0WLDgRSSbC5b6Y7qdjtRhYZZFLx+43V8Ph+XLl1at/S9x3aRIe2PMR0G3cdDFHIFPIVlbDcO4zs8x2vqZ7kvPstCxzRmsRPf+LOExADqUhpx+m9xOFQQeUSsjxb/GeLqKEUyOPChI0tOxYVCabKWEqfdQVAaXGtr5Z6q0q4ohHovMt72KpfdEwgUTuvfRb/x9o33gaKw0NdHfHmZVtNEDQZhcBDV60cdn+E70iZFW5HPp7LMCZNenw8TSOrFdUXLWDbD64kYnXYHqWSCaDKK1xtksqjjkRJDStpOnKKoqPQMHqHF1OloiTAxMYE0Tc50tnE/mSEai5fERSBIdG4OzSjSZVNIh4L4/f5HvgtN05i5N0KvtOFz+8jbVdB1PNLEm85jYFIEitk0ejqB1+XGGziM5piEoy9A1fa8qsIRjwNdgiooVQ2ZBjx8GaJjIBRAQtdTSNPRNEJhv80bq9nq+UVRFILBIMFgkMHBQXRdJx6PE41GGR0dxWazrcqHaZZ93SiklE+cUKuFJVoaQKNFS3lSrf6RSikZHR1leXmZS5cu7ViRN6KEuLzd9fZJOdl5YGBg29bou420SCQppiiKLAHZjx13ZR/46cOe7CCjDnHy9ElUVbCkj9IdO8ffPPxTjvdd5nD7CQwpGU+nSOs6XW437c7SvjcMg+y8glc7i/H0p5h2LuHw2XFqIXKTEb7g+W0Knms48i3oaTdK1yy+Y0OcGf1e0rZuRhcm8SqtmJpCS6ADIUwUbKiUIjpHvT6KmoYuBIcOHeLkyZPM6UW+KxTmlZlpFv0+sh4PXoeHr1LezTfqXQhjayd2KSXXFue5Ew7Q09PDV/X00a/YcDycRQhBVEj8us4Lwslf2U3+X/b+O0jS7DzvBX+fzfzS+8zy1WXaTvdMD2YGMwBhBEMDSqBE6UogteKluZIWsQy5kEKK/UfSRkhcKa72hgxjuRFLkavVlXRXpCiKEA1IUARhBuOnfXd1+cpy6e3nzf6RlTld7aa7p2umIfUTgcB0mVMnP3POc973eZ/XCQIkICnfvbLOdV3e3d2m127jN5s0mk16vR6xTAZVkvjhsVly6RTr9Rq262JGo0RnZ0nKg/l2Oh1Cogg7WzSuXyGRSqGl0zQvXuDs2bPkE3FqtRrLy8ujvktDn5ClpSUc26aghkgmYly5ehXDMEgnkxwLRxECH8lu4TgughAgCOLA3yYUP0RYhhAEAeXWLzdWobGCoGUxLAtNVQh23kVRjyMIpQd/GI8QT1qk5VEIlCzL5HK5kfDdsiyazSblcplut0skEjmkh3kYPEn6o6e4P56SliPAUWtahqRo+OLbts3FixdJJBK88MILH+hEdZSkZdhD51YM2wg8alfpDxJpsenxlvhL1MXrCIGIiMJz/s8hCEV838e2bMIXP0U8byJO7+N5Dt1Wjxudb3Ps9C5XQ6/SdX6Yb62eYdswGFAg+Fy+xBcLY6ytraG7LSJnqpjlZ1C0ECElRt/YIvTCEkGhjtTP0GnrOI5DKTGBkjE5MznG5jsJVhtZjHSb6fwzRKMhusIO8+4Pj0hLRlF50XL5bVlCjMSpui7PJVL8aHGC4l6Vq4JMPlfkXGmMGe3hTL7+oLzJb/S7hCSRjmNxeX2Zv6KlWRTACzySps124JEBpgWZN22LFySV0C3PjWVZNBoN6vX64ITsWjQtAzodTMNAkiTCgsBCOksuX8AzdG5YFrZtoxBQ63bJJwbC116/T6PRpFGv43Q7ZMdKOKZB4PuEQ6HRZuZ5Hm+99RayLLO+vs7a2hqtVmvQ+G9ugl5nIDAOh8MkU0kEFyQvQFKiKLKN6weIgYDp1hDHX3iwi1VfJZA0avU6uq6TzWaJiRJhowKcfOBrfpS4V0rmo8DjivqEQiFKpdLAMTkI0HWdRqPBzZs3MU2TRCIx0sPcz6biSbo298KQdD7p8/ww8JS0vA8e5SGRJOmuG/Tjwq0b9cOIVh8ER1X5dDu58H2fGzduYJrmqI3Ao+CDCHGvi79BTbxOzJtECMDG4E3hlzju/l8IzBCXLl3C6gjMy19hsTjHt6v/ml1hh7g3TX9XIZRL8sfev2e19z+RtqcxDANFVflPzevoS8tUrl3HzmyiLpo0d3ust7cHwsOxIuGpKqWxEpo9zpuvv4HneRSKRcJJC8+zmJqcJvy7n0E/9jp2qYYsxFl0v8y898Oj+VcqFYqWw495IsXSJMenZ0i1WvivvsrU+jrpSISFF15CjgzEe0EQoHseqiii3GfT0D2X/7pbJgUoASQCEFSF6+0mc5EUzV4Px/fwTIOeIDIWTvC/zMxR611D13Xq9Tr1en3k5eI4zqBE3LIIZRMEuRyioqDGosRyWb4wM4eHhKAohMNhNE0jCAIc2+H60hJuLIEQT3Ch0UKIJyiWSqiqSq/XA7jD62PYOyoej9NsNlEUhVKpxLV6hVi7hyyIFMdLZJQQkmlh4yD5YSQpjOhZ7Ha3udQ2+Uxqmgd5+y3Xo13ZxwxkREFAFAQCgsFnekI2mSct0vK45yIIwqDtRjTK1NQUvu/T6XRoNBpsbW0RBMGoq3UymTx0KPt+8GiBp9GgIZ6SliOAJEkjl9CjGt91XXZ2dqhUKg8sWn0QHFWU6NbqoaFvTKFQ4OTJkx9oAXvUkueAgLLwXRLBBPuVKtaB94YV3qe78Xt0ryWxLAtJkpifn+ftf/c2zme+QyIyRnljF9u2KY2NsZ83kIUbbG6CaVlENA07GuF7e1XGTZOElqRtmAiCMIgshMOk0gniaYlJ5Xma6gqvfOITtJpNsoUERlAnFRwjlE+g+nGMt1/gXOmHmZmZRbhlCx06xgLMT0+TCIVJNZvwzjvYgCcIZA0D8e23CT7xCXZsi/+8t82eaaCIEp/K5PhMrnBXJ9eqYWAaBvHAx3G9ke3/hhhgOjarBPRUlcDQiYgi3+42mPvOd2lulQ8999ZB1MR1XbLZLEVZZj4aYTka5mIoRNT3+UphjOPRKOs9E9kL+MGzz7Kj9+mKIt3dbbxYHFeSsPYrqCGVeCZLbkHGqe6PIoJ3u/+e53H9+nUAFhYWmJ+f58K77+J6DhOKhux66HqLviSxtr1FLBRibnoGWUzwX5avoZsmsxsbzM7O3vc52t7eplLxmHBNQuEk2XwRBZfAASNcIPmEEIUnjbQcNUkQRZFUKjVy/R7qYWq1GisrK8iyPEolqar6xGtFvh+iQR8WnpKWI8CHIcQdNuh78cUXH+sCcFT9h4YRkUajwbVr1z6QUPhWfBCfFgkVHw9JFEeLliQO0kT1ep1sNksul2N7e5vZ2VlayUlsuUkmm6XdahGLRmkrNp6SJJNJY7KMFNnANMJkktOcKI6hxUKsqu/iT+/zXO48kixQtZaZMP8kZ6M/zvek/w0jXCEyDnpQ41n/ZwiTBGFQbdRut6nsV5mdOXZo7tvb29i2TSwWI5vNYts2LC9DOMzaygrNVovJyUnS3S52pcKvdhsIQCkUxg0Cvl7dQ5MkXs7k7rguTquNT4Dr+4RkBU3T8IAdWWRDFon0PKKeTy8Qudnv8GZgst3toy4tkUqlGB8fx3EcFEUZldrncjnGx8dJJpN8FrgeSFSrVYpegGg5LO5XMW0XJwjIADuiy5YiY6gqdrvN5uYGkUiElyYn6QoC9k4ZGJTMuq57x2cYlsxGo1Hm5ubY3t6m2+uhhlXizz+L4vmoW3u4pkmtWmXbsQnFY2SjcWbGxtnZ3MK5toxqQ6BpuPkUQfg92wDXdVlaWqJer4OUxBn/GONUEJwugRKBuc/ibLff/yE86D6N8ngOHffCk0RaPoq53K6HMU2TZrPJ5uYm3W53dAhMp9OP7QD4OGGa5hM5r48CT0nL++BR00NHRVqG6vm5uTmOHTv2/r/wkDhK0tJsNmm1Wh9IKHy3cR9lvgICx/wvcEP6DXKFKQQkTBrAMVTpGfzZKoVCgWg0yo/8yI8QiUTYFfK8If0LxouTiIGGJTQI2SEu7J0jfeY7CJG36RoGomlh7UjsrPxZ5sKnWKj8Jbayv4WU7mH0DNK1F5hLfokoRT7r/d+oC0u4mKSDeTTSwGBhTyaTyLKMYRi0Wq3RqdG27YNePHDs2LFRlAjDAE2j3mig6zr9Xo+qZXHj6hXqqSglNcz2fgUvpEI0wu9Udvl4OnuHoPv1nTK9IOCmAOnAZUFVMC2TT0UT/E69Tt3qoTRabNVr6JEwhVIJJRontlGm0WhQrVYplUrkcjmKxSITExN3LLixWIxqtUq302HKDhARUEMKvmUS1TROOR5ePk85EOj7PoZhEATBwPrddZmqVNAch5Tvjxxqh/NvHHx+URQ5efIkpmmysbEBDKIusqIQ4IJpIzbbvDQ7jytAcWIKx7aYmZik1LXo1OusRSJM5PKohokzO06gKnQ6nVGHdFmWWVxcHGyGvgeeBXJ4UEW03b73+uHosPk96OwM/h0fh5mXQTka87AnibQ8CemYcDjM2NgYY2Nj9Pt9bt68OSKilmWRTCbJZDKkUqlHTl0/Tui6/pS0HOApaTkCHIUuJAgCNjY22NvbG1ia36dh4wfBUZAWx3FYWVnBdV1eeeWVxx4ZephIi4+Lg45KjIXgR3B8gw3hv+ELHvFgnMnKl7lU3aTdbrO4uMj58+dHmolS8Bznvb/MDfE30IUt0sECL0lfYWJqh+9Kb2PoBeS+TrJSJdCqNDJvkqwX+MGP/SCx5RIzmTHW17boNPpECgPRsYRKIXjmjnm6rosgCIyNDVxey+Xy6J5vbGzged5oUa1UKoNrkM9DpcL4+DiddptUMolgGOz7Ht1uD89usuJY2JqG5rkEosC/297gz49PjzQu397b4Rt6l1zgExUFdvyArX6fL+sWsVqbUOBRDlwSsTCyUmAul6MlCsyaDu6BVsD3fVzXJRQKkc/liFkuYmWwOfvJOF7yPfv/freHSAhfkdnd3iYIAsLjY4jAQqFIRzfAdVnwfXzfx2x3SLaaSIaBpyiUXBe5XMZ3XcQDgre9vc38/Dzz8/NomsbFixfxfZ9isTiK7gmmhdHtIfgBgiyRjcSQW1286RIngoBa12B9d3fgExLWUFwPv9HA9j0ahk6gCMTiMU6ePPneZiJKIL5HOu5JFIIA1r8DvSpCOD24d909WP82LHzxrhVLHxRPAlEY4kkqv4bBfIZmkNPT0/i+T7vdHkViAFKpFJlMhmQy+ZHMXdf1p264B3hKWo4Aj1sX4jgOly9fJhQK8dJLL3Hz5s0jbcj4OElLt9vl0qVLlEql0en3ceJBIy0BARvCN7kh/gaOYKAFGc76f4kz/p/nBF/GxUSwNV699Crlcpm5ubk7jPkEBKaCTzDpvUKAh3jw+hST73JOKNBseiytriMoCsXCHGK8R3Yzy7vvvotpWbilIt9o9wg8h5I/qLy5F4ZC7mKxOLI67/V6oy7SgiDcEWkTjh/HazSIeh6xRIJCLIZ/+jTPpVN8Z3ONlufR8wRCpokJFESB722XmfDhUxNTSJLE721vkUCgvl/DNAwmkkmklEAgBWiRGJ/KZOg4BhXXRtRNdgydCDAnqFTTab74xS+OCLZhGFQvXSUcjhFJJpAkGXmvjmA7xLLJQVWQoRMksggM3Hd1XUfv6yTDGqIksZhOsiJKCIo6eH46bfwb12j2+4iCQCKZJGLbeJUKlErcuHEDz/PI5XKUSiXK5TKdTgdVVZmbmxtdK32jjO7ZVOsVYqJEIEk4skir2SAWCCihEMmwSJgecT9CIpSiZzls93tojkvcU+ilB1GXYYsCehWo3QTPhtQ0gX/nO+p5Hr36LkplDSMIYzd38YOAyfFxgl4F7N6g1Pox40mLtDwpc4E7Cd2wH1I6PYh6Oo5Dq9UaOV+HQqGRP0w0Gv1QPothGE/dcA/wlLQcAR5neqjT6XD58mWOHTvG2NgYcHQpnMc99vb2NhsbG5w7d44gCFhbW3ss496KB53vvnCRi9L/h1gwTiTIYdHhDelf8hn37xNjDJkwr771KleuXGF+fp5jx47dczESEBBueXW0II1h9zGNQcRHi0QYn86REedJmwUqlQq/W92jed1Dcj184F9vb/KXFIVnkqm7/o0haQmHw0RSSf7bzja/d+0SSuAz6zl8YnxydPIa+fZEIujPPceeaRJVFIovvoiUTHJCEPifNY3/9eYVpF6A47iEDZMYAgESf7y2QrBZxoxq3GjWCUsSLc9l1jT4sqQQ103GszkmTz9DW5b5bHmLtxttagQsIPGxTI6FqSluahrFYhGAfD7P9sYmyZ0qDVPn6voqES3CmdOnkVpdpFScCTVC2LKxbZuw7RINhzF0HU838FMpgrBKQhA4m0myL8Fas0b23bfYb7dptlqk02l63S6JeBzPMChvbNDtdlFVlcXFRXRdP5wWOoiYtdttzFYLx7Ro9HvsWTZFSWRMkalX++wHAXOeSU7s4Hg+ot7BlQYCZQuR0liRbCxOT5XZ1nXK5TKaVWXKWUXVooRCGrTLpHSVbidPq9Wi1+vR7XYxDAPVN5g1eliiP7p/nu8jIkBwNO/1k0ZanqRIy/vNR1EU8vn8qDrTMAyazSbr6+v0+31isdiotPqoHGufpofew1PS8j74qDQtQRBQLpcpl8s8++yzh1j2k05afN/n2rVrOI7DSy+9hCzL9Hq9IynZe1BzuXXhDwkHSfotk16vhqqqOJEOV50/4LT4Z1haWuLChQucOnWKU6dO0Ww2H+jv+76Pvp6kG7EREhaFsRyRpIwr6pwQ/iTZUycgHmejWaFomOzv7pHJZklPhvitylXUVIOuUCYbHGcieBmFAREZkhZZlvmOCO/iEW61QBIpSxJzyTiLt8xjeA0Mx6EXj6Pl8wi3pBA/ls7wJ3NFflc3iYoByahGNBqlIwo4ts3/YRls1jtUCcBzORaP8aOGTTwWpSfJRFyP+te/zlqxiBUKcVpWKRQKTExM3DVsLUkSMxMTSFaA227Rbrdpt9tMT0+RCmmo2xUmRIUODo7joMkqmiShCAK7joGcSxI6ePdkUWAinSJ18gTVjQ3m1AhecQo38OjaJi3HRe902et1EQ6M9iRJ4ubNm3ekhRzH4fr16yj9LuOCwvT0NFpYIxGPITke/aiCZbaRa/sEShLT7uPaMqakI9l1AiWPrhuoooRriYgJjVw2S3L7IoYrsnRzE13XSSYTaL7BZktGSeRH64ggCKjxHIqcIyF6yNGBh4hg9wnCiSOJsgyfjyeFtDxJc4GHJ1GapqFpGuPj4wRBQK/Xo9FocP36dRzHIZlMjiI1t5fjPyr6/f7T9NABnpKWI8AHJS2u63LlyhUkSeKll166oxzvKIW+H1SPYxgGFy5cYGxsjOnp6dHidFRE60FTca5gICDjODau5+EaBravs1Fb5uJ3/gObm5tMTU2hKArNZpN2uz2qgLkXTNPk6tWrdLtdpkI/gXD6BpWJy3gtjcXqT5DNnxjMMRknk0rj93rouo5l20zNxnBn/i1XhRCaEGVHfINN/9u84v8dFLRRRUxLElmzTSZCYW5ubqGGQswtLvLHrTqfyBeRbjOcMoxBNcrdTnyvpLL88dYGvj8gOJYkIYVUjHCYdOCzUqmQtB3aoshZ3cSSJJZ7PRL1JpuhMKVYjIxhoB4/ztjY2PsKFANFRlJkivkc9fFxOu0O3U6HaFJEBXxVpr7XxgkCohOTIInsZWLU63UirSbjkcMny6gaInnyLL2VVfReBzmdIx2PcVGCqmkTC+D0xCRmp8v+1p1poSAIWFpaGhjeVavkZxcpRePE4nEEwCkmmcgmobUJznWq1RbL26vEQgmOT58iHlHo+hKWbWF0A/bxqLQ8xMBD0xsYaLTbLVx3oDfyfXD7TVoWI4I3MTExqKgy52HljwbpIA8CNQbHPn3QBuDx40kiCt9vkZb7QRAE4vE48XicmZkZPM8b6WE2NjYQBGGUSkokEo/8d552eH4PT0nLEeCDbNBDDcj9LO2P0nH3g4xdrVZZWlri9OnTo3zwreMeVVXSg0RaJv1XuCj9G7L5Y6QcF9MxaDgt9JUEtm2Ty+VGnYbX19epVCrYto2qqsRiMaSYTTv7Nv3IJnl5nlTjBcrX2riuSzgc5vnTnyce/9Ps7u6ytLaEkM9DHgLfJ7+9y5/Z3CIlylxKpnlTkWjL3yTqd9HMKWzLIhqdoK1usBe8TYgUb0f/LfsnVlA5i1R/GVFUBoTHsoiGQrQ8H9v30Q4I7SjSckBa7rbAFUNhvoDCt3yTBgGLisKJTJZv1WtcbLVoeS6iKBLyA2KeR0xWsE0Dtd1BKkVIpNOUJicRp6cf7OaIIk4hi7i9TyGeIKGEUAOB9U6b+XQOBPE9X5dpEcF2yOVy1Ot1arUa4+Pjh4aT2j0kWaGViFPR+8SiERTTwjP62NEw47Ek430H3XRhc48xJLKzxwi1eoi6Qb3fo1LeplwuMz8/j1nKok7P4LgegaoQqAckTI3ieQ6Wp2Ohk82kCUclFNJMaHlEBFxJREtoTIkD95zw7iZut0MqlSYUUpk7dgyjucPsiz+GEsvS7Xap1+tcvnwZGJSzZ8Y/RULxEAURIukjIyzwlLTcD49zPpIkjfxfYBDZazab7O3tsbS0RCgUGn0/Enlwl+qnpOU9PCUtR4BH9Q4ZakDez9L+KB13H4VcBEHAysoKzWaTF154YeTN8UHHfRA86LhTwQ/Q8JfZEV9HUERM3yS+/hKnT36ZnfigsuXkyZN4nsf+/j66riNJErZtU2lvsZX7/+JafeR+jGv26zjWvyGz+2eYTA3SScMOz0Oy1mw2CYIA7+ZNYktLpGWFhiDwnAcFSeGPo9ukjTDl5haKOmisJysaW8J3qYs3sIQA0dMwtQuQuYxs/lVmZmfxfZ/tVpO50hjhg4X2QSMtoihSEiU+3bcoRJOcKIyzrkgs93vYrjvQU/gBliyznIjzma6OFIlQnJ5mfn4eWdeh9HC9dPxElJ6XYa+2h5qI0Aqr9Dodiq0WIVlmLBLDFgV8y0I46B0jCAKdTueOSJdoOyCK9HQdP5HEdF06vR5Or4Pf6zIWjlM2O7T39iiVSkyFoyRaOggGludi71eZNn38iUkmJiZYWFwkEARuf1P9cJpdXSIimnzs3GkyyTiB24Tix4kqaYKQihePMH1LBNSOBphv/2fGMxGy2TwKOtXwONFQ4lDjP7hlI9uvsNTpEA6HyWSMUc+coyAXTxJpeZLmAgNx9FGZyymKQqFQoFAoAIP3c9jwUdd14vH4SA9zt3VziKfVQ+/hKWl5H3wYL5fneVy9ehXf90cakPvhqDUtDxNpsW2bS5cuEY/H76i2uX3cjzLSIqFw3v9fWPC+xPL2JYyKzLPHX+bSpUvAQKg5FJEmEgkkSeLs2bNYlsV1+79SVUHsTlFtVLAMhSBm4B27idI7x7Vr14DBAhWNRmk0GgDsbW+TXVmBRIJYtYqsKviJOCctCzk8zkrqv1LrOsj9LMXQD2ALJi3WEOwQ1a0a5XKZiYkJpmcDbjauYkcXaTWbKM0WX4okRo6ww2sQBMEocnG3BW54bzzPQxAExAM7fzfwkTwP13EQRQlJFFhKxLjm+nyy3SOTTCIbBkxMIBxco4eBIwpU8UiEFU6fPkX5zQuIrkdgu6RCYRRJwtdNgplxZFkmlUrRbDap1+uUbiFJfiSE1NPRIhqIMlo0St8w2DV05gtFTM+lUqmytzkIy08fP4nU6WPis7W7Q13vk09nOJvPkj9+/J7P6uraGnvCNLlokuN5lUDVIH8SP17kXk/wRsulGT7NRNhEyecgPU1jtUbpLn/j1o0sCILRRjY0xHvQnjkPiyeFKPz3HGl5P2iaNkoTBkEwKKlvNLh69Squ65JKpUin06RSqUP7wFPS8h6ekpaPGL1ej0uXLjE5Ocnk5OQDLSxHqWm5V2PDu6HdbnP58mUWFxdHJ4n7jftRRloAPNdj5VKFiDbLc88dZ2lpCdu2Ry6uQwzLqAVBIBwOI0R6pIQslqWQSCZJpdNE0lNoQYyJnQn6/T69Xm9UGjnsvxPYNi/2evjRKPV6HS0cZiGbwxNrbIR2UUIChm3gaBtcs5uUWp/A8tsEDpTL5VGZYzoicm4+h5k+g9Ht0r16nfqNJV7tDSoXwuEwQRBgWRae56EoCpLnETgOhMOHdEXwXipJFEVUUWJGCbFst5AtG8IhYqJIXFFR01nq6RyTi4sIiQTEYo+08Q31OZIkoQgiC8k0u406teouMSVEIpUk6nujDTqXy9FsNqnVaodIixePIbS6xCQZTZJRZQWhWKSYTTEViRE2LCTfxXVcVEWGbh8faPW6qF7AZCROOJkknc3i3ONz1Ot1dnd3EUSJiWf/BOIDNPE0DIP9/X2QoqTPfgoONpeA2uB6BQH09qCxPvBgSR+DWAEO9EiRSIRIJMLk5OQdPXOAx6KJeJLwJJKWxyWYfRgIgkAikSCRSDA7O4vnebRarVFlkiiKLC8vk8/n6fV695QLDPGzP/uzfO1rX6NQKIzSkEP8s3/2z/jbf/tvU61WyeVyBEHAX//rf53f/u3fJhKJ8Ku/+qs8//zzR/lxHxuekpaPELu7u6ytrfHMM8+QSCQe+Pc+6uqhWyubzp8//0AngAeNiDwsHnTcXq/HxYsXR6XjtVqN/f19JEni+G2n7tvHzAbH2RT/mFR6QMySqRQ9qcys/xILCwujnzM7HYz1dSb7fa6aJn3XxQqFkA1jRChqlT2cyBLGjoK/PoMb20QIWVgKVL5ZJL6g00q/TWlsDFEQiCfj+EKHjL+IrqpMFoqYlkO9WiWZTLK4uEi5XKZarfLd736X/e1tzodCeM3moK9QPA7nziHE44ciLTC419NaBMm2mXQ8xpBQXZAklZNKmJLnkJ2aQn6fxfL9MHyeZFlGcF1kWSYai3K11WLHcxkTfGbDYVTPI5BEstksy8vLtFqtgQPucEORRGoJja3AIS3J1HHZi2sUkmMEskKhUiOxeJxoKEwxlsCyLEzXod3r4nseuViaTDiCG7kldRYE0N2FxiqO41LeMyCIcmxu7oG7jm9sbBAEAaVS6dC7MHqGKtdg+y0EcUDKgtpNmHoR8nd2gL69Z87tmohBKuk9TcT3I5609NCTQqIkSSKbzY4q3WzbZn19nV/+5V/m3XffpVgsous6X/ziF1lcXLzjGv70T/80P//zP89P/dRPHfr61tYWX//615m+RYv2O7/zO9y8eZObN2/y2muv8dWvfpXXXnvt6D/kY8BT0vIRYNjMzbbtR+pwfNSRlvuRlmEqC7hrZdO9cFSL1IOQrP39fVZWVkZaIcdxuHnzJgCzs7N3+B/cTlpKwfNk/EUa4k3UTJiesEUkKDDr/4nRzwT9PtLrrxM1TTRBQA0CdFlm+vOfx3ntNbqNQe+ftGXRUmDxao5SW2UprmI9H8aWqkiaQuuNPNM/eRo31KTb62Gqe3itj/Or6x6CsEkQQEkN8Yws02q1aLVaZLNZgiAgEomQrVSI9/vsAYIoEjUMwq++ivq5z43uwTDyIYoiqufxou3zO4GPGA4hqiHGFJVTho0ky+97unsQ3BppCRQZBIFUIsnC4gLtVpvA9ajUagSmQUxVUBSFRCJBu92m0WgciuK1u13avkuqWSW2t8cxVSU1MUno1EnEiQLh8j6ZSISwKFCzTBzDJKqG8HwPMRDo9Tos71ho/Q7xeJykWUbevwiSSqdeZ8zSSeWeeeDP3e12qVarAwJ4m0BZ9B3ExhqsfwchmqdjWEiiSFSLEGy/A5k5kNT7jv9+qaQnzW7+QfCkkIQhnrT5DKGqKj/+4z/Oj//4j/MP/sE/4Pjx4/i+z9/7e3+PlZUVfuZnfoa/8Tf+xujnP/3pT4+aqN6Kv/k3/yb/9J/+U37sx35s9LXf/M3f5Kd+6qcQBIGXX36ZVqvF7u7uyAvsScZT0vI+eNTNdphiuP1l0HWdCxcuMD4+fqgk+GFwlJGW+5U8D+f+MKmso8b9Ii1BEHDz5k263e4hcriysoJt2ySTybtuTrePKRPi4/7fZC94h6awQsKfYCx4EZX3vHO85WWwbfxYjE6nQxCPE+l20dttkl/8IuVKhZwoEovHaeXrEOiEInFe6CRoxmWuxGzs0DFOLIyhXXwBN7NDyK8RCh3nD40ipVAE2zRRVZU9x6KQyzC2V2FtbY25ublBesgwKNg2WqmEYZrYto2naejNJje+9S2EbJZ6vT7qVSRJEvv7+4y7Hl/sW9QDk2OTSUq+iC8EFIvFx7IR3kpakCTcbBK52mR+Ygq3WGJjbZ23KztE33iD5+cWKSJxxlfYQaFdqR4iLZ1Oh1S7TajdRldVwppGxPfgnXfYnJ9npbLF9s4m5+eOczxZwFcVats7KIFMz3PY1y2agQqdNmLgsqC/i69E2dpexvd9cpkM08Eenm0gqfcw8/Js2LsC9ZvYjRYZL4k2+7GBkFJvQLsMRpvpxluIXgx6u7i9Gj0ngiOGUMfGkPHB7oN2f9JyK+6XShrazafTabLZLPF4/InciOHJIwlP2nzuBtM0WVhY4POf/zxf/epXcV13pJ27H37zN3+TiYkJnn322UNf397eZmpqavTvyclJtre3n5KW/17wKKmNYTTk1pdhf3+f5eVlzpw584F6Bx11pOVuYw8trJ955plRFcSTgHsRONu2uXjxIslkkueff35EsOr1Ovv7+4iiyIkTJ+5KvO42pkyIyeBlJoOX7zqPoFYj0DQq+/vYjoMgCCiCQH97m5ggUDIMMp4H0Sjh9hRN+U3UqEwgh6gs7XCt8CyhiWfYtCxe7JmEVjN0mgL+8SyiJqL3ejSbTTRNI5vJsI7PmUyGRqPB+vo66XQa0zDQggBZlnFse9R0UZQkUs88Qz8cZmlpiXK5jCAIJJNJ9vf36fV6pCNR5G6XjB/gOg6yLDM5OfkY7tB76ahhmsdLJwjCIcROH4EAtZ/lLAHRQEUr79PUQsSSSaLdLpFWH8+2kVR1JFycbLfRgXang+f7dMNhrFqNmuvihcNEEgnmPvYsWrWFYFjEjh2j027TMXRipSxjmTSdTgezuYtgQK+vUy5vD+5jECBYHVb3vkY0N0E0GkXTNEKhEBE5QMNCay8hGS1MIYRhORTZJi3NQC2AzddAABrrRG0D3wvhe2DZJjHBIkifQJEEAk8E5YPZsg9TSWK6iyfsE3ggNsLs7OzQ7XbRNO1Q+e2TgqfpoYfH7UJcWZbfV0eo6zr/+B//Y77+9a8f9fQ+VDwlLUeEIbFQFAXf97lx4waGYfDSSy994NPrh6lp8X2f5eXlUbRiWNr7pOBuhLLT6XDp0qU7BMKu6943LXS/MQPXhX4fQiGEu5QTC/E4QbNJOpNhf39/EM1wHMStLdxmEzkIEIMAajUSqRS6/yxetE1NN3HiC5QyH0NVVXRF4ZKi8AnHHdi/b2zgLc4RiURotVqDbsd6n0I8wcLCNG+99daovFqWZeRolKSuj8SFouOAoiCk08RlmVKpRKPRYHFxEUmSqFarbG1tjap22u02mUyGQqFw3xLMh8GhSMvgAuNHwviRMMpOhayoQDxOWpBQEegaJnXHAUFADgL03QrxmUl6nQ54HqZpopsmnijS7/VwXZcEEAqFOH36NJVKhZCmYU+GkLp9BMPGkuFmuUXKsZkd6gamxuHyOglPxnFdOp02sYiG69msbe/jbddIJBKkUylmQl3CzjYGHrLXpCfGuLLbB0FkZnoKb+8KSDKeHKG+v0PWboPv4deWMVxQFBVZUlAVh8BswcTHQL73u2RQZ1P8Nh1xk7S/yJT/SULcqbHZEL/FFfl/h0AEKUAoiTyf+z9z0n8RXddpNBosLS3R7/e5cePGqCrpoxCeDvGkkYQnbT53w6P4tKysrLC2tjaKspTLZZ5//nlef/11JiYmRkLv4fceRyr4w8BT0nJEGKZZDMPg4sWLFAoFTp48+VhOGEfRRXqIW0mLZVlcvHiRdDp9KFrxJOF2krWzs8P6+jrPPvsssVjs0M+urKxgWRaJROK+UYTbSYu3vY1/6RJ4HgEgTk8jnTmDcGuTtcVF/O9+F1UUyQYBtNsEloXY6eCl01iNBmVZJh+JoPZ6uEBzX0TKjKOPnaFeq+P7PtFoFCOkMvXMGdZWVog0Wqw3mrgpn3QyyX6zQbnZpBCN8Vq3TX5qis6VK2xsbAyaK2azFD2PUKtFSBQhCBCefx7hYJMa9Sk6SF9OTU0Ri8XY3d1FlmW2t7epVqukUimq1epj2eBuFeIeus62g9gzQAuxfv0q4VwRLZUmZTs4ro8gyhC4NKt1ZC2CtrPHggWNcAK116eDSzKZJCyKxDSN4iuvYIsilUrl4KaIeMk4JEHWNbzyoDfRCHIIxp4lvP02Z+angCl826AenedFK0aj0cCyLFSnTdxZpSdGEPEJIxLYbUSzR80ATQtj1Q1cL6DtqYSNCsmMiOWJqLKAjYoqSihanCAxAYVTEL93GF6nzneV/zs2fVSiVKQrbIuv8or7d1B575m26XNN+v8R9Ys4ZjA4JMUCLsn/ls85/4hoNEo0GmVqaorXX3+dQqFAo9EYObUOozAfdirpaaTl4WEYxh3r2fvh7Nmz770LDA5qb775Jrlcji9/+cv8q3/1r/jKV77Ca6+9RjKZ/L5IDcFT0nJkEEWRarVKuVy+q0PsBx37qIW4zWaTq1evcuLECXK53JH8rceB4eY7jGaZpvme143vI6xeRbxxCUPXsQIVsTh9z7TQELeaAwa9Ht6770Ikgm5ZhFUV1tYQYjGkW7osi+k08ic/ifud76CZJrYgYAgCId/HbLdJeR47pol38iTBzg6C45CPx/n6xBh2NIJqmRiGMfBt6AZUfZFcsci3jR5d32WjUcdXVUKigOL73KxV2bNtJEHgfCKOvrvLzs4OCwsL1DIZaoLA5NgY6RMnEG4RSw+v17BztGVZo+iZpmnMzs5SLBYpFoujDU4URTKZDNlslthDlD0HQUDPc9EPSujvEG17AzLjej66rrPbaBBTQ0RkBVsQkVUZ1/SImw5itcluo055ZxvV9ymOTZMyu4QVhXg6jXT+PGIkAkOH3dugaRqyLGPbNpZlvRdFKpwGLUPQWB1cn8wcuXiJnCAMulRXqzjrbxDSNZptk16zQyofQ5R8ZgoisqURVUUsV0UUHCRJIBtTMLwAOfBwXTA8kXhIoR+ZJDT7mfclgevCHxLq6CS6CdbaFfLzU/RC++yIbzLrf3b0cz1hFx8PzxGoVAYpz4noBD1hG5MWEd57b4d28sN1aHj/d3Z26HQ6RA6M/YYGd0eJJ40kPGnzuRsepPfQT/zET/BHf/RH1Go1Jicn+Yf/8B/ycz/3c3f92S996Uv89m//NgsLC0QiEX7lV37lKKZ9JHhKWh4AD6tp8X2fbreLrutHklI5Sk2LIAj0ej1u3LjB888//8R3FhVFEdd1efPNN8nn84eiWeI730W49AZBJIGr95lprOHHI4dffteBdhNCYYgNys4FQcDzvIHu4fp1xHab8uYm5e1txsfHeebECfzNzUOkBUCIRgfeG2NjBBsbtPt9Er6P7PtIoRAzkQi7zSaRbBbl9Gl26nX8VJyK41DK53Bdj7VWkynTIuh0ea3VYD0eZcL1yQYB/cBiVRI57nh069skJkDJpFlOxog5DrquY9s2vX4fW1XRSqVDhGV4vYaktFQqjZpZhkIhHMcZVcFEIpFDG9xQ7Nnr9UYunplM5p7P9o5p8J92tti3LdqdJsd8l5O3bQyBqoAgEI9EOXP6DPVaDfwA3w8wjD7tlkPLNhmPp1htrvD20nX6/T6TE5OECkW0uReIZtMQiYw+571O8YIgEIvFaLVadLvd90iLIEBibPC/26Bp2qAiKNTFXe+iihpoMmFZICoHRP0OXmgfWQ1jTn2SvNQj1FqBjojrBZidGq7vE5ZFuqbDynYHx3qVfKFAPp8nnU4jEEBzExorIMqQnCJef5e0rtLvtIjZUOnvIL8QpS1sHJpfOEiDEKCoMqqqYts2fb2DEJVQuL9eRlXVETkNguBQKsmyrFFV0lGkkp40kvCkzeduGHo23Q///t//+/t+/9bKIkEQ+MVf/MXHMbUPHU9Jy2OGaZpcvHgRSZJYWFg4Eg3IUXmeuK7L9evXcV2XT3ziE0fyIj/u0HC326XVavHcc88djgiZBsK1dwnSBSr1QeolNTFHaL9MoPchEkUoryF++/fAtnBch15+gv35Z2nrOhcvXsR1XeL1Olq1SvvAHr/b7WJbFqG7LeSOg++6g5/p9/GDgJZlkdc0UpEIpmVhWxaFL32Jliyz3WzycUR2Mlneajbwgc9OzfBDuSKdWo29+j4h22ZvZ4d2p4OYSaNn02x3+wT1Bp1Oh+eee459SWQinaZWqbC/vz96Nu7mMzL8XrPZZGxsjHA4TLvdxrZtstks+Xz+jhOdqqqUSiVKpdJADNtuY+1VaGzsYAY+ZJKkCvn3+h95Hr+6uQYElNQQrudzJfB4s9fhR24VhUoiTjGLsldjMpcnoYbwdZOG72AEPo1eh45tUYzE0A0Dx3GQRIl8Ic/4+DheLocfiwy8VoJgQEDug3gsRqfVotvpPFz0MDWNKl9nLJrDQ8e3HTA95MgMXniMTVHFa5hsBRKZIMuU3CUi9LETMyTiMYT2FrbnkjN3aG7VWG2doVKpoKoqx5QGWXcXORyHICDYfoe0JLKTtUDU6NYNinWB5f0aqfzsoWlFyDLpvcKm9C3UuIbe7lNza3zc+2kU3jtsvN9aIQjCoVSS7/ujcvNhpO3WqqQP+v4+iemho7Lxf1wwDOOJP0B+WHhKWh4jarUaN27c4OTJkzQajSPTnRzFCz80X5uamhqduB83hqf8x7FABEHA1tYW5XKZeCxGDg9h4yZBMgOpLL6hEzgu7XaLeq1GsVRClGX8wKe6sUnfD4j+9v+OLSu4ooQsSYSvXcBp9+hPHSeZTDE7u4BQnCBsWmiuC6qC6zh09vfJf/azh+bT6XTYLpcJt1qIjoOmKEREEU+WUWIxdKAWCtFZWCAlSaRTKQRBwOr2+FNnz/GnxiYJAOXguicmJymsFeh2OrRME1VREBEIfB9VVRHDYRKJBJV2G0WSCIdCaJqG4zjs7Oxw7Nixuwq+hzqrUCiEqqqYpkm73UaSpPfV+gAIQUCuYyAKKkE2T+C5mJbD2s4uuq5z6dIlapEwHcskg8BOpUq/2yWpaQPScvt8ElFsTUXsm4TzaTZuLDPjCMRjSZKhMI5tAxAKhygWBlGBydIYoiThigJKeR9RN0GWcDNJUO/+bAmGxaTpkyKEWOsg5nr48ej7Eh0AM1AI5DmE9i6+Y+ILgBpFFVTmEwXis+M0m02azSYNQ6ApZMj7W8idGyT9Br4Spa8kEBWBgtWi27rJhY0y2YRGPrLNricjSTVCqkpJbCDgYakOnqSjxkV83UTZlJD9GcgfntsZ7yeIB5NsRr5Fv+GSWP4BJo9/Dm7RiltBB1+y3vdzDjEkKbenkra3t+l0OgOX5gOX3kfZSJ+0yMbtVZ5PIj4q194nEU+vwmNAEAQjB89hw8BWq3VkpOVxY+jMe/bsWaLRKOVy+Uj+zqM2krwdnudx7do1fN/n+XPnqP3aryIvDUpNgyCgUZxmuzTHfAB2rzfq42F0Oyiuz839KpOegWX02TbdUXnoeD5PrrZN6JXPMzk5iyTJuOEwwrPnGdvaBM+hXq9TTyTQXZd536e5skTj5jU6tksvkSVcLDLbaBANh9GaTSzTZN8wiCwsYJdKuLbNzs4O+XyeeDzO9VaTX7l5jVAkyvOpNKcTqYGTLfBcLM4fWCZnnnkGz3Wpd7sYro3nWRSmJvBFkb4Q8HHT4sb16xw7dmzkoHrsttTVreh2u4TDYaLRKDs7OxiGwcTEBLlc7n3FfmLPQDAsbFkcpVnCisKJVIZ6r8vs7CxLVy5zrN3lGWRSsoItxekLMuu2d9eISKAoeCkFgoCZfA59Zx+v3x30UwJ018EXRJKKihoOk4rHcQpp1N06+D6+IiMEoOzXkdN3zl9wXNTyPpIkUyNAsm2U3RqOJOFH79x0b7VTH1ZsTZsOaqDSJ8B1PMKSSCiqELRbZDLPjMqKDcOg1WrRaORY3amSiLtUewHl8jKqqjBeKlKQu1wVIuitKrpoYvkKguBgmib5lEQocMm1n8GINSFsgeFirmdZ6W6SCGcPRdAkFI75n+MYn+NG5waVdoX9vQqzs7Po1Lkk/xtq3KCx0CQsLXPa+/MoPFwVyvulklKp1Mjg7kE21ieNtDxp83mK++MpaXkA3C+yMaywSaVShxoGHqXu5HHhVvHq0Hxt2HjvKDAUgX4QGIYxMuebmpoiuPoOsfou9txx6vU63U4HeWWF9Yk9YiefI/n2HxESAoRuC4KAnYXncAURPwiIhDRCvoUbDhPRNGRp8PWdnV1UNYzj2Ph+wMTEBKGPvwKmjuQ5VG7coPHOO1jf/jrFWplUAGlRRM0XUX/sL6GGNbxqlc2lJTZ2dgjlcrR8n+P5PN76OsqNG+jNJn3f5Q8dk1irSSrwudxp8SfyRX6kNCg9fCmeYrPRZNd1iEWjJMMhfqrdp0qPS602uWiUF2IJipLANwyDSqVCJBLB930qlcpdF2PP8+j3+xQKBVRVpdls4jgOyWTykNnUPe+hbYMgYpoW3W6XbreLCAj1Gm9fepvK/j7PRZK0wjHykkwWCdd1WHZsPtlzaF1fRp4aIxqN3vleBQGCaVFzLK7dvI4ITGRzzGZyNKoVbNOiYurUq9uk6vtModC2TLa3t4nGoozni3jVCtd3N3AcZ/QcZ1zIeWCLAq1WC1mWKeZySM0OflQbCIZ7vRFR6XQ6d7wDdaPPuKCiKiFkJUCRZARBwPXsQ+kOTdPQNG1QidFYJ6ns023oKIpCPJ4gm05BJs25yeO06/skxGU0QihqiKxqE/XbYLlEFA+0sxA4VJUmjhKnXq9z9epVzp8/f9e0c7FYpHKQIpyemeJN5RfRhSpRd5y+LbEtfg8IeNb7mQd51e5+/++SShqQtMaoX86tVUl3WzufxPTQkzSf23FU6/H3K56Slg+ARqPBtWvXOH78OPn84bjtk05ahtqb28WrR/nyflB/mXq9zvXr1w9VY0mbN7GVEJcuX6ayv084HKYYVhj3dDqZAv5nf5x0r0E0omEXp/EMiwUtjOI6qNdepxQK4+ZyuK6D1G3xuh9GaLUZtoKSJAld79MJhdD1Pm+++Rqrq6sozSqngjbNsSkESWR8fJyEa+EvXcB87hO8u7tLfm6OH/j0p3nnnXfQNzfZX1riZKdDT9fpCAKy0efLQcAf+QGCrDCeSvHHtQqfyOZJKiqaqvIDskokkaEwNUVODSH4PktLSzwjKqyvr+NGe/RTKTRNQxVF8pZFpNEgnE6zub7O7NzcoWvYaDQIgoB4PE6/32dnZ4dwOMzE1BRoGq7vI9/n1BmoCgSDFFUymcA0Tcx2l7VGjbW1NZKyijwWRpFdwqpGFRd8n3FECvk8mCY31tboGcYhQa+iKOzs7hJuNlFlmXQ2g4rIVCaH5Tis7+9iOA7PnzxFD3Eg2GVAwEzTHHSuDgI0ZUDE3L7OGDIxBBQGz7TjBYQliYSk4Hf7OLbNcq9Js9W6o0loPB4nHA5jGMbgb8RjtHb3SaZzRLUYoixi6R38yfFRZOx2mGoaVdNJWw7y3ByZdJKY5ML0y3wqfxzTNKld/ibx6mVUr46kG7hKGDlzDKw2Qe06TL6EdPLjFKRNtra2Bl3Hr1/n7Nmzd7yryWSScDiMaZpsdS7Ty+2SCKbY3N6k2+1SLJ5gR3yDU96fP+Tm/EFwK0mB90Tb5XKZbrdLNBodfT984G/0JEY2nmTSAoP5Pelz/LDwlLQ8AoIgYG1tjWq1ysc+9rHRy3grJEka2aU/aRhu/qdOnfpQ3TIflbQEQcD6+jqVSuWO6x2EI+B5gw7CisLk1BTjYYXg3PMIi/O888676JkiJ08+Q0SEQXvDgZDZ/pM/gfat38XrdzBsl6tqgs1wmqKpMzc3T78/MC5zXZdut8dbb73OxsYaoigyLoHgi5R3dnAPUjIvv/AxnOVrvOEoh4js6dOn2d7eRi2XCVIper7PbrVKM58l02oR3t+nKUkDrYok0bTtQSrk4DQd8nzGwtrwInL69GmSySSyLLOxscGNGzfQWy1+LJdD0HX0WAylWqXzh39IJ5Uiccs9Hlp/p9NpNjc3abfbJM8/y3+RIVi+jiZJfKk4xrPJu5fo+7EIgRZC1U1sL0B0XNRQCC+TZGZmhvNnz5L1JeR+D7mvIwc++D4RWUELhRAEkTPHxvFleWRBv7GxwdbWFp7nsZjO8Uw6z+RLHyfo6fjdPju1KqlwhJNjacYzWWIT41ilLKHNXVLFApOTk/T7fWTXpWz0CUkyC4JKLBJFjUWQHA+lrxMTBfxAxDBNvF4fx5TwcXDwUFV1VC0zbG9Qq9VGp9xkoUB4ehp5bQ3H6oAZQDaLsLh4z+fWFxVY/AL97/46oaBPWE4OTOVyg6cwHA4z+bEfpL+3ABf/D/puDCuIgaGQzZ4g5PWheJpUYpzoTp3x8XH6/T6CILCysnKoWScMNrZiscjGxgaV+h7khAGh8z0CAkRRIiAg4OgOU7eLtvv9Po1GY9RrLZVKYVnW0+jBQ+Aoo9/fj3hKWh4Stm1z6dIlYrEYL7744j1PDEdpAAf37m10PwzJVq1WuyfZOko8CmlxXZfLly+jqurdr/fiM/Cd/0Y2miB38iQT6SQ4Nt7p89R7PSzLxLZDiKIHDH83QBB8QscWCaaOUV26xvruHp6s8skDMerNm6tkMllM0yIUUqlW9+l0WkxPT5PJZBBXr9O/+gZGMCBAnuexu7mBrYZ57rnnDpUnxmIx5ubmkHZ36VgWlmXhGAaOFUOQJUpqmOu2TaVWw0klqFoW4QMSBoNn7nZMTEwQj8cJhUK8/fbbpPp9nFYLR9MgEsERBEK9Hq/9l//CK3/uzxGLxdhrNak5NkgSsiwPUoOJOPVSnmc0jbAkobsu/3Fni7SiMh258zTueB4brolZrxDxA0x8nHiEM88sEk4lOPXsc4TWd0jmsxjlPWTHRgoEfFkEzyeQJQJZHrURUBSFRqNBJpOh3++jayHWHINSwycpSihRjXA3xHQuj0uAHIDc6eGO5/ELWdRqg2QoTEIJYeDTb7ikRRmzr7O5t0uv20PTNOYzObJqGMN1sG2bltEnVipyPBRjZmGKSCxGs9mkXC7TarWA90jAxMTE6H4G09PQ7YKiwAN41lhihDXlOKomUHjuEyDeJhQWBKKlY7A3gxio2K02rusOxOo+EHgIgsDU1BRLS0uDTtmCwO7uLrFYjFKpdGi4YrHI5uYmxq6KtKjRsaoQQDgURmefTLCAehdn3aPAsMw8FosxPT2N53m0220qlQoXLlxAkqT3TSV9WPN8kmFZ1oe+Vj/JeEpaHgDDh7rVanHlypU77OHvhqM0gBuO/zCkxXEcLl26RCQS4YUXXvhIwrMPS1r6/T4XL15kenr6Totp30O88BrC1bfxDZ2U2UMWS6CN43/mRyGZpr06MAxLDHM9HP7bwxLver0Bsjr6O7u7u/zBH/weU1PTTE/PkEolKRSyfPnLX6bX63H9+nWqoko+Gqfo2liqRmD02V9dpv+JH2LnypVR3j8WixGNRgdupOk0kmEgSRJJTSPtB7QDqMYi6IrEuu+gNJv8urKOIIqcDEeYCoK7kpbh53r++eep1Wr4u7vU+330dpt4PM78/Dyt7W2kdpvf+4M/oHN8ngu9Ntv5DG40xHK/x+7uLu1j02Q0jV6zSc00SafTKLLM2+3mIdLiOA7lcpnd3d3Rc51MJpmenh710VpZWSFQFZxcCrnWRI1FUXoCru8RRDUE38cZz4+EuNVqlZs3b+J5HvF4nJdeeoloNDo6oe9UqmR3m4QVha4kIQU+jmXR6RvU3r7IamAj+wEaAi4BbXcglA57Hr1ej3qtjq7rmJZJLayhiRJV22B7fw/Td/kTp08RCqDT7XHj5k16vR4wOHAMycrtm4WgKPAQ0clOpzMgJok0wu2EZTSoCOlZtOYG2tgYlm2j4BMIEsQG60w+n2d9fR3btslkMtTrdVZWVohEIrc834NWBul0mkajwczun+Ut5Zewwh0URUILZjjn/s8IfDSb9JCkhEIhXnjhBRzHed9U0lMMegg9LXd+D09JywNgmJ7Y29vj/PnzD9QD4qg1LcPxH0St3+12uXTpEnNzc3eczD5MPEz10Ps1aBSWLiNe+B5OPM2OEoFUkvFMGu9zX4bo4CTZ6XQA7vr7vV6PK1euYJomsiwzMzODYRi89tpruK5Lu92mVLKZnz/G9PQ0oiiyt7dHvV4nnU6Tz+cZ//znML79+xhLV2jLCssTixiuwIRhYBgGtVpt9Pfa7TaqqjLfblPQdUTHIWQYTMTj3AgEDDWMSUDOtrD3K0xPT3Ox18HxXY679yaYiqIwNTVF+cYNUkBjfx/fHzjMTk1MsN9u83qnxf7uNmqvT8gw8ID/2m+TqlYRZiZxLBvdHmg6bNtGUmTsA3Jp2zblcpm9vb3R85xOp5mamrpn40wvk8TXQsjbFWqtFp7jEI9FsEsZgqiG7/usra2xs7MDDDbkYS8kOHxC9zxQ9jzyiSQKoNsWgdAnLYkEvknLc9kzTcxhV2vPw3BsUskEaiJOEATEYjEymobiB4QMmahpkNM0TMOg2+tzdV/HP7iW4+PjjI2NPZbu1vDeM3g3z5xDmHgerC70a4QEgQAJjn0K5MHmLYoik5OTrK6uYts2Y2Nj7O7ucu3aNZ577rlDfaKKxSK7+nVutFaIBqeJmzGK2gIvpr6IyJPhRyIIwn1TSY7jHKpKetJ9VI4StzdL/B8dT0nLA2B3d+BB8dJLLz1whOKoScuDRi22t7fZ2Njg3LlzD9274nHjQaqHgiBgZWWFZrN5Xzdh8fq7BIk03b4OQDidQQx8gp0NgsVn8H3/nqRld3eX5eVlfN8nCAJCoRArKyuj70uSxNjYGC+++CKzs7OYpsnNmzdHepBsNsvi4iK2bbO08Bzd4jyqqiJZFhPJ5GgD7vV66LpOr9fD930alsVULIbd6aC6Ln3XJSSK/MmbK3THijhzM3Rqgy7U+5UK+ekpLnba5AUZ13XvSVAty6KbSpEECr0ehudh1mrU02kyZ87QaVXxmi3Ke3t0Oh1i0SgdWSKUiPGpbI61cIhUJEpE0xAkiV3L4KQWYXl5mf0DEgSQyWSYmpo6dLK/F6SujuR6iJKI4suEHZ/QzS16U0UuHQhDBUFgbm6O8fHxuw/i+9RdBw2feCRCz+jjyhJhRcYOINO3ubq/RTQaJZFIMDY2RigUotfrkVmcZ8pwDqI6AUE4hCFLhJbXyMTiaGENq91hBxclFGJycpJSqfTYI5DDXkfvS1oUDY7/EBhN8ByIpEE6/OyXSiW2trbodrvMzMyg6zrtdptr165x7ty50dx7uStsy/8OvW8iKzJhLUy2VkJAoCy+yqb4LQREpv1PMe6/iMBHL4q9Vyqp0Wiwuro6itI8bCuJ98P3g1bkUZol/veMp6TlATA+Pv6+6aDb8WGQlvuN7/s+165dw3Xd93rxPCAeRS/zIHg/ojVMYUWj0UPl43eF64IkjVInsXgcem04uCbDstWkqiLW6wThMF40ysrKCjs7OzSbzVE/ln6/jyiKlEolJiYmWFtbIxKJkM/n2dnZYXV1dRTVWlhYoFgssr+/z8rKCi+88ALdbpelpSV6vR6O47C9vc3HPvYxisXiaLrlcpm9nR3G19fxNY26ZdEzDGKCQEJVebFS5Y14BM800Q2DsKZRbTSRq1Wu1pqoqko2myWRSJBMJkkkEqNogGEY6ILASiaD326TD4WoiiLf63RIrK8jZOJIkogoCEiiiOM4CIrM+MQkX/1TP8Y3uy1ebdbRPRfXNll0A9pXr9M+WNCz2SxTU1N3bLyu6+I4A42I4zjUajU2NjawLYvJtgmOB6ZNrdvB8lwyQZL2xatU9BZyNMLZs2fv7kwbBEitLnKtRaTZRUNEkySkWJxavU6r08VLxhjPZHlhLIeoKnieh+u6iKJIPB5HT8aQ8yEk2yWQJQxJ4LuvvkptbYP5bJ6MFsLUQuSmZzmZzx+JrsH3ffr9PsADET0EASL3Tj0NyfTm5ibb29ucPHmSd955h263y8rKCouLizjoXFd+jaQySXVvjZCqkp8vUM79Nlckl3XpDwgHg7/xjvz/pufuccL/scfyeR8nbtW7wICY39pKIhaLjb7/QbqRP2nl13fD00jLYTwlLQ+AR3moj1qIe7/xh14mY2NjTE9PP/T8H1Yv87Dj3g0Pm8IKFk4jXvgexWKRfr9PSBQG5nJj0wC0Wy1S9TqTloXbaOC5Ltu2zUXPo3bQd2e44N2aEnBdH8cZVCPt7e2NNp1cLsfi4iKKonDz5k06nc7I2yYWiw10Jb7P/v4+iqKwubnJ7OzsaL6hUIhEMkk0FMLXNKwgoG+a9Pt9UppGVhRJeh6tWJSxsTEiqRS6KFDsdKnValy6dGlUhhsNa+QiURKpFHIiRrVaxTAMOr5PNRpl+jOfIamqbH3721QqFZROk3o8QjyRIBaPs1OtIosiH5+ZJRqJ8KVIhPNajGtbmxjVFqrj0nMHHZTz+TyKorC3t8fm5uYhknL7vSyXy4NTMJAnRBSRnmMfVF91kRGwfRfJMBFiUa5fv44oiqiqiqZpA6O6cJi4IJFp97Fkma7rYIsicVHECXy2e21QVRYzU0QVldTxWbjlOW02m6yurlLe3h78TVkekDpdZ2VlBd/3mRk7TXJxkdnH2MT0bjAO9EuRSOSxuZmOj4+zvb1Ns9nEtm1Onz7NxYsX2dvbIxqNEpmwCPCJKEm6nQ5dBBYWFtDlCivi7xJ3ZjB6gxLxVHaKVenrHPO/8NhKoI8KoVCIsbExxsbGRr46jUaDq1ev4rruI6eSvh/ccJ+SlsN4SlqOCB+WpuV2VKtVlpaWPlBn6Q/qp/Kw4+7t7bG6unoohRU4DkGzOWhAmMnc0fjPP/MCtOqImyvEXBP6XbxXvggHpbr67i6ZRgN5fJy6ZbFTLqOYJlo4zNxBOfLExAT5fP5g0RIA8aAsM8PHPvYy4KIoCgsLCxQKBVzX5Z133iEajfL8888fIoPHjx+n0+kQj8dpNBoIgkChUBgtNoIgEADi9DT+zg6qLBMKhZCBkKYhyBKyprErCXhRjVOJFD+VymLaATtadJS6kC2bRTUKjk9QadLf3ufG5cts7O6wubk5iDLoOhMTE/zoj/4of/iHf8jupUv4qkhjbpaeINDPpcmul0nNLPDmm2+ytbVFrVYbeZWkUiny+Tye57G3t3fP+ykdVCGpqjqKBE1NTaGqKuGeRazdJzI+jlyrYRkmfhCgxeOcmCxRC1xM08RxBk6w5i3dmSc8Ad3x2djdod6oc2z2GBPTs7i6RXZinLFCkRACXjpxiLDAQJeiaRoTExOUy2XK5TKdToe1tTUsy+Ls2bMsLi7eU4/zOKHrOvF4/MGiLA8IRVEoFovs7OxQLpc5efIki4uL3Lhxg9XVVRajkwQ5H9MySCSShLUwSD6G0cdrBPS7+4OBhIO0qQyW0EYNnmzScisEQSAejxOPx5mZmRk5GA9TSbIsj6Iw75dK+n7oO/SUtBzGU9JyRPiwqoeGuFULMmwl8LjGfly4fVzf97l58yb9fn8UtQDwGw28N94gcF0AhFAI+aWXEG5d/BUF/zM/it9psvnqd8j+iS8OOjUzuBbu/j6BILBRLrOxsUE4HKaQTPJcsUj85ZfvsmmJOI7LjRvXMQwTSRJZWFgkkYigKAr9fp8LFy5w7NixgdvpbQiFQiwuLnLt2jV2dnawLIulpSWeffbZkTFUEASIzzxD++JF1EaDfCKBL0n0FJlXY1FMUeK064IaQotEmB4fB3+gh1hcXCSqRYhs7GI5Nn3Lot/vE+75vFia5M2LF9jf3ycUCo3s9YdkYmt9HdG26CcT9D0Xp9HCKBb4L2aPc6+voRyEyNPpNGNjY8RiMRRFQVVVFEUZ/beqqodIyu2Lfb/ffy+65Ho411cRWh2SkSimrNAXIKaFmTp9kkllsPR4nodpmjQaDfb29tjf3yfuCQSiPPDz8AMkSaJLgB54JNUwIUnCTSXwMofvYRAE1Ot1lpaWqNfrwKDcfGpqilwuhyAIzM7OjkTe4XB4pJM4iuqMfr8/2lwfJyYnJ9nd3aVWq2EYBoVCgV6vR3l7i3e3f59+usF+5DtEjuWIEWPN+B5CeQJhvI8oOcTCKaLRKL5kI6