Inleiding
De Commissie Parameters (CP) definieert de maximale rendementen die pensioenfondsen voor hun toekomstramingen moeten gebruiken plus de bijbehorende scenariosets, die door DNB op aanwijzingen van de Commissie worden geconstrueerd. De wet stelt dat “de parameters en scenariosets dienen bij te dragen aan een zo realistisch mogelijke verwachting van de te verwachten rendementen en financiële markten die aansluit bij de financieel-economische realiteit: niet te optimistisch en niet te pessimistisch”. De berekeningen ten tijde van het Pensioenakkoord waren gebaseerd op het adviesrapport van de CP uit 2019 (CP2019). Hierop is nogal wat kritiek gekomen, ook vanuit de Tweede Kamer, met name door de ramingen over de inflatie, die te laag zouden zijn.
Een evaluatie van modeluitkomsten met realisaties is een belangrijke voorwaarde om te kunnen beoordelen of deze modelaanpak een positieve bijdrage kan leveren aan het Nederlandse pensioenstelsel.
Pensioenfondsen dienen gebruik te maken van de scenarioset van DNB om het verwachte pensioenresultaat aan hun deelnemers te melden, inclusief de uitkomst onder een slecht en goed economisch scenario. Onder de nieuwe pensioenwet wordt de toepassing van de scenarioset aanzienlijk uitgebreid. Naast de hierboven genoemde verwachte pensioenuitkeringen moeten de scenarioberekeningen worden toegepast voor de bepaling van de fiscale bovengrens, voor de balans tussen doelstelling en premie en voor het toetsen van de risicohouding. Daarnaast krijgt de uniforme scenarioset een specifieke rol bij de transitie van het oude naar het nieuwe pensioenstelsel.
Een eerste indruk
Na vier rapportages van de CP is het onzes inziens tijd voor een reflectie. Maar die ontbreekt. Een ex post evaluatie van modeluitkomsten met realisaties is een belangrijke voorwaarde om te kunnen beoordelen of deze modelaanpak een positieve bijdrage kan leveren aan het Nederlandse pensioenstelsel. Die evaluatie van het vorige model is ons niet bekend. Het rapport lijkt een copy paste van het vorige rapport. Ook ditmaal leunt de Commissie zwaar op formele, sterk mathematische modellen, slechts toegankelijk voor een kleine groep experts, met een minimum aan empirische toetsing. Parameterschattingen van het nieuwe model met de statistische foutenmarges zijn niet bekend.
Vanuit een governance optiek zou het model door de gebruikers en bestuurders begrepen moeten worden. Wij vragen ons af hoeveel van hen dit model doorgronden. Eigenlijk geldt dit ook voor de Kamerleden die over de nieuwe pensioenwet stemmen. Zij moeten kiezen voor een centrale sturing vanuit een black box model zonder inzicht te hebben op de werking ervan. Nobelprijswinnaar Stiglitz schreef de volgende kritische opmerking over de stochastische modellen die gebruikt worden in de macro economie: “macro econometrics becomes little more than an exercise in curve fitting, with an arbitrarily chosen set of moments generated by the model contrasted with reality”. Volgens ons is deze opmerking ook van toepassing op het nieuwe model van de CP.
De Commissie merkt op dat zij zich bewust is van de model- en parameteronzekerheid, “maar zij is ook van mening dat er geen wetenschappelijke onderbouwing is om alternatieve parameter en scenariosets te verkiezen boven de welke door de Commissie zijn opgeleverd in dit advies”.
Wij hebben eerder betoogd dat de Commissie moet kiezen voor economisch onderbouwde scenario’s in plaats van 10.000 varianten van een ondoorzichtig formeel model die de naam scenario niet verdienen. De vele varianten zijn namelijk toevalstrekkingen binnen een bepaald scenario en geen scenario van zichzelf.
Met what-if analyses kan het effect van hogere inflatie worden beoordeeld op het huidige stelsel en het voorstel van de nieuwe pensioenwet. Structurele veranderingen in de economie kunnen op dezelfde wijze worden geanalyseerd. Deze aanpak vraagt van pensioenbestuurders dat er moet worden nagedacht over de parameters in plaats van slaafs volgen van een stochastische scenarioset verstrekt door de toezichthouder.
Prijsinflatie
Opvallend is dat de Commissie de parameter voor de lange termijn verwachte prijsinflatie wederom koppelt aan de inflatiedoelstelling van de ECB, die deze heeft verhoogd van 1,9 naar 2%. Volgens haar opvatting beschikt de ECB over voldoende instrumenten om de langdurige afwijking van de inflatiedoelstelling te bestrijden. Voor de nabije jaren adviseert de Commissie aan te sluiten bij de inflatieverwachting van het CPB (2,6% in 2023). Het IMF ziet voor Nederland de inflatie meer richting de 8% gaan. Betekent de dwang van de scenarioset dat pensioenbesturen slaafs deze modeluitkomst moet volgen? De CP houdt nog een slag om de arm door te stellen dat toekomstige paden voor inflatie anders kunnen zijn, bijvoorbeeld door onvoorziene structurele veranderingen in de economie. Naar het oordeel van de CP is er “echter op dit moment onvoldoende wetenschappelijke of empirische onderbouwing om andere parameters en scenariosets te verkiezen boven die uit het advies van de Commissie”. Onze vraag hierbij is of er voldoende wetenschappelijk of ander bewijs is die de keuze van de Commissie rechtvaardigt.
De vraag is waarom de CP zich schaart achter de centrale bank of het CPB. Juist het inflatierisico is het grootste risico waarmee een kapitaalgedekt pensioenfonds kan worden geconfronteerd. Doordat inflatie een bepalende factor is in de uitkomsten van het stochastische model, zou juist dit onderdeel van het advies bijzondere aandacht moeten krijgen. De conclusie dat de ECB voldoende instrumenten heeft om zijn doelstelling te bereiken, wil nog niet zeggen dat deze instrumenten ook adequaat worden gebruikt. De positie van de ECB is niet sterk omdat deze rekening moet houden met de (politieke) belangen van verschillende landen. Dat wringt, aangezien deze belangen niet parallel lopen. Een belangrijk instrument van de ECB is overigens het managen van verwachtingen. Men kan veel sympathie en zelfs bewondering hebben voor dit verwachtingenmanagement, maar zou je als belegger er ook je geld op inzetten? Waarom zou dat voor pensioenfondsen anders zijn?
De vraag is waarom de Commissie zich schaart achter de centrale bank of het CPB. Juist het inflatierisico is het grootste risico waarmee een kapitaalgedekt pensioenfonds kan worden geconfronteerd.
Vanuit een historische vergelijking is de inflatiewereld anders dan de korte periode van 2004 en 2022 aangeeft. Voor de inflatie en reële renteontwikkeling kiest de CP2022 de periode 2004 en 2022 als referentieperiode. Deze keuzes hebben invloed op de gemiddelde cijfers en de fluctuaties rondom het gemiddelde, de standaarddeviatie. Beide vormen een belangrijke component in het stochastische model dat ten grondslag ligt aan de scenarioset die DNB elk kwartaal opnieuw uitgeeft. Deze impliciete periode keuzes zijn helaas onvoldoende gemotiveerd. Figuur 1 illustreert dit. Beide grafieken laten een groot verschil zien in spreiding van de inflatie. Het gemiddelde voor de lange periode bedraagt 3,5% met een standaardafwijking van 2,7. Duidelijk is dat de inflatiecijfers over de lange periode niet normaal zijn verdeeld, maar scheef naar rechts liggen. In 10 van de 72 jaren is de inflatie 8% of hoger (bijna 14% van het aantal waarnemingen).
Voor de korte periode zijn de twee eerste momentcijfers (gemiddelde en standaarddeviatie) 2,1% en 2,1%. Met 19 observaties in deze korte periode (met een grote uitschieter) kan afgevraagd worden of deze periode representatief kan zijn. De Commissie negeert zelfs de wake up call van de uitschieter.
Figuur 1. Histogram van de consumptieprijsstijging.
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225G539PhJbFkyE97nHsJj82o8uH+HRFwFvLhzHv+NnIZ9e/dAMTkaMUnyqEAr6XNmToZ/0COsX7EQJUqWxM1zJELGOeHU8aOIffsIxhZdsc/7ABJDH6Bjj6HY7+OD1I+hsO7SlQLpN6J966YkOluinklPTBj6H7q2N8LVJ5FYs3oN8srFwqZrN7hu8EBbwzpoVK8RBo93gFXbFuhtY4nSdY0w32kKWWw+X+5UstC0g1LRGli/LE3EfL0J4kmPxNPV4Gsoqq4Mu3EjcSToPs6eDsAJ7x0YOH7hr8VTYjTqNtSDvdMCdG7bMsOxJwzvh3fyRdLF044NSzHJZTUunAuEdiFNHPPzQOeeo3Hz0V08uXQc1j36o2qtumR50KA5YoMeXTriSfAV6Bqa4+y12yijnRYfNXfaePhfe4kj+7dLf2emJJJLXksUr9kcKxc6YgIJvhdx6ti+drF4rHASa0atTOC8ZD3atNBNP/7+HesxZtoCnDx9GiW0v5R9EBoM/c8aL2LyYv9uN/FFFfXmKRo0N8XmHbvRpF4N6c+R9sjO4umPBkw7sXj6U3K5Y7/HD+/Bc58nfRS+Q936DdG2rRk0v4qnzG4Uzp08Qpbs85juYP/LxSmJx5WcQIueDmhtYYOmDWtj1oyp0DVuB+OmjSQ+xLcNhXM8cPIiHKZMwo2LZ7Hb5wjsJk/6qcv03RuXsW77Hkyb5gAN1f8vaY5wLvFxMfA/4IfTZ4NQsEgRmLVpi1rVq+IxvYMPHjlGbr4pKEgu3s0MDVCymDZSkxPhT6USqtWsj5LFtTMMJy7mA2zIdXiy0yI0rl0FD+/dIZd8L7x+9x6tTNrC2EA/3aPjxpWL2OO5H6nySujc2Ro1q6fFVcfFfsTunTsphjkYtes2hGXHDsir+sUrJ4G8HDw8PFCmQg3oNa73Q+53KFbb28cXEVHRaNu+E5o2qZ/e7nLQWezz9IZyXnV0trZB1Ypprv23b1yFD+0T+TEObdu1h36ThuLv0eR9c9DXFxcuXUbpClXRxcqK4og1EE5eH13Io2K121aUK6H10+vP4knKW4PFk5TAsmlzf0oFPHT8TJw4fQbFtTIGr9+9EohWlv1w9pzwt7SPwZH9uiIqTym4LZ6O5gaGGD5pFqzJ8hEXEw29BjWxYJMPahZXRcvWbdCuSx8MHtAbxYum3Zh9e1hDp6ounOzHiP/u1qE16rTuRh//vdHT0gRlGpnDceIIxEVHoTXFAg2duhA27Yzx5M5VWHTtCw9yqyqonEAPMTMsc/MgK0NVJFGMTGtDfXTsPxEj+lrDpFlddB3pLIoxYRs3tBcSNcth8ezpMNatQ0LQFC3069IDUB6u9JsZfZiP6dORAtcNMXvZFhjrUXYvcptrY6yPFtbDMLxrKzTUN8LSddvQ4lPmL7cV87A74Ap892zHmSNeFPMj1KM5hhNeWzFqyhy4zJ6Ntqat6IGZB0/vXoephTVZ0oagf+8e6UkINi6bA/fjt3DAY7N4nhdO+GHgBBecOHoEsaGP0bpDN1E8vQk+i+EOS8miFIDoqAiYtjKCg6sbWurWRreOrVGvdQ+MG9IL1uaGqNWyO6aMJpc7+vi36tgOem160tjMUb1eM2zZtRf1qlfA6AHdoVKqHuZ8ErBi5+QiZUXlC7SrG5LInPrdTH5y5yJqNDCkl01NSopBroOq6nCZswCN6aP/yP5tGDzR9Zfi6cO7V9A1aI2Fy9ejtUFGi8y34unj+3Cq/TMQtx+8gJYWifmkWJy9/AA3aQ4UyKOA6zdui9aKq0FnYO/giAVkiTKsVRT1m5kjiCxupYqk+WUvdJwMnwuPcdR7Z/p4gm9QnNqR4+QOloIKlaujnbnpD+O0tq1dgukL1+MgvWDL00tl9KBeeCdXBFtWpRVsff/2JYknU8xYuArmNE+ELfTlE7QiQdVz+GTY0nz+egvw3YO+w8Zjt6cvGtWpmoY8NgKVqjeiebwVJs0zMvnuAvzkBxZPkpLidrmBwIVTh9Gz72A0amqM2lUr4OgRfzQ17QS7sUOzzfCPHfLCocBbmD1jsnjO5wVhcuoiplE8pnTpb34y5JQETJ8xA63b20CP4kidyROjibE5jPTSPrQl2Y6Q+/TZW88xdWLae/wcxaIePnMFUyaNJ/EUiL0HjmHChAk/F083L2Hjzv2YYj8V6qoSxqT+5MSSE2IxuN9/CLrzDFaWHREW8gw37j7Fjp074LF+IVxW7kTvbla4cSUI956HimKncvF8aNq8BUbbucCKFnC/3o5478K8tXvgS/HMyXEUg9mlO3TKkjcD/e9t7vtE0WfZpgWunj+Jbr0Hwqrrf4iPCoG712F4+x5E9YqlyQumG+69+gBLizbiQm3jVpZYMmd6ejcbVyxC/2Fj0XPQGLitWvjdyCLfPEev/kNQrmJVxIaHYLf3QbjvP4iWTRuQF4kv+g+1Ra++A/DmyR34n76EQ/6HoaGQgL59+6FslVq0MPcMe/2OYvd+XxLF5IHjOg++AYFoWK8WdmzdhOq6reG+dY04n0YO7IViNQwwaWSaR8iPNhZPktwVX7Vh8SQlsGza/Bq5JZlZ9sRBKkZZq8oXFyTxoXjUGz1HzMC5M8dQKH+av+vMicNx/TXowTSPBIcxRto5o5OZobj607xxXcxYtgOmzerh5tUgzJ0zBxev3YXdDBdyuTMn8WRF4kkvXTz16GRCH/xd08RTp9ao0syS3LgGkRD7gDatWmCkgys6kIXlGQkQC0qg4E4fnwWV4mHWzgKrtniiXtUy4ipSR7Jm6LXrgwnDeoviqcsIR/S1NhfP97N4WuQ8DQ1rVEDZOs1QndzVkijoXIjh6tDZBuWL5YepqRnmr9kJ/bqVaa9UdCVXwqoGlhjf1wL6xm2xasM2NKKVKGH7kXjyO3AIBTVU4Ll7OxYvXYEEioNZs269+DC9cuEM5s6bj+t3HsLBaT6sLVqTpcUFHifv/FI8edDDTzUxHK1M26FWfV0kxERAUV0LmzauhVoepe/EU6O2fUhI/SfGK9lYdkCDllY0/v/QqY0R3n4ki1eZogh+8BQrKAFDvRpp7m2ft5H9u+NRlDJ83Dd+N5Mf37qAxi06Y+e+XShBgqZEiRKiMBQ2ScRTDLk+Nm7eEvOWrYWp4RdLjbD/t+JJ+E3Iqvfo4UMoKqvi9aPrGGI3DyeOHER+Kqqa4Zz72eBtqhZcZ45Co4b68Dl1GbUqFBObTLUdgnsRSti1YUn6LoLg2r3PR1yJrFa7Pnp0s/7ugySAEoAMGjURK+l6t2qWtho7nayul55GUbxWmithyNP7otveis17oV+vKj5EhFJ8oCV0qjTG6sXzvrLoAVcvnIINubrazVqAXlbt088lOfodqtTSxYpNW9HqD1d9WTx9N1X5h1xKIDkhGoZN9WDQoTdm2aV91CfEx+FdxHvoUOZYYZHt9OlTePT4GSpWqYEmTRqJLs3hYW8RFROHVPr7ydNn6blQDw3r1hT3j4uNxvFjRxFKruH6zQxQrnQJhLx4hpjEVJQvm+byfP/uHajnLwId7cLkbXAf+QoUwvVL5xH+IR4mpq2RRO7th/2PQKt4aRg21xPjTN++DkEsxaUmfIwkbwpamKpTHw2oz6iIMMwiV3D/c8FYOn8WqtaoBVUlOcqAG4aKFdKsC29CXuAYeTnQwxFGRi2hVSi/GM96/9FjstQXxInjx6CQRxMtjY2gllcFkeFhZL34iJj372hB6hktGLVFyPMn5LpdgixyefH4wX0U0NJBfk11hL0NQcDRY1BUUaNjG6FAPg28p3MKCDiKxFR5GBu3gopCMiXWGY/Am88xc5odatWuDTVlebwJI/evsmUQ/eE9XpPVrxx5aAhu5nduXMP5i5ehrVMMavTOKFepCorQt8Sz5y9QsVIlREWG4234ByghEcfJDbxK9Vpo3KCOOFYh++m5wNP0znqEUqVKi/G+1WvVIbfnL7E3uzYux/QF63D46FF6N6W52b198xqFtYpiiYs9Ttx6h33bVom/t2nRBPVa2WDWxMFo1syQxJMzLM2NMtwxYyjsQFWnKpzJc0F4D0VGRlFG1zS3aivzlshTora4iDa0txVUS9bDAlqkE7buHU1QlhZ/+1g0RfvO3UmsnEIZcse+RIue1t0H4sSFyyhRJB+eP7iFfiR+KlGSo2ioY+PqNG+Gr7dEmrfvKf65MF1PYTNp1gBVm3eCq5MdrNsaoXbLLuJ3kvCdYtq8CYwo8dCEkX0pfvQ9WdhoATw5HkbNmqCxWXe4TB2Hd+Qir0mx1EIM9iGKHe4+nMINrtE1IbfE3VvWwm33IXh7efxUnLN4+u4S/foHFk9SAsumzZPiPpB5txHqt7TECnpgC1sSxR08efICSqkfoWdoRqsYAWhcRxAOyWjbQg/6HfrDblgPEk9GJJ5c0sRTLImnJnUwc/kumDStK8YUCUkNNtODZtGWQ7hyxh+DeneDXIFyWLVoFgQLg7GBHqwH28F2cC9RPFVu2glTxg4WxZNZS0OMnO6Kjq2bidabDp/EUyGVRDEZwLR5q9GFss1Fhr6EXhNdzFm9E+1a6qF10zqwHjYT/bumfagK4ilBo5y48tPR1BBN2vTAxJH9M1ytcMGSQJanUVMXoI9Ne0S/D4Nuo4aYtsgNZk0qomlLc6zeKIinNKvBj8STr99B5FNVgKJSmhtCO2ND1DNujxl2Y8WXgJCgYrHLDHgcOkOuef7YuNQF2w5fxxGvHWL7n1merhzdgzUexzCghyVSKQuesZExxQqluaZ9a3lq2KY3xgtWj0/iqbFpV/Q0awjzLn0xcMBAenjKo0FjPVSt9H0GPz9KXNFryAR40ziEzHbCFvLyBRToRRpDroO6Rja4SjFP2hTz9PWWQTyRBevFixcoUEiLXtxp4krcUuLo46ARxlJ67m4dTDPsbzdqIN6iENZRBsMfbcNoFS9RvRTWUEyUUOhbifimJcJIRSfKdleqXiuKk7JFc92G6DV6JmWvsyTDWyyM9BvDaog9hvXp8sPj/ujHc3RdBo+cACfXFRni//ZsWY1p89fi5KlTKKSpKia1GD7JGUFXriJvajT69u6FPNoVsYqE09fZ0e+Te0r33v0xeNwU9O3aKUOXYS/uQ79VB2zbtQcNav1ZGn0WTxJfWm6YwwncoGQ2aR+tp1GtfIkMo01OjMfIIf1x7UEImtSvhYDD/mjVsTvmknXH290Ndo7zUZkElaaaCgJImKzZRO8wg0awo3jMm0/DUZWOp5qvKKZPGS9mBb3+OgmbV8wX+7Bpb4wm5r0xemBPdO/SiWJ/Q1G9WmUE3yRLuU45FFJXgQIlWTpOH/dTnBfRc6ADNq5yxdzFq1GrVm0qRaFCXgsnsHzDdpQrpICe//XF87APaNFMH1McXRBy5ywmL9iMiycO4NnDO+jdfxBq0rM04cM73Hv6Fjt27YJC4nsSA82pPEMNikHWxmXyFKmjb0Yu4fMR4OOOMZNnijG4Qqzr0kXz0L1DSwyfvgIdWunBzKABeoydDRuTJuhk2QlFS1eFArmXG7ezIQuLAXp2tYacmhby55VDg6amqFOhKAYOGojnoVFo1rQpJtg7iN4Rrm77cch7D46Tm/X0Revhf+gALp86hOFj7WFi1gbH/X3wKCQSHvu8aEEwDINGjhNd/C8c2Q+bgePputSGpoY6/MnNbvn6LWjXqhnWL1+ADTu8YNyiObZtdkOBYmXJorSTEsikLZAJW/dOZihcWZferdO+m+GLSGycvB2eLp46mRqgukEnOE4Y9EPxlETudBZtTdF1qB16dMr4nhLeN22Nm6EG7T9n2lg0qlkZk+evR0eTtLIbi53tcfTGGwzs1AwzlmyjzLD+4u+CJayViSlc1+6EQeNaGNavB6romUP5PSXluvUaW9Yv+/WdmUrfOw3rwqLfBIwbaEnisRFWrNsEA90G4n5TxgzEk+i82LrGNf04ibEfYNBUH5b9x8KWsg1/vXlsWQP7eWtxPvAk8qurUthDIKz7j8GBAwfSvYu+PV9Oz7wAACAASURBVCEWT1I+PFk8SQksGzc/Q6bgHr0HoFzVOlQPiR78d26iaJka2EAmZfvRg+F94jK62Vgh+BqZvl9EkL/tHhRRk0OLlq0xcrIzxbEYkXiKhn6DWpi30Rv5U0Ixb9FqNNJrTNnE9qJyQ2Nym5tGK/duGGI7FV279cDLZw9w/tw5DLObjbEDu6ObhRGqGViniSdy2zM1NsDIGUvoA1kQT9fQnlwAd+/3QxHVJKqF1ARKmsVh2roluQmcRpxSQXjvcxetMePoYeF/4S6db2eMGD0W00b0RAK57S2lmKeD+3Zi5AQHdLTqAh1aBboZfJ9Sc09CKYqVakrnmqBUAG1MWuPezSCExSrhoJ8XkqNewcDEgsTTdjSpW028yhuXzyG3vavw20txWAHeYsyT/+EAbKHfbz97h9KUinvbtp2YTS9IjeRwrN3igTp1a8OHuDUwoFitGZMQeMQbHbsNQLf/elMK755QjnmFXqOmizFPcWGP0dKiG/bSeBPfPUAr886o06AxrUIqIiYugV5IE8mtMC3mqb5JLxJMvWBp2hRN2vdPF09dOlmQ5cma/m0DA309xCIvylDWtw/v6aXXyhyTKBV0BjcQ8oUfPWwgdvsehQm5RSrLJ+PSlRtwnLcYNUvkIbe4DpQw4hp0PtVc+jzd08TTAjwIvoyPtEppQm6FYx2XwJIE9ddbH7IEFq1lDJcpaavCwot2v88hBJ4+gegUFZiSWB5hOxHKiZGYM38pKlSsgIvnz+IZ1dPasnUbZayjlcR5s3Dh5kNUr1IJly8E4gF9qOzavZtW8Upi3dJ5cKI517U7WdBuXkbIh1SKM9uFgppf6kf96hb9EP6GRHhjRCWponXLZmRJjROF8MSpM1CmcF6YmZpCKZ+O6Jq62303ZQSchhH9umGOw3hMmkmxXFY2tJKbB7G0n6FpewyklOStmjZGUHAILDu0oQUJITOkAgaPGE3HqI3zlOJ8yLipVOMoADpSpLj/egwsnrLxQ5dPPVMJHD+4lxIW2SPo2nUUVM/oCnbqkCcltZlBlqeT0KJYDyHJj6lFF5y8cA3BgT4YQ27XfrRoJDxjxlPm2QgFbawjzwA9WjAc7rCQFqmEjJ1CjlM5zJsxETffJFMimjTx1K0DuXW3+Q9jBvZAezNjFCe39JULZ+HhrcuUudMIbnv8yLVXDwtn2SHwzmt4bNsAt5ULsIC8HA4dPoJihfORdWA8Ai4/xhFfD+xYvwTrvc6lx2r6eWzC9GW7cOG4HyYO60NJcHSwgspupJI7c9s25BrfdRD+s2yF2jWqwXn5dlpQNMaDmxfpndUJp4Ku4sWNE+jSdyQtih1Bg9qCVwVg2KQWRjuuJPGkT4ltaNHJdg6aVtVGe8uu2ELnW6NCmvh88/yRGDvjut4dTetXoyyXYg4XbFo5H15nguGxdZ0Yv7l/5wYs3+YDf++9OHZgD7kzkyWIxNOMcUPEeOO5DpQEyM8TzuTmHEAeBELJiWFj6R1I4um8/15Y9htP3wKBKEPxR3aj+iNMTgtCNtqOJGS6kLCysWhF3O3wJDIVyxd9WWRLpWLjRnr1SVhMJPHa7bv5tHj2VGzcdxJTxg/HmeOHceDYOcqo6osqJQuiuaHxd5an9+GhMDZshvnrdsOwUdoC4uftTIAPegy0pef1UVQrnY+Eak2s3LqXQgHSinhvWj4Pmw5eRO82jbDR5zyO+aZlUf1I7xVjcud2WrweagmvMWuxG3z378byOdNw/kEkNpOLeDxl731P6cAFvnnV1L9kBqb9D+zZihGTnXCMrHL55T+iIcXJbtrujsZ1q4vHX0Dz8VRwGDwp3vbz5uW+GWMofODoCYoD/yoZkWAFbUPW0EatrDDrU+hEZMhj1GtqBl/KrFv1qwRSX4+dxdN3U+vXP7B4khKYBM1T6Ga/cPMlwj9SsdGv80j/Yl/hhtJQlYNu7TKf0lZL0NEfNHl8PxiC9SSMzNSVq1WHmYmJaMpPIHe8A34+uEoZ8LSozo9Fh44oRgUtBXe5EydOoGK12hTTVITChJJxjHzMa5H7lKaqPLw8PcXisRVoNayDhTnUyRIhpPw+5LMfF67chKGxCb3kyFKjVghVKpTBBVoJ0ShcnKwi5elYSThJ7gcVa9al1ZDCYpa8U4EX0MygBT6EPkP7Tp0x0cEFzynrmTxZRqysrcgEnWbifkeuB5u3bIWqZmHyAe6Nu9cvIklBFXVrpQXlXz4fiMPHjot1eSpVrQHzNmaIiwqFebt2GDXJEaGUfTBJjgJArazFcSXSatRxSqZRv7FuurvA04d38ex1BJrpN8FJf09MmLEIB8nvODb8JfZ6eiE88iOdqxG5aeiShS0C3t5euPfgCXGthY4dzCndu5KYmtybxNS14Cfo3rMntPOp4OzFG+QaYYQ3jymbW6eeFPN0EN6bXXHzdSIWz3VECrkRCCm9vU7fpnpW+3H9wmnk0y6FSuVLU/KG4yhYtAwqE0vhRX/uzGlol6qAiOd3MMbeCRs2b4dOIQ1alTyBfoNHYYfnIdSrVjbDTEkmi+OxAH+cPX8JKuoaFNPWAk0okUb0h3B6EJ+jFbTWyPNVzR1h57e0snbp2j0SFy1x58pZdOrWH54HDqNymS+rg0I7d7cVWLr1AE6RaBS2axfPk+XmupjSXXgBx5FVqU27DrTCqYid23fi2csQlCpTHu3amadnPXr25CGtaPrjRcgb6JQoBXPzduI1EjbBuhdwyBeBdO5CBsiOnWgVtYjk2ZLiYj6S7/ghqmkRLbp0CumwFSi1fGszcyrgWhChr19QkO8e0YVHt2kLtDRqKp63ELx78859sf8U2kd4blak62yg10AM0n0bHkHXWijqm0r/J4/m5OpaoUxJLJ/vKCYM2b/rezdJSW9fFk+SkuJ2OZ2A8HHbvd8oBF66hmKF1DMMdxl9qB658hKeO9M+MKMFrwf6SHZctg1Jr69jyRYf7N/rTgtG9DFK7t3n772j59VyeO7ajBnOCyiDZgNMmjQJNapWTBNPb0k8LU8TT91JPDX4JJ7atTGBuU0/DOplTe59T2ghyZhcia/R4pw6tq52hUfARXi6b6WkPHNx6OxtuG9zE4/h47EFsxauxRl6B+5ctxgbvQXxlOaRIIqn5e64cMyXXNkNERIZL74vhS349k2KV6ZEQGQhMmyuL5aPKKeTDzHkOtecLBPz1ntC7t0dOC7dDJ/9nlAVBkhbCxJPoz6JpzYknrqNmoUe5HY2w84W+/yOwdTcAhPG24pZQYX3zoZte9DcqDUmT5qAYuSeKHheCO+gPds3/lQ8HTl8AG5L5mCr9ymqezcP65bNxxtakNzhtgrnSTwN/ySezlKdwBGOq3At8Ih4bsvmTcfZ4HfYtn4pBvfuiiS1YlSr8T9MGDMKzcxtMGmU4K72aaPYZCGGtlmHAeSm/dXvn/68dO40ys66Ex3bmdI7oTisKKlDlYplxXpyRi1NvhNP4aGvYUgWvzU7D6JJnYrp3bwkN+327Tug76gpGNa3K9X9+Ihq1WqSyHJHG4O0WLG1rs7Yd+YuepnWx5LtRxAY4CX+/j4shCxv5phK7vqr5s2AsWVv2JD3xbJ5M3GNEjxtXL+Gstf6Y9HSlfTeSaU6gV0wZijFLdP2UIj1pn9PclyAHp3N6dvnBVn/WmID1Q7Up2QfwiYsRl59mYhdG9MsWPconqxj526wp9qT3cgq9/VmbzsUZ2+/orm+m74p0xYYYiNeoVodA+w7dBB1vgnb+Lwvi6cMGH//DxZPv2ckbYsUWt1f5nEbd1/GU1reXyWH/HJkCs+gLHJyGG1Tl1yWvskhLe0J5ID2IWSxaksPslVbPdGIYpgyYxNSXZuRiJq/ehcMGqat6EiyPX38UMzOd/NJOK20eWVIny3J/j9qE/omBJvWrcSm3ZQ9KPAcXCYOwKXHH+A8YwoUyIQ/z3km1ItXxdqlkqXgPuztjmHjp5M1ZzG5nxSHF6V33+13HD5+fuSCl/Ej40/P+fN+DhRAXKh8PQpC7fndoYSECuYdrbBk3XY0rvXlxfT/9pkd9xeCnFsbGWLQRGdKtmL8x0Ng8fTH6HjHHEbg1ZO70GtujCXrd6A9uXx9vW2g5Dzb/ILI+uEh/hxBRbQNyeVsw94AvL51HEs2e5PnAtWOo0J1C5ym4sL9cOwi8SRs4WFvsGzhPHgGUBmHk8exZt4UBD2LxfZPblJWbQ2hZ9FftDx9K55atzSC14krKEsZQDevWoR9xy5j364tonjaf/wKPYvTBNKujSuwnGJ4Tx71x7Y1i7DRN+gbyxOJJyrT0IHKfdQy7ETZPwdQ3b8YsfSFUELj7avntOhmiF0HAlGtjDaiKMZUt1ETbPU9hcgH50g8bYKP137kFQZI27fiqetIR3KbT3NTE7LLTR4/FkpFKlEturR4nBdPH2HmVDs8/6CAA/u2kefFXPgE3iUr2vqfiif/gwfg6jgRF+68RH41ZWiXKIMxY8aIhc+/E08zV+La2QCxr6VzHXD+fiS5oVFShV42SFYuiNTEGNRt1BSDB/UXi49/vY0jS+HlJx9w1DetjISwfa4/mea2J8Q8rc6wz8/E0wfynGhJLoJOy7eipX5aFrzQkOfo3r0bmrXpgqnjhqcfp3XT+mjTyzbd4mVLAi+5UBVYGVQjkeWAy9euQo30yWMqDt+hkw2Wk6vdzAnDEEex0Irkwv+cFgLfvSeXb1rInGFvi48keFOolIgaLVoK7ouvnj6gjLnd0bnPcIwc8Ol9Su7v9Snma8zMxeRWaCKeS+8u7VCyjjEcJ4/Gc8pIK3j12PQfieH9M76DF7lMpzl8ATt2bEOxrxYVw57fQyPjDjhIlifBg+NHG4unH2L5+Y8snqQEJkFzQTyt3BtMmVikE0+lSDyNsK79VdFVCTrLoU3ev3sD5zlzyWd64i/Ta0oz/I9R4XCm2lG9Bo1FlXJfCnL+7hjum9dil9cRjCbXv2aULCMztjNHD2Iexdz06D8UndubinWtli9fjlvBD8Qiu3XI333AwH7iqqAkWwpZuLZvcYM/+dXHUmHfEiVKoy/FP9WkbFSZuQnWwnv37qNshUr0gvtxuVwh00+pSrWg3yhzWGXm+cvyWBFvXmLTLk/07deX4ixU/7hrFk9/jI53zIEEJlNB7Z1+ZOlYuoSsuyUozoZKPdDHd1vDujBu3Q6O85dR9rH6ohXk4Nk7OHX0APZvX4vl2w+QZWYvJUMg8TRrClmewuG+yRXuHt7QJ5F159IpTJg+F0eOncIZv20YPc2VPCv24Pbl0xgwaChmkTgZ3sca5matYG7dD4P72ODVc3K9NmoB39PXSTxpkrVmPomnK1SqYBu2UMmD4eT2u3D5Ohg2rokBvXuiiZkNnKeQ5WfbOjjMXYOd7tspKUUZyha6HVNct+ESxQ8JGVqXbvHFZrf1lMBJDc+fPaV011WhmBKL2tUrw6hjbzhMtoXHppXEIRDnzp3Eca/t5M63Fb7e3lATBkhb84bVMMZpLcUT60OwPPUc6wLDehURdPkmmpLlZQMVND95OxRuy5zJ6yKQrOWG8Car3QZygTt12Aue29fRmLfCbf0qlCtfHof3babz8sFh3304QW5708lt7xCJp5njB+HM9WfQp3TcefNqUKpwIzTXb4RzJ/xFt71zlDr77IHdGOqwHDcvHBfPbQm52p27/54sdfMpW50ZFDSKkTdFKRQoUASmlIJcsP59vd25dgGtKaFS596DMPC/7uL70t3DC5OmTMPu9Qtw+OprChdYl2GfhOhItKDkF6MpZMCK3Bw/b6mJcWhvbgbzHsMxqKcl4iihhwUtqiZrUF1EskimkGeGimpe1KheDcvJirRqx0HyktiCyFcP0XfgcKzbsRd1K2hBV1cfvYZNongsU7hQQfkXH5Wxj1wbhU3waBCShriSG2fQw0hsI+H87RZF4r6tGcVy0ULkdBJFiZTMJK+6JpV7qUwiaSR8yGVyq9saPLl1EcNt7bHT0w9VSuQnq1kzKjivi2mTxpDHEDnqa6Tt40blUMaTa+qy1aspHrAkeXkk0nWrQOnK8+PymSPoP3Y6DlLMk9ZP3MdZPEn5sGTxJCUwCZqzeJIAkgRNPj+AJGj6d5vQg1D0hJfQBVPSk/nR+ITVNKGfP+1LOKbwnzytevGWMwiweMoZ15FHkTkEhKRFgovYTo/9iE9KFTOzjRs/gVbrq+LAfncsWLKKMvAlokS5Cpg+fToqlSstfsj7Hg+CwzR7KJIziGAZuh8SjQkkxKZMHIcz5y9TYjsVDBw6GlbkbiUkM7KfaIvjgZdgYEwfuOryqNnEGO2ovuBMKlTeqLkJxes2QwRl8bO3s8P0uUuglT8vjh7YjzNXH2AqiZuNFPO0Yac3alariqCLF9FQzwBzXGZBg1zbI0JDMHTIYNx/9harN2yGUuxrbNxzBItmzxA/ol3nuMCPyi0o5VGBNmXwc5rlDHXFRLQwbErpx7shiFz/FFXV4OQyh0pJ1KIi3yfg7nsMM6i2k7IwQNomjR2GDj2HUwxvVVE89RjjAjP96hg1bCSeU6a8/AW1McvFBaW1NWA7ajTuPXsJNbX8VODdAXrkLiYsYA6mpBGPKQHEwiUrkDcxFB4HT1OmwCk4TuLJgbLf+R/0g8u0MXgQEivGggnu9IsXL6PSDO6ooKUC1+VrsNDVlYTpGaza7oOlC9JimXw8tiI4JAZjKXa5e1crlKpSH/UpOcO9W9exncSs96EAKh+RsR5l0JnjcJ49hzIOUrIiqvNkbdMdIwb3g9fuzbj+JEqMefp6S6b6lZPt7NGB4qj1GtbK8Df7sUMQjoIUt+aE18/uY8CQkUggdzoyC1Hx7kSUovThSxcvggoSKNvgFPiTO7sqCap+g0eg16ekQKcCDsLRaTY+xMSjUrU6cHFxFN0dv968d2/B3VcfMW7UkO8m/4PbVzGK4n+TU+Wo22S67omoXKseFi9aiKToCEyZPIFc/K9DVU0Tw0bZorOFKR7fvSGeq5KKKrmOJ9E+CahYqwElWpqL2TOn4cDRM2KtKaEAOck3TKBYXhNK2LWBknIIVtD9u7f+9CZk8STl84nFk5TAJGjO4kkCSNyECTABiQiweJIIEzfKZQSERSIh/lDhm4UiIeZWKFMgZIGVdBOyxgoLTt8uOgnfR/LyCukFUyU9ntBuDWUW9T9PCRe2b0p3Mft6f/H86WNdQeHHFnwhvlgY3+dxvHn5lGrMGWPvkSBUKFYg3brxq3MSWAgZbw309Cmr7FrRJVDoV/jwFmI9vyzSpVLmXBorncu3cdoCg6/PUVhIdFu5ENu8T8Bn73Y0oJjluas2ijUTY8mK06KZHkZMWySm9f7d9oSSRBkYd8RxSipVlmrtPQy+DrO2Fth94ARqVyr1w93/3wVG4aAXKUve0IkuOEwxW/nUvsoY+5MTFhgImXS/ZSOypGuo+JNr+Lvx/+7vP+v3d/tl/Hsqulu2RTOLvpSltjOLJ+ng/bw1i6fMIvnlOCyeMp8pH5EJ5FYCLJ5y65XncWdnAlspPXXAhTtU4yctrur/3UJfv4S1VSes30UZA0k8SbKFvnqKgQMH4n1yHuwi17Mi35SgkOQY37bZtn4FZWdditGTponJHtYsnQ+3nftQqmRJijN7h2p1m8DJcSoVz00r5/GrTajLNYUsfGev3EYxqtP19s1btLPqgdFD+/5u1//r70Ja++FDBsFmwFgxtXhO3l4/vYeRE2dgxaqVKJw/YwmSr8fNlicpZwGLJymBSdCcxZMEkLgJE2ACEhFg8SQRJm7EBP4pAjHRHxFH7oMFC0omdH538oJr17uwdyhYuAhZ2yRLRJWSkoRXlNFU2OdzwfPf9fO7v7+ngrcxsQnQ0Sma3vRj1HuEvHmD/AUKU9bUtIy40mzvyP0xnAodaxfVERMpyGITvn0FK9rfshrJYgyS9PGtBfNn++Rq8ZRMpue3oWHQ1tYmU3PazRX9MQo3b9xEHvV8VNSNgg6/ru5If2fxJMn0k64NiyfpeHFrJsAEfk6AxRPPDibABJgAE/ibBHKteHp49xZmO8/C5QdvcPywLwUlqopVj23HTcT76Fg8ffQQBm0s4Tp7egb+LJ4yfzqyeMp8pnxEJpBbCbB4yq1XnsfNBJgAE5ANgVwpnlIo9eIi10WUmSUPVq7airOUujK/hho+RkUi5G04KlYoh7PHDqInpUU+dPICyhf/khGExVPmT0wWT5nPlI/IBHIrARZPufXK87iZABNgArIhkCvF02e0LykwzMS8GxXdPCGKp6+3axfPoFvP/jh8JgjFCn7xKWXxlPkTk8VT5jPlIzKB3EqAxVNuvfI8bibABJiAbAjkcvF0h8RTzx+Ip1QM6W0D+cJVsXz+9AxXgsVT5k9MFk+Zz5SPyARyKwEWT7n1yvO4mQATYAKyIcDi6QfiadUiZ+w5HAT3ndtQQDPvD8WTkGRCyFmfk7c/qRsqIJEGi1A3ITkpAas87+L+q3hK0CFZVhwqS4FSheUwrHNNKCsp5fhrkZPnGY+NCWQWAaHuzBvKYlWwYEEo0XPhV5vw7Mkpz3DhRS6MRVPz56l1M4sxH4cJMAEmkNsJ5HLx9IAsT13J8nQ83W3PfdNqbPQ4CLeNG6Bd+PuUmYLlSVjZLEIVm3PKi/fbm0D4qPhISTOOX3oByrApccG7lJRUlNVRRcMaxYmNZCLos3ha63WfKpgnSCeeCslhSKdq4kdSTr0Wuf0BxeNnAtIQEJ4nYWFhKFSoEIsnacBxWybABJgAE5CYQO4UT6nJcN+xHYHnz2LHTk/816c3Ona2QVG1ZOg2NYKBWQfUqlIOH6LjYN2tJ+rVrJIONLe47YVHfsDCXcGIjAFViZZsPiWROahpdQ10M61KO0i4E7Vktz3J+HIrJsAEfk+A3fZ+z4hbMAEmwASYwJ8TyJ3iCSkI8D+EJ89DoKaWF9ExMWis2wwltPLhyNFjVNAsnuo5JSEpGTBq2Qrly5TMdeIpgsTTEo+7iIyVTjzpVdVAl9aC2GTx9Oe3Je/JBJjAnxLI7uLp6aN7OHnuMjp36gjVPCoihgfBt7DT3QPxyanobN0VtatXzoCH3fb+dLbwfkyACTAB6QnkUvEkPajPe+QWyxOLpz+fI7wnE2ACWUcgO4snv/27sWrdBpy7/gjXL55F0SIF8e71M3Tp2hOmFjZQTorAZg8/eO7fjxLahdIhs3jKuvnGPTMBJpD7CLB4kvKas3j6OTDBbY8tT1JOKG7OBJhAphLItuIpNQUXL16ChqYKenQdAK+DftDRKoTt61dg//HL2LVlncjJqq0xLPqOQw9LMxZPmTpz+GBMgAkwAckIsHiSjFN6KxZPLJ6knDLcnAkwARkSyLbi6ROjqIgQGLZoD9/Dh6BDlqfZ0yfhdYImXJ3txBZ2owdCtWR9TLUdxOJJhvOKu2ICTIAJfCbA4knKucDiicWTlFOGmzMBJiBDAtlfPL0i8WSRLp6cptgiQl4b82dOEClOtR0Kea0amDFxKIsnGc4r7ooJMAEmwOLpD+cAiycWT384dXg3JsAEZEAg+4un1zA0IsuT/0HR8rRk7kxceRSBjasWifT6d+sA3fZ90c+mfQbxlJSUJNZ5ytqyDakIi4hGbHyyxCUuMmtKCOPOp66CfBqqUtUazKz++ThMgAnkDgJCSQzB8qSgoAANDQ2pB/2zGoNy9BATq8fmpCKEn+mweGLxJPWdwjswASYgMwLZWTyFvHyBe/duoU//UVixegV0GzfBwxvnMGCUnZhIIjUqBMNs7bHDYx8qlNLJIJ6Ed1NWiifhfY+UJGz2C8b1JzES1+zLrIkhxNy2bVwExo3LUbbcnF3APrOY8XGYABOQnsBn8SQUZWfxJCE/Fk8sniScKtyMCTCBLCCQncXT1g2r4XUoAPFx8ciTVw3devaFRZuWWL9yMbwPHoWikgp69h8MC1OjDGT/nWx7ydjoFYzLj2KgpCB5uYrMmCaCeOqgVwRGjcpmxuH4GEyACTCBnxLgmCcpJweLJxZPUk4Zbs4EmIAMCWRn8fQrTIkJ8eTOoQglJYXvmv0z4okK0G/0CSY3w6wRTxaCeGrI4kmGtxt3xQRyJQEWT1JedhZPLJ6knDLcnAkwARkSyKni6VcIWTyBitqngMWTDG807ooJ5GICLJ6kvPgsnlg8STlluDkTYAIyJMDiSYawv+2KLU9ZCJ+7ZgJMQFYEWDxJSZrFE4snKacMN2cCTECGBFg8yRA2i6cshM1dMwEmkFUEWDxJSZ7FE4snKacMN2cCTECGBFg8yRA2i6cshM1dMwEmkFUEWDxJSZ7FE4snKacMN2cCTECGBFg8yRA2i6cshM1dMwEmkFUEWDxJSZ7FE4snKacMN2cCTECGBFg8yRA2i6cshM1dMwEmkFUEWDxJSZ7FE4snKacMN2cCTECGBFg8yRA2i6cshM1dMwEmkFUEWDxJSZ7FE4snKacMN2cCTECGBFg8yRA2i6cshM1dMwEmkFUEWDxJSZ7FE4snKacMN2cCTECGBFg8yRA2i6cshM1dMwEmkFUEcrV4unElCGcu3USfXj2goqwkXoNHd29j3cZNeB8dA4tO1mjdolmGa8PiicVTVt2s3C8TYAK/J8Di6feM/loLrvP019DygZkAE/h3CORS8ZQKt7UrsG2XO4KfRuDmlXPIp54XUWGv0NnKBoZtOqN0YRXMXrgcazZth269GulXjMUTi6d/5/blM2ECTOBbAiyesnBOsHjKQvjcNRNgArIikCvFU3JiPM4HXYKmhhK6dR+Kk2eOI7+GGvbt2IA1Ow7ggNdukf+YgT2hVrouZtmPZfEkwYxMSk6BXlUNdGldhVrLSbBHWpOU5ASs3BuMe6/ioagg2X7UFUoVlsMI69pQUlSUuC9uyASYQM4mwOIpC68vi6cshM9dMwEmICsCuVI8fYb78mkwTMx74HTgCVE8ynOJqAAAIABJREFULZ7tgCvP4uC2Yo7YZM1CR5y6G4EtqxeyeJJgRrJ4kgASN2ECTOCvEmDx9Ffx/vrgLJ6yED53zQSYgKwI5HLxdIfEU08STydJPOXF/BmTcC9CEWtcZ4n8Ny6bg8OXX2H7hsUsniSYkSyeJIDETZgAE/irBFg8/VW8LJ6yEC93zQSYwL9BIJeLp4yWp9Wus3E46BE8tq0Rr87sqWPxJrkQFjnbZxBPwstZS0sLqamp/8ZVzOSzkJeXw7uID1ix7z4iY+VA/5RoS0pOhW4VNVi3rIiUVMl2kpOTQ3JSAtZ43cP9VwlSu+0N6VQdykpKOfZaSASeGzEBJiASkJeXh/B8LlSoEJToufCrTXj25JRnuPAiF8aiqamZtTOBLU9Zy597ZwJMQCYEcq14iv74EffvXkXnrkPgd8ALFcqVxcWT/hg81h679/tCR10ObdqYY+SU2ejUpsV34klbWzvHvHi/nWmfxdPyvYJ4og8SyXQQPounLq0qSSWeUkg8rdoviCfpY56GWtZg8SSTRwV3wgT+fQKfxVPBggVZPGXF5WLxlBXUuU8mwARkTCB3iqfUJMyeNROnzl2kVcpQFC1WHP/1HYLOFiZwmW6HI6cuQFlRAXX1W8Bx6iR8ncOAs+39fIay256M717ujgkwge8IsNteFk4KFk9ZCJ+7ZgJMQFYEcqd4Irox0R+RkJgERcrUlpSUBFXVvFBRUaa/pCLk5UskQwHFi+t8lzOOxROLJ1ndnNwPE2AC0hNg8SQ9s0zbg8VTpqHkAzEBJvDvEsi14ulPLwmLJxZPfzp3eD8mwAT+PgEWT3+f8U97YPGUhfC5aybABGRFgMWTlKRZPLF4knLKcHMmwARkSIDFkwxhf9sVi6cshM9dMwEmICsCLJ6kJM3iicWTlFOGmzMBJiBDAjlRPF27dB5ePn6IT5GHRYdOaFi3ZgainG0PlLAoBRZ6RWDUsKwMZxt3xQSYQG4kwOJJyqvO4onFk5RThpszASYgQwI5TTy9fHQH3fsMRp+Bw4HYMCxduw17PT1RSqdwOlUWTyyeZHiLcVdMINcTYPEk5RRg8cTiScopw82ZABOQIYGcJp6CTh7CuOmL4O3jA+WkdzAw7YxNW7ahSvlSLJ6+mldseZLhTcZdMYFcToDFk5QTgMUTiycppww3ZwJMQIYEcpp4Sk1OxORxo3Hn6VuoKqZC39gcIwb1zkCULU9seZLhLcZdMYFcT4DFk5RTgMUTiycppww3ZwJMQIYEcpp4SkmMh4ujAy7eeICPUe9Qu0kLOE23h4qSAlue2PIkwzuLu2ICTOAzARZPUs4FFk8snqScMtycCTABGRLIaeJpx8aVcD9wFvvcNyMpPhZtWrfAf6NnoHtHkwziSahXqKmpidTUVBnS/tKVnJwclUlMwia/+7j6OBZKX1eXl8EZJVPCiHZNCsO4UWlKHpE1DGQwTO6CCTCBLCYgPOsE8aSgoAANDQ2pz0bY/0fPaTn6UXxy/ayB1D39QzuweGLx9A9NRz4VJsAEviGQ08TTxpULsXX/SWzbvB4p8R/Qq3tXDJ7kjM5tWmQQT8K76d8QT/dw5VEWiqfGZZDM4omfC0yACfwlAp/Fk7y8PIsnSRmzeGLxJOlc4XZMgAnInkBOE08xH95jjosTgh8+hyJ56tVt3Ayjhg8my458BvEkrFkK4ilLN67zlKX4uXMmwARkQ4Dd9qTkzOKJxZOUU4abMwEmIEMCOU08fUYXFxcLeXkFKCsrf0eTE0ZwwggZ3mLcFRPI9QRYPEk5BVg8sXiScspwcybABGRIIKeKp18hZPHE4kmGtxh3xQRyPQEWT1JOARZPLJ6knDLcnAkwARkSYPEkQ9jfdsVue1kIn7tmAkxAVgSyhXhKSUkhd4Uv/t2ygvOjflg8sXjKyvnHfTMBJvBrAiyesnCGsHjKQvjcNRNgArIi8O+Lp+R4zHaZA0W1Auhg0R7lypQiIUUpUbNoY/HE4imLph53ywSYgAQEWDxJAOlvNWHx9LfI8nGZABP4hwj8++KJYN27cxM+vr64dSsYKnnV0bS5AVoaG0GrcEGZo2TxxOJJ5pOOO2QCTEBiAiyeJEaV+Q1ZPGU+Uz4iE2AC/xyBbCGeBGoJsTHw9tqLhQtdEZ+qhCIF88PcsjuGDeiR6VBD34QgNjEZxYsVh8I3Vi4WTyyeMn3C8QGZABPINAKyEk8xkWGYu2gp6jXWg4G+HvLlk75YYmYNmhNGcMKIzJpLfBwmwAR+TyAbiKcUrFi8EN4HAlCuUhVYWlpCv0kjREaEITziA6pWrfz7UUraglbNXGY44PzVW1QpPQX5i5SA66J5yK+RN/0ILJ5YPEk6nbgdE2ACsicgK/GUkpyIE8eO4dDhQ3gTGoFK9H4ybtUKNatXg2oeFZkOnMUTiyeZTjjujAnkcgL/vngiQeO+axcqVK+DejWr4WNUJKLjEqCtpZXpl+7WxdMYOGYK3Pd4oXghRTRrYYKR4x1g1a4liycJaCclp0Cvqga6tK5CrSWPS0tJTsDKvcG49yqeikBKth91hVKF5TDCujaUFBUlODtuwgSYQG4gICvx9Jll2NvX2OK2HstWrEGJMuWhXbQ4nFycUbFsSZnhZvHE4klmk407YgJMAP+8eEqMicIUB0cMHzcZJbULIuTZQ8xfshaOTrOQVyVzP5pfPrqDjl3+g8uiFahYVBX9Bo3C/GWrUbtqeRZPEtwsLJ4kgMRNmAAT+KsEZCWeEqKjMNNxFq7fuosGunroTF4R1SpXwK3r16FVvCSKFCrwV8f59cFZPLF4ktlk446YABP498VTxOtnGD5+GlatXgONvMqIfh+GIcNtMc91CbQL5cv0S7h/lxuGjZ4MOUUljJ/qhJEDe2bog932fo6cxVOmT0c+IBNgAlISkJV4Soz5gB0enjBt2w5ahfLjLcXKqqprQkNNTcoz/v+bs3hi8fT/zyI+AhNgApIS+OctT8JAFjo54NTlYJQppYOnjx+haj19OE2bKOkYJW739tVTjBlji2Yt20FVLgZr3LZj3uIV0Ktfky1PElBk8SQBJG7CBJjAXyUgK/H08vFdLFzhBmcXJ6goysN37w7cfx2L0UP7/tXx/ejgLJ5YPMl80nGHTCAXE8gW4iklJRnXr17Bsxcvoa1TEg3r1/0rtZ7WL50HzxM34O2xWZwSdiP7IVajPBY52WUQT2/evEGRIkWQmpqaI6eOUEcrPPIjVno+QGSsHCQtq5WUnArdymqwMi6P5FTJYpfk5OSQkpSAtd4PcD8kQeKYpxRCr5MvFbXKaVJ4leQFlIVrVqmUJkoXK4QU4SC8MQEmkGMICM+TsLAwFC5cGEpKSr8cl9D2/3mG375yFks37MYySmikQI+gI757cejMLcxznipzniyeWDzJfNJxh0wgFxPIFuLpzvXL2OftRx/JCkhKjEeJslXQq0cXKEr6VS/hBT52wBOjJzvCfqoD8qnKwcXZGf1G2aOnlfkPLU//z4tXwlPKkmbCR0V45Acs9bhL4glSiKfPCSMq00eJ5OIpmcTTqn3SJYwQdGshtRRExACUVV7iLZkyTdgYaqNpvbL/14eTxB1yQybABGRGQHh2ycryRKs+cLCfjNsPnqFAPnW8ePUGUxxdMngqyGrgLJ5YPMlqrnE/TIAJ4N+PeYr7GIHe//VFY8PWKFVMC8nJSWR9KoVmTXUl/qiX5kL7+3kh4Ngp0Zqh29wQ7duaZeiHY55+TlOWbnuieFJPQVScHJKSJRNqwpknp6TAurk29OqUlmZacFsmwASyCQGZiSeRRwru3L6N0HeRqFKlGrSKyL5wu3AWLJ5YPGWT25NPkwnkCAL/vOUp5v07TJnhjGkznZBfPU+WQ2fxxOIpyychnwATYAI/JSA78ZQCtzUrcSboKpSVlREfHw9Lm94wa9lU5leHxROLJ5lPOu6QCeRiAv+8eBKuzYRRg3Hr8VvUqVkVCfSCKl+1Fvr37ilxfExmXl8WTyyeMnM+8bGYABPIXAKyEk/3bwTBbtZi2JPrnpqqMsVQpkBLWwcF8lMcpow3Fk8snmQ85bg7JpCrCfz74omK5F4Muoh3EZEU75SIBPqvWInSfy1pxO9mA4snFk+/myP8dybABLKOgKzEU+jLJ5jruhp2U6eIZTSEBDQKCor0n+QJbDKLEosnFk+ZNZf4OEyACfyewL8vnmgMke/ewH2XO4qVq4FWho3x9PlrVKpY7vej+wstWDyxePoL04oPyQSYQCYRkJV4Sox5j/9690FYVDwKFdBEQkICevUfDguzFpk0EskPw+KJxZPks4VbMgEm8P8S+OfFU2pSPMaOGQ0o5UVCkgJmTrGFk8s8TJ/lBE01lf93/FLvz+KJxZPUk4Z3YAJMQGYEZCWeUslNLzo6GlFRUZBXUICQ6S9fvgLIk0dZZmP93BGLJxZPMp903CETyMUE/nnxFPbqCWbMWQa7ccOxev12jLMdgUkTJ8F+xizoFCkg80vH4onFk8wnHXfIBJiAxARkJZ6EE9q5aR227/ZE36HjUKmYGt4nKkG3YR2JzzWzGrJ4YvGUWXOJj8MEmMDvCfzz4klIBTtt0gS8fR+Nl89foXL5UkhU0sSi+U6QvWc5pbpOTkZoaCiKFi36e7rZuEUE1Xla8sd1nqrQyCVPH56SnICVe/+gzhOnKs/GM4xPnQn8HQKyEk+P7lzF4rU70axhDYTFKcKgbjm4+56k2k/jMn1gCXEx2LfXA9eu30aJcpXQu1d35M3zxfOCxROLp0yfdHxAJsAEfkogG4gnIC72Izz37sX9R09Rskx5dOjQAfk18mbJZWXxxJanLJl43CkTYAISEZCVeHpw6zLWbPdBG8MGuP8iCmUKK+L09aeYYW8r0XlK02iK7XA8i0xCT5tOiHj/Aa1bmyC/pnr6IVg8sXiSZj5xWybABP4/Av++eKJse2fOnEFEZJToUy4vL4+ChbXRoH5dKMhLbt34/zB92ZvFE4unzJpLfBwmwAQyn4CsxBOQilWLF8B9335ExyahbNnyFIvrjCoVSmXqoB7fuYL+o6Zgl7s7CudX++GxWTyxeMrUSccHYwJM4JcE/n3xlJIItw0bcO/RM6ioKOPKxbMoU10PrrOnZcmlZfHE4ilLJh53ygSYgEQEZCeeSD6lJCMkJAQxcfHQ0ioKTY0fixuJTvwnjfw8tmL20nUwMzPBkydP0NzIDF2tOuDrtUMWTyye/p85xvsyASYgHYF/Xzx9M54PEW/h4DgP02bORH51VelGmwmtWTyxeMqEacSHYAJM4C8RkJV4in3/DvbTpuMdudEJpZ1CQ8Mx3NYOJoZNMnVkHlvXYdb8lZjnugRqCgkYMWwEnJdtgEnzRun9sHhKE08d9LTQomGZTOXPB2MCTIAJfEvg3xdP5LYXcPgwXoS8hZKSIl4+e4Tz1+6RNWod1Kmqu6w3Fk8snmQ957g/JsAEJCcgK/GUkpyEly9fIZGSCCkrKmLHlg0oXrk+ulmaS36yErT03b0Fbnv9sXvHFrH16AHdULphW4wZ2D2DeEpKSoKmpiZSU1MlOGrmNxHc6pGahE1+93H1cSyUFGTrVi8UKTasqYF6VbSQTP9blpvAXCiUXEAzLzlz8sYEmEBOJiA86wTxpEAlKjQ0NKQeqrD/j57TcvSj+Pz4WQOpeqKH8eaNGxD84AkU6QWlmlcDHTt3Jr/yslIdJrMas3hi8ZRZc4mPwwSYQOYTkJV4EmKe4shdT3jdKSkpwW/vTpy69hjznKZm6qBePQ5Gu849MHvhUhQvoII+fQZg/io3yvJXM4N4Et5N/4Z4uocrj2QvngQ3xgJ5k/E+lq6MjBWMYPVqUbsg2jWvQMItUy8/H4wJ/I+9swCrKuvC8EcjIVJ2jN0dM3bH2I3dgd3dOXYgBiB2jd3d3R2IiF1Id93Lv/bBwPmNcy7XC+LazzPPzOi+Z5/z7Xz3WnttViCZKfARnkQMhuQLTzRBBQUGITIqCmq6lFCQXgzd5B4eEQmrNNZIa2+rU1kZnhiedNrguDBWgBVQpICu4CkiyBdDh4/CW19/GIp5iRbNw0aNQ9mSn6FG0Yt/J/P2TauxetMOaQOxQdPW6NSm2Re52W0P0hkwq1RqBITrJwk81SxJ8FQxl7aqnJ/DCrACyViB5O+2R/c8De7TAxdveyEvWZuePvZCnJEpMqazR0U6ONurW3udysvwxPCk0wbHhbECrIAiBXQFT3Fxasl1Q0WmBj09fViQ+4ahOPz0k1JsbAxtIALGxkb/VwLDUzw8pTFLQngqYYP6DE8/qfXzY1mB5KVAsoen6PAgjBg1Hr0Hj0DubBnx+OEdOLuuxcRJk5Da3FRyDdRlYnhieNJle+OyWAFWQJkCuoKn6PBgTJw4Ca98/GCeKhUCg4Ip2p4FWaD0MXzUKOTNod2Q5d9TgeGJ4UlZL+HcrAArkBgFkj08hfi/Rdee/TB28j/Imz0znjy6j3EUbW+pqxvdefH5ksDEiKDktwxPDE9K2gvnZQVYAd0qoCt4CvZ7iz4DhqF9l27InM4W61YtR+r0OVGvdjVkz5EDFma6iwbL8MTwpNtexqWxAr+3AskenkT17N22Ea6rNsA0lSmCgkPQrrMj2js0/jk1R9H9zp89hRMnz8ImXSa0auVAEXQ+QxrDE8PTz2l4/FRWgBXQhgK6gqd7V89h8dqdWLJwtvTaF08ewo5jVzFzyhhtfIaiZzA8MTwpajCcmRVgBRKlwC8BT+ILn3o9hH9IBHLlyglzcwu6V+PnuOu5LpyFzQdOoWP7NgghUKtZpx5yZ8/ySWSGJ4anRPU4/jErwAr8VAV0BU+xUWEYNmgQ3lJ4NxGi2vvJc/QbOhr1alT8qd/3tYczPDE86bzRcYGswG+swC8BTxtXuWDlus0oWKoyxg7ujg2bd6JX714w1PLZXP83T9GoRXu4rd2IfOQi+LXE8MTw9BuPF/zprECyV0BX8CSEiI2OxOWLFxESEY08efMh+x+6O+eUsCIYnhiekn3H5BdkBVKQAskenoLev8LICTPQr3cPbNi0HaNGDsb4seMwbOxEpLdLo9WqOHVwJybNcoZj79546v0IRUuVQ61qFZHQxsXwxPCk1UbHD2MFWAGtKqBLeNqwyg3bdx9Ap16Dkc3GEEExxqjwVwmtfo+chzE8MTzJaSechxVgBbSjQLKHp4hgXwwZMQEOrVriwIFjaN2iAeYtcoGTszOsLEy1o8KHp+zfvhG9B45Cn8FDYW1uiGVLl2HYxFlwaFjrUzkMTwxPWm10/DBWgBXQqgK6gidvj1tY4LIeFUoVhH+UCaqUzIF/953BhNFDtPo9ch7G8MTwJKedcB5WgBXQjgLJHp7EZ547cQiz5i3EsxevkSljFvTsPwgN61TTjgIJnnJwx0YsdN+EfXt3QXgEzp4wFN5hZlg6Z/IX8CQm53Tp0kk3y6fEpE/nyfwCQrB4+yME0m3tco+XxariUDafORxq5oE6Tt6ZNBFqXhUbBZddnnj0OpruSZH3OyG9rYUawZF6iFXJ+42oKxVdlNKigj3Kl/hDup+FEyvACqQcBcSN72J8trGxgZHR/9+HlPBLxdiTmDHc6+51uG3ai1oViuPRy2BktzfG+bvPMWkMw9MN73AYyRzLtdX6+J4nbSnJz2EFWIEfKZDs4SkmKgL3PR4hR87sCA8Lp4h75rBKEP3uRx+o5O8f37sGh859sGnbLuTKkg5dWjVBjjK16ZyV4//BU9q0aRM18Sp5L13n/QhPS3YIeNJTDE8ta+RWCE/RcN2tO3hqTvBUoUQ2xMYyPOm6bXF5rMDPVOAjPNna2v50eBLf4bJoHjZv343o2DhkyJgJk6b9g/y5sv3MT/zqs9nyxJYnnTc6LpAV+I0VSPbwFOL/DoOGj8XMuQtga2X+06tqErlcHDl7DXY2qWFgYgVnZydksLf+Ap7ev3+P9OnT//R3ScoCAgJD4LT1oULLkxrl8lvCoVY+enX51iC1KhpLt3vA83WUTixPLSulQ7liul/gJGV9ctmswO+igK7c9sJCgvHO10+6zykgMAiZs2SDuZl2Xcnl1hnDE8OT3LbC+VgBViDxCiR7eALU6N+jMy7de4ryf5ZETHQ0chcsjt49usheaCuRKTYmGl5ejxAZrULevHmQyvTLyZDPPH1bzVhyg2N4UtLaOC8rwApoWwFdwdOju9ewZNUWzJszQ8FWkba/Nv55DE8MTz+nZfFTWQFW4GsKJH94ilPjxvXr8KedvdjYWDqnooKdfXqUKlVCtjuZNque4YnhSZvtiZ/FCrAC2lVAV/AUHRYIh5YOMLZKi5zZMiMqJgb1m7RC1fKltPtBMp7G8MTwJKOZcBZWgBXQkgLJGp5OHDmIzLkK0CW1WXH18hXkKVgEqc1NtPTpmj2G4YnhSbOWw79iBVgBXSigK3gSdzxdpHkpPDwCUVFRUFMwmoJFSiBXgkvVdfG9bHmKV5kDRuiqtXE5rAArkKzhacrYEfirVhPUrPQXhg4eiI69hqNw7oxJWmsMTwxPSdoAuXBWgBX4rgI/H57U2LFtG8pXqQF7a0ucOHkOlapU1vql7UqqmS1PDE9K2gvnZQVYgcQpkLzhacwwpM9dHHWqlsG4sRPQqHU35M+RHqZmFsiWJQso0qzOE8MTw5POGx0XyAqwArIV+OnwFKfCwP790HvwaOTMbIW+gyZgzty5MDdJggnpgyoMTwxPsjsIZ2QFWIFEK5Cs4WnHxpVwWb0ZpqYmdJdPLPT1DaCOjUGxMpUwgaxSur5HQqjN8MTwlOhexw9gBViBn6bAT4cnCmLUp3tXFChVAZntzeDsuh7du3eHqZEeChQuzm57ez3A9zz9tObND2YFWIFkoECyhiehj/AjFynhhYbiv8U/SZEYnhiekqLdcZmsACsgT4GfD0/A1g2rcPL8NRgbG9HF2yoY0MZebKwKjZq3QfVKf8p7US3mYssTW5602Jz4UawAK/ADBZI9PCW3GmR4YnhKbm2S34cVYAU+K6ALeEpuejM8MTwltzbJ78MKpGQFGJ4U1i7DE8OTwibD2VkBVkCHCjA86VDs/xZF58FWstteElYAF80KsAK6UIDhSaHKDE/fh6fy+S3RslY+yiTfrVKtisHSHQ/g+SpK9sXHcXGArYUawZF6dB5OflkqcgNtWSkdyhXLprDmOTsrwAr8CgowPCVhLTE8JaH4XDQrwAroSgGGJ4VKMzx9WzCVKg4lc5mibtksUMXJAxrpLJsqGhuPvYC3j0p2uF9dw5M4excQFErnG4jaZCbxjqYmhrCyNJf5C87GCrACiVUgpcJTSKAvFix0RtmqtVGjUtkvZGK3PXbbS2y/4d+zAqyAfAUYnuRrJeVkePq+YHbmKsSo9REbH+fjh0kAhplxHGJUQEC4vnTRoZyka3iKjIyE++77eB0gDofLeUMgJjYOf+azROOqeekHMn8k79GcixVgBb6hQEqFJ+fZUzB7kSscuvbHrAnDGJ7+U/98SS4PCawAK6ArBRieFCrN8PR9waxTqRAUqU8ARRERZWgrIMjcJA5G+nHkgqcv++4uXcNTBMGT89b7eOGnVgRPFQtZwqFmHoYnGW2Bs7AC2lAgJcLTg1uXMWXWYhTJlxW+seaYM2kkwxPDkza6Cz+DFWAFNFCA4UmhaAxPP4AnMxVCNIAnAwFPEckbnhZvu4+XCuGpQkE6A8bwpLCXcXZWQHMFUh48qeDYpTMat3fEm/vncPtNDOZPHc3wxPCkeSfhX7ICrECiFGB4UigfwxPDkxK3PYYnhR2Ms7MCiVQgpcHTrk2rsevkNaxY5oTFsyfjYYAenKaPY3hieEpkT+GfswKsgKYKMDwpVI7hieGJ4Ulhp+HsrIAOFUhp8DR93DAcOH0VmTOkhcf9uwiIUGHOvIVo3qD2J1XFRB4bGwtLS0vECZ/mJEjSxfVxsVhzwAs3n0TAyECO47b2XjSpzzxVL5YGDSpkl33eV3tfzk9iBVgBXSogxjox5hoaGkpjrtIkBUr7yjitR38ojd7fyqC0oOSUn+GJ4YnhKTn1SH4XVuBLBVIaPIWHhSI0LAzGRkZYtnAmHvkDrgtm0NnLz3CSMNpeksKTOhYr93nghvfvB081ilujQaVctCjiHskKsAIpWQHBNsHBwRLjMDz9p6ZFaGohjLSbliAxPDE8MTyl5GGRv+1XVyClwVPC+rhw6ih8woFGf9f4opo4VDmHKv/V+y2/PyvwKynAbntfqa1gfx8MGDAA+UtXwfD+PRmeFHhfWHPAiE/tRYQq5zNPv9JwyO+aEhRIyfD0rfpheGJ4Sgl9l7+BFfhVFGB4+kpNLZwxGes2b8cfRctjy8rFDE8MTxChyjna3q8yrPF7/s4KMDwlYe3HqbByr3DbC//tzjzVLGGD+hVzJaH4XDQrwAroSgGGp/8o/eDWJYybthCN61TEzlO3sHX1MoYnhieGJ12NSFwOK5BIBRieEilgYn7O8JQY9fi3rAAr8IsowPCUsKIoUlCPzh3RsF0fpAp/isVbTmL7WleGJ4YnhqdfZEDj12QFGJ6SsA0wPCWh+Fw0K8AK6EoBhqcESu/cuAJrdp7E6pUu2LvRDWsPXMH29e4wNTH+lIsDRny/afKZp8/6iDNPFQtZokWNPPSH+rrq01wOK/BbK8DwlITVz/CUhOJz0awAK6ArBRieEig9e/Jo7Dl+CZnoPo0XT7zg+fwNRo6ZiMF9un0BT+/evYO9vX2S3afxsxuHPoXA9Q8MxdKdXgiM0EOCiLg/LPpXgKdm5e1QvlhWxKrUP/wekUGfIi6GR0TCdfcjvPRXU4hgWT+j5wNFshmiVD4bqNTyzXci1HDW9JZIk9oixbYxeQpyLlZAmQIiOqqvry/s7OxgRKG9v5dS0lUaHDCCA0Yo6ymcmxVgBRKjAMNTAvVioqMQFh4BY2Nj7N7kjlX7LtGsbiaFAAAgAElEQVS/V9P9GgZfwNP79++RPn36xOie7H8bEBgCp60PCZ7iJyW56VeAp5aV0qFcsWxyP0nKp0nACHHfh9AjiDSMVlHYe5klqgjqetbLgsJ5M8n8BWdjBViBjwqw5SkJ2wJbnpJQfC6aFWAFdKUAw9M3lH5w6zIu3HmCLu0cvsjBbnvfb5oMT5/1EfBkY65GaJSeQniKQ7e6mVAod0ZdjQNcDiuQYhRgeErCqmR4SkLxuWhWgBXQlQIMTwqVZnhieJLrtsfwpLBzcXZWQAsKMDxpQURNH8HwpKly/DtWgBX4hRRgeFJYWQxPDE8MTwo7DWdnBXSoAMOTDsX+b1EMT0koPhfNCrACulKA4Umh0gxPDE8MTwo7DWdnBXSoAMOTDsVmeJIUEMGH+JLcJGx3XDQroGMFGJ4UCs7wxPDE8KSw03B2VkCHCjA86VBshieGpyRsblw0K5BUCjA8KVSe4YnhieFJYafh7KyADhVgeNKh2AxPDE9J2Ny4aFYgqRRgeFKoPMMTwxPDk8JOw9lZAR0qwPCkQ7EZnhiekrC5cdGsQFIpwPCkUHmGJ4YnhieFnYazswI6VIDhSYdiMzwxPCVhc+OiWYGkUoDhSaHyDE8MTwxPCjsNZ2cFdKgAw5MOxWZ4YnhKwubGRbMCSaUAw5NC5RmeGJ4YnhR2Gs7OCuhQAYYnHYrN8MTwlITNjYtmBZJKAYYnhcozPP368ORQKR3KFsumqOYjI6OweNt9vPBTgeFJkXScmRXQqQIMTzqV+8vC+J6nJBSfi2YFWAFdKcDwpFBphqdfG57i4uJQMqcR7NJYQE3/LTvRouCGVwjeh+hBX0/er8TjbczVCI3SQ7RKDzJ/BpUqDt3qZkKh3BnlFZTIXI+f+8DjWQD09fVlPUmoZqinRrmiWWFhnkrWbz5mevnGD7cf+0FPT64a9EsSsmhuO2RMZ6OorOCQcFy48wKqOH352qvjkCuTJfLlyKCoLM6cfBRgeErCumB4SkLxuWhWgBXQlQIMTwqVZnj6teFJrNmtU8XiXTAtqGWu3wUEmZnEIZWRHoIilP3uV4Cnk1e8sfWMDwxkmtQkPYxUGNyqINLaplbUg67cfY41R14rAjW9ODU618mMYvkyKyrrtU8gFmx+gMhYA9l1HR2rRv0yNqhXMY+isjhz8lGA4SkJ64LhKQnF56JZAVZAVwowPClUmuHp14cnW3MV3ofSglpm3UuwYBwHI4O4FAlPp64+xY5zyuGpf8sCSGtjKVPF+GzX7r3A+mNvoKfAyiXgqWOtTCiSN5Oist68D4LTVg9EKYSnuqVt8Hf5XIrK4szJRwGGpySsC4anJBSfi2YFWAFdKcDwpFBphieGJyUWq1/B8sTw9LlNC8sTw5PCQTGZZU9p8BQdEYYN69bi1NnzMLe2Q79+A5E3Z9YvVBcTuXBJTp1amSVY61XH8KR1SfmBrAArkPwUYHhSWCcMTwxPDE/xbntseVI4eHB2nSiQ0uDp5RNPbNi8C3+V/QtrXJzwLEiNg3u3wSCBmgxPkM6ipjFTIyBcXxyT1GmKValRs4QN6ldki7VOhefCWIEkUoDhSaHwDE8MTwxPDE8Khw3OrkMFUho8JZTuxIEdGDllLg4fPQErM6NPf8XwxPCkwy7GRbECv70CDE8KmwDDE8MTwxPDk8Jhg7PrUIGUDE8Th/eHd6AB1rjO/0JRhieGJx12MS6KFfjtFWB4+k8TePXsKa7euAETM0tUrFAe5mZfhmJmeGJ4YnhiePrtZ45kLEBKhadTh3Zh+MQ52LhlK3JkTpc84QkqrNrrgeuPwynAjtyQPNppTOy2px0d+SmsACvwYwUYnhJo5PPSG0NHjIWhsQnu3LyGnEXLYf2qZV/4ljM8MTwxPDE8/Xho5RxJpUBKhKfbV85h0MgJmDZ7Af4qUej/pBUTeWxsrBQwQqWKxdPXgQiPVMsO0a+tujKg+99O3fKB5xsVDOVdG6etopP8zFP1YmnQoEJ2UMwZTqwAK5CCFRD3VIox19DQEJaWyiIOC1nE70WAn/8mPfpD6U+/lSG5ahoRHoawyCjY2djg7rXzaNqqA/YeO488WdN+emWGJ4YnhieGp+Q6hvF7ASkNnl56e6BWzTr426EjGtauhvCIKJQtXw5pLC0+VXdCtz1VbDSWbr8Pz1dRMNSh9UdM+qaGdB+esR4CFdyHp602m9SWpxrFrdGgUi6dB6vQln78HFaAFZCngGCb4OBgiXEYnv6j2ZXTh9HBcSjOXLwMu9SmDE/y2hSszVQIidRHjFpP1j1KArPN6QJaA/04BCuYcMXvbC3UCI7UQ6xKvnuIAB++5+nLyuRQ5Z/14FDlMjt6Ms6W0uDp4d0bcF7mBgNDY8mqRDfOYdiokciW8bPrXkJ4ilPFYMmOB3iYVPBkFCdFvBMwo8uU1PDE0fZ0WdtcFiuQtAqw295X9FfHRKJV00YoULEBJg7v+0WO38byFBQKpy0etIMYfxBXbmJ4+qyUADy+5+nLlsOX5MrtSZxPUwVSGjzJ0eG/8LQ0CeHJlOFJTpVxHlaAFfiFFWB4+r/KU2P88IHwfBuJVe7LYGr0peP2R3hKly7dV30Wf2ZbkLwhNbjAQrhTKOAf6BMt+QWEYPGORwRPegxPJKCZMe33GsQhSKF1TCN4Useha+0MKJw3M9Tqn+tAL+o63vL0HgYG8g4piCYo7nnq1zwf0tlZyX5HfX19XL37AhtOvCFzt8yyRNuNU6NDzYwomk++HqKsV+8CsHi7JyJjDWSf/YiOjcPfpdKgboWc9F3KenOc0h98eLwevSsn7Sgg6v3du3ewIddrI6PPoby/9vRfza38ewoxPHG0Pe30IH4KK8AKyFGA4ek/Ks2bNh6nbz7G6pXLYWXxZaQ9kVXAk9jZtLe31yk8iYXt05e+OHz5FeL0aDEop3Y/5LE0VUuudEqSob4Kz9+rEBpF7ncKCmPL02eVNbY8ETx1rpUeRfJkJJdEhSt4JZVMecWZiFPXnmPneV/F8NSnaR6ks6UD6jKhwZDa8NV7L7HxpI/kKywnSeBPQrarnh7F8snXQ/SXV+8CsXSnl2J4qlPSCnXLyT/4Lb4lKioKe894wy9URZsN8r5NRfWcxc4YdcrlgJ5+witP5SjDeb4FRL6+vrC1tWV4SiK3PbY8cd9kBViBlK4Aw1OCGr5z5Syq126AvypXR6b0dggNi4JjvwEoX7rYp1xJ6bb3wPsdXPZ4Qx1nqAho7C1V8A0xIF95eUks+lOnipMsTqHR+opAjeFJC/CkikO3uplQKHdGeRWWyFx85umzgJqeeYqMjMTCzffwwk9F5/fkwVMs1XOhrCZwbFqQ4MkwkbXIP/+oALvtxYDd9nTbH8QmF5950q3mXBorkJQKMDwlUD8sOAgPHj5EZFS05Iqkpp3hAgULI629TbKAJ48nPli+9wnUFDxd5ua29N52FiraEVcGT8JaJSAqNIrgSd5aUCqL4Ynh6XsDWko98yTgyXnrfbz0VwZPBbKYoEfjAgxPWpwFGZ4YnjTwbk9UC2R4SpR8/GNW4JdTgOFJYZUlpeWJ4elLMOFoewob7zeys+VJO5YnhifttMfEPoXhieGJ4SmxvYh/zwqwAt9TgOFJYftgePq+YGx5YssTW57kmWqF2x5bnhQOwDKyMzwxPDE8yegonIUVYAU0VoDhSaF0DE8MT3LdGDUOGMFnnj41sviAEWp0rJUJRfJmUtRb37wPgtNWD0QpiranRt3SNvi7fC5FZbHbniK5fmpmhieGJ4ann9rF+OGswG+vAMOTwibA8MTwxPAUH6q8f8sCSGtjqagH8Zmnz3Kx5UlR05GdmeGJ4YnhSXZ34YysACuggQIMTwpFY3hieGJ4Ynj6by9gy5PCgfQnZmd4YnhiePqJHYwfzQqwAmB4UtgIGJ4YnhieGJ4YnhQOnDrMzvDE8MTwpMMOx0WxAr+hAgxPCiud4YnhieGJ4YnhSeHAqcPsDE8MTwxPOuxwXBQroEMFpGuEVCodlvi5KD1a/BkYxt/JyPCksAoYnhieGJ4YnhieFA6cOszO8MTwxPCkww7HRbECOlTgntcbHLv6Bvr6+josFVDRva+ZbE3QtFpu6BsYMTwpVZ/hieEppcHT6WtPsf2sDwwM5A1GYmGSkgNG1KNoe3UURtuLiorCoq338NKPL8lVOqZqOz/DE8MTw5O2exU/jxVIHgpcvvsSa4++0jk8iQBPuTOaoH/z/ARPxgxPSpuDNuApjkb2SFpsqYlk5SZDWtg+fPoea4+8girOAHIX8OL5dhYq+IUaQG5pYuKxNFVD/Ds0Sl9RWXzP0+ca1XWocpVKLbUrJcnQQA9nb7zEnsv+MJC5kyPBk7EKPRrkpGh7FtKOjJwk2vD1B6+x5YwvtSl5dyHpOlR5TGwcahW3RM0/syFWLeerKJQ6fYuAp+V7H+OVv5p0lPe7xETbi4yMIt1lvqC81/lmLlFT8mo4kQXRz/X19WBqYiK7fXytRIYnhieGp8T3RX4CK5AcFbhy7yU2HHudJPCUK4MJ+jTLx/CkScPQBjzFxsbi38P38dQnmhZa8heRpgZqvA8BImP0FAENw9PnmhZrdltzFd4TTMpTnhaOEizEwcggDkER8mFS1/D07n0g1h/2onuN5LcP0fwM9VR4E6QPmQwk6SHg2sqMoEFFeijoSKkMVXgZoKAserYu73kSGmSxVoPsRwQn8j5MgIWpYRxCItQIDJffPjSHJzV2n/TE7SehEPArJ8XXWRyiyVVcah9yfvQhT5pU9F3U7pUkQ8qeivpMcIT8tij0yJXBFA618kFPP96vXJPE8MTwxPCkSc/h37ACyV8BhqfkX0dffUPtwFMMlm2/D49X0bIXP2JRZ2OuRoxKDxHR8hck4iMYnn4PeHr9LgBO2x4hIkb+Al6CSTMVgiMJFmSaF8TCJDXBU4xaD6GR8tui+F3a1CoCDAP5oKZjeBLvaGuhhn+Yvnx4ot+Ym8TBmOA6WFhqZY5tiYGntfs9cNEjDEaG8koT44e1mVoCJ6Xjh72lCr4hCizX9P1CCwHYvrRJIXN/CEKPgllN0atJPjJBGclU8f+zMTwxPDE8adx9+IesQLJWgOEpWVfPt19OW/DkuvM+HiqEJ00XPwxPvw88Oe94RJZJZfBknYqAJkIB0HyAJ1WcHsKilMGTWIj7hykoKwngyY7gSVhalFiezIzIMqlPlslI+donBp7WH/DApYe6gSfF48cHeLIgoBQQKtNDU4KnAgRPPRoJyxPDk5IpUkR+Eu7gqVOnRpyK4YnhSUnr4byswK+jAMPTr1NXX7wpw9P3K47PPH3WR9due8LyxPD0Wf8374PgtNWDrC3yzwiKOmN4+rKPMzwl/8mK4YmMlWSETUPW1QBynWV4Sv5tlt+QFdBEAYYnTVRLBr9heGJ4kruTzvD0ZVsRerDl6bMmbHn6sn2w5UnzCY7hieFJ89bDv2QFfh0FGJ5+nbpiy5O8YxWSTmx5YsvTt7o2w9NXYCGLCXo0LqAwQIIa7Lb37QmEzzyx2x5bnn7RBRa/NivwAwUYnn7RJsKWJ7Y8seUpPmAEn3mK7wsizgafeUqwaUD/KQJG8Jkn7U1yV86dwoo16ym6ZRzadeyCahXLfvFwtjyx5Ul7rY2fxAokXwUYnpJp3Xh53MFy9zUICgtHo2YtUad6ZbY8seXplwhVzmeevhxU+MzTZz0SE22Pzzwl7WT16okHHNp2wYDh42Aa648xU+Zi++59yJUtw6cXY3hieEraVsqlswK6UYDhSTc6KyolyPc1mjdvheoNWiKbvSmmz3aCy6oNKFey0KfnsOWJLU9seWLLU8JewJanL8cEoQdbnhRNPd/NvGrJfBy75oW17oulfO2a/o1qDr3RxaEBw1MC5X7ngBHR0XRnpIGB9I+uU0xMjHSptaGh5nezafrO4s5MEWXSyEjz6Jyali3WguIfY2NjTR+h8e/UdEG60N2ELhTXdUrKssW3MjzpusZllLdjwwq4bTqA/bu3SLkH92yPVFmLYdqYId+EJzFoKe08sbEx4FDl8ZIK33RxR44BhXkOVngBrbiPJ5juGYqlu6/kppR8SS5bnr5sBWx5+qxHSrc8JRyHU9qZp38mDMd7lQ3mTR0pVeiYQY4wzlgUE4b1YnhieJIUCAsLk+AlKRbT4eHhEjylSpVK7jSstXyRkZEQi3kzMzOtPVPug8SYI/6xsLCQ+xOt5RPgJL7d0tJSa8+U+yABjKGhobCyspL7E63mY3jSqpzaedjCGRNw43kkVi2ZKT3Qdf5UnPHwx1qXed+Ep8DAQKRJk0bRCzA8fZaL4en/m46KzjV0q5sJhXJnVNSuGJ4Ynr7VYFI6PIlxWEzmYhGX0uBp2tih8NOzx7wpI6TqHTu4F4wyCHhy/Do8qWOweJsHPF5Gyr6EXdFA843MwuKYyjAOpnTnmT+FC5d7ObI2yhbPSGrLU+1SNmhQMZe2PkfRcwQ8CeuL0o1cRYV8I3NERITU70xNTbXxOEXPSGp4EhBjbm6u6J21kVlY3ITuSQVPor2JO+WSIl259wprj7yCvr6+TosX0WBzZzRBv+b5oW9gBOEqLZImdSD6i7CY/jfp0R9Kf/qtDDr9YgWFzZk0Ep4BhnBdMFX61UrnmThy/TU2rFj46Sn/ddvTFJ5cdtyHh8JLcm3oDovIWD1ERMu/mFS8uAgP7RtiIB1sl5NE7YmAAGLBFRol/5JL8WwbMxVZg/QRo6Z3lFFYYuBJ3McTpIHlyc5cBZ9QuvtHxvuJLOIdzYzJNYAWBoEKFgVCP/GOIfSO0WQdk1uegKce9ZTD0xufQDht80SEwktybT5ckkvFykpS+0hF7YPqOFRHl+R2qp0JRfNmkvV+HzMJy9PCLR7UZ5Td82RvGX9XjJJLcs1pwWiowSW5hbKKaHsFKdqeEncbNdYdeIiLHqHUJuW1qsTAk+LxgypAuO1ZmsbBN1T+IlpMTgXpklzHxvloJazMDSclw9PSedNx7t5rrHN3lpp2h2Z1UatNX7Sjf39MYic4ODhY2gVXxUZj37lneOVHrlw6JJiP7ppG1JSVXJ6tqFN/J7PwKjCncTqM5kddR9tTUQcrmsMCZQqmlz1uaO+7aU1AC2lheRIA9bVFmbbK+u9zxBovKipK+mNh9dJ12cLyIyxPAtx0Wbb4XgEw4h9hcdN12WIdKr5dWNx0XbbQW0CrgEZdly3GM89nfjhz24/mTN3Ck+jjGWyMUb98NhgaGUvWXjHeMjxRZ3BZMANHrnhj63pXaTCYMXYQ3sXZYf60MZ/GDNFo3759C3t7e6nhiAlLCYGLwSaWdis2Hn6IJ+/kT24fF6zRBE8CoOQtmeJf2/rDxYFyB1AxCYpJSJQZHqOsLLGoDiPgkr3wpDJSUVkG1A9CCTKUnCcSFyKKsmLVcr9MAD1dpEjvKHZG5Woo9DAlcBKLAgFCit+RJnMlroWikzarmBb5cqQjn2p5RCMGlbe+Qdhw5DldCiv/HcW3WBIohxLwigW2nCTahYikJvKHKwB58Ttrc3K1JPdMuWVJ70M/bFQ+LQrkTE86yqtsAxpY3/oGY/1hbwJXZfAk3jGE9JBZlLQpIXbbDUUbFjApR0TKI+o5Z3pjNK+WUxE86UGNPWee4M5TWjAZyCtNl+OH+HxDgicxhojNBrn9JX5nzxStauWWdvbkTsxiTA0KCpImMbEb6efnBzs7ux+eg/hVNvfu37iAdl37YtL0mVAFvcVMJzds2b4dmdPZfmppYkHz0QIgLWbVKlpY6XZRJ/QUC7qPu/Fy609md/lhNlGecCETC0rxLrpOwaFhZPkx0fmOuPhW8d0CnoTlSZe6i7LFQlr8OyngSbR10fZ1DTAf27qAp6QAGLEOFd+eFADzcawR4KDLtvaxP0dGhMPC3Cxp+hltUkDP4FNbF+1OEwtYirM8XT51GI6DR2Pzzn1Ib6GHevUaYOC4mWjyd5UvxmF/f3+pw4ok6FOp2ZawBBGRsdLiSW6SOmtUJC0qxKFQZQcz9fXEQlfZZBIbEy2RhqGhsh1g5WURWNBOqeiEYuJR0hnFF8lX8KPScYiKjICJqTIf6Y/qKSlP2pWjsgxpN1BfkWWBdvGM9Ago5e+siLLE4klY/H56+6CyYqKjPhwSFodl5auivH0IdlIjThUNS4WDtZr6V1QM/VZuJxP5RJ3R4GxsYqpoASa1D+pncYr7GU2AqUwUH/SOpu+KTcbjh5oW72KTyMRU2QJebAKYmSobcz6Owx8XzaIv2NjY/LD+fhV4Et+3b+cWbNy8HUamqdGjd2+ULVX0m61aLKrE4iopzoEIcBLlJ8U5EDF3fJyPdQ1PH8sWmmuymFIyRH0tL7vtKZvPE6u3+H3CjQJtPE/JM35ntz1hZU+qfiY2KUT/TqyLaoqDJ7EInDF5HA6fughj2sUpVaEaJo0bju851GjitqekkyTMG0aNxoh2lnTh1ywW4vq0kDGhReTPTlG0c6XS0aFPyVpIu9RWCs+paaqB8IsVuxO6iESkywk0QhwS1sIgIkdXsVEhdNTVAVXRPiw+WDHkvF9i8oSFhUqbBrqIFqXL8UPXk3tCtz259fErwZPcbxL5hCVAwJPSTT0lZXwrb1Ieohdju1hYCXBLCngSZQvNkwqeOGCENlqw/GckZVv/nQNGiLWAgKekiCzJ8PTd/hGHt69fQ0WmuYwZ0v/QBScgIADW1tbye1wicorBWYCTLuBJW41EzufqcrIXE6xYaOmqzoRbp+jouoInXU2guoywJOBJ6Kg0MIuctve1PKJ9CFdcXSyCxEQgdrF0AU+6HD8EPIk2osSlWdP6Er8T47BoH0oWzSkVnn7X8M1ibP8YdVFJO0hMu0v4W2FxE3NzUpQtFtNivEqKBSWHKk+aUOWin+tiLfjf/vGxnyVFZEfxLkndz7QRlj8FWp6UD6NKzzwpL+HzL8RiRCyydLHQSujHnJh3lvPbhH7LcvInJs/H3UlNDvlpUq5YsArLky4mNWEtFOXoYkDVZfsQ8CSsarqqMwE0utpBFn1a1Jcu4FqX44eY2EUb0ZX7lqgzpRaHlApPmoxT/BtWgBVgBVgB3SjA8KQbnbkUVoAVYAVYAS0rwPCkZUH5cawAK8AKsAI/VIDh6YcScQZWgBVgBViB5KhASoGn1y9fwj8wCDlz5UIqUxNJ6pfPniAmTh/Z/8gm/b9aFYtHno+QPVceGIuwoVpKIphLSDBZaumM4McAN29evUBYZAxy5cwRXwrl8fT0RJY/ciCViZZcnMhF7/Ur+u6gEGTPnh3mFFlQpAA/X7x974vcefJQ9Mv4gDsvSItUljaws9HepZ5vX7+Ej18AsmXLDqvU8ZekBgcF4uWr18hFZYsz0yK9efUcekYWSJ/WRkuKf5CUvl9ElUxtlYbq05CC3ETg8WNvZMr2B6ws4+8dCgzwJ33CkOOPLFopO448AHx9fRFFwYKkiKuWVrBOk1oKHuT1yAvpMmWBDf2/SKEhwXjr409t4A+tlP3xIWEhQfB+8gwWqa1I+6zQp3Pq3l5eMLFIjUx0zEIkEVjrMeXJmzcP3f2lLFDW1142hoJnvffx+RQhVgR/SmNtAzMK9PPM2wswSoVsWeKv0VDFxsDz0WNqf7kp4qj2+plob+/e+yEr9SFrq/iLcX3evEZgaDhy56JordJ3xsGL+ln6zNlgYaa9s+qinLe+fvjjj+xIbRnf1v3fv6P2H4jcuXOTt0t8P3vi9Qg2aTN86g+Jqfjw8DD6Gv1P/Vpqz9S3n796g0xZssDWOv5uVek9/AORK5fQO/49HlN7sLVPhzQfdFL6HqL9REbH0Ld+eQFxOJ1P1qMosB/H2IjQYHg/fYEcCcbdtzT2qQ1MkDF92u8Wy/D0g1oR7kZqGmW02Ym+VqRwkdGF248oW5QlIv5pY1D6UaNW0YSvp0f3xCiIOvejZ37r74U7n6gvXbjXiUEuNlal0zoT36ULX3wVtQ89HbUPUV+i3nRSZ1ROLB3C11k/i4mFAS2KEj/1K+sRov5E/9ZZW6G+rYv+LaL/iQVfwraSEuDp37XL4b5mK4XuNYbayBwr3d3x5N5luKzchFha1Lbu2gs1KpbB8QM7sXH3SSxZvABG8oN4frfxBPr7wHn+XBw6cwVrNmxG9ox2uH/zEhYucSdYU6Fu09ZoUq8Grp4/ASe3jViydDEsNIik+LWX2LjCBRu376ZAMsEwsbTDylWrYKEfiVFjJkjtKVu+YhjSrwd8Xj3BgKGjMWXGPOTKlkFZZ/hG7n3bNmHl+i00HkQjOFwFN/cVyGpvjuHDR9ElAnTXYYYcmDB6MEICfNCrzwAMHTsVxQrk1ErZHx+yf/tGDB49CfOXrcLfVf7CP5PGwScgBNFqA8ycOQMWqQzo+ykqY63maN6ghlbKfv7oLjp264VUFlY0V1L9NmmF/j06wmn2dHi/9EF4VCymz5wJOytzTBg5GNkKV0CXtk21UrZ4yJ1r5zF+ykxYUyRNA2MzTJ4yFTfOHsK+o2cRRu7PQ0aMReF8ObB++WLcfRFCmozUStlPH3tg6NCh0hUgYvz38nyIgaOnIX9GM6zdvIsi6kaie59BFAGzMPZuXYfDFx5g4dxpWhu7t21YjdWbtsPO1gav3vpizgInpDGMwNSZC6RrPCrVaoC2LRpS37uMaXOWwHnpUlhbxm8mJDbt3rIerqv+peillggKi4bzEhekUgdj3KR/pDmicOmK6NW1LZ57PcBwaufzFi1GRvt4sNEkxcWpcOTAHkyeNhOtu/RBn67tpMfcvHwWo+j5lrRR4UcbRbMWLEF2O1OMnTCV5it95C9eFn26d8Arbw8MGT0F85yckTGt8lgEt65dxKQJE5ApX0ksmjNdKlutisH+3dvxz8w56DF0Ajo2r4+YyDCMGzOG7tSMQ6rUdpgxdRwiw4LQy7E3ug8chXIlC333862fPFEAACAASURBVH9beHpw5waOnb2Edu3aIw3t8kRHhmPVcld4v3qPDp27oUCe7CRcHJzmzUH5Gg1RskheRe1ITbsXmzasxdkLV2CfMTN69uiJjOnscP7kEezYcxAly1VGq2YNpWeeP3EYtx6/Q69u7RWVkTCzaBy7tm+lm2BtabKrJf3VY4+7WL1mHWwyZodjj64wNTbEq6deWLVhG4YMG0b32iifgcV37dq+BSfPnKfduFTo0q07ihTIg+CA93BZsgxhNPD3kL7VFtERoZg9ez469OiFLOntNPq286eOYde+AwgJi0KDxi3wd81KFPI6BmtWuOOu11O0ad8ZxQvF143rYifkL1kRFf8qrlFZH390+fxJnDh3Dd3oO2ytLHBk304cOn4WVWr+jfp1qkvZDu3einfhBujQqolGZT339sS6DZsoDLdKiqpVoVpt1KlWkSaXS9jw71Zkz1cEXTu1l+7Oenj3BnYfOoPBg/tD5pVA//dOYSGBWLd2De7e94RdhiwYMmgAokP8sIQGUn0zKzg69oQNfatYLMxf6IK+gwfDJrXyW9ffvn4O9+XL6V6m+LuBBBz9Wb4qalctBzeXJXj+1g8du/RAvpxZ6S9jMH/efFSr2xRFC+TSSEexa7XCfTmevHiNbDnyUT/rSru2Ztj573qcu3ITdRs3R9UKf0rP3rp+FQzSZJYWg5qkKGrPa1atxq2795Dpj1xw7OkI69RmuHTmOLbR1QhFypRHO4f4hcbV86dw8ZYX+vbqqqgoYV3YvWMr1KZp0LR+nU+/Pbh3J/YdPEq7s5bo0qU7jU854HH7Glav+xfZchdA1y4d6Q4zPXjdv4Vt+05KbUX8/4/SxbMncPfRC7Rv3w4m4pKrD+nE4f147huK9q1b0iYL4Pv2Fdxc3RBrkAq9+/SGbRpLhAT6YaHTEvTsOwj2NvG7md9L3p73sOfAUbTt1E1anIkkytl38DAt2lRo2bYDqpQrjdioCLi7uuDJG1906NRF+lYxFi+cMxsV6zRGiUJ5PhXzq8OT35tnaNysDea7rEapwrnQoUV9lKjhgNCX91CkfG2kUfviwLXnGN23Pbo79sPE6XOo72jHCiFEXO2+FC9fUxkHD8B17RYUyJEJc6ZNgF32IiiZ3Qqu209j1sRh1K96oN/wCShdlC4/1lJ6cO+etMNuSferVa9RHW16DUfh9IbYffYBRg/qTnPLAGrfKzBl1BAUrfg3Wjetp6WSIe3u29inh421BRwa10fp2q1Rt1RWLN6wH/NmTkSbVp3gtmoFls6ZAhvSolfnNlorWzzI/90L9HDsi0CydHUeMAYtqxZDG8chWO7mhoE9O2PIuOnwvHqcLlZ+ibnTJ2it7DuXTmHqAnesIFA1QgxtkpF1LSoIbbv1xeJlyzF5WF+06j4Qke88sfXwJSx2mk22A+2kuJgINGrUCB16DSMYrEnzntjo1EePztS2B43F9cObYZA+P2r9lR8jxs+A05KlsE/z43FFztvF32tE0WUpiFhUWAAaNW2B6fOXYf9GV1Rp1B6BXpfxPNQInVr+jb4DR2DmfCdky2Av59E/zBMXHYZ6DRqh74gpqFutLIY6doR93j+RwYICX6nM6MLW/PjHdSucZ09BH8ceaN9zECqXLfHD58rJEBroi4b162LSwpWoWLIghvXtDossRVAipw2ueb5F33b1MHjSQrgtdcLQ/o6o2aQDGtauLOfR38zz+MFNrN26h0DwOvKVqIjJYwZLd9Y5NP4bddv1R8eW9bFwxkRcefQerRtWxdkbj9CnfSOMmjCT+vtqDOjZFTWadkAjDd4jItgP0+c4IcT3NXzC4rBh9XLpPe/cuIytu/bj/vWLKFuvDQb37IB7Ny7hnwXLsdZ1PtrTmmSOsxv+dZ2D6FQZMKx/jx9q8FvC0yba6Vu7diPuP/PBkSOHkStrBuzfugYHLj5CnXIFsO3QRaxwWYhDOzdi84ELtNO3kBYWP16IJFR7zbL5WLn9GEYOHYBdm1bCNzY13J2m0oTQC4NoB2TerBmYOmcRstiaoHNXR4yY+A9KJlgU/LDmEmQQ4DJl8iQcO3ocuctUx7/ui+hvVejXoxuqNmqDcwc2o3TNlmjVqCYG9uqGktUaoz1N0pqk9y8fY9ZCN5QuXRJH922nDvga586cgvuCqQgztodlrB/eRNGO0qiBWEYXFr8I0se0CcM1KYp2AYLhtHARsubKj4C3TzBr/hIcPXsZ7x5exsotB9CifjWs2Lgbm2iCPXVoF9w27YML7YyaJ2JnNIS0bNa4ITxf+mH3wWPIYqlCt74jMHzYIPxDF1wudV8F/Sg/9O43DDPmOyO3hjuhuzetwowFLmjdrq3krvFXpeqoUKogOnXsSBNZP2xeuRgOPYaiRtmCBFFd0LRDL9SrUUEjHaGOxQDHLggztEHndi3g4+OLWrVrY+6UMciQrwzeP7oG86xFMKB7O0wfPwLG9rkxtF83jcryffcGmzZtpN1TCpFvaABXWgT/3aIrKhXOiGOX7qNc0Zw4eOYm3JbMx86NK7H/3F0sXTRXYyjs3ak19O1yokPLhpj/zyRkL1kTjg7VMXT8bAzq2xUz5y7G+g0b8Nr7NkZOmEU7esuQwU6zXbVp44bh+iMfDB3gCHfa/TdNnwcLp41Eu/ad0GfQUCyZNwvDJ89F/iyp0blLT5osJ/xw9yqhyCE00U2dMhlHjxxDjpJVsIXagEinDu7ECHrusBEj8ODKSRy6cA/7d26m7+uFZu27Ycc6dzTr3Be1K5eihUgn1HXoisZ1qny//sgNy2neDGzdthOR+uY4dPAgrC1MyH0nAnNnTsc+2rBQp86Ikwd2SRA2c8IImNGkG+vzEJFmWTBqYHfMmjwGKovMGDW41w/byu5tG+CynMDz1m0cOncTBbOnQ1SoP6b+Mw+58+XHo7tXsX77AZw6dwl3zuzB4UsPUbVUHuw5eQ3LlyzAge0bpMXcMmF1SQCFvzo8nT26D5NmLcZhgkgxw2xyd8K+y09RKoc1jOzJnUwdgNfhJoh454U8pauhVePPQP1D0WVmCPR5iZat22G+23oUJHhyWzQHvjGmKJTFElcfkVsZKJBHJtqY6Ogg84kKs8VGokG9umjRfRiKZjbGorX70LdrSyx23YDq5YvhxsPXmDl1rMKH/qD5SyHRQ+BDrlSDBg1Cv9H/IEcaFcbPdcMYAojZc5zRqG41HDt3AwvmzdR4fPrWW0wZMxTWfxTB8ztnUbByE3RsUB5NW3fGxMlTsXD2TLR0cKBNtM2Yu2AR7LQEENIi8vJpjJw8j8qZjLT21shK7lN6MWFwaNORrGsTsXLxfNSjDafNNIZPnTkPWTJotun5te++R1anwWMm0+bcYkSEBiBz1uxIZ2+Lgb27oUp9B9y/dBxZ85fA5VNH4EAWi/Klv30PWmIaw97Nq+C8bh8O7t6CiWRdy16sAkJeesDQOhOe3b+GSnVb4u/qGs6133ixwfSNsebp0btLK0wYNw79RkzCO88ruPHYF1VL5sThiw+RzcYIUSZ2GNS7S2I+74vfvn31DPXr1sH2o5fJsmqJnevdsOPkbbSqX4Xm4Wto07AK1u06gVL5suKpXyRZGwclumzhSSLG5fHDByOO5pApY4ci2PclKtdujj179yAzQenNCycwevoidO3QEifO30CbRtWxcecR/EXrg0evQzGR+odmSdwIqYfta12x5chFbFyzQnrMx3ca0bcz7AtWwdBeHfHk4R0MJ0ifRtbN6WQBbNm0EXbuPwpnZycYy/DW/O3gSezsXrt2HWnMDNGx1yAi3Q20AM6EZXMmQmWXFy1qVUKfgaMxa/oojBw1HtPnLULOLOmU1WNcNOrUqoNeZB4U9Oz7+glZLRrSjvwSLCQT/UraKe9P5slOvYfg6M51SJundKImJj+fN3j51h+3zx/Enkve0sI7OjwYXchyMdt9M3a4LqJFTjpkTh2D0zefYf7MScq+J2Fu4RpHjVPsRnveuoTGbbtj/+HjWDprPCrWa4Ws5pFw330RXZrVxAyyYLjQ4jm1WbwPv9IkXbYrOiK5cIQGB9JuTGm4bDmC5zdP4CoNOsO6tyQLyQiaYBZgYJ++GDNtNgpLFkPN06xJY+AXZYhH965h/KwlSBPzBuMWrsWKpQvRqW0rjJk0De7Oc/AnuVK0bBhv4dMk7diwCkfO38USetbHFES7JT0ce2Hl1l2YNXIE8paujPA39/CSdsQmjByoSTHSb+5fP4ceQybTAnkvzE0+X17apX1rulB6HEJf3MDJ+wGoVToHlhOAui5zpsFD2WbB114uwPcdGjZqCtd1W3Fq1xpEmKZDM9phnTjbGZMnjsXAgcPIRWAJsmq6w0cAULMCAcOYuWhRtyoWTR8Dj0BjdGv4F1x3nMGCqaPQtl0HzJk7F9MnjkOLLv1Qs1IZjXSMDA1C44Z1MXiyM2pVKA6PG+fRezi5FsycSgutWQRo/5L7S0/Up0XIzVN7kSpDftq8UGZJ9n//Fs/J2nL/4lFsP+eBrauXSe/aq0s7ZC9eBcMJaONiI/BnmbKYNnsu1q5ejdmLXOE2ayxylayKmPdeeOgTjakEeT9K4ozDjZs3EUsAM26GE7Zs2wEbS1OI8wgPPL0R+vYxJjqvx5G9dKkrtYX+3duizcBJCH1yDwfO3oZDvb/gvGIrwfFSWRbsq1euSCHPu3dwwCLa3S+SMyO9YvzF32IsCaCd+Bq162L+8k3wOLcXIYb26Nq4IvqNn4dJowbTWDwaMxc4I3umL8fiXx2eDu7ajHlLN+AwAbJIB2gTb9HG41i3dBpmz50PS5u0sCV3Ps8XtMgqXxL3PLwJdNogexbtuK+JMgPeCXhqiwXLN0jwFPD+DS1wnaBvYo5s5DFw9Y4XWdyr4Nbt+2jUrCXy5/7jR81L0d8f2bsV4/5ZhL37D8DWwhAL58/H6/cBKFm8CPaTtbVN61a4deOGtMFUqVwpRc/+VmbRzseOHIbzl67CzCYLNv+7DvZkhXKhhZPnkxf488/S0gaCQ6vWeHDnFgqVLIva1Stqpeybl85gzhKxDnDFCOrTxWhjs0PTv7GHXAmPnrmAUmX+woVTx1Gh+t8I8nkFS9tMaEUW7QSGYY3fw+fVU0ybMRuRFBb9oYcHatZvgTFD++H4wT3YdeAIipUsjTtXLqJQ6QpQhwdCnyzgbdq2pD4uYzX5g7c6e2w/2nXqiXpNmtHGSQA8Hr+E+8rVMIj0w9Llq5Ale25EBr6DyiQN8mRJi1c+gTR+t4e9bfwZLK0k8nZoXP9vNOs6GO2b1cXTR/exxNUd9uSNYayOhE9oLEoXzguvp6/Rqk1bWuhrBx7fPn+E+g2a4MWb96hLluaVS+cjNMgP8+cvQHScAfJkz4Kzl26haaO/cf3GbdRt2ARFC362sGv67eJi+p5k2QtUmaJK+T9xjFx/Y80zYuOKxVjiNB++IRHk9ZEXR0+cg0PLprh+7Qaq1KqLv0oW0bTIT78bP3wAwVMWCZ7ePL6LRh36Ye/unUhra4XH966iS78xNIetxLZNq/EuMEx6jyPHT6O1QwtcvXodVcV7lNLsPbYRPG09TPC0Nh6ePqbhfTohbaGqEjyJ+We1uwtu3vOk/l6GXA0PoXFLB1r73UaugiXQsO73PVR+O3j6KGLg68eo06Ij1pKfd+5sGXHlzCHMddmIQrkzw8DMHn4vSdDqjfB3tXJ0h4u4IFX+4BH0/hVNMq0wlwbIkoVy0i5LEOrVro7xc5Zjg8tc5ClcDI+8nuCvEoVw7f4TzJgifLz16C6hxPm4bnCZhx0XvWjHeon0mZOJ3qMMreD39jkqVamO/TQ5/TNrDqzMTWkh8+VBOk16imigc9w248zpo9i11o12i+/ByiQOOQsUx5WzJ9Gl7xAUponWnC48FN+nSXrz8inOnLuA40cOIcrASrII3r9+AZNnLUKxIvkQqTJBXJgPshepAIdGtWBobKrxYeoHNy9i5KR5cHaagz49u2HiXFcUJCtCx849UKZcOTrA+hKFcmXGc9qhGTdikAR1Hw8eKv22feRXPWriLFSpUQ1Z6MByhw4dkY4GlcH9yBWM/O1fkHtllcpVcPjYaVqcz6TJy5DCfGvmwrB5pTOWbTqIWlXK4unzFyhXqRY6tCaoWTgT918FIo4myRJ/VsSxQwfIXWKy5GIpQoon9pzukrlTcPrOS2xa5QKxw+6yditykqXOzCoD3j29j4q0wydgxkT0rw8HRZXqeGz/TnJlmocSJYuT+5EPFpCfdKq4EDj2HYpy5K738m0gMlmTRcXUHv17doSBoRFMjD8DpNzyVGSRaUrwVLVpNwzs0VbawW3rOBRbN2/EwllTkSV3QTr0/BgV/iqN89fuYub0yeRyqUeht5W7Pv67fCE2n36AbWuWQU3ltmzWGA6Oo9CiXhXpdVuSxbVJ91G4d3YfjKzS4dXzJ6hcqRK1lVPUVmbDzMRQdnjxWxdPYNA4skBt3yXB08d08QhZu+auIuvyDgmeVpEl/YrHa5jEhaNQiXI4deQA7SKTpS8jWZutUss6GxAS4Iu6taphMbXFeHj6nK6dO4oO5LZ0/MxFPL91GgtW/Iu82TPA2DIt/F48QplqDVGvenkY0YXfRgnG4l8dno7t34F/5ruRtXG/JMaOtS5Ye/gG7ZzGg/Obp540TsxAM1pU7Tt6DpX+LIxTVzzgsmi23Kb7w3z/hadPcyQt3AcNG4NmzRtjx+5DVHeVaIF9RtoE1MDj+6vv8eD2VckdcTJtqFQjOPyYxKJvUP9+qFizHvbv2kFuVs2wZvVaOC9zRXo77QSNEO7SURFhGDGgD23spMXyxXM/lT+aPEYKlq6EM0f3ozYtejeuWY1/5jkhJ3mpJCrReRDh2psma0HUpfHYecFsZC9aHhNHjyBIiLeIuy+eh/eRJoj0f4YseYrh8smDkmW5loYbP99638dk7W1GHg3bdu2hDeL4QA1baB6//SQAqQ3DYUpQ6X3nMsrVaY4W5GaX2HTqMJ2DISvrwaMHyWUQ5DpFRyZyl8P4ofGW65sXT2Hp6m1SG7/z+C0yWenDT2WJiSP6J7boT7+/dPIA+o+ZiSNHjyJ1qviAICJ53btObnwuqFujIs5cuYeiudPj3vNgcpkcl+iyxdmaPr16oNCfNdGgRjmMJItM4XJ1MXZob+nZYeRx0J88F5o0bYrtO/agUcM62LR1H1ascEMqOSaQH7xhSJA/WbaPQK1vjIc3L+Cpfwy19fnSr2IjQ9GvX3/UadAYu3bsQNNmTemoxya40gZ/Ys9cJYQnv9deqNawIw7s303nmGxx/9o59B89HVu2bqNyTOn8USgG9BuAGvUbYQ+9R3Mac1at/RduK1YhDW0eKU3y4OnzU6eNH4l0OQrh7pUzqFCzPrZvXIcRk2agaL5vb8aneHiKjY6kRrGdiN+Hzh5lhQMtRMRCLeDVY3InInjaGA9PIprQlYvnEBQRixeet3H3qR9ypLfClZt36HfZMZUOc5rInDGEH3uTFm3htHwdiuX7Q3I/a1CnJsbOW40if1jhJJ21ykAH4RYtdkOjxg1wlBp2RLQaQ0aOSdSh1PUETzsTwFNocABOnjyFdBkzEXQswZ+VauLO1Qt4SxFWmrbqiGb1NTv7IZrcm2deaNq8JYZOnItm9aoilqLZnD55HCbmVuRCtxsGVhkRG+yDh4+f0q5dBQwf2FNp+5fyez+8i41bdsDj3l28D4okzZYgd/ZMuHH1EkVoCSF3vqfkM/sQxfJkxekL12Btn5Hc6yZLC0hFiSbr7l06o2H7PqhboRAaN2lO8LQMJQvkwHPvR7h+5wEtLk3gsmIjuZjUpMXOcYqEZYDxkybThBo/8ShJQf5kYXjoSUEn6PyW21K8Co7D7p3/IszPh86TnUPGjBnIKrUYNevWx4XTJ+EfHIbOPfqihgYTqLvTDDiv2Y1JkyfC0liNYcOGY8SUBbQYr4yDB/bD2i4ddmxaiyx5i5F7mwdFw3mL8tXrwbFzKyWf9EXeMNpVq1e/geRu9nfVsvR3cbhw9ox0ONOLrHqP34Ugi3UqXLpxl3Yc82HypNFQ6BkrlXeDJtwRtIg3pXu4/EIisdB5CZ0dyQvP+3fw0Ps5TdJR2LT9EGpU+RMnaHdNjw4pT502VaMF2KkjezB9Nh30tbajxWMMrt71xqFDh5HaKEZyN0tPk8LixS5o0Kghjh89gtCIGPQfMgJliuVXpOMmt4XYciYenmJp4m3WpBE6D5yIxrXjXUnaNqmN6q0Gol3Dijhw6AgyZsqIpdRWqtepi4tnT1PUtlC0I1dgsfHzo/QjeDpCrrnGNF7G0DmkkydOwMLaFvtph9w2az4EvPaG94s3ZBGoSQd9f2xl+xY8RdB5vOZNGqJa064Y0pt2BMnafOnCGYREqvH84S08eOGPP9KlxqWrt5A+a25MnTzuk1vFrw5Pj+5eQ4fu5Ka7cz+ypEsjLSht85THmCGO5G0bhYF9+5A1syeiXt3CXR81ujrUR7+BQ7F23XqKBqfZhtR/24Rw23No015y2yuQ/SPUqjF6yAAUq9II6Y2Csf+SJ8YO6YtOnTrBfdU6WFkkPhLYM8/7cOzTH72HjkOD/5xvEDvzz4L06ExGffQfOwvLly2CY9cOGDN5FvLmjI8+qGkS0QXFJdpWVtbSpp7L/GnYe/YedpFrqTjfs33DCpy78wKThvVAt/4j4UbnkIaRhahLn+EoU/z7h8h/9E7C82UtLYofv3hLFtc47Nu9AxlyFsKcWbOQJ0cWmp/PYaaTO3lsLJMszmOmzcexLS4wz14aHVs0+NHjf/j3keQibijupKOAMo/vXkGrrv2xZcdu/EGbIE88bmPUpFnkXrucgLIHuvQfA6+L++CrRxtPMvr3jwoX437nXoPx7/Y9yGiXGr06NEeuv+pTn+8kWWF69+qLUVNnYx+dQ0qbqyTK5bXD7NV7qX7++dGjZf99R4fGyFe2nuR2/DFFS3DTC90oSMA98t4JirNCu7p/Ytg/LnB3cYL8bfOvv4Y3uYc5kGV338krSJvaBHs2rcCSzcewf/t6adNpytjhyFSwLIplMcfq3XTGcNpEtGvVEs6uK6UN1UQn4cHzYSe0R4fWKF61EZ3hi5/bF86cApVlZjSoWAizlq6hc+uLKHBFM0ybtxg5PgC1puWPGzaELE8ZyBNiKM0fYWQ5L49JTitQvVwJrHNzws7jN7CVXPdFcqINyFjzDGhQtSTGkxV6I20iderYBWOnzkWuLMrPnm1b44rtx69g/Sq3L15/JLntpS1cTRpnP6aDtO7ae+oGpo4djL4Eki5rN2HCQEdUb9KO5tBvu2+mfHiKiSJT4W68fvueDspnJrNofQmeAt944+/mnSjC0KZ4ePqQvD1u0gA9D+NHD8LYSbOxcoUrHLt1xJCx01GSFmVyUlSIL2rXa4KJMxehStliFEzBF9WrVMWaXYeR/w+xcxWHwX170s57a5w/uAm1WnbD+/vn4emnxsRRmvucbqSDbzsueEluewmTGx369Is1xx8UuMTLXx/NqxfHuNlLsWX9Kjmf8395hFtH504dyU+5DZ2h6vTF35+hBeaaHcfQxaEu3DcfxIIZE9C2bUcsdluBzOkSE+o1Dp3JWmKetTicZ46Xynz9/DEGDx9HMDAYM8gVYcVKd4wc2AtNuw5F9bLK/KU9KMpNE4e2KFWuIvmAR+LY8eMoV7UOBTSYJ713HP1Zzx7dyRe7P/5dsQCOwybh9A4KQJA2H/rRWaHEpCd0wNKhQ3es37YPubPGh8ecSe6D1tkKIdr3MQzT5keRzKZYvvkwVixbqLiojW4LsIegeoO7s/TbicP7IiRVNsydFO/etfvf1Thx3Rt1aQDdf/4hxgzohK49BmL1+nVIo+EiaRsNfk5rD+D44Z1fTD6eFPxi4oyFZGHrQdF2ltJCYhlBa0cMnjCXNhqULYpCfF/RrnBz2rlfisp/FSML11JaAG7G2XMnpJ3NiGB/coPsjd6DR0mHcafQ+acV8yahYKVGaN24tmIdxQ9EqNPQiCi89b6L4RNm0w7hDtoZE6WpMXJQf5SqWg/3yO2uMJVhEPgYp2+/oN3L+PYqN22mcy//CsvT6qU0VMSgTfOmqNqkC7q3iw9OUpPcLwZPc6IIXfGBMOZOGw+TtHmhDnxC52RyoUQ2Oui/aT9N/OLs4/fTbWF5Gj8LW7bvhA2defqYLh3dTZanleS2t40sT5+PjB/auQl7T99Gy7plsW73OUwf3Qcde/Snc26bKLTu991zBTwJC/ziTYdQOEf8hkMMBerp49gVFhnyYd4/Xx6Mf3z/JsZOm4cRQ/phJrlPu9GizrFjW9qxnIIyHwIX/OrwJDQY0rcHPF/5Ize54t31ekY7zjRWkvV3ufNcPPGLoTOjI/Hw9hVp176g2Ak1tcFocrXSRtqzdSN27D2AM2fPoQS5g7bv1BX1a1UlC8RynL31hIJ0TJOiXw0T0eaKFqDNRWDaxNHaKBo96bzDUToHWY+C8ETQBdrF/6qE3t06UFQuWkAuWomly1xgQRsTPbo7okCR4vD0foI5s+fAUkM38M8vrcLk8WPw7G0QBSQwx8lTZ+jswzQ0pUAyXtTmxkyZjQWLltLZSAv07t4d2fMUwMNHnlKkLnvrxHtsJBRvOB1ML1a9OZ35qEUA4YteBBACJsuWKEhnCsciRG2Kd+R90XvISBTLr1lQnYTl7dvxLzbvOoRsWTPj4vkzqFKnqdSWxM5/b3IZbyEsXJX/xNIFM/HkXSjCAt6hVZfeqFimmBbqXE3W/67kuRFBsGaDB16vpTk7EwWXmjxmGGz+KIq+NJceJ2vshl1HkS5NKuQqWhad2zTTQtkUQIvm2fZd+2Ljtl0UDML20zMXzJyMcENb2izog6tnj2GR+yYCh7RIkzEXnRXunOiyheWpR9dOiDG2RhGKJHjy+DE079gLcMXuhwAADPZJREFUXdo0xf4dG7H72BUsc54Hsenef8hoFC9elDa4QzFrxuREB+tQx1J0PXLPe/U+kDa8n0A/lQ0WL3Ei931DCDdKt/W7JNdrdbg/evYeiGLFi8P7+RvMnTtb8Tn/j0K9e+GNuU6Lcfb0KcQZpkJdsiaNImubWH+4rt9JAb3K4OLly5hAwW+qUGCMCycPYclqcgF3cUFchD9FtxyIovQej5+/JrfGuTBWELFEQNrM6TNw/uIFcoF/T4FoamP02LGICnwDJzoicObUSRhb2aMBbewOHjwAPs89MXDoWMymc3jZaANhaH8KhpQpO4Xt98Qkihb4vTVrioenr7V8sev0wvMO2jsOokFyCUoXLyzFoo+mAaRXz55o3X0QSue2RTtyldmwbiX60eTef8TEL6I8/ahHdW3dBKn/KI5ZU0ZLZxfcth4l94NtFPHOAOvdnOnMznvMnzEJvbu2R/POA+BH0V7u+8RgAvmJKk3iXoLAoCCsJ5e2A9efYDXt2qVJYy3dHSFCzM5dshpr1q7C+mXz8CKcogvVKYWJdJ7nYyQSJeWF04K0HfmkpslRDOIAfUxUlBSP35zuJPB985wCKQyiRaozwl7cpshFh+A8dyo6kN/ygqVuyKTwngx/3/e4fvMWSpYug5iwQHRo2xqVaRE5qn9XirgXjb4UmaZ6006oViq3NChuJheqUYN6o2HHAaj2lzJ4iqBFscfDh3T/RSzCaBIbM3YcetJ5oDbNG5LF0QCLZk2Bf1xqTBgxAO3IN3gYgfW5veuhts2Fvl0URmKinSCPB/dhZmmNtHbWWE+DigDNI0eO0KCmLy1YN+w+gZWuztKh/NTZS6F4NnO4bzkEVwquoDSJ8znNyKK2hczh9paGaN2iObrQGag2jWvh+aN7GDxqIsHtStw6uRMHrzzD+CHd0a1nP7jTmRrh4qk0qaPDUYuiZ7V2HIGubRp/+nkUWWBF1K5O/Uchp60h+o+ciq0UOKN7l06SK0WxvBSBT0F69+whqtVvheUr18SHmN22njYsluDC5XMSPE2iKF22OUugb7e25PZUn86WrMBqp+nIQy4TrTQ4r/bu7VsYk4uhPvnND6FBNn3+PzF1zBDpjTfTTteZW0+xaO50DBvQG+XqtoFx6DOcoj8TdSgniRDjIvrWpuWLsJuC16yh/pwurT0FaxiOix7vsHalC26dP4qBY2dg5+491J+sKZjELmo7+yn6pItUjlXWwiidyxbLNu6n6JPxrhlfTdQGA2gcvEQuQZPmLoWLmzvtfGel8ckY/gEBOH1gG6a7bMamNe7ISHevmNLdPq/IhUxM7otcV8D72nGs2nsJs8cPQFfH/lizZu134SmYxidxb1EHOj8xbcl6lC9egEJzm1CQks54+D4KyxbNI8hWwTKNDdKQS3FMRAiFjHWEQzea0Mla33voJKxZtw59urRFr2EU9e1D9NOUAE/iTpLTJ08gkCynFatUQToaE2iAo/HgKIqXLgs76/gzH7euX8WLd/6oWqUyzOl+Gm0k70ceePL8lWS5jaRoZDly5UP2bJlpgXcUuQsWo4Vt/JmPB3dv49FTOvRNrsQimqU2kqfHA7zzeY8YavciGlo62twsXDAfblDEUUMzaxTOH3/m483LZ7h49SZKE9xlzvj9u1fkvlcInaG9cP6cdIdS8VKlyZoV755zn6LwhqsMUapYYen/xXni0+cv0WKuNHLQ2Whtp+dPvWFuZUt33lhJ3+lB1vKqleLPVoWHhZC1/CQyZc1BLuoFtVJ0ZHgoffd5vHnvj7z5C6IEfaewfojvFN4VNatXk8qJjoygsk/AOm1GlCmpDXCKf/0o2iwRFuywyFhUpg1lW2rb0eQ6eZwAtlLV6uQxYkROQCpcOHcW4RRWvErlinTWS0sWVvL2eEX9p+CHdiXeR0Wb60ePn0DZCpWR2lwcm4jD1UsX4Eu7BFWrVpHmfm2kCKrLs7RBIe5yy1ewMIoWKiA99uzpE8icIz/+yBy/meT18D7uPvRGpUqV6b4t7YC6x/3buHn7HuzTZUKF8mU/ua1fvnAWVmmzfLLkPn/ihWu37qFc+UoUyEN5iPCPOom7ky5duUYu8obkRKAmS6cZylCAMUNy/7568Ty86PhDCTrXl+eDBfkyeRmkSZdNmn9Eekbvcf0mvUfFyjQWKgvuJCy7lwmcImOpXLKuxtB1Mn+WLQsVAey16zfoneg6CAqglcrM8n/tnW1MlWUYx6+YgFhzcOBwMBliYTonrXLkS/MDzE39ZE7XWmnpmpVEAwV5ObwdUMFRNm1WH3xZMtqa1prVKvyQqw/NcnMzbeWaL+cAxjmcw/HwkgIC/e/78TlHLfWcQxtO/s/Gxh4OPM/ze+774bmu+7r+f31O56EA6wkMyKIcQ93Q7+uSH1D5Mzf76eD53en+T8DgaVRrv3/Velx83X5tlLZ2w5uy4eXV0gJvgQvI9NWUoTkfN317baX2PpiGh1dtlT2iMgknGhHfLoLaSEysXEdTtGNbgyzAkn/HxXNiRy1l067dekn2OErcDrQcQV/Vw4iAS2Xe7BumhBHMWNUEWlpul4tOl/wNY8OZj8+SHY1NkpVukfz8fEhfbtGqX07o+NfWN0oM+j5WvrBWVi7PjeAoxkd/hdTpuo0FMDmboRu9BwcHkbVrkKVo3G/Eaolt1nydUVF6+eVl5dIDifHsnMVQkIlcva0HtcDFRUXi9vfpB2wm5LubGhvwkIuXLw83y09n22SnfjEdRXa/Xs786ZRU/AOuc9SgVjjCsr2bSAzg3EtKy+StkhqZgzKW30//Iu/sPSh79uzRWc+jh1vks6+PYQJOFTuUczJva2IPB+rHeDH+9Ivv0OeG2naUslU7tsui+dmQCu+Sws3F2ldkblaGnD31szS9t1eXWqyDUmNuVA3To1gBrJejx37ES/AkeWZhrjhQKqBWFCpQmvPs0udl1YpcuYIVxbKKKhkaGZXn8lbIa1Dmi2b7A1nyirp35eChZq3gZm6HcM0d/bFi34JabwS/jupKufQXjPuyZks1av6j0ajYj/6Aw1jRTUXJXCDQIwV4uV+GXoITyGY1f94q7+/epR/azfs+gDXBSRgzWjAHHJJ644U0kuvb/xHKYr/5HqINwzLnyRzZVlclUybHITN8Ubbaa2VH0270i1lgPdAKVcYW3cu1qbA47BVr72WnnsfnL6l5PCiZj2VJA+bxo0lxkAcvkC7MA+XRtglCG6vQzKpKIwvxjCkqd+C5MRPj9KTs3IUyE/yDeGn9RpR4Lrzj5Q2jzLamokROnDojgd4+eIAky1aUP+ah36CkeLOc/u0c9vejfHS6lFY6ZMmCp3Sf37zFy9FbuEwC8AeqKLPLAExxFizJk9fX3z2BsA+Z1SNHv4UpqFemovRvzYuvQOkpFyWOq2Xy1CRtvHoVPi+vvlEo66Cc+MmBD+WCdwjHVMmkEdmGlYLzrk5Jn/kExk1FsHn+QQieIhmD/CwJkAAJkMD4E5iAwZPhPWMYc8bo75W0oTLlc7mcWEVJC2b1VBTrhqyz1WqNSDDCvK3DWDL1eHxiSUkJRvsBv0/6BoZkelqoT0a9UMTGJcANOfLmcn0sXMswrkPdTPVlGsUOok+hA+WKmXDxNnM3/ZBn7ceLWWpKaNk6mmGomm3NTRtkIth0ulySjqDKbP5XGVWfv0dnz6MVjFDX5u3qEkHAl2IJZUPa25ySaLEie21kQZWhowefsySn6BW3/3PzwUsIdqfIxoSUdzxwK58Cz51HxiDy0dsTgH/VVbHZUiEuYKxNqwyVp7sn6Hau9inXe9hBSbIlsizM7Qz83T4ZgWFxcpLBUY1PVzv8keBobyb3ruEF9gpemtU9i1YwQqskYsTd+vuj4nIiuLVNQ6LACKiuQ/HJ6/NJijU1asEI9XfUmFYZPZvNhntviEG4Oy/LpPgpQRdzta/T7dZ9DgkIeKLaMMbVfY+NT5CkxFAtei/uT6D/GrLioTnt7+7WHiqJEFMIe/uPeazmln5IIxvrdnsgzpAYdGxXJYRdSADNgNywuakVHhX8mu7tdzu2mjPqJimzbPX8MI8V3I9BobxYjPk9jORMu2RkZATv1QCy0/5Ar6Rh/N5ru9kMOfT3jTFv/kx9b55Dm3oWw+leBafGWL2O+e3FWLE+UIIR9+LGn5MACZAACdx/BCZk8HT/3QaeEQmQAAmQQKQEuPIUKTF+ngRIgARIYKwEGDyNlSB/nwRIgARIYFwIMHgaF+w8KAmQAAlMaAJhBU8TmhAvngRIgARIgARIgARIgARIgARuEDBaFG7dHsLOf+8lMhIgARIgARIgARIgARIgARIggVsIMHjigCABEiABEiABEiABEiABEiCBMAgweAoDEj9CAiRAAiRAAiRAAiRAAiRAAgyeOAZIgARIgARIgARIgARIgARIIAwC/wC1G0ozUju80wAAAABJRU5ErkJggg==)
Noot: Voor 2022 is een inflatie van 10,5% verondersteld. Bron: CBS, eigen bewerking.
Door de jarenlange zeer lage inflatie leeft de gedachte dat inflatie een voorspelbaar proces is: een langere termijn gemiddelde inflatie met beperkte uitslagen die vervolgens snel terugkeren naar een stabiel lange termijn gemiddelde; de inflatietarget. De vraag is of dat zo is? Een eenmaal ingezet proces van inflatie is lastig terug te dringen. Dit blijkt ook uit onderzoek van de Amerikaanse vermogensbeheerder Research Affiliates. Uit dit onderzoek, dat alleen prijsstijgingen boven een drempel van 4% onderzoekt vanaf 1970, blijkt dat in 20% van het aantal landen met inflatie het prijspeil binnen een jaar terug is naar zijn oorspronkelijke niveau, maar er komt ook naar voren dat in ongeveer 20% van de gevallen de periode meer dan 10 jaar duurt. Vaak blijkt dat prijsstijgingen tot deze drempelwaarde van 4% redelijk snel terugvalt, maar eenmaal over deze drempel het veel lastiger is terug te keren naar meer acceptabeler inflatieniveaus. In 40% van de gevallen waarbij de inflatie een drempel van 6% overschrijdt gaat deze inflatie naar een volgend hoger niveau. De afwenteling is dan in gang gezet. Bij een inflatiedrempel van 8% gaat de inflatie in 70% van de gevallen verder stijgen. Deze drempel is de situatie waarin veel landen momenteel in verkeren. Figuur 2 brengt dit grafisch in beeld. Daaruit blijkt dat het gemiddeld zo’n 10 jaar duurt voordat de accelerating inflation van 8% terugvalt naar 4%.
Figuur 2. Aantal jaren voordat inflatie is gehalveerd.
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)
Noot: Cresting inflation is hier gedefinieerd als de hoogste inflatiegolf die wordt bereikt. Accelerating inflation is gedefinieerd als een inflatie die doorgaat naar de volgende drempelwaarde. Bron: Research Affiliates, 2022
De auteurs hebben niet onderzocht in welke mate de onderliggende economische regimes het aanpassingsproces hebben beïnvloed. De jaren 60 en 70 in de VS waren een periode van hoge overheidsbestedingen, met name de militaire uitgaven door de oorlog in Vietnam; dat heeft de inflatie aangezwengeld. Deze ontwikkeling zien we nu herhalen. Daarnaast hebben de olie- en voedselprijsstijgingen in de jaren 70 en 80 een forse inflatie tot gevolg gehad. Prijsstijgingen werden in die jaren gemakkelijk afgewenteld, omdat vakbonden een sterke machtspositie hadden. Dit is tegenwoordig anders, maar nu is de arbeidsmarkt krapper, mede door de vergrijzing. Dit schaarste element kan een verhogende werking hebben op de gemiddelde lonen in de nabije toekomst. Ook daar zien we niks van terug in het Commissierapport.
De rekenrente en de te gebruiken rentetermijnstructuur
De huidige wet- en regelgeving schrijft pensioenfondsen voor hoe hun verplichtingen moeten worden gewaardeerd. Het kernwoord is rekenrente, maar achter dat woord rekenrente gaat een wereld van rekenregels (en emoties) schuil. De Commissies speelt in deze rekenrentediscussie slechts een bijrol – namelijk hoe de UFR (Ultimate Forward Rate) te bepalen- maar wel een rol die met verve wordt ingevuld. Het rapport besteedt er, in navolging van haar voorgangers, vele bladzijden en nog meer ondoorgrondelijke formules aan. Niet dat dat zichtbaar is in het resultaat: de UFR, ingevoerd in 2012, berekend volgens al die ingewikkelde rekenregels, zwiept al net zo op en neer als de marktrente voor zeg 10-jaars leningen. Dat laat figuur 3 zien waarin voor een aantal jaren de rentes wordt getoond (maand november). Niet zo verrassend aangezien de rode draad is dat steeds moet worden aangesloten bij actuele marktquotes.