GiBdnHOr8PG5Ikkc1myWYHn+NhUklPotHd7XiqaTmMp6TlAfCo6aEPi7QMvWPi8fj7a0EecuzHiVurh2zb5sKFC2QyGc6fPz+ac+B5eG+9RSBJ2KKIoqpgmrjvvIP86U8f/myCAMkMRiI7IiwwqAzyAFmWKeVybG1tEY/FWFxYQEmnUZJ3bnb9vk6lsk+lUgEglUofLHDCKHp19uzZ+56aC4UCtVoNz/MGZnKqyt7e3ojkBEHA2uYm29PT5ONxZkSRarPJ5XiUNwpZQn0d23bIxhNoisK3axU+dyBEdl2XxEHvHSWq0d+vkMlksaNxtFCYydIYrd6gh9KwEWKv18M46I5szExh2Tb6xiDFk1JV3PkFxLlZPlkaZ3Z2lkQi8dgW8N1qhdVWhclApKiEiaaTmO0W180eY/UaxWKRdrtNvV6n0WiMIi3JZBJJkJlQNVK5PD29RyqRxDAM1nCYXVzESqcP9S/yfZ9qtUq5XKZWq9Hr9SgWi4yNjY3SKcPT95BUBUGAYRh37aEzNJj7oBimFh83aQmFQmRKcZa83+F3vX9PQZ7i2PwXMNWLbGlfx16RsOQ4fmYTW9tG7hQRcy3UlIioVlAJ42BiCz7Puj+DzKMfcJ5EPEwq6fuBtDyNtBzGU9JyRDhqcdeQFLXbbS5fvvxA3jEPM/ZRkJahwHc457u1Pwi6XQLbJojFqGxvA5CIxYg7DhgG3OPlvVVQ12636cdiKIZBMhLh9MmT+J6H2+8TOn/+0O/pus7y8gr5/BiGoROLxYlEInieR6fT4Y03XsWyLD71qU89UPXV4uIi7XabRCJBtVpFlmWy2SyiKFKtVgfzlCTGP/95Iskk+rVr3Nwt4wKC62LZ9iCiIYj0PRdFHfiW2LYN4rCvlUwmk0UQRGzFJKlp/OAP/QgXLl/g5Zdf5tlnn8VxHPr9Pq+99hrb29tcmRpDaDSou+6gsqrdJp9KMTY2wXPTsw95J+8Nz/NYWVlhf3+QhrBLBdTZWQjArFYov/02N/5oi2KxeEjnoSjKKOqRSiZRmx3k8h6i64Blsx04CLEo6Vs8Uobpq3K5PBJkq6rK5OQkL730EpIk4TgOu7u7AId6KwmCQCQSIRKJMDk5eaiHztra2ojkZLPZu/dJeh9YloXjOMiy/Ng3nACf2vxv02i9htpP04tX+Zb7v9JOVWndUKnsDiq+5j5dQoy3KEln8SWJnJyhJaww4X6cMGlKwXkSwf27ej9ufNjVOu+XShpGQLvd7mOtSnqceBppOYynpOX7FIIwiAD0er0H9o55UBxVaksURRqNBltbW/ecsyBJEAQEnkdIVTFMk1a7jem6BLu7jM/O3nEKHkaGhl9vt9u4ikLw/PMIe3ukFYWW47CXy7F4IPINgoByucz6+jq+76NpUbLZHLFYgkwmRbvdZXd3h06nM3IjXVtbo1AoUCwW73l6VhRlVA69sbFBv98fmYBtbGwwPT19SFORz+cZ39vlkueS0DRCIZVoNErVsfnh7DiqO1jkHcchCKkEYRXJcolGIgNfEselq0jMzi/QN3Xm5+dHFTmGYTA9Pc3U1BRhMaCnyEz1etRrNc6cOYPhOcxEH18ZvGmavPvuu+i6jiiKLC4ukkgk2KtWqdfrtNttOp0OrVYLXdd55plnyOfzZDIZEonEoQ3Dy6Xp9rq0Oi322jWCdIIT0wORtX3QKXt3dxf3IIWoaRpTU1OEQiF2d3dHz8LOzs5AdJpK3TdKdnsPnWGKYX19fZTmyWazoz5JdyAIgGBgFMdhf5bHvRE2hVV6yiZhq8R2eZudzSpS3MKfWgf/FKZpIkkCSlpAVZJ0jSZmUyCVTqGGY+Q4ybj/0mOd04Pio67WuT2VVK1W2draeuxVSY8Tuq6P5vsUT0nL9yU8z2N/fx9BEEYnyseJo0gP+b4/2mTuW4IdiyFms9BokM/nsU2T/v4+9UiEarnM1v4+U1NTjI+PHzIju/UE1263AYhPTyMfP07UNLn0xhv4QcCUaeIfNB0cbiyTsRil6h6tC++iTUyiZtO0202mpiY5d+4czWaDra1Ner0u29vbg67CBy63xWLxjsUtl8tRKpWwbZutrS0EQaDT6eD7PpOTk4c0MZlMhjFZ4azjcUUS8QjY1nXO5PJ8IpOnd2Apb9s2CAL2eB612kHs9fFMk33PoROS8P1gZIc+xP7+PqZpDqpouh3CMY0zP/BJSukM27UaMcdDLG+zpWk0HIeMqjIZ1h5pU6nVaiwtLXH8+HGCICCbzVIul0cpkuF9On36NDs7OyPh7rFjx+4cLAiQKw1SHQPb9ZhWNaJyhLA8qNwadrCGQSnx5OQkmUxmdJ2H83ddd2RgN31AeB4Ut6cYut0u9XqdcrkMDAz2stks8VgMsbkGexfB0SFegomPjebxuFNDAJbQAQRi0SjdzsDvJqOlCVSVseNjRCIRHMdBESsE+GCrIDiD90UA5SMU3T5p6RhZlkeasWEqadhN23Vd0uk0mUxmkLb8iAS7hmEcagvyPzqekpYHwJMUMhxa20ej0SN7kR43aTFNkwsXLqBpGtFo9L7ln4IgID3/PFy9OqiyEQTC58+jlkpYB5Ugq6urlMvlEXm5db66ruM4zqiMFkDRNArFInt7e7z11lsEQYDv+4RCIU4UCkSvXaNnGFj9Ply/wt7GKrlPf45MJocsSxQKpQOxY2dg/La/T7/fZ21tjbW1NdLpNMVikVwuN7of8/PzNJtNotEob731FqEDA7O527oui6JIPp/n/P4+JyWJCjbHogl+YHYeQRCwDzQtIyt/WcadKCIEATtbW+zbOmEBgmBglDeMJgRBwLVr11hfXyefz6M6Lj+RzhFdPMm+bfHpdBZhfZM/aNUpX2iPrPhPxhL8hYlplAfcWIYC8KWlpYGINh6nUChQrVaBwcl2uPAPoxQLCwtcuHCBnZ0dstEYmVicQJEHHaQFAcG0kVpdegJs12qIokgkFmP/0hX2gkFkJZPJMDk5ed8qoJ2dHdyD0u0PUi0kCAKJRIJEIsGxY8dwDhpk7uzs4NVWmbRXUKIZ1EgMtV8nWP4GXWuQijoK0pLwp0AOSKUTzM3NkcvnUJIOgnAML2LgyzKm5aJ4KRRJoRfYIATo0j4xv0AmOP7Y5/SgeNJIy63zuTWVNDs7i+d5NJtNarUaKysroxRmJpN5pJTho+KppuUwnpKWI8bjDIfu7++zvLzMM888g67rGIbxWMa9HY+TtDSbTa5evcrJkydHfh3vByEUQj5/nuDcucG/JYk0kM7nqdfrbGxsjAy1hg3uhumsYbO7TCSMUF4DNUSQKxGPx/nWt7418rYYHx8fEIg33sCXZSrdLrV6nVgsxvF0BqPdpioI7O/vceLECcJhjVgsPmp+2Gg02N/fp16v02w2aTabSJJEPp+nWCySTCY5ceIE169fp9FokMvlCIVCd30W8vk8+/v7aJ7HjCgR6vVHPzdMRQzLkQF830OSFARRIhQKEYnEuH79Kqo6aLLoeR5vvvkmq6urI++TxcVFjh07xnThPQ+cN0WJlRtXyFg2aq9PNpvlaq/Nu+0WL6bv31/HcZwRCdzd3SUIAhRFYWxsbNQxOZvNkkql7tik4vE4szMzuOtlpJUtpGwGUZTwkjHcQgbRtECAeqPB3v4eITVEqVQkLkgUi9lDDQzvBc/zRlGWW7UsjwOKolAoFAYasuurOEaRarNLbbNMOp0mIbvovcG7+TjLnYeIkmfB/VFuSl+jsBgGOghE+Lj715GCEBf6v0etXmXR/CTauMkfBP9PfK3HePAFTnp/BonH06LgUfBRp4dux/1IlCRJ5HK5Ubp1WOV2a8pwSGLu5dz9OPBU03IYT0nLA+L2FMSDYFgt80Ff0mFpcK/XG1nbmwdpjqPA4yAtQRCwubnJ3t7eqKP0UIj6oLjdmwUY5aOH7qu9Xo9yucwbb7wxEsGmqtvM3vgekqYRBAEtSWW9uDAykpqcnGRhYQEAp9fDEQS2D7QPxUIBy7KplzdZWlnB9z0Mw2Rubh7XtVDV9wSa2WwW13WpVCpUKhXa7TZ7e3vs7e0RCoVGeotisYggCNRqNbrd7h2n73Q6jSzLI8M2wzAwTZNwODwiOo7j3PIs+eh6l0plH9u2WV1d5nvfe5Wf/MmfoNfrce3aNZaWlhBFkVOnTuH7PrIsMz4+PigHd12CIGDLtRnLZHCbrZEOZToSw9yrInkifjxCEHpvMTYMY1Tts7OzMzKbUxSFkydP0m63ee655x4oujAdT9FX67Rsk161wszUFHKrixcJ0+h1ketNer0eqqoSjUVJReNEUkkyc/cXjg6v0e7uLo7jEI/HH9mv6EEQOCa9vjGqSkkmk4hWC0vvEgQKly9fHmlhIpHIY9uwF/0fpRA8Q124jkKUon+OEINo0pz3RfzaMoqcZdyapvDOIF16fvKjd7590iItD2MuFw6HGR8fH71H3W6XRqPB5cuX8X1/VJX0uCPgTyMth/GUtBwhhhU+H+QltSyLixcvkslkDhmaHWVJ9QclLZ7nceXKFURR5MUXXzwUfn1cRCuXy43IS7lcxnU96vUmZr3KsY1ryFPT7PX6uI6D1Nknb3ucPv0sruseMjLzkkm233qLVDJJIpkkomk4hkXL8/E8D1VVkCSJZrPB8vISlmUQi8UolUoj4jJcyIxej9rSEu1qlZ1qlevb2/hBQDQaxTRN9vf3WVpaOriPQ0O7AFEUyeVy7O3t4bruwd9rMjY2hiAIuK47Ii7DE51h6Ny4cZVWq4VlWYji4PsXLlzAsixs2x54u0SjdLvdkTldp9MZRW3mfIGqGqKfz1OtVjkthTjdc0ioAnKzDY0WzbjGvqlTr9cxDIMgCKhWq1QqFaLRKPPz87z44oskEgneeOONB06HSD2deDrNzuoKvV6PIAgoJFPsXb7GumuwiEIuGkOdPUYunSYZi+EUHqy7su/7bB9Unj3uKMutsG2b3a6A1q0jyLFBpVE4TN9uE85NUwh7nDhxYlSpYhgGiURidDr/IC65AgKpYJZUMHvH94Yaq2G5+zAV+iTgSSMtjzqfW1OGs7OzuK5Lq9U6klTS00jLYTwlLUeIYRXOo3aMHaZWTpw4cUePlqPyUvmgY+u6zoULF5icnLxjw3jccxYEgXw+z7lzzzI1dQzLMulurxNSFVp9g7ffegtVVZmenOCYbzJz/jmu/d7XULdu4IoO3ewYS/0++VCIQhCQiscRfZ+bvocTSzA7FqNUGkMQoN1uYZoG7XaLnZ0dlpeXiUajRKNR8vk8U8Uixc1Nio5DxnGI1uuD/kGZDFokwuXLl7l+/fpBlKbA9PTsgZmrCAQUi6URaQmFQrRaLUqlEktLS+zs7KDr+kgXk81mR8TE8zwcx6Hb7VKpVEaW8QsLC8RiMbrd7ii6NNzEBEHAtm2y4TBztskVXGZKY5zpWDQEn5IsUet2sXQDYd9nG5vg4Hp3Oh1UVeXUqVPMzMwwOzv7aAuyLCIJAvl8jnqjPhBpd/sYkRChWBjGxtFsF297D0eScCYL+JEHM4CrVqujBnxHVXUx7BLuuSlm1ASluIyCSWCZNEJTmHaYaNQfufNOTEyMmngOjc9EUXxP0PsYq4yGWq7h/QaONH3xMPh+Sg89DGRZPrJU0lMh7mE8JS0PiEdJDz1qNCQIAjY2Ntjb2+P555+/q1vnUUZaHnXsWq3GjRs3OHPmzEjYeSseL2kRGEYqkskUkYg2IBW6TtZxIYBoLI7r2CRicXxBRvz9/8ypSpm2YdD5nV+HZIYzf+an2S2M4exskUwmebtc5kK7hfvm9/jKV36CYjEHBMRiYaLRV+h0OtRqtVGqp1KpsLu7O+isLAiYikKr1aKQzXJKUXjl7FmasRiO4wyaJu7toesGa2urOI5NJpOhUCiQTKZRFAVZljFNk1qtxttvv00ikeDs2bO0Wi1mZmYIgoDl5WU2NjbY3NzEsqxR9CQej7OwsMDGxsbIIh8G3YEVRRkRmGHUJJFIMB+N0TD6lPt9ZAROxeKY1froKkdEial8CTkaYXt7m0QigSzLHD9+/AMRAl0LE5T38Ps9prNZ+oYFBFRci+dOPkc8FqO1X6GKS0QRyIQfLFLgeR6VSoViscj01BRip4/U6iB4Pl4iipdKgPTBNqnhc+77PvFEhvypT6DYbXAN0DJsX7hGQP+OjUYURVKpFKlUirm5OWzbptFoUC6XRz4hj6PcNhwOj4ipZVn4gYeTLXNZ+neEghQT/ktEuEujyg8BT2Kk5SgI3YOmku6m+bodT9NDh/GUtBwhHmXzd12Xy5cvo6oqL7300j0f6KOOtNwq/Hw/BEHA2toatVrtvi0EHt+cJYaExfcFYtEkresX6V56G1nXsRyHsN5lemqKaDhE2OhRV8Ikymt46QLNtkEiFKPoBRiX3iKy+Cyh4hg31pa5tLdHMp2mUCgQDquADwhEIlEikQjj4+PA4CTVbrdptVpsb2+Tv3YN3bK4ce0aOA5jjoOcSND65jeRUyk+fuoUW1tbiKJMu92m3W4RBFAub/P88+dJpdLkcvmRwHV1dZUvfOELLC4ucvHiRWBwmisUCkxMTKAoCq+//jqrq6vAIA2Szw9+fyjQtm0bSZKYnJw8dP1VVR00WOx00ByNL42NEZkMoa3tEKgK9aiJosho4TAqIkZUYXltFd/3iUajnDp16pFt7/v9Ptvb29T29pitNcgrGilVRYhobMmALHLp4iWeG5sg1TMRkFFND3VjF3uqCO+TUqlUKti2PejSLamou1V8WQJBRKm1EA0LZ6JwyFH3QTE8TGxtbQEDrdLCwsLgHT1wZB5GwCRJOnSNAt8HywJFQTj4DKqqUiqVKJVKh5xbr1y5MtrYstnsQCfzEBu9IAioqoplWXR7Xdpz36J7bBNBnMLHZVX6PT7u/s27ppaOGkEQPHGk5ajnc79U0vLy8sDh+ICs3k33pOv6Axlb/o+Cp6TlCPGwpKXX63Hx4kVmZ2dHm+O98KSkh1zX5dKlS4TDYV544YX7LgCPZ84DLYjruvR6XbrdHonVK8Svv43mOliGgYiPqKgkjT4qKq3jz2HtbtOxXLobW+TUKKIvoPddnHfeoWkJaAuLhMORUWTjvZTeUFA3IEkDEhMQDocJhzWKxSInTpzAlGWsVgtBUQh2dlBEkY5p0pekAYlYX2e7UiE3NrivoVCYcDiELCv0ejqGYeH7A4fj5eVlzp8/PyJ/w7kMy54dx+HixYuD3kPhMDMzM5w8eZJIJMJbb73F3t7eqK/O4uLiaJxwOEy32yWRSKAoCs1mE8uyuHbtGidPnkRNxZGaHbIH5cGC47Lp9FjaG0ReSqUS8/Pzj7TIt9ttyuUyjUYDgGy7jeZYWPEogSoiSxLj3S52ZoxGt4ezvU9TVai0B+XYKcdFrrdxi/eO7gRB8J4vy9QUSqONp0h0+4NKu2Ihj6ibCJZN8ICRmyE8z+PGjRvU63UEQeDYsWNMTEwc+pnGXo83/mCJ9aU22YkI2rnBs+7v78PVq2DbIIoE8/MIx44d2pxud24dbmy390lKZZKEIwoSIQTuTbw0TcOyLOruCmbhBll7DqcZIhrN4Kodrkm/xivu3wagJaxzQ/rPtIQ1ksEMJ7wfIx3MP9T1eVD4vv/fZXroYXB7KmnYTmJ1dRVd10e6p2H1kmEYR9Ib6/3w2c9+lm9+85vv+3N//+//ff7BP/gHRz+hAzwlLUeIh9mkd3d3WVtb4+zZsw8kZnwShLgPQ7KG4z4eG++ARqMxqHgxddSrbyDmxpB9DxwHxfcQBLj8zCcYn51HNy2MegN6HRJqBlGWkVUFwTKwlCjq6jL9fJ5oMsXi4iKnT59mZWUFWR5sbLY9iDpJkogoSghCwIA8DeEjHz+O993vcmx8HM916fZ6mK7LdrNJIpUiJAiMR6MIIZVms0mhUEDTNMbGSniez9bWBsvLS1y5cmV0em+1WkxPT4/C17Zt0263uX79Ont7e/i+PzKyG6aZstks4XAY0zTp9/vU63XeeeedUQVLNBrFMAxUVR11CzZNk4sXLzI/N8d4KYfU7uG4Dje7TfbMPqIosrCwQLFYfLi7FASj9MfQyE8URQqFAjMHkajGQal5Op0mLgjMJhKERYX+bpW11R067Q7FYpGpiXGknn5f0lKpVEZVV6lkkv72Mo2+jh8MnmXDNImIMoLr8TBPoWEYXL16FV3XkWWZEydOjJxzh9ioXeMbb/8GZrKHn5uivjlHe6/Gs4tNlHffhVAI4nFwXbhxg0DTEO7SeHOI2ze2vt7jivlbfMv9Xex2n0wwz7ng/8RE/NRdBb3h8CDy03A2AQHX9ug6XfS+ztjEGE1hhYCAPvt8T/5niChoZOkI23xP/n/wA+7/lXgwcce4HxRPYnroo57PrbqnIAjodDpUq1V+7ud+DtM0EUWR7373u3zyk5+8ayrrZ3/2Z/na175GoVDg8uXLAPydv/N3+K3f+i1UVWV+fp5f+ZVfGaXsf+EXfoFf/uVfRpIk/sW/+Bf80A/90F3nlclk7vvOD1t1fNh4SloeEEfVNNH3fW7cuIFpmoc6Hb8fPupIy/7+PisrKw9MsuDxVg8NhIuQxEYKhTAc66DLcZhiIY9mdHn27DP0AwndtNgKJXkmHCUqiCiqAo6Ni4A0NkVcN+h1OlhhjVKphCRJCIKALA/uRb1ew7IGUY5oNIooyhhGH13vI8syiqKyvr6C0e8zruuUfB8xGmWv30dUFCYmJsioKmYoRPHECb73vdfY29thdvYYpmng+y4XLrxLt9tlcnKSarVKrVYjlUrj+yKFwgSuG7C3t8POzg6+749cZz3PG/XQGTrFDp08T548yfHjxwcn7nqdtbU1DMMgmUySTqdHpm+rq6vs7u5yc3mZbqlEKpVieXkN13UJh8OcOnXqocLTtzYw1HUdGGzCwwaGqqri12oEuo5+4JiryDL9VoudmzcJ5BAxx8EyLQRRQBAFfMdFCN1bezAssR9WWr351tvMegIqArKqkkwm0MIa2M6hMu73Q6vV4vr16ziOg6ZpnDlz5o5T77b4Bv/N/d+w5nxsx8Saep18+Qfp/7eTrP/xu5T8LsaB6WEsFiMZDsPWFtyHtNyOWuxtKqk/ZMyfQfAVOu4ubxj/kr2LfwlVeE8LM+yfMyQtTkcmSPv0jB7xaJxkMokjdIkFYwgIbEnfGbjm6hGq3TqxaAwhZrEpfosz3lceeH4Piv9ehbiPC4IgjMwQv/nNb9JoNPjSl77Ef/yP/5G/9bf+FhMTE3zxi1/kJ3/yJ0d92376p3+an//5n+enfuqnRuN88Ytf5Bd+4ReQZZm/+3f/Lr/wC7/AP/kn/4SrV6/yH/7Df+DKlSvs7OzwhS98gaWlpbuWaP+n//Sf7jnPX/qlX+KrX/0qiqLw+c9//vFfiPvgKWk5QrwfaRk6xRYKBU6ePPlQL/NHFWkZCkE7nc5Dkaz3G/fB4QMSmhZG08IQkvF8n36vi22ZhEMqYVkkUFRETWNneZVeT6c0t0gznyN38xq+2aevapAfJ5BVIhpIkShXr14ik0mzublJu90mmy0iSSKyrOD7wYGpm4znuVQq++zvV5BliVQqRSgU4ZphUIvH6WsaY5ZFNhaj2WpRXV+nmUiwFAqhjY1x/Pgi77zzDr/7u/+VWCyGJEmUSiUWFxcpl8tsbW0RCoXRtBj1eh1FUXBdj3x+jFptj2w2w8mTJ1lZGZQLJ5NJZFlmb2/vkBZpqGUJhUIjUeCwYeWwgmXYi2VycpJyucw777xDr9djZmaGsbExjh8//sCluZ7nUS6X2d7evqOB4ZAMjjAzg/6d72B0u7hBQMN1US2LeK+HZdlk8+O8ODVNVwujyjKtag1pfhoNwPWQejq4HkEkjK+F2N7eZm1tjUqlQiaTwfVcOvEEJ5QIIeWApNg2bi5NoNzj8/gu9CrgexDNsVNtsrq6ShAMWiScOHHijmvh4XCJf4dV1bDbAc1GH6QQtfFv4HhpKmWTeMocORu7rjvQ0zzku7smfp1IUKDfsej3GmRzecTUPlMvhMkap0f3s9frjQ4RulClI2xjGR5BfAfUGYS4jimYPOP+RQAMGkiEsC0by7QIh8KohNGF+v2m88h40kjCkzaf25FODwT6v/iLv4ggCKytrfH7v//7o8MAwKc//WnW19cP/d4P/uAPjv775Zdf5td+7dcA+M3f/E2+8pWvEAqFOHbsGAsLC7z++uu88sorDzynb33rW/y1v/bXAPjn//yf86lPfeoDfMKHx1PScoS4H7Go1+tcv36dU6dO3RFqfhB8FJEW27a5dOkSiUTikGfMBx334eEx1LaQSNHMlvCvvEM6GqOQiCHU9rFPn+eN732Pty9fwXVdisUSn/vc5xDSGayrl6k2mijtDgnVRJ+cYnlrA8exWV9fR9M0bNtmeXmJ2dl5PG8QcYhEIoRCoYPTIqNTfTQaJxxW+fznP4/rujiWhV0uk67V0OJx1nWdJV2n3Wwyc+DYOyQa165d47nnnqNQKIzcgoMgYGJiir29ga+L57lEozEWFxdZWFjEcSxSqRTz8wOr/3Q6Tb8/iPq0Wi1yuRz5fP6uFQfDMtuh4dowClOv17l58+aoL1AqleL8+fMPRFiGDQyvXr06Ik3D7sn5fP7QpuD7Ps2NDXqrq9QqFTTbJhaLEQgCoXAYR5JAUahaPabCKplEkqrnsmL16S3f5ITnMmF6CJ5HgIBfaVB1Lb7+5qsYhjGqzjl37tzAut91cXs6eD5+VLt3lMXswMo3wOoTAN1ej313jEAZtAuYnZ3F93263S79fp9er4eu67TsHXbnNvGcOI1qC8u1CIXDSLKAl9IJHztF3N5HjMdRNQ1JFKHTgQNzwweFI+gItjboqxVA4A8aNHrYd+2TdLH2e1yf+H/RN/r4loOYloklIuT908z6nyMTDP5+ITjLrvAGtjt4VmRFxqJJwT/7UPN7UDxpJOFJm8+9MFxrjx07xl/5K3/loX73X//rf81f+At/AYDt7W1efvnl0fcmJydHnkYPgs3NTf7sn/2zOI7DX/2rf5WvfvWrDzWXx4GnpOUIIUnSHZv0rZU2Q6fYR8FRhljvNu9Op8Ply5eZn59/aG3DEI+XaL03zs38LN5Yh0XBQXEsXNOg8d0/ItftUtIyVDPjfOYznyaXyxJk8yipFKXLl6hVatSKJaSxCSKWjmkORHDxeJy1tTVWVgYCyHy+hG07NJtbNBoN5uYWCIVCnDt3Dl03sG2HcnkdURQ4fvz4IJVy7tygYiQICO3u4l29ytWrV8nn8+RyOVKpFBsbG8iyPLLAP378OI7jEIlEyOWKCAJY1qB0eWDXP9hYXNelXq/TarWYnJykUCjw1ltvkU6nR0LHYZTl/RAKhYhGo9i2zfz8PBMTE6Mqlt/4jd/g1KlTnD17dpR2uBWGYVAul0dpKc/z7mhgCINnvtVqUa1WMVdXye/vI3ge4QNPGu38eVRZpvvOO1SMgbvs5MQEgaZg6U2SP/ADRFdW6Ozuoq9u0taiGL7H7u4uWkRDdX3cbo9QNMKZM2dwXXd0jYZzEEQBDB3BHFRWjb5+8P+hzT9GNHoYvkyz1SJwbXL+DYSxz2CaJm+99Ramad6hyQoEFQkVJekgqyK+HyashFEkh7HxOZ7/4VcQtrdgaQl0fdANemoKYeL+epFhmg8GQuwx7yXe6f0GUpAmFouhaCK2IJL2DwtmBUEgkgjRy3ybdHmS9lYZ13VQtSxdsYe0/SJGRsPMDrQ/Y/7H2PXe5Jr4R7iahxlyKAXnmPA//kDPz8PiaXro4fFBrtc/+kf/CFmW+Yt/8S9+4Hnous6f/tN/mmq1yqc+9Sn+5b/8lx94zEfBU9LygHiUB+f20mHHcbh06RKRSOR9K20+SgxN8YbY2dlhfX2dc+fOfaDSu6OKDlUbDdx0iWemi5hv/BEVQaFh6bg+nOtVSP7YnyN3QLQEIUCamkZNZ4l1uoiigO97o3JDXdepVqsYhkE8HqfdbmIYfSKRCEEQYJo6KytLFApjaJqG7/u0Wg1qtSqqqvL2228zNzfPxMQUgigDAZOTA5O9lZUVqtUqnU4HSZL4y3/5L/Pqq6+ytLSEbducPHmSaDTK6dOnWV5eRdOilEpF6vX6gffGoHqp3+/T6XTo9Xp0Oh2CIKDZbOJ53iFtw4OgXC6zvr5OEAQjHYyiKGxtbbG8vEylUuEb3/gGhUJhZISmKAp7e3vU6/XRJp7NZllYWODZZ58djd3tdqlWq1SrVWzbRvB9jlWrBJpGu9VCisRIpDKIK+u822uT73ZxRZF0KvVe2lEQ6Ha7RCKRwfPT7HBjf5+NjQ0y0TgzpRIhWWE6kcZIxdjZ2aHb7R5yPb4ffN/H0nucsi/SsgU2NrawbZtEIs5MPkGjfBMvOujkLYoikUiEWCxGJBIZmQvG9SbvZv4N6VMeettDjVkUez/AmVfmkBQJZmcJxseh34dQCOE+nhvD/lymaSJJEqIoDsqne88ii3+MHasiZUBH54z7F4hRumOMvrBHIDgIrkKr1USSZGZKiwipLmNaEqvmj3Q6qVSKmdT/RGMzjRtu82Lqs+SCE4gcTUfjJ40kPGnzuR22bT+yOemv/uqv8rWvfY1vfOMbo/1rYmJiVLIPg/f/9iq4e+FnfuZneOedd5iZmeHXf/3XH3leHxRPScsR4tb0ULfb5dKlS8zNzVEq3bnQPEkYkotbRcIvvfTSB7Idh6OJDrVarVFJYHD9Ai3Xp1IfdGZNplJMTs+gGe1b4jIB7XaTra1tRFFgbKxEOp3j/8/enwbZdZ/nvehvjXueh+7ePY9oDAQIgiApkaImS3ZkxXNsKXGcnCQVJzk5FVeuP+iWy6fKVfck9qlT5ZtKfJxUYsd26l5fy/fI5WtFsizJoiTOJAhi7kaj596953lc8/2wey8CxECABCjIwVPVhWJz99prD2v9n//7Pu/zjI2lqVar5HI5l6A0Gg00TSMWixGNRgmFQszPzyPLA6+VYnHfXRxVVSWfz2NZNpnMFNnsPslk4qCSJjI+PkEmkzmYSpL51Kc+RSQS4fjx424UweXLl3nyyScJh8OYpk67bTM6OkY4HKXX69LpdAkEvJimiSiKg0RsSSKXy7G+vu4mTU9MTNDtdtE07UBQLLtkUVVVPB4PlmWxtrZGuVwGBjez2evGcKempggGg1y9ehXDMNzP/syZM2SzWVcwOD8/z9LSEoFAgE6nQ7/fd7OYrg/0lGWZgG2jShJtyyLiCRHw+QkEggiGwbTqQzAtUskEaiCAaRhUs1n2YzEa5865x5F8XrymxZGJaWJeH7JHJaB6OD0xTTMdI99tI0kS8XjcJVTDf/v9Pv1+3w0b7XQ6AzLlWEwHdCxbRlUVHMcZCL1FgZ5uYok9JEkinU4TjUbdapwgCDQaDazzAZ7jWUT26HqgpM9j1Jeo+t7RhQiqCu9hYjY0ChzqgYYRIKIo0qpojLd+gakTIXyWRMSZwsutM5VUJ4QjgCSLB74fIqpXwQQivhSeyRCTk5NYluX6DO281SUQiNIPBekl+nfMSWoKe+yJr2LSZdR+gpRzBIG7W/iHOVgPCyzLuq85Qfcb3W73fY07/+Vf/iX/+//+v/Pd7373hjbxT/zET/B3/+7f5V//63/N/v4+a2trPPXUU+95vH/zb/4NX/7ylwkEAvz5n/+5KwL+QeDh+fb8DcSQtGSzWba3tz9wpeLDgiiKmKbJm2++STKZvGeR8IeJoS+HYRiYtk273abT6SBJEvNzc/hVCcfN+REPPo99qtUSExMTxGJRYECohllCvV4PQRCo1WqEQiFX7xEKhahWq4TDYTKZDKdOnULTNKrVKrVa7cDRVsU0TXZ2trl8+RJjYxkOH17GcRz8fj9jY2P0ej3W19eRJIlMJsPRo0d55ZVXuHTpEuPj42QyGRKJBG+9dZZSqTCo2ggiiiIjSQrRaJzjxx+nXq8hyxK7u7vU63UikQh7e3tMTEwQCATwer1YlkW73XbddjVNo91us7m5Sb/fv6O7bTwe58SJEzdUgzKZDEeOHCGRSODz+Wi1Wpw7dw7TNNna2qLdbruL0nCBGlbu2gdtm4A/RCDgp6f36XbbyA54/EFaE1PItTJWp4MkyejROGIoTMjnxR8eJGzHRJlQuYFVb9LodnFMk65lEU6nGAuHCY+PUa5UGBsbo9PpuD/dbtdttwynrRKJBIIg4PP5CNmjTPb3OLS4iOLxgNak56iYwRM0DojEMM0bBte2x+OhtLfOUXGLQDBEWz9MsG+wFA7wmtNnb692126mTrtIq7CPaRjoYoCeYSPJihukqSgKY6MZZsKLvNe8to84E9Yz1MJfJT4SRhAF2tIeS/bfwsM7k35DEbbl6MycjBDwhZBk6Qa/kEQi4YpBAQrCec4ov4voSAhI7IgvMmd/hiPW33nP1wiP2kP3irv5/nzxi1/khRdeoFwuMzExwW/8xm/wb//tv0XTND7zmc8AAzHuf/yP/5GjR4/y8z//8xw5cgRZlvmd3/md9yRtX/3qV/n1X/91BEHgD/7gD26opv4g8Ii03CXez4UmCMKgj3+fKhUfFlqtFvV6nZMnT96UefQwQdM0dnd3KRQKPPPMM1y8UGSyUSMUDDI7f4JYwI/QamDNLAEDj5hKpUI8niQUCjMxceuRU5/Px8zMDDMzM6iqSi6Xo16vU6/X2draQlEUisUi29vbZDIZxsfHmRgfx8zl0HZ2sVtNNMehYdm0Wk22twd2+7Zt89RTT7G7u8vGxgZXr15FEASOHDlCNptlY2ODM2fOkEwmSafTBIMBAoEQ4XCEVqtFPJ4kGo2xv79Lv98jFkugqirtdtt1681kMhiGQalUolAoMDk5SSQScStCwxRpwzDu6G5r2zb5fJ5sNoskSfj9fjfnKBaLMT8/T61Wo9VqYVkW3W6XdrvNysoKkiS56cp+v9/V2YQSCVSvl1Szi+zxYVV09G6XrGkhyBKWorA2NsZyOE5SUpFUlTlFRpAk9ImRdwzhJAWPbuKxTDYrJYqdNo/Hw1ilMufWS5QqFYrF4k2vSVXVG9o6gUDAbTthW5C/AKUVMDuQmCU0fopldbBgDB2Qm80mjUaDTqfD6uoqY06eflCn3h+06CKRCH6vSkQvcL5i8OKLL3LixAkURXGJ4/DHNE0ajQa13VV8uVfR0ycwDQM5LKKYBpYUxbIst7I2MzNz19fGUeuLNFs2BfFPsCyHpf7Pcdj7Yzc9ripc46Xg/0F9rog/4IPAcZ7I/DKqHabValGpVNx2QiweZW36j/BIUZy+Qq/fIxJLsil9m2nrEwR47933w0YSHjazu3fjbsIS//iP//im3/3jf/yPb/v4X/u1X+PXfu3X7ur5r1y5wt/7e38P27b59V//dX7u537urv7uQeKHYxX9IUSv12NlZQVZljl+/PgDuzDu985ld3eXvb09AoHAQ01YAC5evMj6+jqzs7O88cYbWKaJnZzkY1EvfkwcrY/1sR+FWBrbtrl06TLNZoOpqWkymQkE4fb6mmHW1NBmvdVqkcvlKBQKrqg0m82Sy+XY3tpi0TRJdDqofj+CDYdxmD60TNkZ6BQ0bVBduXjxIhMTE8zNzbGxscHq6iqHDh3i9OnTlMtltre3uXz5Mo8//jgjI6P4fCHX8juRSNHptBFFhStXVg+ccA/TarXdqsjCwgKFQoF8Pk+r1aLb7aIoikvYRFEiGAwSCIQYHU3fRKQNwyCXy7G/v3/DJNAnPvEJbNvmwoULnD17ltdff52JiQlkWaZz4LVimibHjx93p2yq1SrNZpNMJsPs7Czp9MHzrW0ilKr4wmGKloWSCBHxeKlKDl7Rwa8ZtFTotltEImFigRBSrkw1HqTT7aI1dzOQ5QABAABJREFUmqT1Pg3RoW4ZROMxtG6PPtDTNICbiEkwGLxzxowoQeZxGDs+EMuKN+4+Bw7IXleEfvnyZVqtFiNGh0jQoVGo0e/38ft9tHs6HkGk0WiwtrZGrVYjk8lgWRadTodWq0W5XKbRaNDv93k23SPmA19gCVGwkQGf14ftVdD0wSI/1BLdLUz6mIEKtPvYpkVHzmKioV53yzfpc0b+P7EMB6kdJ+xP0RB2uSj9MU/yz12/EBhoK4r1PfLNTTq5wffJ4/HgUT2IAZGOkCfg/PCRFuChO5/r8YPMHarX6/zkT/4kzWaTn/qpn+I3fuM3fiDn8W48Ii0PAKVSiatXrzI7O+smzj4IDKd87kdP1rZtLl++jG3bPPnkk7z55pv34QwfDAaZPXtcvHiR6elpVlZWaLVaTE5O8vhP/SJqKIjZ60AgBLICCDQaTfb393EcG7/fhyS9E7h48/EdBMfBvm5SZGixPjc3Rz6fZ39/n2q1SqlUYuvSJcYch3YwSG5lhUOHlkmGIsjXrhE7dZpgKEg2u4MgCO54cTgcJhqNUq/XWV1dZXl5mePHj/Pyyy9z9uzZg3HhNL2eTq/Xo9/X0DQNSRJdc7lh+7HZbBCJRJicnDx4bJ9kMkkgEHDFwt1ul1gscSAoFfD5gliWxZtvnsHn8xIIBNxqyVD/EgwGmZycRFVVyuUyuXKNTmCUuhGiU9ojf/ZtJjNjbiCjz+fD5/O57rvRaBThQEhbqVTcDKVUNMp0PEZASnFkbh5MC8M00LwSQq2O2epTqtXY3tkGYHp6mpjXz9VtCw6+6w4ycSSWZ+dRZBlVlumkohxzRtF1ncXFxff35RJE7uCODwzcqysHLr6HpufwF88QSY1Tr9eRZRk/PXTPDI/ZfZfcDsekhwLqYdq21+slGZSRPX68ehU1PY9XdnBEMAwLyxpkRaXT6bt+CQ4Ob8u/R81/CVphbK1PTn0DSYBT1i+7j6sLmxhCD7unUKkWEUSB6eAURfEChtVDGbjiuC6thb0KwoSPYExCMFUUWaFWr6L1ShRqbeRw9T0DAB+29tD9ceh+cPhBWfgDfOELX2BtbY1jx47x3/7bf3toPrdHpOU+wnEc1tfXqdVqnD59GsuyyOfzD+z5hlqBD0paer0e586dY2xsjKmpqfeVaP3hQMBud+iee414pcjnpsb4v85fpt/v4/P5+Jmf+RnXfwT1nWwZTdPodDqkUikEAQRh+H69a3zVsrCuXcPZ3CTYaqFFozgjIwjXjaXLsszExATj44NFan9/n9a1awg7O2wcJHPv7e2RSCQ5OjnJ+Cc+juKRmZub4+jRo0xNTbG/v+/a2jebTUzTZGVlhfn5eSYnJ9ne3ubVV1/lYx97Hstq0ut1UZSBoV4wGETXDVTVg6Ko7gI4JEDZbNYNYBsbG3Pt/AVBcCdgZFnG41ERBBG/P8ClSxeo1+s4joMsy4yPjzM9PY3f72dra4ter0fPEsh6JzEVETURQYhmsDuL1DZfJxKJMDs7i23bHH7iaa61JHYMAX/NYSFgkzwIi5udncUwDKrVKqulMmqlRVCUMRSJtk+l0zSw+31SB+Jhj8eD1tdoVOvIEZuNWoGxTIbJyUmiIyMEHRGvZuBIIlYkiOL1YJbLD8x0EQYZSuvr6wAsLi7iTyZAL+Gp75IOKxi6TkeMsdtVaTQK2LZNtVqlUCgwMTHBxMSEm+Y8Ojo6EHnXLiI19zDVALpdRXDiGJ0KxZ5CXwxw6tSpe1owupSoiKuEnAlajW36/R4he4KC+jZ9q+YKeAUkcKDT7YBzYP0vgICAcNBOLZVK7O7uumZmo+VP01j8a0K+AJKgoAl1FvUfY8xYvCEAcEhcfT7fDef+MFZaHmZ0OjenhX9Y+MY3vgHA9vY2C3fwFfrVX/1VfvVXf/XDOq1HpOVu8V43DV3XOX/+POFwmCeffNKNhn+QN9D7MUI8NLk7cuTIOwv+Qwqj0cL8yu+j6n0MUUJau8TnFQ9/EfDx9POfuOX567rOysoK6fQY09PTGIaBYRjYtsW7753W1avY165BKIRjWSjVKuYbbyA/99xNn//Q1C0Wi9FPp2m2WpR7PbrhMI1Gg26jzrl+j9//3/4ffPKTn+SZZ55BlmVmZmaYnJwkl8uxt7dHOBwmn89z+fJlSqUShw4dolQqsb29zaFDRTTNJByOHGQeCUiSTLfbYezAAv6NN151xcLDqZ5MJsPIyAjZbNb1UEmlRhAEgXq9gWXZ6LpJJBIhHA4zOTmJ3+93dS/DNtVQhyOKIsHF03hDHnyOTqdnEE2MIqfTRCdH8Gk1Ot0u3mCEtVIbEIjIPrqmwtsNiVOCidfu3SCMbXc79G2dbrtOq9XCrtfJGAYhVcWYnCMTizOSStKoNVAch7IqMhcPuufXbrcZGRlhZGTktqnit0LLgM2OSMMQiSg2swGb0F12XTRNY2VlBcdxyGQyJJNJGq0WdXGaviOgN8s0+l5yLZt84SLVanVAsA4yX8bGxnj66adJJBI3lvxjAVhroJp9AoKB2ayw1RRoqnMcPbZ4z1o4S9AQnEHSs20PNDGO5SA4Aib6O0/rzKGaETrsIIge/AEfLfaYsJ6lnK+xu7vrfic8Hs+Bs/Gz1KRn2XG+h06HcetnyHAaMSnfEABYqVS4du0a/X6fSCRCPB4nFos9dCnPDzt+kO2hIVqtlmt8eSu02+0P8WwekZb7gkajwcWLF1lcXLyhjPsgrfY/6PEdx2F7e5tCofCBTO7e73Pfa6mxXm8gnn2VoG1QVTyUS2UUVWFMdPiZx47QuMVU1kDHcolms4koihw9eoxsNoeua3g8MtFo+J1zsiycrS0IhShXKrQPqhNyoYBaLOK9haGe02phZbOImkZPlskEAvgzGWKHD1MrlfjKxgarW1tsbGzwta99jZGREQ4fPkwsFnOrNYVCwd1J7e/vUywWSaVSzMws4DgigUAAwzApl8sYRh9BgPPnz7O2toau6ySTCdLpNIIwWKSWl5fx+XysrKy41ROv13uQexOmVqsfjCIPPF9M03CFv61Wi729PWq1GtVqFcuyCAQCqKqKoYYQuy16hoYQGychW0QVAzxeUONgdxEkEI0+lt6n38tSNyQ0f4Lv7jdItHduev+GY8TLySTJnR0ERcFyHOx6ib6ho6THCIZDbHebdFWZY4eX3eTjfr/P9vY2Ozs7RKNRRkZGbjkBdT06JrxZlREAjwRVTaSiiTydMPG/x51w2D6t1+sIgkCn0+GVV17BMAz3pt5qtVAUhWAwSCqVIpVK8fjjjxMIBFybdUVRbl6EvGFY/nGobWNrba7lGhRVhdGxsffllh10MniIoItN5hfmqTTztMgRczKuWNbBISeepWe06CfWEeMymj9AovoE3dVZ1nprg1PzepmcnCSdTrtkI+EskbCWbvv8Pp/PrSpdHxuxvb3tGvSJonhLw8JHuBF3I8R9UHg4q+2PSMsHguM47O3tsbe3x8mTJ2/6cj1Iq/0PcnzTNLl06RKKonD69OkPdeczbD3d7c1qSK4ajSYntDZiOEpjN4thmoNgw3AQpV7Gycze9Ldra2s0m028Xi+HDi0hitKB5X0XWfYy+PoPxmCxrIGDrSjS7/fRNW3gRKvr5N96CzsWIxgK4kQdWqEW/maXqbcrBMQAzVYHvVym5jgce+op1GCQdCrFF2o1/vqv/5rz58+ztbXF22+/ze7uLs899xzPPvssmUyG0dFRRkZGmJ2d5bXXXuPatWukUmM4DqytXUVVPXi9HtLpFGtrK8TjMRqNOrnc/sH7Y7O8vEyn0+HkyZP0ej3Onj2Lpmm0Wi03dqBcLrO4qDA2lqHf72Gag4rT2togJsDv9yN5/OTFOOL8JPPTLQJmC1WRB34kfpmuxweSjISN1+hQ6oPZaRH2e/H7Rfq6RrFQwtb7iAIEvR66Wg8cGVVVXWHs0JzN5/MNql4vvojt9WIcjNpHx8YQu126Y3HqlsXam+s0Gg3qjTof+chHmJ6epl6vUygU3HHzWq2GLMsDI7bbaAD2eyKWYyNqXcrdDuFwGFv2ke2JLIZuvo4cx6HT6VCv1zl//jzb29tIksTU1BTr6+s0m003sDIcDjM2Nua2fgRBwLIsV1vj8XhYXV1lY2ODcDh880Kk+CC9THZvj6LWQ/WozM7e/J2+G4hIPGH+U16U/zfak29iaS3y6j4Z/iE2JhIqBeEsZ6X/jNYQcdYWEGJduqZNfOUYpjUQX09OTpJMJaiLG+wIV/A6MVLOESTuPnDy3bERFy5cwOPx3JCTNDREvKNQ+gHhYSdNP0jS8rDiEWl5n7Asi0uXLiEIAk899dQtdSUP+oJ4P5WWbrfLuXPnmJqaumsnxPuJIdG6G6I0fI8lSeKxx44hWh3E0v6gvZLPEwwEqeW2We1D1b5INBp1s2729vbI5/NIksTRo0dRVS8g4PF40XXzwDwPRPGAuCgKYiyG3WySOdCrdOp1VEXBCgTQNY2qUqVu1ZFKIkfO18gJoBsVqtdqBHw+HpudxXfyJEIggAwcGx9neXmZ7e1tvvvd7/LVr36V/f19/vRP/5QXXniBkydP8vzzz7OwsEAikeBzn/sc58+fx+cLkc/nyOfzmKbF6OgooVD4IFvGZmFhgXg8zmuvvYaiKDz22GOu8+zm5ib1+qDlkkwmXeFnMplkZ2eTYDBEOBzFsgzW1lZdn5uxmUWSI6MEJBsdCcM7iW21CfSz2JaF2S/RloJojkJcsrEArdenWS7gBP3EvGlkx8KwLCx9kIcjCAKBcIQpr8WINEO/30fTNHK5HJo2EBY7ts3C3h6aqg6CBIGA348HCEgSwclJMpkMr7/+OtVqlbfffvsGn5WpqSkajQb5fJ5Op0O5XHZHukdGRkin00iSRK1WY6PkUNMcJHvQIpFlmUDER/e6S6jT6QwIUr1Oo9HANAdVrqF3yejoKPV6nUAg4IqUQ6GQq+EYLjDDmIUh0uk0tVqNYrHI6uoqJ06cuOka6Ha7bG8PxMcLCwsfyCLB5ySQ8JLQj6LvVEmlFiilLnNN/EumOp/hgvxnmD2FC29eIpfLMT4+QeBwEzOR5Vji84OqleBwXvoj9sRXXHFyyB7nafNX8BC+8wncBqIoHlQSZ9ycpGq1ysWLF7Ft23VdDofDD3wz9SA3lPcLQ7+cR3gHj0jLXeJ6AtLpdDh//jyTk5N3nfHyIHCvlZbhVNOxY8fcUcYPG3d3zgK6PjBoSyZTZDID/YZ96BjC+mX8/TZz6STtSpGKKHOhayLmcuzu7lGp1JAkkWx2D0mSOHTo0HWGfg6maaHrGq3WwEo/EPABIoJgIx0/jvPaa4idDn7LQvJ6iX/iE4yMjNDtdXlJe4mIHqHbaCA0e+hhH5VulbbWJhaN0mw2qaysEJydJRKJIEkSsiwzPz/P/Pw8yWSSfr/PSy+9RKFQ4K/+6q944403WFpa4uMf/zgnTpzg+PHjNBodbNtia2sb0+wciIcdCoU83W6XWq2G1+vlZ3/255iYmGZmZp6dnT3OnTtHoVBAVVVkWWZvb49QKITf73cF4aZpksvlOHXqlDuV4vP5iM4v41dklE6XdqtJwCPTlAJYjS5Wpw6Av9lAikzhhOdQxS70mqiKgqD6EG0L29DxCRJ2JAa2hYFIZXeLkFjjek/i66GoKnY4TNCyEH0+18MEXYcDAqCqKocPH+by5cuIosiRI0eAATFYXV3Ftm3i8bir49nb26PdblMsFt0WWTgcRkhMYfnH8Xu9BAMBfF4/DcMiqlVZyRdoNBrouo6p2+RWu5Q3O0iSQcXeQ4lZHDlyxB3bjsVirk7jVqPIt6omzs/P02g0aLfbbG9v31BJcRyHtbU1bNu+q1bX7WDbg5iHTeMlqp4yjR3YWi3STTssHJrldf6E4uUYuUObCLZCqVRG142Bm3FPoGc12N/fp9PpYMZz7MZfJuJM0Wq2CQVDtMRdNqVvs2z9NAA6bRzsuyYx129YBEEgfCDSnpmZwTRNarUa+Xyeq1ev4vP53CrMg5ig+WHQ1/R6PVe/9ggDPCIt94hCocC1a9d+oAv/EHdbaXn3VNPdlmEfxHjie5MWEU0bTJhMTEwdaG0swIFACOvHfwHx6gWoFvEfeRyvGmJxY5NYLMnISAZRlA40LPJBOvKNyntV9SDLMq1Wm2azgaoqKMqgSiYEg8if+AROpYJVrVI1DFIHkQsenwdFUoj4IuQ6Oo7Xg6MZRCIRApkAkWAEQ9PIViro7TaiKBKJRNzSeDAYJJlM8tGPfpRPf/rTvPLKK7z00kvs7Ozw+uuvc+XKFaampvjIRz7Cxz72cWKxOIcOLVEoFEml0miaRqFQoNvt0u/3OXz4KJnMGLIssbW1RTKZptlsYhgGmqYNzisQoF6vu5MfQyO4UCiEaZrMzc0RDAaxgbotU21rrG/v4tg2Wr9PIDFGyBvELw4m1BRFQRSbtHs5rHCUdCpOTzORRWjVK2haH69kYBptbEQuXlnFJ1pEn3kar9c78PU4+Bn+tyRJOLUazhtvDD4gQRhk9GQycN31lUgkGBkZoVAosLa2xokTJwgGg0xPT2OaJtVqlWq16ooCc7mcGyvgOA7dbpeUA5G5EUw1TL1vUWxWkfUWtc4OIjaaptHr9th6VSOlqPzo8SS2aWLoCYoenbnHDxNPJIhEIu95Xdzq2pFlmUOHDnHhwgX29vbceAjAnShTVZW5ubk7HnsIwxiQjWq1SqVSoVwuu7EW3fhVtON5zKYfTdMOPGE0HI81IKvm4zTiZ/nkJz/Jfm4fWZEwqJC/pOONDghcWXuRmlGh1nHo9XoEggHGJhMUhHPM8iNclP7fFMS3cXDwO0mm7OeIOvPEnfnb2vrfiSjIsuxqgYafWbVa5erVq2jaINk8kUgQjUbvm83DDwNp+UGNPD+seERa7hKO43D16lVardY9LfwPEndTtRiGNAYCg9HJu71I71V7crcQRfGOAq92u0u9XjvIxzEPRrpFBsQF8AexH//I8CyZwkEKRuh2+3S7HUql8sGkwxT1epU33niDRCLB7OwigUAQSYJEIomieNC0HpVKiWQyiSwfpP5KEkI6jSPL2IWCe14SEgEhgI6O6vGwGrE5XhFRFB+j8xnEro42M4OVyVA7aM9cb/uuqirb29vMz88Ti8X4/Oc/z7PPPsvZs2d59dVXuXr1KpcuXWJnZ4fvfOc7PPXUMywtLROLJbhy5TKWpaEoCqZpuroJXde5cOESoiji8/mZmprh8uWLTE1NkUqlkGXZtbM/f/68a7AWj8cJBAI0m036/T62bbPjxNirtBAFYSCItWza3S7dayuMRAOk02m3ohDWypi1NrWuTlCRMM0+pXKRra0tnnrqKfRum42NDYrZLCdOnODIkSN3NEYTYjF49lmcbBY0DSGdhlTqpu/e3Nwc9Vodud1Fu7BCNBDCCvkwQgEMw6DX69Fut+n3+6iqiqIoBAIBJEmi3++T389i7OxAMIEaThDxiAQEHU0UXL8jQfcRdGxOHwqzly8jiDLJRJzjkQQjoxmcwN0tILf7jg/9dHZ2driw8Spjj8tYlsV+1kQmfNu2UL/fp1qtUi6XXZJy/ed3PTweDxFjnq7vMv6ZGMKBrkSKdjkZ+DscST6NxjKvyf+OdjjHYiaFpuvIm08SSJ6i3+sjxdt00udphS9gCB6EfgpZm2K3sEnEmuEF7/+TbmibmDJBQTpLVnyVbek7pOxjjNiPc9L6J0jc/JnfrQOtIAiuBmqYk9RoNKhUKmxsbCDLstuSCwQC7+s+db88rh4kOp3OD0X0y4eJR6TlHhAOh1lcXLznC+RBGSq9V6Wl3W5z/vz59xXSODSuu987EUEQbkm0bNtmY2OLWCxJKpUil8vT6QwqBMFgkFarRjQaJRKJHOhQ3jmvRCJFo7HJ1tYG7XbnwANjBNu22draQtN0QqEYhULxwGXWRzgcotEw6fctrly5zKFDiwdEdJBR5PdHiETeSegWBIElaYnv175Pjx7OsTRXaxpH9z2I1SYO4G23mXIcZk6edEvdwx9N06jVaqysrLivKRaLcfLkSR577DGuXr3K2bNnuXDhAhsbG1y8eJFAIMDRo0cxDIPJZJJDExMIHg94PPhEgUq7Q6vTRw1FkSUPpj1wKU2n024w4LCyMqxSeL1ems0mtVoNVVXx+XxYlkWpZ6MsPEMokSLo96NbDnZpA1vBjQUYGxtjZmaGaDSK1+tldXWVer3OoWNH2N+P0mg03IwlXdfJ5/Mkk0nK5fJ7lriFQABh6fYTKTDYiT82OYW+vkOr2cS2bIRKhZahsenoruuO1+tlYmIC0zRd2/1ut0ulUqHX6+E4+4Mk64MspGFLShAE6AR4PDhHvdGk3e0hCiKBYIB2WyZVriPcJWkZfmduhampKbb0V9hI/Cm7fQXbtjEWLI60f4lYLOaSkyFBqdVqdDqdm651URTxegfePcMFPJlMHjgeB6ipH+Gc/PvoUhNR7OCrLrPg+xyI4CHCs+b/nYqwii60iIhTeKfSbFlb7JWvsTP9J8iSgIcojr8N03mcboC+bqOsJNib/yZkI2z5v4eT3ifsG8FU+qhOhLx0lrxzlnH75iC+93tPGYZgDqephiRua2uLTqdzy5yk98IwkPJhxiMh7s14RFruEoIgHAgh720MbFgNeRCM/k6Vlnw+z8bGBo899hihUOiWj3mvY1uWdd/zkm51zpqm8fbbb5PJZIjHY9i2RSwWHUzx6Ab9fo+dnR12dnaIxRJMTk4jiqIbbOjxDFoNqVQaxykyPj6OLKvu4pVIpGk0Guzt7XH27FscOrTMwsKg8rK3t0O1WubChT4nTpxEltWDz9jG6/UBEmBhWRbbF7eZ8kwRmY/Q7DYpbucQCgWcZBIxGATLwrp8GUQR5cC2fjgC3+l0qNVqxONx6vU67XabdrvN7u4ukiQRiUT45Cc/yY/+6OdcPc8rr7zM3t4eqqbxRK1GudFAGR0lLEl4Ntap2wpjx55GVhQCHpWOYRKIj+A4Drquuzb8vV7P9WLx+XyoHi+iP4xHlrC1Dtm9PTJhhZSnQXTmKEgKYwGR0ZNpOp1j7O3tUS6XcRyHnZ0dut0uk5OT7pi8ZVkcPXqUCxcuIMsywWCQEydOkEwmCYfDZLNZVFUlFot9oEXCcRw89TYNy2RlbQ3TMgctFo+XvdI+pf7AC0ZyHLqVKh3DwBYGY8aWZeHxeOj3++7YdKfTQZZl1+04EAgQ8ipg24jSYNpJVVRsExzJZm93h77eZmJi4j1L9nfaqFiCTmfpZaRciK2VHLbt4I1IvBn8L5z9vSyWfvM9ZqijiUajJJPJG6oMt6v6pp1jfMr4TV7a/wYqAYyGQk1tMTIyWAQlFNLOsXc8FuWBYV5v7Ao7pkmv4Kdc9aFmTDxpHVNpMnntH2HoKjUEbNvB8jVwdBFd0LEtjabWIBQNUhDOMc7NpOV+beC8Xq+btTWMjbg+J2lIcMLh8G2f74elPfSItNyIR6TlHvB+nGKH1ZAHQVpuVWmxbZu1tTU6nQ6nT5++p7yS6/GgxrXffdyhx83y8vKB+NBxF/FIJIJtQ6tVZ2Jignq9TjAYptGos709WDxTqRTj4xOEwxEmJydQDkZ0bRvCYT+ZzCiiqCAIEr1ej2w2Sz6fIxQK0e22EYTBTbTdblMuV0mn0zSbDVqtFo7jEIvF0HWds2ffYnx8nMnJycGJR2DVbiAaBpVuF+vAfEmwLISXXyZfqdx0s6zVaui6jtfrdS3dW60W/X4fURR58slnME2LXC4LCHz+8z/Bt771DfrnztKTJPqXLjGfyyGJIvVwhIWPfIqKX0UEDL3PSq5GYPoYHrGOeDC6PVzoBEFgamoKyxthx4nhSAot00KvZBmfksiMpFlYWLjpnIPBIMvLy/R6Pfb29igUCu6kkqbr6Da0ezpjisLc3ByyLNNut5mcnESSJNbX1127+na77Tou3wqO47gLyfAxtm1Tq9Wo1+tUK1UWehZ9w6DdbqPpGrquoyRSaJ0epm1wPDXKQjSJoipYpsWZ/C4Xt7fdxVKSJCYmJjhy5AihUAhRFKlWqzQaDZeI5Bs1lpRZlGgIRfUgijAyrrDudGnm824FaWJi4rYbgjstzl2hiCCbBD1R1ta+h+PA+Pg45gT4lRohOeMuuvF4nFQqRTQafV8taQkVnzbK1NQUVxtXyWazbn7S7eANCySFFLlyB70t4MmNk1CTyKKHad+TqFEVNXEeY6xOT3ZoC1lsW8A2fYTUJBYNfNzaX+ZBEIWhfmyoMRy6Lu/v77OyskIgECAej5NIJG4wIvxhIC0Pg7ncw4ZHpOUB40EazImi6O6mYeD+eu7cObft8EF2NB8Gaclms+zs7LzL48Zm0KIRDh7vEImEiERC6LpOuVyj39cIKBLxyg4zlXWCtQy55Dhq6jTDPCFRtAkE/AQC/oPfSczMTBMIBFAUGcPQKZUKOI6NruuUSiVmZhYpFouumLXVaqMoKteuXWV5eYlU6sZAuPF0iualC/QqJUyPD0mWwXFQdZ1Ou+2O8A4x1FwM34dQKIQgCJimiSCI6LrO1tYWxWIBEGi3mywtLXPxzdcJiSILIyO0dR3DNAmZBr2VS7zS1NFNk91ChfToKOLkLMGAgywKrujRtm2azSa6ZbMfiiA4Zcx+l3qthuCPUNdVPAcjuqIoIknSbf9Np9MD4tJoU/GO0RE87OUF9pwatmlzbGHGFU4OgiI18vm867i7tbXF0aNHSSQS7vfTcRy3nTVc7GVZHoyddzqDiR7TxLRM8r0uEUFi6dASvV4P27TxKwp9EUZkH7OBKIVGjWAwhCJJPDU+ja2qiEE/Y2NjrnX+MJfpenJ07tw5XnzxRbaMTcY0L0eTGVSvQDQepGp6yV6Dvt7BlzaAQfsmEokwMTFxkwncnUiL6oRwgGg0QjQaw7Zt0mMplHCfpfnHmRs/zNjY2H0VYKZSKbeVUq/XXQHwrZBwllmT/oKFpXmi0SjhSBjDX2LR+nGWkkcBGONXOCP/n9hCh4bYQ8HPpPIsNn0EBCatZ297/AdtBaEoiuuWPPTaqVarXL58GdM03ckveLjDEmFwz/hB2fg/rHhEWh4whm2WB3XsIQEYViyWlm5eXD/ose8nhqZbV65cQdM0Tp8+fYsW1LCaNSAgtm2TzWbZ3t7G4/EyNTHFRH4Nr9lCCIZxSvsEL51BSMVxJm5lyOUAFqZpkUgkEEWR3d0tJEkkkUhRKg3EuJub64yMjOL1egiHI7RabRqNBrZtuSLs8fHxwW6tXCB89ruI7RoB00DweFGWj2PrBoyMED92zJ2AaDQarufHMPm41WodONMOMDaWOZisUfH5/DjOYDw7EPCy1W7zC4uL5JpNN8RRNy0s02Tr8hWqwqC6JHu8WHKe4rXv88zpU2QyGRxRpmbK9IIBHNtBkBWMZpO93V1ESWIqHGAsPY5PL6Hrg3BG23FwBBHBsW+ZHegAxtgxrK6Btr/JpBJD7plonhCrq6tUq1W63S6FQsGtIlWrVWzb5sUXX+Qv//IvSafTZDIZgsGgOxUiCIKbE2VZFq1Wy60YwWDhNVMxqHeIKwq26h0kTxdzFOo1FkYnqbaaAzddRSWcTjGeSvPzp04ijd+5ujCcPHr88cfdUeSta9eoF3Ksf79HqywSivkIhSK0CyqRZ8Pg77ifbSAQOAi5vFlA/G54iTJpf5RN5TucfOYooiDiSZj495/Cw6Cdls1mBxNgcgzB9OAPe0hPhhCl97fIiqLI6OgoOzs77O/v35G0xJ0F5uzPsiF/C/8YGJSJOfPM2J9yHxNkhI+Z/ytNYYeasElOfJOmsEvUmeWQ9VMEuTcN3YOCIAgEg0GCweCg0mhZ1Go1yuUylUoFx3HckM935yQ9DHjUHroZj0jLA8ZQ0Pqgjm1ZlluxGFqG3w88KNIynMIaHR1leXn5NjeJQZAbvTZ9zWC7WCSfzwLg9/uI9Zv4WlX0UJxavUan08bu9uE7/53SR/8WgiDc9GNZFmfOvIXH4+Hxx09QLBbQNA1BEFlePky1WmNra+PA5TSAIEjMzMwhimCaGru7O7RaLdbW1kglEhy9/AoeRcGOhzFKdYRuD+vyeSqpDGuOQ+XaNVqt1g2VsO3r2hQwsDsPBoOEQiGSyYEAudfrHZAZgXQ6ze7uDlMnT9K1bWKBALZtDz7zeg1BCRCKz9Ho91E9XvCGWHn5r2ivvcn61RVGZ5eY+vjPEUvGCEaCWJKKxxEZiwZot9skAh6OjMexRJkxTwbbtug5ChtWFM0W8AgWU3KHsKhhWQNdj23btE2BipNgzNtm1I7gVQQ63R6W6AHTckW+0WjU1XMl06OIskwkEqFUKrG3t0exWCSZTDI7O0uz2WR7e5tOp4PX6yWVSpFIJFhfX3dJ/7A6cr7fRK/WwbJp2yaWInP06FEOpTLIlo1mD/Qr6VQKnyhhejzcadswTNqGQaL00HtpYmKC7EaJ/Pm38Yx3KZXLNNo1JEGh9o0gn/mfDuPz+ejkSyQ7OurqJsX1bYSxEUxJuOMCeNT6AooR403n/0KSJJ5U/j7Tkx+nE+2Ry+UoFopc+M4+5a3Ng+kwH5MLKT75haOo3vd32x4bG2Nvb88VJN+ukiMgsGz9LBP2R2kJe3icKDFnHpEbW9wiElFnlqgzy+x1hOZhhiRJJJNJVyBeqVQQRdHNSbpe0Hu/9XzvB91u99H00Lvwg/9Ufojwflj4g84fKpVK9Hq921Qs3j8eBNlqtVrk83kmJyfv4EUhQacF3/8axs4GjmkxMTaFlpljZGbwN7kLbxIsFijmCuzt7SErCpFQiGBhEEJ4K3S7Xfb3s/j9fjY2QkiSRKfTHeyc230ikRjHjj3OmTOv4/MFSaVsNjauEY1GiUZjBINhLl++SLlcJtBrIXVy1AWFYqmEhMBoIklUhJcEmd51TqiKorgGWoqi8PTTT7veLUPXz2q1yvnz5/n2t79JJjNBOBwlFAqiKCpPP32a7N4O26UicUHAtB12KzlK9TqJbpdXVzaZfOpT2ED18ito2+dpt9tUKhXU5Y/hbG6yuXqJcChEPDWCNLaI6XRJJOJkPCZN3SIombT0HjoSXcC0Gxi6hSGrnEdm2ijgxcBxHBzHoYeKqZiI3TZBRaLd1xElC1tU0NttxsfHqVQqzM/PE4lGsbwRhECMri/FU7/4UdJajstnXnUFvrZtEwwGWVpaot/vu34ljuMQCoUOyOWgjabrOrYgICcG79+hVMo1eVO7fayNXfoCBEOhwRJrWtjB2+9UO50OV65cwbZtN+Xcth02zhe5+maear6N1nbwpbzEolE0Tccf8NOpGrx15m182DyfmUH0qGiAbNqIu3nebpSIplOMjIzcUlcmIjOhfZzS2sDSfzZ5CsAVBfuIs1o+Ryh54K8jOayc2wJfj6c+e4hYNIqtmzQKbUzDITQaxBu4s+ZFVVVSqRSFQoFsNnvH5F4BgZCTIeRk7njMH2bYto3H42F8fJzx8fGbcpJEUXS1MD+onCRd19+3LvFvKh6RlgeMB0Va+v0+V69eRZIkjh8//gMwgbs3DKeZxsbG7jzN5DiIL3yV7t4WRiCEbTv4yznGex0u9QdjrT7NJOA4RCJRt10id1t4ZxaZm5tzF9frf1qtNo4zIBGZTAbHcTh+/AlqtSrlcpFgMIjP52d+fglFUdjZGYRJDvr/DXw+P4VCAZ/Ph2iqOLZN3+y7N5WebRJTZeaWlhidnT8gO1H8fr/72bz22mscP34cWR54c+zs7HD+/HkuX75MuVx2nW4/+tHnOHr006TTKVZWrnL8xCloNZlt1HB0DY9HJezz8V9ff5231te58OLX8Pv9LC4uMj09zXgmQ7vTJTo+Sz2/S6/Xo1Qskt3fJ9XoUlZk/F4v6YRIs1SkUM/jURXkxAQ+v8VudoeNbIHJqSki6XH2dYFYv/bOR4SAFYyiGSYpnxdLkNAdAbPdZDwRx+f1srOzw5tvvkkvNovl99BvrzI+0aGbHGGjbUC7Q7PZHEz7HIyz2vbA4G10dBTTNFlfX3fbcV6v1x1LTqfTt5wMsUMB2kEfvlYX2bRAFDFGkzjeWy/m/X6fixcvYpomyWSS+fl5AFZe2+ftv94mEPMiSBbFvQa+lkhqzs/0zAx618JOGMwd8ZLo6mA61DvtgeBelAjKCgHDYnd3140TGB8ff6ey4ThIpkHQNlkaHaFnWeA4N2igyrsdQpEQtjTQ+ui6jur3sH2ljD9jMBqIETB94IiAQHavhm88RmbhzgGLmUyGQqFAsVhkZmbmoagm/KDwbiHuu3OSdF2nWq26OUnXj5Z/mD5dD7vu5sPG/7jf2A8JD6JiUavVuHz5MlNTU27q7P3G/dLiDO3J2+02Tz31FLu7u7d8P4T9bYSzryCUcgjFfRiZotVuI4kSXknCu36JuOTBWTxGbG6OWFBB3VplzD9CpVik7ID8kU8xOT55i7OQaDbbpNMZAgE/4XCAQf9p4Jq7s7NLqVQiGo0xNzeHIIiMjemuVmEwdeBlamoaSRKJhJfIlGNkqiX2Ekk8Xi8RU2MLhaZh8ZHZ2Vv2oYfpwLu7u1y4cIHNzU2q1SqO45BKpZiYmGB6eprnnnuOVCpFu92m1eqSy2WxLJt+NM5sKkFgcQlta4PO6irhcNgVvO7s7GBZFidPnmT58GHMRAyfBKVcll6vh2madJoNLr/wZTB1/J94nnDQj2VZKHIY03YwTYNyrYEoDoTBgYCfsVSAeW/S/Z4JgkCi0uKc5UVQLELeII5l4vfZTGZG0XWdp59+mo3tXba8sxQ2V9nZ3ubKlSscOXqU+Ng0iuhleXnZbQV1u11kWXZ9UwRBwOfz4fF4iMVirh9JNBq9/U1cEGgHPNRlgalMBkeW4DaPNQyDixcvous6kUiEQ4cODdqIps3lV/YJJ31sbF6jWCwRSY3QKTsoVpBu3UAUBT7xC4+RmgzjXNum32jhHPitRKNRvIJAR5XY3NlgbW2NQqHA9va2u6OPeRQk08KwbUQBRsIhZEPHVN+ZbPEGFVrNFrbUG4zzJ5MYPQc17BD2q3g0hVKlhX5gOjiSipO7VCA1GUbx3P62PnwP6/U6+Xz+rmJIdDoUxfP0qBF35ok7i7d1vP1hwnv5tKiqyujoKKOjoziO41Ywr89JisfjB95R9//9eFhTln/QeERaHjDuZ6Vl6JORy+V44oknsG2bSqVyX479btyPSothGJw/f55wOOxOM93quEJhD+lbf4bjC2B7/YidFp6dNdTUJKFGCU+njtc0ON4qIOyAtfyzMP5j2AtHkPZ3MDMNXrqyjlaucWJ86t2vBIBGowaIB8GJEoah0W63ME3rYFpFYWpqCr/fjyiKeDyT6LrOzMwgR8hxHAIBlf39ffr9Pmv+IwSqL5GUIBLw0knNsVLX6e7u8o1vfIPFxUUmJiaIRqM4juO2gM6dO0exWKRWqyFJEtPT0ywvLzM/P8/Ozg6qqpJIJHAchxdffBkQaTabeDxewvEoYjxGWFEZlwR+5Vd+hd/+7d9mc3MTx3EGJnGlEq+++iqNRoOTyUkWjjzL+OQUtXKJni1Sz27QLu4hCgLnzp7hox/96Dskwe5TMQIEonGCAJ4g2aaJpRlEEgqzCT+KMrhlbGxsYF65TDMzxXRmlGQyQr0+WECTySSTk5MsLh/hq+tdWuWcaxdgmiapdIpThz7NaNiDoigDy/hymcuXL2MYBn6/n6WlJZ599tn3py2QRBz19iX1YRDnUOR45MgRd9ExdItuu8vmXpZCIY9jO0zPeEkmQ4wvxBmZiTB9OEEoPqiayIkYUcshHI/R6/fxejzIhklofIxPL86iKAqXL19mY2OD9fV1ErEYn37yFKFolEq1QqPZRPF4iFompvNOaKQS0ej1OwBkJlNgy5i6zsd/9CjxqMz+xX10S6NUKoEDoijg96usXdph+fGZOy6imUyGer3O/v4+4+Pjd9z0dKnwqvJ/0KcOgoDjWEzaz/KY9Ys/9MTlXvyzBEFwW3fX5yQVi0XW1tbwer1uK+l+2+4/bOLgHzQekZZ7wPv58tyvisXwRiuKIqdPn0aSBr4jD0rk+0FJy+3ceG/liCtcegtH9bKeK5DLZlkWDEKGTqhdw9NtYAkiPVFB9IcJNeuIl85gn/44zvgMzvgMSdPE2vx91zRsaOh2cHQANE3H5/PT7/dwHJt2u02vN5hSWVpaYnp6+uBGbzOYWBKYmJg6KBUPzOaGAZmlUolsNssrwTFQoiwtHmJ8bp6nDWNASgoFxiWbrQtv0rRhz5ZoHljpDysGhw8fZnFxkaWlJUZGRtjc3EQQBFKpFM1mk5deeomvf/0v+dSnPksymSIeH4yeev1hNF3HFHykx4L8yGc+y1f/4v9HLpcjHA67pnIrKysD4vLxCtOnPsHUiRNohU02sxV8J09SLpcpFot85StfIZ1O4/f76Xa7BA59hMnHnsYbS2MoPpxWlVy9TrMfZ21nn4zSw3Ec3nzzTSzLYsEnMz0xhqqq7O9nb6iElAs5pI5BIDHC0pKOLEnERzJg6kyPJJEP7POHky3D6aXhtMdw0ut+wnEcVlZWaLVaeDwejh075pIi27ZZuXqJvcImhuYQjUaZnJggmUzTrmk8+1NLeAM3kiErEkRsd5F6GgFJBtPCDAfp6R0UIJlM8vzzz/P000+zt7dHdmeHTrfD2sYGvV4PURKJhAf+IoLj4AgCuVyOXGmPxY+F0PMBujWbSELh9I/OkZ4KU97bp9frYZkD/ydJlFAUiU5To9wr0tAKpNPpwdi034eDg41FXdjAQiccn8br9dLv96lUKiSTydu+X2vSV+nZdZRegkazQSo1wq78EuP2R0g4i/f83j9MsG37fetF3p2T1Ov1qFQqN+QkDbVWD3tUwA8bHpGWB4z7UWnp9XqcO3fuRnOz+3Ts2+GDkJZisci1a9du6cZ7KxIndJqgqlQrFdqdDlckgSOCjtTfHpT8RZmLXRPOnCGTiBNpd2nFJ9zJG5/P59rEb2xskEgkbrhROA6EQhFareaBH4pBoZCj2x04oi4vH8a2B94uHKQRO45JsZgjlRqSloNzPdBURCIR8vk81WoVORCkcJBTJIsCp9p5Umcu0+10CGl9orrNd3oyuiDy5JNPcurUk8zNLR6I+xwcZzABViwWsSyLjY0N/viP/5i1tTU+8YlPc/z4CWQZRNmDKIq02h0c28JG5YmnnuN7332BZrOJaZpEIhF0XUcQBOr1Oi99/SvUd1aZn5/nE5/4BJ/5J/+IjY0Nzp07x+bmJru7u1y9epV2u42qqkzU62j5a0x88osoZpdGtYyqKGAZCLEUwXaF114ZpFQnk0ls26ZUKt3wvKZpsra2RrlcJiZI5AyZ1OQc4XCYTrVE49y3Wfec5NChQ4iiSCAwmGYaGxuj2+0OPFlMk3q9TjgcvqdKy3stjGtra1SqVRRF4dixY67ZWLPZ5Hvf+x7b29v4p0TsXIp0cgRZUGhV+jz5o7M3EZaDLzTGxAhWT0MwTGyPguNRYbd7wybH4/EwPz/P9NQUvfw+zXbbncgq5vNYhkH9gGAXi0VEUeSxU4fIZN4RwvZ6PV5++WWuXLrE6enjhAJ+bNvG5/cQCYUoFOqkliN0Oh328luct/4/9Meu0Jltsqv48RBGFCRER2Fi9iforkisVl/ETM0Q1Cexe4rrl9Pv9+n1elya/BYYKrXyKqZpoioqckqgIWy9L9LyMFUN7pdTuSAI+P1+/H7/DTlJ1WqVzc1NZFl2qzD3kpNkmuYjwnMLPCItDxiSJKHr+vv++3K5zOrqKkePHr3JW+FBjSW/32M7jsPGxga1Wo0nn3zylmK1dxviATiT84jnX+fosWNUDqZJupUCZX+ERLNEzlGwjBaCZdFrNijpJmsvvkgqlXID8YaeC7Zts7KywpEjRw5uDg6CIBIMhlyTNMPQ6VZLTIaC7JbzvPlmA3gnD2g4LdBs1rmesFyPRqOB3+9nYmKCxcVF9vb2WFlZQd9cw9y6wBnDJhAIAiJjKvxYaoS3HA+Tk9NMT8+7i2W/r1OtVrhw4SKiOKi0fPvb36ZWq5FOpykW9zlx4gSKqmA7oBkGrXYb0zSwLRlb8vBTP/2z/OEf/L6baAyDaARJkvD5fFy6dMnN4Dly5AjPP/888/PzvPLKK5w9exZFUSgUCq5nRb/boV0vozUqtNttBKDRbJK2RZROFU3TCAQCHD9+HMdxXF+R1dVVLMuiUqm4rsbLC3OUXnyRYvYSJ55/nlqrwpV2jYsXL+Lz+ZiaGiR5S5LktsyKxaJbim+1Wq6j793ido/d2Nziat2mHTlMLJ5g25SYM0221td49dVXXeL2/OeeYX5mifxmA1O3GJmOEEndwStDELD93hu/07dZoLu9HtvFMhOpFKl4YhAloMjkmk3Wd3YpFotIksTs7CyWZVGvNTG6DuVagUsr5ykUCoiiSEPpMx0eARw6bZ1Sw+TpnziKL6jSarV4Wf8P1KU3kVtxGkqWrtEhrM+SMo5jKQYXg/+FyngPQ61xqRJAcQKM7n6OYOtGIiL1I5jeBpFIhE63Q6fTIZJ08BK768/jvd6THxQelCPuu3OSNE2jUqm45n6hUMgV9N6p0tPtdh8Zy90Cj0jLA8b7rYY4jsPm5iblcpknn3zyBvvpD3rsu8G9ki3TNLlw4QI+n48nnnjitjeDW5Ehe/lx2NvEXy0S8A9ep3n8x1BnDqP85ZeZaTbQUknQ+hjtJmd9cVqtlmtxHY1G6XQ6jI6OcvXqVXZ3d12r9WAwSDI5gqIMRJ2GoSOsnuWZ7UsIQLLXoRpJsz62cFMe0Pb2NjMzM25mjq7r7s/a2hr7+/uuvf3Gxgb7+/vMFLdo9TW6molpWoyOjjIxO8NsMIjtH2Nubp5Wq8XVq6toWp9kMomqekgmk/j9Pvb29tA0Da/Xy9jYGLOzszQaFeqtLumxSVRZxO/34TkgMd2+hupRmZ+fZ21tDUEQmJ+fp1AooOs69Xodv9/P7u6ua2i3sbFBKpVidHSUp59+mp/+6Z/m3LlznDlzhna7jS8YwuvxIPoDJIIepuNBfF6VUqfJH/zn3yUc8POFL3yBj33sY5im6Rqstdttzp07h+M4eL1evF4vly5dotVsIpoadrfJ4ydO0Gm32dnZYXV1Fa/XSzqddvVOsiyzu7vrVmD8fv992RHv7+9zsazT8qYZjQXxe2S2myYXVrepvvUClmkyNjbGxz/+8YM4CZg7nn6Po94et1qg+/0+V65cQdd1gtEIoUBgEBdh2rT6A31K2O9nYjxDZnKK7csV3vrmW9RrDTRNQ030mX8yzkef/Qhzc3NUKhW+/uZf4fV4+cLf/gU8nsEmQQ4ZWOoOU9pjvHrlFYzZPJ5ciLp0kZXzZcZHZrAWL2GOaZh9AVOWCcgxSvNfYzL3awTVGD6fD5/Px0Igwlu+30Gxg5RzoEklxN4cafnYPb8nD5tt/od1Ph6Px81JchyHZrNJtVp17RmGG6VhrMQQ3W73vutj/ibgEWm5B7xfn5Z7rViYpsnFixfxeDw8+eSTt72wHuSu5V60ON1ul3PnzjE9PX1DOft2x73p/fD6sP/WzyPkdqHbxokmITVKUhDgC/8U4dyr6JtrtCSZUizDhBpwjaG63UEZvtVqEYlEmJmeRr92hdSrf0Uq4KcRH+VCZpY+Mun0KAGty+zVs1jRJBYO+AKk6mU8E9Nko6OUSiXK5TLtdpurV6/SaDSwLAuv10soFCIcDhMIBDh37hy5XA5FGZTUNU3D4/EQGhtn3onh1y2azSaTExOMxqM4Y1MsRifIZMbp9XpomnaQSJ1AkmQmJiZptQYl5VarRTAY5MiRIywuLpLL5bBNDUfyYwkWtg3VRgdfOEE4ALqqcPr0aZdw5fN5ZmdnyefzrjHZ0An0xRdfJBAIkE6nWVxc5Itf/CKjo6NkMhlisdjguWybar+IZ3Ke+ZBA37TRTAtfeYPPfvpTfPnLX+YrX/kKa2trnD59mrm5OUzJi2dimVQ8TkjokwwH6PV6bG5u0m636XQ6vPrqq241JxgMks0OfHNUVXUNtIYOuqIoUqvVMAyDYDD4gUhLqVRibX2TdvgQyYAHrddlf28X3TDo2xKqP8zJpTlOnjx530ZZ301aLMvi8uXL6LpONBplZm6era0tqp0O8dhgx/3Zj36EaCCALEtoPZMLF4u0enV0p4Mn5EHsxPGaCRqNBjs7OwcVSwfVc+Nu3RR6CI6AIqtofR3JERElEQEBQbaxBB3DX0HqxTDbNoZjEpqyIFJmJKyScmbcY4U5zjPGv+aa9DX6IR3P7hQj+U8jH7mxsnQ3+B+VtFwPQRDcnKTZ2VkMw6BWq7G/v0+z2cTv9yPLsrtJfeSGezMekZYHjHsV4nY6Hc6dO8fMzMx7EoAHibttDw3bV8eOHXMDy97ruFq9TvGtt5B9PqKLi4iyDJJ8awv+UATnuR9Fee5HiQMxx3GnTUqlErlczhWVnj17ljl0jtd3kUIRAuEw0U6Z2EaL/7BVxRsI8hNTaUqVMrvbe9RqVUKhENMjaayzr1E5/hyiKJJOp4lGo+RyOfx+P+12G8Mw3ImLdrvNxsYGtm0zNzfH7Ows4+PjLC8vM51O4v/Gn5KulGlYDiFFRjAMrCOnEHJFwCEejzE7O0ulUiaVStLva+zvZ4lEBhbumqYxPT3N3NwcsViM3d1dvB4PM2Nhdss92oZMxxBQdJ1EQEA58L6ZmJjgd3/3d6nX65RKJRKJBKVSCcuyiEaj9Ho96vU6vV6PfD6PJEn8p//0n3juuef42Mc+5trX+3w+Jien2S+VafYNWpUypd1NHL3H2NgYhw8fZn19nVqtxtmzZxk/9jSTz/wYdnCcaGoCIR5jJikQEjRX8DrIcmpRLBbxeDyuzX+j0SCfz/P0008PWlP9PnNzc/h8PgzDoNlsUiqVmJube5fA+tZ4t6alXq9z9epVdNMCQaBSLVOrVmk1m/j8foKJUZ752Mc5Mj32wDYBQ/Fvp9PB5/OxfHiZfel13k79N8qBHeTqOKcjX2AqOYvXHyC7v08p1+Lw0SQXV1fI5UpkxjOcPH6cAB6OHDlEpVLhypUrbG9vMzIyQqlUYnR0FFmWCTgjqIQwhDZzs/MUtT6B2R4eJkj7P0JT2aIoyQSlBIZSx7YdPEKIPhUsjJvOP+EcImEewpRNXi+9TucgYuFe0+P/R2kP3QsURXHT4Ic5SS+//DK/9Vu/Ra1Ww+fz8c1vfpOPfexjbqr69fhH/+gf8dWvfpV0Os3FixeBQSTFL/zCL7C1tcXMzAxf/vKXicViOI7Dv/pX/4qvfW3g6/QHf/AHPPHEEx/2S/7AeERaHjDupYUzFLAeO3aMcDj8gM/szngv0uI4DltbW5RKpdu2r26F0htvsPqHf0guFEIA/KOjnPyVX8F3UJJ/LwiC4Bq3zc8PWi3lcpler4fX62V04wqlvs7e3iqKssH83BxKa4/5wAhVn5dau0Wk30cQBSRZRvV48KoqTiDIxMQEiqKgqiqqqiKKIs899xyapnH16lVWVlaoVCrk83n6/T6RSIRUKsXs7CwLCwukUinUcBjrR38O/5nv0z1/lrqsIH/0s/jTYwj5EqapAz5CodBBInKX9fWrTE1N8uKLL1IsFkmlUszNzTE9Pe3qf0KhED5VYmEsQGWvQbu4QVRKExmdo9kYpBR/7nOfo9Vq8Ud/9EdUq1USiQSJRIJsNuuG5A2J5cLCAqqqomkaL774ImfOnOHUqVO02x1En0NHaBIPeAmpGoVWBdHSEQ/cfQ8fPkynMzCHyxXLTIwfZXP1Eqok4sVAsDReqClMarvIvghzmWlCPoV8bt8VI9q2jWmalEolBEHg61//+nXtvMG/qqqSy+Vot9usrq5SKpVYWFh4z+/acGFst9tcuHCBfD6PZdv0pTSNno7Z6RAKh4mn0iTSYxzKiO/OtvzAuH6BHvrxyPIgbqCsXOCs9F/o6w7tnIQ/uY8vVMLsz3NldYVet4ehifjEAAvzGSqVDqqiYhgGguB12w2dToetra0D/VXTJaKJRIKl1Be5HP6veEZ6eEpB/FaYmGcMOdZh0nkMhCaav0nYGohzHaWPgp/odVWWd0OWZUZHR8lms+zt7XH48OF7ek8eBpJwPR628xnmJH32s5/ls5/9LN/73vf49//+3/O1r32NL33pS6TTaf723/7b/It/8S/cv/mH//Af8i//5b/kl37pl9zf/eZv/iaf/vSn+dKXvsRv/uZv8pu/+Zv81m/9Fl//+tdZW1tjbW2N1157jX/+z/85r7322g/ipX4gPCIt94AHZePvOA7Xrl2j2WzeVsD6YeNOpGU4fi3L8h3bV+9Gv1pl80/+BCUaRY7F8Pp8dHM51v70Tzn+z/7ZPZ+jIAiuRf7p06c5/thjOH+wy35Xx8gXBvbnlsljYyNk4lGkYIKRw0tkzllMBsPIwRCOYSDUK9jP/QjxA0dUGHwmmqaxurpKNpulVCrRaDQYGxsjkRgIKMfHx90+9VCMOpwUiB19hvr4MoVCgVpH58TB+TqODVg0mzXOn79APp9jdnaGa9eukc1m3fC24Xh1Pp8HcHe1oiAgCzaq9I45lsfjQdd1Wq0Wn//851lbW+P111+nWq0yOzvr+kn0ej1OnTrFj/zIj+A4DpIkIQgCly5dwjRNvv/975OeXCScjFBYvcLi7DjRSIhDR0+S3VrFtm2SySQLCwsUi0XW19fxpxIoioIjDCZwVq5cYd4wSI9OkO+KmLoCXYGeLaKbg9Tp2dlZZmdnSSQS7O7uksvlEEWRt99+23Wm7XQ67uv2+XxUq1XK5TKNRoOZmRlGk0nY2oJ8HlQVZmYQRt4JRex0Ovz1X/81+/v77jXYqXwfZeEjhMdnCEcixCMRjsccZPH+j+IOSUs+nyebzSIIAocPD7KKzkhfRzbDbK1eol5vkBEydAMN9mtrtNsOuqajenxIlkgkkuDkE0E0TSe/V+bE8+/4EGmahiiKRKNR5ubm8Hq9ruizui4T0n4aR92gvrnJY/W/xcnjp7ExkVB5QflfKQuX6YUrmI6B7PhYsD6Hl+gdX9f4+Lhb3Rxqyu7lPXmYSMLDRlreDcdxWFpa4rd/+7eBQXbZuXPnbnjM888/z9bW1g2/+/M//3NeeOEFAP7BP/gHfOITn+C3fuu3+PM//3N+6Zd+CUEQeOaZZ6jX6+RyOXfy8ocFj0jLA8Z7kZahAVsoFOKJJ554aMqntyMttxu/vhs0NjbAcTAFYZDZI0mEgkEKb76JbVmId6FbsByLulPHciwiYgSP4HHP1x8IIB99nGg+i+r1srG+zszMNGFTpyl7BsZtM/MomTHEV7+NUC2CpGA/+RzO3DIwsO7O5XID4ebFi+TzebrdLvF4nEOHDjE5OekKWg8dOkQ6naZer1Or1dx042Kx6I4v7+zs4A168UQ92Ng4joOuG1SrdaanZ5mamiGb3WFzcxNN1Zj5+AzxsThKTMEb9NJsNgFuCE2TZdkVqA5HhVdXV9ktlEksTvL0F/8V3fBXuPS9r7G9ve06z9brdebn59F13Z3WURSFmZkZvvvd7+I4MH30WRq1Mv1ej5U1nZOPHUJRVXz+II5tEgwOKlKuv4k3wvTYKFY0yPr21sEZCnhsm9zeFqauI09OIgoRym2L7Ouv4/f7SaVSLC0t0el0CAQCVKtVt8KytLREq9VyqznD17y3t4dhGGT39jjlOIz7/SjhMHS7cPYszmOPYR8QyG9+85u0Wi23ImbbNjGvyrhYYCIzQjIVJqrYeB7QROlQcJnNDoI+5+fnUQQfnYZGO1KhVmrRaDTpdju0mi3OFF/gI8YEpsFAPxX0E/QEMFc1AooPvV1nZFGgK5Ww7cygzappADdMoFwv+hyko8+znfsa58srCMZA8J1IJDgd/J85K/9nWkIOBIekfZjHrf/plq9F03Vev3CB86urqIrCWCxGSFXJZrMsLt792LNt2w/N/Q0eftLS6XRuIIXT09NMT0+/598VCgWXiIyOjrp2DNls9oZ79sTEBNls9hFpeYQbcaeKRavV4sKFC8zPzzNy3S7xXvEgesW3EhBXq9WBFfuRI24+xz0d0+t1zeU8qoqm61RLJQRdJ7u/TyaTuaPgsuf0eNt4m77Td3+3LC8zJo25x7VOPkfrT3+PuG0wf+pxbNMkm5ygV25j7W3x9isvcfiJJxn7ib+PqPVA9YKi0Gw22d/fd71XSqUSlUqFubk5FhYWGB8fZ2JiAo/HwyuvvALg2ncPxxvn5+fp9XpUq9UBialVURYUKv4KLzReQBZkyutlZqMLjI1lyO1nUQyT2WiCKwkvM5+cQZVUApEAWkrjLf0t+t2+68Z5/Wfj8/kwTZNWq8XCwgKOpLLupGi1HSKRMM9+/JMcOnSI7//ZH2FZFl/4whc4e/YsyWSS3d1dHMfB4xk40kajUXw+H9FYnLhlMKq1KRs2WjjDei9ISDPY2cxy9dxrGIbhtsJ+/hf/MU1NpNJ3sIMZIsEw2XIZW/LSKu5TKhSwbRtd1zl27Bi+QIRq9irXrl1jd3cXn8/n+rrU63VkWSaZHMQFnDx58obJpEajgaqq1Ot12ru79DWNc4LwTqCd6qX1+lucwWJjaxPLsjAMg+npaVqtFiMjI0xMTHDkyJGD9/LBGp31+3329/cHlbNImkvfqlLObmPbFvXHfOjHLuDxKoTGwkieJtt2nvbL85yefhq/R8Xn9xObGuNvH5qjU9eQVLi0coFOp83W1hZzc3PudN/txmZFUSSRSBCJRBgfH2d2dhZN09ja2qLb7ZIM/R2m0jbxaJKQNILAzfcQx3H487/+a65ubRGPROjrOm9cucJ4LIZ84Oh8t5Xhh40kvJeN/w8avV7vA488D1Pu/ybhEWl5wLhdpSWXy7G5ucnx48c/UPT4kBTdbxOi651rHcdxy/inTp26pSDsbhBbWsKbStHa2WH0yBHazSbla9cIPPssGxsb7O3tMTk5SSaTueXNZM1cQ3d0VEMdjMjKIqvmKnEx7o4kX9nYIvLRv8WCV8TR+jAyzkSzxue/+qd0eg08Kw16vRrnF04wmhkDOuzv71OtVqlUKlQqFQKBAOPj44iiyDPPPOMKHGFwIxmGJN5qHNHn87kZM3vGHu1eG2PToN1oo4s69VQD2aOyv7ONc/5tlF4ff8DPT4VjvNJp0gyp9Fo95qbmqOk1BK9AnPgNn68kSXg8Hjf1GMCTWUAXJKzKLo7VIaEI+EcS/NTP/QKvf+/bvPHGG0QiEdcTpdfrIcsy09PTKIoysN8vFlgM7SB5/cyFg1jtPCuJEbpqmFbmcUYqORamJ/F6vQQCQUrVFuVKlUazhRxO4ImNMjE5S6HdwRv0MzJzmE41j2MbVKpVVNWHJAqDYMGDc5AkiZ2dQaVpbGwMj8fjLvaZTMbV5cBgqq5cb9JKrSOfO0u716NcqVDYbiKaXkKSxdub0As2GZkJMzo6iqZpzM/Pu346H0ZA4NBcb5ibtPeWTqPYwxcR2dnNUvvGBGLgAoEntxE8gwkgueSlnDzP9y8EWJifJ66bbFZqxONxRkZGCIfjHD58mPPnz5PNZpEcD5W9LmZPvOO17zgO/ohKO3SNfaHL4tgzjI2NuZWgSqXC1c09RHH/lonG5VqNazs7xMNhsnt7CILA5NQU27u7LB7s1IcC7vfCo/bQvWEYM3GvGBkZcds+uVzOFbCPj4+zu7vrPm5vb4/x8fH7dr4fFh6RlnvA+7Xxv75iYds2V69epdfr8dRTT33gm+iDIi3DSott21y+fBnHcXjyySc/0PNIqsqJ/+V/4eXf+R1au7sofj9P//IvE3zySXb39mi1Wqyvr7O7u3sTebEci7JdJkiQQrWApmn4A37ksExTaWLb9mB6aG7OLXc6ALUy0kvfJJAaJZiZRpFlrEIWpVlhtdXh0qXz7muNxWIsLi6STCaZmJjg6tWrNwXKDdsV109KDVo+Opqm3fBz1XcV3dFp1ptsb28TiUQ4uXQKxaPgPZPFabVpShIWAsFggOXtMm/Oisipg4kl0UCUREL+G6c0hlqUIWlqtVp4ImkMy0Du1WloBqbjIKteurbIsUOHqL7yCguiiK/XQ52cZDeXw3EcDMOg0+nQ2NtjJpXi/Poq8yc+gi8URdV6TBY3eDGxQDKdZuGTn2X/6oXBeyBIpMaS5HN9yqUiVCpkgkkkoU1AaxOIjBCZXsAey2D0u3QaVa6+9RJGt0YoFHJtzkVRZHl5mZGREfb29txx3uFE0dTUQMNh2rDaUclbadQRP4dGqvgEg41LW/TqDiF/l1zPoacJiNoo3gURv9/PyMgI8/PzH1oJ3HEcrly5Qq/XIx6PMzEyw8XcRbxhkTfefBNN0wkHogjX5hEWiugNgXbFIBEaY+TjJp/81MeJWvPk83lqtZpLpFVVZWRkhNHRUd766w3OfOUNHNuh0/Gwqbc5+bjFrfYSTWGX6qk/xZE1Gj4vu8pfcNL8J4zyuDt6O6zaVCoVdnZ2bjBAq3e7dHs9+gdhgaIoMjU1her10vbs8pb0l+yJYTKcYsp+HoXb+4o8bO2hh41EvRv3qhka4id+4if4wz/8Q770pS/xh3/4h/zkT/6k+/v/8B/+A1/4whd47bXXiEQiP3StIXhEWh44rr9INU3j/PnzJBIJN1X2g2JYyXm/GRq3w9C59o033mB0dJSpqan7cr7+dJqxn/95Hj9+HFGSEA5uGql0mkqlwvb29q3JiyAiI2M5FqpHRdd1up3uQBO0ep5OocMzzzxDOp3Gciy6ThdFUPDtbuIgYAkigmVhmCZKIISyfonwE5/CcQTK5TJjY2MsLCywuLjoEpK1tbWbCMnQVG7Yfuj3++i6ftOorSmb1CZqGI5BtVF1CeB+LcvyxBFGMShPRAhJAl7JR73fQBAdErpAaHSUUChEo94gaARvmiQbEkev14thGLTbbRJeCc3wEJQDOKKGYBgIskxItJlIJsmn04N2QbXKaCCAPDVFvdXiypUrXLlyhePJJKFQiGqtRrHRIuaLgCUgVwoUhThTEQFdHvireDwewpEoXp+P+dkpdNPG9gSRFQXBMlEEkWw+RyKexO9R8XhtmuU+pf3BFE2n02FyctKtWg1DEk+cOMHW1hbRaJRCocB//+//naNHjw7SzAPjlC0fIRnawKo/yWh+k4Ah4fUZNDpd/vtqg6YpsbS0xPFjh0mNh4nFYu+rlfl+ce3aNer1OoqisLy8jCCICAwmmQzNROwGkYhgjGzTeztCW6siesCX9jOSimJTImE/RSKRQNM0isWiO622u7tLu2Kw9XYN0WPTN3vIfoXarsHm+RLHn7uxleDgcMnz/0LRZIReBMlS8IYinJP/gITxb28gGKqqMjY2dkMVZnNzk7PnzrG/t0c4GDyosAWoNRrEFzQaj30Vqy8gd5M0Q9sUxfM8bf5rRG69sXkYKxsPE4l6N3q9HqlU6o6P+eIXv8gLL7xAuVxmYmKC3/iN3+BLX/oSP//zP8/v/d7vMT09zZe//GUAPve5z/G1r32NhYUF/H4///W//tcP42XcdzwiLfeIYVrtvaJer3Pp0iUOHTp0x4Cye8WDsvJvtVo0Gg2eeOIJtzx/P+BWhm5BsoatgHK5zPb2Nu122yUvU1NTTKYn2bA3iEQjhENhSp0SnXyHtTfXEAWR7e1tut4uu55dLCwcHJ5EIArougEC2JaNYxmY1uAGeuLE46yuXiYcDrO1tUWtVnM/n+FUzfWf97BKFg6HaTQa7u9VVcXj8eDxeOgFe+SCOVRJpdlvMvrEKIf0QxTqBcr+Eiu9KyzJJl68WI6AYevU7RphWSKSiSFHVFq0UBoKal+9yQ9jSFqGXibtdpuYpNBQ/SCqhKM+DMvB1PpMBb3ItoI4OocjKLSDfkZqLaR+m1dWVtja2kLTNHrx+Dvn364TFqaRDJ2W5BnEHwgSIsbB2K1AMhFH8YXwBiKkx+fYzFdo6FAu11ElGU3XqTUb9LxepsMi8UTS9b6ptftYtkOtVqPVaiFJkusjoaoqU1NThMNhNjc3uXLlCpphUUoFQdvnza0tdMMgHouxPbJEcq1LTOrSNnokvAKqL8Rjz07T7XaQpJibA/NhBNdls1nX0G84zRMO+/BFZEobbWLeMRBVGq0GTk2AZBc/aUJJm/m5eWyphmq981l7PB4mJyeZnJykXq9TKBTIXd5G9XrIV3aoVWsEAn5mpoLsXKly/LmZG85Ho0FH2scvJOkLfQzDQLK9WGKVprB32+wgTdPY398f6KXm5pD9fi5sbg7cn/N5Qu02H//ZBh5vilKxRaFWZ2lpiaqyTlW4StK59Sj0w+bT8rCj1+u9pyPuH//xH9/y99/+9rdv+p0gCPzO7/zOfTm3HyQekZYPAbquc+XKFU6ePHnfHQ4fhJX/3t4eu7u7BAKB+0JYHNumfu0aWr2Ob2zsPUlWMpkkmUzeQF6uXbuGuqsSnY3SiXYwRRNvz8uytUz8U3Feeuklio0i12rX8Mt+wr4wXq+XyogPj9nDsWREjx8cG7nfoZpZxjRNOp2O6/VimiZ+vx9FUUgkEm6Wz5CQyLLs5hMNP0uv1+t6ugAYjsFL+ktErSib1zZRQypCRMCKWwRCAajAxdY5WhGHuS2TfKeLLdoEPTKqFGRh9ikMSSBoBlnNraLICn6//4a8puHiO/QrGebzPJlwWN1tEvJ7GQkHkYMeDMNPv9hEQKTXrmPrfZRwiGalQb1eRxAEdF3n22+9xeITTzAWCFBtlfH0WgRUmdXkPJFQiqbpkBDeEQbu7u4yMTFJJJYiW2ygODpVDbyhAEFJxR8MYCJhtyvYwSij6QS/9E//Z75+MUu9q2MGI7TqNSyzhuI4mKaJoiiUKxVKukRm8ThxTxLqObLZLH3PDFa7RrvTwTJNtECAYCzIQtqhWXBIRQL8VCpEa2KCOgKOpLO9vU04HCYUCtHpdEin0w/GFt1xaNVq5PYGeoGlpSUqlcpgg2PbTD0uEY+lKW5orF0tUq4U6H8rwOw/N/AGJCbHpyDURiXAqP34LZ9i6E2kF310ctewxRSNeh1d16lV65QrPvb390mn08iyjIlGQbxAk10kTxyPk0Lg4F4h2rds49i2ze7uLnt7e27LeWJigmeffZZKvc7KxgbXrl0jEQzS9/0p3aqPQr4AOIRDYUKT0BOqt9U4P4yVlocZw8m6R7gRj0jLA8RQD2JZFk899dQD2endz0qLbdusrq6iaRqnT5/m9ddf/8DHNDod3v73/576+jow2G0Z8/M4Tz31nruuW5EXfUVHEAV6rR7Lh5aZOzHn2vj3Qj1aQotaqcaF3Qt4PB4OTR9GOHmayIuv4HMcEATMY08TmjlMANjd3SIUCrk7/UajgeM47s/09DRTU1OIrTqdS28jW22czNxt3YrbTpu+1qeRawwIh+knIScoUCBuxNnc3aTj71D3KXTjDqMNA1VQ8CQCVJdn+Gh4CYBSrYTAYGro+vfJcRxMR8aSQ5iCF1nxYBgauq7jU2VSXodmvYDjAdnno2nKkC9iaoOdtm1b2KJDKTpBNJojFovRbrep1+v8xf4+z09PMx8K0dGaXBs/RcMTRuw1KNea+PQsmXQCWZbRdZ3vfe+7VCoVjh07RigcJmrJWMk5RF0jIMl4FRHDaaGZ0O0ZXCJFKOPBW8vTNWySI2O0VQWtkqXX69Hr9WiGZxHj4+y1DLyBNFVZpLl3mVR4l8jkEnOin9bFOt2rPeLRs5TtCk3DRiEAsod0zE98Io6u2jSbTdfEbqjXCIVCpFKpgRHgwdRLq9Znb7WCqduMzUdJZIJ3XRGQDB36Pexmg4WRNLLXSzCZpFap4MXGqZQ4OTeKOWXSPW7yeCnG7/zuClp+jOhbj2EfO48c7ZO0H+OQ/dN4uLOp5MzRFFdezRFLLOLxetnfy2MbAqFxh/X1dTY3N4mlguTmvkLflwNTpBo8RyQ6zoT9DD3yxJ1FQs6NAsxKpcL6+ro7Rj00TRwS41Q8TioeJyCKdDodLPEwxeBVRkZHsC0bxaNQKu+RL3dQAnni8fhNU0UPG2l5PxXzDxP3Y3robyIekZYHhH6/z7lz5xgdHaXRaDywi/X9ZBvdCrquc+7cORKJxEEv/v6UcXe+9S3q167hORB8yaLI5iuv0FhfJ7qwcFfHGHpLDK3Lz58/z+TkJOVCgUCnQ8LnI6hphOfS9L19svXBIug4DvutPeTYDEc/94tIsognFkfy+BgTQRRhevonMQzDjQWo1+t0u11yuRw7Ozu88MILLPkkTtWziLZNqtMhUM8jjCRwlh+/6Vwr+QoNu8H4+DitZmvgH+PxI9gCHmlgX99oNEgfTrOzqLIbVUhLCYQRL88mj7rHabVaADe0hhzHYb/ap64pOHKAtqGAfwSrvkepVEJVVdrtNhcvXuT8+fMsLy9TsoOkBYWYY+KXRWQBypJKZ2SSz8wMRp11fVCVWF1d5WtXr5JIJDgeDjPa2cZTg2J2j0xEZatcopQLDMzkDgI9DcOg2+3y2c9+lsWohOKp88bVVRLxNJ5IBNXvp+FLYvpDmIaEaUNHDNKr5AiGw8TSo6iBQTjnpc0sxJYobK7S6XYJh8MkRidQpx6jc+0MXk+ExmtdJFHElwrib12m2hSQ4w6xpMTE+Bh4LLSwii+ZdIWMvV6PTqdDv9+n1WrRarXY3NwcpEdrPi5+uwQOCKLAxZf2OPGJKY585A5TFY6DYNtIpoGoa+wXi2i6QSAQIBYMsr9WRCkJlJsVpmZC2LaJaRjIqsD8fIpf/b/9DL//By/i2RtDLhzjZ5/9LIp1dxuaUNzH83/nEK99/y3MyAV80yWS4iFOPvtxOp0B+dzQv0+xdQ5faYx6NUhoepF+Yo+icJEj1s9xyPopd7y52+26yewwyLqZn5+/KVH++mux0+mgXnuc3shZpKjJSGIElB7z5ueZFZ6mVh2keDuO404khUKhR+2he8T7nR76m45HpOUecTealnf7meTzeSzLeiDjlveabXQrNJtNLly4wNLS0nsKv+4V+TfewJdM0my1aLXbiKJIu9Ph6osvcmR0lEAgcFc3suEItiiK/PiP/zjVfJ7w2hqGplGUJLyWBbU05RMdunKX0YlRIqEI4dEwc/4ZpgNTtz22oiiuCFHXdTfHpVqtYmgaobXzrAoCbdPG4/FwJDOB+Ob3sWaWwDu4qTiOw9raGu1Om6UjS1SpEkvEsLFp02ZSnGRb20YURRRbwRf0IYdkCHjQZIHRXoxJ/zvGT0PScr0It6fbNDomkmBTLRcIBAKIsodypUNpZ5AefL1FfrFYZLu8zubUEwQtgaCpQTTBvj9BZ/MczkyCZDJJs9lkZmYGwzAoFAqUSqXBjj0WY35sjM5Oi3y2x2OPPcbLL7/s3kyXl5dRFIVGo8HZs2dpt9scP36c2YQPQWgjdnts60H8ahy12wJbxSNL9Dx+7GiGfc84hmEyZjTwGx1CyTFajoQI9LpddE0jGosRSE1QuPAd+n/1TeTuBB2rxerlC4w9lmRuJIU3FCUzFSIWDdEuFNAPiLzX68W2bcLhMJlMhvn5earVKsViceCjU6ly+VsNHAvC8SABvx9F8XHhe7vMHEvhD11XKXAcwAEHZFNHMk2wLMx+n6CqUm4U0YI5CkWdqD1Op69jWiKG7sMwTAIBH31Nw7Itxsbi/PiPnuKttwt89CcPoaj3VoFVZotIs/9f5Kt5xHKHurrC91Z7fP74P2NxUeHF/svIpp+dnR0ajTrtZpgnn/80ISfDY9YvAoOx7J2dHfb393Ecxx1/Hxu7cwZTIpFga2uLa2eKTCz+fbwLFaKih5RxlKRzBDEsEQlH3O/TMM241RoQ+GAwiK7rP3DX74e9ygLvf3robzoekZb7CMdx2N7eplAo3OBn8qDEsvfj2EO/mMcff/yBlCLVUIhuoYAoSSiyjHHgLVKs1+mdOeOamw1/bnWRDnf1lUqF06dPo6oqE7pO1+ejKstUm01K1RJpaijpEPaYjSfpIRwMc0g5xKJ8966dqqq6PiutVovpeBTPVzfJdjUK2R0cx2Z+fp6gCEKjhuP1Y5omFy5cIBAIcPLxk1hYbFvb5KwcoiCyJC4R0SO8vvo6BGDiyASiItK51kG2ZGLjMfxRv7v7dRznlpWWvm6BANXawPyu1WoxNjaG6hsQm2Qyyfj4OD6fj7fffnuQRWOa9IsbCIeewFAVQEDZW0PLrfF2fdcdbR3+/czMjFtlGo63hkIh2u02Z86cIZlMuhk3hmFw6NAh9/k2Njb45je/ydzcHJ/61Ke4cHkVNT2O3qxjOA6RUIyeLeENx3FsC92wCKoSm0aI4vkzpKNJMnMTjBw6QmeqS6PXIZQapVsrIwgCu7s5gmIYMR1n4sRzXHLazAsaHkMjKEWh1cKIxRB8PtcFV5Ikd0RckiS3NWQYBtmdPBf1Cyh+m26nQ7fTcU0eG+XugLQ4DrKhIVkWggO2AIJtY9g2e9s7xMNBbMEiMtknb19DMIKkolFq7csECws4ThpVlREYPL9hmoiOTXrGyzMTGRaP3tnh1ERjT3yFvPgWXifOtP08l6Q/prZp0d8N0W1oBEM+2ke+w5/lN8hMCZj+LmazRiKRQtMGPkAdrca48hSO41AsFtna2nI9fkZHR5mZmbmrCcRAIODqwOiO80z8F5FuUyVSFIWRkRFGRkbcqJJ+v+9WYWKxGIlEgnA4/KFXYB72cWd41B66HR6RlvsEy7K4ePEisixz+vTpGy6IByGW/aDHdhyHq1ev0ul07otfzO0w82M/xtl/9+8IplJEMxna+Ty9eJzpj36Ujm2jaRqlUolSqQQMSEMsFiMSiRCLxVAUhYsXL6IoCqdOnXLfV6dQwBuNItfryJKEHJcxPQKhrE5BVwilQwTCASakCSTh/WmJvF4vozOz+CanSCoqlm3TbDTwqCqC0cPxB+n3+7z99ttMTk66Rk0yMvPyPPPyO1lG33/l+1z8k4skFhLMHJpBK2nsXBsQg4nEBI7HoeW0CAvhgWbAslyR75CUKrJIr9fDNAxCoRCjo6MkkmmUSgl7bIypqSkajQatVstNUR4dHeVYUkHsbyGJERLhAGV/j4aqoPf7FC9cYHJmhqDPR8m2SaVSpNNpzp49y/b2Nt/5zndwHAfbtolGoyiKwlNPPeV6iJw7d45MJsPMzAxvvfUW5XKZWq3G+vo6x5/5DEK3hS6q2FqPmNdL0BemB/T6XXY212jurjI1PUN6/iRKI4/WbRGIJwlEosRMk4JmItcGHjfWcgipMoagWrRbLeqyn6/mgxxO5uhXFbyTk7T9fsYE4T0XYEVRmJwZZ3Qsj6QK6EYfTdNQPR66Thd/cFAJkA0d2bSwBQHTtrB1DdG2eePiRcrFEk8cPUIwLRFWolS7EWQzxHppg1BUplWqYNvz+HwqoiRgM2iPbGX3icTjeJTInY3hsDkj/0dKwiW8RKkLW2zaL9DqVimuRWm163Q6bWyli5rO45giduUoTWq0QzuERmUWozPU+nlajS4R8QTnNs/dUMWbm5u7p7RmTdMolMusFQoUdZ2+LPORxx8nfpuE93qrxermJrph4JMkJkZHGR0dxTAMarUa+/v7rKysuKL/RCLxoVRhHjZ9za3wqD10azwiLfeIW+0Iut0u586dc0Pu3o0HSVreT6VlmHcUiUQ4efLkA93lJI8f57Ff/mXW/+zPaO3sEDt0CPkzn+Gxp54CBhdmrVaj0WhQq9XQdZ1CoUChUEDXdXZ2dpifn+fw4cMYhuEKA4VAAOfABEsALK9FoOdQ9AvYtonRMaiWq2yoGzyWfOx93aAEQcCRFezjp1Hf/D6Pzc1QazSwClns08/RsOHimTPvGWuQzWb51re+BcBiZhHVURHkd+y1371oDA3s3u3PYvZbtOoVFG+AI0dH8fn92DZ4hD7VapXXXnuNWCyGx+MhEAi4TsvJZJJwOEylUmE8PoJfnKHV6uK5conxVgsrmyUWi/FYq0VLUYhNTVGv1zl79ixvvfUWiUSCTCbD4cOHURSF/f19ut0unU6H3d1dNjc3mZiYoN/vk0gkaLVaNFstLEdEK+4ipWYQVN+gtSLYqEaH7cuvsXnlEqIoEg4GmDo8yv72Reqb1wgkx5g59iSqx4ffEfGd+izznSx1KUL2lT1K57KIuogkOrTjXl6wunz/lVeYzeeJRqNs7exw6tQpMpnMHcmLJIkcfW6CM9/YxBf2oQb9VHMdpg4nCCd94DhIloktQKFUROtreBSZiMeDX/WgqCo9yybiEZEFL6Ipc6b4ffZq+/zYkR8jNR6i2bLwem0kWcF2HHKlMoVqjVgySSARv+P3rypcoyxcwa9nuHz5Ml6vFyVk0Q7vg+LH4/UgtkXEZAPLMlHrUarUsSQfemOUqqPjs3WU+hzCzlG+1zvDxMQEqqoyOzvrOqW+FxwcGsIWXaHM6kqetzbW6RsGQcfh4toaV7e2+Cc/93MEA34awjY14RoyAfp7Cb7yte+596dmq8Unn3qK0dFRFEUhnU6TTqdxHIdOp0OlUuHixYvYtu1GY4TD4QdCLh6EIef9RrfbfVRpuQUekZYPiFKpxNWrVzl27NgNLqnX42GqtLTbbc6fP/+B847uFoIgMPb004w+9RSObSNKEi+//LL7/30+n2vZDoMxv3q9zu7uLleuXGFiYgJBEFhZWQEGQsFoNEo0EiGUzeJTVXyJBFq1iuOVkQ+NEm838Xg9aJZGbidHf7PP1NQUo6Oj70nQLMdCQEAURFe/5Bx9EtsfQr18FrOrsT06RXz6MJuXLr3nGLuu6/zFX/wF9Xqd8fFxlueWKbQL1KmTmc0QCoTwRX14BA9BYUAy2u02cCOZ6Xa7rKysIJoW0fQkwXAQRRLwSiYr2UFLMhwOMzs7SygUolQqsba2RiwWY3Z2djAVBTT6IrZ/lOmRPqlGk2y9QqNaRfD7EUSROdtmu9l004ObzSb1g9FaURR54okn6PV6brslHB5UhlZWVqjX60xOTvIjP/IjbG5u0u20sCyL7trbpKbmCY8kUDGo9TXS8RjlaBSf14s3ksDSusiShCQK2IY2iBZwdMIKjI4k6TlpUrZN/PNJzgT71HM1NEfHPx3GuuKgiCLtdptms0m326VcLuPz+ZidneXw4cO3Hd1fOjWKP6Ry9Y08umay/CMzzJ9MD74nru5BcP9pdTqEPCoT4xkOHTmM1+OhzjUueL9GVi+yJ1/7/7P3p0GS5Od5J/jzM9zjviPyPisrK+vquvpGAw0QB0kQhHhoMKPRaGha40pjJhuTmT7srjQy0Wxltmb6QDOt2Y5mSUpLcYekKK0gkgBJEPfRQKO7quvOqsysvDMjMzLu02/3/RBZgS6gG+hudDeao3r6S1tVpJenh////vj7Pu/z4Mghvlr9E06WP0fdOGIrLTC/kKF8cECj1WK0WMRGIKG/8X0T4AMChlDD9zzWH6xzVD5ClmXmF+aIyjn0Ez6NbZ+UGkaerEA7jtEMUBMGB5U6ekJDtbNsfXGJbqfDQt5GlRucOnWKs2fPvuUHtofDDenfUhavY5oW98PrCOcT+N8/xc72NnOzszQch7/+5jfJP1niIPZ1BEEkALa6NXztI0T843Xn+7x04wbPXLxI7HUPY0EQiEajRKNRpqamcF2Xer3O4eEhq6urhMNhMpkM6WMvoXcDH/TcIRgMc7zTyJT/I+MxaXmHCIKAjY0N6vX6UGfxZni3JnzeCA+da98KyuXyoGz/NvKO3i3FvyAICG9ho4xEIsOx47/7d/8uvu/TbDZptVrDyZ5+v08JCCkKhU6HGGDqCXafUIhlU8wVchgY2IZNvBLHNE1WV1fZ2dl5U/JiBiZr7hpVv4qIyLg0DuKxYE8QCGYXEWcXOXz1VR48eMDI2gOee+65n9iG+Pa3v83q6iqRSIQXX3xxYIUeFnGzLnJKRoyIdOhwQbqAKAw20R+utDiOw52797ADmUQ6w6m5CQR8tre32T44wPd9ZFkmn88zOb/I9Vt3aHd75HI5otEoqqoOWjxylJ4jEI8IhBQBKRQlOZGnbZocdmp47RphQWCj2aRaraJp2sAjRgohFBcIphc5DMc5dXmezsEWrVaLra0tHMeh2Wqhji6Qfubnqcbj6EISoV8nnZ2gIImoqoBsttBUkWzg4udHmQ1k+v0+qiJiVbaZmVtgdsZBzU+j6lFs08ByLWzLQFQjKLKAGYnzoU99mGvXrtLudPGVEH7riEAM2NnZIZ1O0+/3yWQyBMeJzw8ffHNzc0PH44ffvyAITJzMMHHyDUiNIOCLIqLnkU4mabRaSIJIz3bQkyk0LUQgCAhKgaZ6iJqzGfFTOGIHrxYnYcyhFUNYXo+vXrvOrWtXUUSR8ekZpubnmfADkskkicSgTeTQZ1X6M3bFlwABvTtBpV+m25cIh8MsLCwQzUtE+SjTmU/y+dV/g9GtIr/yIeRT2yRndA6bFRRFxpMbrH8zhtdq4QQBSizGifHxt7xXPERJfJUD6Sq6Ocr1669x1PAJzexRXlapl6KwuUkyleL+wXVq3vcQ95N02z0kWabrd1BmX6H2/eeAwQuHIAhUG41HSMsP4+G9/MNVmIf2Ea/XwrxT4vE3oT0E/I04x/cbj0nLO4DjOEPh5et1Fm+Gd2PC580gSRKmaf7YzwTBwMOh2Wxy5cqVt2z5/17lGr0ZXq+zuXLlylBnE4vFmJiYGApUH7aTWqLIzrFZWGl7C+c/3OXIqiBPZZl47gWeHnua6KUolUpl4Jbb778heQmCgFvOrYGWIQjj47PtbePH/EfIpud5HJXLhHpt5uUiSrcJySy8Canb3Nzkm9/8Jr7v88ILLxAKhTBlk37UQKzoKJpGIVxExKMVtEiQGBrePXz79H2f67fvY4gJlJCKEk1zd6uGUd/FtQafm52dxXJcOslZvrRt05ZGsMajpEL3CQUGr732Gq7rYsoZPCoc7BtIjsiiICAGAYFj44TiILTZaZTJTU+j6zrlcpl0YZTohU9Sq9XpNWv0kwlWrDjjkRR2pUIikRhoQWLj5E9cwjQNhMAjXJhHF20+fLLIzkGdw/IRd65+h9rhNtPTU3Qc2No7QlNkkikdImGCZJxUYRwxHMFBQA5rCB0b13WRVMioAZYPdTvE9Mmz7Jf2efCtPycTDQ2DKh/6DMHA5M1xHDRNIxqNDkXnuq4zOTlJoVB4Qz+R45sRxbYQXRfB98GyEH0PWRJR0mnUeBL7+KM6Os85/1e+U/oDZH+bcfF5Es5ZTj9zjlAoRBAEfP7zn2d9dw9ZlilMzyCKIvv7++zv7yMIAvF4nPL0n9OLb5AUJij1lqnKX8UJ24hTMcaEk+hZhwCfJffXSCozzPZ+iQcPNrl85TLK4musdr+O59UxLYvucoTKjShi0CSaSODxg7DPzc1N5l9nN3BQqbC8vk4QBJyanWXsdRXYA+Eafk/ltds3OKxUECUJuwfR6TrtjRSeKNLr90E3abXaWEcWnU53oMeKp5CLNULRMATHAaxBQPRt6DTeqArTaDSGVRhd14damLdThfmgk5a/CdNNPys8Ji1vE91udxjMVywW39LP/Cw1LQ8nW8LhMJcuXXpbVZOHFaJ3i7RYgcWut8tB8YDbzm2mpCni4qCa0HbafG/7exCHudk5PMlD/qHb8+Hm/rAC4fsDA7Ha4SG7v/u72IeH6Mkk7vf22fnTVez/3iQ1Pk4ymWRubg7Lstjb2/sR8qLndXpBD93XKVfKQzHwfmQfN3AH525Z3HjtNS71jpAbW8iv7iNv3MKfX8J/+qMgPnqNDMPgC1/4Aq1Wi5MnT/LMM8/wta99DSftEogaqiojCSLdtkMoLLMXLTEpTw5FkglFIajVWN3bp2MrSCJoqsz+7iZeAIEn4HWajI6ODvxbHB3ZCSP3XBxXRonm8CJxKje+yNHREYqiECtqmP0eHcNCyU2RRyLeayGYJrrvIcfTPBB9lpaWmJ6e5otf/CJOfIxUJkdlb5tGvUan1SQ/Ps1hv06m36der+MFkF64QGV/C10LYakqmUwaPTvG1t42J6dGkew6N747SPLe3NwY3rPnPvQhPvOZz/DFL36Rgwc3OR+XSdgttoUYzsg40bFxAkGk58GoHpBQfLou2MkI39vYpE6XQ8tl8uxZRnJpfD+g1WoCcOPGDQqFAlNTU9i2TafTIRqNEolEhmPPsiyj6/ojfiKCIAwIi+/iIVCu1pAF8IMAJZMjHP9RA7juIUTWnyapfIhLly6xXFke/t3DlHRBELh48SKf/OQniUQiNJtNms0m3W6Xan+HPfca0m6aVfcvkTIdpt1LaIKOKRkIMZj1PsG4/wwRBhUIy7IQlYB0NsEJ/zcJd8+wd/fzbK7UEWppsil9oGVqtUgdZ0atr6+zs7MzzKop1Wp8+eWXkY/X+Pdv3eLnP/QhTs/Nsbm5yYq3TSu6Satt4Hk+siQRCB5WV0RVVVq9HoWREfKRJIYWQtB0JEkmlU4RL0TZKnlomo4syWzv7XF+cZHsT5EFJcvycAIsCAL6/f6wCuO67rAKk0gkfiwp+aCTlod47Gvzo3hMWt4mLMvi7Nmzb0tx/7PStPR6PW7dusX09PQ7SvN8N0e1ncDhNec1zMAEEepenapf5aJyEcd0+Fr1a0QzURLhBLv+LhWnwmXlMoowMDKr+BW2vC3MwCQrZpmVZ9FEjWQySe/OHaKOQ+bsWfr9PqFQiN7+Pp1r15Di8WG7RRRFYrEYkUhkOGGzuroKR2BMGSiygmM7WN0+3n4FVzTwIh6dTodbt25xVpdIGU12IwnMICARSyKv3UEYnSaY/sFYdRAE/PVf/zU7Ozskk0k++clPUqvVBt+TECLAxTb7hCMRRAYPQ8sKQIN2s0n26IiC69Lc3ibc65PKTlLP5Lh27SqCIJBMJomnskSSaXr9PpYURjnxNL6s4RhdREFAlAQ8LUlXinK4fhshlmN2RKeQKxL1XAJJZW1knkyzgtffoieqVEcXsNp7bAYZDsoBQWqCZtfC3N8bZjC5rkun1UAKfI7u3ePEiRMc1hrIkoweUvFcF1+WMQ0DzbbpBCE+f22LvgOF008RiDL7O4OWkiRJyLJMvV6nmM8zXi6jP1gjkssz65VplXfYOfsMTjjKYswjqQ7ePmMKQMCLH3qefUOAIEE3FMIojjP+4TGm927SbTWIRqM4jsPW1hbRaJREIoEsy5RKJQRBIJ1OE41GEcXBVFZpbw+VgFQsQiYawxQErl29hmVZg8TmkSK729u4DB6ekiQNq6j379/H930WFhZotVq022263S6u61KpVNjb2yMIAiYnJxkZGRnmLcGgcrvfXaYkq9RbdcRin4/Y/2fiUhZfdIgFo/S8MkWeJBzkuL+1yUvXrrGyukpElmm2Wty4foNeL+Bi/BfpyNdphDvIsky73+fc4iI//9GP0u10cByH7e1t7t69S6/f5y9ffhktFMJzXQRBIKRp/N4f/zFLxSIEAX4igfOsQTwXwiZAjXp4okqkuoiSiJOJx/nVF18knUmyXexzkLiHaGRJ5WIEWp/ne3+PjZiK7Tg8ubTEx5577l17EAuCQCQSIRKJMDk5ieu6NJtNjo6OWFtbG1Zh0un0j2hD/qaQlsf4UTwmLW8T2WwW13Xf1s/8LCotDwXCZ8+e/ZEplLdz7HfrvKteFSMwUB2VbrOLpmh4ise32t+iXq4TmYrQPmyz19mjWChiJA3WjXWm1Clacou7/l00NEKEOPKPaDktrihXkAWZ9uYmoqbRabcJGGxIqZERYqLIwpkzj7zRPgw5FEWRdrtNp9NBrslYEQtTNpGPWlR/709pGD1ET+Tq5Braxz/OxWefJf7K10CPoCPT6/XomybxkI6w84Bg+gSd3V3q9++zvb/PzZWVYVtobGyMV199dWCQV5fx8zaCOjjPQAjwJJuYOQMJsHf3iLc6dKJxLMvEcgMytTJ9PYqm60TCYUbHxpAVjUIsSUlI0nQUpJ6M4Hu4CPRbVSKiiOz7KPEsoVSR6LmPYgF+4BGLxXFFFSWiU9E1SqJKvWPgd03iqVm8vsuI6lOcv0iy18VGJEgkiEQig/shnKD02jfQVBXHcShmUjgKaGOT5JIxup0OkqzQ7Jkc9Hw8C/B9vNQM8x+d4eekLneX77Ny7w43b96kVCrxc+fPMxOL0TNNbt+6yfTiIqOaQLaxilpcRMInCEKPPPA8NUz29LN0lm9RPdgmIrrkpuYR/ZOcGm3huu5wBNvzvGF6saIoRKNRWq0WBweDKIORfI5T42NEwmEkWQbXod1s0Wg2kCSJUCiEf6yvMH5IF7K1tUW73SYej1Ov16nX66ytreG6LrIsc/v2bVZWVtA0jU6nw9WrVxFFceghI8sy1Uad9riJFPU4rb1A2i9QtrcIXPADjaw9AiGDa/eW+ctvfQshCLAch73DQ/pf/jK/+KEPoWkaS0tLvPChD3H97l1uLy9j9/vM5HJEIxFiGZXY5Cmi1wMOrPscqocIySaiWWRtYwPbtikUCvQti5qmkYxGSfpTKNufpT97FVvZwqzpyCvPkdULCBGRv/uZz7AwMwNA0fyf+erRv6GXXCWu5pn3PkVx7CIvjA2+s7t37xJ6D8eZZVkeRn+8vgpz//59HMd5pArzQSctvu8/rrK8CR6TlvcBD4243qtjv55YBEHA1tYW1Wr1JwqEfxLezUqLiYmAgOu4GKZBt9ulb/XpdgcEprffo9vsYlkWvueTDJKsdFco18ocFg9xcOg1eliWxczMDFbKoibWKMgFYlNTBLZNNJXCc136hsHRzg6h2dnhRgWDN9qHgt5mswkMxK6NRoP6a3Xakw343/6cQBCRUjGsksvh/fucHh8n+olPgB4Gz0XXdSzbHmwqnguazs5Xv8rKH/0RpmWxubGBaBgsfe5zXLp0aRhAFwqF2FzfJaGME1lwQPGwMRjtn2BEHxhweYc1DFmj17NAUJB1HccxiXS7TMwtEZJcXA+cdpXbFYNqVMZuV7H1IpIWRVZDEE0gigGiJDM2PsGCLDLa3EK2DWqNKOWJOfqxEVxJRBJDRLOjNHsbeAF0amXSmSz9TgdZNpD1KJptMDE2Tcvz0SSRoLyNFnJZO+yxvb2N67o8MzqNuvAsSApqwqbVbNJuVDDbLcxem3A4TCysEYuNoWpZzlzOUZhaZP3+LUqbdzFWVwnFYjimSdq26SwvI83NEWu3EI8OBj3+ZBLOnkU4FnE2bZFEIkGxWKDdGqQgK75GMpbDd9vIiszCwgKmaVIul2m1WkPtQ71eJwiC4UuIaNu02232SgfU6jXOnTxJMh7j2aeeIhBEfG9giigoCiPZ7NCWvlKpEA6HCYfDnDp1argeDw4OiEajx6Z4u9i2zdjYGIVCYWjqBoOH0/7+/oBY7Z5DevYqI+I8XaGKJEs4NQ034tK3+oT6Kt969VtkkklefeX7dJQNxp5zsNRNKJ7m4tynkaXBlv7UE09w7uRJvvKVr2DbFl/d/d/w5u9CyOHw6Zt4bR2lnyOVbsCDUwT3B1lbD6dqTp86Rf447VwU54h3PkpID7HhltmNHJIaTfD0+fOMv07/0q3bZA8/zKL7q5zK/WjS8/tp4//DVRjP82g0GsMqjCiKKIrygZ3QeeyG++Z4TFreJt7JopMkaSgOfLfxemLx0OBOVdW3JBB+O8f+aREX4wRegBgS0dM6XbOL5VmkhBSCK+BkHaJadKgxMCUTu2qzubVJL9IDG9rN9rDcrgUar9VfY1QcJZLLISYSmKUSmbExgkYDV1OoX8jyX0r/hVw6x6w6y6g8OnwTg8E48sPJpJH6CJvXvk+1ZOHGoqxfXcWxHWZnZlj+ylewnniCuA8TR0d4WphQSMPttOg4FmVH4Na//bcomQzrpRJ1zyMZjVLY2yMUClEqlQDo9U1azRZ5e5GJzhROYOA7kMjkyBU0jmptek6A0Griqjqh8KCy4LkOhmVg2y5ds0fj4AHd+gHk5wm8JvXDA2y5TXLmNEpIQ4slwffxg4BQs8Vst0ndF+j0TFK2w9TaTV6dAq9TRexVMY0+jZW75J7/VexGG1mSaHc6g3aB4yN3j4hEY8T2HnDRNwj5DmXPIaXr/Pn6Ono0yv3r32eyWSU2MsNRuUxla4X4lV9CFnwEwDQMYppOSJao1o+o7W8RiURYWLpAXA6Ycg16pknXcTB9H833Efb26EUi+McPH7nbJbh2DZ5/HkEUkYVBu2h6aprKQZnaa232bh1RDXeoy5CfdmCuzejoKJFIhEajQb/fR5ZlRo7TxtvtNpZlkYxGabbarG9u4NgOr9kOz1y8QFjTkFQVVdOxFBWl0xmEC65tIUoCR5VD4vE4Z86ceaQFa5om586do9ls4vs++XyeX/iFX+DFF1/E87xBm63T4d69eyQSCRKJBJOTLxCV/w6SWcKRKnhOAz2lIEk+4e44G/v7HFWrREIhuumbjL64RziUQNV0SjP/kR0lyqz/c8Nz0HWdxcVFNjqvsJ/9GqFyHjO1gxIPYyktOkcK/YqIm38FOX0aoRVFUFWeXFhgbmZm6FL9+imdhblBoGen16PeatHqdEgct8rr9ToA6fQb+8/8LKsbkiQ9UoXZ3d2l0WgMqzDJZJJMJkMymfxAVGAek5Y3x2PS8j7gvZweekgsDMMYOrO+kcHdT3Pst4ogCGgHbZp+ExWVrJRFEQaTSrql0zW6VIQKVtRCSkpEvAiT+5PEI3FKyRJW0sK1XAzfIGSESItp8jN5muEmzojDxPgEnuehqAp9+simTNNu0gTsD32I7q1bKK5L6pln0D42SiNiI5guh+VDWqkWTtRhWp4enq+qqsPRSoDpSITvfedl9rpd4rH4IHTR92l3OvQNA0fXsabPMLJzH7XTpK9FOJxcpLK6MRAENxpsbW0RBAGLTz2F0uuxcf8+QRAQS+bZqXuMzJ4+jiuIgiPSMapoQYuDksGNe9vYHpz0PCRZRlUVsEyEIGDLNEk6HUISjGWjaONnsaIF9twYgtOn3e7gNw4IMiMghBADH6FdYrT0gCYyQSSJ127SkxSyQNoy2D3cwGuVBz4svTZWp4kejaPICpqm4TgOQeDTqB4xGosw2a3QMPr0bBs1FOJsOk3DsvjyxgaO47C2tsbly5cHD+V+B3p1krkR4ADbsoioIcR+n5bh4aYmqXYbZCSXjzz1DPntVTr7+4iOgxgMfFcU3+cQ2L9zB8/zOHf2LCnXhVYLUimyWoDSA1dQiQejNAwbkiGCwMFPJNnbaBPLOZQoDZ1fd3Z2AIhGo2iaRr1ep91uc1irkYlFyWQyOI6Dqqis7+xwf3uHWCpNOp8fkJ9Qkp1XbY52ApqNOsQsMvMDE8Rutzt88D2sKmxsbFCpVIjH4ywtLQ1bQs1mk/X1dSRJolgscurUqeFDSvDnae5vEhbqRBNhknIRQ/G4VnuNRrXKEQZTv9zA66ZxLQ23K5ISp1iV/gvj/jOo/GCcWJIkootNwn6S0v4hZvQ+oU4Y27Tp0cczCsRyGqPzIYTDMX7xox/l2cuX37RCGwQB37p6le9evz5odwYBV86c4SNXrtBqtYZaoTf72Q8CIRCOHZPT6TQTE4M9pXk85v/gwQM0TRsKs/Xj6cT3G49Jy5vjMWl5H/BeC3ENYzDWevr06TdNZ30neDukJQgC1rw19ry94Z8prsJEa4J2uc2BeUAz28RqWhAavAWqqoqpmARHAVpVI4gGCIpAwklQVIokpwdvenJE5qZ3EyMwhsdelBaZzE3SbrdptVo4joN9/jzx0VFM1aamV3FbLrvbu0iSxOT0JDdTNxnLjKHIbzzyrY+PY8sys/k8ly5fprS/T29vj/CFC8TTaU6dOjUII3RexHNsBD8g7/vo29sc+T7iseFaMpkkm0wi2DbVZpNAFmm40Go2sC2TQjZFRFdxZZ+dlS22VlpMz8ywvbVNLDNOdXyaWdsisAwsQWAzO4YeCZPNF0nHw0wGOdjaol/ZQRJTlAtjTE6HaHZ6IDlEdAXRtVivlsE0sAUZUYsSTeVRxAAtcMkIBpGJHMrMCHfv3iUIAhK9PchdRglH0WJxHD+gc7RHPDeKV69i9PscNRu4rktuZIzEwjxPhpNcMz0wO/i+T61W49SpUywtLSGEFQ51nXh+jIxjcHpvFd13cG2LkhJmIzeNr6ps7K4xr2nUs1mahkEkFMIKhei7LkfdLp7nYds2u3t7eLEYcq1GKplEFQUuJl3utSWqD1qEkmHqlX3q3TbK1CS4Mr1WCE9ssra2xunTpzl9+jSvvfYaOzs7GIYxjF9oWzYnptKMFIsYlkXgeRxUKjzY3aNx+w6xWIwT8ydoLIeR/RCeB/VSD88RGMvNcOnSeVqt1vDBZ5ompVKJa9euYRgG8/PzTE5O4vs+6+vrHB4eApDP55mfn39kQq9v2ayVqowkk2Qyk7iCwFZ9i063SyYUYq23RUr08X2ZrtknpoWolmtIqR6H9gYT8TPDirDnebRbHTpKHWdkDUGz8WQfKeQTE8IkxCmUrMGTlz+K1png4vnzQ8ISENAUNukJZfQgQzqYZ3Nvn29fu0YulRoSkJdv3iQSCg3DKd/MUuGDpNN4fdVHkqTh2DQMCEO9Xmd1dRXbtkkmk6TTaZLJ5Ptm//DYwv/N8Zi0vE280/bQe0FagiAYWqo///zz73pv9u2Qlk7QYc/bIxJEsCyLXq/HkXNEtVcl3UjTCDew+zaFeIFavYYiKAgIdPQOsX5sWCJPHAs+f/g6XxGv0Aga2L5NTIwRE2IIsjAs+cbjcarVKvl8nuWDZQzDoFMdOLI6zsDSv+22+dL1L/H808//CLmrVqusrKzw4f/lf2Hrj/+Yzu4utFpMPf880tNPYxgGBwcHLCwMyuNBEBA0m2BZVMbH0WdmaF2/zlg+TzqZhFYL9blnaGY6eAVo9Y4ITnSRtzTanQ7dXg83EDECnUihSMcPEU+k0cM60ZnT1AWfeq2LLckEVpdiKkm/30ffukWnUUM5noo6YeyTtdrcGV2i36jg7t8jmL+IGk0SjkSohBPMiy59TUIPa+iaRtgyyD73JKoa8ODBGnt7e+i6zlNXzqFEw2xUW/ieQiwURhudxup3aZdMxlKj0O0jazGk3DSOohPLj3P+1IeROkeUttfB7bGzu8elp54lMXOGV5Y3sRsVzpfX8CMJzJCGEwiMGC2kXoW9yDT3KzX01gFT0SiF+XnSqRSdw0N29/YILItoIoGaSoFt07Ms9vf30VstpqamyGQyPJHyuKqJGIaFY3TxfZ9up4MuxjB98Pt91tfXuXnzJrlcDlVV6XQG90atVuPJJ59kfn4eo9ulW68ROC5t06Lp+eTyeRBEIODGK/fxSwUUNJpHPURZIJvLcfNru4ydSHLhI7PDB993X3qZ61/f5s5ftNCNk2jGCOXDCuWjA/r9Pq7WRDt5RC91j4Ogzoh/CQmVvmmyvLpKqVrD8QOO+gZ3796l3W4jCAInpqexHrQJiWtISkBMiVDM5/ECG7tvsLFywIHUJ5vNIssyd+7cwYknaV7YRAr5KE4eV64jihKRdARd7aDUxqivCYwWGa53H49b0u+zL34fAYEAyAanKG8uoYVCw/iNWCxGNBzmteVlzk9PP1JlsR2He+vrbOztkUkmCUzzA1FpAYaGjG+Ehxql8fHxYRWmXq+zsbGBqqpDgvNeVmEMw/iZVXk+6HhMWt4HvBekxfd97t69CwwW2XshJns7Tr7dYGA9/1CxDyAhESQDtI5GIpwgN5tDtmXanYEwM5QIkQ/lubhw8SceXxZkckIO3mTP8zyPo6Mj2u02juOgT+jEJ+NMBBMEBFhYdI46bKxusL2+zdmzZzl//jyJRILNnU3WW+ukLqZoKj6n/m//M0rTYWtnh8zYGJqmcfPmTQ4ODtB1nfFiEe/qVfxaDdfzsKtVxq9c4dC2Uba2yI+NMfuZz3A316ebslGtGIIrEi4KSFmByuoRgRcQThYJRTO4Vh8hUIikCsQ0kZgus39Yw7DaBL7P7PwCIUUkF1UIVdboJxLcvn+fSrU6MN2yDMKtAwzTxDdNIkYFeXSGQi5L5NQpQstX0btdxCBAME32JxfZakpIjV0i7QaiKLKwsMBTTz0FgHrnDge1BgdehMm9O0Qr+4i+T1bwcMZnsfQYSuBD9ZD9zDjFuSX69gIJOYqiqGiBxSsNmbTcpGlY5CSJkKrRFiXMeo2QLCNKMgvlDQq9BvOeyfV2m0q/z1OqihMKkXn6abYPDuh94xuMdLskdB1B09hKpRAVhX6/z71794hEIqTTGcKTCs0dm1gkhi8EhJUwakhj7mSEytEgRLJarbK7u8v4+DgjIyO4rovruty4cYNms8nZs2fJTQ4MzIRymd2tPs52gVArhSW1CctNDEGi33AxnC44oLYVonqC73zhDoZSJp6IEYvFuP9Shfa+C5JPJK5BK8Hnf+ebhMY7RMYc5MuvEI2GUcQwJa6y5b5E/7uX+fr3r1Gr1TAMg3wyyVQ6jSSKRCIRTp48SavVIpVK4apFDha+jNnxkQstnEwJvbJA3dhHqLfolg8JfI+dtQds7O1RnAqjFF0s08C3JXQ1hpLQGdNPo+1/gge93YHnzvE+VRZusid9j4Q/Ta/XIxwOUxHvYmdFvLXww2CDwd7m+wTH4uKHpM11Xf7kr/6KrVKJcCjEyuYmjUaDxcVFCseasp8lPM97S2Z0P1yFMQyDWq3G6urqQAv1Oi3Mu1mFeXjNH+NH8Zi0vA94NwWtMBD53bx5k5GREcbHx3n55ZfftWO/Hm/nvFVBRUAgHA7T6XYIh8PIukyn3iEWi3H65GmuuleRNIlCoYAW1SAEM8rMT3WOpmkOrdqr1SqTk5NE9SgZLUM1UR1WbKRAYiw8xr3qPTY3N7lx4wbr6+uoIRX5rExqLoUhGnS9LiVKXEhdQGkMJkTi8TiLi4ssLy+zsbFB5PCQaK2GEwpR2dtDAHKdDtlLlxA/9jGe/eQn2dndoRdfRSPOzvYWqhYhEo0jRjyixQj0dSRFxu3b7O7uDHNyZC1O/WCd6s42iqLwy7/8y0iSNJg4sW0C38c91tnIskwqlUKUZXRBIJPJYJomeR1miyE2ehIdH7jwHEGjQchz6KshjgwTu13DVdNkE31OnpQeCXw8ceIEu627jB08IFk/YN+2AQFRhHHJo44HrsMyCitKkqzj4jsWRqeJGtYQRuZpGCY73/sWgihyJqqhhSO0XLAR6dYqjCogqTK1QEQNPD46OsqtIOCvHId4u81cpcL8wgKJvT2snR0ato0YBCQPDpCmpkgUi+zu7rKzs8P3v/995HiW1KXTCLdlzL6Br8gsPBfDthrE43GeffZZ9vf3MQwDTdPI5/NDj5hSqUS5XObWrVucPHmSbDaL1RQ5vO2TTKQIRwxaVQnPieNIHUTRQ1VUbMfG6FlEYjaGEdBudvEDj93WXUojX8earNB2A8w7o+TyOeSyzvTFcdzL36La7HCw0sE0DbSUiD/2Eq2R/x3twzn4ZhbzfoQjIBmJ8OyFC4TjcQ6rVXY2N4mGQixkn6W9F1Ab/484bovw3ii+XEc79Spn6/8NRgNM2+KFyxeZGCly88EaUTlDNIjSrvVIZQqIdpsp9eeJT59kbfc2e60jjpxRELKUxVtInkalWsE0TGzLJpxJos42cL+tYh/bPni+P/CCmZoaxj4AbO7vs7W/TzGbpdFokDoO7Hzpxg1+5ed+jp813qkoWNd1xsfHh1WYVqtFrVYbVmEeamF+WsLxuD305nhMWt4HvJuVlmazyd27dzl16tSbCt7eLbwdAXFKSBEWwvTpkyvksDyLcr3MkrTE0tISAOc4x5q3hi3bhIIQZ+QzpMR35o7ZarXY39+nWq0OcnV8n2g0yunTp8lkMgiCQD/o0/AaSIJERsygjCjM/9I8e3t7fOc73+HmzZvExmOMh8ep79bZbGySy+fIjmZZd9dJCsmhnXYul2NmZobNzU1a9+4RymRo37uHbBhIkkRMFBnpdmlms2xtbXFn+Q7O0wpOvztwue100XUNUVCIJBPMTY5zUG3RqQ2ygyzLGlSJPIH98gbxaJjPfOYzSJI0aEUFAYKq0vU8uvU6oyMjRCIRJsbGEAwD+cQJHFHk5s2bbG5sIEsSuXSaTCZLLJHkJT+LL3oclEr4vo+qKMSSKWKuQ73fJhyJDsWj3W4Xu9VgtFXl0PYAEVGS6MRiqAKU5s7jxGNUDsuE9SyebeI4Hp5t03ZtxLyH5wW02m2CIOAgs4DpO4TkACeeIasqxHpValqcyu46dGukT57k48Ui3xME9vb2Bmm/5TLzjsNRMkmr00ECYqbJ/ksvEXz0o0zmsoxFw3RGChy1O7hqndWgRal0RN+oYjXnoFgkm80yOjrKCy+8wP3796lWq6iqysmTJ3Fdl4ODA27dukW73ebOnTvk06NsfcfDaLiEUzKJXJjCWJqD7Tp63sNqyoSkMEIgIykChGzCsTCqLtGNbFJNfZ2471FpGkz8Sov2Yo/6dyYJy0muvbJFMPo1nLZM4An4os3ErILmFmi1DI7qhyhXHmCX5knKF2iZJldXVtgpl+n3+wOju1iMVCZDXBshpIbo3xml70NdaPD04q9h5jdRo3miQYzWvsvlc2eJ9UPsxf8EwRfRtQx9jgg102zU9nHO/mfM51bohzf5svYfmJIv0nEqGB0XzRhHlER0XcejTSGyxGc/9jx/9Gd/RqffJxQO89TSEjFFeSSUslyrIYki9XqdXm9gVaCHQuyXy+9ovb/beDcmmSRJGqZRw4Bo1Ov1oabpoRYmlUq97SrM44TnN8dj0vI28bPUtOzt7bG3t8fFixffl37n26m0SILEE8oTbHvb7Bv7NMoNLmcuM5eaG34mLaV5UnyS1dYqqWSKvJR/W+fz0Bdjb29vaHcvCAKFQoETJ05Qr9eH48wAYSFMWP7Rt5V0Ok2hOMKLxUlaWoeqscPB3sFwBNr3feS4jNASHmm7jY+PDzZh26a+tgbHI7qq7+NbFsV+n7Wvf43ykxexiqPEW+M4ERNdDw8MCUUXVQpxpjiODjzodshkc2SyWRr1Os12l1ptkzAGv/jf/PojG50gCJTLZfYkiVHfZ+rh21y/DydPEigKqigyMTFBOp1mcXGRIAiO3wLXaccWcLTQ0DskHkvQ9QWMZh8/lKftRVk76GK3jli7f4vNlVXGohn0WHLg3huNEkumibQPCQkmfu4Uc/EMey0DU1BRjCPCeohEPE5AgKwqxONxDNvBSY5zLZZhceMaEaNDQlGwZZnNwx265RK6rg9aPo0Glz/xCfL5PDs7O/T39ujKMggCgiAgyzJOEBD1Ao72S0SLeWRVYXZmlgnT5NU7dzhcuUrp2H323MI0ly9ffuQ7fEhUms2BOPf8+fNks1kWFxdZWVlhY3WX1W926B6CLEm0yg6tSo30pIogyMycGCVYCFh9qUan5+IFDqYh0NV2OSz1OHtSYt79VcyUSzfc4WvrfwWLO5Re2qK6l6BUepXpuQ76iI3Ui/PzZ3+JaWmawAuwkxrf777Eq+0vETu7T/kbo3S6XQ4qFWK6Tv3oCE3TaIoir929y8hJC9fxMPourVaTkBpClj164QN8yaVj2YgTOknxBZ6d+gQbnVEe8CU6wQGZ1lP07mW4c+73Ubc13FSNwBewXYP92jqKnaaXXEcP0hQTc7hyD0+wmfY/THJ+hk8/9xytdptnnn6a1ZUVDMN45CUqm0zSbLXQZBlRFMlms2xsbzOSy72tNf9e4b0Yv36YfzU2NjYMeq3X62xubqIck7p0Oj0MjvxxeDw99OZ4TFreB/y0pMX3/aGfwJUrV943BfvbHdUOCSGiR1G0bY1Pnf/UGy46QRCQBInAf+NAMDMw8fHR0YcL23VdSqUSpVJp6HejKAojIyOMjo4SCoUGI8fHWpofh3q9zvK9+6TGFumbNt3ODiE9RqoYod+okEolsQIL68Di+9//PoIgMDY2hq7rQ+Fe03F4st+n43lIvo/S7+PLMo4ikphLU733PULPfIJQIKBIMeSpwfevKCqJ+jhyWOTu/duIdoAaHyGeiNPtWVhWDaO5z6nzZ7hz5w6Li4vDa1gul1lbW4NwGJ5/nrAggOch5HIIiQTC/v5gtDoWG7j19vuMjY0NHySbDYtbdXAsDwKfnt9jTA8wbAHB89DNDnuHJVqWw73VdfA9bMEmGxhYuTzRsE5aDujqUZpaFGP9Jl1XxHA8pFgWTREZn5ohmS0iBC7NRgMrmUdBQFBU9h2Lq22PET3O/NgYp492iIc7eKkUIyMjhIG6plG7f5/5+XlSqRR1UUTc38f1vIHVvB+gRDL0omlGp09SsX3cygHVao1cLse5kwvsHFVQFIVGo0GpVOLOnTvMzc0N21+iKLK0tMStW7fodrvcvn2bc+fOYfd95mcX2LthoMo2atygVTaIJXQcS8QxQAspXHnhLLNLo7x27i6vfus2rXYTIgbxtM6JsRGUoEajV6fV7ZAMZfjY/C/wxdrvEooH3Lv3PUKJAOPaFPn/fo+l8cvMJE/SlDfwegpmL8rTIx+hyg677FK2LFRJouu67O/sYBoGIU1jZGSErYMDZC2EMO8hioMU6FDeoqOUkY0orSMTNRQi0Pr0OGL33hGWC1k+SfyYnNvqMk7Qo77bIVB3cDqgqCpKtMWk+TGyyZMU0hMYwhGxYIzz7m+QDAbtXN/zCGsaBAGGYSDLMolEYrjOZN9HVxQanQ5jIyO0ul2CIOBDF3+yfu39wHvtGSOK4iNVGNM0h20kwzBIJBJkMpk3rcI8bg+9OR6TlneAh8nA79XnXw/LsoZTD6dOnXpfRwZFUXzLTr5vltD8Zsf94QqOHdjcc+9R9wcGVVEhyqw7S6M0SHR9SJ7C4fDQWfT1i/2tVIX29/fZ3t4mmh6hVm9imz1EWyTUiyDE+4SlGD23h+7paLsarVYL27aHDqaKolAoFMgsLlL7/veJCqC6LrYCDfoIIR/HDJBUDfG1bby/N0WEFKYbBj9E5GiUwBa4ZR7guyHSMYGl0+Ncu3GH69/7MsmYzt/53K+zv79Pp9Ph2rVrTM/M0ncEtvbqCGqKiUKK0emxN/0do9EowLAS9RAzqRCJiMB+X8fyAnSrQbdaQdjaJH+0i+e6jMsKYiTJ5Mwi2bjM4tmzyLdv0yuXcW2NTizHwbkXaNRbHHX7dNevkbAqzJ1+AjE/R1cOc3YsQUE2+PL9b3J/bR8pP4sWS7J79yqebdFN5CgrYSKZMU6HJOLpcURBoB2J4c2M4rdbrK6uMjo6yszTT9P72tco9Pu0LQsXFVeQ2ZZV8q6DJIi48Tytwwdoeofp8Qk+9KHnOTgsc/Xq1UGmz7GOZWDeNjkUTJ45c4abN29SLbX537/0dUJCDFES6DZNInGNjZ1VPDNE4PuEwzFEO8xTnz7F7NIogiCQHYux+PQI1erA72OkUCCBz05rD1cwAZ+GWSEfGyEVTvGg0yaaHVQdnKMo5f+wyM//d0/T7Vi4nopdU9E1BVEWmR+dY/2uQ1rTKGSz1C2LqK5TbzQI6zqeIBAJhxnLnCKiSZRPv4Ls5lDG69z3v8ylyv+IJAsICCTUOPvBXST1AmFVJQgCNE0jHo+TCjts5K8ix8qYOQc/C35fwLdFarUaSjpCsfJpJqJnhhU6GLxEeJ6HpzfZtL6LqXeYiJ0d/v3+/j4HBwe8cP48vqpSabVIJxJItv2BEOHC+290p2naI1WYh1qYzc1NZFkein0fVmH6/f4jOrPH+AEek5b3Ae+UaLRaLe7cuTMUB/44vBcW2W+1PeS6Lrdu3SIajXLhwoWfeB5vdNwVd4W6XydCBNM22evusdnfJL+fR0AglUoxPj5OKpV6w+P/OGIYBAH3799nZ2eHaDRKtd4hEKRjbYdKpDtF3+vS9PaxD/pYdYt8Ns/TTz+NIAgkEgk6nc7wnKvVKo1QiNmwjVPr41k9lJCKLXrUnC6i6xCVRIhBX2wi1jSCqE9bWsV4TWKiOImqRZmYGWX5zm2++82vkoyGuHzpIuPj4xSLRdbX1zk4POTG/V0cX0LXFBKJDJYYodVzSEQe9cIQBAHf94dBnj9MWgDSakBafXiNkmw0GqjdOkeBQN/1kXybKbmDmhpn4fJ50tks/sgIe6+8yoafQUinaTcblHe2aLbbRCeWGHN2OTFRZG6uyOrqKjlX58HqBvniKMr9dZq3v4Ec0gnpESzPJRTS6HsiR4Vp9NMXsbZWaPQNmDhBTLA5PR5jf3+fUqlEt9tl/uMf5/CVVzDW16mnCjxQYxz1e5wxDFxRRgvHyE2fICH71Fst7j9YJ5vNMj09PdQFyLJMq9Xi9u3bJJNJJicnSSQSnDq5xB98/ut4rkeQCNBlnUqpjuu7xJMxWkGTwtgIMTXF058+wdkXJob3nqZpSJKEqqrDLKOEJBApTdOJ30NLgiqH0EMgL89xajbD0pIzrBYmpSTuQRo6EUzdQsq18WUIhdNE2imuqJ/maLqOqChY3S7RfJ7Tp09zd2MD07ZJZbNsNZqMXztDLBvGG9kh7RaQEgZlbwNjx2dyZIb7wjfI6ae5WLj0I/eDyzkq6h9iewZ2JwKKhZr1EXsx5K5JazfEYaVPTb6BoiikUilSqRSyIlMtfpNO4Sb7ooQ1a2HGJijJUZrWIa6TIaM+z5mFpym8zub/1VdffcP1+bPAz9KdVxTF4bWEwYvpwyrM7/zO7wzTyCcmJt7yMX/7t3+b3/3d30UQBM6ePcu/+3f/joODAz73uc9Rq9W4dOkSf/AHf/BTxbp8UPCYtHxAUSqV2N7e5sKFCz+xTPjwgf1uk5a3MvLc7/e5efPm20qS/mHS4gQOVb+K7uscHh0OKxteyCM5nuRE8cSPiNL8wMfBQUFBFMQ3JViO4/CNb3yDZrNJPp/HdV20iIQWzaBIYJrWYApHyHMxtUSQbw9dbXu9HnNzc5w8eRIYEIFyucz6+jq9uIg2HSNvGCgHHbpBn5WgghCCoG/hX5wgCALsno3fEojFdfp+h7Zi0W4nWRgd5/6Dbe7fuMbY8Vj12NiggiLL8kB7EYhUNquY/QaHpQ6zs7PE4zGOWhbxsPyG33ckEkEURUzTHAb2vR5BEOB6AQEgHezg+D6BNNi8o/E4ih5hTvYplUpsbGyQSqXQJqZp12Sc4/A53/MIadpg+qZhIAgChmFweHhItVbDiI5SjSSZfCFHqtNlZ/kaKDrFqXnUUAhjf5Ve5AmswGO5Z+G5PvNyQNvX2CuXmJ6aolQq0W63eenqVQRJojs6SjkxTSyeoLHxgFe2Kzw3P4oi+Ci+h66H2Skd0Gy1aZsunm1hHXtdXLx4kXK5zP7+/jB3KplMogUpouEEldY+d1+5ia6HmZ2a52DVIhFLk5nKgycRK8qcembskev9cPNXFIVSqcT+/j7PnjvLVH6Kdr/AQWuNWFzDqYSZcD7OhU/pPP3008MptyAImBkfI6UoVBtZSntbhGMSYj9J+fsNjFaXnZ0dDg4OyOTzaBMTbLTb2I5DJhIhsCxGxsaotZssRJKs/vVNdkSbyKdaZLMmxdlJdvQKrXaTi+7/9MhOv7m3xzdefZWjzgHqJ7uYqoeHgiC6IEj4sksyPE56+5N0jR65XBjHcTg6OuL+gwfcqH0b5+JX0NcKRLUITrhLM/UXxFsn0ZqjuLFtQiN9UqGf/ZTQm+GDFJgYCoUYHR1ldHSUf/Wv/hVf//rX+Tf/5t/wL//lv+Tf//t/z6c+9Sl+/ud/fmDY+AZrfn9/n3/9r/81y8vL6LrO3/7bf5s//uM/5i/+4i/4x//4H/O5z32Of/AP/gG/93u/xz/8h//wZ/Abvrt4TFo+YAiCgJVjYdtParM8xENy8W4vwp9UaXmYoHrmzJlH+tlv5biPhDwe/yeKIgjH1uOxKGJUZCY0Q0R8lLAcuAese+s4OKiCyoK0QEyIPVJpCYKAnZ0dvvKVr5BKpcjn80QiEaampoglUqyXuvhAPKTheAGKLDKSjSFLSVKpFPfu3aNSqXD79u3jUL4isVgMy7KYm5ujp/YwZkx2WgbFehu90eG8muNBdx/zU08jnBnD8R36R328rkM4EkdTdLoxm3goQa1Wp3a4x/z8PJZloWnasEry8NoeVevE43E8Z0BAdnZ2GB8fx/FEAuD129friWskEqHT6dDpdB4pMTueT6lm0rM8fM/DbLYJ93sIqk4kFkfTI8RjOuFMEm1uEdP2cKwerUaNXkelXj5CkWViqRT54ggWMs5en+985zvEYjHu3r3LxKkLKAuL+N0G/XqVfrvDyNwZjI3rxMrLhFUoVxu0ctPca1bo9XqIgkAsEsW3PexOwPb2NhMTE8MRc0EQWFpa4tTSDDeqLsXRMZqNOt89MompLvVb30SSBGYuPIM79xy+INHrdmlt3iZTq9PtdpmcnGR0dHRYxWk2mzQPjuh2Bo6nvu/jOA4hXSYzrjNxNkIikqNtV8hOifiBC/ygHalpGs1m85EwTE/TSBXy5AIQNjw8T0QcizMTrtLpdOh2uywuLg71NI1uj6lTi2TzOTJHKTr9Pn5I4/z5COvr64Px+kiEwHVRTRMJSGka5YMDtre2qNaqTBT3WW7tAjoxVUJ5ReRo2iF6rke0OUJ2+8PUkzZyvkEikeCwWuWP/uIvCGsaiaTGYdOmXcoSjeVwLY9kMgWxNqHtjzCamMfSLKLRKDMzM6xvb/OFl18mmN9AdkQqtRZ7bpniuTJK06Xbv4O3ZXL25GnkqE3Fu8uY/+Rb3hfeT3yQSMvrEQqF+NSnPsXXvvY1/uk//acsLi7ypS99id/6rd/iQx/6EP/oH/2jN/w513UxDAPl2MNoZGSEr33ta/zhH/4hAH/v7/09/sW/+BePSct/rfhpNCo/DrZtc+vWLVKpFCdPnnzLlZOHJOCtEJy3gx8nxH34Fnjp0qW3bWz3w9dPFVQyQoZG0Bg4eUoyFhaSIBETYo/8bN2vc8+7h45OSAjhBA533DucF87j+z5BEFCtVrlz5w7Ly8tMT0+Ty+WYmpoin88Pr+n8WIxqy8KwPZJRiWxcQz6uOMRiMS5evIhpmhwcHLCyskL76IiZdJry6ipOpcLM0jyl6goThkrz5DimYSH7DudiCxw8P08tauHigg5O4KFqIWwpYDS9iNvXcW2PXCrCSCFLrVbDcRzi8fjgd6zXWV5eRggE9KiOHYkMHToDRDRVQnyDe+PhNY1Go8OH5OtJS6lm0rc8ZMGnVDmkJWgsBD5ep0YsnWGqkETsdSnpWbo1C4QAxxHpWyKjYgc7O4IWTxEJhwklUszIPdrjI6ysrFCtVgGQ0mOYvQ5HezuUSiVGsjnm81mik7+I2K9j2xaVo2/QaVSwQxqRY88Uw/PJp5OMylm2t7f4+te/jq7rZLNZFEUZ6JcauzwxcoJbgU/fBV/wcesbNNtN+i7Yho5nVCjms1iBgzZ5mu3D+yhXb/Ds00+RTESZmpoakpfA22Pb62E1HLK5HKGQxuFeg9ETca58YoHJ0VFW1tbYXD3ky3/8GvlcnsmlLLGczNra2iM5RiMjIxRHRvF0HS/w+fatW4xNTHBpfhrDNuh0OvR6PVKpFKdPn+bGjRt0Oh2W1zc4tbhIqWfQbXeYn8sRTSQxTZNPf/rTVKtVms0mmqZxa3ubaq+HI8u4nkfLKJM31uj5UTyrjyxL5EmidUE2f4XPfOrnuX5wnUQiMUw3vrqygmPbCKEQR1ttgvEoUrgNbhJNEUH0kbwIbjPO2Z87y61bt2g0GxiVHe7r3yDzYplez6Jr9fADSEcqyCED3wuQ/QCEHXxhEQGw6f7IvflBwcM06w8qHgpxR0dH+Y3f+A1+4zd+400/OzY2xj/5J/+EyclJdF3nE5/4BJcuXRpEoBw/E8bHx9nf33+/Tv89xWPS8j7ix7H7TqfD7du3mZ+fHwb4vVW8VzEBb1Rp8X2fe/fu4Xkely9ffkeTTG903EVlkTvOHVpSCwEBTdA4I59BFB69XiWvhIxMv9un3WqjaiqmbvI96Xv0lT7ObYfyepnDw0POnDnD5OIkftqnKTRRAoUUA01MSJEYy755202WZU6cOEEoFEKp19EePGCv00Hc3SXvOGz++Z+TW5jAPjVKOB6DvozveuTIM9Yd527eYsfbwc/6yIGIKTVQ2inkThTHt9E1FV3LMjExweHhIaqqomkajUaDu3fv4vs+42NjlJsmHhLpbIF4KksAFFM/6uT5eoIbi8U4ODig2/3BQ8Nx/UGFxbH4/tVXabVag3smnGHOOyCOR79aoZEfpypqBO0GrVZzMO2l6qQkj+lRnfWqgIfPUspDc1xearepVqtomsb8/Dx6RKer6tiWhRAETIyMEgqHiYRVzN4RvW6XVGGGrat/zfSHfxU1nqFl+cjtLs9PREBOsbJyn36/j23bnD9/nqmpqUHw4NERkV6Pj87M8tLOJkf7u0ycmMcZGcFNjGELIobZ5/DgAEEUSceSRGbPY/WqXF89JBVXOT03iqIoTE9PMzY2Rlhe4dv/eQXZ0+k3LIJQG0HvMnKQJ7h3j1y1z8Zyn20nRifrc/M7G6TmoLCgoWka2WyWqakpOp0OzWYTXdfp9Q06vR6qqhIOh4nFYhweHg6/D1VVh0LggRhzg+lsBksPIRl9XM8npoUYHx+n3+9TLpdptVpMBwE7N28Sj8dxHYeY3sT3AyRRwnQH16vd1YnoHe6vLLM8OcX+/j4t02SvWiWi6/Qdh163S+U4+0j73hm4/G2kVJtoJIwQKPRfvsypkyfQdZ3Tp0/zrd0/4EHyS1TrJiRFHH0HRe0heTZy4GO3ZZSCjbcfJqQKdPt7RCiSCmaH998HrbLxQTufH8bb8WlpNBr86Z/+KZubmySTSX7913+dv/qrv3qPz/Bnh8ek5X3Cj2vhPNRJnDt3bjj98Xbwbjvuvtlxbdvm5s2bQ6HjO9XQvNH5hoQQF5WL9OkTBAFhIfwjhAXADVwEBBzbwfVcOkIHy7XwqoOMkFK0hFtz+fhzHyd/Is898R74ICKy5+0xJU0xL8+/pfMUBIFcMkmxXKYiy5SXl/EEgXgsRj6fJyjVSaTyOHoEs2URDsIoURXLMzCxyVt51kprxLIJgkBCPpTYWVkmGo1wYmEBPZGj1WoDEI/HaTabA1M132d0dBRVVXF6+3QrFbL5cXJxhZFcBFV+48329ZUWgHa7Pfw707JotVp0W3WazSau66IoCs14imuCwcJoEV9RcLQEQbfN3u42vV5vUEUYmyA3MsH8RIakPNC6lFa2UVWViYkJCoUCtVqN1157jUzPRph/Fl+QSKfSaHoYP4CDjfsYrTqCIKBFEljNCptf+v9QnF2i2Wqi2l3aC/PD9fGwere8vMzW1hbj4+OUy2Vs22ZjY4Nut0s0Eqbb7aKqKtVWi0hWJJFIYBoGqiQTVVUs26JTO0IWAxDSvHL9LiemRsjn8yiKwuXnz1CYTPL1L73E7n6VjlFjvpfkYHmZ/NQ05aMOJ1IOTv2Ie/stkokkpeWApScnOH9eH74RdzodGo0GIyMjtFotgGG+1cPvo9VpExAgBBBVFZ5eWqTVaCAAoufR7g2C+kZHRlicGCeUL9Lt9ajVaoTDYfYrFRRJotFu43oeoVCYeCyK62uE5EFbQJYcbE9jNJ2nVqvxnRs36LoueiiE47qUazVEQWA8nyedTqOGQtz4cx9roosZ1pE6I0ynZczm5/nGN/6I4thF3IUbhKoZ5H6Lw1oNggxBxkH2bUh6BI0QdkdCDUEQdvH1KnPeb5AIph65Nz8oYYnwwUmcfjMYhvGWSctXvvIVZmZmyB174PzKr/wKL7300nCdy7LM3t7eUDP3Nx2PScv7hIfVkNe3cIIg4MGDB7Tbba5cufKm6ahv5djvNWl5WAk6ceLEcHG8G8d9PQRBIELkUbHGMezAZtPb5NA/pBk0ySQzRPUobaeNZ3v0K326lS6yKJO5kGH53jLXgmvIIXmQEaOqjI2Nscsuo9IoYeEneyCIoojY6SBLEmFRRAgCbN9np1Qil0jgRWNQbTJ+/hKqqWL1+wi+z1FeIESIOyt3qBxVoCsRHysQysrYtoVtKyTi8cGob2fw9h0EwZCwjIyMMDIywvXr1yEISMfDyH6XsVwc+U0Iy+sfCOFweGj9bxjGwJRufx9TiNPrW5wbLRKxTTo+9MIhFpaukM1mcF2XajfAcGBkZIRKpUIikUCUZPb3tqkfrJPL5eh2u2xtbZFMZ5k79QTZZBaT+yDepnmwg9XoYGVmyaRzSJJMfXuFoN8kkUiQTKVxXY90Kkmn0yFolxG7Hda3t6keHXLx4sVhK8+2bba2tqhWq3SaTc4lEuitFqZlcaNeZ19VeeLCBUKhEGZpFzc7j9wsMxnV8fExLYfdlTscba+STqf56M99HMdSWVlZ4fDwkLm5OSKRCIoqkyzomEGCGSdMtNtlrVTi3uYeipkmntTJuHX2dx1ESSSqpjC7Hs1ek1arha7r1OsD7UyhUGB3dxfTNAmFQliWxW6oxx/O73OoW5yRDf5Ha4klW8cJAkqNBhPJJK1Wg7X1B0iCyPj4OPFYDMf3iEajZDIZKtUqh8fZQJLvIwkCnh+hZY4xmW3S6TmAiyAGFCd+hV//xV+iWqvRNE3Gi0UePHiA67romkaz36drmhjlMoIgcHn+HE8sLtLu9bB6t+m1vsnBQYpwOErtwedppjYReguU9/fp2g6yqqDZERovFYlZdcLaGKIUYKe6qAmbJy//A05mfxnhdQv5g17Z+KDh7fi0TE5O8vLLLw8CVXWdr371q1y+fJkXX3yR//Sf/hOf+9zn+P3f/31++Zd/+T0+6/cHj0nLO8C74Yr7+jHhixcv/lRvIW/XBO7tHNf3fY6Ojnjw4ME7rgS92XHfKoIg4JZzi07QISkkMV2TPXcPbAikAM3SMEyD/PHboy3Z9MweVmDhVwaeCL7v47ou0XyUWrhGOPKTNwRBEPBft9FqmoYfBFimCaKIHwrRsm0KnQ6a6+K5Dp2leYRknFpjHUVWji36DSRZICIkmJmZQdd1Ot0+hUKETr09NIMLh8MUi0Xm5+e5ceMGvu8PR7xlWf6xmqXX64QeinG3t7f5zne+g6Zp9Pt92p0yp6UwaaODF4Bp9KFbYebDFxGPN8ik7bFV7hOPx5iansG0HWzTxG03sC2b69evs7OzQ7PVITd9HkGNUavV8UWNqVNXuPHdv+be3W8TicaIXn4SMfwCCU3FFWNksnmi8SSZiID74otcv34dVVXRdR1XSxCdOk3izDlOLEwwlw6B73Hx4kXu3btHdHOTdLdLKJ/Hc12iQcDNY/I0MjJCMiQhv/JFLuZHEDoyUS1Eq1lmtbo3vH7JRBLT6HJU2+Lo6Ig7d+4Qj8dxHIerV68SCoV4en6ehCxTr1bpGh1ifhzbcVFkmXQ6QjwWx+66NLtVavXaUMtTr9exbRtBENja2mJvb4/19XVulTf4g4U9ev0W6pHHAyPgbkRDbMTZXNnGdV1yYR0BAVFVEYIB6XRtj1bHIJyJMDExwfr2NtKxb5LjeYhA4Hns1kf5b3/p/8ThwTVW17aRlFmeWHh+oANSVUKhEN1uF8MwCIKAVCpFLJHgY08+Sa/fR1MU4uEw1WoVWRLpt19BklJsbx/S7XYI6QpCcY9us4/vaaQjYbIjeaREk9jcKfqVa5hum0BIIvQ1suosUf/yI4Tl4Rr+IJGWD1LV543wdtpDTz31FL/2a7/GxYsXkWWZCxcu8Ju/+Zv84i/+Ip/73Of4Z//sn3HhwgX+/t//++/xWb8/eExa3ie8vhrS6/W4efMms7OzFIvFn/rY72V7qNvtsr29zeXLl9+1Gf83Ol8v8OgHfWRBRhcejShoB21aXgu/4/Og/ADLtoimoji6QzSI4jkeCwsL1Bt1UiMpdFdn+oVp7kfuY9s2yUaSdruNJEv0+j1WHqxQ02uMjIyQy+XedDMVBAEnHEaIx4k5Dno0CpaFns1Ssyy8gwOKn/0s8osvsrX9XTYUj0i6gd0s03W6+LLP4qlFglCAbxmIXZ1MLozve5iWSUx22Kgcsbm5yalTp8jn8ywsLLCzs0On0xlqJrrlfVKBCI4Fypsn0z4kLe12m729PXZ3dykUCqiqiiAIzMSjFKo1omNjrKyuYvR7nBwdha0tOM6H0lWJqXyYasvCcn0yMY3seAJJyHPjxg1s20bXdXJjcwiizGuvvjz8LlUtQjI3huNcIxLWuXz+DLmUQsvwieTGCEejZDMJ3H5zOOFUrVaZOPsks5c/TODatAybG2WLnqDxzGiUaBSeOX+e+s4OR4LAnVu3Bveh75PudPjL+/eJJpMsFYs8HVFY27iLqIXJptOMxpJcymbYkRRSqTRbO7tEJQtd12m1WjSbTRqNBkdHRzSbTebm5hg/c4bM+jpKLEanaOD0JIK6TVNOMT01Ba7I0keyzC2lie4PXJtTqRTxeJxyufzIJFgikeBmqkwggt6HZntQtYtrCg9o4Nk2AlCuN5gZKZKIxvACgW7ZodKp8ur3a8iKxLOfPUE8Hkf0fWK6PiQgpmWRjaSpV0VU6RKVtsdutcR2/Ut87do1RjMZms0msdFRCoXC4M39+F5PRSKcmp2lbZp86aWX6JsmjmOQUw9IRsc5OBj4yUQiUfRXQyhXLGK5GJl0GkFtEtqAlGbSJkbf3EOUJTzxHK3KOGPbhxSLU49UCnzf/8AThQ8SjONx/beK3/qt3+K3fuu3Hvmz2dlZXnnllXf71H7meExa3ic8rIZUKhVWV1c5e/bscFrkp8V7IcT1PG8ouL106dK7+pb0w9NDVa/KPffeYNoGyIk5TsmnMHoG1WqVvd4eR9EjhL5Aq9VCFEWS0SSO4uBVPLRxDU3W6AbdgcGdcoG4GCfshbnr3iWdSyMi0nW6qG0VxVNotVq0Wi3W19cpFAoDK/kfKscKgkAAyFeuINy7R7bZ5PDOHdb39mibJmd/+ZeZ/tSnOBSr7OY6CA2VdrmNIAv03B6juVHi2ThyX8ZcMbE6uziiQG4+Q6VS4tpLN9m6t4mSyVAsFlkcL+B880/wX/sumeQo4x//2zjf/hNO3vw6ejhC6Paf4Xzk7+CfvPKG19S2bVZWVjg6OhrkJ8kyiqIgioPAu6Lvk0qn6FomZr83CHrM5eDoaEhaAMIhicn8D66F4zjcXb5Hv99ncnKShYUFqt2AW3dXaDQa+L5PoVBAkUViyQyaplEsFtF1nbnZGVKpFN++vcGmp9NwIsiRFIxJTE4N7q/Y/GU8o0OrXsUPAgTPwbRGsHZrSHYXs1Rivlaj3m5TqVSGhn9RSUI6bjukPA89lSLa7w+IiNUnMPqkkznaEwvIikJ17wGJqQLpfJ6pqSl83+fw8JBvf/vbaJpGoVBgcnaW8MgIkevXCR0d0ff6NJIBNWGU+fFxZs/lGJ0fVL80TRsEGKbTFItFlpeXhxk88Xicy5cvsyLfIS9JlBWRVtshpGocxnzm3Rh23EEIAjq2Tc92iMWiWM2A/e0GzTaEYhK+I/Dt/7TCxDMhFFFEDoW4cuYM9UYD23VJRqM4vk+r02GvVsMxDCqHhxi9Hmvr66hA37IYnZgY+uk8ubRE4Pss3/sKr937U3TVJxmaQYicoV0PI4pVZmfnqFSO8H2XWKtAZusXSJxxCAyX9mu3cSsa+06Pg5qDLBbRBItc8Qm2Si2WNzfJpFKcP39+SFQet4feHoIgeN/iWv6m4TFpeQd4J28Moiiyu7s79F95N50J3+1Ki2ma3Lhxg9HRUQzDeE/9X6zA4o57BxWVECEM0+CB/YDdyi7hyuDB6UkeQkwgEo8QjUZJppI0zSZ+0+eTU5+kLbepBTX6rT5Pjj85rNQUpSKqoLLv7eMEDjPaDMVIEQoD8fPDCZuHQZSpVIricSqwKIo/8D7RNOQLFzjSNI4mJvBLJUYyGaaeew5JVSnZJURHZHNjk3a7TTqdZvbsLOfS55iWpyEEh9OHXF+7zm5kG9dNcPQf/gv9tT38tk+8MM3ER55D/qN/SWtvCx2ZfPeQ+B/dptFo0tAzKKk0vqagfPnfYefG8bUEwe4utFqQTHLQbrO6tUWhUEAURebn5zFNk3K5TDqdZnx8nFFFgevXkQ2DEVGEcBjBdeHHeOwYhsGdO3cwTRNVVVlaWiIWi7GxexdZDZFIJJAkiZGREQ4rdQ52NykWi5w5cwZN00inM3QFjX7uJGKrSv1gB0VVcSQdfWKRJ/N57PEp2uVd9jqdQWyCZRHuWNy8/Q3OxGSej0RIBAG6opCfmKAbiZDLZGi3Wvz8hQskUynknR1E0yQSiWAYxsBq3jY53H3AWu2Qp568wshYhnQqNUwdB0ilUty5c4dWq4Wmady4cYNiscj0hz5E+OiIb335yxzJJh/56CRLSycfuTYP17BlWSQSiWGo5cTExLCNOu+n+dfKVdy4jSerHOoB/2/lPv/PzlNEY1HCmobrutw9OOTle6soK2kiMRWj3yMWizE6Okqj0qW863NpYYGNSgXDtrGDgOZxC+Hm1hb1ZpN0Msl2o8FRpUIqmSSdyxHWdZ5eWmKvvIwq3GMs4xGWOkQiU6yt/yVCYGFaElbzZVz/Dl2ewLKvMTsiMzISxrIsUqnn+cxH/icMw6BWO+BG4z6KnsKwWyiKQkhR8V2DzY1baNE51vf2ODU5yf7+PuPj48AHT4j7GH9z8Zi0vA9wXZdarUYkEnnXqxbw7lZaHkYHnDp1ilQqxd7e3rty3Nfj9aSl4Tfw8XEMh4PqAUEQ4As+lm6RCqWGyahGzGAtWMMPfMrNMkqg8JHJj6BJGhoaefI02o0faS2lxTRpMf3oCUgMHSjb7TaHh4ccHR3RaDRoNBqoqkqhUEDX9WFFyHVdKtUqgiwzfe4czWYTwzCIx+M0mg021jeo1+s4jkOxWCSRSDDwnR2gUCggizLBXsDR/+vPsbbKWFENOasQMuCVf/5/4fycwnrHotvpMjs7S2jtGi0hwqoxqGaMjo0yrgb0vvkXaGIWGbAAc2WFiOMwGQTMAbF0mnKrRb1Ww/U8xsbGmJmZwa9UoF5Hsizisoxq21Auw4ULb/g9NZvNYVBnJBLh9OnThEIhXn31VV67eo3U2Elm5k9iuy5Nw6ZcrdGo7PPZz36WpaUlqq0uX9lo4yWidAWFlqOwc/c6uiIxNjmNHxthZ+Ua0eQCli8giANnY1XTCId16u06Z7QUgSTR1TTipklcktCTSchmqRUKFEMhnnrqKRr7+/jf+Q6eKCLLMkanQ0KWuSsI+J6Dqirs7u7iHV+Ph2aIOzs7xGIxLly4wMTEBLZtc3BwQLVaJZPJIKbTSJUKjUYD0zQf8SR6+P+WNXBVjkQidLtdut3uMCivI1jEUakHNn3bIhpS8AVYTXuk71vsbmzQ6Bm0DYNiNovWKGA6HXp+QKPZRBBF+m2HrBDl4y++yN7eHtsHB3zv7l3GMxmSsRhhVWXPNAm8JmP5GslIk3AsTTSVIq7pTBQ0+s2rBIGMY4V48OBV+v3/L54wieNJiAgYto4sd+gbbbrWU3iiQTqqMTt6lmJhgcPDQ06dOkWxWKBancXzBHxBoNbpEIvF6PfaFHPzBGKCUCjE3t4eW1tbLJ4+TSabJZtKfWAqLR80z5gfxgf9/H7WeExa3mM8tLl/aED1Xizcd6vS8naiA34avNH5KqpCEASoIZWQHkLVVZ6eefqRz8SsGNceXGM+Oc+p0VOo4k9frYrH48TjcWZnZ4fVl16vx+7uLr1eb/AWrSj0KhU6XhV/TqGrd3Fll1KtxPLyMquNVeyijaIqXLp8iYnJCQwMcuIPpqxcXISYgN4PqC+v46VjdDtdNFGnKQUo6ztsaikO+x1sywYB0q6NKPhIbpii1yW+18BQVfqps1hhOGw0MPp9HFHkVChETpJoKgoHlQqK4xDt92nF4zQaDba2tojdv48cjdIxDETThEQCNRJ5Q6O6Yaq055GLxzlx+jSCLPPd7353MNUEnBhPYEbS3Ct1qBsWjXCWs7/89/nULzyJ2W1zs6XSb/YQets46kDQGhmZo7F+k7Rp4lkm3W6XSOku2TMvgqzSajSIxBOMqTYXn7pIptHAC4WoOQ4dSSIdCuE6DvaJE/iNBvR69Ho9CjMzdGWZwz/7M2JBgB0E3PV9/G6Xj05MMGrb9GSZBw8eIMsyL7zwAvV6nU6ngyiKFAoFZmdn0XWd9fV1Wq0Wr7zyCrZtUywWh0nrr295PGy9ua47HCH3ff840XswCbgpNllyMjy4V0Xs98jFVE6fmmez8ippewVd3CGSKjB7+bOcXniKW1/fY/n7e8QTg1byxuoOqVSSudOLzM3NYZomu0dHuK6LJEmUSiU6nQ6jaYd27RvIEYFkRERVb1HttJD7S6ys/TWtTpdeT6RRq5HJZFBVA2jiuRouICkqAga23cFxokjpWeqWyK9c/hi1w0Oq1SqHh4cUi0VOnvxVbt78PdKJENEq2NYBsdQ5hFCeeqvF3/r4x/Etiz//+te59eUvEw6H8T2Pp5eWiMfjZDIZQqE312a91/ib0qp6XJl6YzwmLe8hXm9z/7D3/15AkqS3nMb8RgiCgLW1Nbrd7luODvhp8HrSkhJTSEgEUsD4+DiiKNKhw7Q0/cjPdLtd7t66y9kTZ3/qkevXIwgCnF4PSVGGKaytVovDw0M219ep/tVf8bV/+2/pOl2CFOR/7eNEl05Qqu+xLWzBPYFmvYmOzuLFRSKpCBYWJ6WTRMUfTFqJiMiCTDQWo6/rGKJINBZHT0RRzThOKEYyHEHMpOl128SiMexOH6nf4Um1R1jXsSwLwWziVw/wEzojnocjSaiyTEgQaDkO+zs7gweoIDAjy/zn9XWq1SrFYpEP2zaWLHNw7HcyoWnkmk16N24gj48TTyaJxuMcHBywu39ApOcy3mkTbffwykcsuw639g8IJ3IsLZ0GVeHGQZd2rczO9haB71M8f5k/fXkZZ+8enbFL1Pbu0bddsgsXURWJcDyBUBhFDseZj4uMnDtHPp/nwtk8t7bhWwcPaG++SraQRM9k0A2Dw253oH0pFilOT+O0WtQ8j+3tbRqNBqFQaNCOGhnhfipFT5KIFgqMrq8zoaqEbZtp3ycpCHzJ97l5/TZOe5DdJIaDoRhbFEUikQjnzp1jd3eXe/fuDcaEdZ2jY6KwtbXFzMzM8HsNhUIYhoFlWcMH4evXedHU+VK/QlaJgWORESL0DleJXP0mgTZDPnsC225ytP8fmBmfY/Zymka9zcZtA6Pl0e428TIlWu1pbty4QbPZZHtri0ajQSISodVq4boO2eg9BCFMt++CIBARNbLaJssPRHrOIRHNpmcAAoOpIS2Grgcs5efZOzqi3KgSkkX6XRnHamMYBvnRUfqWxfz8PCsrK2xsbBCPxxkdfQpNS7Gz8y30yDhbZYX9mk5M8fn0Rz7C0twcf/ntb1NpNklGo6TTaVzf59XVVU4vLlIul3Fdl3Q6TSaTGYiM30cS8UEnLY8rLT8ej0nLO8BPYsBBMMhPKZfLXL58mVAo9AMH0vcAP02l5e0mNL8beP35hoQQ55RzLLvLGKIBwJg0xqQ0Ofx8tVodipdfn8/z06J3cMDy7/8+zfV1RFlm/CMfYf5XfoVEIkEikcB/8IDy9jbyyAgWHpJlc/DPfwevkMJRJKT5IsHpp3jmyadIeR6HX9li6qk5Tp69jCw8urQkQWJCnKCcKZO5skTzxireaBrBFnEOKhiFKcKjOkm7ixfNkg4rlBOn6JW2SHZ36Qcepu1QT8+SEhTwHJqyTEjTSGgaimnSjkTIBIOmVDwaRTIMCrKMEgqRyWSwm010zyMRj2OYJrZl0TNN+q0W+t27VESRb1oW24LE6flzzLerCPE4LUHCbnbQjvaZmliEXJFKx6VjWfiEqNeq+J43EJrvb2GlC/Q2N0gVnyASieA4TczyJvnTl7GRCLmjFIQOT0xm2fQGSbYJXWEmGrCrmexILr1ul5KuM6mq5ESRer+P0e/TPjggvrTE7Pw8IV1nZWUFx3F48OABa2trdLpdpmZmOJ1M0m00eHVlBaHXY3xujtFkkkt+iP/fVxp867X7SLJCOhvn/CdGAOsR4aPruiwsLAwCNjUN3/dZXV2l1WoNqwXwA9JimiaO4yBJErIs4zjOYGx1uUZ4SsDMqYwX56mZbfJ3r1IQ0mxvH1Iq7TMyMooodvjmN/+QZPIK6igk/DbRUJPK7iZmoPHd73532FoezeVY3tnBsG3i8TiRiEwQGOQSOUqtHUK6xmxxDMdroB6JKOoUmrpCMj5C1zBQRYEgcPE8jcCrMjOio4cidJ0zTI0XaTabg/Zes0k6kSCfzw+nrFZWVjh//jzp9ALp9AIAH+YH00EPdWC319aYmpigUa8PAyoJAnxJ4sKFC7iuS6PRGMZkPPSjSafT73kS8QedtJim+bYmh/5rw2PS8i7D8zzu3r2LKIpcuXJluDh+2mrIj8M71bS8k4TmdwM/PD2UElM8ozyDgYGCgir8YNPa3t7m8PDwXR25BvBsm9d++7dx+31iExP4nsfGX/wFhm2T/9jHME2T+3/5l1iSxOHODm7eIbJyiG8M0oOFQhG5VGMivEeiKbJ148ZgFPWb3yX0q7/K3Gc/+yMEcEqa4u7BXVo/dwG/VkdYbxJ0oa3q+BeepfTiC4TWXiZce0Dk4odoR0aIfOFfc2TkeLC5Rct0iHZcMlkZQQJdOPbnCQIEUSSVyZBLpQiFQkiWhRuJ8LTnIR0/KOxyGenGDfKehxsEBIaB1O/TkCRatk2r0WDcdelH0kSbNRrtBvWjCo7roOkREmqUaK3M/WOLfSmcJDM6y64goIZChEIh4rEEsXCIi888hVVM4s/N4fYGzpyiYCIJILbvowg+u7t9NE3DMAbZPKqqks/n8TwPx3HwgVuyzGlJogD0DYPVToc4sOD7hMNhREUmSIQojI7SaDTodDqk02nMw0NkTUOSJAzD4MbNm2RfeAHx0COTS7G1u4Ema1hWiFtfK3H2E+khafE8j8PDQyRJ4uLFi0iSxMbGBr1ej/39fb74xS/yC7/wC2Sz2aGuxTSPW13HOVEPwzYV2+c3yyepnomySo3cikH2bouaLNJs9rEsm3L5kGRSJpUajGNbloXjm0yfGOfiU+e4c+cuxpHI3b9qkohmGRk/z6cuR3h55TqW76PoUbLJHPFwEvF4aiwWi+IGLtncJH4QotHeIu7tk8lksCyTQv4Kvn8OxykRicQY15N86eV7yLLP3MICR/U6J6anmTi2ZJibmxs4Kh9748zOzj5yb/8wCRAFAV3XcaLRoTAaQRi2ImVZJpfLkcvlCIKAbrdLrVbjzp07BEEwrMLEYrF3/UXqg5471Ov1HpOWH4PHpOVdxOunbiYnJx/5O0mSME3zPfl330ml5Z0mNL8beKPzFQVx4IZ7jIcaAtd1HyF/PwlvdUqhubaG1WigFouUSiVc18UXBOqf/zzNsTEESaJzPD5rAFLVQbBtBEXG9X0cwyAylsN97T710R5iJoNdr6MVCmx+4Qvkzp0jMTeH67pDT5B6vc73/vP3Btqm2RfJXJ5E8G1800ZRFGqugDPzEULzL9AvFjk8PCAmp5j2mxRnT+Du7RGJRhADn044RMMIkIOAIBQaLORul7Ai49ePcDSdzuwszeMx3FgsNmj7jY0RqlYRjklN1PNwRRGr00EOhQhUlUvpFF1RxPV8LNvC8zzUkI+kKNj9HpWuie/7TMTjCPiMjE2RiIcRJRlfCZNzjnhq6SnC8SR3WxK1aJRarYZg94g2NwknY/T7fRzHoXec0dPpdNB1HT0cRspNo+RmCUSRxuEGr7b2KabTmK7LXrlM4vZtXKC3GOf3Tu3Qlz10Vnk2E2fRn2RxcZFIoUDjON15bW1tkJK9ukm5myGRjhFsB7RbLeKxOOW9LuHVLhcuDgTJD1tBsVhsaEtw9uxZCoUCX/3qV6nX63zhC1/g2WefHd6X1WoV3/cpFouYpsny8vJw9LmQLZC6WyPbCKjXo2xZI/Ttu0xPn8bzPGzbwnWrFArnWFpa4saNV8jnZSYmFlhcvIBqJ/nGzXtUtRqZfIpuzcFqxVksjNG3+4xPT2P1XRznOidOjNFud3GcI3IjzyBsusxOTvL979cw3T5SOE4uN8OnPvU/sLq6hmHMYpomchCwWGhQ6/XQJIml+XmeuXhx+PsZxiGRyCHV6h7b24MgzteHcb4egiBw6fRpvnv9Ovl0mmQySbVeJ6QoTI2OvuHnY7EYsViM6elpHMehXq+zt7dH51jom81mSafT70rr2vf9D/Q48UOjycd4YzwmLe8SGo0Gy8vLLC0tveFifq9CDR8e++2Qlp8mofndwE8iWY7jcPPmTVKpFKdOnXrLb1rDEeW38HnPtofn4rgDfxjpWFhZKBTomyby4iLhe/eYPnkSxzZolmoEUoA4liKSiEA7oLWzjzo6wfbmYNxZ0zTiQcDdb3wDtdGg1+sN/83d3d3jEdIUxZERLCFGKjvChXSCdqdLrW1idZpU62Va9Qp9w6Q18yKjN7bJCxa5mQk61QMqZgfLgp4sD8rsBwd0PY9m4wHPqSZaSCXw+3QPb9EJTdLoDioaw/syGoVolHi7TfS4pC8rCpFolFwqhRBI2OMLZD0TW5ZxPG9gMiaAWxgnYzsEoowW0hCNJumIztiJJdqNOjmxS3DUZm1tjYsXL3IhBaYH3bDKyp1l6t0GhucxMTGBYRj0ej1c1x0+nNpqFm8kjSIGaKqCMHmGfjnGUfU+6VSKwuQoa/V9StvXeGVWQQsElMM+YjzM12aaTEYGeidhZARP05hJp9FOnADXxRfgesmgYQ8IRiKRRJIljH6f5Xur/PVf6zz//PPDNNwfzmrJ5/N89rOf5Utf+hKlUolbt24NKiO2hWFb6GqIeDzO1atXqdVqQ5HvwwwoQRCYnZ0lGv0lKhWBIGgQj0exLB9BuEK/H+ZP/uT/ge8Pjut5SXz/w/QPF8iNJCkd7XHj5k0uXriAKukcVGG5sc1arYYowGRxifmFDEFwiCzPcGL2E3z75p9iOQ6nTp1ma3ubzZLPmcWTJJMDH5Xl5WVkWWZzc5PJsTEuHqdqA9xbXj52Zd2gXP4ygiDS73ep1b6JIJg899yn3zR65PmLF+mbJrdXVgBQZJmfe/JJtLcgwFUUhUKhQKFQIAgC2u02tVqNnZ0dRFEkk8mQyWSIRCLvqArzQW8PvZ3cof8a8Zi0vAP88ELZ3d1lf3//x5KA98q19uGx3wohen314q0mNAuC8K4v8h+30fT7fW7cuPGO3IIfXuO3cq7J+XlERSGwbUZHR5Flmd7+PrmPfQxJUehWq2SfeIJ+uYy3uUngOIiegp9IEA/lkPoyQq1DEI9TKpU4qFaxbZujoyMcQUDsdon2eoiiSCwWw7Iskskkc3Nz/K2/9bfY3t6mUq2RTah4fkAkEsF0Asq7Fe7cuTM0UBubmOb+M/8DI+W76N0qW9EZ1oQks6LEdCiEAxxFImwdbnLh8DrbySKSEmIiHePE7S8wqsaoail62Y+TefppZEUZRgIoto34ve9RiEQwbBstFKLb6LGbm6aWHsdptUlaawiqgK6ImMUR9JGTjHgSfgC+bWE2D/nwdIyJgsfdyg5zs7Pc74bp9/tsbW0xNzeHJoEWD+PPz3Oz1+PBgwckk0kmJycxDIPd3V0SiQTjk1N0tCy6ZyMG4Lswls5QYhK7tsGrapmbZ3xsQWFXqiObIonVLo16ncnJScYnFrhm1vgwICgK+2NjCIqGpSZp6UnKU7PItbuIGy7ZjMbo6AjVgzZS3KLn9Nje3mZzcxNJkoYj/z8MXdf58Ic/zNWrVykdlLiXN3lFrWOaHqNqmAu7CuW9Pbrd7vB+jEajFAoFcrkciqLQbk9y40YI2z7kxIlx0ulpJCnFl770xzSb30QUU6RSeSKRDFtbX6XVM5icPk+5doBpmDSbTTQpSaXVQ5Vl2vX6IL6CIpX+aV54/gLLy8s06k0+eukSVcNgZXMTMwiwLItvvPIKGwcH/OKLL9KwLK7evk27VmM0k+GZZ54hl8txcHBwnC5dZmfnjwiFMsRiUXK5IuXyFgcHf8nKygmmp7MIgkg4nHtkXauKwqc//GFefPJJLNum3+m8rbX8EA/XQSKRYHZ2Ftu2qdVqbG1t0e/3SSQSZDIZUqnUW66efNBJy+NKy4/HY9LyU8D3/aFr7JUrV37sonkvKy1vhRC904Tmt0MEflrU63Xu3bv3jltWP6yV+XFQYzHO/uZvcvt3fgffdTF9H3Ekw+azKUz1NULFEMl2Ev/kSUY+9SnaR0ekgd3/+B8xt4+QVRUvlcI+eRL/5ZdRggA9Hkfs9zE1DX9kZDhG6zgO169fJxaLMTk5SfS4zy8QMJqJDEiN7bBfOkAUpUH2jOsSj8fRdJ1av00rvUhqLkU2m8U9PMQwTWrpNOfOnKFQL3PyP/02QTvOTiBwVNpjutLGCWto4SRqOE7m/leJXrj8qJuuruMvLcG9e+hAz3Qp62m6k/PUj8qsECE6cZ4pGoyfnEeMJTgqWWiBh2tZdEwDITtJuFhAEoJBWrEosrCwwM2bNymVSmSz2eF3mT92on3w4AGrq6tcuXKFSqWC5bjsNgxSpognyii4SMejxJIokkqlqC0W+VbuOqmuQtwXCcUF9qMmPb+NYJoDwaykYgnG8N7uegGl8YtYIz7tapmCFiP5qcsYf/Z1hIZAv+3w9CdO01MSHFVzmKbJq6++ShAEGIaBpmmMjY1RKBQeca9OpVKcOHGCzYzN8t0y2ds6Vt/EUhy+crnPU/nUsa4kxhNPPPEjb83xeJxCocjRkYhhZIjFxqjVakCJUCiM44jcvHmTXC7H9HQRNbNGY2OOkWIR07IYHxtnZ7NCJKdS2u6ys7NDq9Uim8vx7VdeYSqd5vDwcLjffOxjHyOm67TabQTPw3UcDg4P+Zf/6//Kqbk5LMuiYhj0jo5YWVvDNE3m5uaYmppibe07HBwogEin0zkOhZxie/saN2/+NmtrLroeJpWa5dy5v4+uP+qJFNF1IrqO0e2+naX85utWVYeBor4/yBWr1Wpsbm6iKMqwCvPjHvp/E0jLY03Lm+MxaXmHsCyLmzdvDjfin0QC3uv20I879sOE5vn5efL5/Ns69ntZIXo9HrrS/jQtq7d7rtnz5znzz//v7N1doy2Y7M8cIgU+sifj6i4HygFdr8tOqUQymcTyPHaXllBmZhifmOD/z95/RkmWn+ed4O/68N5lpHflfXdVdTfQDaBBeEOCBuAOxSE1Q4k70tmhpDPSoUYzszuzIx5IZ4dzdCjNLndpBQ0NSFEEQQAE0Q3T3pQ3Wel9RmZkeB/X74eoDHR1V1dXd1c1mmI959SXqqgb/4i49/6f+77P+zz5Wg3XdRn65CcJXr6MYhgMnjqFevYsYixGPp8nn8+zu7vbs7SfnOyX0/f0TV6vl0qlwtzcHLViE80X4NSph7AsE0XzEfCpqBGwTBNBEKhUKoiiSK1WwzRNBuvrjM5/H7ewiKuXiModFlUbwTRpN03ESglFXsCNxBG+/wfwuggAcWQEN5WCep35lpeOP8zi/CzLS0tIkoR44CFq6ZOYssDWbhMbqNW32M7l8Pv9HJ2cZqsjkvL88PwLBoMMDg6yubnZbxPtbRJTU1NcuHCBUqnE9evXGRqf5nInzK6oMFeX6Ep+HERGIl5ESeyF/tkC3f0eIt0QhcUVSqUSvpEESa3DwFwOcbsLkSRFp83Hm1GI9VqMTcGHIykEJZOtWhVRgGgqy/RPPsaIXaDVauGKRZrbbeRamoge5kgsStFawnFsvv3tbzMyMkL2ZnbP0NAQqVQKWZYJBAK8dHUX3zWXqljD0Aw0WSN+PYJzSibq9l7zZmX+0dFR5peXmd/Y6J1Huo4oyqTTaUzTS7VaodNpUy6XUBWJplGmU7eJhOPUil0yh3zcWPlh69F2HNqdDggCzWYTSZLI5/OUy2Wy2SzfefZZbMuiXCr1KhTJJK12G8s0EYGhdBrTddksFNAUhXa7zcGDBxkYGCMWi6BpaVqtVm9MXHRw3RK27aXTiRCNpqnV1rly5Xc5c+af3PZeuBcrcS8h3iS0exWxbrdLqVRicXGRbrdLJBIhkUgQiURuISnvd9LydhKe/zbiAWl5B7Asi/Pnz7N///7+6ONb4UdVaXm3Cc33m7S4rsvc3Bzdbvctq1VvhbdTaQEo1HRyTRc9kaakLIKoojdM5hauE4lEkEMyVszCJ/qIRCJsbW0hiCKx8XEGp6epzcwQiUR48sknWVtbI+D38/Dp0ziO0zfjunLlCuVyGY/HQzweZ3t7uz/+Looia2trfddh0WwQCPhRfTHKlQqO0eTY8SPEoodoNBqUSiVKNzedWCzG1tx1ugt/ydbgBF0xxLCiEfKoHBNtnKqLZLTIo1IxHaK1Mq0Xv8mNg58lM32IxGu0C4LHAx4PrYKMaxqUikUM02R4aAxPLI1Hhmp+na4hYnki4NwM3YtGUVX1FuffPYyOjlIqleh0OrdMm4iiyOHDh3n++efZ2tpCTx3AG4xgFnJ0KioB1UdDDtMWNVRJwLRhf9CmGPQR8UZwYlEKu7sM/+k5xnZq6B4RsdTCmssRlZMMRsaZ1TT0hkhDjWGYJrbRwrZtdvN5ookkgViKUyNDLC0tsbqyzo3vlVFFH4OjCrIoMaCMsv/YMLanzfb2Ntvb2+zu7nL+/HkA/H5/7/tblXEwCW74kPQAWsKLm1IRWzLF4gzPvvA1FK3JgX2PIIq3ntcvX73KCzMztFotXrxyhVgkwqceO4zeXsPrjeO6+2m3G1hWg1jsI5QGthF9AsmxCN5IF0Gz8WzKqIEAvmQSWxRZzufZNzpKKptldHSUer3O2toaq6urNFstFFFEkiQ0TUM3TURBILe9TfqmVwqSRCASAVpsbl5hZ+clUikftdoa3e5F4vFD+HwpqtUl/P4kHs8wKysr1Gq1m15Ui3S7ZbzeN94T3wsb/73K2ODgILZtU61WKRaLLC4u9q+/eDz+gLT8DccD0vIOoCgKp0+fflMR2u3wdsWybwe3I0Su67Ky0nsqfTfjwvdz3XseMcFg8Ban0XeKtyJYruNQWVigWyrhywyQcwPUKmXKpRLNdBUbA6PrYloOzWaTsD9MOB3m5NBJAl4vUrVKyeMhEu0F5imKQiqVwufzIQgC/pukUBTF/uhuOp3upzUbhkE+n+f5559nZWUF6FUEFFFgv1XAWX+B9pqAdfgJrs6t954Sw48hCELfuXd8fJx2u02pVCJaWkVYgPmVNaq1KhWvxkNuG62ex7VMbFEmZFu0bRfbUqg5XnLf/wtubOZJpVJkMhmSySTxeBxZlsloNpcKTaLxeM//ZXAMRJFCboWV+Vm84RjBsTiB7BjTw1mCwRBNB/Z5et/5a0njXpvoypUr/TZRKBTCccEIDeI79WmKlk2tJRMPeKgXe2GYkYiA1xVIySEyQZWo6uCX4ZSd4WltlcmD+3DW8wzPvEJpX4xwR0ZwXKLzNZL/nxeZ/ZXPMdwFwTUpmxKu5iOiGERjMSzLwkRmJOpFFF2mp6epbRs4+ga2v0uu9AO06BU8mszqmsrxR38cSRqiUqlQLBZRFIVyucz29jaLi4uozjhsaQiOjSFbKLqMuCYwNG2w6Pk+20WLP/5P3yQaGeRLX/hXDGSmACiUyzx34QJDAwPMz83hmiZdXWenLvDhh36JGzf+EI9HxzBMBgY+yfj4R2g0zlF0i+y2lhkLphkOpvjZDz3OV595lq1yGcd1MQ0DyzT5D1//Oj926lRfu6SqKg8dOcLqzg779+9H0zRWtrZYXFsjFg5jGAaBQIBitUo8UKFR+x6VSolmc5XFxSbZ7CNoWohi8Rque5ADB77E0tI38XqD/c2/97u/+fX7XhMFSZL6JAXoXzOzs7O02z1h+p5W5v1GYFqt1gPScgc8IC3vEKqqvq2n+vey0mLbNteuXUNRlHeddXS/Ki2O4/Dqq68yOjpK9jZjkO8Ed6q0WN0ul//tv6U8OwuCQKfdQZ84TPjjn8IwDIS6hpVuIUhKLyslESE+EkdZUUgAl3/919lYXMTM56mk0wz+8i8zODhIKBSicVNk+Nq2Vuum4FRVVT74wQ+STqep1WpsbW2xtbXFwsICPp8Pj6bxKWeDZHmJgm7jM0z8z32FAWEYO5W6beXJ5/Ph8/kYevLHyF38Gkarhc/rg0gIo72OFUxhGzpyuwbYZASDLcGP4Y1Cu95vxaXTaTKZDIFAgGg0iumA0PVjCBrRTAxZ9eCRLAqNGggC6ViYYFDDREJSfbRdGPU7pD23/8577qnZ/uc9efIkSy2ZvBhBU3QE16WLTDGXQ2s1sMM9LYiJS0zsMOTr3Z6Mep3wyhpf8Hn4xoEuiZifblKl61qYRgchKaKLfmKVOrXCDprdJt6ocKiyixPJoI9MoccHaDWb+CSX8cAP1+tR/PgDQbrCAviexdJjSJ4ERltnfv5P8Ps/TqXSu6YkSeKDH/wgyWSSer3Os/9plTVDx/S42EAHg6TtpbD5R8iKF9uWcRyoVHf4vT/4p3z40X9GOBxmZmmJ3d1d6jdjBAzDIOP3s7y1xc9+5jOkUsdot0tcuTKH4/SqcZ1Oh6GhIQ6PDhP0ejFth+Juns+fOY1k23z/wkVcRWErnycVi1Gq1RgbGyOfz5NMJvnco4/yjWeeYXF9nY5pEguHOX7gQC81HVhcXWVqbJBu/RkCgTSSFKDZXEIU/ezu3mB4+ENMTh6i2y0yPv5j7O5epFrdIRwO90Tk3QLR6CQeT+y258KPurqxd80MDw+zeVMonc/nmZ+fx+/39wnO/Ta2uxs8qLTcGQ9Iy3uEu53weafH3iMWe14xg4ODDA8P35Nj3+t1V6tV2u02p0+fflOvh3eCOxGsreeeozQzg+em1sIWwLrwMurUNJ7sEB5Tw+52IWSj+oIkB5IkpSTV3SIv//GXaRS2qW1vYugmalXFPXeO0U9/mlarRa1WA+iL52zbZmZmpu/bsTcFpShK/6k2kUiQyWQ4lI6gPv81NgNJirUSXq8XNRDg0Oo1bhx89E0/q23bXN6pEwwkmDBMdF+UAb+C0tDJR0ZZW1tjzBVwRB9+GfBHSbo6jelDlNUMpVKJra0t1tbWCIVCDAwMUC6XabVaDAa8PNxdY9zjMKsMIk88TvzwYTIDgzQtgaMRC68EHtFFe4tu3tjYGOVymXa7zfLqOhv+KcKaRAsHrVHB/g+/iV6qQLeJNjyM/jP/NWIwiOroQJD8uXPM/t7v4do2GvCFaIinPpLE6ooYuwZdXcfj8+JGFLreGJ1ykancAkPouB4foU6F0MILzCgeOoU8ByN+FO9h3OFhBK+XYMKDIsv4U1VMMUS7LrC1vo0vohCwJSxricce+3na7XbPPNB1cRyHkydPkr8sInd2WFhsoxs2mtRFzhTpNlsg+6k1CwgShEIBms11XnrlWYL+GMrNDcnr9fYs7i0L23EQb7ZQJEkhGMyQTFZ59tk/ZGfnPKFQkoPTP8XkyCiOILBT2KVrmLS7HT549AjfP38BXdfxWBaaqnL8+HGGMxl2dnZQVZVatcoXP/lJyrUa7U4Tj6LjInNtIcfFq1eJBgIcnohQLrk0Gh0qlW0AfL4Q7XaFer1EMBjEtm0sq8vJk/9XfvCD/xeOs4Tj6IRCxzh27BfftFr6fkt53iPUruvSarX6xnaO4xCLxUgkEvfF2O5u0G63SafT7/n7/k3BA9LyHkEUxfuWKbF3Yb02oXkvZfbd4l5XWra3t1ldXcXn6+lE7iVe/x27rktjbY3Wzg7r3/42cijE5cuXKZd65MDngHPjPPJxBVezsMsilat5DuwfQayINLoNbnzjW4g/+A52u4OtG3hcF6pVmpeTJD/7WVr0PHoURek/Hc3PL9DsGHj8EQaGxnAch62trf6Yps/n4+TJk5w8eZJYdRPncoAWLrZlYzoSxa6EV1Zw7NtPbhmGwZUrV2i12nQf/zuk5p8ltT2LbTmQmSDoTxDa2cTsigQFh5Cjo3SL6MEEp2s3GDs2wtKBD7C4uEipVMIwDF544QW63S4J0eSzLOELRdjU/ASsNY5uz7D6M79G14H9IZu05nK393JRFJmenubKlStsbu9gjI7i9yiIgkDzT7+Cx7GwUinMjh99t4D5tT9G+7m/z/lmgEqnTP63fgstGqXabNJut2FhGSNWwLNvlPjFRSoSeLugWQKVH3+SCW+GsY08ecOBdot2V8V0axyjQ01RENvgLC0hbm7Co48SiCmk93ko7FjIfglZK+FIZTzRCMHgBENDwxw+fBj4oT6sWCzSaDQYmIzRKBi07TJbm2W8YhSjJuNNCrhtFZ8Zp6WUME0TjyaTyWTxe0MoikImkcASBCYzGRzLolapsD+b7SdJF4tFrl79fYrF72GaLpLkUCk/Rbk8hOV6cayea7AiK/g0tTehddNzR3Bdijs7CDfzfUyzwpUrf0qzOYqi+Fhe/jaW1cJ1BVKpY/yXX/gJ5uaW2M6tUChs4PcPIopeFEVBUXrOtolEGstq4vXG8HgiCILI2NjfRdMWmJqaYmTk0B03+B91peW1eK0oWBAEAoEAgUCA0dFRTNOkUqncYmy3Fy/wduQA7wYPKi13xgPS8p8JTNNkZmbmnic03yvS4roui4uL1Ot1Tp8+3R8tvZdPMnueMgCObTPzu7/L9ksvgSBQuH6drq6jjIygaRpenw+hU0cfbqIEWjRLTSyty8CpGIlmAhERV3NhawG71QbHxREFEEUwTArXLjF9831rtRqJRAKv18vWVo5cqY2rxtHCcZa2G7TrZczGDgI9e/Kpqam+A6zmG0Py+dAiaRRvGMNysGtFWkoAO5Dm2ZevMJwOkclk8Pl6/idXrlzB7/fTbrdx/WEG/u7/QLVSYWlxgaN//eukVi8wpjrotkTIalH0xbmo+1HMAMfKZVJ/9X+gPv5fkD1+llzL5MKFC3S7XbrdLsP6OhWnxGpd71niR2McyRpkX/p97A98gbCWAG+IO+kXXo9wONxrE+VydKpFvMkMYUPH6rZwU1ma+V1KS1eJTRxFuXERY/4KdnaY2vY2QqFCLZdjYWEBj8fDmdOnycxvs/Nv/h7evzyH53uXMWMx5j46xdHgfmKdGEo5jFBp4NQtauYOHkXHCgs0owqSadKRZfymibuxgRuLkT3sJTF2gqXVp/D7weOCx9OgUrnCqVO/2P8cqVSKYDDI3NwcjUYDhxxyQMB1t0iNzOF2vHRbg7S6Mh5vmaCWIqR4sbw5XHGcTGqQbrdLp9Ph6MgIa7u7DAYDnJgYx6uqKKJIeXODcldnYeEcu7sXaDYlQEQQgjQ7HXR9B803hW7opGI9oXG13cK+eR2NDw7y5EMPYRoGKysrrK2dwzSfQZYlut0Y5fJVYrFpvN4Eptlhc/M5VDWEJE2wsVHFtoNI0jbDw4fodg+xs3OBUGgY267gugoPPfRLCEKPfLTbbVQ1Rjz+1tOTruu+b0jLXqvvdtjTqaVSqd5Dz00B/ObmJoIg9OMFAoHAfavCPPBpuTMekJZ3iLc7qXK/sJfQbJomH/jAB+7LWOG7JS22bXP16lU8Hg+nTp26OTZ57/1fXltpKVy6RO6FFwiNjlJvNnGHhjBeeQVPNMroyAhOq4Ue9hP/6CNsF+vUSmUmpyZJjiYZV8bJSL2Wzg0ZWqaF0zURcUEAV5ZxvQpUKhiOQ7fbRVEUdF1nYWUDRwqTiIbAMSlVKjiuiEcLcnh6BEVR+hlUmqZhq0HcU59AfPWb+E2JEA5lo8mN4Y9gml26TpSNzS02NrdwZD9dUyCdGqRcziEA+/btw+/34/f7MeYvgOOyFZvA2VlF8UcRHRXHn6JT6JIpLuF2FAyvhvDCf8J76Xs4D38RQRA4euQIxVKJ9PIaruOhXusl/Xq9Xrq2i1DcZHc7x+52Dk3TSCQSJJPJuw6w3GsTBetrNLwBZNWLboOlG5jlLXyR3lSHZRqIhotZ7SLZNm1b6NuuezweUokEckdkISTR+eJjrH3oYXba2yhVF/OVDfKRDkctF7FhYJlt6ELQI9LRobBk40l1sK1V0tEo2tYWxs3NR/G1GRw8ikYQ3TSpNldxRSiVcoTDtZtVBwWPx8Px48dZXV1lc3MTMftdpOZ3kAw/csSDZF1jZ3UEK1QnnqqAJeL1H+bovi+gaRqHDh3qZ35l/T4eHh/FFQQ0zcP6+hqyIHB1YZFyYwHXdQmHo/3zKxyNs1m6yIHgNOFAgFg4DJLE1189T9DrRbxpn//www8jOg4rK8ssLLyMJHmpVrs0m5soSpf19eeR5SiyrCBJIru760xP/z/JZrM4zo+jqmvY9g6h0DBTU59F0yLIskoicaTvw2Lbds9rSBDuaoPdC1R8P+Bu7zuvF8DvGdutra3RarVuMba7l/fdbrf7gLTcAQ9Iy99gvDah2ev13nPCAu+etOxpbIaGhhgaGrpnx70dXltpKV6+jOL3U6lWqTcayMEgnv37MctlTEFAHRxE/vkPsFYsUSv3NCm2bSMIAh230z+mLcm4toMrCWC7CI4LjouWiOH1+zFKJXRdR1EUZmZmsFHw+byYptm3b/d5vaSSA8TjERzHwbzpuSLLMq7r4n7wJ+lk9tG89DKWJHO+66cmePHdNFhrtdt0xQAOJgGfh+W1DVTNSzbS08bsYcwrUNc8bNVNcqafgWiKrFhiUJI5lE0Q3MpjqT4sAdzkCEHXYmD5VZTgfhKShOHzYSQ/xejuq4Q6LltbOXw+L7TqrIpBBNPsBxxubW2xtbmJ1+frB9/dCZIkMT09zdWrV5FyF5BCKRS/irqzRGx4gKarUt8p4k2MU73QoCT3zOqicoSY20GenERTFErLyySefJKPXvDxrGeH7HPXOP7MLEpdpTVxlN1JjZWyxIBg0XZlJC/YmDRsBccSMasqSlLFarXIqypLr75Ks9lkON3iscP/FY1Gi1a7iUfzsZJ/lcXFczSbt9r5K4pyMwC1xs7OczhukFAgg5coHruEPbiJUfwJksIIgViYL/6Dx1lcXOynJI+MjPDII4/gNOp0G3WW19aoVqsoskIqESceDaPsP0XpxhVCoWQ/SLLTqbJcyoOaZyCRYDiTZbtWYzWfJx4KYZkmsysr7FQq/L2f/mkmJgaZn1cJhYbJ5y/iug0CgRpgYdsW7bZDIODHtnfRtC6f/OQn2dzcJJ8fRL2pi3kzz6R2uw30dDl3QwDeb+2hd7KW1xvb7cULrK6uIsvyLcZ274agPZgeujMekJa/oXh9QnOxWLwv7/NuRp7r9TpXr17lwIEDb/CzuR+k5bXHVMNhLMNA8nhoNhrohtET2u7fT/rzn8fj8bDcXkaNy2S0DKqiMjY2RpcuYTFMpVJhdXWVet1C8WqgGwiaiiiKiKKAV/YTTCap/Pmf097cZK1cJn7iBN5IhkAwhCTYtFqt3lOY6kFTb07CdLs4uo7n5qjl3s1NmThCWRtFElxG2i3kXI6uboBj0TVt8KhokstufgfHcQiFRWq6yrlz5/o5Ld5YhkgohKo3UBUVj9+P6/MgVHaYjvkxWhEs28YOpzFkDz6/j3jZQY1IyLEYQqtFwjdMKKqwb+UcKSGOCOQ9MRaVJM7cHAMDAxwcGSR243so869giQrF8dOcHz3Fzm4BRVEYHR29dbNzXYTCBjGjSzzo46ULl3HdWSY/+3F48UUol/HpDY4d2o8uJJC8Jaq0uMQYneyPEe4+i33jAk1BQHvsMWL79pEpwZP/8UXK+QaWL4Mu1Amee47CJvwgdIAjtsZ0UEc3BJ7egv1xh0TYRtAUfAbIyRDu4CDW6ir1Wo2hQ8cpV3eoNTo9Iz9RYN/waRZ2t/H7/TcFqFZvbNo0MU0Ty6oxlj3CyNGzGIaJJvlRZIVXrn2NrbZGs+Rw4ok0uVwOx3Eol8tsbW1x9epVhoaGODI+hqaovXalx9ubXhkOcz5U4tvyLkkryeTGBqci+6lU1mi1mqTTP0EilWZ4YgJBEHjhmWfQVBUch2KhQCqZpNPtcmNpienhLIriIRTyMzk5ia63qdU2cV2JVquDZbkIgk4yOcLgYACfz8fU1BS6rlOtVrlw6RLeUIhWt8twJsNwJtPf7PdIy91m5Lyf2kP3gkCJokgkEulHc+wZ2y0tLfWN7eLxOJFI5G17Tz3QtNwZD0jLe4h7lePzZgnN90Oh/9rqxdtBPp9naWnptjbmcH9Ii23bVCoVGo0G5VCIfD6Pmc/TtizcTgfRcdj32c/iHRigVCpxMHKQWrCGElCIRqJ06BAyQmzMbVCtVOl0OjRNh/SBQxg761BtIHm9hBJpsg+d4cr//r/Tnpuj22pRzuUQ1td58n/5X9mqOiDIvXK7C6btEg9qrH/3u2z+u3+Ho+uEBgepRKPEDhwAQJIEBmIetkodFI+fIdVB2ryC3qnRHj4KyQT1aglFUVBVlaHBLO2uQafde9JbXV0lFvCxLxhnuF6HSJCA0cRMDiB+5OcQLz0NG/N0UpMwMEEsGqW5toHrH8eTTPY0GqKIN5HAEtLks9O0N5fJHD5FdvgAR+bmmZ+fZzu3xdjzXwHZxD9xCNGxCay8BJbBipxlbW2N3d1dgsEgqZCPzMor+L7/Bwh6Gz2UZMAWifr3UwwPk56c5MBnPkM3l8N9+WUuXivStlSwICx2GOsusOz62U4/hDUxAIKAZ3KSiakpxEIB2zIRRgfZrLQRYgkqqoGSexX1eJjxhoPbkfBpAqez8EpOYSQaJWSbGIEAVjRCMhTi4MGDeDUNvy9FpZ5H79awLJemaOL3jRPw7qfVavU9TzweT//6DfrHiWcCFCsVqo0SHo+XTGKYw5MfZPlyG2Uwz42NJl15DKA/KVStVns2+3qXx0+cYHpyEp8/gBoLcI0dtpvbBCoORuYRLsayuNfzpCsREoknOXTowz+cCnRdEl6NoyePUxjM8syFC+QbDcKxGLVmE1FUSKc/TLP5AplMFEGIsbKSxrK6SJJIo1FHEMJAGE0L9q/LgwcP8vyLL/KXP/gBjusSjcVwXJeTBw7w6SeeQLjpugvc9eb6N7E99HbwWmM7x3GoVqt9EqNpWr8Kczf2/J1O5x0Zgf5twQPS8g7xTi7AvarFu7lg3iyhec8H5l63iN6uv8xrTe3uZMD3TsnQa2GaJrVarf9nfn4eTdOIxWI4soz7xBN0n3sOrdMhOjbGo//Nf0MrGKRSqZBMJrEsi0w3Q3wkTk2v0cg1aG23aNPGcRw6nQ7RkyeJz83B+BSmYZBOJDArld5nAAyvl1K5THhoCKVUwtnaYGJyP7lyh7Zu4VFEBuM+WjNXmPn3/x5/NEquUMDc2eG5f/kveeR//p9Jjo8jCALRgIpPkzDPPYX0/a+Q382T8npIt1dYDMdITx+kWCz2BLxeP+mkRFDpxQWUSiXKzTY3AmNkK68wVN6iFU4zM/5Fph/5PPLZz1L6N/8YfXmeSLuF0aniOCJ2LIuqKDiOg6ZpqD4fNBq0hqcoKTFSYz333CfSGY4cOcL17/wFgasFFlwPG1/7GuFwmI99+MMcaq2zMXWMeCJBs9mkXi6R+vb/G3vjIrql44gydrmIkJnmI81Zrh4923f3dTodOu02htGlVS6DBIYokPUrXO8I2EKdzGCEZDJJKpXqVRa3eyO5stGgublIbdSPJbjE2nVOmS22FQmt68XTFlFEODbY5nubMkOjg0xmvFTKZcrNJo1Gg2gkQjyeIp76KDeMl6jWdoAIrpNmY2uFYDiM1+vFupkGvoeAR0NQoxjmKmBiWQ619iap7HEmH1uko+s4jt3z1BkawufzIUkSr7zyCtevX2e7UGQxt80HTp1AURTWhBrPVXYpfbNBd72BOeHgfWKMtccOcfZ6kkQiwc7ODqVSiXg8zlA0womxMWbX1rBch4+efpj1Upm5Upmxm+O8qdSjTE8fY339e9i2wYkTv8z29isoio96XWdra5Fy2WZxsUY8btHpFJFlD8V2G8txCHg8KIJANB7n0uwsR/ftIxqw2dp6gU7HxuOZuqtr9T+H9tDdQhRFYrFYf4Kz3W5TLpeZm5vDNE2i0SjxePxNje0eCHHvjAek5T3EuyEWb5XQfL9M4ERR7AtH72aN165dQ5bltzS1eycj4IZh9AlKtVql1Wrd8u9744uJRIJ8Ps/giRMop08zPjbGQDbLlStXkA0D13WxLItoNMrk2CRri2sUd3vtNVmSyWQyFItFRFGkvn8/Jx55hJd++7cRAMfrZfqnfor1p55CjUYpXriAaZqoN0eem7kc8cOHmcoG+5Uv13WZfeop1HCYzZ0dKpUKBw8eROx0mPn2t9FOnCAajZJMJol6ZHyv/hnrrkwRjYQvjhQKM3TxT1nI/PeEowlcF0RBIB314lEDN8daTWqXX0CbfZqCJ0o1EUDrNlC//0e84IlzZN8hXp3toq928V2/ghgNE/nSL3DMH0XxeBgYGOj9Hs0mQjKJ7Tj94MBcLkej0aDRaOCXBcLhCLlis99G2MrnkUpb7PvEOCPTB7Asi/rl5/B2y9jtJhvNLrbr4pNFos0C/skjtBSTBcviu9/9LllFYcA08YYlmhUZVRVJJWP4JJGYGcNKdPq27KVSCb/fz2Ak0qs0xGIMpeJs+6uES12EaBrHdrBEEWHARtsREW0Tr2CjiB18401kJUAwGGR5dpP1mTLdxjpuBZ54/DDDQ8cIBofxqhrVbpdEKtVPGh4YGEBV1X6LqLhaw26EsKv7kMjhCBaKPIEgBJEVhSPT0zSbTWzbJh6Ps7Ozw/r6OpIkMTExga7rmKLI7M4u01OT/ODGIit/WUA2RJSajP9lBVu3qH+gxsTEWcbGxpAkiW63S6VUpFOr0u50qNdqGKZFw3UZSyXxxOOMDw/TqNcRRZGBgYcYGHgI6D1UZLNnWF7+FrJcJRj8FEtLMhcufJ/19d8jHFYAh7U1l5HBR6mU6zSbzZ7pmuty7fqfIFozFAoFLMvAdc/zgQ/8KsHgrbqf1+M/t/bQ20HfDHJoqF8N3t3dZWFhAa/X26/CaJoG9Cotd9t2+9uIB6TlPcQ7NWq7m4Tm++W4e7dkyDAMLl26RDqdZnR09I6vdV0XQXzrSsveprhHVPb66K9d2566PxKJMDQ0RLPZpFKpIEkSXq+XQ4cOoSgKr776Kslksu9L4vV6MbwG39r+FqbPRB6UmVKmOJg+yPz8PLqu4/P5mJiYYOj0abKKgtjp8NjHPoYaDFJdmKGycJkTRxNUqh6CQRXXcvG9xhRqj7DYto3ZbiMpCpZp9vUNE7EYQwMDTJw9S6VSoVAosL5wiZGdHQimqFarPZHo8DABe5eJkEVD9qFIAkGfgiL98MarKAqZjYsIQ2PsbOQp76wRT8TxdCpUXvpr/uK3fg+vJOCXTBS9iZWrY33jT9D+x3+Ns7SKQi90ryOKlPx+bly5QrFYpN1u33IDVaID+INB9isekla9dy7m13CG97O5WyJffRW/30+ksI3Y1RF0E9MycBGQfQE8ronrQjAaY+3KCs1mk04sRthxGEoHCWhBnK5KUDTZEuJ85KePkmt4+mF9GxsbLC4u0hoYwNq3j8L580RlmUS5SzcqMTs0xmlbRnVExKaNz9wiqBqojsBAfZ2I56cZGxujsNlgOWeh6QK6UeW5b2xS2TE4/eFBWs0Wc9UqajBEoVCgVquhqirXr19nYGCA6elp9KrIladLHHsoRCo5RLkUQ5EksqkwhWajZ6tvmqyvr6PrOnNzcwwPDyNJEolEgjNnztBqtZidnSWfz2MYJuZ3WxATadW6OD4XMamgbKkcK0XJCTl2d3dJp9Nks1nsrJ+tbpUb3iqO68WXM3CqHVRB4NjYOI5t37ZdLAgCmcwpMplT/b+7ePEVnnnmfyCXa1GtGni9MqJZxW51SSQ+Qb1ex+fz0eps06hcIRGboF6fRRDK5HKbfPOb/zVnz/5TRkeffNMK9H/u7aG7xd7vn0gkcF23Hy9w/fp1/vk//+ccOXIE27bfljNvtVrll37pl7h27RqCIPA7v/M77N+/ny996Uusrq4yNjbGV7/61Xtq5PmjxAPS8g7xTttDb5dY3G1C8/2stLzVcZvNJpcvX2bfvn13nCKxXZtVe5Ute4tysoyFxRH3CIrQayF1Op1bKil7Sch7kCSJUChEOBwmEokQDP4w+8S2bS5evEi5XO63ESbGxth65RWufuc7DB04wG6rRevmjcJQDIpqEdER0bwaZtJkVphlq7aF2lYJqkGOHj3a9zCRfD7CAwOowSCuazD6iVGK157FbesEZRGhvELg6AeJHTzYX+8eYXFdl+xjjzH/R3/E9PQ0hmFgdDo0Gw2SR48iiiLxeBxJkljcCBIJh9lx3J77qu2wvrTIaCKILxzGp2h3+CHKWIJMuVJGEAUUWUHRvJi5LarbOyT9JkYxR82RiMXjdJaXqX73KxTO/kxvCsqy6Hi9uIUCjUYD13Xx+XykUilCoRDBYJBAIIBk7RD4g/+ViN5ClCSCgsv64UcoVyrs7OxgWRZKcZ0P7u7i8yfIOFv4RRfNbiA0TGq7OS4W2kSjURqNBtu7u+Smppjsdtmf8CIIIt1ElqGjB2l2mpSuaSSTSYaHh3n11VcxDKMXo/Hww4hDQ+hbW4jqMC99JIjaFJmZlzlYdbCKG+DVsSIhXunu0hbbhL79bezTpykvuSQzSWxZx9rpkkhE2Vo2MHyL1PSe9f30QBZFUUgkEuzu7lIulymXy8zMzNBdjSLj5c+eWSRzLMqhiSx6w+XbC8vEA17imQyJRILl5WWWlpaA3rX88MMPk81m0TQNTdM4fPgwMzMz7OTy7C5ViQ06rDgt3JBIMOTlYDPNx/zT2HKDer3O1tYWV8orfHXfDn/fOoDStWiEZdTBKBMrYNba5PJ5ipUKlmUhyzLNZhO/3/+m96xsViUWU8nnl9ndNfH7g4QjYSq152m4h5DkOEtrawTkHN1Oh7m58zQaKyhKgFAoiWm2mJ39KuHwCNHo9G3f429Te+huIQhC365gZGSEP/zDP+Qb3/gGTz31FGfPnuXYsWN8+tOf5hOf+MQdg3l/5Vd+hU9+8pP86Z/+KYZh0G63+bVf+zU++tGP8qu/+qt8+ctf5stf/jL/6l/9q/fw090/PCAt7yHeLml5OwnNP6pKS6FQYH5+nuPHj7/lGhesBXJODh8+FEdhy96iWWqSKCSo1Wroun7L62VZ7oeahcPhN7XVbrVa3Lhxg3K5jCAI7Nu3j3QqxQv/+l+z9sILxAYGmL9+nZZh4D75JJMnT9IINfB6vGiKRt7N4zE92NiUnTLqgMrx6A/HPffWpWla7+mosYaS9JH+uU9y/S++h9Q1GXn0CEOPfxDppobHcZz+CLUoigw+8QS1xUV2L1wg7DhU63XMM2dQBgaAnnB5dXWV449/FMXeJvDMX3B0cgxcG2pFXoyNI7x6vu+Pcrt+uDN5ivq3/0NvmiiVJuD3IRUN1NRhtJkcbnWXugXdbgsHF8WRqF55ie3sKcRoGtnvJxIMEgqFMAwDURQ5c+bMreJB08CafYm1+D4qVo5QJEpkYBD5/F8R//AvI8syq6ur5AU/28lpjrTWCLZcRNvEEiV0bwTD1Im2CwRHDlOv13shhM0mpz/3OSRBQFAUAjdbqN1Kj7h6vd5+zo3f7+fUqVM0Gg2KmQzFoSH272xz6ZXzLOwX+N6np7i+UeJzv19hV5aYXZth3Wzgn4yQnKuwdvkypdwAktdlc3MTvaszPDSET/IQ9Nq07N4Y+/T0NOFwmG63S7vdplarsby8zPb2NpWGTlfqMDvU4fJcmeeWtnBqAjsPdThQBnm1yeHxcabHxtD1nlGfKnkpbDSpFi4STfnJZDLEYjGi0SjXrl9nxQdVR8CjaLiSwLAnzmA9yNhklkDEQ61WY3V1lT/WX2Fjq8y/rxb5mdhRhoNBPHIQK9bl4rlFpg4e5KGHHmJnZ4fd3d2+E/NrfUVubS+7yHIXVfVQq3Uplyu9oEVZxjIWqTYlBhMJhhN+apUNBKGGongQRZlWq34zOFFle/v8m5KW95ON//uFtLwesViMn//5n+c3f/M3uXjxIpcvX+ab3/wmX/jCF/it3/ot9u3b94b/U6vVeOaZZ/i93/s9oDeWraoqX/va1/j+978PwC/8wi/w4Q9/+AFpeYC3j7slFu8kofm9rrS4rsv6+jr5fJ7Tp0+/5RoN12Db2cbn+ChXyhTyBSRFohFsYJQNZEvuGWjdJCiRSOSOT4d72EvcdRwHr9fLxMQEAwMDXHvqKdZfeomh48fZ2Nig6lgoRpvE9gapT3yC0FiIjtIh18zh2i61Ro2u2cUrekkmkrR9bXRdp16vs7S0xPr6OrVajWKxSDhQJhxoUnUMODmGPxQidmAK02n1s2n2yuF765dUlSO//Mu0cjmWr13j0soKRjjM4uIi4XCYUqnEqVOnUBSF7WOfpLjbJF2YJ5kdZEbLYscniIfDRKNRtre3mZ2dJRgM3pLSvBKbRvbFiDYKxBNxBMHCePKnODH9IaqvXMRY3EBRVSzLxmwZqMkQrU6T1cUFBo9FOHjwIIlEAkEQ2N7exjCMN45rVvPsbqyx3TapWjLVlolHUAm6bbJeCUmLEQqFsG2bYOBTWC/9Cc1Zi7W6wWbLICJn2BdNMFpe5FpygpGRkX5ff7dQ6OXBOA7cfO+9lqDH40GSJILBIPV6nXq93rdXn5yc5MKFCxz91nVi57Y5/Rk/3z7Y5oXNRXKyhWlZaJrW05BoKt2WSalUoFpsISKTSATJDAzQLBmcPD3Kd19Yp91ucvXqVbLZLGNjY/01TkxM0Ol0+J5wieevr+PzC+jtBg29TdD046RhGZ19SzZXl5c5MD7Ol770JX7w9Qssn6+iq20c28WfbLI4skStXsXv96OPB1g9XGXoL714bFA9KsV2g/hBhZWNBTrzHbrdLltbW+xMNBB1h+vVHEuVHT40fYLoQJbLm9dxrszx6vo6q6USjx45QjAYZHx8HMdx+ufvysoKqqqSSCRukphe9Q8cVFXFti0Mo0E0OsiB4Smmpn4Kn8+HoghcubLCzk6NYDCNaTp0u3UikRMAfafcN8MD0vLW2NP5CYLQj/r4F//iX7zp61dWVkgmk/zdv/t3uXz5Mg899BD/5t/8G/L5PAM3H4gymQz5fP49Wf97gQek5T3E3XievNOE5vtVabndmh3H4caNG9i23XPfvIs1Wlj943W7XRzXQRVVvB4vI5MjZIPZt2XKZNs2CwsL/Ytxz+beNM2eTmB+nkQiwebmJp12iaEBEa8SRe5scGBKpCANMOPM4vF5cEyHRqWBLdrQgU6rw/XN66wV11iprKAFNdoDbWRXJuSEcAnh9RqMjAzhOL0bvWk2aHf8lMtlQqHQLYRlD4IgEBgcZDwUoiDLLC8vc/nyZUZHR/ngBz/Y/x63d4vUx04R+9iXcAcGGGm1KF+6RKlUIoDLsU4AAOfsSURBVBAIcOjQob7FeKFQYG1tjXa7TbFYJHrypzibDeMINm5iCCE1woggcPZf/N9Z+Ce/gFGs4JU9RIfjjEyEqdsuC8UGW6+8wvz8PMOpOI/YO0xdfw5XklCVKpz+FMg9x9/vP/cSw+Uy3mAcbvpUpFMJ5JrDfNfCEkU0TePgwYOEQiHau1cpr15nu9WgIzSJSRKK6qFcLQEwNTXF8ePHuXbtGrlcjlQqhdfrxbZtHMeh1WphWRaqquI4DuFwmHq9Tq1W65fM9wz7jh8/TnwzTtz1oCbiOEfHiZ6/QU1R8W6rRFa6VCQvW9810fU2Rk1GVsIksykaRZ3B6TCOegVNexrbrrG9vYJpfoRyucy+ffv69gJer5cnv/AwV7t1vDkLagpYArsTVapaB78hIUsS3mCQeDqN01UoLwp4Qwq2bRBJhNlZq+C1LcRoT/CcT4M26GNXr2BdM9AEjYOPDzM9ECZd1SiZBvNra7Q7Hfa1QzgHVULRASrlCp1BPy8UbzC81sKrqqiiyPr2NrVajU8+2gvdFEWRaDTa1zW02212dlZ58cWnabWalEqDuO4GoZAXRZFJpcbxeuOcPPkZUqnJ/jn8yCP/lHPn/i0LC1/D642TTj9GIJCi3c4zMHD6rq7dHzXeT1Wf2+F29443g2VZXLhwgd/4jd/g7Nmz/Mqv/Apf/vKX3/Hx/ibgAWl5h3gnJ8FbCXG73W7P3jubfdsJze9VpcU0TS5dukQ8Hmf85qju3cCLF4/gQXd1kokkHs2D4lPw+DxMqBNIwpsbMLmuS5s2IiIeeqLMGzPXUKQCwwMdYtEYwbCf7V2XXC5HOp3m8JkzPPPUUyixENm0jD8Qway28I9kaDeXsNoJbNemoTXoyl1kr4xTdQh7wnStLoFmAD2qo6QUJFEi4ATwpXxkg1mmlSls/Tre1hqikKTd7mAYMsvrXUR1m3A4fMfvJRgM4vf7abVaiKKILMv9jbnValGv15Ekqa9h8vv9HDhwgJmZGdbW1vB4PKTT6b4IeXh4mJdeegmArmlxvSUQj6dJeiKEAEPXKZkm0t/7R0x87yuERIfR8REsb5Br0z/GsY7L2toaa6ur7LvydcpWjaKrEA4FST7zJwjdFsujZ7n89T8i1dzG9QUZtBukHzqDLMm0t1dZiu+jI/aC+w4ePIgoiszNzbFTsRluN0gn4kxPT+PzejAKG9SOfpIDBw70P2M6nSafz7O4uMjx48f7FR7LshBvEiHbtvtGb5WbY+cAuVwO27YZGxuj2WwS9gT4jDjE9/6RS+Z/g9A3VrEdi67qZVM6C7kuTqBGKB0iIMfpNmye+KlxxOBl5uf/I8rN6SKvt0Gx+DUk6b/gypUr/aqLJEl4/AoPf3aI8zs7eDYVNrsF9JiN7pdIXW7g8aTweDwEfD52Vqp4vV7q1SLra+sEAgEy6Sx+Mcpnf/bTvdaTcZ0ZdlAyKttGnoejo3w8PYxH8RAMBVFliY+cfpjNWp2fOLSP34vN8hLzSOEouz6LwIzOCTvNDaGArusko1HWNjdpvE68vodud4ulpd9E11tsbKxj220EYR9+v4vPF0KW/YyMPEkyeeSW/+fzJXn88f8HQ0OPsrj4DVzXwTDqHDnyC0Qi4299I3iAO+LtTlTuOY2fPXsWgJ/+6Z/my1/+Mul0mu3tbQYGBtje3r6jHvJvGh6QlvcQd6qGvNuE5vupadk7bqvV4vLly0xOTr7t6HRBEDgkH+KyeRlLs7DMXuXllHzqjoSl6TS5bl2n7fZuvmJDxJ1zSQXLRMMGkXAaSZExO9eoFEwkqafMv7i6SkNVkbfWCAwHKCxv0qzXGfzAforFFggt1J0MKU+KTd8moiwSD8TxRXwMiUPsS+7jvHie2E6MTqODaZnEPDG23C1GGUXVjuB0QpRrVzEtkVLFZX1jEY83xL59++7ogmkYBvl8ntHRURRFwbIslpeXOXDgALlcDuht4q89xl5rYmlpqRceqGmEZXBFkbmlNQCmp6c5duwYtm1TLpfZ3NykXq9TKBR6v0F0gI1P/UO0Sg49k+bQxCiPuTb7lBDbhw5RnL/K6HdfZd3UyBd2yZcrtHSD0OJvsOT7Tzwi10DREL0KMVwkvU3BdNkaPkt55DjDw8OMjY1RKpVYXFykUCiwUTPx7H+CI/VFbKOB1SpRGz3B8Cd/lnDsh+LCyclJKpUK9XqdXC7H4OBg/7uSZZlIJNJ3IRVFkXq9TrvdRhAENjc3cRyH0dFRdnZ2ADi4IJI99Rh//ZNR6t01qjvrNGabpFFRHROj6tLWt9h/OEjNdfhu4zzajf+AVwqwsLBMt9vl7NlHCIXaRCIWjYZKLpejXC4zPT1NpVJB3ixxOBti8ZM2wbJLs5BndD7H2GaBqlDGqx1BsCxESQKBfsheKBwilUgRjPj6fh7/FyHGdeF7OJ4uRyNhPs0Yu3QIXN3lqt7bdFLxGOmxcQSPykdaQ9RKOSRJ4mPyMZ65tEsg6u3fB0zTxOX2m6Dj2Fy9+rtYlkA+r9NqKfh8CUZHMzz22H9HtZqn05HodGQuXrzUbyPtVUIFQWBi4pMMD38IXa/h8USR5TsIxB/grmEYRn/0+W6QyWQYHh5mbm6O/fv38/TTT3Po0CEOHTrE7//+7/Orv/qr/P7v/z4//uM/fh9X/d7iAWl5D/FmxCKXy7G2tvauEprvd6Vlz4X36NGjhEKhd3SssBjmUfVRKk6F7e42ITdEPPrmqnjHdbhqXcV0TXyuj2K5SN2oE0zIHAlKBALDVGs1Op02hWKeYFBldbXGwsIC1WoV6exZJu0S4vYCUjhAZPoYvqEUXp8XRVY4FD2E3+/n0uVLtIU204enSQaT+AU/HbeDbdi4lku1WgWgWWviiXvouB00UUOUY9RbQXw+H2NjATY3e79jPp8nm83e9jO1Wi2uXr3KyZMnWV1d7Zeqd3d3icVi7O7uAvT70a/F4OBgb0Ry6Qat3/kfiQoddF0n4MvQPv4pDhw40M802kuq3d3dpVKpUKlUqFareDweRhMDJC9+ne4FA280yoAgkDz7GYyHTsDiKB7BQ6PZpNlq0mi1kRsFxrwNdlJj1GtN4ok4kYFRNutdLiUfQWhZHIwnGBgaYm5ujt3d3b6nytT0NL6BJ5gt5aGyjRRJsv+RD73BGVSWZaanp7l+/Tr5fJ5EIoEoiiiK0q9GQU/bEo1GqdVqdDodWq0WhmH0q1fxeJxWq0Wz3uBEaYxI6SDziSjnt7q0hCa26yAILqIrY/tlZjM6NAwuTtaZrJUYNDW6XZ1uV2d7e5t4XCaZjDIxcYD5+XmazSbf/OY3kSWJqWCQf7wSxN2VmQvGeOHyy9Q3ruL6BfzeAgNxkaWlw4iOH13XMXSbyalJBtJZ2jWTUz+W6X/+hOvjv+Mx/jg8w0aozkA1hpGrU9jaJO/YKKpCIhal2qzxleAqV9imGmv0tCmhErFYlGq9weHDh9E0jWqjQSQYJHqba7XbLVMqbVGrwdbWFrIss3//ARSlgyiKTEx8oP9aXdcplUosLy/T6XSIRCIkEgkikQiK4kVR3trh9QHuHu12+65cc1+L3/iN3+Dnfu7nMAyDiYkJfvd3fxfHcfjiF7/Ib//2bzM6OspXv/rV+7Ti9x4PSMt7CEmSbpmQ2UtobjabnD59+l252b6bjKA7QRRFWq0WCwsLb3DhfSdQBIWUlEJ39LcshTbdJh23g8fysL273RulFRX8aYWA7EMUJIqlIg3qaKMarmDTHKzAhod4PM7x48fxeUUwX8WyJfz+MMlkApwGkrYfSU1RKpWwTIuIL8JYaKz/3ioqMjKiIjI8Mky5XKbZatKROigxhSpVWkILy+nl0UxNTbGyssLCwgLnzp3j85///Bs+T6VS6ccvBINB8vk8nU6HWCxGqVTi1VdfxefrPX2/mbnU1Pg4ib/4dexqgXVPGASF8M48mewQmvbkLa/dq+AEAgGSyWQ/02Ri5tvUqwVW5CA1zSWbTqK9/JcoX/xVXK8Pb9cmnUqQbKmEPTKh5CSWabLSaLKV22Irt0W9OELzxjr1VIlwNMbVl17ixqlTeE+epFarYVkWExMTfQ2KLaqExo9y+PDhN3VJ3qsmKYpCo9EgEAgwMjLSJ417iEajfV1LuVxGVVUmJiZoNBrYtk02m2Vzc5O1tTUSg0PMvOhw9uwZDMPArAOmQiAiUTnoR6iIuOMWSstASE6Tr60zeWg/rXINWYZWq83qap1Dh2yOHj3K008/TbVaZdS2ybTbqAMDqF2JQ7kcZkvmYmCYdrvFYHoEn0/HMObweo/jG2+w+WIFrxLEiricfHKMscOJWz7XlBvlvzcew8AmIJuIgzZrbpj1jXUUWaHVavGt+izPajskWwqBlk0y5eeaWOQnP3mU1a9fplyrIbRaRIJBPviaNtseHMdhZWWLYrFEqyUSDocJhUJEo1GazRaqemtqt6ZpZLPZmwnQDpVKhWKxyOLi4m2N0R7g3eGdhCWeOHGCc+fOveHvn3766Xu1rPcVHpCWd4h3qmnZIxavTWg+efLkuxZKvVPjujvBdV2WlpYwDINHH330bQd/3Ql347Tr4iIgIEkSLi6q1pt4MMUOWC6NRgXH7xCOh/GJCp12BzEqERwO82OxH8OjeLh06RKylGYk2yEW9YHbRlRGEJWeZmhPyPv6dpckSEzL0+zIO4QiIbxRL6VqCaWg8B3zOwSjfsJ2nfT+Cv6uD9dK8sgjp1leXmZ9fZ2NjY1bdEn5fL5fTdsjfslkkvX1dRRFIRgMMj8/TyAQ4PDhw2/+vRU3SMo2G4E4y4sLKIrCoQMHCG3fwOy2wPNDsrOysoJhGPj9/pvTIb02TOrlHJFjp8nld9G7OtuFAt56nsVv/TlG6CDHVv+cI+UlXNsmqETgxE8iFrcIiQHa7TbVWpW1C7PItoQ+EWCtXiMSDGF997skR0bwBoOEb1rf7/m9JJNJ9u/f/5ai7YGBAXK5npGapmmEQqE39OP3BLErKyt4PB78fj+O47C6usqpU6cQBIF8Pk+1WmUwO0h2KszmfIVjBx9mZXmVdr2NqwkYmg9hXGc+tIy+oONmRxmQ85T1DVTXRhCCBIMfptVyuHDhArVajWg0yqF9+9iXy2HKMvlqlWAohCHUGRRSnGtusrObRxBETpw4SCjUYXLyIMXis4QPNUlEfYxMCSQm3iTeAgENGUsRUZ0OY0NDJKIRGs0Gy1vbPBdZxyqZrOQqGIaBIEA4lGUt3OHv/czPsFvqCZxT8Tjbudwt9xVd15mZmblpnjhIILBOJjNGOByh0dggk3kIn+/NfZb2/ITi8fgbjNEcx+n/25tZE7wf8H4X4T4IS3xrPCAt7yH22kOvT2i+F3g7dvt3A8uyuHz5MoFAoJ+Zci+x5xZ7JwSFYE+8i97TeIgSHaFDRIiT22njUzeJphREBAzDYKkhge4QGu2NM89fnsc0TYLBQZLZA4iCDoKKIPTGs03TpFgsIgjCbTU6GSnDUHmIQCSA7JE5GD/Iy/bLmIZJttIk44eSC01PF8dcIuDJcuTIES5fvtx34NU0jbW1NcrlMqdOnbqlmrZHWkqlEiMjI3S73b4g901hWwiiSCgU7McRdHUdV7HB+SFprVarbG9v9zKNolE2NzcJBAJEo1HcYAzNskjE47TLZbySiGnbGJJGwRJpWmBHxxA8ftyRSaKFTWxPAHlnk1MHJilsb3FjeY6CpqK9+teEBQctnkaJDCFsrqAePoYoinQ6HYC+1uVuNgtJkvD5fDdt4i0OHjz4hsrM3nTW6uoqU1NTyLLMxsZGf2R87z03Nzcploo88VMHyC1XKG41GDgi89zlp8mnba7+VARfw4UNgZASQg7FWRv7NNNGE3spj9+/j3h8nM3NTWZmZpBlmXg8zuc/9jEylkXVcWjU6zTqdTweDVEUyERTbJZ2aLfb5PMbBAITxOPxvkYpGo2iG11mZ2fx+/2Mjo7e1jjMFUV0jw/JsrBUlbVShXPXZ2Bfl25Q6rcBHcclV95lrClQ0oqkb7bV4NYNul6vc+3aNZaWluh0Ouzf/wUSiRr1+iVsu8vk5KeZmPjEW/4+e3i9MZppmpTLZTY2Nmg2m4RCIRKJxG08YX60eL+Tltc7UD/AG/GAtLyHkCSJVqvFxYsX35DQfC+Ofa8qLZ1Oh0uXLjE2NkY6nebll1++J8d9Le5GgyMKIkfloz0hrtQT4gbdIMYNA9ufJJk9yhX9+yiuymanQ8PuEI0GkGWZ+cV5RL1X/j506NDNG+etm9/u7i6u6xKLxd60vO21vEy4E/gVP02pSSgVQs83iAhNSi2RWq2JqIlYAQ3F3uHIkcOsrKz0TPfmLhEKONiOy/HjDyFJt15ufr+fsbExisUim5ubJJNJBEFgaWmJkydP3rYq4abHwBMgIgicPn2acrmMVCuwlRknKmmojRqOZbEwvwjAyMgIpZtP33s6G+fMZ5G+9f9FbXSQGg1EvYGk+tkfjDFm1/GFIhQND1srm/hriwwMRDDsJsWx00S2Z/FNHceY7ZIqrdFwbRpIDEgWxsoFpi618eWfp5mexvSHSR44SWwoC29jo/D5fAQCAXRdx7Ks2+Zs2baNYRjkcjmi0SgnT5685XWDg4NsbW1RKpUwx01GD6QYPZCi2k7xteMrXNTXaVgdtrICwYCX00aablghrqscjx2irfRcZGVZptPpkLgZBAnwzaef5qOKQjSRIBAMIgoCfm+M3WoOT1gg3Uig63W63Q6tVprLly9jWRaDg4OcOnWqn0HUarWYmZkhGAwyOjp6i816q9WiUCiwu7vbbylns1kO5nfI7bMgEyKrhRHjXsxOm6mcwpwxx8rKCul0up8ltVd1mpmZYWVlpZ/ifPToUSKRCPClu/5d7gRFUXqmhuk0rutSr9cpFousrq4iyzKGYdDpdN62XuNe4/3s0QK8L76j9zsekJb3EIVCgUqlwmOPPfautSGvx70S4lYqFWZmZjh8+PDNm9rbH8O7G9ztegNigDPKGdpuG0M3mL08y+jIaH8D1txJ8k6eaCqC7GvQ6rSoVCrEa70y9ZEjR970SW9v0uROk1B7FSHXdRGc3uREOhVDbNawu70pDUmSMC0bRREIh3xMTk6yu30FwTqPLEQZyqZx9VdwPScQxFuFkT1Bo8Ly8jLpdBpF6WkXNjc3GRkZeeOCZAXrc/8Q+S//D8J6g4AHduQk6+MfwPmLP2HAq9HtdBjs6pTH9xMIBFhbW0NV1X6bJR8bp5k5xVDuWzi2QTU8Quj0p/BWanh2F1l4aZFyV0DHpb5ZprKcI3Ywy1/lTaLxh4lGowweyFF4dgtXAM21aO0UCAZUfB4IljdIbVyCqZOojWWc9fNYX/jHoN1d2dt1XQYGBqjUqugegQWhzAgiUTxsCw1WhRrX5SI75QLRaJTjx4+/YSPSNI10Os3Ozg6bm5t9N9G5QJ3mVICBi16aLy4SmYrRORRh07F5vJbEX7H5q8Q6+wJeRl2VmmkQPDHCcTFOOpFkeXmZ+fl5LnS7HN/cxOf1omoapiRhjD1EGC9qbhvLSpJK/SQeT5qZmRkMw+Dxxx/HEhyEbJCD6eM0tktsbm7SaDS4du0aXq8Xv9+Pa5oEZAmfIhPzeqjdTFk+efIkHzAMUjde4OvaEuWBNk/69/E5dQrfaI/AtVotNjY22Nzc7MVPSBKmabK6ukowGGRqaorDhw/f1xbEXsBkOBxmcnKSZrNn1Dc/P49hGG+Zcnw/8X4nLQ8Snt8aD0jLO8TbKTHuJTR3Oh3i8fg9Jyxwbyote1NMp06duu9s/+2QLEEQsBs2M1dn3jASPilP0jJbNGhgazalQomB1gAhT4ijR4++qbi52WzSbDaRZZlEInHb17x2nbZto7oqcTFOlTJxRUUxO3iCHlRXRcYFZATRRyoVxWO1KV2v0Ao2EE8ESaUjOPosoud0/9ypVqtYltWfHILeCOP169dpNBr9jJ3Xw82MY/7iryEU1kFSiIRSWN/6GlKzwWKjgWmaRFSJQxvXWLTbgIdsNkuj0WBlZYV6vU7Kk6Rx7PM0RZn8zg7ytRkO+L0Ut6pUy00iET9N26UhQrtQQpvcz88c3oeUyWJHE+hzf405HKKxWsZjW0SiEtkBkebGAprPgxaNIehdjOggSn4VceYFnJM/dle/d7FYRBdsXo6VeYkrSFoYj+Jl0omwIFXQOx1WBzcQP6nxIXnsTTeh4eFh8vl8f7xc0zSuCwXCkoetZgscF3W1wf7YEHFdRpFtQgkfHyv62bEa7ATbJPCyGrGYGWjxD80DfHhkhEceeYQrV66wsrqKp15HNE2UZBJXCiJxFlDZ2JjD662yf3+S69evY1kWP6jNcYl5bLW33o+MjvKp+FHmZma5fv069XqdcMDPh06ewKt48Pn9pJMpFE3D8Hj71aoziWla39skFApw9KiX0UNhpIxEJpPptwUXKls8v3MZK9/AUzaZnp7mwIEDHDly5E2F0PcLmqbh8Xg4fvz4G1KOfT4fiUSCWCz2tkIC3yls235AWv6G4wFpuc/YS2iOx+OMjo4yPz9/X97n3VRaXNdlcXGRRqPxrqeY7hZvZ717GUwnTpx4Q79XEzQeVh6mYle4tHgJ54pD/GCcYyeO3fHm/FoB7lvdxEzTxHXdXmldOMg1/RozrS0mFYeU60U1VBy7i+g/Q7vdZfO5p2k89Vc0G93eU27y+3zif/lvCaZMwATUnqNtvQ5Gl0qxgMcfwDAMAoEAY2NjyLJMtVrtt4zeAFnBHZjENE2apSJho8NqV+f8hQsE9CofCdRwJBevBUEtzCvHPkvZEvpjxMGgF8e22S2UKJXLnIj4MW2bxbUdSkoAGnVkHFQExHACr61xQJWQZl+gnrtBvrhGOGLhnhol084TdTsIto7uirQMC6HdRlTruM0GMV8YcW3mrklLq9Xi38tXeEXcwVswOKJF8A/5+Yp8lU9YE8xeukFCVegORnlaz/Ghm+Sujo4ABOm1+rxeL4lEgkKhwObmJpOTk4QNhd1GmWw2S7vdJhAIUGzVGLCSzKVrfK6UZrVdZMunI5giXa/LxxoJvpIs8zvSZf6pcRaPx8OZM2cojI/3hertbpewquLz+chms73oh9UNnnn6JdodnbLW4Vx6jcimxlA0jaQpfNW6SH55iWOtnkFguVxmKpNGUTVMx8F0bJBEBNdFtC0cuXc+98aSJ/op6FeuXOmTkXAkzF8HNvjj1hY7MYuOIbC/FOXAjkKn02Fzc5OBgYFbHpyEm9ehKwhvq413t3htdeP1KcetVotiscjVq1eB3gRZIpG4qwiPd7uW9yMeCHHfGg9Iy7vAW4lJX5/QrOv6fTGAg3deabFtm6tXr+L1eu/JFNPdQhTFu2o77fmevD6DyXVdXKcOThsXja3ZTeyijSqoHDt27I5PbY7jvOnU0Gvhui7RaJQbN27g9/tJJpO9MMFrBl5jECcTQ1ENCsUiSNOYgsjM+RfpPvMKYtCL4vGAaSI0dWb+6Juc/W9/GrjZqmpWyOZvYDareNpt6t4RLuR2yVhdBodHaBd22aw32IjGOXXmbP9ca7VaNBq9xN9Go0G73Ua0bfa326iKgiy4HNeXIZSmI6nkdQO1XmB45iny4x8mmUySTCap6V3UlQWsZoNsOk0EC8u2KeNSblk0QylCoovq0aDTwRBddq89Q2z7CpguHdMhanY4KOiYwTDRTpdCIIPi8aHWdtBbDfJKnEHTAsfEjWXe9Ht+/Xcei8eQ/WFcqcEnkw8x4PgJNL3EVI2/nHuR4vY2oVCItG+AGX+FtVqebw1sc10oAnDUSfFf2kcJoTE8PEyhUGBnZ4fBwUEi8w3ErIuYDfLR6Y9xaWUWvdvCf7WKEYpiWiblbhPbLyMZFk1Fp1wtMzjkZcFXpeS0idqevhYqFAr1z1HDMFAUhSNHjlBc7bJ+qcnSThuvN4TzSAxoUFrfYeFST8cydGCCS/E6T9gjpFKpXhVW7/Z+30aDTruDx+NB9ckIr7lW9rw8jh49yubmJs1mk3PnnsHv3+ZG4Rzf9zfxe6fwNiyGk2mMM36snQHsnM3m5iZbW1vEYjGyAwMkfV4k28YFEAQMVcO9x8LZNyMKgiAQCAT6RN0wDMrl8l0EPN77tbxf8KDS8tZ4QFruE26X0Hy/XGvhnVVaut0uly5d6ltBv5cQBOGO63Vdlxs3bmBZ1hvyjVzXwdav41h5cF2qtRqqAKraC897q/ZbuVzGNE38fj/BYPC2r9nLvslkMmQyGZrNJvl8nqeffpput8vg4CBDAxM98tBu093cRRSLeFot1isNfFkNSWqhyB7koJ/ylVmKJQ+ZYQk6TcStecRAGEPx4o0JiOef5mRNJxt7DEGUMFwIujZ6aZe5uTnC4TDLy8tvOH9EUSQQCiFaY8Ry63zw4DixuWUEj49KvUHDdBgb28cEXfb/5I8jByNYlsWLL77I867KhyemGfV5kOsVBH+I7CmdxuY2omnjkQzUfA4bGGno+C62yIeHkBGptXTW5QwjNNk+9HF0xSZdXkZyHUJugxIauuwhf+MS3XCY+sNpIjs7xMNBZI/vtk/0jUYDx3HYcVs86hlnn5NCtF3WhRq4DeKWn5+MnOR35B0syyJfK2EWTP65+mdIWpwJTxKvz8d1scDvCJf4FetMf2KqXC7z7LPPomkav+hOsnJCY0Wu82jqAL6/Xqe7ucvyyTZdy8SnaHhdFU0W0R1wHJeuIiCLEl5FQ3GV/vkhiiJjY2PEYjGWlpZotVrMXV2hve5D83Zo6IuEBz10d6IM5JO0ovSF0bZtkchkOJo++sMvwVGIhEMEgkEazQYBnx+B3jTR3nXRarUA+k61Fy++zOLi79FuV9mJqWi1ClrzBhvRE4ipFJPRQSqRAMeTB9je3qZQKFAqldBsCzkSRvX68Pt9CIBqdNHf5Pd5p7jbiR1VVfvX217AY6lUekPA47tprzuO876aZno92u32O3JE/9uEB6TlHuNOCc33k7S83WO/29iAd4s7kay9ceu9HJvX3/Acq4Bj7YAQpFwp0Wza+H0Wx7MZFpZab/ned6qyvD6lGVxwuwQCGrmczcjICIIgMDSYZjf3AiIFQt4G+YJMLHmMUq3WqyCJSQzTJuAHLJdC3eGvnprhiQ+lmNTzSC/9BbXBw2xsbeHsbhIzaozUirgnPwyKjKqp1BAJqjIdQ2dlZYW5uTnGxsbIZrOEQqG+C6woiljtfWx8488J1wv4PSoNUWKxY+ALhxkbHUGt5LGqBSjmuZ4vsr66yqGzjzD+yCMoioKxuY794vcJKBITH3oMd2URe2OWQCZGajCCINpotV3Ubh1TCdKxLERVwxsZ4OjHf5zUqQ9y/eXn0XfWiYbDJPI3CF14nrzo4/LwKY5tL+N//g9oVQuYkQzWh3+WyOEzt2xAe+eDP+jnuK2yS4vv6nM4toPjk6gqOvvjGYY+dJScXUdvGwx9u8HKMZfsoslLjSU0TePUQ6e44S9RokMCHyMjI8zOzlIoFDh69CgfmX6Iz7g+MMENuJwbOcdse5bS+W2eObDFLykHwRJBFNC6Il+P7LDklPmAM05E7Gm99ja+Pb1TJBLh+PHjrK6uMvN8Dl03aQvfQY7OUzcDJGJphs8pVH7yM3i9R3AFqAYEsgsGhViBZLLnj2IpCqJjIwsQDYZAAFuUcMTe+3W73Z6+SlX77c9Eosvly2UaDZG8WaYz6CEqO4yaeUxBwBIcvK7cz6oaHx9ne3ubCA6tTpdmp0u1WiWeiONTNUTHxpHu3dbwTqobtwt43HPlNk2TWCxGIpHoj7/fz7W8l+h0Og9Gnt8CD0jLu8Dr20O2bXP9+nVkWb5tQvP9bL28nUrLzs4Oy8vLbys24F77G7zZervdLhcvXmR0dPRNrfBduwD0NB/NZi90MBpJIautt2w5GYZBqVS6rTfLGwiLU8UxZnBdnVarha07yFKcY8eO41UWcGyJnbyPTqdEMtpmZ+c8NTFIeHAQHyLpiZMY7TbFpSXkQw9Tb7V56qmnqGpthm5cIX9jnsJuAb/fjxbyE+62qeW2URUNKZYkjIhfU/GFI+RK5b7Wpec9E7ylSrRbrbKRHqI1Oklcq6GvrxCMxkgmEqjFTVw5irC6QqlSRdvN85HUAMrgIKurq1SrVVqtFvlqF7vZwRcIc+IjZ/BvqmyWm3g8HuTxg4juMRLbS+waMpqkkfB6SSdD+A+dAEFg6sTDnD8vsGnb+D78d0h/+u8z98wzONdewvudr9EaGCWz7xg0q3Sf+m3mmjotNcDU1BSapiEIArVajVrEQnQhIXoJan7Kmg6CgF/yootQlh0cQSMRjjB2PEolVMHXUWnUm33b+Zas8bS0Sl3QiQsCxU4dx3GIRqO3nPOCIDA5OUm9Xmfj5Q0Oaypz03UkBxwRqgGICxoHKzJ/53XhgXvn8Wv1Gj6fj3a7jcEOnsg6lYIXW1eIhyMk1Sql9VdpTDxEOBrh8YKfowWV2d1ZarUaExMTiKKIoXmRLAtwcUWxR1huXnvtmwGIexubruvMzZ3HcQTq9Rq+jktnSEBLJIjrDnmfQtVq8yH3RH/NqqoyOjKC2mnR7urUG/We6Ps+CXTvxb3D5/Ph8/kYHh7GsiwqlQq5XI7Z2VmCwSDxeJxYLPaWIuO/CaTlQXvoznhAWu4R9hKaBwYGbj+qep9xNzb+ruuyvLxMpVLh9OnTdz1FsKc/ud+kZa/6c+jQoVs8K94AQUPAwe/z0Wq1SCQSKKoNohfHad72v1iuRdEpslZeo+1tk/Vm36CRubXCYmDrV3CRaLcFCsU24aDNQHYMv9/F6pTZylWZn1/EMAySiTinT2VAfYydyUmWvvpVileu4A+FOPzFLzL66U/zvR/8gMuXL/NUo8SXAnFUSWMiFEaVJKytFZ6dbdG89Jt4Q2GiRw+T/uAH8CkKvsERnnjiCTY3N9nc3OxnCSWTSUZHR/H5fP3x7dTYOO6+f4byR/8bkcsvQUnHHTiLkz3OSqnC8vJyrxJSr7CzMEfb29v8CoUCuuahFM+wf/9+Et42TmGGwL7D2Cc+gldTcbARBBff6g0GXvprgqqD51O/CN4eefJ4PExNTTE3N8fy8jKnTp3i4x//OPml79GRNSrlOjVjnnQ6jWaZhLZvUM4c60cbWJaFaZqEDJV1qUJGDrFPTTLrFnAEgZjgYUOsM10PEHZUvCE/sxNbZJtRAoNhDh48wNbWFrtKhzWjjCtYRBQ/m3aewIfgM5fSNJvNN2xc4XCYcrlMIhIlMzrAgtCivLWNZVvEU0kGI3FOtj34k7fXSel6L6dofX2dGzduMHoow7q5gaEFsUMylmmxncvjDypEr8yh7O7n84MHGFDCVOXetE+9Xmd3d5ejR48SDAax3+Ta3POK8fv9VKtVXnjhBVZXm1hWi4mJSdrtNqcCQyzbK+wMZDEkly9sZzmYep2BnSDgyAoBj4DP68WybSRRAtx+Vede4V4TBVmW+9os13VpNBqUSiU2NjYQRfENAY/3cy33Gg80LW+NB6TlHuBH3WqBt7bxdxyHa9euIcsyp06delsX7h7BuJcX++tJy54G6G6qP5KSxbQ2UBSXbDaLgAk4SMoQrnvjDa83XIOL5kVabouSXcJMmwRCAWzXRhIkXNfFtu0+MRMEAceqADblcouLFy/h9/s5fPgAIX8DQ29T2i3SaHT7G60/ECAY9KMFoySTj3LkkUeol0oUKxXK1SrPvfACjUaDTCbDsY9/HFkTGemWoVml9YM/49Jcg03bTyakIoqw/dxz2KUi9c//BEOui0+S+tWnjY0NcrkchUKBYrGI3++nXC7j9/t749uiiO/n/ye+1f13ZG2TEcFPfX2N9VweEwHbcRBtl86zz9AqVZFCIYIHDpCZmmJoaIhqtcplV+KA7TB49qMYqpf6To622cEaOYT/zGfQLYX24D5SD338lu86nU7T7XZZW1vj+vXrjI2NEfXIEIyQ3y1TrpRpNpuM+GSMWgVpUOpn1/h8PgzDYGVpnY0Bi1rcoiU6pIUgSsdhyV/lr5QVTLPFZMNHKBRGU1Uey3u5HDDY8XVwR8JsVxdplQosVNbwtD1MpSdppVSaRyIYW72E7T0natd1mZ2d7WUkVatYQZm0GqYq5sGCeqVKSvXzcmmZo7HJ3vl2cyOs1WrkcjmKxSKdTqef1L1//35W0gIvPv8y4UCYdrdDedhgN1WmqwVY3dfFEZf53FoGBRGfz8fa2hqrq6tcvXq175Kradotf1RVpVgsYts2uVyO733vezfbCROEQl0kqcjAQArHaPMB3yEeNj9I+5UcgvtnvJj8a1KpE4yOfghF6RFVS1H7k0mKJOIKYCieez5BdD+JgiAIt7S97hTweD/uY/caDyotb40HpOVd4l4kNN8L3KkKYhgGFy9eJJPJMDo6+raPvUeI7uUo9F71xnVd1tbWKBQKd139EUQ/sucUtr6A4NRADCCqhxGl8G3bQzk7R8ttoZkaQltAkzR0j86uvUtGymBZVn9NP4QLLpim1V9nwB/AMLucu3yD0QEbRZEIhUIEAn5CQQ3T0tBuuu4KgkA4kUD1+2l3u9TrdRRF4aGHHsI0TfK6gzKwH78ExbZK9fz/DzUQYLVSQTVMtFCUnaU1tGIFd2ODWCyGIAgoisLExASDg4P9qZUbN25QrVY5cuQIdquJNHcNz/YWn8eg6lhslUuEFZXjsRA5UWVoYpJrf/hVTNWLPxYhv7qEeeMG2X/wD7hWLlMulwkfPEjzE79MKB7GWl/A6rRYEQJ0KzoTMR83guMoHYhtbRGJRHAcB9M0keWedmJ3d5ednR1WV1c54M2QdWYYzGYpVcp4VRXHaBN7+MNMnnisly3luhiGQTgcZp8ySSi/w4qq8wfyRaIVgcpukcVjMmE1gle4md8l9LQd400/x28kSZ2e5vev/D7XfTnCXi/VVpG22cbcMTmefYRmVoMt2NzcJJPJIAhCX38WCAQ488gjXBO3mLACjI+Msr65QUYJsGpWWbixwAuNFxgaGkJVVWzbptvtAr2Nplwu89nPfrYvaJekh1jcTOA4OvboMPXOMqGSxaqaJdlWWB81aXlDHG1F0XWdeDzO0tIS5XKZ5eVlWq0W4XSc2WiLVW+beFPhQCXA3NUZVi/P4REVPJ6e/86BA4dIpR6n01ml280RDg8xNHSGixe/y1bpz5FlHz7fMIuLX6NQuMLZs/8doiiDIGBqHnAdBPf+jTy/l9b5rw94rFartwQ8yrJ8X3yy7hUeVFreGg9Iy7vA8vIy5XL5bXubvJcXcaPR4MqVK72S/x1M1O6Ee+W2+1oIgoBt29y4cQPbtm+rAbrjmqQIou/0XX2XZaeMhkaz1SutB/1BFEGh7JRJuIl+deWW9YlREAS8HoVEovfUW6vm2MorWFaYYjVGLFRgdKRXdnddaOmDBG8ex7btvjOp4zj9EdVkMsn29jYXLlxga2uLTCaDYvUqPYIgYFgWHdshk0yRME0OnTmDx+tlbW2t37uH3s153759ZDIZ1tbWepu+rlP4yz8josr4fAGEfYcIhmM06zWs3BoR2yYaCJFfW6XVaKAqRZqzzxKWJFxvlOX/+FXqD53pW71rmsb8zg5mYj+doIltGCT8PuTyNgevfRNZBGl6lLLjsL6+TqPRIJlMks1mGR0dJZ/P02g04MSH8So68Z0FpsIDVKsVdoYeodCROKnr+Hw+arUazWaTcDhMJBKhXq8ze+k5PE94GYsNICsS3VaL1UCTZMVi0zbpGB6+JBxB3Z2hvHQeYXOegnGJkWOTnLMrBBQvIiJtb5tcrchpPYKqanQ6HQqFArbdGwEWBIGDBw8SCARYuLrLy/EyZ9QEgcExXups8M3CHENXd3l56+W+iFsUxX57DuDzn//8LQLKdttkcPhLwBwXxIsEYlkuixPstKCZ2yEaknmuM89J7wcYGxvDdV2OHTvGxsYGKysrdB2T/zSZp6OViG2uMO82+dpojLoqIO0LcnRG5GPqNBMTE5imydbWDuABJmi3YXv7EjMzf4Triug6FIt1stkstdoq5fI8icSh157suPfxdvSjqm6IokgsFiMWi/UDHpeXl8nn85RKpfdlwOODSstb4wFpeRcYGBhgdHT0bZ3we+Ld9+IiKRQKLCwscPz48f7Y9TvB/SAtjuPQbDZJJpNMTEy84+/jbv6fX/RTt+t4PB4s08Lv99N1u3hdL4L8RsICIIgeRPUIlv0cyYQPXe9y5XoeQdmPLEvI6iAdK0O3voNPVSlWITPYO06pVGJpaan/JJ5OpxkfH+9raPbMs1zX7ZEQvx/DstCrVVRVRdd1vIZB8qGHKFcqCNUq6XSa2dmeYHNqaopEIoHH46FWqzEyMsLk5CRxwUXZ6rDRcggns/j9Poxmi0A0RndgCLbX0Hd3WDNd6vk1VKFLwwLBckjKbaz5i/g++CGyg4OYpsm3v/1tgsEgDz/8MPvTaVRFQZ+/QGfmMnq9wNhQFik/S0M71q8CxeNxQqEQhw8fJhQKkc/n0R0X9Yv/FLe4AY0KgUgKa7eGXSyi6zqiKLK7u0u9XmfnpZfonjtHfmWFmNfDh0d/givHOnQSGj7d5mdrA+hmA9Mw+Oj6EPLX/5qVr/8lgihSfkUiq28i1UXsUxpVTcGnemn6IGCKZFdsyrUyrutyceYK2xGLTsTmA5mDfQ3V2fQBzLlX+O7GX2EWdslV2iSWW5QqLZyOQSqVYnR0FI/HgyAIXLhwgTNnzqDreo+0OA5is4NSqpHW4mT3/yIrsQ9zrnEDea1EtFAkm81SFi26q0X+au2vSKfTnDx5kvHxcULTA8wO5vm2MUe3eoNTL57DckAKuBxbN1mPTSOEjiD//QlOdB9mpN1rqXW7XQzDQNd1dF3HMAwsq4KmxWm12pTL5X4uULdbeUfX2jvFnjHjjxJ7AY977aJEIkG5XO7HKLw24PG9MNd8MzwITHxrPCAt7wI+n+9tjzDvjSbfz4t4r+Wyu7v7hrHrd4J7TVr2AhkVRWFycvKeHffNMCQOsWPvgAdinhgdt4PiKqTl9B1JjygnWdlMUdjtsLtr0mo7DA7WOXz4MPv27ePa9/+K5LmvkzRrxHWTxsEnuNb6EOVqFYBAINBzYX1dMKaqqkxNTfV9YFzX5fF/9s9Y+MpXaNRq1NptPJkM2pkz6LaNz+frj3levnyZ5eVlgsEgAwMDrK+vY5om+/fvR/J7kRUZKeDHVDTsWhXbdnAdG1fRqMXSbLYM5rd28XQa2JEwgmsQGZvGEjSGD04yfewwr87MUSgUaLVa+Hw+MplMr6TeKKFd/QHz515CECScQARPfRdvq8LQ0BDBYPAWAfXU1BT1ep1ms8na+jrj4+OQHkMEDiUGWV5eptls9r1HmjduUP/mN4kMD6Mkk4hLS+z7t0/zk//qf2LVrlOcWyPueLAsP5qmcTKzn+ev/S6p6WkKpRIdLFq2Tuq7sxwXRthIyXSSXhKrFmeLBt1QjXA4zEtLV/nr40286TiRWJRLwVl+2oKPORNEVRXpd/+MTLGIoKpo6+skRJG1yUla3S6O4zA0NEQ2m+Xc+XPs27+PZrPJtWvXCPr8HAxE8csKHsMmK3kIVZoMrLcwxyx8YymeOHGUitAl1NH5xEaQXXmVXC5HLpfDNxDjuY/LOJqEgMDw3Hk2AhJm18EVZBRFYai4gDDwCD7Nz2W1wknv8G3PXdd1KRROIElVKhUNy7JwXeemodu9SZa/W/xQ3P6jx2vHxW8X8Li2ttZP894T876X6HQ67+oB828DHpCW9xh7pOV+5X84jsPMzAyu677BlO2d4l6SltdOCN248UbR7P2AX/TzkPIQq/YqDbtBmjQj8gge8c69bV3XWVhYplqtMjIyQmdjA0EQeuF7epuBZ7+CYNuI+/ajdwv4Gq9iL9tIyYcZGxu/RbT5hjX5/f0n4mAwyL4nn2T87FlmX3iBWrvN0Q99CK/Px+LiIt1uF03T8Pv9TE9P9yZ9dJ0bN25QKpVIpVJIksR2p4vW6SJqfvxeD2KnSUiR6No2ZqOG7vHy9Mo6sYCf7FiSYsnCGx3AtiSCYQ+TDx9lW9MYGBhgdnaWkZERHn/88b4GQNxewVq5QvCmYLZarYLjYuR3UD/7D99AziRJYt++fVy5coWNm7qcUCjUz8cplUp4PB5GR0cJBoPsXLhAIJ1GUBTqW6t4vDJOs4lwbYVHz5zhFbFEo9XLZPJ6vTS3tkAQiMRidAyjp1dIPcTi7Dk6ZZVQU2B4N8xD3YcQXYPN+ibr6+s8O1WmIYG8VCShJoj6fPypPMt0LcTGV79Ku1Kho6oIgoCaThMrlwlHo1TjcSqVCt995vuUz8ZxvjSOToeD5QDHFxSUrk7brJLrtKk36gQCAQQBxi2VXy4fZna/y6bU5KQzwOc80wx8MEj9WJ3z589z7tw5XmzMMrMoEqw46GqLtGGCL4QjGIiuAKpCtGPxSD3I2FIMUXFxA21cn+e29goDA09Sq30Dj6dBt2tQqaywf//HCIfH3/nF9A7wfhK/3m4trw14hN4kaKlUYmFhAV3XicVi71nA44P20FvjAWl5F3gnTw/302DOdV3Onz9PIpFgbGzsnj3d3M049d0gn8+ztLT0IxEt+wU/B4QDuJJ7Ww3L62FZFi+99BK1Wg2fz9dPYw4EAhQKBSL5BSS9TXcgS3dSRenGwA4zGG4ycjiE4n1zwgK9fJ1Op3NLFUzx+7GTSdxGA/XmtMj09DSyLPd78oODg2iaRrPZpNvt9nv2qqpSrVZ5pt7h81IFTZHoiAKGY2O4UJI0Xr50jYX1DfZNTzNw5iihnSLmvseRRYdoJkYFqFYbZKNRtP37yIyN31I5cRKD6IaBVwsQCoeIx+JU1xZpe0PIgnjbG3o4HGZ4eJjl5WWeffZZEokEhmEAvafe1dVV0ul0r7VRraIGvLhbW4S2ruNVVaR6BLO0iyAIJNJJLrk7XCXPvrjIgBbDvfkA4NE0VE0j7Y0TGZMJTO5HU318+uSnsSo6c1eucn1+jvm1VZYfTsFiHVNRabVaDA0N0YpL/NlKk+GrV1EjEfyuiyRJBINB6qaJoOv4sllyuRwvD9WpjGnszxUZzg5yI9HCiEf5h3NZjHKNRrPB9vY2fr+f0OQ0A+EoB6f28wlHAIe+2+typaeJkySJU6dOsSjfQBWrdDo1upUODi5gI0oSrgghR+aYGWHEP0BJNXlEj6MVqnRSEQxF7nvGiAhIrQ7jygChA/+IxdJ5FtdmiUb3c+TIT73nVY/3Q3toD3fjiOvxeBgcHGRwcPC2AY97VZj7EfBomuZ7Ehz5NxkPSMt7jHtFAF6PVqtFu91mYmKiP855r/BuKy2u67K6ukqxWHxb/jD3Crcbab4T9jx3yuUy0GsDHjhwAMdxWFhYYGtrC2+3Drj49iVwHBej3sW1bOKqD5cCOHWQwm/6HrFYjFqtdkv/fE/n47pu/ztyOx2WvvMdCpcv400mGf3EJzj4+OMUi0U2Nzf7E0RXr17FdV0+fmCarqvjVCsYXg+W3kHxBQg5Iqvr60QiEVLpNFdjTzBu/YCxM8egXqLatWhrcYasDprkJVPNE9GTPYXx3vcVG2B76ATxxReJ+9J0thZxbJPG6c9z4E0ynOr1Op1Op58nU6/XmZycJBKJkM/nefLJJzFNk+eeew5FclEuPo+uinRcEQSVQLdFvLGKi8vTIyW+5s/TqTTZie+ylIAvHNtH49IssVQK17Zp5XLs//wXQBDQuzpaoUukYeDxjzM9NcA1eZ1r61dp+RXq5Xq/BWZqPsobJnGPB2+pxMDICKZl9QjixgZ6Ksr14TabR3zsHPWT2DSZW5pha3mdU2cf4kVtk0NJjZOiB6spI0kSkXCESCiIdyBNxzQp35zMqlQqdM0uoiAiCVLfd+SLmQE6kVk8qQ75nTzdXZto5TKS4RKoFYk4Bl3fOFdyr+K7LvP9+jw+LySSxxk8/DkCgTiyJCEXa4gdHQ0IWCqnoh/A6g7TsAw6ne57/sDwfq+03Ak/6oDHB3gjHpCW9xj3o9KyZ28dCAT60yX3Em/lAXMnOI7DjRs3cBznbU8I3Qu4rvsmI823R7PZ5NKlSwiCQKfTQRRFjh07RjqdxnEc1tdXEN0d6tEuwck0WsKH3ep5tShGh5KcJWo3sI0bSOo+EKO3vZmJoohpmnS73X5Zul7vubYGAgFkWcbWdS78+q/T2t7GE49TW1rihX/5LzF+8XMsem26ni7Hjh/DNEx2dnaQJAm9VKCt2Lh/9Gu4mhcxNYhkdNC6Lp/4+C9SKlfwer1AiO9VT/Mxb4qR/Q8T6xpEchtUDBO92STm8SKuLOAkUpDqkeB2u01u8jFamSkCPoeljR1qqSmOPPz4LZ/Rtm12d3fZ3t7um6ENDQ2xs7NDMBgklUqxs7PD8ePHCYfDLC4uks/nGfc7BFWbrbZOwTHR2k1+7PEzhKvLzAtVXtV2yZo+NstlNEGHpMCr/9UpPvbnWbaffx5TEPA88gg7kQjrV68S9XjxNnTWl9rouoEgupyYHOf/thXht5+cpyRtYLd0Nt066V2Xk95JIk+Osvt//p9szF8Fj4rPlDDDAf78Ez70QZewGqYWMqkN2gS3uzRrXf6yNUPJ47IerfBPaiOEMwKqlmRUzeIAl9aWqTQbADSsBt8tfJc1Yw2/x89HJz7Kl45/CU3WmMb5/7P33/GV3PW9P/6c03vVOUe9rravtM1rG1NsesAEr8EtIZAACSQ3iVO4Ibm5/BJyH5QQci8Qbi7f5BIgN6RhCMYFMAE3cLdX0mq1q12teju99zMzvz/kGUu72l2Vc1SMXo9HHo/glc7MGc3M5/V5v9+v14thbY6X2oK4/WaSaQ+a8Ub2PPU9ilk9Lks3Lq2X6MB3SVYqlPX1SKKTYPwhfjr4Izye22ly+zjiracoQCqdwmixYDOaabBbeUQ7x0/Fp7lO28kNYhM2NmZHL0nSpg63LsZ6CFStAx4Va4UdXB1b407aplgLs14PAVgOitHY8ePHGRwcrEkVZ62VlkqlQl9fHx6Ph46Ojg3fiSihdiuprsBCkOLQ0NBCls/LpnGKJwqAIEjsbs+RyybI5ssYTvRi0KaR0zmcWij46tC1uiiXEug1ZsTiKQRdG1rDrsuOpbzEFUIFC6QFUElMdGiI7Owsxvp6Uuk0yVKOc+YoiSe+Rd/7b0AOwJGwxK/ojnHk8BFSqRRzLzyH7dF/pJSMECkJaGZn8ZpNuLQVjs+dZdwSIO9yUpRkNFodw1NzmDx+HOUCmK3IpSSJZ3+KUycgWixoBk8h3xIAQUMymQRBwNBxkLPlMglNAw0NDWqcQDabZW5ujlAopH4vZeCxoaGBWCxGf38/P/7xj3nPe96jfs90emFB17k8ZD90Az/1GEnOBCnVO5hvbuRjwxpmySBWRKRShVgstqCysFt5Sl/k+uYurHfdpV5HrVaLXq+n3uYkn5YoFkpkCym0Wi0Vm4n9TgfvPN3JC29wMJeL4R0r0ntBz6nIC2icGi6+poT1YhpzLE+5zU1o90HCdhnffB7JKGG0COQdWvR7AsgGgaCxTKUCmWCcv9Flud7q5aBkx5CJYIzpKbHQHrE77Dw48yBZW5ZD9kPIyDwx/wRGs5G79t+FDg0fEY9yTooyoU/idZoQyz/lvKWFZFkgmy3SZLcS1xaRkXDYfJh0erKiAMySSJzHIWkJS1pmY1E8Xg+RaBSpwce0LctTjji2SpYxTYEnNVP8UflGrNS+6rnV2kPVOpdrBTwqVZjV+sLsVGyujh3SssGoVqVFcfIslUocP34crVZbs3mZtZAWRSHU0dFBfX191c/papAkSbXlXylhmZub4+LFiyphMRqNNDU1YTAY1Gl+uRLEZoNkykg0GiciQ1ujH0ubG8MuD2arSKmYIxjOkUxPcWDffqhMIuuaEF4O2lOg0+mw2WxLWmXx+IIUVR0IfLk9VRFFMtks07YcWYMB91wWd0qDRq8hdNiG09iBRtbgsJjJ28xYUnPojBacGhm9RsCh01Iq5iic78PTeJBCPMLzhoUdYy6X4wc/+AF7KOOWKgjheRp1GgSrlWIuh25iFP3wGeS9hygWi9jtdmRZJpFIoNfraW1tVasqyWRS/S52u53GxkZ8Pp+6SOj1ehKJBO2tLcRefAyvGXD6yMfzAEy1tvKf18VoKYAtlMb8H2eRCgP8fddevD96iujRLK6Xr51WqyUpFwmUzZjNZjU1XDG5E0WRcqWCWBZBWLgf9Do9er0OrUHHCWM3v9/wTp577jmy2iyVXRXGdeP8sPRD0qU0dbubsFgsZMUsF7qz2HV+CoWFFmyDpY45l55So568toKkq8Bchlg0R1wQmPKkeVJr4d2WXdxTOYDH48HlcjGeGicxnaDV2crs7OzCPeZq4onJJ7ht920YdUa0aDgg+zgg+0CAix4nsbo6ZLnM+NgY0XQKWS6j0+pxWKyUkWlsbMeVN9LSchwh34AukaWxqREBgUq5wmg2yEV7GlOoiKyt4LXUMWdP84w8xevKzWi1WgRBqBmx2ErqoVq1qi4NeMzn80QikVUHPG6V67SVsUNaNhjVIBaLU5D37t2r3ui18FNZy+cqCqEDBw7gcrmqfj5Xg2Jap/z/13oJKKncc3NzKmGx2Wx0dnYyMDCA0WhUqyKylAYWhmLj8fgC4dA3YvZ60OldyOXzlCp19A08R6lUwWQys6uzAeQssJS0CIKwpJUnSZJacVBIi72lBVmWMZlMuFwuzjsr+OazjPttTExM0NzchE2j47wQwxeViT74HYhHEWQ9DiGP12YhL0NRo6GST5JNZbFYE5DLMR2MU2rp4Pjx41itVsaGz1JfyeAz6ClqNIiiRFGqENfocYWCmLr3EwgE8Pl8qupJcVpWBmu1Wi1+v5+GhobLZJuzs7PMzMzwi7e+k8S//S8c+ThFswFzPk1rJI5F6CLS6CPf6EX7RD+eb71Ewagl53RSmQkR+Op3aW99O9ONGhqENlLlPEl9mVtnGsnn85ddW5vNRsGgxemxk06KmCxGbFYzLpuZi3NZul/nw2g0EggEmJ+fp76+nj1H9vD9h7+PLWkjFA6Ry+Wo76onn5kh1eigLiOwX2ygt+4Aw3IeQ7DEsD7OpJAnLcnslb3cKXXRmLCT0ku0Nu2i29itnldRLKIRNCQSCSqVCoIgoNPoqMgVKlIFI8bL7k+PZw8ajUBHRxtOpxODwUB67CxavRWNy45WI6A36NGWtLhcbQSLJXoPHUCbL1KslCmXypw1xHjBlEBT0pDPL8wV2Zxupg0ZtNIrM3aVSqUmBGY7z7SsFWazmZaWlmUDHm02G3V1dZcFPJbL5Q2f99uO2CEtG4z1todyuRz9/f20t7dfNnBbqyHf1XzuahKkld1xtV4iShl6amqKQCBwzbKsMm+TzWbVYV2n08mBAwfUqsdio6eKaCQVXzBE0+v1+P0+/D4XGn0jGv0uJDlDqZTEarWj0xUxGPQkknFcBj26a7S4C4UCDQ0NlEol9cXl2rWLhhtuYO6ZZ9DqdNiSMWJmGD3ais1mwuPxEonHefy5R4iejnFCDwkJRHMzh8pncNktuDR6SsU0+ZbdSIfegsFixjIzza0aDRc9TgKpKKOhCJbGJoxuO9rTL6Ipl5EEgRlRxqA14O7aTSGfJ1soIMsyRqMRj8fD3NwcpVIJq9VKQ0MDfr9/2dmF8fFx4vE4R48eRRuewnziZrKiQEaSKBfTaB/8GvsKo7wodCHpTegvlMnXN5OmgFYjobcbMMTzvP2xLIOvbeIJZ5Z5cxl7OccP6oO8TdfAcaEJh8Ohpl8bjUYKhQK6XX70c0lMkh69oOPMxRx6j432Az4AWlpaCAaDBINB9vbupaW5BWuDlReef4GyucxAeoDsxTLehno+5LyFVtmNPWXhupiZiZfGKFQiTL8W2j1u/lC3n6xRJiiU6SzZuWnWiNBURjYs/D3bne0gQigewqQ14fV6CefC7PHswWpY3lDM5epg1653MjLyMCaTQKGQwOE+jE4nUZTjCJKGTKaMx3OcUKjM0aNHEXR6yOYw5wqYdFrmXDIZQ4LmhIVUKoXb7SZChQ7cqlJFkiS1nSpJEpVK5RU10jqfz410AL8WNoNAXSvg0Wq1ksvlaGtre3nebOUQRZHjx4/T1NTEgw8+yNjYGHfffTfRaJRjx47x//7f/3vVqZF2SMs6sFbJ81qJRTweZ2ho6IoVjGrPyyz+3MWzF8tBUQhFo9EVK4SU/KFqQCEd+/fvJxwOMzg4iCzL1NXV4fP5Lpvur1QqDAwMAAt+LMrP7t27F41GQy6XA14hLZFIhIsjM/g9MmaTREd7I06HBUHQodE1IwgaJE0HmcyP8NXZcblbMRlFojE9U8GLHDhw8Kovj0qlgslkwufzqf9N0GjY/4EP0GgXST76IBqPzJff3YW3vo3d7kYmCxESkyEyT0aRJZmkzURe0FI0uplpfQ0eXRJi83D4rXDw9ejLFbQ6PcbOPTT2PUcgk4aCAb9eJpKK8FQ+x65sAUmrw2V3YzOZsLe2Iuv0JFIp9AaD2oYMBALo9XosFstl/iyVSoVCoUA+n+fs2bNkMhlaWlo4c+YMbWYBQyxMPJ2jXCljD7RQPPgG9mo0BBqO0lGoMD73XYwUkaUsGYOOjpFpzPMFhOl9tBd280yzhe6IjFnU0bCrnp+1lHlduZFm2fXKtVNCDcUiQX8FTc6I1+1j9yEr9R0utLqFhctsNlNXV0c4HCYVTnHAc4BHhx/luhuu46GRh0gWksgFmTuHzTjqM5wzRumMNnHM2kFXy15eeqifPUmJm968m5JZJlbOYw0WaTHWYfLqkNI5RO/C9THrzLzR/kb+LfJvVAwVgsUgXrOXXz74y1e8LxZ8gW6jsfF6UqlpgsEkqZSWlpZ69PoohUICSXKTTOo5cuSI+txJdiuSfeHevQEDj2lmyXhKOD31RClSL9u4TmpUj7OYnCjERRRF9f/klyXga6nC/DxWWq6E5QIeBwcH+fM//3OmpqbQ6/U88sgjvOENb8BovLzydim++MUvsm/fPnUe7uMf/zi///u/z913381HP/pRvvrVr/Kbv/mbtf5aG4od0rLB0Gq1FIvFVf/ezMwMk5OTHDt27IoVhFqSlmslSA8NDQGsKkFaqbSsZdJ+MRZLmi0WC21tbbS1tVEqlRbIxsWL5PN5PB4X9X4Bgy7J7EwIs7GOcHShtdHY2EhXV5e62CmqF7PZzMjICLOzswDkSrtw2vOUynNU5Hq0pqPqvEowLNM3KOHz6unsasZgamIqGKFQyNDf38+BAweuWH3K5/NqeX4xtGeexD/9DFmXg8xTA7z7+YtcuGmY/jvfhCWp5Q0vaTGYnRgtBlwaiVwuv6BC8LVTampAaGimYraiTSXRFhb+rag3YNjXQ/ixR5iOpTAZjbQ57Rz0upkst9IjFnA77RTyeTSiSEmrw2zUU3jZEVar1WIymfB4PKqMN5/PUywWKRQKlMtl1ZVZp9PR1NREPL6gWsrp9JRSCXL5BRIslYv4XvtOpof6mJ2cpkOux959jMHRf6Po1tM6kcZf0KPVajjs0/D9434atRXioWmmpqew2azoWz38VDNFh+hSr5tyDyYSCTRagbaDDbS1Le8e29LSQjgcZnx8nH26fQi7BPrifcQqMTRo0JY19Bg7mJ4fR9KIzCXjhPwWDE4ZjhRJx0fYNXGAg1Y/pvNRkskkkRYtZVcDmsorz83c3Bz1Qj2/s/t3MLWaCOfDdDg78JiunQxvszVgszUQDJ5CENK43fW43ftUN92jRw9fUaFTh4U/Kd/Ek5pJJjUpuiU3r5VarqgeUgiMTqdT58OUKgysvo30ah3ErQaMRiPHjh3jgQce4MyZM/zX//pfefjhh/n4xz9Oe3s7t912Gx/4wAeW/d3p6Wkeeugh/vRP/5T/+T//J7Is85Of/IR//ud/BuADH/gAf/7nf75DWnawPqx2pkWWZS5cuEA2m71mMGOt2kNXm2kpl8v09/fj9XpXbWhXjRkcRdK83AvUYDCoia+VSoVM4nmKmWliuTLIFUy6CBajH3/DQVpbW5f8bi6Xo1AoMDIyog4Sdna0UO8rEI9OIBvKGIwmEBZe/KIoMjExwex8Hr2xDYvzRvR6PYcPL1QY0uk0/f397N+3D6dWA7ksWG1gWxhsVYjsYkJaLpfR/Ox+zoyEeeHRU0iCjM1h5+h/DNHyRJLom99JQ3MzrQdaMet0uOfGMUcjxPN5bLJEKBJlzt1Aq9OETQphLYQo5zMIOgNCQzez6RyT80Ha2lrRWhvodtpIuH3Ml0s0NtWjKZdJmG3oJRmrfoG0KAPOkUgESZKYmJhAXxYxChpkWaIsL9zbs7Oz6gxMPp8nmVyw0Df4m9CWszgnz1MolLE2taN3uNC27sU8F0RM5Tl26AacP/wx4edHKBYKJHU6Dh4/QKM+T16ooJEFisUFAhUOR2ht8ZKjrF63RCHBC7EXmE/P055vp9XUelk1aDFsNhsGg4HHf3wfpeIEol3D3iO9PCIYQYCSWEJA4ICtE41GICamGQgO0CB5oKghUOfn0eQz2LQapDYNljkLqXSK8HyQUDSILuHE4XBw8eJFACwBC/9y9l/IV/LIyLhNbu697l4armGvL0kS2WwWWBh0npqaIhwOc+TIkWsSfy9mbpP2wCofN+WZUj7/0jaS8i7TarVXJANbaRB3KxGoSyGKIq2trXzhC19AlmXOnz/PqVOnrvjzv/d7v8fnPvc5dRYuGo3icrnUNaK5uZmZmZkNOfeNxA5p2WCshrRUKhVOnz6NxWLh8OHD13zwN5q05HI5+vr66OzsXJNCaD2kRVk8V6oQ0mry6LUJkgUNeoOddDpFpVzGaY8Rj8fUvrNer1fTf+fm5tTqyN49e7AYRpDFBIWiQEXSYDGGkcoX0Rp2Mzc3RzweV900lTK9wWCgp6eHs2fPEotGCf/4B5gFEZPZjAzIJ14Hbi8ej4dcLkc2m0UURTWXp/3ieUb6J9DqtYhSmVK5hMusRZ8vsNvlovXAARobGwkEAmgr1zH62I+xhOYQ3V5GTVbOnhvGZrfiTM0gICCYbGhlCU0mhL6SRqfTodfpMWq1hPJFhqcnEUWRgv7lXXg8TXFsnOPHj2Oz2ZAlmVw6Q3x+HvQ6vAWRFrcXvU6HVqdFNBr48bnT2O12MpkMs7OzlMtljh07htlsRqPVom0/gDPQiiUZwdTUSb5QRGuxsXeveyHbx2mm4dfvYfbxRxkduYjVacMfsBDX2zgu1fOT/DA2hwO/JOPyuAnmk7zf0APAXGaOzz/zeSaDk4hlkWcjz3LQfZDX2l57xXsjmUwy9INvkX/8QXR6Iy6TldhPzuA9WmHMX2Sfq4NGs48OaxNZMc8Bi5WgM8Kp+Qv0DZ/iriNvpsVRT4vJj05jYNI/jyNrZ3Bqgte+990kUymeeuoppqamqAvU8ePoj7FZbNSbF56ZeCnOP/T/A//tNf/tmi7KkiRhsViYnp4mkUhw+PDhDV2E19JG2mrVja2KxRb+giCwZ88e9uzZs+zPPvjgg/j9fo4dO8Zjjz22gWe5+dghLetALWdaCoUCfX19NDc309zcvKLPrmV76NJzTiQSnDlzhoMHD151F7vaz10JVktYAMKhKaRiGqfTSywWx2hcIBdmk0RB7CAciXHq1ClkWSYUCjE2NobT6aS+vp5du3ahEfKIhQQyVsrlOLKsQadzIldmqGjamJqaIp1OU19fj8eztNyv1Wo5cOAA0889jTkZJWgwoatIOO12hBefoXjoGHkWvkMulyMcDpPJZJicnMRZvwdD5SIur4d0MoZNLmKToOSysre9jd3Hjr3y/bVagg4PZbOdG264gdL4OJZIjNLFfiptrRRSaSrlErLJiuG579MQHyXjOYSQz5JMpZhyLiiDFJ8Tk8mEJEmcOXNmwRyw9zB1BhMWgxFLQwOVaByxLNF/7ix6vR6dXoemWCYWmSNSWWi7GQwGOjs7aWxspFgsMjIyQldXFzZPAJOvkVQqhUarw263UywW8fv9oNej10CnT0dHxw1ko2EyyTjDdfsoPDXObq+WQV8BR30D0XSaw1MW9jd7wAAPXHiAolikwdJAMpnEprNxsXiRi8mL7PXuvey