Figuur 3. Rentetermijnstructuur en UFR sinds 2012 in de novembermaand.
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)
Bron: DNB.
Die aansluiting met de marktrente blijkt ook uit figuur 4 waarin de rentetermijnstructuur en UFR met looptijden tussen 1 en 50 jaar in de recente maand oktober wordt vergeleken met de euroswapmarktrente voor die looptijden. De lijnen lopen nagenoeg gelijk. Er zit nog 0,15%-punt verschil tussen beide rentes op de looptijd van 50 jaar. Waarom al die aandacht in het rapport voor dit soort minuscule verschillen? Overigens, de Europese UFR, die ook voor de Nederlandse verzekeraars geldt, maar niet voor de pensioenfondsen, heeft de rente op de zeer lange termijn op (>100 jaar) 3,45% gesteld[1].
Opvallend is ook de inverse rentestructuur. Onder normale omstandigheden loopt een rente op bij het toenemen van de looptijden, omdat beleggers een beloning voor het langer vastleggen van hun vermogen willen (termijnpremie). Door het jarenlang opkopen van (langer lopende) obligaties door centrale banken als onderdeel van het kwantitatieve verruimingsbeleid is deze inverse rentestructuur al een tijdlang manifest. Nu de UFR voor pensioenfondsen de marktrente meer en meer volgt conform de adviezen van eerdere en de huidige CP, zien we de impact van dit monetaire beleid terug komen in de rentetermijnstructuur inclusief de UFR. Deze anomalie wordt in het rapport van de Commissie niet geanalyseerd, maar wordt de projecties van de CP simpelweg naar 2082 gecontinueerd.
Pensioenfondsen hebben een ultra lange horizon, maar de vraag is of ze structureel lange termijn posities moeten innemen waardoor ze onderhevig worden aan de grillen van de financiële markten.
Al die nadruk op die marktinformatie doet de vraag rijzen welke superieure informatie die marktquotes dan wel bevatten? Dat is alleen het geval als rationele beleggers in de markt voor lange termijn producten dominant zijn. Of anders gezegd: is arbitrage op lange termijn mogelijk. Die rationele beleggers hebben dit geprobeerd, zoals het hedge fund Long Term Capital Management (LTCM) met als belanghebbenden enkele Nobelprijswinnaars waaronder Merton, één van de grondleggers van de intertemporele algemene evenwichtsmodellen voor financiële markten. Basisidee was dat met name op lange termijn voor rationele beleggers grote arbitragemogelijkheden waren die onbenut bleven. Dat ging in tegen het advies van Keynes die al in de jaren dertig waarschuwde tegen dit soort lange termijn arbitrage: ‘’In the long run we are all dead and the markets can remain irrational longer than you can stay solvent’’. Zoals bekend, LTCM is al een lange tijd failliet.
Figuur 4. Rentetermijnstructuur inclusief UFR en Euroswaprentecurve oktober 2022.
Bron DNB, Bundesbank.
De makers van het nieuwe model hebben een knap staaltje vakmanswerk laten zien door de (inverse) rentetermijnstructuur na te bootsen vanuit een intertemporeel evenwicht. Maar bij gebrek aan rationele arbitrageurs gelden voor het lange segment van de markt deze evenwichtscondities niet, maar geldt de facto de habitat theorie: het is een lokale markt waar lokale vraag- en aanbodverhoudingen de prijs bepalen. In casu: het grote (gedwongen) aanbod van ultra lang geld door pensioenfondsen en verzekeraars plus de aankopen door centrale banken drijven de rente in dat deel omlaag. Een anomalie die in de tijd kan omslaan[2].
Pensioenfondsen hebben een ultra lange termijn horizon, maar de vraag is of ze structureel lange termijn posities moeten innemen waardoor ze onderhevig worden aan de grillen van de financiële markten of dat ze zich daarvan moeten onthouden. Het FTK, ondersteund door de opeenvolgende Commissies Parameter, stimuleert pensioenfondsen deze speculatieve lange termijn posities in te nemen. Dat gaat financieel goed zolang de rente daalt. Maar met rentestijging kunnen pensioenfondsen honderden miljarden kwijtraken door margin calls op hun renteswaps. Dat gebeurt nu. Zie ook de opmerking van Keating in de IPE van 23 november 2022: The LDI is the ultimate folly.
Kalibratie
De keuze voor ingewikkelde wiskundige modellen staat in schril contrast met de minimale aandacht voor een grondige empirische toetsing. Hoe de periode keuze de rente input van het stochastische model beïnvloedt laat figuur 5 zien.
Figuur 5. Histogram nominale rente in Nederland.
![](data:image/png;base64,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)
Bron: CBS, ECB.
De Commissie verwacht blijkbaar voor de komende 60 jaar, dat is de periode van de scenariosets, dat de gekozen referentieperiode de maat kan zijn. Links is de verdeling van de jaarlijkse lange rente over een 72-jarige periode genomen vanaf 1950, rechts de korte periode die de CP2022 heeft gekozen. Van een statistische normaalverdeling is bij de laatste helemaal geen sprake; de gemiddelde rente ligt rond 2,2% met een standaardafwijking van 1,7. Voor de lange periode zijn de cijfers 5,2%, resp. 2,8.
In de scenarioset wordt prijsstijging bepaald door toevalstrekkingen die uitgaan van een normaalverdeling. In het Commissie rapport staat niet hoe zij dit dilemma heeft opgelost. In het CP2019 rapport was de maximale inflatie van de scenarioset van 2022 Q3 nog geen 6%. In het nieuwe rapport staat “dat de P-scenario’s op elk tijdstip scenario’s bevatten met inflatiewaarden boven de 10%”. De kans daarop zal naar onze inschatting minder dan 0,5% zijn van het aantal scenario’s, gegeven de gekozen referentieperiode. Een andere vraag is hoe persistent deze inflatie is. Zie onze eerdere opmerkingen over hoe lastig het is inflatie terug te dringen.
Naar de opvatting van de Commissie wordt de risico-neutrale verwachting van de rente op de lange termijn weergegeven door de UFR. Zij refereert in haar rapport aan de hoogte van de “natuurlijke” evenwichtsrente die uit geciteerde publicaties tussen -2 tot +0,5% zou kunnen liggen[3]. Daarbij stelt zij de vraag hoe deze natuurlijke rente zich in de toekomst zou kunnen ontwikkelen. Verwezen wordt onder andere naar een artikel van Rachel en Summers uit 2019 dat secular stagnation aangeeft, maar dat ook concludeert dat zeer lage rentes financiële markten ernstig kunnen verstoren en leiden tot bubbels. Wij wijzen op een artikel van Borio ea waarin wordt geconstateerd dat uit theoretisch en empirisch werk duidelijk wordt dat het monetaire beleid een belangrijke rol speelt, meer dan verwacht, bij de hoogte van de ‘natuurlijke’ reële rentevoet. Dat zou kunnen betekenen dat de rentegevolgen van het uitzonderlijke QE beleid van de afgelopen jaren niet automatisch naar de toekomst kan worden doorgetrokken. Dat contrasteert met het advies van de Commissie die uitgaat van een lange termijn ‘natuurlijke’ reële rentevoet van nul voor nu tot in de verre toekomst.
De DNB scenario set
Er zijn nog geen scenariosets bekend die zijn gemaakt met het nieuwe model. Daarom wordt ter illustratie teruggegrepen op de recente scenarioset 2022 Q3. Het commissierapport van 2019 heeft zijn parameters afgeleid van de economie tussen 1997 en 2017; een periode die is gekenmerkt door dalende, zelfs negatieve nominale rente en lage inflatie. Deze scenarioset is gekalibreerd op data voor rentes en aandelenrendementen over de periode januari 1998 en december 2017. Daarbij zijn restricties opgelegd aan het maximum rendement aandelen (5,6%) en de UFR van 2,1%. De Commissie heeft het percentage hoge en zeer lage rentes in de scenario’s beperkt omdat zij deze niet passend vindt in de huidige tijd. De hoge rentes uit het begin van de jaren 80 zijn daardoor niet meegenomen. Het rapport uit 2019 acht dit “plausibel aangezien het rentebeleid van de centrale banken niet meer representatief is voor het huidige rentebeleid”. Dat is een bijzondere opmerking, gegeven de huidige inflatie en ook gegeven het feit dat de projectie betrekking heeft op de komende 60 jaar. In feite wordt de achterliggende economie en financiële markten de komende 60 jaar doorgetrokken.
De parameterstructuur leidt ertoe dat de rente naarmate de tijd verstrijkt gestaag daalt. De oorzaak daarvan is onduidelijk.
De scenarioset levert 10.000 uitkomsten per prognosejaar voor de inflatie en aandelenrendementen in een Excel bestand. Hiervan is de gemiddelde uitkomst voor inflatie genomen. De rente in de prognosejaren is eveneens uit deze scenarioset berekend met de formule waarin de twee toestandsvariabelen worden meegenomen alsmede de renteparameters. De twee toestandsvariabelen hebben elk 10.000 verschillende uitkomsten per prognosejaar. Per prognosejaar wordt dan voor 75 looptijden de gemiddelde rente uit die scenario’s berekend. Ter illustratie is de RTS voor enkele looptijden en de verwachte inflatie over een prognoseperiode van 60 jaar berekend en gepresenteerd in figuur 6. In de nieuwe scenarioset op basis van het nieuwe commissierapport zullen waarschijnlijk drie toestandsvariabelen worden opgenomen. Deze derde toestandsvariabele maakt variaties in de stochastiek over de tijd mogelijk maar het effect daarvan op de gemiddelden zal, naar wij inschatten, gering zijn.
Figuur 6. Rentetermijnstructuur september 2022 en inflatieverwachting onder de scenarioset 2022-Q3.
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)
De inflatie start in het eerste jaar op 2,75% en daalt daarna naar de doelwaarde van 1,9%, maar heeft die in jaar 60 nog niet bereikt. Regimeveranderingen zijn binnen de stochastische modelstructuur niet mogelijk; alles verloopt gelijkmatig. Een opvallend uitkomst is het renteverschil tussen 1-jaars RTS en hogere looptijden. Tussen RTS-1 en RTS-10 bijvoorbeeld zo’n 0,75% na verloop van enige tijd. Dit is erg veel gegeven de historische marktcijfers. Ook ten opzichte van de langere looptijden is deze spread hoog. Verder valt op dat met uitzondering van de RTS-60 jaar de rente van andere looptijden lager ligt dan de verwachte inflatie. In zo’n kapitaalmarkt is het voor pensioenfondsen niet verstandig blootstelling naar obligaties te hebben. De parameterstructuur leidt ertoe dat de rente naarmate de tijd verstrijkt gestaag daalt. De oorzaak daarvan is onduidelijk. Blijkbaar worden de rente en inflatie naar een bepaalde eindwaarde gedwongen.
Het recente commissierapport presenteert de kenmerken van de kansverdeling van de nominale rente met looptijden van 1, 10 en 30 jaar over de periode 2022 t/m 2082. Elk figuur geeft de mediaan en het rekenkundige gemiddelde weer en het 5% en 95% percentiel. Figuur 7 is overgenomen uit het rapport.
Figuur 7. Nominale rente met drie looptijden over de periode 2022-2082.
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HgxSogK9TK3DpKUxR4lgrI0J0n5UdUANmznAHl2IoCigKKAooC9xVQAJmyFhQFXmIF1qxZo6li9axycrzE0ihdLyYFZHWm69evM3jw4McWTlEAWTGJrRxGUaAEKSCva5kAf+zYsSWoV0pXXjUFZLiirP7Xs2fPv61erwCyV23mlfEoCvxZAVn1Xub5UpqiwLNUQKVSIf/8XVMA2bOcAeXYigLPWAEJyGSlIH9//2d8JuXw2qrAsWPHNBUqBw0apAAybV0Eyri1UgG5UZHJp+WLpJ6enlZqoAz62Stw7tw5ZLqI+vXrY2xs/NgTKoDs2c+FcgZFgRelgMz9t2LFCnbu3PmiuqCcVwsUkAaZjh070q5du8fuaaQMCiDTgsWgDPHVVUABZK/u3JaUkSmArKTMhNIPRYHnq8B9QGZnZ/e3L5LPt1fK2V41BU6ePElaWhp169ZVANmrNrnKeBQFnlIBWRFT5lQ2MDB4bDqPpzyU8jFFgccqcOTIEczNzQkMDPzbsH4FkCmLSFHgJVZAAWQv8eS9JF1XANlLMlFKNxUFilkBBZAVs6DK4R6pgALIlIWhKKAokJycrPFUNjMzUwCZshyemQLSE1l6xVetWlUBZM9MZeXAigIvWIESD8hEGfQ7l86xd/MmgguNqR/Uk+aV3NHV0SHy8Ex+2naTpPQCoaIjnbsHUa9uAAa6L1jUvzm9WuTkKSwsoAg1mbHXWbIzk4GvVcXM1PBP38pNjeJy8B2S8u1oXq9MyR3QU/RMAWRPIZLyEUWBV1ABBZC9gpNaAoekALISOClKlxQFnrMCCiB7zoJr6ekUQKalE68MW7sUKOmALPH2ebZu2MKec3dwd7cVtN6K5n0HUKOUNVvea8xetR9G5tYY6jvQqm1zqlevgL5OyZ3DtPhwblw9jW75dnhym/UHs+gW5I+pscGfOp1x5zybd10iPLsso4fXoQQP6YliK4DsiRIpH1AUeCUVeCkAmTDCXNy8mu0nzmFYNpBmTRrh52FH9t0QzhxYy6qDMWJu9IRHQmk+mzgMG3NjYaApudNVWJBPkRry06KJDA8lRs+XhpVc/vIMSQzexq1cexzcfPCwNS25A3qKnimA7ClEUj6iKPCKK6AAsld8gkvI8BRAVkImQumGosCzVOCPgEy8U6NWq8WfZ3nGpzu29BAT/3Fu00I2HzqLZdMh9PEx5vdl89hv34G5A+rzcdO2tPlqEn6+ZbE0NdbkuNERm53Y4GucO3GCJFNrKtVtjK+L1YPNwe1Dq1F5BXDq5BVi1bbUrBpAJXdrivLTuHHjCvsOXMPS2pMuXRtjKHJKR51eCkZ2nAhOoXKVquSLimwXrwZT4FIWv6o18Xc1JT0hjqPrNhGOIXWDOuPtYIlObgpHTkeSdiuYjJx07P0CqFKlAmEntjNz5kysGr7PmNercPxcDs0bliE9+ioHT10mV9dOxLVXxkkVy7bdCiB7utXy/D81f/58unbtio2NzfM/uXJGRYGXRIGXAZBFntrMj0v2ka+rh4mhijKVatKwWSOMI4/x+8IpnDaqgqOAYjo67rw7sidWZkYl2mBx5fQBUnLAo0wZ8pLCiNP1praP419WTNjOzzmS6YVXldZUL21Tosf0pOWuALInKaT8XlHg1Veg5AMyNVlJCRxb/gsbgsOp3m4A7ev6imeKisRr29i88whnb6SJiTLHL6AW/QYGYVTCa9vk5+Wio6tPVux5rsfkYmBbnkplbB9abGpiT/9KqFEd/Mp4YG3y54iZl21lKoDsZZsxpb+KAv9CgT8CsvTcAqJTc0nMzP8XRyq+rxiICiFl7YyxNTXg1LqFnLwQTJmgN6jlVMiJvesZftiaW3MG0KxmO1q83hYXAaRUVh5Uq+yDrfouRzZuYfue02RZWxFYrwVBPdrj/r8Qxg0jKhPu1YerIWFcjSmkZadu9OtQi5y4s6xft5oTp+OwsChL+w7d6Sg8u/Z+7sk16yAuhhbSokoZYi5HcOJaGLqentRq2oZ29Xy4vW8dq345wF0LQ2rUbUuXvh2wyYvk7Y+WkRcVirFRBsa+NWnbqR2q2FOMnTAVu2qdmfxGLd79JpGFX9Xg8K517D8VQoGuPbXqt6C2rwlXgyMVD7LiW1bFeiQFkBWrnMrBXlEFHgXIikqKEUa4gUlHsC1fDWSbTg36deuAedgBNlyIw7FKM6oUxrJz5XrafTGBMjZGGInqiNJwg7qQqzt3cCEiCsuKVans74uzpQBo4liZCVHEXD2MkU8ttqzZgV7FRnSrUQYr4SGcnRbJ4aNnCIvOE5ufSlSvVp7c1Bgirh2gQM+Kc2G5dA9qyPF1W7iVlo5L5fpU8fXC3lTNzQsXOHvyInrOHtRp0ggnEx0y4oI5fjOfzOsXSMwzolbLBrhZ5PDLjO84ejOX1t1608jXhjTdUlRwMiTk0B6OhcXiEVCfWgHlSDryNUcVQFbir7zly5dTu3ZtSpcuXeL7qnRQUeBFKlDSAVl2Shzn923kh+Un8a7gQl5GAfW69qZupXLcWPEFO86FkWBSGktjS/H7qnTt0QxVCU4ZI+f60LblmJeuhqNpLndT8jCwLkNFEeHzpyae+ddW9GGf+RDa1alOKRuTF7lM/vO5FUD2nyVUDqAoUPIV+CMgixJm5yNhqVyLy3yhHTcVrlvtfOyo6GhK7KU9rN+6m4sZjjT3suDascPMow5hs/vzVr9O3M3SR+5MrscZMfzNgXjknGHPsYuYBb5GQFEUJzZuoOykXxlW2UnjkSYB2dKoID74bDDqE6tZf0dYappVp+jaen7beJZxn4wgKvwiYz6+yo2IhRz4vBSLPWbxUbtGXJr+Brctq9Gs11Ac4o5y/XowabZe7PzuA5z6zaF5qRwW9HuX5qs20cSlgPffnUndru3p0tCFNUt3E5/nxFudPdkrvOIMWk+nXtF++k9KYHyXWCatvkjn9u2wy49k99lMKng742BjQXiOEmL5QhfjY06uALKSOCtKn0qaAg8DMgnHLtzJICuv8IV2VV/AMT9nM0wM9Fg3vj/RZdrRpFF9bJLPM2XrZXScA2jpBLNnLKBNzyDN5wwdKtKuvh/JAmitmr+BczGx2JTxoVlQEHVqVcZaPLfunN/D9qlvkNLwC45uX0tYUTm+/Px96pZVcXL/GrbuOMqdOF0q+tWhXfsWOBmGsnn+CGKdOxIVXcig5p6sWLCXWJ1cHHxr0blrR1wNkzi0YTOHTtxE5VKKRi3a07p1FZJOLmbQtFuU1xOQLSqVRkOG07KqKesWzWXTuUxatKhNw/IqrhU2oGO5VJYtWM2llDRKlalG++7dsIlexKUiH8WD7IWuxCefXAFkT9ZI+YSigFTgYUAmI2JkuPmLbnLvoSP+Jz70AhvmfsWpcoNZMLw5B+eOYWlmJd7u1oyzC2ah7+ZJ3c5BOAmDi6GhoSaUPyc1hTObNnIpM4eAxu2p5OmIqaHY94gWf+0YOUU5xBeYcOZyFE7imRFU2VUYcYrISLwu9k7HyFfb0aRpLTzc7EkIO0tSfJjYN6nIFl5qgRU8hEPBdu4IpwSfhh2pLjy/DHWyObVzLyERd3ENqCoiX/yxIIPYOxFcuJFK9u1rJOrY0qFXW4zTQvj4/XfJdW/Oa+3rUMrZEZW5K8Isw5WTxwlOyRXPl/rU8XMnZEVf9lsogOxp1qKOWLjPZNnKC2TOnDl89NFHJaqsuBytvEie1OTnZAJv+Z9eSU508aSBKL9/KRQo6TnI8rNSOb9/F6uXrSJNhLZ06NmWrzYVcOibDtyOz8XV3gqVyMq/4O2h6PnUICQmkq1LF5KjZ4a+rhoT+1LUe/MHfnjN5wEgsx40m0p+NbFQxzB68UWMkkMom3OSkfOPY29hpAkxNbOw4tjRw+z/vBz6wzdTxdmLuYPfoGLd+rQb2B91XhY52ensP3SMAb36Yu3iJq5XKCzII+jzlQwJ1GfazEu0alWNtg1smP/rCm7fzeOdbnXY9xAgGxSwn+/WniE9qwCxD8PE2Zve7WviZONBhALISuR1pACyEjktSqdKmAIPA7JCcXOdfyyauPS8F9pTY3Gj7RcojBDmhtzcNYvvt0cJo0R5nDPDWXstg1J1WtDNG2ZOm0y2rhUFhYVciDRn55Yf2Dm+A+es29GgZlWSt/5KiktFGg0dQUNXc2Iu7GHFuKGcdPiGpXM7sLxfF/bV+ZR36qbx9Tez8fKpTsNAd7bvuEKhnjcfDijFup9HE9VmNZPqWzKyeVV8x26iUwNvLqxZgK67F2cO7eTG7btU79QPXZGTc++a47y5eh4OwUtp8/Zplm+fguG5NSw8kU+b9q1Jv7KeqHQ1tRo0JC30AAfjyuF2ZznrUqowqkd9zi/8nij/12lme5xkm5p4KyGWL3QtPunkCiB7kkLK7xUF7inwR0Cmo6NLUlY+wfEv1uAv+2UnIlg8hBdy8s2LbJk7mYKWH9O3vhdxR5fQZVUa09/pxq5FC0kX+4dK1f0wFulh3Mv6UNXTghtHtrNkzhZuGxTgV6URHft2o7yrA8Z6Opz8aSTnQ0WkiWV1zp65hEnpWkwYPZCyJkmsWj6bnftDKSiyo0GTdrRrXYuYkz9y/NQholXVMdZRUdPdhBVLDpJtr8KjaiuGD+hMZuh+Ni/dwbU7qbhUrEKr9m2pVE6fEzs3MnVlGN76cQKeZdFvync0sLzBh6MmEGVcjf7NHTC18cTAygfPwpts2LCHiDw15X1q07l3D3QOv80hq6GKB9lTXKwvNSDTkL1/ALzyC4tIzy3U0GB9sailm/69PxrnFw3hli+OBYVq5Gfz/4e8bU0MMNDXfalzQzzFWlA+8gIVKOmALPzock5euoaOeKGvYibCJzdNJ8RrDBObpOP3/gF+HtUTbzcLfhrzCe7VG6GbFkNacgq1B7yHk6m4lnLT0LMui4OZwQNAdqfVeOpXroVl9EFmXFDj4Cy81UwyOBBhx8dBPuSLJMfxCan4+Xiz9zNP9P4HyH55922svQNo2LU72TcOcfXWbUJ0A0hcPZ035/4qwmh0SE+MxNSpAgYZtxg96cxfANm73euyZ8NPFDT4kmYmZxgoPMjGtrrNYb3atK3tj4e1Hpm5ApGn3eL46XDFg+wFXht/d2oFkJXQiVG6VaIUeBlykOWkxrH55/lsOXKGmi0CuUMpTE3cGNGpGmnZ4GJnIfJMxvNp41q0W7GfqW905VZMEjp64plCIa4NetF/8HB613DSALJDAnhV/v445VV65CSdof7E20yqcoU5y3Zw+noCpuLnOoamBHXozJtd63Jozdf4jtuKT3Ysrzfqw7S1S3D3cCUrNZHCnGS+njyVX5ZtwFykDNAR5lPHUl68+dUcqmdvZPxWN6aMboFJwmE+W3FRFBhoRm7Ijj8Bsm1hHqTsn8zO4EzMVMLzQF1AqRbDGFbhOtkuDQQga6PkICtRV82fO6MAshI8OUrXSpQCDwOykLtZrDgX+8L76OdkRjNvG7EviOLYlkX8eLSQIUE1ST68mYmR7iz4pLcI21/MwaOnyRfg6m6aHqV96vBh35qs/XoEEdXH0L+mI7+PehObT2bTo2lNPERKFwnIVm0OxbnlaLpVV7N2zmJutxzFWN/zVOnwOTO+/xoznQh+XHCT/gN7UKpgMztupODWegw1Ms+xaOoU6nyxno4VDVk2cTTle4/gFwHYjAM6ULN2JS6v2USB8Ajr8nYHwnZtYPa2LBYvHU3Myu/45pI7P3zyGiu/G4ZT/f742qZwNSydyNhsCmJOc9skkC5VXDi94mfim35EH4O5nHZ4QwCyGkqI5RNW5EsLyKR3SW5BEXnij7mxSAr+hIHKvE5HbqXwi8htFJ4inBrFy5G7pZHYCKsoZW0kqu/pEi3cEK/EZRGblouNgGIBwvVf/m0qsvN18rXDSLjuP+k8L/wOoHTgpVSgpAMydWYEq36azeixPxIvHH2r1enOOgHJ7FQwpHdbNm49TKpwPXZs/z7ffTSM7h5J/DRjOh9PXUOWngr/2niy+uQAACAASURBVA35dc0qKloZa+ZHhlhuz0hj274EkjPMmDhxIm8N7c+WTWv48MP3iYq6K/KZuVBj0Ex2TWrHvnFl7gEyV1/0I/Yx9uNJLFxzAH07V3r1H8zX773G4eXf0nvUItIE9LYqW4ut25fhbZTKx1+d/QsgG92/JavnTWLy1jhW/vwen0xOYuU3gQx56y32HTlLnlqX+t3fYWjXOhQkJCk5yEroVaUAshI6MUq3SpQCLwMgO7/0Qw4U1aJ2YA3UwSs4FJ6Pe0ADVDl3WHwgkbkfdhNhLgKQderCqI372fZRL/z7jsK/eiBGhSkUGZhiauUk3u10NYDs9zkfYPjhJlrbGhN7cA4joxoxrlo8O0L0CfCuKMIebYW3cA66eiKEJukaB1b/D5Dl3KV3sy6898Mcyno6cXz1DNId/bl+NQoH8d7YqX8f9NW5ZGdnYG3nROK5Xx8JyPKu7+RmQh7V69UlL/IEB6LLUTZmA3ptxtLKzwF1TiK5BrZknJ7G2fyKigdZibpi/toZBZCV8AlSuldiFCjpOciKCnKJvXmV5TNmsON6FGM/78c36zP5vF8TPJxsMDIyxlJEyhxduZSDu/bg2LEXP47oSZqBNSrBCtSF+fgOms7nvRtrCoRJQJaka4h/n4k4qdM4cekiIxbcZn2L8wS+uwkrkQxfX8ADXeGR9tUX43HKOEWcgBj+XUeSeHA/v85ZxZSVIuWLiH5JTxDVmgvS6NBlALeiYzEWOTfVIt9mjVY96N2zI/p3zrLzthdfvy3A3qUN9JwfyvzP32LN92/9CZCdvHIX6dhwNipXpCbQRdfQiHKdPuIT93WcdRqhALKnuFpeSkBWIDy7wpKyBZGOFzHAujT1tqaig5kIi3o0vpLA61x0ugZ2eTuYUii+L73G9MRGWoZPypAs6UN233tM5ueQnmUyP4YMx0zPKRBgLZZeVR1xtlA9MuQyR4C6kPgsDtxIpmc1R40rp9IUBZ5WgZIOyGRC5JysLNLSM4XtXAcDQ2OsrS0011FqShI5OXnCA1ONnpEZ5mYmwu24iKzMTNIyslGLi8jAwBAra2vNNXUfkOW+JipfelbCRlS9tDA3F94CJuI42aSlpVEoPDh1RDUzAxMLbM2NyE2PR8fERnh+ChhemEd6usifk50rnjh6GIvvWYjqmXliw5KcliWdStHVNxSVDa3ENa4mPSMflcpAAG5d8R1hVRHXv5mxSownQ1S2LMLKSlTAzCjCWliCUlNTyc3L1xzD0EhsuIwNRRqBInFv0MPsJa/4cuzYMS5evMigQYMeG/ZeJMYqP2NkZESFChWedvm+sM8pgOyFSa+c+CVS4GUAZOqU8wzu8RYbDp6hyKwC7308mvfe7sG1k3sZP+Z9DhwLRhAwyg6fxeHPOmAZsYFOAyaw52woajMbRnwylg/efgNHI31NDrI1E4LYb2rP5pV3MHPx4uierZQv5ci7773F8pXrSE3PwaNGB4a9N5bXyydxYJUEZNuppFtE6K6ZdBn0NaFxSbhUacx3Ez/DR3hOzxKW/sWbToKls6iU3I9ls0aSemrJIwGZKuY4U37ahKG1PQM6iMrJ1KOT220adHyHmLRMDCztGD9rCfX1dnNTz18BZCX8elIAWQmfIKV7JUaBkg7I0kS1+hObZnLWsS+DG3pz4tch7DfqyaBG9kxfd5byIqdlz+aVOLF5PeePn6NRzz4cmDqWZpOXU87eiPy0KLDyxMbcTACzeyGWlwRnKNX5Y3zzojl56iA/pddlUZ1Qhv1uyzc9qmJjqkdiShb2draE7phOrNiH+HcdRdLhffw8YzEfTJ+BlWE+G6a8h0XHMeybO5eg7l2pVqsa+dmp6BqoUJEu+nPokYBs7dQRWFQTOZ/t0wi9k0N4WBbOunHYNRtIbREimp+dQp7KkbTdb3LIUgmxfJqL5aUDZJkiqaxMXn5duGw2LicrNOgQejeTVAGx6nhaaSDYfUwmIyRvJ2ZrPlvWzgg3KyNNktd/2iRQuysqCm66fJdKrmb4iqTlGhd50TJEyKaEb1diMylvb4KrlYrt1xLpG+gkKmAYaACC0hQFnqRAiQdkTxrAP/y99CBj8BxRJbIGjv/imvyHp1M+LhRQAJmyDBQFtFOBlwGQoc4nNTmNnLw8YVQxwMxMGChMjCnIzxUGkTRhuCgQr3u66JtaYmumQrcwl+SUdHLz7/3cxMwMM1NTzTuXBGR7FnyIw4TfCRD5V3SEYcXOVhpYdEkTRpDsnByKxHudnrCqm5iaYayv1hhY9M1F+I1YIgW5meLYGcKYUoSe2JhYiI2Qvk4RmcLoky2MQdIwY6gyxsrSTHQ7S6Tu0BNGGhU6RcJ4I95FVSKxM0WisqXwUNP0TUC7Qgwx0iskMTlVY6TVEQmZZY5NQ5088Tt99MV5DO5Za1/advLkSY2Bq27duhrPh8c1WX3M2dn5pTDC3B+DAshe2mWpdPw5K1DSAZkgXNw8u51OrQZzLSMHW+cmrN48jxp+Hvz0w3jmzl3I9dtxmPk3oed7n/FD57Lc2vsz9Xt8RUJBAcZ27qKY2HqaVvXHVHiUSUC2dc9idsbqcf5MHnWbtmHb6l/Jz0gUeccacPVamLjn61C526dMGtkf85CF9wBZ989wSLzN7hU/MODD2WSK54p3o+5sWfQ9d44s4rOv5nP0SgRGbgG88f77vNcjkEtHHw3I9v/yOd+vj6B9A3vK+tfEWhQu04vYy/CPp5Eonkl2IiXA9OVb8bo6mmPWw5QcZE9xTbxUgCxOEFoJuwoE+PKWMMpSpfH0SBEJACXAOhOVRjWRB8nTRpYBh6sCpMWI78jPOgnPLyOxkP9LC0/O4U5qDpl5Iv+ESCobnZpLSnYBZYQLv72pgQBi+sK9X58bCVkcvJlC5wB7bMXPNSXJlaYo8DcKaBsguxtyQiSVqSDcmC3EBkG5Pp7HxaEAsuehsnIORYGSp8BLAciKUTYJyPYtHI3H1JPU+4/vfcXYrVf+UAoge+WnWBmgosATFSjxgEyQg0JheElKTBE8QUSMiTQw1taWItJFj+zMdGEIEZxBRLFIry1jYUCxkAYOURAsITldk6tcRrdY2YhwS4N7DjkSkN0WBWQ8OotnjigMbagywlbkqpTRJ4lJiRQIqCbTQhkYm2Muol10C7NFVIr8txm6RYXkZmeSIryKJc/QF4YXG0sLYV+RETtZIhezOKDIs2kqjD+mwukmXxiQ8goFaxBsoSg/R/CPQizNTcjTRMQUaiJl9ES/dHWFE48wIqWK48o+6+rpYWltg15BOvm6Jpq+v+wFCKWhRaVSUbVqVU3Uy+Pa9u3b8fHxwcPD44lr948feCkAmQzdupGQLSou5WItFoi9maEGUP2x5YnFfCsxR+R8yNIkApchj/liBZa1M8ZFVMR7XPjlP1JLfDhRwDgJ5KQnm0zibyrykjmZq0Ri8HseZbJJ6+Bl4VF2JTaDJsLLTVZoUiDZP1Vauz6vbYBMu2a3ZIxWAWQlYx6UXigKPG8FtA2Q5aYnkXQnFGPvmlgp9pfnttwUQPbcpFZOpChQYhUo+YCseKWTgCxSX4VP3y+pqISNFa+4f3O0Vw6QSYqakJkn6KYOsjrkk5r8/MWYdJKzCjThiy7CE0xCqcc1mQcsU7jiy+9JkOYmvlPccEoCsDSR9N9QuMP/XV9ORqQRK8qoB7qZCw82BZI9aa61+fcKINPm2X8+Y1cA2fPRWTmLokBJU0DbAFlJ019b+qMAMm2ZaWWcigKPV0DbAFlq9HVyRSi9qXM5TBWDzHO7NF45QCYrT269KkpsC8jVQlQRelJ0lYRpZ6PSNbArwMVMk1j/SS1NhD3qi4T9Jn8D0p50jOL6/dGwVNJE/K+/kynOIiS0uGFdcfVTOc6LVUABZC9Wf204uwLItGGWlTEqCvxVAQWQKavieSigALLnobJyDkWBkq2AtgGykj0br27vnisgO3niOBERkZpqdGCEu3sZatWqSHpaMvuOXcJCeH1Va1APcxGPq87P5NzVZBwdLHFzNv/LDMgLZM6cOXz00Ud/qpiWLjyv5h+LFslPoXc1J00escc12Y1Dt5NF6VMdKojE+DK88mVsMh9Zjogj9hWQzMXS6EERgZdxLEqfn40CrwYgy+HQvus4uNjhVd6Ff5PxLzUqhIT4SCyrNMXuKWD4k2ajKC+DgyfOi3tZKUwLk8iWnqVlK2FWDMd+0rnv/z4nK5tjew5SrXUzzPX1Hlz/V84dQ9fEmlJlymNqcA/8y/6mxN7iYooVDf1L/cWAkBlzibu5uqhsyoqKuvdi7lOSkzhycC+N23RF3iIfZ0JQANnTzpjyOUWBV0sBBZC9WvNZUkejALKSOjNKvxQFnp8CCiB7flpr85meIyDLYfTob7h+/TpOzlZik2UhEp/VpU+PmgSf3c3UndEE6NylVId3aB3gTFrIHracFcAsMIBqfo5PDchSc/LZGZKkSbZfq5QlTbxtHruhSxWeYLtCkzRJ9gOczV7qdbD3RhL6AvT5i3E8DeiTBQFkAQCJKv/YJCyUOdakR53SXh0FXg1AlsDQ3ouo2SSQPgMbi5pd/7yF7FjI2RNb8R67mmrFUNErPyWCQaO+pk2bdgTY5pAqqHvZ+l1weI55AlKTUvj5+5n0HP8RDioRav0/WWZ++S76Tn606z4IN4t7P5X9vXZ4JVNCKrLog3Z/qYIbeXAaZxL0sK7UiwZlhQeu+E7wlYu8Oeh1ftt1GWczncd65b5oQFaUn835Cxe5cStcM1YDlTku7l7UqFyarORYDpy9gZlIYhpQ2UdUhDMmNyWa6ORCTCxscbEzfeRimj9/Pl27dsXGxuafLzblG4oCWqLAqwHIisjOTmfj6vO071EHE9X/Vyx/+mlUE35mH2p7d+zFvee/hsOoiwrITY5i18U4mtSqzPXTJ3DwLo+Do6OmGubzauHhyVy6dId27XwfnFJdmM/m7TsJrFYNF2enBz/PSAgn/m48OFWjjPVfzVg3zhxA5VoGe0d3jMQDpigvk6joaMITcqkX6P+3UR8KIHteM66cR1Gg5CqgALKSOzevUs+eHyDLC+Wjb09QwbssnVv6aMpUyzLNiaHHObnmK3SGrqZx3laazDFn6fAAjq+Ygk/zblTwr/HIjfDjPMiSRIL789EZRAgA5Ca8x6qI/Fyy0uOj2pHbKZqy114i0b71U+QrK8kTL/OWnb+TLjbHOvgITzLV31RWknnLDtxIJiIlV1S6+DMik/t6J5H0v2+g878erjyipsy4+FuGfD5HZ5p/3edX/Yt/AmSiqom6IB91oShf/yKbXBuiiouOnj75mQmkpyaQkFZETr4az9LuxN8IJS47FxsXD0q7OIp7RgrD/gfIOnXwJisrF5WlM6ZFmYRfv0maWP127p6UdrTVVE+5fCkMxHFz1fkYO7ri6uJC7IFfNYDM65PlVMhM4UZ0MgEVynL+YqwoCe+IsUpXAJbbWFhYCG+sPNIykknN1yfpbibmFo6iUok7OkK/uzG3CY9OxFhQus+n/kTXTh1pXa8yEjmbWDuQnRDP7dtRFOgbYis8sWw9RUVNA10NkCrISSdcQJyE9GxRjcYQO3tRjdbRGX3hNRsbGU50UrqANg54l/MQFWMgMiwCHbWoaCuqxeiZWIlqtkYC+MSToTbAtXRZrIXHbdj1G7j7lKcoM5GbNyLEeU3Z+Mt3OJSvRVB3UfY5P5GoyCgy0+LIjr3Az5EBLH6/JdEhwaISbybGos+lXJ1JPTOHs4n6mJbvQAXTHOISs4hNSOL7z95h2Z5LWBbd5XpoBDl5eniUE5scW1GZR4Sby/aiAVmOgH9TZvzG8TNXcHexRGVqT6VqjXm9XSUu7l7Or5dyccjPoHan3tSo4ErkmW0EJxhR1q86lcvZPvJKUADZi7xBKOd+WRR4NQBZAfHCu7am79ccDp2Bs42oAPaPJ6CITeN6UVijFdXb9MXtPxpKZKWxxCs76PL9UZZP/YSjq5fh1aQp5StUwPg5vlidPBnBxg2X+HJS2wcG58LcdBq26MCECV/QuGH9Bz+PPLOJY6dEFekGX9Dd5/+LS92Xcun4/tg07U71eq2xE/rkp0Syc/duNpxLZu7ED8Sz+/GilxRAJqu7Xb12javBoZrO6hmISvMiP1CDmuXJT4/TGGMM9Izw8a0gqs2Zk5cWT2xStgicsaH0IyJi5DGWL19O7dq1KV269D9edcoXFAW0SYFXA5Dlc+P6He4IXlGnsS9/vVM+eUaLCvK4tns11g06YG9i9p+NJtJYERsTTUhcLnUCvDi1Zzd+zVtgIXjNP38WPrn/j/vE+fPRZGbkUbee5/8+ohaVOLNYvX4znToGYWpi8uCrKVFXETUWMXKqiJv5X+Nbrhzeio1/bewsbTT6FOakciMsmowCA6r6ev0tn3hugKzg9kY+3ZmEoa45gfZ6YkPogrePH3oJIZxYN438ntOom7eXAb9Z80XjdHZGONA00AufUtYYGuiLnF9/nh55gcyYMYO33nrrQYiliRAtOUdNqKg0aSQAkcxHliS8pNr52P1lHvLE7349HUtdT0sqivDKV6HFpuUSnZorNtD6lLE1+Yt3iBxjem4h6y/GU6u0JV7Cc+7h5SQrY47dfpMNAyo9lSQShMmKm7LMq/z/ErgViL+l9vLYxgIKGInStrLggKHYSL/sZV+fSpQS+KE/ArKinEwKkuMoFKHNL7LpGBhi4OCOnpkVceeWcWj3Otaf0yU9U4cP3uzFqgmT2BWfSO2g/owcMYgKpfQY0XcxlWp4Us4plIuRmZSu0Z1Sd08zffw0Lusb0KznG4x+o4/wgjSicb23MLtzlFTDNGxavM6QQUPwjtvN2eObcR7+I1mHtjJj41XWzZ2If9XZbNogzlHGlP7D36Z+g0bUso1k/7HtHE0rw+kdVynn1YLfNn6JeW4Cs78fw68bT1CpcRCXr17nw+EDcM25SLwou1yuUTdC1izh+xlryTSzpHIpI3rP2k4TFyNUeqIa7unfmfbtHPZdjsFUVKht3j6I14a9hXHkKRb+8ANrT4bi6dec8V98TBUvYybKMHLdVM5fDReeCcKjtmwpYk/v4UK2Ea+/9yXdq7rw/muDmbB9OVF7l/Dd5F/JsS+POiWUNl370blDENf3rmHW3F9IEQCvebO6XDdryqyenkx55xM2B9+iVPWWDB82mNIZ2wlO1yfRoDTh+1az80QsDj6BxJzaxPoDZwjeO48vv/6NmBQTBrw3kte7NKWUo7nmIfM4QFYkNMnMFKWgxd/yT0hICJaW4r5bsWKxLr+UqBMs2hKOuV0ZurXwxlAaYYxUotrcbZZ8/ha1vt+K7t5pbMmsSddAR66cOIRbeV9q1qz52BeLZw3I5D1T3julPUPnOW54i1V45WBar8CjAFlRbpZwDxK5Ll5kE9eUrqGxsNTpkpMcRlJ6AXEJ6dg6OArvpSLuxsaQo6vC3sUNNwdzEuJuPwBk+hlh5Bo6YWdlTkZMJHfiEsDcEmdXNxzFzzIzc7l88aaIhUghRa2Di7iXOFuZ8PsXfTSArErTzhgmp5BXqIuVmZk4bx7ly9lRmJfFpevhVCxfjrTYm2SLauhJaTmiKroRLsKI4+JoSW5mGtHCWHJXfN8oJ5K3fz7HimljUKcnY+bgIAygamFMiSY+ORNdAyNsRH9cRYl5I1FfSi3ewbJS4+4ZMnSMMRDJnUt5uGJrI8ZxN04cN5osPUMcnMWYHW3E5/M4fz0OG2H8SBDGU9cy5SgU79cJSYmYi/d0mT4gMy2bO3dSqVjBjqT4cG6E38XCzoF+/Qby7ddf0rBOdWLCI4RBJYXUiBPciY/BoNF4gtwzuHHlOulqXdzKeeMsDCqrJgzEpkkXvCpWIzc2lpyMJC6HhAoomcXMcW+SECmMT3dTMLV0pGwZd0yFlej+rbGkALLctGgWLFrNll0nKCP2KAZGVnj5NeCNPo24tnMxSy5mYyLes6q37EgNsdFMCTnE5fB0YbCqQx3fv0bEKIDsRd4klHO/bAq8GoAsg6WLdrN3TwQzl7z9rwweeVmpzOtWHt8FJ6nhXEqkdvlvM5mfGsXhg7v5+XAic8YMYcl339B+zKe4CLby+NKF/+2cj/r2mjUXSEjIYPjwuvd+rRYs5+4dKlSpx5lTx3BzcX7ALoJ3zuR0nB4OdYfSosxfezlzWFP8P5hGFW9/LMSDJO/udZZs2EV4lhmfv9PvkZzkfp+eGyCL2TOZSWsF6cs1w9U4m/BMUQEysDVThzQiMvw8Y1ZG0p4DuPafzP4vPxAbxkGkqVUkis+VKyM8SFyt/wRzEhMTGT9+PL6+vuLdR/hNiYG3aNEClbUTUQISSa+xzLwibgurTUuRrP9hj6rLMRncFQn6fZ3MxGb63wRrFf+iKI4jHrmdyl1BXhuVs8LqoZxq+eJFbK1w1a9fxkpTrfNRGzKp3fKzsYxs7PHEXGbSU0xCuS2iKEJ2fqGoBFoogGQ+6aJogIvw3pMbP+lcUsramIoOJnjaGmvmRRpVhe+Q5qVHXs/3/r73j/94fReHhK/kMf4IyNT5eRQKz6jCzNQXOlbpPaZvZY+uykQDyH7bfYxIh26MrmnKuh8/JbnxRN5u4cX+iSMIrTGU7s1KM/Ht38i+sxHPls0JbPkG5ZKOs3XVr9j0nE67UoX8PnY42R/+Qi8/J9o3acdro9+ne5uKfD36F+Gt5Uifhjqc2L2YmJqD2LbiOPtXzdbkO6wQMOMRgCyM9dvOYhQ4hq7+2az99jvKfb+SwKT1BH1zgvU/jifz3G98Mncnrw8YgZsEZAU55JiWImTHXtqNnY9d8hn69BrC2G0XaOoqAJk6ma/fGYpz/V40aVCdzYtmczUR8f3u3Dm8mn3Jnnw5pC03di1k1jFbJn3alrkf9INqr9OjbU22Ll7AxSQVw98bQHroCaZvi2XJuAF8+NogJmyawnuvvcHbX8ygqmM248Z+gn3ldtTzduDa5YuY1uxN01L5zP5uNGFu/WgXP49LfqMY1r4GUetnc9awIqVVF9EV+8mNVwTYztFj4qihhOxdxMCxs/h93yY69xjFvHnz8BJaf9hnHs27taNL72bC8KHzWECWkZHB1q1bSUkReE5s3lQqFYGBgfj7+xfr+os+vYJlwgshS8+Zqg4GYhPsRAUB4XQy4lj25Sf4j1uA/uEFHMwLpLz6OjkWZcXvfanoZiWMLAaawisPN5nnsnXr1lhbW2t+ZWQk5lD0/7+2+4YFacDJF8YEWVTGSBgTNIYEfR1NuLxScOW/qqx8/3kp8DAgU4sX2rzwYIpyhWn3BTYdPWGcc68gIJmKm1tHseJ4KtsP3KJtUBscC7PYsm49MaYOtBVetkP7BEFGFDV9vmbb8Y84suxjEsoNpoWfC2d+/ZkVW/eh61OJHgOG8FqbJty8fJv6NYfS2SOc40X5NPtoJqO6NODCD8PIr9oY+zJenNx1hBw9G2qU82Hu8ijW/NqDjDtXqf3aaLatXMih2YO5kqXihHgI3E2wovfAwbwp0geEnzvEjOnTOB4aT/sO7dgdIp4/4pm4+NOPqNGvLzaqTFbMXsj2EyKnr8qSOtUqMXbaN3iKHVKhCDXfu+5Hvpy8gjsG7qiT8/jk8/fp0Nyfk6uXsnDRCqKMbWktxvxG/85iYxaLX6fpvG5/mn3nxXv48E/QOX+G/Qd34tmhL2+8P4aI07eYOmUPG9Z1ZPGs8cxddpS6Pd5mz5rFLJozTRS4UjFv6hw2HTyPs5sRNerUxa31R5SP28LEd78lRAC5Hu98zNDX27P/x3ewrt1EeOvdZfPyteQaWOHqHUCRgSUTBjZj0bdf88uhS5QNaMHoj9+npn9pAcnu+Vc8DpBJw4t8zsjni2zSWOMhgGFxG2HuL+W0mHOs3BFKho4bAzv5YWBggInw7M4RXumzhwdRY9J6VJfXsiepLPX93Em+cQ59EcrfpHnzx6aGUDzIXuCNQjn1S6XAw4BMRsOo83Je+BhkNIzc1xSJfUBmUiQJmRATm4xvgB9pUSL0PDUNA0s7DeCxNlezbPE9QDZ1wQAyY29TYFEOdysREXLxMndzcoWBwlXkYHfE3FhFtIhYiYuIEsbcLPKMTXHzqoC1TvYDQFbZwpTE+DSsLc3JyRY7aj0DYWwxITU1lZiEFLxEVE7c7YsUqCyIi0tG38iOMp4uWJqpSEuMJ/pODFnpCdwOu8nGi5ksmvgOEaEhuFQQhuzsFG7fjEBs94XDkgGOTg4izN9B5G8XjjEFIrolMZabt2LEsS0xEs/+chXLYSasNQnh4cTcTUBtYoGTiysO1mZkCk+wG2HxWKkTiUnNF3uvAFJv3RSsJwsnz3I42tsRF5NGXl6B0MlIPCeiiI5PFftEY/Eu3p5zApC52FsSFnqT5Mwckq5sIlrHGZd6A6llmUzYDWHY0lfhVtYLZ3G+WcOb4f/+95SysCE97i6F2YnsPXmVVKz5ZHBn4qMihME/E1MrR7yE84FKDOr+TuC5ATK1CEsqFA8xtbC06eio2bpyJRfOnGXU999r8hAUCHijSyHp4Wv45kp5Sh+cjFfQMBJPn8HC1Z3KnV/H6Q+RkvICmT17NiNHjnzgQSZBWYywgCUIQGRnaoiViT4X72QQKvKR9flDyKAsEvDDwUg6+tlTWkCbVwnKSCh18FayZswDarhoNlqyyfeG9ZfiqVFKLFQBx+7//OE7So7YrN0RoZeOFoaaTdvftbzCIk2ut6MCyg2q6fIgn5k81x+dIQrE5y7HZrJH5HtLyMynnNBc5jizEC89pio9LFT6IsRVHyvxb7lJVDaGxX+f/0sOsodCa4v/jE95xP8tFAnIToXcoKDiIDwLo0QoZWfO3EjQeBwWFYgqrcNmsnBUE2aO/YDzInyjQd8P6db3TeJO/c6I4UMEqM25Z+HQ0aPOxF0sG1qdHm2m8/FnbWnZyoePR40