+iMViDD3/PIXTLyD5HGTyFSL5BBZZw42nDYTfJPDLjW/nYnGWpJRlj7Udl8lFTsrz2OwpPtT7LgqUuBCfZCQ1yTHHfgbzF/nPMy9RmdRwX+gxGv2N6KN6bFobKSHF+Ow4NtGGIAiYzWa6urqYTE4SL8TxmK/cKkqn06rcXCHDm0kGVtpG2iEtK8NqEp5/9rOf8b3vfY+HH36YQqFAKpXi3nvvVZVpOp2O6elp1WPq1YQd0rLBWAmxUCTD+/btu2wBvNZnb0SlZX5+nrGxMY4ePbrqaferfe5KoBAWJSl7JZLm0dFR8rkMezo9CBo7oihhNpswGAQEdFhtDmx2J263m9OnTzM/P08kEsHhcKDT6RZeJuYKICC9vJvU6bQggCzliIUGkaQCoihelnSsQBAEWvUCWY+X8dEx4okEdrud1joPUr6I1NKOzmymaFiYFYnH43R3dyO2N2N55iVyk1O0kANkZEsdjnyc1rnnEcS3gW6hqiOK4kJL6eUFIhwO09jYSHt8CGHwpyTtjSRiUSKDL2CaOU99XQCLyUhUFkh7GzjQe4ScoMVisXDjjTcCMDAwgCzLJJNJXLIGQaejUC4Rm51DDkZx6Awko1GSuSyCIFDvrcNntmF0mOnt7VWTctPpNKOjo6TTaQqFAkePHlUJoslkwm6343K5FtoQWi3STe8BRx2ai/1YmnZT6LyOQijN0OlBWoG33nwct6eZWHgKIZhlojzOnj17GI4O4zV7SeQSlEolDAYDRoOR6dT0ZaQlFAoxPj5Ol8/H83IZi8VGOhmkWCpicjjxFgTuqruV61y9jBZmKIkaYhkRraZEqJSmt3MPLpuTsfwMMjIVWeR0+gJWvYHndH2IHSIToYvsOqunPlzhcMtr8dTdiNVmxW/0q54y4UiYSC7C1PgUmgYNTqdz2fs6lUoxMzNDQ0MDhw4d2jItF7hyG6lUKpHL5dTverU20kZgKzvO5nK5FUcsfOYzn+Ezn/kMAI899hif//zn+eY3v8kdd9zBfffdx9133803vvEN3v3ud9fylDcFO6RlnRAEYVUPwrXaQ6uRDC/32WsZ8l3J5yo7qbGxMWKx2DXna1aC1aqHFg/croSwKJJmrVbLgYPXIZUvIFemcDoMQAVkEAz7AJiYmGBycgKrOcuNxy287obD2Jx70BksjI2Nkcul2dWaxGS201BfjyQXoDIBCEil8zT7RSplCzqdTnWIvQx6AzazGX8gQOrlxVuORvBLFYw60AgaCjodj6SKSEYTTqeTElq0H/o4hi9/ilxES1qEQqzA8Vuux5GeoTI2gFzfAWY7+cIrczGTkwttHo/Hg7X1JvTf/SKOaJjJoSGMQJPXSb9/L/2SgWKxSEcswU0uFyaTSf27FgoFBgYGkCSJ7u5uzIUSlVKZJ4eeJugS6Qy42F8yYHc7SGQyNLU00dTcSNpj4kBDM1pxIQpB2f1pNBr8fj8dHR0YjUYqlYo6k6TVLmTwVCqVhdaayYp03TuQrnsHAE7AK559pVI5n8HvlNnVup8Xwy8yFZ7jxbYcfUfqyRYzdNjsaOIxNBoNBr0Br2VpvIUywHrkyBGKoRBek5sYYdwuN9lsFofRTF4sccB/hMPN19Ee7yYcj6LX68llc3TYO3ghfQGT0YRW1GIwGChVSuhkHXpBB1rQ5TXseSHMroQdXZ2V3PQZ3I/queGN3UzYMjTZm5BkiZn0DL+w6xdo8DYwMzPD2bNncTgc1NXV4fV61cBMxfH62OLq2haFsiEZGhqivb0di8VSNTXSqxXVSHj+y7/8S+6++27++3//7xw5coQPfehDVTq7rYMd0rLBuBJpUSoC8Xh8zaGCtay0iKLImTNnEARhVQqhq0FRD60Eqw09VCTNXq+X1tbWhZejvhtZ40YqT4IgoNG3USpbOTfYTyqVos4Vp7Ee8gUL5VIRj30Go81DfX0PkiSRiF2kkB+kVC5gtxQpa/UEwwLRWAaXy0ZHS4lsafldMoDc0oEwNU57YwM+n4/Z4XM4CxlGM3kc6SyCRkNqZooWXz0JfwCHw0FTUxN1dXWUR3/I5Mg0p4eG0WsNJMhQjucx/OunwOVHNpiRDr0FsCHLMnNzcwB0dHQgm82Ih94AP/h/tMkpjHYXtiNvQWvfj3NymlOnTpHNZnnsscfQ6/WqnD6ajKNvdtPoMnPEU48mkyNRTFNqsWCTJASLBU3GgLDHy4nmFqKWEuPWEmKLl/NCEEuwiC6Ux6DV0e5vor6+HrfbjcViQaNZMFnzeDyqo60oiiSTSQRBuEwhl0qliEQidHd3Y7fbSafTDA8P09jYSENjA3+reZHx8hR7HJ2cmenH5quncZ+L6Og56rzNHKg7oH7W5OQkkUhEHWDVNTZy4LVvI/aDfyamL2KQKuTnQ+jedhO+wz183xajK5VFowGdLOCxO8jrNHzgzb9N7sJ5BI2eYDlMRp+hRRfgx8EX0cpafFEJT6zMrDZHq8VH3CwiG7S8btSJ8y2dnAqeQitoeV3L63jv3vdi1pvx+/3IskwqlVIVTXq9nmKxSD6fp729/TLjvq2IcrlMX18fra2tBF4O06yWGunVirWSlptvvpmbb74ZgM7OTp577rkqn9nWwg5p2WAsR1pEUWRwcBCDwbAuQlArG39RFInFYnR0dKxaIXQ1rJRkrTb0UElpbm9vV1+YCyghl8dAzoAMueQ841MaUikLFouW9hYDBpOXRHIaSdKh0zmQy6PIukY0Gi2eum5kuRWpPEcpP0AyWWF2ph+7zYBWkNAKVryeqxjauTxIR29Ac/Y0VrFMR1Mj0fk5YuksE4ODaLVadnW002DQIRw5og6znj17Fouow2KsEOhqpFQq0WAzIk/0E28/jNVVj16sYHnsm1j3v4OwaaEl4/f7yZw9y/nHH0U6/VPM+QgOKzhsFizH38Iv7LmOxx57TDW6euaZZ9i3bx+dnZ1Ml+I8ZZil/kgX7WUTF3IRGkUdZSq8puRjSI4jRtL8WBuj4NWjl7WcdmSY1pe5mRYymSijvhJ6cwWX2YDTrqdd8kG2RDAYRBAEKpUKbrdbrSRMT09TLBbVCpzebGREiFOQy6RHJ5BlmebmZjo7O9XYhdnZWfJOLRdbs7jjApn5Gf5Edz1mg5aUrcSe9l46ug6h1+jVSmE6nV4ywCoIAoc//FG8u/cy+OhDnJ0cId/TQvJX3sD/dD5NLB3E7RB4g66BN0ab8OnMNO/vxuF0YhH2cfi8kUQpzkxxmrRRIpkRcDqcBOaLaIUcBoMRURKRShJml4fybIiPHv1TCpWFpGeDdqn0WBAEnE4nTqeTzs5O+vv7KZVKFItFJiYm1HgEu92+JSsu5XKZU6dO0d7evjCjtAjVUCOtFVvJ5G45ZLPZK1dpd6Bih7SsE6ttD126UBeLRfr6+mhoaLhMdrta1KLSksvlOH36NEajkY6Ojqp+9krOd7Whh+l0Wp0HutSATyqPIcsZZKzE43Gy2Sxuexmt3s+urhYEcRDp5eNptRq0eiOylAG5DMLCS1YQjGj0jejLF/A4Y+QbXORyRTRCEZ2mwvTUOLm8VjW0uwz1TUiBBqhU0EZC+F58mmQ4SjQao6mxkQafD5PDTkouMXRmgEg0AYB51400zQzT7bbi9LZhnBykbLQxlpWIPPYYvjofHgqUnn+EkYbrCAQC6M6e5cLjj2MpxBDnRknkRbydAfzXdaL9z68hNXZy4sQJSqUSqVQKUz5Lb0sThWyMR1MzVNJFWnV6zDYXp0vj9E/MIDVaOSr7yOay/FvqDLNOmUxZj0Enk4vlMUSK7N3nJ+YpI2vAYDTS7qwnK4j8s36I39Qdw2azMTc3h8PhUN1AI5EIJpOJSqVCPp9nPDHPd/dGiOmKZDMZci1ZToZaeW17O4AaFTA0NMRUMU46mSI2GuU2oZ2STaJgMFDRGHELTVhyIuViifMT41QqFXp6ehYqO7LEOTnMFEkq+TSFxizl226g/EyAmFXmedsU6ekZ5KzERDbDP7hjPOwc5Hu7/n84Xh4+13tc0NlC7FyOR5JDTOnmafY101BsIOq8wH69lZLVRLqU5qbWmygnUzhefo5Muqs7NouiyOnTp9XcGkEQCAQC2Gw2JicnSafTOJ1OfD4fHo9n3X5H1UCpVFIzxxYbJV4JtTS1uxRbfSA4n89veE7bdsQOadlgLK6GpNNpBgYG2LNnD3V1dVX57GqSFsWBd+/evarHRDVxNdKyFoVQNBrlwoUL9PT0LEsY5EoQGQvB4DylUhlB0OBw2GlorUfQOhDzIAhQV+d9OSa+jCDoVS8WBYJgQBYMCEIFo9FMRQSdVkO5oiXgN4BWz/nz5ykWi3i9Xvx+/9KgNEEDegOyL0BOFnBpBa4/fpxKIU8qMUOk1Q2RH+IwC+C2Y7TswWjsZEaS6T77BNZCGsHqR2eVMIkaBFHEW8rhLGXo0IikHXGSGQsTP/whWrcbzfgoJRkKYpHJwVFGupvpdhkQRgexHbmFAwcOoB0+y16LBV99IyEphV2USBSKyLoSGW0WMVUgZhexJfIMe5KM6DOkWu2YNRI5oYw2mqOgK5JMxXk0NMjr/dcRE/PoSiKZqTAXifGEfopfkAJk40mCwSC7d+9Gr9cjCILqSux2u5mdneUr5adJhq10WwPkp9NYjBp+1Bnj9YkgFlG3pL0w/8IwietixKx5Wmx+ZgwlRG0FvawhnUkTy1d4abCPcClPU1MTTz/9NCWpwgNN81xwZUiWEswUZtCLOYSnnyaanUPj66YQ3YU5XkLOyAiygKtsIx8wMVuapYFXPFW8fh/JTJo3SG+mP9tPSAxxU+tNUHcjuclHsJ2bp8nVhi8ig6VA17t+8Zr3siiK9Pf346+ro9XlJTg6Tr3GgMfmoC4QIBAIqMnC4XCYixcvqo7KdXV1K3JTrTaULKqurq41vc+qbWp3KbYDaVnvTMvPA3ZIywZDWbhCoRAjIyP09vZWrUddTcnz3Nwc4+PjHD16FIPBsKH+L2shLDMzMy87gx69ol2+IOgBCYvFiixnqaurQ68rADoEwYig74DyRSzml3escgHBcBBBuPxFJ2icyEIKrTaLQa8lk9MBBoRSBI3eQ88BO5Iok85kmZkeYyiVx+l04vf78Xg8CILA+NQ0GX8zB5uaEWcmmc5nSHdBNpvCKNoIBAL4fRo0Bi2nBuZwFcqYu65H9NcjRCbQPvMt2jUGfP46nAYthVKKiKuVPXYLWoPAixYLJa2WUkVEYsF9M18SScWSpLUmpofPU5GdNJhNvGHXflL5PKVEEnegjl7BzDmLRKxYpFWjoyKI2Cw2OsJGbPZ6cm117NVHGSPO8XMgpLP86HAWuzvAqcw8ocogr9W1o82WeCh0llljFmedh1gqxti5C8iyTKFQUMMNrVYrJpNpodoiSJx357CfSWKzW3iPrwed3chAJcJPpvrpSi6okebm5igUCmSiCRqfSzHzPi+hYBFzRUNOltAWREaNaZjLkEinMLscxF5Ozh515TljjeOOwpnYGfQaPUFbCanZgHC+hFyMIgkdVHQVBJOARbagc1ox54uIhsufsfb2dpLJJCc0J/B6vRw4sDBDM9h4JzMPPIwwM0tdcxMH3/QWrFoT5XIF9Mu/fiuVCn19fTQ2NNCqMSJEEmhKZbxaPXW5MhRLyEbDZcnC2WyWcDjM6dOn1ViKuro6bDZbzdsiSsV4165dS4JA14patJG2OmlZjeT55xk7pGWDobifTkxMcPz48aqGWVWDtCgDwYlEQlUIKSSi2lhOPbRawqKcbyaTWQjku0qJXNC1IpfOYbdbsNtsCEJxgaxoF2TlGl0baJxIYhjQoNHVI2iWJ5SCtg65EiaZcRCJlPD53NR5TczM63EYThMLG3C56nBYyzg7LWA4SjK5sKhcuHABURQxmUy0dnRyen6ehLMea70Tt30WXRaMRjOyDILWTi59nkLWhLeQxdzWzuz8POWSgN2zG/Po85iBksnEhKGeoMZFa0sbtkqZ81YrcVFEaOzCn55DZ3MTi8ZpcJvR2+zk/B2UMhnkRAaNLGEuZpEujqCzW3B7rHTY68nVGQhmsjTYnLiTGloOtSEa9ejEPHsrPhKzIS6eOYvV5qJJ6ObH7XNoS07OmhMkCsO0Gy1Yd/s47OhmT96JvWBGCljJerWIfjOFEpSKGfrkWeyShfJMFoQyGquBk+3H8GgtXHRkMZkqdGsDjDXPkjl/EWdeq+5Km5qa0O/qpCIXeTo7zZ3ZFrKFImaHjYqhxKRDYMpnpD2twyzr0Gg0zDiTkCtxcXKKrCYLehCRkBr8mM+PUwlFIJmGOj+afBGjwUNFD40jafbcfLnhl0ajYd++fbz00ktEo1FmZmZoampif2cXjW98M5loHJNWh0FvQpPOoQvHqTRe3j5R5kHq6+txGU2UwknyYploMoFep6dep0OOpag0XF7JsFqtWK1W2tvbKZVKRKNRxsbGFtqgbjc+nw+32131hVvxlNq9e/eqLBpWg2q0kbY6admptKwMO6RlnVjNDkaRACqyxWo/QOttD0mSxODgIDqdjiNHjiwZVKwFLlUPrVYhpFxPvV6vzilc9Xi6JgRkKI+DUEDQetDouxEEnXo+aN1otZf7rFwKja6eSnEKm2UWwavFapGwO5poN2lJxTOkMxKlcgK/z49QCKOZ+QleTSPOtt2cfjmnJxgM8tJLL6HRaKirq6O1p5Emv5ZCSUckEl0YPpYhk0kBxoWKnCCwwGYEkk29JGU7hkqOor+FqZkQGo0Gp9uNkE5iv/F65r7zXYwmF6JLRzk8ze7dPgxON4VbP8KJgyeIx+NYRiYwpGIUgGI6Q+X5FzF2tTMfKPBdZ5w5TZIj8wLvsR0mb9CSSCVJx+Pk83nsdjsajYZCvgA/HmNfJIihzs5vXn8d3/VPETcVeJOpg27ZR2PJQNErsr+5lylNioRcpsHiZFKKY9SaiRYzfNH2DCF3gU6dB6fTx4SUQFMUKIsiSW2Bw6YW/ungBDf9tIxdv+Dt4na7adrn4SXtIFlNlq9FTvEO715KZpEfeROEm0Qkkw57ucg7TzuRghmKxTjxlhR6QY9ep0cySujNJkqxhXgCWRSxPtGP8eBesj472lSUjrkKH2y+C6dxeTNFk8nE7t27GRoaYnR0dMF7RgSfzYmYyhJNJsiXy7Q1N6MNxZiTSxTLZXXINpfLcebMGXw+34JhmEZPo9ZIopAjm3l5SFOnRSiWrnl/GgwGGhoaaGhoQJIk4vE44XCY8+fPY7Va1TbSWlSKi6EQlj179izrT1QLrLWNpHg7bVXskJaVYYe0bBBKpRL9/f3U1dVhMplq8vCsh7Qo5+fz+Whra9uQKfvF7aHVEpZyuczAwAB1dXW0tbWt6HiCIKDVtyDrmgF52bbPiiFlkKUcoljBoAejUYfGsAuzMIrOEyAUTizIVM+9iK0SRYjk0Z4PM5OtEO99N1qnF7vdzsGDB/F6vej1ehLJMEZtDIPBjsflwCKXKcQnSSRN2JwujG4bzEzS2LiQzltIJoiKLWj1RtrqvDR17aVYLCIU8uQ1OvIdXdS/730ESiWMRiP+noOU9FrOTs1iF434NJoFH5BwBE3Ciu3lnaiAgCkY49CZaYq9+5g7n6HRUYetzUuhXFbDJC0WCy6Xi4MHDzI0NMSFCxfI5/P4yhIjP3mR/cjU7Wqmo1EmNDvIeCFH4oSXE6YutNkyI5U4/9fxEmmhSONcBbQCJxo7CZKlIaHD5tAjmrRIYhkxkUUqlTDXOdF3uHmd+yhTAxdIJBKEQiGS3x9DfH2ZjA38B1t42J5nsD7GnogZzUSK+vp6osYCz7fouClpoi2oZWSvG2NPE34aOJU4Q0kqoxubQNbKNNga0MgaGqYqWC+WeIf/zbS6WmkwXj0fqK6ujqamJmZmZjh37hzHu3ZjlmRcXi+RRJxcPkc4EsFisTCbCpN9OQyoVCoxMjJCc3MzDodjwWHYYMKIHqdej8VsWZhTEUVk0+qqs5qX/85e78KsViaTIRwO09fXhyAIS5LQV4N8Pk9/fz979+5dNnV+I7CaNtJWr7Rks9kd0rIC7JCWDUAmk2FgYIBdu3bh9/uZm5urifxure0hJUNIOb+NgnK+1ZM0rwwL133t116WJaTSGZA1hKMyoijg9jqRS2eRNT50uiT1gQCpuQns6XnkOjeFOZHRUApPJUPzTB+RurfT1NREY2PjIpO+TsqFFoqhJ9CMn6MsVijPxTFfLNLwvv+O7G+AchkhNA8CVGSZqYYO6nx11Mfm0ZYKGAWQEBgyOUAQ2H3jjbS0vJJuLEkS+mCUdDpNOp3GbrcjmgxojCb0BhOWbAZJEEhlUySLeSKnx3jX29+uqhokScLj8ZBMJlXHYLfbTSaTQafTYTAYqKurIx6Pk0gk2F3XQjaeJjg/T4EKFclBsJjkyenT/DA6SOSYkw7Bw3s9hzBbLXRYfJgFA3lTEY2gJSYXKUl5xFSROpudvAkkQcPU6AR6vR6fz4dWqyVQqeCbLfNtwzCTnhRWu4cu3Ggmg0xOThEKhdjXc4DzliQ34edI+z6OVZwM+UTOaaKYSwIv/Oc/UUqJaE0uNDoNVr2VemM9RzhCJVyhbFqoilwLHR0dpFIp5EyO9MQMFrTYtToafH6yuRzIMrFchoxUpHFXJ1qtlgsXLvDOd7wDfyCAwWBYuEdlGd18FHe+iKwVFsIOZRDdjjXfu4IgYLfbsdvtdHZ2UiwWiUQiXLhwgUKhgMfjwefz4XQ6r/osKoRl3759a47xqAWu1kYqFArAQsVlK3rC5PP5nZmWFWCHtNQYkUiE4eFhenp6VA2+UmGotkRxLZJnRSF06NAhHI61vwzXAo1GQ6lUUlOa1ytp3jDIOWS5iISBUqmETqfFaHIgy3k0Wi+yFESjyeM2iMh2I/l4jpFnBnFa7Ah6Gy35IJ0nTiz799cLbsw/fAbZZSORKZMYT2HORUnf/xVmb/4VfK278O49iFaG2fl5CnPzGHwBpJ7DkIiBAMPBCOlwGLvdfllulUajIRAIqIGQdrsdub6eyvlBNEYrWreDSiFLfmaOp+cjOA+3Mzc3R11dHTrdwjyIMjuhXg5Zpru7G6/XS1dX1xJjuGAwSCaToVQqkUgmKJlsaPU6sOhxZm3EyvBu+360WQ0tBg85uUxSLuAXLeSkMrs1XsKWLGKbjYi2wBe1T9IW1COmTOQKRVXq293dTbFYJPT9UfYfOkLR7eJz0cfIRONIkrTQJjFq8BbNuN1uOjs7aWpq4nUSlItlXpxwMF0X4GnxaUrmEr27eznWcIxd9l089MBDDM0P8fjw41gTVmYcM7yp403YDct7amg0Gg507SI7tJBSnbNYsSAQcHvIu11EMmnEXI4mix3NfBRZknhr+24Mog4pk0d06UErgCBQCXjRZHJo8gVknRbRbgXD+lo6i2E0GmlqaqKpqUn1Y5qbm+PcuXPY7XZ8Pp/qyqsgl8vR39/PgQMHNvydsRosbiNls1nGxxeiHraqqd1Oe2hl2CEt68TVFtrJyUnm5uY4fvz4EgmiInuuBWlZjWfM7OwsExMTHDt27DIH0lpDGZybn59Xd8zX6q9HIhFVcbW5D/fC300UyxgMerRa7cLfUgZBY0EwXYdUmUcgi3wuRHK+RJ3Lg8ftwaapIDjqqFzhby/MXUSTL1A2u8mEwpjMZgLtRzGmw4T9dYQTSUZHRzGZTEQiETQazcK10GrB6yMajRIMh9FoNOzZs2fZ+7O+vp7p6WnC4TCdnZ3oTGak4zfAwIuQSkC5zLjegu+6G4nF4ySTSc6cOcOhQ4cue7mXy2WmpqYwGAy0t7cvuY8uXrxINBqltbWVAwcOLGTPWKwMGeNM1cvYvQ20a0t0yC6wiugFDSmhjCZbpiQXCWkzlASB/6t9kbCxwEVi6ESBpFnPHqHEaz27sNls7N27l0qlwhNPPLFARuobmD4/j8lWodLh4bBpF+lKgbF0iDefseHt8C6R5F64cIFSqcSuhl20eFooFosc7T6qqvocnQ6eDD6JKIrYoja+e/a7DIQG+OPX/PFlxnAKzMUKWqeTYDxGMJ+hyelBXxEx6Y1YZQm9Vks8k8Gu1eG12akUixisFjTJLJRFxIBnYX5JIyA5rEiO2u/AtdoFfyGfz6e68kYiESYmJtDpdNTV1WG1Wjl//jwHDx7cNkZo+XyegYGBJSRrI03tVopcLrct3I43GzukpQaQJInh4WFKpRLHjx+/jJxU209ltZBlmYsXL5JMJquSIbSW40uShNvtZv/+/YTDYU6dOoVOp1NfmpeSqJVImjcKgsaMoK1DK8zgcrkWCKmUQdD5EDQL563VtxEUJHQT99Fss6AJNCEU85BOUHnT+6/84VotICNWRLQ6LQa9AaNeDxotLrcHly9Ad3c32WyW0dFRIpEIQjyObmwMbaFAxuXCsHcvnXv3XpHYWSwWGhsbEQSBdDq9MEDp8SG94a1Ep6cZnZrm0Jt6OXPmDEaTiVgsRrlc5umnn6bd70NKJTE3NFEWBMbGxkilUrS2tqrHU+6v2dlZBEHAaDRSKBTQ6XS4ZDO9WjMlBxSo0JW20lCykRAK2EUDUrZEChlJD/FiBltOz0uOGXSJCrpUDr1eTzJg4/ljcFeyiY6ODpLJJMPDw9TX1y8Y042PMzY2xluMFoLXuxg3FPFh5+7sPt5y4yG1Wqe0JhOJhEp+xsfHCYVCpFIpdQF5KvYUPqePglhAkAV0GR3jmnHORM5wJHBk+XukImGymLFXFiIHkmIJj82OZDLg0GuZyGXJFgs0++opAdpckVAlQl2dB22ugFgRryiJ3ggsduXt6uoin88zMzPDyMgIJpOJYDCIJElL/Ye2IPL5PH19fZdVhTbS1G6lUAI+d3B17JCWKqNcLtPf34/b7Wbv3r3LPtDV9FNZLRSFkF6v5+jRo6t64VRjDmexpFmj0Szpr+fzecLhMIODg6rPhM/nY35+nmw2e01J80ZCY9hHOVvCoE9g0GsR9E1o9F3qvy/k28Tp/Y3PIDz3AML4ILLDi/j630Lu7L3i58oNu5BtboyFFI0NDUhiBaLTSD23qGnOAHq9nrq6OpzFIpUf/ICsKBJJJMhFozi6uuj5q7+66t+rqamJWCxGpVwGSQKNhrHxCcbGxujq6lIXpfHxcdLpNLIkcVArUdKC1WbFLMhIJgvlcgmdToff71fdoS9cuMD8/LwqA3a73fT19ZFKpejp6SGAi1ul7oUTebmAUM/CvREwOkkkE8zNhenM63jCPoPgBClTJJ/NUdHrCQgeogENXXVdhMNhRkdH6e7u5mc/+xlzc3Nq6GOr3UXvnBtNcKEl1t3djUajwePx0NbWRiqV4rHHHiMWi+H3+5mYmHjZVHCByCgDz5FiBKvOisllIp/PUyqVSMfSTIYn6XR1Es/H8Vv9WPSvkETJakKXL+B2OTEYDNisFoRiBdlsRExnkJDxvCw/NhgNVIolyqUCoiShQUAQJeTqdYHWDVEUCYfDnDhxApPJpEY/pNNpHA6H2kbaKs8nvDJ3s3///qu2sVaiRlJ+ptYEZiu0qbY6dkjLOrF4UVAGWjs7O69qx1yrjKBrQbHYDgQCK1bcKKjGHM61FEJms5nW1lZaW1splUqEQiFeeuklJEmiqamJTCazZXZ2gqCnLLUzOp3F6/Xia1rw7lAW7WKxqObbiO/4CCv+a+v0VN79u2gf+Rqa8NSCLHz/TYg33b7kx/LBaYzpCMmnnsLpcKA3mcjrdFg8Hky5HBd+9jOkl305lvPn0Gg0SDMjaOMzFJxu4qkUT43M0bT/MBMTE+rP2e12CoUCASS6pTw5nRGd0YyjkMNhd7CnqRFTnR+Xy4Usy4yMjKiEZf/+/apvRyAQwOv1XnUnKQgCOp0OvU6PzWDC4vJwi7UOl7mRH3vO8Uihb+H3jToatA7mZ+aZmpri6NGjvPTSS0xOTlKpVDCbzWratlarpaurSyUgCpRqkMvloru7mz179hCLxZiammJoaAiHw6EqbvZ69/Jk/Em8Ji+NjY1kMhniyTiPnnmU7458F5PJhFbQcsfeO3hD2xsAkGwWxFwBTa6ATW+AUgXRbiFSLqBJJGlraSGbzWGoSOi1OvQaHR6zDr1modImV3FuZb1QKlOLnaYDL7vyyrKsuvKOjo5iNBpVOfVGt5wXY62DwldTIylVGOXfq0kwVtPW/3nHDmmpEpSB1oMHD17zIdkM0pLNZunv71+zQkhpaa2VtKxWISQIAsFgkPb2dhobG4lGo0xOTpLJZHC73fj9CwvlZu5MFnZiAhrNKy+4M2fOYDKZOHjw4JrJlextpHL3f4NMHHQGMC/qcxdzaH/0dayDT9OdzpAaGMVw4o3MxeMAeOvqIBaj2e2m4frrl/hz2Gw2mpqaFgaY58dwxSbIyRriyRQWk4G3xE4xa70Rs8OF2WzGbDZz+PBhhoeHcY9fwFHKo9dokWWZ2QvncWUy2Lv3YnE6VZO/ubk5tFot+/fvX+LboVyLlfiCJBIJ9Hr9Qh6SpMdqN3K3+zgJQ5nB0jyUJd4SDzAzM0Nvby+jo6MMDQ2RTCbxer0Ui0Wam5uxWq1XHNhWsnuMRqNagVEcZAuFgroQj4+P01nq5NHio0SECAbBQMFcoFFoZCQ5QqASwG1xozPp+OaZb9LmbKPd1Q4aATHgQSqWESoVZL2OUDLB6NgYxzu70aXyOK1WqIiQKyAY9Ji1ehAlKgE3aDafmMNCuvaZM2euOEcmCAIul0slf7lcjnA4zJkzZxBFUa2WboQrr4JqKps2so201QMdtwp2SEsVMDMzw+Tk5IoHWmtNWi69+WOxGGfPnl2XQmg9YYyrDT1UBuc6OjpUghVYlLcSj8cJBoMMDw9jt9vx+/2bUppWrodGo6FSqai+MesNvgQWhjDtl7uLap+8D83FPnK2OgqYcdVFKfT9FP/1byWdL2CzWslEo1jr6y/z50in0ySTSURRxDJxFsw2pHwRg8OFUyNisBsJeE3InUsdX/fv38/szDgamxVfYxP5eIzs/ByVuRmcHi+0d3Hu3DnC4TBarfYy4i7LMjMzM+Tz+RURZrvdrqrKLCUDB3NuZix53qXfy1w0RNNIgS6TngMHDnD27FlisRixWIxSqUS5XKa+vp76+nr279+/bAZPKpVicnISgD179lw20+V0OimXy3i9Xg4ePEgqlSIRSXAmfgZXyUVPYw8vpl5EQkIoCkQikQWvHY2el+ZfWiAtL/8NZZMBGQPBYJCJiYmFFqdOR8VmQZPOA1Cpr1swPURAMhtenmvafCSTSc6ePbuqwXeLxUJbWxttbW2Uy2UikYjqyutyudRwx1ptNmopxd5KbaSfZ+yQlnUimUwSCoVWNdBaizRmBcpcgUIOZmdnV0WoroS1zOGsJUNI2dnt379/2ZfOpQtxKpUiFAqpihq/378iJVI1IMsiOm2FSqXESy+9RFtb25p8Y1YMsYLm7NPgbaIcjgCw6zWHOf3g45TGRzB560lPTBA4cQJnV9eSXxUEAYfD8QppDdeTzecxWWSkcplI30/xVSpQzF12WKvVSv31r8GciEGxgLXOj729CyGbRmjtYGRkhHA4jE6n48CBA5f93fL5PLFYDFEUSSaT1yQuRqORYrGoEg5vWkunuRW/xszfp0rM6kW+sXeGZ6ZD3JC0L5CKRIJKpYLf72ffvn1q9UTBcHSYH1z8AeFsGFvWRq+llz3te5atwrhcLiKRCMlkkoaGBhwOB52NnbTXt3PixAkSiQSPTT1GLp/DjJlyubzw3EkymmUMC2dnZ9UhcuUdIZtNiOZXnset1hxIJBKcO3eO3t5ezGbzmj5Dr9cvceVNJBKEw2FGRkYwm81qG6law6cb6R1T7TaSIr/ewbWxQ1rWCZfLxeHDh1dV1qtlpUX5bEEQGBkZIZ1Oc/z48XUrhFZLtNZCWFYraV6scOju7ladPk+dOqXKN/1+f01661J5BotugCZ/lEJxkt27bsTlqSFhufT48sLfwhPw8pq3HGYqcB15nZ26Q4eo6+lBuMqLslwuEz8/iMesx2wwIs2NURGLpNNphmfj2LXn8fv9OJ1O9e9mNxkpFfJUCnn0ja0Idgcam4NELo/NZsNms7Fr167LKnkKUamvr6dcLlMsFqlUKle9H00mE+l0Wv0bms1mcpT5XmmIurIBoSiRuzDHzwJGXD4NmWfPk8lkaG1t5bWvfS1NTU1LPm8oPMT/ev5/YdPbKKQLDCYHGbON8YXXfmHZ4yvfIZVKqf/NYDBQKBSQZZn6+nruPHEnX3npK3j1XrLpLHPhOTJkaN3dSrlcVknz9PQ0oVCII0eObJtFKR6PMzw8zOHDh6v27CgD0B6PB1mW1XDH/v5+AJXAWK3WNbVIFMPJvXv3borZ3XrbSDvGcivHDmmpAlb7kNWatFQqFYaGhjAYDBw5cqQqfdLVkJa1EJbp6Wnm5+fXJWlWFs+Ojg4KhcJlvXW/37/ml+JiyGIcqXyOQqHCfDBNW1sTNtM0shhA0LrW9dlXhVaHtO9GNGd+SmN9K6Isoc2n0Xm9dPzKh8Fw7QWmWCzS399PZ+8bMP30n9DEgsjCgj9w5d0f5XDPzcRiMWZmZjh79ixOp5OGhgbc+TyyxUpWo8NqtoAkIiKQDs6j8wXYv3//sgvc+Pg4ZrNZlViXSiWmpqbo6Oi48tfUaslkMthsNvR6PbIs81J8jLOWKDQ6OF8IYjRAu9bEo8I4baEQFouF22+//TLCAvDAyAM4jU4MooFsIUvAFKBsLHMudo4j9ZdLlsvaMj+J/oSzqbPszu7m1t23YtAvkJZisYjZbOZ4w3Fu23Mb37/4fWSbjMPp4P3t78eJUyXNynN++PDhbUNYYrEY58+fryphuRRKsrfyrJZKJSKRCBcvXiSfz6vD4yudWVPyjzYzTmAx1tJGyuVya65o/bxhh7RsAmo909LX10dTU1N1ZitexkpJy2ozhBQVRy6Xq+pu1GQy0dLSQktLC+VymXA4rL4UvV6valW+FgIjVWbJ58tEYwk8Hg8GgxnQIlXm0NaStADia98D+TTa0QG0ggB2F5V3/uaKCEsul2NgYEBN4620fAJhehihmEOq7wCnDy0sMRhLJpPE43EMiAjlMiar9eXkb4lyNkuhUqHtCqqgUCjEzMwMer1eDeDs7+9XgxYXG7xdimKxqM7IBINBRhvSBB1lIiYJcV6gqJU4Z4zjNYh0GwzccsstV7zfg9kgNr2NaCwKgNvtJibFiBfil/1sWSzzpRe+xNn8WSxaC/FMnL/r+zve5HgTzTSrNv6CIPCu7nfxpvY3kSwm8Zq9qtFcZ2cnFy5cIBaLYTAYeOGFF/B6vfj9fux2+5YdtoxGo4yMjHDkyJFlZ4FqBYPBQGNjI42NjYiiuGRmzWazqXLq5Vq+W42wXIqVtpF2codWjh3SsgnQarWUy+Wqf24mkyEej7Nnz54leTPVwEpIy1pSms+cOYPRaOTQoUM1e5nr9folL8VoNMr09DRnz57F5XLh9/svkwRfDYlEjGIhg8/nI53OLMoy2gDDQJMV8V3/BTEVQSiXkF2BFQ1uKrNCS5xMdXrk9oNXnKdYrAwhGUfSaRERQKeDcolcNIxgdSy7mBSLRUZGRgCWOOW2tLSQTqcpFotXdYW22WwEg0GeeuoprrvuOo7X+flrzWm8Bgsai51sPk+hUEE0aTn22utpaWm54v2zv24/p+ZP4ff7yWQyWG1WoqkoLY7Ln5Hh2DCz6Vna3e0LZE02YLfY+Wn0p9ztufuy7CGL3rLEn0WRfZfLZa6//noEQaBSqajqt3Q6vSEDqauFUuk4cuTIphqcabVaVcWlDI+Hw2EmJyfVf/P5fFgsli1PWJbDldpIjz/+uPq87ODq2CEt68RaFtpaVFqi0Sjnzp3D6/XWJA/kWqRltZJmJaXZ7/dXnWBdDVqtFr/fj9/vV4cDQ6GQKglWlEjLzVwost5KSaCz1QmCHZfTxcIYZRaN7srePFWHo27Fw5tKyX9d8QdON5pKBU0sAhoNktlCwVWHWCoxMzODKIp4PB7VRXZ4eJhKpYLb7aah4ZVk5EAggFarpVAokM1mr3ivGgwGZmZm2L17N42NjeSJs1vyMiunyOlEcnoRe1kPbjPn2ySOe65sKf+u7ncxHB1mNjuLVqslkUzwmpbX0OXuuuxnM6UMMrJaaSgWi7g9boaNQZ7xxZjQ6XgHXrxcXsqXZZnh4WFkWWb//v3qu0Gn0y1RvykDqRcuXMBiseD3+6mrq9uQ4fHlEA6HGRsb23TCcikWD493dXVRKBTULLdCoUCpVKKzs3NLBTauBgqBefrpp/nGN77BD37wg80+pW0B4RqmNlttqH1LolgsrurnI5EI0WiUPXv2XPuHV4CZmRmmpqY4fPgwo6OjCzMIizwyqoGRkREcDseyyo9qSJo3G8quLhQKEYlEMBqNqhLJYDAgSRJnz55Fq9Wye/du5MoocmWShQqLjKBrQ6Pv3HKlf0Vq29vbW/WSfygUIhwOY7FYMJvNhMNhMpkM5XJZrShcd911ly2EmUyGSCSCx+PBarVeVm0pFApMTU1hMpnUv0OeMn+o/zGOio6zUyNkbBp6zE0YtTri2TTNTh8f4zWYWX7hT5fS9M33ESvE6PZ0s9e7d1mlz1xmjj974s9otDVSyBUwmUz0OzPMt/mol/0YzEbqnB5+r3KCbvkVSbosywwNDaHX6+nu7l7RfbB4IFVphS2uJGwEQqEQ4+PjHDlyZNNI02pRKBQ4deoUgUCAfD5PKpVSXXk9Hs+Gx5KsB8888wx/+Id/yAMPPHBZuOkOWPYh2iEtVUCpVFqVo2E8Hmdubo79+/ev67hKKTqTyXDo0CF0Oh3Dw8N4vd6rzgusBaOjo1gsliVOv7WQNG8VLF5MYKEyVFdXt2RBkqUCyHnQWBCEjZsBWCmmp6cJBoP09PTUZEGKRCIMDQ3hdDrp7V2IJkin0zz55JNEo1F8Ph/Nzc2XJQVHo1G0Wi3ZbBar1bpktiibzaqDusFgEFmWaW5uRqvV8jMm+Z+px/AbHLxJ340sS9gKGtw6K09bglxHI6+V1l+1e+D8Azww8gAARb3A4JFGXmProRjLYTQaMdW7MMt6Pll5PQKC2ua0WCx0dq6duCpzPOFwmFKppM5e1coFOhgMMjk5yeHDh7cVYenr62PPnj3qxkyxPgiHw0SjUTWAdbkMs62El156if/yX/4L999/P+3t7Zt9OlsRy97024eSvopQjfaQKIqcPn0ak8m0RHJdKw+YS31a1kJYlGHYw4cPb/lJeavVitVqpbGxkVOnTuFwOMhkMjz33HOqEslms6kBiVsJsiwzNjZGOp2uqXJFIZ3pdFq95y5cuIDNZqOrq4vdu3eri8n4+Dh1dXXU19er5m25XI5yuczc3ByNjY0UCgUGBgY4evQoRqMRg8FAsVikVCphMploHBf5pUgjlt5mskIFMZknXQGDy8D1ciNjQoLXsn7Scmv3rRyuP8zF+EWCVhlDfQZvxc4sOURRxImRaSFNhhJWSc/AwAAul2vdC4/RaKS5uZnm5mYqlYoaK5BOp3E6nWoloRp/z/n5hQiEI0eObJvKRLFYvIywwFLrg127dqkZZopyUCF/W2kI+vTp0/zWb/0W3/72t3cIyyqxPe7WVxnWS1pKpRKnTp2ioaHhMsVErZRJi8nQWgjL1NQUwWCQY8eObZtdnaK22bVrl1q5utTl0+PxqJECW+GFqMxVSJJET09PTc9Jr9djtVrJZrOqwVsmk8FkMtHV1XXZYpLL5SiVSoiiiF6vx+FwEIvFMJvNFItF1ZZfaWMZDAYqlQqSJJHJZBbSpHHi0vkY1sYoC2VETQVBp0VCpl12VeV7CYJAi6OFFkcL00KKHws/RaPVYDZb0Ol0lBAxoUMvCvT19+Hz+ao+l6WEUPr9fjXAUSH96zVmm5ubY2ZmZtsRllOnTl1GWJbD4gyzcrm8ZAi62uRvLTh79iy//uu/zr/927/R3d29KeewnbE97tgtDsWFdqVYTzUkk8mostXlWkC1rrSsRdI8MjJCPp/fVgZbShvr0kj7xS6foigSi8WYnZ3l3Llz6gvR6/VuiipEaVOYzWaVNNQadXV1GI1GYrEY8/PzCIKwrDU+LFi8K7MaoihSKBTQaDQUi0Xi8Tgul2tJBc7tduPxeMhms2QyGXK5HHv37sWosTFOkpLdgBkzeY2IHRN7ZW/Vv1+TbKdX8nNKE8TndyIiMSNkuKO4hzN9p2loaLgsjLHaEAQBt9uN2+1GlmVyuRyhUIj+/n4EQVDnYFZiTjY7O8vc3Ny2ehYVwrJ79+5Vz+rp9Xo11kGSJDVT6uLFi5hMJpX8bZTE+8KFC/zar/0a//RP/8S+ffs25JivNuzMtFQB5XJ5VUShVCrR39/Pddddt6rjKAqhnp6eV2Srl2BqagpZlqvq0QILL7tCoUBrayuyLK9oUZYkicHBQcxmM7t27doSlYiVIBqNcuHCBXp6elY8EKnshkOhELFYDKvVqqpCNmI3W/XsoxUin88Tj8fJ5/OYzWZEUVxV1UH5fZ1ORzgcJpVK4XQ68TfX47A5oCIRCoWYm5ujublZVSLlKTNNihQlfFjwYMZGbZQvRSr8RDPO05oZTOi4udSC7sV5Wltar5rmvhEoFotEIhHC4TCFQuGqHkSKO29vb++2Iix9fX10d3erieHVgjK3FolEkGV5CfmrxbtqYmKCu+66i6997WscO3as6p//KsTOIG6tsFrSIooizz//PDfccMOKf2d6eprp6elrGj/NzMxQLper3iedn59ndnaW7u7uFS3k5XKZ/v5+AoHAhkqa14vZ2Vm1TbFW+acsy2QyGVWJpNfrVSVSLXZ0CglevKhvFERRZGhoiHw+T3t7O3V1dSuuMs3MzKiDwgqxy0klvlF6iSflcUr5InVzIjdO2Lm+8xB79+6t5VdZEUqlEn19fXR0dODz+Tb7dJZA8SBSyJ+iqPF6vczOzhKJROjp6dkhLMtAceWNRCJks1nVlXc1/k1Xw8zMDHfccQdf+cpXVvXe/znHDmmpFVZLWmRZ5umnn+Y1r3nNin72woULZLPZFb1w5ufnyWazdHVd7kGxVoiiSKVSYW5ujnA4TKVSuaotvhJc1tXVteVe7FeCLMuMj4+TSCSq/mLP5XKqKkSWZTUTqRqyVkU+3tXVVXXF2EqQy+U4d+4clUqFffv2XbECeCnGx8eJx+OXXet/1A7wpGaKJslGaD7IrJjCVtLyW3P7MOpeIX+boQpR8m127dqF11v9VlQ1obgZh8Nh5ubmkGVZfR430u12rdhIwnIplCT5cDhMPB7HarWqbaS1zOPNz8/znve8hy984Qu84Q1vqMEZv2qxox6qFVZbSlzpzysKIbPZvOJQxmrOtCweuNVqtUts8RdnhSgW5Q6Hg1QqxdDQ0JaXNC+GMrwqiiK9vb1Vn0exWCy0tbXR1tZGqVQiFAoxPDxMsVhUyd9alA2ZTIbTp09v6rU2Go04HA7VWPBaUGIb8vn8Zdc6T5mnNTM0y3ZikSiVcplGnYNKp5X6tj005s2X5Un5fL4FFVeNW48KEV/JIOhWgOJmnEgkcDqddHV1EYlEOH369Ia0QtYDpZq1GYQFLk+SV4JY+/r6Vj1DFA6HueOOO/jc5z63Q1iqhB3SskWh7DQaGxtX1V7RarVVIS0KYRFFEY1Gs+TFdukwajQaZWpqing8jiRJ7N69e8U77s2GKIoMDg5is9nYs2dPzV/gBoNhiaw1Go0yMTFBJpPB7XarSqRrEadEIsHZs2c5dOiQ6kK7GdBqtep3udbszmLH2IMHD152rUVkJGSQJCqVMhqNBr/fR1DIU0a6LE/qUhXXakL2VoNsNsvAwMC2IuKAKns/dOgQGo0Gm81Ge3v7ZQGFyrVzOp2bHiugKCN37dq1KYTlUgiCgN1ux26309nZqc4QXbhwgUKhcNVrF4vFuOOOO/iLv/gL3vKWt2zSN3j1Yac9VAVUKpVVy4yfeuqpK7aHMpmMuqtbbcm/GsZ1q1UIwSuS5paWFmKxGIlEQnXQ3Sw1zbWgzN3U19dvuhulJEnEYjFCoRDJZHLJPMKlrSplwent7d0S5lmKKqNQKFBfX7/s/SJJEkNDQxiNxqsOZf8v3bNcFOIEJAvlcpmSEYpIfLZ8C8Yr7LFWc+1WC6WatSSzaRtgdHSUbDbLgQMHrvrsKQq4cDhMMpnEbrdfZga4UVhMWLZ6+w2Wv3bDw8PccsstaLVabr/9dv7oj/6IkydPbvapblfstIe2A5Rsjd7e3jXtoNfbHlqLpPnChQsUi0WOHj2KRqMhEAioPfVgMMjIyAhWq5VAILApL8PloMwnbJUoAY1GsyQoLplMEgqFGB0dxWw2q0qkSCSiDmRvlZwYjUZDPp9fIBml0mUzE0qbcyUGbO+rHOLLuheY1mTQGMGEno9Wjl6RsCjHX3ztUqmUeu0UWasSx7AaKLL3np6eFbUCtgKU9luhUFi2mnUptFrtklTvxWaABoNB/bdaz8FsN8ICl1+7ZDLJ1772NT796U+Ty+V44xvfyNGjRzf7NF912Km0VAHKoOpq8NRTT3HjjTcuealMTU0xOzvL4cOH1/ySyGQy6i58tVht6KEoiqp9+dV8QZS+cDAYJBqNYjAYCAQCazbHWi+U3fO+ffu2fDqskk8TCoXUYMKOjg4CgcCWqLIoiEajZDIZvF7vErJdqVRUFdlKq1kiEhNCkjIS7bLzqoTlWlgcxyAIgrrIXGsIOpFIqPYCG5UDtF4onkilUmlJYONaoQyQRyIRdYboSsP368F2JCxXQi6X48477+TWW2/FZDLxve99j1gsxlvf+lY+9rGPbfn3zRbDjnqoVlgLaXn22Wc5fvw4Wq0WWZY5f/48+XyeQ4cOraukncvlGB4e5siRI6v6vdWGHpZKJQYGBtbUWlEWYSUkbiMVIUri8aFDh7bd7jmfz6sDleFwGFEUVSXSZn8XURQRBGEJ2VWk2C0tLZvuZwIrz/ZR7pHDhw9vKWJ4NSgVT0XFVe3ZLGWGKBwOV3WGSCEsm6V+qyYKhQJ33303733ve/mN3/gN9b+n02keeeQR3vnOd26b+2mLYIe01AprIS3PP/+8avI0MDCA1WpdcTrs1VAsFjl9+jTHjx9f0c+vxZJ/OXv7taJQKKgERpKkqsqBL4WSeNzT07NtXh6SJHHu3Dk0Gs1lg8LKQGUoFFKNxRQV12YrQpT221ZdjJQh6HA4rCZS+/1+RFFkbGxsXdXOjYay6ZFleUOGyZUZonA4TCKRwGazqbNrq2n9Kiqhzs7OLXmPrAalUon3ve99vPWtb+V3fud3Nv35e5Vgh7TUCmshLS+99BJdXV2cPXtWVZNUA+VymVOnTnHixIlr/uxaCEsymWRoaOgye/tqoFQqEQ6HCYVClEqlpcGE63wJTE5OEg6H6e3t3RIzNSuBomxyOBy0t7df9RqIoqjuhNPpdNXNsVYDhdRuF3mwJEkkEgnVO6aurk5tX271e0WWZZXU7t69e8MXS1mWSafTahtppQnLrybCUi6X+eAHP8gNN9zAxz72sR3CUj3skJZaQZIkyuXyqn7nhRdeIJ/Ps3///qr2cSVJ4tlnn+XGG2+86s+thbCEQiHGxsbo6empeUpzpVJRqwjZbFatIixnT341KH3+QqFwTSXFVkK5XGZgYGBVsyAKLjXHUhQhdXV1NXdDVeaFakFqawklRLCnp4disbjEzXgli/BmQJZlzp49i06nq0qVthpQEpaV9qXy3C7eeCgbq1cDYalUKvzGb/wG+/fv5xOf+MSW+Bu8irBDWmqF1ZKWSCRCf38/Bw4cqHqvfyVuu2uRNCuVip6eng1PaVakhaFQiFQqpZbyr1VFUGS2BoNhy7zUV4JisUh/fz9tbW0EAoF1fdZiNU00GsVkMqlKpGoPQSeTSdU7ZrNnbFaDq2XyXLoIKwRms03ZZFlWJeQbFY65WigJy+FwWPUhcrvdjI+P09nZuW3csq8EURT5nd/5HRobG/nUpz61Jf8G2xw7pKVWWA1pmZycZG5uDovFQnNzc03K51fzgFmLpPn8+fOUSqUtUalQSvmhUEitIij99MULjhIg6PV6aWtr28QzXh2U1sru3btrYq61eAh6wbxtYQh6vZUzJWSyt7e35lW4amJycpJoNLqi6IZyuawSGMWUbS3Vv/VCIeNms5nOzs5tsVhKkkQkEuHs2bNoNBo1EX2t1vibDUmS+MM//EOsViuf//znN/29+CrFDmmpFWRZplQqXfNnhoeHKRQKHDp0iJGREbxeb03Ko1ciLYqkeaXVFWWmwmq1bsnd3KVVBMXPxOFwcObMGVpbNz+FdzVIp9MMDg5uWGulUCioM0TrkbSGQiHGx8c5fPjwlvGOWQkUx9iDBw+uetG51FhMMVL0eDw1bcEpyek2m43Ozs6aHafaUFpCHR0d1NXVqdb4kUhkid/JdiC8kiTx3/7bf6NSqfDlL395h7DUDjukpVa4FmmpVCqcPn0am82muoGOjIxgt9vXXf5fDsuRlrVImvv7+2loaNh0t9iVQPEzmZ6eZmZmBpvNRlNTE36/f1sspIrMdrN8QRRJaygUWlUVYXZ2ltnZWXp7e7fNjnmxAdv+/fvXvegsNgOMxWKYzWa1ilDNe0+SJE6fPo3T6ax6instsZiwLNcSUshzOBymXC6rczBryeOqNWRZ5pOf/CSRSIS///u/3zaJ2dsUO6SlVrgaaSkUCvT19dHS0kJTU5P638fGxjAajTQ2Nlb9fBaTls2WNG8kFGXTwYMH0Wq1ahtEEISqtUFqAaVS0dvbuyVktkqeVDgcJpVK4XQ61SrC4gV+cnKSSCSy7CzIVoXS7pQkib1791Z9UVTIs1JF0Gg0VakiSJLEwMAAbrd7W7U7y+UyfX19tLW1rch5ejkpus/nu+ze2wzIssxf/uVfcvHiRf7xH/9x29zz2xg7pKVWuBJpSafTDAwMsG/fvsvmEyYnJ9FoNDWpYiikZS2ERQni225ZK+FwmNHR0WWVTYoaJBwOU6lUtowhG8DMzAxzc3NbtlKhzBCFw2FisRg2mw2fz0c6nSafz6+ptbJZUNQ2Wq12w+TBhUJBrWCVy2U1IXg1VQRJkujv78fr9dLa2lrjM64eVktYLsXiey8ejy+Js9joZ0WWZb74xS/y0ksv8S//8i9b8ll9FWKHtNQSxWJxyf8Oh8NcuHCBnp6eZTOEpqenEUWxJrump59+WvVpWQ1hCQaDjI+Pb4ikuZqYnp5mfn5+RQu/MkypGLIpcxwbXYqWZZnx8XGSyeS6XZA3CsoM0blz58jn8+ocx3ZowUmSpEZObNbwqiLjX6ymuVaqtyiK9Pf34/P5VpX2vtlYL2G5FJdWsFYTyVCNY/9//9//x2OPPcZ999235e/1VxF2SEstsZi0TE5OMj8/f9XBxLm5OfL5fE2G6Z599lm1ZL9SwjIxMUEkEtkUSfNaIcsyo6OjZDIZtSW0GiiGbKFQiEwmo85xuFyumi5qSotCsVzfLpUKSZI4e/Yser2e7u5u8vm8WsECVAKz1QivMgvicDjo6OjY7NMBruyls9hVViEsgUBgSWt5q6PahGU5rDSSYb2QZZmvf/3rPPjgg/zHf/zHlvPqeZVjh7TUEqVSSbVcL5VKHDp06KqLUSgUIplM0t3dXdXzkGWZM2fOkMvlCAQC19wFKwtouVyuylDiRkG51oIgVGU2QbEmV/4uV5rjWC+UHb/JZFKHsrcDFi/8y7nzKovI4jZItdyM1wNRFFXp+1ZtrSiusooKzmAw4PV6CQaDNDU11WTurVaoVCqcOnWK1tbWmogMlsNyM1jKHMx6K5jf/OY3+dd//VceeOCBbROc+SrCDmmpJXK5HP39/TgcjhXJg5WHbO/evVU7h8UKocW74MV+HIt3CoqkWZFPbpcFVBTFJSqKWgxTKl4wyhyH0ktfz0tQWUA9Hs+2GqZUPG9W2qK41M14oypYy51Hf38/9fX126pSkU6n6e/vR6PRLHHk3QozWFfDZhCWS6E8u8oM1nqUXPfddx9f/epXeeihh5Zt8e+g5tghLbWCLMv87Gc/W9WuKJFIMDs7y/79+6ty/KsN3F4aSqi4yQ4PD9PY2LitXuiKFHujdqCLd8GRSER1lPX5fKtqoykl8+bmZhoaGmp4xtXFes9bkiSVoG+kn4ly3lslYXqluPS8lwvF9Pl8G25ody1sBcKyHJQ5GEVFqAxCX4sAPvDAA3zpS1/ioYcewuVybczJ7uBS7JCWWiKbza4qXC2VSjExMcGhQ4fWddzVKoRKpRLT09OMj49jMploaGjYMkqaayGfz9Pf37+pUuzFjrJarVad47iaVFlJPN5u1uXFYlENtavGeS/eBUejUaxWa01cUZUwvvb29prNVNQCCmG50sK/Uin6RmOrEpZLoQSyhsPhqxLAH/7wh3z2s5/l+9///rpdqT/4wQ/y4IMP4vf7GRwcVP/73/zN3/C///f/RqvV8s53vpPPfe5zAHzmM5/hq1/9Klqtli996Uu87W1vW9fxtzl2SEstUS6XkSRpxT+fzWa5cOEChw8fXvMx1ytpNplM6hxCsVjcMnMIyyGVSnHmzBn279+P0+nc7NMBXsmlCYVCyLKsSqkX976z2awqe99OOzaFINYqTkCWZTKZzGXBhNcigNeCQrS6urq2lceQYsC2UqIlSdISQ7taEcBroVKpqJW47VTRWpxnphjFvf3tb8fj8fDZz36Whx9+uCqE94knnsBms/H+979fJS2PPvoon/rUp3jooYcwGo2EQiH8fj9DQ0Pcc889PPfcc8zOzvLmN7+Z8+fPbwtlYY2w7CK0tXPXX8XQarWIorjm319L6KEiaT5y5Ig629LY2EhjY6M6hzA2NkYul1NdKas9jb8WLM612UrDcGazmdbWVlpbWymVSoRCIYaHhymVStTV1WGxWNRU7O3UE1eSmmtJEAVBwG63Y7fb6erqUmewTp8+rRLA1c5xKERrz549Ncn0qhWUytCVHGOXg0ajUQMIFTlwKBTi1KlTqi2+3++vqdpluxIWYEl0gCiKlEol/umf/omf/OQnHDt2jAceeIBbb7113ZWj17/+9YyPjy/5b//n//wf/viP/1gl5wo5uv/++7n77rsxGo10dHSwa9cunnvuOW688cZ1ncOrDTukZZOg1WpXVZlZjLWEHirBcEePHl12J6bT6aivr6e+vl4tQ09NTZFOpzdtkBIWpOFTU1McPXp0S/sjGAwGmpubaW5uplwuMz4+zrlz5zAajczNzW0ZAngtKK7Chw4d2lCiZTabaWtro62tTS3jnz9/Xq0AXkvOqrg479u3b8tU4laCUqnEqVOn2LVrF16vd02fIQgCNptNHahXbPGHhoaoVCrq9atmBXU7E5ZLodVqcTqdXLhwgb6+PvL5PN/73ve46667EEWRhx9+uKpGm+fPn+fJJ5/kT//0TzGZTHz+85/nuuuuY2ZmhhtuuEH9uebmZmZmZqp23FcLdkhLlbDal8FaKy1K6CGwoj62EtQoiiKHDx9e0e8sntVQpMBzc3OcO3cOl8ulDvLWso8uyzITExPE43GOHj26qnmhzUYkEiGRSHDTTTeh1WqXEMCVGIptFpT8o8OHD2+q14rBYKCpqYmmpibV1n1ycvKKhmxKZWi7uTgrraz1EJblYDKZaGlpoaWlRc2UGhsbU5VcPp9vXfffq4mwAJw6dYp7772X7373u6o67mMf+xgf+9jHiEajVb+nKpUKsViMZ555hueff54777yT0dHRqh7j1YztsxK8yiAIwqorLasNPVSkwXa7nT179qxpl6XRaKirq6Ourk611Q6FQpw/f15Vgni93qouwIvN13p7e7fc4n41KHk8R44cUYnWYgIYj8cJBoMMDw9vmJJmJVBiEI4cObIl8o8U6HQ6AoEAgUDgsutnt9ux2WzMzs5uuxackklWq5khBXq9noaGBhoaGtQNyOLrpzy/K73/FMLS1NT0qiAsg4OD/OZv/ib33XffssaD1SSTCpqbm7n99tsRBIETJ06g0WiIRCI0NTUxNTWl/tz09PS2UnZuFHZIyyZhNQRiLQO3tZAGazQaPB4PHo9nSbLtyMhIVb1MFLv1jcqHqQaU5OBcLnfFipZGo8Hr9eL1epdcv4sXL2KxWNTrt9FVpbm5Oaanp6/YOtwquPT6zczMcPHiRfR6PRcvXlRnFLbyd4BXCMtGz94s3oAokQyhUIjR0VFMJpN6/a7UhlUcepuamraVbP9KOHfuHB/60If413/9V3bv3r1hx73tttt49NFHueWWWzh//rw6A/eLv/iL/NIv/RJ/8Ad/wOzsLBcuXFDjWHbwCnZIyxbHWghLNpvl9OnTdHd312SnAAuky+Vy4XK5lniZjI2NqcFmPp9vVQtwuVxmYGAAv9+/rXJWlCA+jUbDoUOHVvQ3uvT6KUqaiYkJDAaDev1qPcczNTVFOBxeUhnaDojH40xPT3PixAlMJpPqx7GRg6hrgTIsvHfv3k1VkwmCgNPpxOl00t3drV6//v5+1c9ksRJOFEX6+vpobGx8VRCW0dFRfvVXf5V/+qd/4sCBAzU7zj333MNjjz1GJBKhubmZT37yk3zwgx/kgx/8IAcPHsRgMPCNb3wDQRA4cOAAd955J/v370en06mS6B0sxY7kuUoQRVGdNVkplDTmK2EthCUej3Pu3LlN7e8rC3A4HF7xAqx4mXR0dGwrbw3FVdhut9PR0VGVylAul1OvnyAIanupmguwEtiYSqWuGTmx1RCJRLh48SKHDx9etpW12ExRFEW1grDZ7SPFNXsryfaXQ7FYVA3tisUiHo+HeDxOS0vLtooUuBImJye56667+L//9/9y3XXXbfbp7ODK2PFpqSWqTVrWImmen59ncnKSnp6eLbPDVBbgUCh0RTM2ZZByu3mZKDbxtawMKUqQUCikLsDrNQOUZZkLFy5QLpe3VWAjLGR2jY+PXzWMdDGWc5TdDCWX4tdz4MABHA7Hhh13vSgWi7z00kuqcGCjBvFrhdnZWd773vfyv//3/+amm27a7NPZwdWxQ1pqibWSlhtvvPGyl+diwrJShdDExASxWIyenp4tW+ZXdsChUAgAn8+H0WhkbGxswyW260WxWKS/v5+2trYNcwG9dAFWSvh2u33FC7DSytJqtdtqZghemb05fPjwmuZWFCl/KBQinU5v2AKsEJbtpm5SWkINDQ00Njaqg/hKro/Vat20Oay1IBgM8p73vIe//uu/5pZbbtns09nBtbFDWmqJtZCWZ599lmPHji154FcraZYkieHhYSRJ2la75mKxyMWLFwkGg5jNZjWRejvFCdRa+XE1KFLgUChEJpNZkZeOJEkMDg5itVq3VUAmwMzMDPPz8/T29lZlgVyshIvH4+ogudfrreoCrFQRtxspv5SwXIrFc1jRaBSdTqe24bZKlXcxIpEIt99+O5/+9Kd561vfutmns4OVYYe01BKSJFEul1f1Oy+88AKHDh1SWyVrkTQPDAzgdDqrNk+xUZicnCQcDtPT0wMsSG6DwaA6SR8IBLBarVvuO6XTaQYHB7dUmf/SUMLlMmmUe8Xr9dLa2rrJZ7w6KMaIPT09NRlMVJQ04XCYSCSC0WisyiC0cq9sR8LS399PIBBYseRWibS4dI5oKzzD8Xic22+/nU984hPceuutm3ouO1gVdkhLLbEW0nLq1Cn27t2LyWRa9cCt0p5obm7eVsNxsiwzMjJCPp/n4MGDl1WGlDiBYDBIPp/H6/USCARW1QKpFeLxOMPDwxw6dGjLVoQurSDY7XY8Hg8zMzMbloxdTYyNjW34sLBiiR+JRBAEQZ0jWo3hnpKV1dPTs2XvleWwFsJyKRRDu1AoRD6fX2Jot9HPcCqV4j3veQ9/8Ad/wHve854NPfYO1o0d0lJLrIW0KMm/FotlVYQlk8kwODi4qe2JtUCSJIaGhtDr9Suap1BmEILBoNoCCQQCl6WybgQUOXdvb++WLH8vB1mWicVinDlzBo1Go5qJbXSo3lqg+N4UCgX279+/aW1PZRA6HA5TLpdXFCqaTCY5e/YsPT09Wyor61qoBmFZ7jNjsZhaBdxIQ8VMJsMdd9zBRz7yEX7pl36ppsfaQU2wQ1pqibWQlsHBQRobG9Uqwmokzdut5FypVNT2RFtb26p/X2mBhEIhUqkULpeLQCCwIXb4MzMzzM3N0dvbu+UX+8VQZm8Uv57Fqco6nU5tgWwlB1x4xRFZFEX27du36RU2BYsrCItDRReTaIWw9Pb2bmoUwmpRC8JyKRRDxXA4TDQaxWw2q8nU1fYjyuVy3HnnnfzKr/wKv/Zrv1bVz97BhmGHtNQSsixTKpVW9fPj4+PMzc2pNuXXeskp4YFbSdK8EiitrNbW1qpYfystkGAwSCKRwOFwEAgElsxwVAOKKiuRSHDo0KFtZfSkGAxeycRMSVUOh8PIsqxK0Td7od0u6ialgqCQaKfTicViYW5ubtOzm1YLhbD4/X6am5s37LjVaMMth2KxyD333MO73/1uPvrRj27Ze2gH18QOaaklVkNaFiuEKpWKKgOuVCr4fD4CgcCSsrJCcJTFczvICxUoi2etWlnK7i0YDBKLxbDZbAQCgVXlqVzpc7erl4kyT7FSiW2xWFS9YJRUYEXJtZEvfKV9aDKZ6Orq2jaLjSRJTE9PMzo6isFgWBJpsdWfVWVA2+fzbShhuRSL70GlDefz+VY9y1YqlXj/+9/PG9/4Ru69995tcw/tYFnskJZaYqWk5WoKoXK5vERFo0zgKyFae/fu3VaLZzKZZGhoaMP8KRbnqSjl50AgsOrFQ1k8jUYju3bt2lYvPmVYeK3zFJcOUW6UGZskSZw+fRqHw7FscN1WhpKOfeTIEQwGw5I2nF6v37JtOEmS6O/v33TCcikulfO73W58Pt81/XQqlQq/9mu/xnXXXcfHP/7xbfXc7mBZ7JCWWqNYLF7x31ZryV8ulwkGg1y8eBFBEGhsbKS+vn5LSAhXgnA4zMWLFzetty/LMtlslmAwSCQSwWAwEAgErhmop+w83W437e3tG3fCVYBib1+tYeFLzdjcbrfqBVNN8ryd5djRaJSRkZErRgosjmQA1BbIZg/oKoSlrq5uS+d8Kcne4XD4qn46oijykY98hN27d/Nnf/Zn635HfvCDH+TBBx/E7/czODi45N/++q//mo997GOEw2E1fPLee+/l4YcfxmKx8PWvf52jR4+u6/g7AHZIS+1xJdKylgwhZQ6kpaUFn8+nlk7z+bzqY3I1BcNmYmZmhtnZWXp7e2se+LdSKP3zcDh8xSHUcrlMX1/ftpQGB4NBJicna3bNlcUjFAqpc0TK4rEeAqNEIQQCgS21218JwuEwY2NjK44UUFog4XCYUqmkVrE2Ws6/XQjLpVgczBqNRnnuuecolUq85z3v4fOf/zx+v5/PfOYzVbmWTzzxBDabjfe///1LSMvU1BQf/vCHOXfuHC+++CJ1dXU8/PDD/M3f/A0PP/wwzz77LPfeey/PPvvsus9hBzukpeYolUpcej3XQliuJmlWSqfBYFBVMGwVHxNZlpf4amzVwVVlCDUUCqmBhE6nk3PnztHZ2YnP59vsU1wVpqenCQaDVXOLvRaUOSJl8VirnbtCEpubm7ddcvBqCculUPyIQqEQ2Wx2iZdJLVvA25WwLIfz58/zL//yL9x///2k02l+53d+h9tuu429e/dW5fPHx8e59dZbl5CW9773vXziE5/g3e9+Ny+88AJ1dXV85CMf4eabb+aee+4BYM+ePTz22GPb7p7eglh2QdvaU2LbHGsJPVT64wcPHlxW0qzT6VS1kVK+n5iYIJPJqARmo8PgYOFleO7cOQRBoLe3d9MJ1NVgNptpa2ujra2NYrHI9PQ0L774ImazmWw2i9Vq3fTy/UqhDGgfPnx4w0iiIAi4XC5cLtcSO/eJiQm1DXctGWupVKKvr4/29vZtleoNqN/1yJEja5bA63Q66uvrqa+vR5IkYrEY8/PzDA8P18zLRJIkBgYGXhWEBWDXrl2USiVuvvlm/uIv/oKHH36YP/mTP2FiYoLf+q3f4sMf/nBVj3f//ffT1NREb2/vkv8+MzOz5Ho2NzczMzOzQ1pqhB3SUiOshbAokuYjR46saGhvcWqyIsGcmpoinU5vqBGbKIpLhii3MmG5FEqI44kTJzAYDITDYYaHh9VBaMVIbKtBMV/L5/P09PRs2oC2IAjY7XbsdjtdXV1qG66/vx+NRqO24RbP2BSLRfr6+ujq6qKurm5TznutUNpwaw1tXA4ajYa6ujp1PkKpYo2MjGCxWKpiCKgQFo/H86ogLLIs86lPfYp4PM5Xv/pVtFotv/qrv8qv/uqvksvlCAaDVT1eLpfj05/+NI888khVP3cHq8cOaakBVht6uFjSfPTo0TWV+LVarao2UnZuMzMznD17Vh2gdLvdVScUpVKJ/v5+Ghsba2ZKVStEo1EuXLiwxFejqamJpqYmVUWjEIO1JCrXCrIsq1WtgwcPbvr5LIbVaqWjo4OOjg6VEJ45cwZJkvD5fDidToaHh7edmzMsbCpmZmY4cuRIzdpwl1axFBJ46tSpNYcSLiYs223QeTnIssxf/dVfMTExwT/+4z9eVo2yWCxVV6BdvHhRdcSGhZbs0aNHee6552hqalIVnsq/bbd34XbCzkxLFVEulymXy6uaX1ncVtmzZ0/Vd8zKAGUwGCSZTOJyuVQCs95jKY6rXV1d224OZH5+Xt0xX2smQRRFdf5AacNd6oS6UZAkiTNnzmA2m7eVl0mpVGJmZoaxsTGMRiP19fXXtMPfSpidnVVdkTfLe0UJJQyFQioJvFYyuiIld7vdrxrC8uUvf5nnnnuOf/3Xf62pQ/VyMy0K2tvb1ZmWhx56iC9/+cvqIO7v/u7v8txzz9XsvH6OsDOIW2uMj4+raoqVvIgrlYr6Qmlra6v5y/tSJ1mn00kgEFgTgVESbPfv34/T6azRGdcGU1NTasL0ahegS51Qa1nFWu7Yp0+fxuVybTs5djabZWBggAMHDmCxWJYMoW4mCVwJZmZmmJ+f39C5oWuhVCqp17BQKCzrp6MQFpfLtabojK0GWZb5+7//e3784x/z7W9/u6bKxHvuuYfHHnuMSCRCIBDgk5/8JB/60IfUf19MWmRZ5rd/+7f5wQ9+gMVi4Wtf+xrHjx+v2bn9HGGHtNQS6XSad7zjHQD84i/+IidPnqShoeGKL+FCocDAwEDVrO1XC1mWVQITj8dXJWFV2irbLRBOlmVGR0fJZrPLJkyvFpfKgJ1OpzpAWe2KmSINrq+v33alZ4XgLpeXdSkJrGYlsBqYnp4mFArR29u7ZQjLpVAqgeFwWPXTqaurY3p6Wt0QvRrw9a9/nfvvv5/7779/W8WY7GDN2CEttYYsy8zOznLffffxne98B1EUede73sXJkydpampSCczg4CCJRIIDBw7gdrs3+awvt8JX0oCXs8JXhoV7e3u3nMPn1aDMgcCCs3C1d/QKCQyFQte8hquForRpa2sjEAhU6Yw3BqtJPFYqgaFQiHg8XtVruBZMTU0RiUTo6enZsoTlUijzbOfOnUMURbUCs1nXsFr4l3/5F775zW/y4IMPbquN0g7WhR3SspGQZZm5uTm+/e1v853vfIdSqcS73vUuXC4Xn//857nvvvvYvXv3Zp/mZVCs8IPBINFodEmOytTUFLFYbE1tlc2EJEkMDg5itVrp7OyseQvi0jiBxQqQ1V63QqGgzg1tN6WNEimwFlfk5SIZqqGiWSkmJiaIx+ObqsxaC5SWkNPppK2tbck1NJlM6jXcKqaPK8F3vvMd/u7v/o6HHnpoQ+JAdrBlsENaNguyLDM/P8/HP/5xfvjDH7J7927e8Y53cNttt9Ha2rol+/jwigNlMBhkZmYGrVbLrl278Pl824a0KG0Vv9+/KVLPxT4mkUgEo9GoyoCvtfjmcjkGBgaumNS8lXEte/vVYLGKJhwOq3k+fr+/Jovv+Pg4yWSSQ4cObTvCMjg4iMPhWHbmafE1XKw23MqJ1A8++CBf+MIXePjhh7fdM7CDdWOHtGwWFE+B559/nm9+85tks1m1ApPJZHjXu97FbbfdRnt7+5YjMMqLUAkfVBZfZee7lQmM0lbZrLmh5bBcnMByi68yB7JRYZPVRCgUYnx8fM1usdfCco7G1Vp8x8bGSKfTVZl52khci7BcikKhoCqRRFHctGTvq+FHP/oRn/70p3n44Yfxer2bfTo72HjskJbNwt/+7d9y5swZvvSlL13WVw6FQnznO9/h29/+NqlUiltvvZWTJ09uCZO2crnMwMDAslWKTCajhhGupnqwUVDk2N3d3Vv2hZfP5wkGg4TDYTQajSphLRQKnDt3jkOHDl1VzroVMT8/z9TUVFXN164GJc8nFApRqVTU6sFqDQGVIe1cLseBAwe2JWGx2+1r8idR0uXD4bCa7K146mzWO+jxxx/nE5/4BA899NC2m+PaQdWwQ1o2C6VSCb1ef80XQDgc5j/+4z/49re/TTwe553vfCcnT57cFD8OZZaivb39mi8NJU05HA5jMBjU6sFmEZjtKMdWdr4zMzPkcjlaW1tpamra0qX7S6FIgzfLy0RZfBUZ8EoNARV34WKxyP79+zd9s7AarJewXAolGiQcDpNKpWqqiLsSnnrqKf7oj/6IBx98cNsFl+6gqtghLdsJ0WiU//iP/+C+++4jGo3yzne+k9tuu43u7u6av1QzmQynT59m7969q1Y3KRba12p/1AqJRGLbVimUtsr+/ftVFU2lUlFTvbfy99lqSptLDQE9Hg9+vx+Xy7Xk+ZFlmZGREcrlMvv27dt2hOXMmTPYbLaqO8Aqn79YzaUM5Xu93pqR0hdeeIHf/d3f5Xvf+96rwgxvB+vCDmnZrohGo9x///3cd999hMNh3vGOd/Dud7+bPXv2VP0lG4/H1UV/vZk7l7Y/FAJTK6l0OBxmdHSU3t7ebefjMDs7y+zsLL29vUsqVMtVDwKBwJZykt3qg6uKDDgUCpFMJtXqgdvtZmRkBEmSaiKDryVkWWZwcLBmhGW546XT6WUHyqu1Ienv7+ejH/0o3/nOd+jq6qrKZ+5gW2OHtLwaEI/H+e53v8u3v/1t5ufnefvb387Jkyer8tINhUJqvka1F30lhyYYDKrDk36/v2rHmZ2dZWZmZsNmKaqJyclJotHoNasUlUqFaDRKMBgkl8upoZibkeoN23MOZLGfztzcHHq9XpWTb9WB8kuhEBZFwr8ZyGaz6hyMIAjqPNZa25lDQ0N88IMf5Fvf+hZ79uyp8tnuYJtih7S82pBIJNQKzMzMDG9/+9u5/fbb11TmnpqaIhQK0dPTU/NFX5nfCAaDyLKsEpi1vvDGx8dVT42t0JpYKdbj0KvMHoRCIdUFNRAIXNb+qBVkWebChQtUKpVt11ZZHDjZ0NBAOBwmEomoPiZbaaD8UsiyzJkzZ7BYLJtGWC7F4mHocrmszhKttBp4/vx53v/+9/PP//zPHDx4cAPOeAfbBDuk5dWMZDLJ9773Pe677z4mJyd529vexu23387+/fuvuhgqQ4i5XG5TZJ7FYlGVr4qiiN/vJxAIrIjAKAtnqVS65vfcapBlmeHhYSRJWveiv1z7Y62ZUiuBsuhrNBp279697QjL0NAQBoOBXbt2LTn3S31Mat3OXC0UwqKEZW5FKOno4XCYbDZ7xVkiBWNjY9xzzz184xvf4MiRI+s+/gc/+EEefPBB/H6/GnT4X//rf+WBBx7AYDDQ1dXF1772NdXz5TOf+Qxf/epX0Wq1fOlLX+Jtb3vbus9hB1XDDmn5eUEqleKBBx7gvvvuY3x8nLe+9a2cPHnyMlJSLpc5d+4cBoNhSyw+pVJJJTCKfDUQCCxr2y1JEmfPnkWv12/IcHI1IUkSQ0NDGI3GyxbO9UKWZTUPSbHCDwQCeDyeqlShlHM3mUzbKmUaXln0V3LuixOVZVlW2x+bZSG/HQjLpVBypcLhMMlkEofDgdVqxefzYbVamZqa4s477+Tv//7vOXHiRFWO+cQTT2Cz2Xj/+9+vkpZHHnmEN77xjeh0Oj7+8Y8D8Jd/+ZcMDQ1xzz338NxzzzE7O8ub3/xmzp8/v62qta9y7JCWn0ekUikefPBBvv3tbzM6Osqb3/xmbr/9dlpaWrjjjju49957ede73rXlFh9lADUYDFIqlVQCY7VaEUWRgYEB3G73tks7VmzWHQ5HzQcolUwpxcbdarUSCASoq6tb04u52vLajYSitLFYLKte9EulkkpgSqXSqtsf68V2JCyXQpkleuihh/jc5z5HS0sLc3NzfOELX+Dtb397VY81Pj7OrbfeqpKWxVAUmd/85jf5zGc+A8Cf/MmfAPC2t72NP//zP+fGG2+s6vnsYM3YIS0/70in0zz00EN885vf5Nlnn+VNb3oTv/3bv01vb++Wbq0oJedgMEg+n6dSqdDY2LghOULVRKVSYWBgAJ/Pt+GRApeqP1ab5aMQRY/Hs+1Sg6tJtiqViiqlVoah/X5/zYzYlHaWUh16NWBubo73v//9dHd3c+7cOdxuN7fddhvvfve7q+JcfTXS8q53vYu77rqL973vffz2b/82N9xwA+973/sA+NCHPsQv/MIv8N73vnfd57CDqmDZB2p7jMvvoCqw2+0cP36cv/qrv+If/uEfyOVyfOELX+D8+fO86U1v4uTJkxw5cmTLERi9Xk9DQwNut5u+vj78fj+ZTIZnn312S0qAl0O5XKavr4/m5mYaGho2/PiCIOBwOHA4HOzatUvNQzp16hQ6nY5AIHBF+aooimp+U3Nz84af+3qwOECwGlU5nU5HfX099fX16jD0zMwMZ8+exe12q/Mb1XiGFMJiNBq3zNDtehGNRrn77rv5H//jf6gVlrGxMe6//37+4i/+gr/927+t2bE/9alPodPp+OVf/uWaHWMHtccOafk5Ql9fH7/6q7/K17/+dQ4fPgzAnXfeSS6X4+GHH+bLX/4yZ8+e5Y1vfCMnT57k2LFjW4bAZLNZTp8+zZ49e1TDO8VAbGxsjFwuh9frJRAIXNMBdaNRLBbp6+ujs7MTn8+32acDgM1mw2az0dnZSS6XIxQK0d/ff5mfTqVSoa+vj6ampk0hW+uBJElqdagWRmWLh3UlSSIejxMMBhkeHsbhcKhOsmtpxS0mLNttduhKSCQS3HHHHXziE59Y0hLq6Ojg937v92p67K9//es8+OCD/PjHP1avZVNTE1NTU+rPTE9P09TUVNPz2MH6sdMe+jnC/Pw8hULhqjvOfD7P97//fe677z4GBwe55ZZbuO2227juuus2jcCkUinOnDlz1fBAZdcbDAbJZDIqgdksDxMFSgbS7t278Xg8m3YeK4XipxMKhZAkiWKxSHt7+6YkZK8HSjurrq5uU1pxl84SKa24lXjBvBoJSyqV4r3vfS/33nsvd9xxR02PdWl76Ac/+AF/8Ad/wOOPP75k03DmzBl+6Zd+SR3EfdOb3sSFCxd2BnG3DnZmWnawOhQKBX74wx/yrW99i/7+fm6++WZuu+02Tpw4sWEPdiwW4/z58/T29q7Yx0VRLQSDQdLptGrCttEBcEocwoEDB3A4HBt23GqgWCzy0ksv4XK51DkiRUGzleMEYGu1s2RZVltxkUhEzea6UitOlmVVFVdtZdlmIZvNcscdd/Drv/7rNW/N3HPPPTz22GNEIhECgQCf/OQn+cxnPkOxWFSDU2+44Qa+8pWvAAsto3/4h39Ap9PxhS98gV/4hV+o6fntYFXYIS07WDsKhQKPPPII3/rWt+jr6+P1r389J0+e5Prrr68ZgQkGg0xMTHD48OE1W4UrHibBYJBUKqXOHbjd7pouCMlkkqGhoarEIWw0CoUCfX19S6pDl6q5NlpBs1KIokhfXx/19fVbstSvtOIUJ9nFztCvRsKSz+e56667uOeee/jQhz602aezg+2FHdKyg+qgWCzyox/9iH//93/npZde4nWvex0nT57kxhtvrBqBURx6q5kYvHjuIJlM4nK5VBfZara+1lId2ipQ2ll79+5VDbguxaUKGq/Xi9/v3/RWXKVSob+/n4aGhm2RDqw4QyvGirIsY7fbt53D8JVQLBb55V/+ZW699VZ+8zd/81XxnXawodghLTuoPkqlEv/5n//Jv//7v/PCCy9w0003cfLkSV7zmtesiWwo1vaZTIaDBw/WrIqjJNgGg0ESiUTVXGTD4bCa37RVnFRXimw2y8DAwKraWZfGCVzLAbVW2M4Dw8oMS7FYRKPRqMGYfr9/yw2VrxTlcpkPfOADvP71r+f3f//3t+V32MGmY4e01BKJRIIPf/jDDA4OIggC//AP/8CePXu46667GB8fp729nX//939XlS+vRpRKJX7yk5/w7//+7zz33HO85jWv4eTJk9x0000rHkCslrX9aqAYXwWDQeLxuKr88Hq9qyIwc3NzTE9Pb8vQxnQ6zeDg4LraWZe24lwul9qKq+UQtyInb21tJRAI1Ow4tYASiaDValVnZyUYMxQKkclkNo0IrhWVSoUPfehDHDlyhD/5kz/ZFue8gy2JHdJSS3zgAx/gda97HR/+8IcplUrkcjk+/elP4/F4+OM//mM++9nPEo/H+cu//MvNPtUNQblc5tFHH+Vb3/oWTz/9NDfeeKNKYJZb0BUDMCW5drNedIryIxgMEovFsNvtKoG5WtVnamqKcDhMb2/vtlMfKPM3PT09VRuyVSpZSpzAWongtVAulzl16hTt7e34/f6qfe5GYDnCcimWy5VSpNRbxY5gMURR5Ld+67fo6Ojgk5/85A5h2cF6sENaaoVkMsnhw4cZHR1d8pDu2bOHxx57jIaGBubm5rj55psZHh7exDPdHJTLZR577DHuu+8+fvazn3H99ddz8uRJXve616HX64nH4/zVX/0VH/3oR2vip7FWyLJMKpUiGAwSjUax2WyqdFUhJrIsMz4+TiqV4tChQ1tyIbka4vE4w8PDNZ2/uZQILncd14JSqURfXx8dHR1bxv9mpVCqioIgrDj3S8mVCofDKqH2+Xzrvo7VgiRJ/N7v/R4ej4fPfvaz2+5Z2MGWww5pqRX6+vr4jd/4Dfbv309/fz/Hjh3ji1/8Ik1NTSQSCWDhheN2u9X//fOKSqXC448/zre+9S1++tOf0tPTQ19fH7/+67/ORz7ykc0+vStCscFXCIzFYsHv95NIJBBFkX379m27l3Q0GmVkZITe3l5MJtOGHPPS66jECfh8vlXNQJVKJU6dOkVXVxd1dXU1POPqYy2EZbnPSKVShMPhNcUyVBuSJPHxj38cjUbDF7/4xW33LOxgS2KHtNQKL7zwAjfccINaRbj33ntxOBz8zd/8zRKS4na7icfjm3eiWwwXL17kHe94B/v37+fChQscO3aMkydPcvPNN69Z4rwRUBbeoaEhCoWCqkJa7cK7mVAGhtcjJ18vZFkmm80SDAZX5GGiQHEY3rVrl+q9sV1QDcKyHBZ7weh0OvU6bsQwuCRJ/Nmf/RnpdJqvfOUrO4RlB9XCDmmpFebn57nhhhsYHx8H4Mknn+Szn/0sIyMjO+2hK+DMmTP88i//Mn/3d3/HiRMnEEWRJ598km9961s8/vjjHDlyhJMnT3LLLbdsORWOMn9js9no6OhYsvAajUZ1wdiqw7jz8/NMTU1tuYHhbDarepgstshf/PdfzkNmu6BWhOVS5PN59TrK8v+/vTsPiLLc+z/+HsAFRAFZRgUzlHIHEdd2IyFcZ5BQUluUFjX1adXs8aSeTKPnHPdW90fPLwdcUCE0tbLSAypLLiiYkIA4yDLs+9y/PzxzP4m4M8wA1+uvgHHurzQyH677ur5fSf4+GuP2nyRJfPrpp2RkZLBp0yazuE0lNBsitBjTk08+yfr16+nZsyeLFi2itLQUAEdHR3kjbn5+PmFhYSau1DzMmDGDuXPn0qtXr5u+Vltby6+//kpERAQ//fQTXl5eqNVqnn32WZMHGEO3VScnp3r33xgCzLVr1+SVAxcXF7MJB1euXCE7O7tB+98Yw1/feAGcnZ2xs7Pj/PnzN8yfaiokSSIlJQVJkujZs2ejbVCtrKyUe8FUV1ff0NX4QWuQJIl//vOfnD17lm3btpn160lokkRoMabExET55FD37t3ZtGkTer2e4OBgLl++TLdu3dBoNE3ut0NTq62t5dixY0RERHDkyBH69++PWq3G19e30fZhGFRXV5OUlESXLl3uqnlZWVmZHGAMS/YuLi4mux3TVE84VVZWkpWVRXp6OtbW1nTq1AmlUomNjY2pS7srpgosdVVXV8tNAcvLyx+oKaAkSXzxxRccO3YMjUZjNqFcaFZEaBGaNr1ez/HjxwkPD+fw4cP07dsXtVrNc889Z/TOs5WVlSQlJd330dry8nI5wNSdpNwY0tPT0el0eHp6Nrk9B4Yuvb1798ba2lpeOTCME1AqlQ2ycmAM5hJY6qrbFNAw3uJuukNLksSGDRs4cOAAu3bteuDX8LRp09i/fz8uLi7ykMP8/Px6e1xJksTcuXOJjo7GxsaGzZs3M3DgwAe6vmC2RGgRmg+9Xk9cXBwajYZDhw7Rq1cv1Go1I0eObPDfwBt6UrNhkrJWq71p/kxDM3QYLi0tpV+/fk0usJSVlZGUlFRvl96amho5wBhWDpRKpdl0kZUkidTUVGpra+nVq5dZ1FQfw3iLnJwcdDqd3FOnY8eO9a7Ibd26lZ07d7J3794G+WXh6NGj2Nra8tJLL8mh5YMPPqi3x1V0dDRr1qwhOjqa2NhY5s6dS2xs7APXIJglEVqE5kmv13Py5Ek0Gg0//PADjz76KCqVCn9//wcOMKWlpZw+fZrevXtjZ2fXQBX/H8P8Ga1WK2+aVCqVDRJgJEni4sWLVFVV0adPH7N907wVw1iBfv360b59+9s+tra2Vr71Yegia4rJ3gZNJbDUZeipk5OTQ15eHu3ataO0tJRevXrh4ODAjh072LJlC1FRUQ067Ts9PZ0xY8bIoeVWPa7eeOMNnnnmGUJCQm56nNDs1PuPRuycamZWrFjB+vXrUSgU9O/fn02bNpGdnc2kSZPIy8vDx8eH//3f/zXrI8X3ysLCgiFDhjBkyBD0ej3x8fFoNBo+//xzevTogVqtxt/f/55/yBYVFXH27FmjTmpu27YtXbt2pWvXrlRWVpKTk8PZs2fR6/U4OzujVCrv67dZw0kVoEkGlpKSEk6fPn1XgQXA0tISpVKJUqlEr9eTl5dHVlYWycnJ93TroyE01cACoFAosLe3x97eHkmSKCkp4dtvv2XWrFnY2tpSVFTEwYMHGzSw1Eer1cpBpFOnTmi1WgCysrLo2rWr/Dg3NzeysrJEaGlBmtZasXBbWVlZrF69mpMnT3LmzBlqa2v57rvvmDdvHm+//TYXL17EwcGBDRs2mLpUo7GwsGDQoEGEhYURHx/PggULOHPmDCNHjmTKlClERERQUlJyx+cpKCjg3LlzeHl5GS2w1NWmTRu6du2Kj4+PfLonOTmZuLg40tLSKCsru6vnMQzgs7S0NKt9FHfLEFj69+9/V4GlLgsLC5ydnenbty9Dhw7F2dkZrVZLbGwsZ8+eJTc3F71eb4TK/291q6ampskFlroUCgXt27fnnXfeYenSpbRp04bJkyczZcoUfH19Wbt2LVlZWY1SR1P+PgoNS4SWZqampoby8nJqamooKyujc+fOHDlyhKCgIOD6jKQ9e/aYtshGYmFhgY+PD8uXLyc+Pp6FCxeSnJyMv78/L774IhqNhuLi4pv+XHZ2NikpKQwYMMBkJ1Rat26Nm5sbAwcOxNvbmzZt2nDhwgViY2PlPSr10ev1nD59Gmtrazw8PJrcD/vi4mJOnz6Np6dng4RFCwsLHB0d6d27N8OGDaNLly7k5eURGxvLmTNnyMnJoba2tgEq/7/AUl1d3agDP43t8OHDfPbZZ0RGRvLxxx/z66+/snXrVhQKBVFRUUa5plKpJDs7G7j+79Gw+d3V1ZWMjAz5cZmZmbi6uhqlBsE8idtDzYirqyvvvfceDz30ENbW1vj5+eHj44O9vb3cQ8GwnNrSWFhY4O3tjbe3N0uXLuX06dNoNBpWr16Nm5sbKpWKUaNGodFo2L9/PxqNxmxuobVq1Uo+Zm04tpqamkpFRYV8C6ldu3ZyYHFwcKBbt26mLvueGW7HeXl5GSUsKhQKHBwc5FMoRUVF5OTkcOnSJXksg5OT0331G2mugeXo0aMsWrSI6OjoG8YluLq6MmvWLKNdd9y4cWzZsoX58+ezZcsWxo8fL39+7dq1TJo0idjYWOzs7MStoRZGhJZmpKCggMjISNLS0rC3t+eFF14gJibG1GWZHQsLC7y8vPDy8uKTTz7hzJkzaDQahg8fTqtWrZg7dy7l5eVmE1r+qlWrVnTu3JnOnTtTU1NDbm4uf/zxh7y61qlTJ7MaOnm3CgsLSU5ONlpgqUuhUGBnZ4ednR0eHh5yG/z09HTatGkjj2W4m/4jkiTxxx9/NLvAcvz4cT788EP279+PUqk02nVCQkL46aefyM3Nxc3NjcWLFzN//nyCg4PZsGGD3OMKYNSoUURHR+Ph4YGNjQ2bNm0yWl2CeRKnh5qR8PBwYmJi5D0rW7dulfuaXL16FSsrK44fP86iRYs4cOCAias1L2FhYRw7doyFCxeyd+9eoqKiUCqVqFQqRo8ejb29valLvKWamhoSEhKwtbWlurqasrIyszv+ezs6nY7z588bddL0vfjrOIE7NQU0BJbKysomueH5Vk6dOsVbb73F3r17m+SqndAsiCPPzV1sbCzTpk3jxIkTWFtb88orrzBo0CCOHj3KhAkTmDRpEm+++Saenp7MnDnT1OWajY8++oiMjAw2btwo3xqQJInk5GTCw8PZv38/Tk5OqFQqxowZY1Yt5Kurq0lMTOShhx6Sfxs2NA7TarWUlJTIAeZ+Op8aW0FBARcuXGDAgAGN3uH4bhjGCeTk5NzUU6e5Bpbff/+d119/nV27duHh4WHqcoSWS4SWluDjjz9mx44dWFlZ4e3tzfr168nKymLSpEnk5+fj7e3Ntm3bTD7Dx5wcOnSIZ5999pbHYSVJ4vz583KAcXBwQK1WM2bMGJOOZaiqqiIxMRF3d3ecnZ3rfUxtbS35+flotVqKi4tN3r/kr/Lz8+UNz+YYWOoy9NTJyclBr9djYWGBlZUVnp6eJv9eNpRz584xbdo0NBpNvXPBzFF6ejrdu3dHkiT5mHx9SkpK6NSpE6WlpRw4cAA/P79GrlS4RyK0CMKDMrRlDw8PZ9++fdjZ2aFSqRg7diyOjo6NVkdFRQVJSUl4eHjc9XX1er0cYIqKiuT+JQ4ODo3+ppuXl8fFixcZMGBAkwzQKSkp6HQ6rKysbhhE2FjH440hNTWVqVOnsn37dvr372/qcu6Jn58fP/zwA++88w7/+Mc/6n3Mhg0bCA0N5aGHHiItLa3JdYdugURoEYSGZDgxEh4ezt69e2nfvj3jx49n7Nixt1z5aAiGsQK9evW67702htbtWq2WwsJC7O3tUSqVjdKAzbB52Nvb2yw3O9+JYeNz3759USgU8okurVZLRUUFTk5OuLi4NIn9RAbp6emEhISwadOmJjnLR6PRMHHiRFxcXMjKyqr3BNgTTzzBb7/9xsKFC1myZIkJqhTukQgtgmAshhk/hgDTtm1bVCoV48aNw9nZucHevIwxVkCv16PT6dBqteh0Ouzs7FAqlTg4ODR4gLl27RppaWkMGDCgSQaWS5cuUVZWJgeWumpqauT9RKWlpfIkZXO4HXcrmZmZBAcH8/XXXzN06FBTl3NfqqqqcHV1JTc3lz179shHpA1SUlLkRot//PEH7u7uJqpUuAcitAhCY5AkibS0NCIiItizZw9t27Zl/PjxjBs3DhcXl/t+87rX1vb3Q5IkOcAUFBTIw/McHR0fOMAYjhR7e3vf1VFic3OnwFJX3f1EprwddytXr14lKCiIlStX8tRTT5m6nAfy7rvv8s9//pNx48YRGRl5w9c+/PBDli9fzogRIzhy5IiJKhTukQgtgnGJEfM3kySJ9PR0OcC0bt2acePGMX78eJRK5V2/eRUVFXHu3Dn69+9v9LkvBobheVqtlvz8fNq3by8HmPqm/96OVqvl8uXLDBgwoMkGFsOk7PsJHHVvx9nZ2cmTlE21tyInJ4cJEyYQFhaGr6+vSWpoSMnJyfTp0wcrKysyMzNvOE330EMPceXKFbZt28bkyZNNXKlwl0RoEYxLjJi/PUmSuHz5MhEREezevRtLS0vGjRuHWq2+bYAxhz4mhg6yWq2WvLw8bG1t5Q6ydwowV69eJSMjA29v7/vqNmtqaWlplJSU3HdgqUuSJAoKCsjJyaGgoOCBwuD9ys/PJzAwkMWLFxMQENAo12wMjz/+OMeOHeN//ud/ePfddwGIiopizJgx2NnZkZ2dbRa9gIS7IkKLYHxixPzdkSSJzMxMOcAAjB07FrVaTefOneU3x6NHj2JpaYmPj4/ZHAuWJIni4mI5wNjY2KBUKusNMNnZ2WRlZTFgwIAmHVj69u1rlBWRumGwXbt2KJVKHB0djfb9KiwsJDAwkHnz5qFSqYxyDVPZvHkzr776Kn379pV/BgUFBbFz507efPNNvvzySxNXKNwDEVoE46sbWuzt7dHpdMD1H9AODg7odDrGjBnD/PnzeeKJJwDw9fXls88+Y9CgQaYq3WQkSeLKlStERESwa9cuamtrGTt2LG3btuXrr7+Wu/OaI0mSKCkpQavVkpubi7W1NS4uLjg7O5OTk0N2djYDBgxotBWEhmTswFJX3e9l27Zt5e9lQ91SKy4uJigoiLfeeouJEyc2yHOaE8OQ2KKiIuLi4nB3d8fV1ZWqqiri4uIYPHiwqUsU7l69oUUcVBcajRgxXz+FQoGrqytz587lp59+QqPRcOHCBT799FOcnJzYsWMHGRkZ3OEXDJNQKBS0b98eDw8Phg0bRo8ePSgrK+P48eOkpKSgVCrR6/WmLvOepaenU1xc3GiBBW7+Xnp4eFBRUUFCQgLx8fFkZmZSVVV1389fVlZGSEgIr7/+erMMLAA2Njby6u3GjRvZvn07VVVV9OvXTwSWZkKEFsGoxIj5e6NQKDh06BDp6emkpKSwY8cObG1tmTFjBiNHjmTVqlX8+eefZhlgAGxtbWndujW2trYMHDiQ6upqEhISSEhIICsri+rqalOXeEfp6ekUFRXRr18/kzYgs7W1pXv37gwZMoRevXpRU1NDUlISp06d4vLly1RUVNz1c1VUVPDiiy/y4osvMnXq1AavdcWKFfTt25d+/foREhJCRUUFaWlpDB06FA8PDyZOnPhAgetevPbaawB89913fPvttwBMnz69Ua4tGJ+4PSQ0qLq3h95//30cHR3ljbj5+fmEhYURFRXF2rVr5Y24c+bMIS4uzsTVm96+fftYt24du3btumHasSRJ5OTksHPnTnbu3ElpaSljx45FpVLx8MMPm80K1uXLl8nPz8fT0/OGN/yysjK0Wu1dDSE0JXMJLLdTUVEhz0OSJAlnZ2eUSuUtN5hWVlYyZcoUAgICmDVrVoO/VrKysnjiiSc4d+4c1tbWBAcHy9OYAwMD5ZlnXl5ezJgxo0GvfSve3t4kJiYC0Lp1a7KysnBycmqUawsNRuxpEYzrryPmlUolixcvRqVSERwczOXLl+UR8x07dkSSJN566y1iYmLkEfMtcT9LXWVlZVhYWNxx021OTg67du1i586dFBUVMWbMGNRqNe7u7iYLMOnp6RQWFtK/f//bvuGXl5fLAcbCwkIOMKZu598UAktdVVVVcoCpqanB2dkZZ2dneZxAdXU1r776Ko899hjvvvuuUV4bWVlZDBs2jKSkJDp06IBKpWL27NlMnjzZZNPl161bx1tvvQXAhAkTiIiIaJTrCg1KhBZBaI6uXbvG7t272blzJzqdjtGjR6NSqejRo0ejBZi0tDSKi4vv+Q3fsGqg1WpvmqLcmP788090Ot0dA5c5q66u5tq1axw6dIiVK1fy9NNPk52dzeDBg/nv//5vo74WVq1axUcffYS1tTV+fn6sWrWKYcOGcfHiRQAyMjIICAiQV2CNLTs7my5dugDXjzyPGjWqUa4rNCgRWgShuTO0MY+IiCAvL08OMI888ojR3rQMjdcedNOqYYqyVqtFkiRcXFxQKpVGDzDNIbDUlZeXx5w5c0hNTaVVq1b4+fkxYcIEBg8e3OCvg4KCAiZMmMCOHTuwt7fnhRdeICgoiEWLFpkstGzfvp0pU6bg6urKn3/+2SRPrwn1h5am1zhBEIRbcnJyIjQ0lNDQUPLy8tizZw8LFizg2rVrjBo1CpVKxaOPPtpgTdIuXbpEeXl5gzRea9u2LV27dqVr165UVlZy7do1zp49i16vv+O+jfvVHAOLXq9nyZIl9OjRg507d1JZWcnBgwdZu3Yt586d4/jx4w3alfjQoUO4u7vLQ0IDAwP57bff0Ol01NTUyB1qG3Oj/VdffQVc79ItAkvzIlZaBKEFKCgoYM+ePezcuZOrV68SEBCASqWiV69e9xU2DBOuq6qq6NOnj1FvPdS3b0OpVN6wUfl+XL58mYKCgmYXWD788EP0ej1r1qy56e9VW1vb4G/isbGxTJs2jRMnTmBtbc0rr7zCoEGDOHr0KBMmTJA34np6ejJz5swGvXZ9NmzYQGhoKG3atOHSpUvybSKhyRG3h4SWo745SO+//z779u2jdevW9OjRg02bNmFvbw/AsmXL2LBhA5aWlqxevRp/f38TVm9cOp2OyMhIIiIiyMrK4vnnnycwMJDevXvfVfiQJInU1FRqamru+s80FMO+Da1WS1VVlRxg7nUe061OOTVlkiSxaNEiCgoK+Oabbxr17/Xxxx+zY8cOrKys8Pb2Zv369WRlZTFp0iTy8/Px9vZm27ZtRttsnZmZyRNPPEFxcTH5+fkALFy4kCVLlhjlekKjEKFFaDnqm4N08OBBnn32WaysrJg3bx4An332GefOnSMkJIS4uDiuXLnCc889R0pKSotYVi4sLGTv3r1ERESQkZGBn58fgYGB9OnTp943PUmSSElJQZIkevbsadKj1tXV1eTm5qLVaqmsrMTJyUkOMLerq7kGluXLl5Oens7mzZtbxGv3r9LT03F3d8fCwoJu3brx2muvMW/evGbz/7eFEqFFaFnq9oz5q927dxMREcH27dtZtmwZcH18PYC/vz+LFi1i+PDhjVqvqRUVFbFv3z4iIiJIT0/Hz88PtVotnwiqra1l1apVBAQE3PdtJWOpqamRA0x5ebkcYGxtbW+oMyMjg7y8vGYXWFauXElSUhL/+te/muSMJ0Goh9iIKwgGGzdulFuZG/pMGLi5uZGVlWWq0kymQ4cOTJ48mcmTJ1NUVMT+/fv5/PPPuXTpEr6+vpw7dw4XFxeTr7DUx8rKik6dOtGpUydqa2vJzc0lLS2NsrIyHB0dUSqV6HS6ZrnC8tVXX3HixAk0Go0ILEKzJ17hQouzdOlSrKysmDx5sqlLMVsdOnSQ277rdDpUKhVFRUVkZmayaNEi1Go1Xl5eZvnmb2lpiVKpRKlUUltbS15eHsnJyZSWluLq6kpxcTEdOnQwu+B1ryRJYuPGjRw+fJjdu3ebXXdhQTAGEVqEFmXz5s3s37+fw4cPy29aYg7SrdXW1jJnzhxGjBjB3/72N0pLS4mOjmblypWkpKTg6+uLWq3G29vbbANMZWUlrVu3ZuDAgeh0OjIyMiguLqZjx44olUrs7OyaZIDZvn07kZGR7Nu3z+TdhAWhsYg9LUKzVXdPS0xMDO+88w4///yz3FMC4OzZs7z44ovyRlxfX19SU1Nb3GbG+ixduhSAjz766KavlZWVER0dTXh4OOfPn+fZZ59FpVLh4+NjNgEmMzOTa9eu3bQqpNfryc/PR6vVUlRUhIODA0qlEnt7+yYRYMLDw9m4cSNRUVFyy35BaGbERlyh5ahvDtKyZcuorKzE0dERgGHDhslNqJYuXcrGjRuxsrJi5cqVBAQEmLJ8s1FVVXVXtx3Ky8v5/vvviYiI4MyZM4wYMQKVSsXgwYNNFmAMgcXT0/O2AVSv11NQUIBWq6WwsBB7e3s5wJhL+PqrvXv3snbtWqKiorCzszN1OYJgLCK0CIJgfBUVFcTExBAREcHvv//O008/jVqtZvDgwY22enW3gaUuvV6PTqdDq9Wi0+mws7NDqVTi4OBgFgEmJiaGsLAwoqOj6dixo6nLEQRjEqFFEITGVVFRwcGDBwkPDycxMZGnnnoKtVrN0KFDjRZgMjMzycnJwcvL64GuIUmSHGAKCgro0KEDLi4uODo6miTAHDlyhMWLFxMdHX3D7U1BaKZEaBEEwXQqKyv54Ycf0Gg0xMfH8+STT6JWqxk+fHiDBZisrCy0Wu0DB5a6JEmisLAQrVZLfn4+7du3lwNMY6we/fLLLyxYsICoqCg6depk9OsJghkQoUUQBPNQVVXFoUOH0Gg0nDx5kscffxy1Ws1jjz12371GjBVY6pIkiaKiIrRaLXl5edja2qJUKo0WYGJjY3nnnXfYt28fbm5uDf78gmCmRGgRBFOobw6SwT/+8Q/ee+89rl27hpOTE5IkMXfuXKKjo7GxsWHz5s0MHDjQRJU3jqqqKo4cOYJGoyEuLo7HHnsMtVrN448/ftcB5sqVK1y9etXogaUuSZIoLi6WA4yNjQ1KpRInJ6cGqSM+Pp5Zs2YRGRnJww8//OAFC0LTIUKLIJhCfXOQ4HpL+dDQUM6fP8+pU6dwcnIiOjqaNWvWEB0dTWxsLHPnziU2NtaE1Teu6upqjhw5QkREBMePH2f48OFygGnVqlW9f8ZUgaUuSZIoKSlBq9WSm5uLtbU1Li4uODs739fq0ZkzZwgNDWXnzp088sgjRqhYEMxavaHF9NvhBaGZe+qpp+o96fH2228TFhZ2Q1+QyMhIXnrpJRQKBcOGDUOn05Gdnd2Y5ZpUq1at8Pf359tvvyUhIYHg4GD27NnD448/zuzZszly5AjV1dXy47du3cqFCxdMHlgAFAoF7du3x8PDg2HDhtGjRw/Kyso4deoUiYmJXLly5Ybabyc5OZnQ0FB27NhhlMCi0+kICgqiV69e9O7dm+PHj5Ofn8/IkSN55JFHGDlyJAUFBQ1+XUF4UKIjriCYQGRkJK6urnh5ed3w+aysLLp27Sp/bJiD1Llz58Yu0eRatWrFyJEjGTlyJDU1Nfz888+Eh4czf/58Bg8ejJ2dHb/++itRUVEmDyz1sbW1xdbWlh49elBaWkpOTg4JCQm0atUKFxcXXFxc6l09unjxIq+++irbtm2jd+/eRqlt7ty5PP/880RERFBVVUVZWRmffvopvr6+zJ8/n+XLl7N8+XI+++wzo1xfEO6XWGkRhEZmeINYsmSJqUtpMqysrPD19eWrr74iMTGRzp07s3v3bqqrq/nggw84ePAgVVVVpi7zltq1a4e7uztDhgyhZ8+eVFVVkZCQQHx8PL///jtXrlwB4M8//2Tq1Kls2rQJT09Po9RSWFjI0aNHmT59OgCtW7fG3t6eyMhIXn75ZQBefvll9uzZY5TrC8KDECstgtDI/vjjD9LS0uRVlszMTAYOHEhcXJyYg3QXduzYQVxcHOfOnaNt27b88ssvhIeHs3DhQry9vVGpVIwYMcJs5/HY2Njg7u6Ou7s75eXlxMTE8Prrr2NlZUVJSQkrVqzAx8fHaNdPS0vD2dmZV199laSkJHx8fFi1ahVarVZe0evUqRNardZoNQjC/RIrLYLQyPr3709OTg7p6emkp6fj5uZGfHw8nTp1Yty4cWzduhVJkvj3v/+NnZ1di7w1dCunTp1i48aNREZG0q5dOywtLXnmmWdYt24diYmJTJ8+nR9//JGnnnqK119/ne+//57KykpTl31L1tbWqNVq9uzZQ+vWrfHz8yMsLIwRI0awdu1aeQWmIdXU1BAfH8+MGTNISEigXbt2LF++/IbHKBSKJjGDSWh5RGgRWrQFCxagUChwcnLi6tWrN31dkiSef/55FAoFPj4+d72R8q9CQkIYPnw4Fy5cwM3NjQ0bNtzysaNGjaJ79+54eHjw2muv8cUXX9zz9ZqzgQMHEhUVRbt27W76mqWlJU8//TRr1qwhMTGRN954g59//pmnnnqK0NBQoqKiqKioMEHVt3ft2jWCg4P5+9//ztq1a/n555/Zvn07CoWCWbNmodfrG/R6bm5uuLm5MXToUACCgoKIj49HqVTKm76zs7NxcXFp0OsKQkMQR56FFq26upqhQ4eSkJBAQEAA0dHRN3x97dq1zJ49G2tra06dOmW0jZGC8ej1eo4fP054eDiHDx+mb9++qNVqnnvuOaytrU1aW0FBAYGBgfztb39j9OjRjXbdJ598kvXr19OzZ08WLVpEaWkpAI6OjvJG3Pz8fMLCwhqtJkGoQ/RpEYT6JCcn4+PjQ3l5OevWrWPmzJkAXLhwAW9vb8rLy1m9ejWzZ882caXCg9Lr9cTFxaHRaDh06BC9e/dGpVLh5+fX6AGmsLCQCRMm8N577xEYGNio105MTCQ0NJSqqiq6d+/Opk2b0Ov1BAcHc/nyZbp164ZGoxFDGQVTEqFFEG5lzZo1zJkzBxsbG+Lj4+nRowfDhw/n5MmT+Pn5ERMTI+7xNzN6vZ6TJ0+i0Wj44YcfePTRR1GpVPj7+2NjY2PUa5eUlBAUFMTMmTOZNGmSUa8lCE2UCC2CcCuSJBEQEMCBAwcYNGgQI0eOZNmyZXTs2JHTp0/TpUsXU5coGJFer+fUqVOEh4dz4MABPDw8CAwMxM/Pr979Mw+irKyM4OBgXn75ZfmIsSAINxGhRRBuJzs7m/79+5OXlyd/bseOHQQHB5uwqoZ3q1lIa9asYd26dVhaWjJ69Gh5P8OyZcvYsGEDlpaWrF69Gn9/f1OV3ij0ej0JCQmEh4cTExND9+7dUavV+Pv7Y2tr+0DPXVFRQUhICIGBgbzxxhsNVLEgNEsitAjCnXzzzTfym8kLL7yARqMxcUUNr75ZSD/++CNLly4lKiqKNm3akJOTg4uLC+fOnSMkJIS4uDiuXLnCc889R0pKill2oDUGvV5PUlISGo2GmJgYunXrhkqlIiAggPbt29/Tc1VVVTF16lRGjhzJ7Nmzxe1GQbg9MXtIEG6ntraWLVu2yB8nJibKpyqak/pmIX355ZfMnz9fbshmOO4aGRnJpEmTaNOmDe7u7nh4eBAXF9foNZuKhYUF3t7eLFu2jFOnTrF48WJSU1MJCAggJCSE7777jqKiojs+T3V1NdOnT+fJJ58UgUUQHoAILYLwH8uXL+fYsWPY2dnRtWtXUlNTeffdd01dVqNISUnhl19+YejQoTz99NOcOHECuPUspJbIwsICLy8vli5dyqlTp/jkk09IS0tj9OjRTJw4kX/9618UFhbe9Odqa2t588038fLy4v333xeBRRAegAgtggDEx8ezePFi4Preji1btqBQKPj6669v6t3SHNXU1JCfn8+///1vPv/8c4KDg7nDreMWTaFQ0L9/f/7+979z8uRJli1bRkZGBmPHjuWFF15g+/bt6HQ69Ho9c+bMwd3dnYULF4rAIggPSIQWocUrLy9nypQpVFdXExQUxNSpUxkxYgRvv/02ANOnTyc3N9fEVRqXm5sbgYGBKBQKhgwZgoWFBbm5uWIW0l1QKBT069ePxYsXc+LECT7//HOysrIYP348np6etG3blk8++UQEFkFoACK0CC3evHnzSE5OpnPnznz99dfy5z/99FP69u3L1atXm/1JD5VKxY8//ghcv1VUVVWFk5MT48aN47vvvqOyspK0tDRSU1MZMmSIias1XwqFgj59+rBo0SLi4uL49ttvWbNmDRYW4ketIDQE8S9JaNEOHjzI2rVrAdi4ceMNG1TbtGnDtm3baNWqFbt27WLz5s0mqrJh1TcLadq0aVy6dIl+/foxadIk+fZY3759CQ4Opk+fPjz//PPykWjhzhQKBb6+vlhZWZm6FEFoNsSRZ6HFKigooF+/fly5coWZM2eybt26eh+3bNkyFixYQIcOHUhKSuLhhx9u3EIFQRBaHtGnRRAEQRCEJkH0aREEQRAEoekSoUUQBKEJqK2txdvbmzFjxgCQlpbG0KFD8fDwYOLEiVRVVZm4QkEwPhFaBEEwqWnTpuHi4kK/fv3kzyUmJjJs2DAGDBjAoEGD5C68kiQxZ84cPDw88PT0JD4+3lRlN7pVq1bRu3dv+eN58+bx9ttvc/HiRRwcHNiwYYMJqxOExiFCiyAIJvXKK68QExNzw+c++OADPv74YxITE1myZAkffPABAN9//z2pqamkpqbyzTffMGPGDFOU3OgyMzOJiooiNDQUuB7ejhw5QlBQEAAvv/wye/bsMWGFgtA4RGgRBMGk6puFpFAo5Jk+hYWFdOnSBbg+C+mll15CoVAwbNgwdDod2dnZjV5zY/uv//ovwsLC5H4veXl52Nvby8epW/J4BaFlEQ0EBEEwOytXrsTf35/33nsPvV7PsWPHgFvPQurcubOpSjW6/fv34+Ligo+PDz/99JOpyxEEkxIrLYIgmJ0vv/ySFStWkJGRwYoVK5g+fbqpSzKZ3377jb179/Lwww8zadIkjhw5wty5c9HpdNTU1ABivILQctypT4sgCILRKRSKh4H9kiT1+8/HhYC9JEmS4vrQnkJJkjooFIqvgZ8kSfp//3ncBeAZSZKa/z0iQKFQPAO8J0nSGIVCEQ7slCTpO4VC8RXwuyRJX5i0QEEwMrHSIgiCOboCPP2f/34WSP3Pf+8FXlJcN4zrYaZFBJZ6zAPeUSgUFwFHQBwfEpo9sdIiCIJJKRSK/wc8AzgBWuBj4AKwiuv77iqAmZIknfrPqsta4HmgDHhVkqSTpqhbEITGJ0KLIAiCIAhNgrg9JAiCIAhCkyBCiyAIgiAITYIILYIgCIIgNAkitAiCIAiC0CSI0CIIgiAIQpMgQosgCIIgCE2CCC2CIAiCIDQJ/x/uYE1IM5dQvAAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.colors as mcolors\n", "\n", "colors = list(mcolors.CSS4_COLORS.keys())\n", "np.random.shuffle(colors)\n", "\n", "community = list(nx.community.louvain_communities(graph, seed=42))\n", "\n", "print('Found {:d} Louvain communities'.format(len(community)))\n", "\n", "# plot the results\n", "fig = plt.figure(figsize=(10, 10))\n", "ax = fig.add_subplot(projection='3d')\n", "\n", "# draw the skeleton shape\n", "#sx, sy, sz = np.where(skeleton)\n", "#ax.scatter(sx, sy, sz, color='r', marker='o', s=10, alpha=0.15)\n", "\n", "# plot the nodes as blue dots\n", "for com, color in zip(community, colors):\n", " ax.scatter(*zip(*com), color=color, marker='o', s=30, alpha=0.5)\n", " \n", "# plot the edges as lines between vertices\n", "for ex, ey in graph.edges():\n", " ax.plot(*zip(*(ex, ey)), color='k', linewidth=2, alpha=0.25)\n", " \n", "ax.set_box_aspect((np.ptp(ptx), np.ptp(pty), np.ptp(ptz)))\n", "ax.set_xlabel('x', fontsize=24)\n", "ax.set_ylabel('y', fontsize=24)\n", "ax.set_zlabel('z', fontsize=24)\n", "_ = ax.set_title('3D Brain Communities', fontsize=24)" ] }, { "cell_type": "markdown", "id": "69e0d567", "metadata": {}, "source": [ "The communities identified by the Louvain algorithm can be put in relation with the brain anatomical regions or other functional information about the brain in future works." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.4" } }, "nbformat": 4, "nbformat_minor": 5 }