SMUhEwQAAIABJREFUHkUqetUvw8Ip41iSXgt7N38urB6vSVz/aEB2h/D0JMp2/wbHqPMc3TiL24GTaXjzU3Z7fs3AGtZY5scwcOQkWgqI4potAFm2uEEb+3JNeIHNnfIlWYl3WD35HVzfW0pjZxWq1OsMmbiIju3b07pxbY5tWk5obBJ2Ff3ZP3s009ee1XjLyg2mc92e7F4sNkUfTyKwXx8aN68hwiaXkZanS78h3bh06iTzF53mm8/682GPAUyYM5ixK+P4Ymg3vN1tWfDdWPQcK5InNqkZiTF0GvYZZVUJRJz/nfd2CLX2T2Dn6UiNxyeFhZRu+zZv1s7BwyyNE4V1xaalMW+1LE/I1Yu8Pagr8yYMpVKncUjvWzltBQKKT5u9gIED+ol7he7fhlgWiuPLJjcyly5dQnr7VhBhQsXZLm76jl93nic61wZ7vQxSC/UpVe91xnWrxs0TG1l4zQKHGLF2XuvB3t8PCxfyMljaWJNRZIp7KQ/chefGw8+CiRMnYmVlpfFGk02GwEijjJ7YeP+bJi87ed+UqQD2iTD3a3FZGo9faWiwF7kfKziYCu9fY1EgwRAzQ7Ep/IPR4P49VVZa1hXXxav03Po3WirfKTkK/BWQqcmPjxDGB/FG/QKbjq6e8FIWxUgEAL+5ZSSjDtkzrEc3LILXcOhmBh4NelBFL4bju3eS3WggHSvoULPC5/Rrf5rcJjMY1q4+52a9xQ3TytRo2xPzK7+L4lFi0zBkHC7xN2jdvj+7w45TNu8yNWv/yNx5HxK/dSLxtjYcTbbHy8mbkX1bc2DfBeYsexQg68m5wlZ07tmd+F0ruZ2uR2DnZkQf38Lh9LJ8M7gF66e/wZxr7qyZ8dk9QNazPcf27sPWJYCgdk04sGY5G49E8u2imXiaFpKdHEyHjm/w9c+r8SwKZujbc4VndR+8DG5w7kYcrg37Ul0Vz7HNwsO59Tv0rKTGv0xTFh3YRy2TELoNnEmn/gL81TZg2oFI4szq0lZEtEz5dhPz5/jR6t2VhOxcQuzBH+g8ciHfTv2BiB1LyHCuTuNufQnd/RMrfz+If6s3SFg5loZf76Bx6VymdR1EwMRpRG+YhJG9AeezS1MtoAENXYVRdvkSziea07eGOaujPPhxZC9ubJvLb5dsGDaoHRXLOWnud48CZBKKZWdns2rVKnJz7603+XfDhg2pVOnpIiH+6RKNvbiZtafCiCpyo46zARbWdvgKg4+5Xi7z3+2Pz8ezMArexsn0MjirY4WXvB2uXpWp6mmDvthgPhwRI8//22+/UblyZeGx567pjnzmSIOM4ln8T2dH+fyrrsCfAZkwCmSkkhd984UPW09AGAN7V/HeL+61myfxyxkj9u8+w+yfpnBs/hy2X7iKbUB9BgwaSPO63sJAsJ8d24L5cHRlYWyYhbrh9/T3Tuar/qPYFxeHT6uuDBvSX3g1ezH921Usmvwj5e3iiBEFDruNnsq79d01gKzCrP0YhZ1h+fZrtKofyMULRRiKe86HQwPYs2cXM1bsZsnUz5g/ogZx5YTBZdtRdI2qM+m7kTSs7Mi+DctZuGSFSFNjjFel6qTq2DFjVF8+6dGVd4URKfXkBqZOXsQlkX7FQHgD9xzQmwHD+uNkrCZRpCXYsnwOU2ZvI9MhAJ3ouyze9DO+DgWsnfIDK3cdRO3hS/feA+jWrjbB168waOQCOtufZ+XRaEZPX8jteTPYHXyelh9Opt/rPVg57xCREXcZ9Z4ni+ZNZePBcKqLSKJ1s7/m4tnjGCRd48tPp3LitkiN46GPb7PX8a4ThOrcKn74ZjEJto68/s5ohnZvwa/vtMRnyGiuHtwvnCB2YensiaGdcLry8KRP/XIsFpGImy6E412lFePGjRTPQjthpL4Xsfg4QCb3M9Igc7/t379f86z5p+HxOuLhpTHpRF04j46w6NuI5KLG4uV+y/JlnDl5knenTsPqf2/+hcKzZVynIQyY9oWw+I+jdf+B2BZeFaFEzjhU7URd1/9f/4/LQRaRkqPZwEmvMHMBXm4lZnNJeIu1FWGW93PlhMRncispRwOLbF/y3GOPuiPI8MaQ+CzCkrNpL8adL6IcToSnCo8yPZFvzVQDoR7XisRmWXqgbQ9JFFVARV6kv8mhIYscRKXmYCM0dBbQ7XFNLoB8sSnMER25F06ko4FpclOYKDaKceJ80Sl5pArvMzlPAS5PVzDhioBukWK+JdSTTS61PAFa5fjNBXizEZDUTvTNRsA36bkm883JlyzZ75j0XOIETJV/5Pc9bYyp5ymKRxTzrlMT5ivGmCa86iTskRDwvp+cjan+c4OBJT1JvwRkp0NuUugziEq6d1j69Sc49P6GFr4OpIUfFVb+alTzNmH0sIX4V7cnOTVDwBZhka1qzN4VS6j6zhQqOeqScusQCW4dqSu8JFs1nsIn49rQsqUvo0eN1Lxw9qpflpOH1qPf/EPuzp2OwWcLGFrOmPK+H7J506ciqbCAve+Pp1GLIGrbxRCRmUy57pNxiDzL0U2zuFV9Km3zFtNnqynLP+qByd1TjPhyIR269rznQSa80dKMvbi59wTDv5muCSEf9+ZrdP7pzL0Qy/w4xn/wGVVadqWxAGQ7fptFsLgf1W/XgZgja7lsVJthrQLISQrjYpwuLetV4Nuhn1BjQB8aNZOAbDnpeToaQHZRArKFp/haArLXBjJh9ecMe2uOxnOsppe18D4bgWmZOpR3sOZW6DVKtRxCI5dsti6dzObsltS89iM6QV/Qsro3emkhxBQ5Yhi5hYScZDaEOWKi78j373Tj1rl99Bs8hDUbf6H3p1v59qMhIhzJinOnj+FVwV+TD0de0y86B9kDI4z0Ry3I5OC+/azdeoKpMydhKA000jgjwOO5LQu4ah5A5MEdBFQTlr2UQvIz8gkaKjwzHkoEIb3lOnfu/CBJ/31v5X/zJiYNM7Fpeey6nqTxbP6kqYe4J9y7J8n7ofw7XtwLj4WlciYqnQwRDi/v1WbiOSad22w0uTTVVBL3xwCRx+ZJBox/00flO4oC/0aBR+YgK2FGGAnItmc0EKH3DTiwfCo/zprDLWGplm8j5m6+tHlvMt91cxT5CatRtpwrHSasokf9Kox/ZwAr164nO1e8Z4j7h0PVVvT5dBbd3XTp0OEnboePFy84WVSp2YC5c2YKQDaZBftucFE/kIGvd2VM77oCkJ1/DCB7BwdhCK5WoynXN87gSnwBRgJ8qcMPYd/qU1qVLiIr7Bitv9jOsikf3wNkrauwP0IX3/KVea1lLY7s2MW+vUfoM248nqpsckK20mtVDrPfF8VirIwZ8+Y4KjVtRPTt4yyYOZ1bsemae42pyJnV4oMfmN+/rNgUfMXe85PxdM2n65idwlu7Gt0bG/Hd7tuEJTrSSgKy8b+wfIoDc3VH8HkjkcIjL40GLTrxxaejWClyw1QNrMngAX1JCt7HGbGJ2Z5QlnmjelKkI99zhA0mP5/Bs3bjcnkBhXqx2DR4lwZ12lLJIoHd4l49/bf/Y+86wKOouuhJ7733RgppJIQAISFA6L2DqDRFBARROoIoKiJKERCkSpXee68JCYRU0nvvvW3JbvLft8gvIhrABJIw9/v5wWR2ZvbOmzfzzj3n3MtwV0jEDwfuE4AkQ6kWw4gKHAd//hKdXR57xfybxPJJEYaN39u3b0vkqo1dhHlyb8Rd24oD524htoIavCgJUF7Dh7rnOKyb2guZQYewO1YNytnh8BrQB+FhCbDWV4eVlRmKiZVtTItb62cUMWy/zDJGRMVAVjxiwRjWHTt2/D8B4FXuS+4zXAZaYwaeZZCJeVUQUTH6TYcMMaVkNPRQQ+/9/qTo+DrBFwGrJuDoosGINB+PMX19UHnrd0QIdeHI5uR74di+eht6DiAFQc91mOWjj1/GUCOUKacxsosNYn5Zirx2/dCpT3+c/3UrQpLT8NOvS5BD9iDTZp7Hg3v0rCGATH3al9h1LA5fzZiCzvbaWLspGHJ/A8iWYNusdkhz/h3LZ3liF9m6GI2dRoSVcty8HwttW2/0tZHCoX1bESXV/g+AbCRmH96Knz7+DCM/XYGOVgr46dtfoGjlhk/mTIOhfBVCgq5j7cYj+H7zTmhkXULngeuw9cwulFz6ETHy7dClZ39oJN9BaDLN+X1Gw7AyGp9/ugq/XT0Hx9JLsOj+Ew6d3gcHuSBMvSoLX09fVAUkIiMpDv2Hq2DzqXicWb8QcRdXo/vMvYh86I/fF7wHvRFfoWf3Tji7ZSkiSuVhYmIPUdQVdFuwFfbSmfh1ylx0//0UHn0zFLodXXEzQw/jBgyGiSAKe09eQWWdKrraaSBY4ICl7/sh/sJO7Io1x4pFI2GoqyYZSs8DyFiRn40/tqZ+Enw+nxq1DYCtre1LDcH/A2QJ5zfjt4BiGFjZo616MYIeJkCk44GvF74PUpSgjhaWRSE7cL6iL0Z4W+H04imwHzEZUgWPUKJsAkvfUXBQ//PY/wSQpdHCgz2M9cnbh/mQVZE/Vmw++SCQi9s4d0MCaOqx8S6xx1z0JSb+rdUTi4EyyWSwLUcLMCbbYXLSDmbqUCY/sH8Dgdg7bQ7JLKcejcWJya7/avYfT+yxBxkVlFeDfwXSnjdiJKAZgUe1hJgx6ScDkm4Qw8yJunA6U5OBhlhkNXRdr1K3UibbNNX8E5xj5088RYn1CQP6sgmEy6FFaTYBabKUi1r6hRYxNiy1FCWf1aVFZw0BdwysU5SVgRs1dWgII2PnWykQoYpP1VqRmM6dPD9oHwL6N/ubgWEMhCunv1kwtpweHYd9V7YAZsHOky2WmfTX10ZD0n2UAbr/Fln0Ha5RjkpqRJLPMVCCgb7s3yxfTLbF8sLOr4bYPewP4ZKSKA2/gXE9PdDF0/2lbuDXtfHTAFk/CxnEkKn6ktVHkCcU0Iu8NRYt/w6+zpqY88FedOrphnamubhB7CdFMzfYV97D2t+uopiur46NM9asX0tVFjX06rr6uQBZ+IMLsJ6zEwoPrmP2V5twlibqaSOHIJlox9aufREZGYTPZkxEZ92cvwFk6V02Y7J1DpZ8uoDkLxkws/NGfHoqFn3+0R8eZGIYu/dC2P7t2HcxAkJiLqhJCbDg+D30ZACZtAj3Tm3Hzn2nEZlRLlk0ePcdjI9mz4Ag6iqWr92J3OIKKBINe+LcFRjb3QI/fUSLokkNAWTMg2wfgnevx8HjN1CtYAVhZRwGvzcZw/r3RvSVI9i++wxRs2Xg0d4RWbp9saa7EHO+/o3mRqJbaxth4vTZaC8XjCy+HFIr9JFy/STCM3gkW2+DsowrOH4tiKozCxB8Lwo1AmKC+rxDzLIx6OJiIZlz3yxAJkbGo3hIa2pQowYTKBAr8Na16zh6JgA/bfkRT1wmhZVpWP/jafQf5onrN0Pg4OwKVXEGknPL0H7YLDg/Y1fZWB5kDMi/m1JGFHUxRrjoSe5ZxqB9dq5h9zAD+VmRh926f0rQHzc8YRFBzVgKCNjvZKEhkbJzwWXgTWegJZj0M4Dsck03dO/SFVkXfsWjPB4Z3o+Gk04tSkrywNNpB3vNKnR2/BKnA6djztQjWLpyFmIOrUStMYEVA0dBpy5LIuuQt+xO76ZFBJDtRFr6l8SU4xNA5k0A2SYCyH5GpUNnVOcKQKoRuLxLIFFMFDbsi8KpfTOQGXwCA+btwaVje+G/+VMYDpuG9p49Ef8HQKbTxgtVsVcQo9EDXw93Rdj5dZh3sgqH1y95DJCN6YV7D5JIQuiM4YO74/ap47h4KwwLNmyAlXIteAWhGP3pPqxb+w1Mlaowa9p38B42DFpVcUjOKoRt3/dpniNLjKIMVOl6wt2YTwDZD7gZsZKsTEQYteQqxvR0xxg/AsiuMIBM/zFAtvI4tm22w5Ct5Bm2aTpEuaHwG/spVnz3DSJOHYaSdXsMnjgZWff24Rwx8mRdPkLmgRWYsG4frDWlkRp+GapOgxG8fQGEykIkqXmjU3s/9DHn4/SZkzj/sBDj3JQQKNsVs2l+FpQkI44YC53dXKBP3mUsmosH2V8UMXU8RIYEY/Uvx7HrwKa/FGOirx9ENIyQTgQBKyN1KGqaIiMigawfPgOR6P4STGLJ/DCZNJQFY46xggwXXAa4DPw1A8/1IGtGBZnq/Bg8ur4Zt5WnYv4wV0wc1Bnn7tJ7M1sTEvBv1usDLJw7BUoZt/D9sm/g5uuHkV/sQE9TOXi62CCTmoKxNTKTjjpN+AFfzv4AiRfCSMZYhC1bRiH4fiCmzPgMwQHXCCAzw46S9ihRdcOuFTPIUkUFazY9eA5Atgw7P+8D318D4aqmhrM/TkKV0yTI5EdASpUakPmOhrt6CYLu3cHmaxlYP288Fo8Zgdkb52P53niSI76Ddram2LOOgHx1XQx6j1R9tVmICA3A9khlbJhFFgXUdXmU33tYuHkVfv95IY6fuoRCUvcQEAQ9976YNGcRBhgDCz4/jyvB30IZObAfdxJHv38HzpZ5mLg3D52s7FBBAFl60BVM+9QRAerjMNNTHmWF2cTy8kWI/yVMmj4Hixctgh81h8m+T+SKjCoce1iOYz+TTyepiFjRS4YapH12IALKxz+AyEAR+n5foU+njrCRyZJ4kJ2/egs6NXHYdjby/4xeU78PcG3HclgY60nevf+JQcbIOAwoexKXL1+mBm6Or84gqy5Ihf/VK4jLLKTFlTT5FNigi18P2FnpS47BJ1PSS9t+gsekL2CkoYSC2BAERichu7gWbh7tqZW0I5SfUrX8E0CWTAb9SgQCGZJEhS0oGCCWSZJBf5IdjmxnIAFKwrIr0Yd8ydgCpbUGk00xQIV5kjHmQWdiyzFPshdhSDEZ5FeXkrFumL3EWP95wfLKWGmXCKRa3te6UdLImH4M2GMSIzNNxX/d5+3kUgk41JYkSc/rQMqYanwCiBhAWkNedKyRAPvu7OcKhMgyMEqdWGaMocF+xgAydnzWAZR5pv0TSMZAr7j8agngqkqfV/6jCQGTiioQEMmYayzYIpex5tgxGfDGmhWwnPEYne+PYOfFfl9QJZCwRViziGebK7BJkkfnfoPkWGLapzV1XGXfm8msJC9Q9PknnULZ84Fdd3YcttCWSOfYJEt//C+dQWd3Z7R3c22Ua9XYOxFW5KKcVhP1qqbQV5EmyXsBwsJjSU4ooolei6qpTtBRk0NcVA7J4jSgrSqQGBTXyWuSDr8cUdHJqCGGEAOWPNxdiF0jSw+RVFjb6EFXV1ViDM9kacZayqgoLyRmVTvIkgdbWHA4OpIUIyEymLo1lkNJwxi1ZC5tbWUCTTkB+NTKXtmQ7gN+BcpIMsTTcoSZqhgpjyKQVlAKZQ1DyjOBRVQdVqyrhJAeEFV8MuKPIK2/EpkiUzOEszvW46MDgeikrwj5ej6C7xDLrbKGvApk8fDmVdQpa+O9OcSYE5VQZ6x4lFXxIEO+bLbkd2NM90JaFJnamxpDmxYJBdmk86+TgomZAXX9LEdmVjnsbEwQHxGFNh3cwScD5bgE0uDTo0delsA6czMYEWu3ih4uiQkpENCYMTA0RK2CDrGQ5BESQgWIah6kFFRhY2sHbblKCOpk6I88qvLImJoKDrJK1CiFyNdunl2QlRpN1Oc8ArfF0DSykXxvberSye6XfwLIGGCbS/cX+8NA6wqiwjuZaKIddfhqvBDj4cltuBRO19bcCVaKhXhEeRMbdceyT4f+vwNPwLGfUG40AJ2cDXBy+26Y2DtKmBAFJdXo9t6HMP+zOY7k1BoDIGOgNWuewuYiEwK0GCjfUAHg3/LC5goGwPunlcGc5knGuOXYZI03krg9vXwGWhpAZiZMwKG9B3DwUhCqya/E2as7Pp87G/oo+sOkfzVCdy3DbRk/9LXgIeTyBVx8kAAhdcLqMWg4Zs+ciry4fAwZ8jyAbD3qOvaFrWtH3D1yEtmVdejbowOWLVwKgYwadW/sh3M3r+H6yX0EkM36G0Bm12MClFKuY83qLVSgEVBBwxPBhTI4vvEPD7IJ74NflILTB44jgjqx8wQycHZ2x8pt6yQeZEJeOdavWIDz1yNRIaWK4iwhvvhuEYZ46ePK4QPYe/Yeqmjx4NDRB/MXLaA5rxQuVg0DZGtXX8eR3/tR05iFVBzKgpXrCATePYo9OzagjUYN9mzdh2sPU6GrLw2Xzp4w7ToduuFbsGnPbZTSa5GRa3d89/U8hO1cDG1PLyTH5+P62auoV6HOzIbW1JFaEwtHuGHxis3IKCyRPMvfm7kUo3p2gAGtCVg0D4CMbEiYHQTlUM/GEoqiGkQ8CMKqnw9h+5FteKJ/EFZl4rdfL6JdB2vEU2dpJWJ0OJjTM//Bfbi9uxwez3j1cx5kLz/vcJ94OzPQ3E36HwNkv+Ku6seYN8QZm0kqL/Cehm7EZFLhp5JXsQYMzEwRfOkeLl0MwbgpHbB+pT92H12KVaR46bD8GDzbmkGcH4xSFUeYW9rh4JY7SEkpJoBsBM2DQZgyfRYBZDcJILOD8cpzSF37MxQHjUc3zzY4QXOunIouPp3ggotnjmDP9RTs//krAsj6ose2IDirqOLsTxNR2XYSrTty8CijGEYuPTHQRoSLZ4/iUroWNjCJ5RhikO1fgx8JvJsyazbcqcnMxu9XQ9rABhNmTIWhTCkpSe7il0MRWLNqMRQqktGzxwz8dHA74g6uQKVhB7Tv6gcj2UJSixGxw8gBPGrCsuDzC7gavFzif2n/7ikcWzEGzlYEkO3JQ0dL28cAWWwoBr5riG3B8kSYGoaCuLtw7vMhwu8T2/iTKaSqWYhevbsh4ODXCMuvA0+OOghHXceoxWSJo8BHRvQtaHlOwPVlA6HY1gph8MLY3r3gKEtNu4hBlpBeAl9i26Vq+mBST0fwi1MQVayIvt4eUFN5jD+8Ng8ydrDKvHTkFZfSQkGWFq36pLV/DI6xEBGTIjU6BtYu1NmS0avrxUhNSSM5kSyMmCEcgRZPxz8BZKwLIwO+ngZY2IKC/TyNZJXMRL6/gw6xjhRfmvXU0qYitjBjpvsMBGILqRcNBuIwQLELSQ7/iXHGTPkZUMSkqiNd/7yOL3qM523HrtPVhGJiRSiiEwF6/xa7HuRQB1JNCZj2bzLQFz0fxmBLL+VL2Bk922iTf93jZgJPB2N/sW0Yu0ODwEYGejEAkTH0WI7ZebCfvezil8k8y2hcZhCQy5gljgSUsUU0A8YSCYiLp2qCE/1MnoA2cy0FyfFeNpq7xPJlv0+z3Z7NW4+CcO7IAdzPqCRfNGkoa2njq5Uk06QxI00A2bWDW3HpXiTyK0SQVVCBt18vjB0zHGqMStuCgwFkF+8Gw6HnKCjJy0nM5hnLUkBAMWNRGpDHFrtfclLIw0ebmKJtGxMgq0dZbgruk7QmJiUbQmllGJpYwadHd9iYalNWCSaurcSJ3+nFo98wGOlrIJ2YgpEk6y0WKMGurTM6ebQlht9fL0BjAGQ3EkuJTVqL3nbaErlkYwQDwBnoxjwgWdhTE5SGigqNcVxuH1wGnpeBlgCQ1RTEo6hOizo+0n1IXlFZaelITs+mYoIMtPSNqENjGypgkMTZPwWdfB1RS92u0nkaMNGUQ3F2BjJziyCijpiGpmbUjdISAnofCA3NIq8rG4ln5L3AIDhRFVlYSN2GNXWhrq1LHRmzUEUglyFVpBNjokmKR3OhkQUqyNvS090VpRmxUDAwg7qGDqrz0+nduB6qumaQ5RfT9nEoqhFC35A8bcRScHe0QTaZJmsYaCExPgUF1OFZXpG8vB6EIY0KJcvWr6IGWPQuTSbER07dok7BKqSQqMWvm85i+PgxGD3EG+U5GUhKzQJz7NTUI9ZAW3so0jYBd1Lg2cWOuv7WIzyxCIY66jDSJtYXvX/U1BIQRABXWloJ3KnInB4bKWFbq2pTDmqK0M7FEZoqMkhJSKIclRAQpEDnTF1Ctc2hWJ2JqKgU8Khop6JrSkWRNqjMTiRWsi5qKqqQTabTtdLkd0vePQrUrdLGSJO2j0FxRbWkSNTGwZkMmTX/r2RoHgCZGI8uH8DFwETUGTjDSZeHmHAqsCl7Y/WScf/v9vbw/BYUqnrA1cmS7BlOoU6WjLVNdRAdQg17pi+AzTNOIhxAxs2tXAZeLAMtDSAreXgCS8kbKyI9F9DUJ//kKRgzpCtunfAnk/40fPVtD1z9bQPCzT7EXIsQ2vYYEml+VDC0wow5n2NANy/8uuYWUpKfB5CxLpb3YVGaQeqZA+g1oDdyU+Jw8NAJqBtY0+HoeUMF/v3rGIPs7wCZp5MNIs/9jt+PnaeivioMLBwg0jD704Ps+DGE/L4BR0/dAS2PUV1Wi9GTJ2PG7CkwVKwjs/xIbKVnz/XAJNQq6SE/oQKHru6DnVQSeVZS0SQ0HrVUBOkxeASmTBqDPHquLfisYYAsMz0f0yYbYf2qNYghr15T+77knbYZj0i+z0+9g/Xrfkd4ZjmxvURw6DEalg7eEN77DftPP0S1shIsPXph3Q+LcezzAXCYNAtBZ27B3/8B1Mgjrl7diJ7hZhjYTg+rNu4lk/5KqOgY4cP5K0jB6AA1eq6yeK0A2YsN/Rfb6p8AspDMCgm4YUPAyZNgjJpckrMdoO6MjG30voehRH7JxfMzwBZfRSTJZMb6DIR6Xq4Y44ot0EwIeDNUa7wuoJfJ+4yZ9nuQHPSf2Gs5dGwmV3rSjbOxriMDyVhTB8Z08bUhA3YmgfoDs2DflUlPGXuLyZoau/Mpo2wmF/Mlnm5Puh2wcctkoXIENHSkfPwXOTAHkDXWKGloP/Uop4VO+IMAPEzIpwWMChw6eMHP0+WP60cAWrg/7oXFIo/AZQNzG3h4esDB0rhBaW9DR37Tv2cA2c3AEHgNegcKBJCxe4VHLEkxjWM2RzCfQhU5KURHPZKYDze+PwzLfRbySfrEhyK0dKgIY6zzR1pYIwIhyaHyYWxqKPGDvJNWAAAgAElEQVSjE/ErkZ1L0iqxPHXkIX9MkuU/G/8VIGNFCsZYZqB5Z5JEvgiD90Wvo0SmLfFRJA8cYray+cqZpNqNUTB40XPgtuMywDLQEgCyVnOl6mpw7cR+XL4ZSMz3OmL4aqNd526YOmEo+UaSPJtXgI3ffElFYQEVnqWpau+C8e8ORZd2bWhuaNlZaB4AWT0qiE0eEnAXETHEypZVJo9KY/Jj6w17C73HCa6twkXyZbP19IG5uTEtGiMQERWNvBo5mFnaw5e87ZSeuRYcQNayxyZ39q8vA80dIBOTxUdlcSYxZ81gpU9IOL+MjPNjqIslGbvLK8PC2hrmxroozi9DCfmk25GirTwvDZliI7gZiBH6MBqlfCGklTXI45e6MerqICO1GDVEpHByMkA5dYSPiomFF0kGM8PvQtXZC+oydaSwSSAGrz7N+zVIT8uAmFrSq6hpQUpajHZUAMqKC4a2kxcViGRQmPoIIlUTSdfLyrwMpKZmkMJEFmpU3JGljpFtqcNlQngYLFzscOfqXfKSJBIIPV/OHL0IKzLynzxtEnTlapFHxaOb/mHUzIq+Zx0fS77Yhc0EqLW30SbwLBHZ+cXEtlUg1aA5bCxNqbBUjfi4QnTwakPFBFrLRxTAzc6QOnUKEJktJKWbMkRlNdSJsxYWpgpIT4xDFvmpq2qZUVElGz7eXpCtq0ZMZBwKy6nJFWEQWobmku9ZV5KBhMRMCKmbqJq+GdqTd2UeqRHVaJ1VTl06s3PyJGoZeWU1aFIBSZ/WJXFxCSijIpYsrdXsnNpRYUjl/+/QrQ4gCyDKOTNkZ93Ang7mxxRB4AfzgmKG7P8FbHh908CbORJbeFWRx9aCc0lYMcBGYsL/bDwkIDKZqotjyX+sMYN132QAGGP4PQ1yPn2Ms9GFEqmSPV3jxpYWMVmiP40hpk70ID8yBtYx/yAGmilTV0/G0tAkD7OmimKSt7JGExUkoWKdNJi/WmMwQziArKmuGLffJxl4sx5kTXMd/itAdoeAfFZwcDdRlUjcmyKYfJyB92zeZKCkk6GqBCzjgsvA68oAB5C9rkyz4zCJfyCCQ6OQVUTdb02taLHhhbbmzDeF7BVEPARdPoqw5BIIauXg4tVNslDQVXtxFcHr/DYvc6zmAZCxMyYf2qI85OfloZrsCDQ09WBp/pSSok6IrMwC6OjpQInYDGJBNfKpK10Zvx66BibQJ5XEs8EBZC8zErht3+YMNHeArFVdG7KO2f/zSgTE5qCa5i85YpcNHDoIA/06k+KCVFUJYdi9ZTOSiushTfYsilZeWPTJaFgQ0/lfevy1iBS1OoCMyVn0ScrDKulcvHoGmIRywoEYbB7pQPKovy7s2IKPGerHUqfMT6nNbGMGOy7zF2O+Xd3baP1t18zPaHNAFt5xJ9ktMT6aSpR2IbZIwhJjkknmi8ZAQkuS+TKvsaYOiXMYoZSN2d6bA8ia+qpx++cAsr+OATaX3aTnEWMtd7JQf2np9cuMKMY2fSK5VKa504SAdXNqRMIFl4HXkQEOIHsdWeaO0XwAssa/FhxA1vg55fbYOjPAAWSv87qKEHGHOmZGZ6Ciph5WTu7w9HCFqR4pIqiVVFlRFu7fvIwospSRklJC536DyavMkGxWWn6RttUBZBdiiyVynvbE/uHi1TPAmFR7gnMwwtVAwph6Gohi7LJokl+yjmzMV6exg7EAmcl9J3MNYm39yUNni8BkoqOGZlaiL/nINSWT6zFQVyZh0jkTI8OSJLstWZbLAWSNPUq5/T2bAQ4g+2tGWBMTBnbb6ilD5zks3KYYQaUE5j/KrWYIu6SAYEtNPTi2dFNkmtvn0xngADJuPLyODHAA2evIMncMLgPNOwMcQNa8r09rObtWB5AdiyyAKcnvmN8LF6+eASazZF0whWSwzeSOzDz+STCj+gryvGFSVdbJsbGD7T+duufpEoOLGdY/CeYRtvdhLvrY6UgYEk3ttcP8fRRIsqRGcqWmPlZj5/DZ/b0tABlrvfuIWqrbOzpBXJ5KGnuqZChpQL4xzZ+a+mK10P1zANmfF44VGPbRXGVH4JiXpUaTsseeHS5snkylQkIcydXt6fiMSfZPzVZa6FDjTruZZYADyJrZBWmlp8MBZK30wnJfi8vAS2SAA8heIlncpq+cgVYHkB0MzYcZdfrzIXN5Lv5bBmqEImwNzCE5o4HEYPtJMBlrGQFkw12Y50XjB5Nw3iH2VimZ9A2nDpnsGIyJUUXH3OifhU99zaBKfmBcvHgG3haAjM/jwd7KBFf8Q1Eb9AVKPD6CbRtfGMlx4+XFR8urbfk2AWSMzcqKCP/EzkoqqgHzE7TQZk1M/m7+/2oZfvFPMQ/Fcpo/z0QXwY38z2x0lCV+jRxO/OI55LZ88Qy8TQBZSUkxioqKyHDYDNVFiYBRO6jRS0pTvAu9+BV4O7bkALK34zpz35LLwL9lgAPIuPHxOjLQ6gCy3Q9yJYuSHs/xr3odCW1Nx6ijVdbw3ZH4cZAtGeIrS74aA68Oh+dLfLlm+jSu/9jTuQvJqqBOmrUSHzIFGWkwVgSTdaYRs2yAo26Llju+iTHyV4CMVs/Ull7y540GW1UQcEWr9jqxCHV1Ysn4EhNrUUpaRmI4LhTWAvRvRQUFieFjrVCAWpFY8jM5OVnq8ClLX6MOtbVC+nkdhLW11K3FElepq4qNuSGkZOUk7B0R7adWJCKgVQoy1OFEgdr41ovF4PMFfzQNpWMoEZAhFlDXRfqL/o92KzmGPHVk5KLhDLwtABkbo2z+q6mtk/gzKhH4+vTimIFnG+9mUQdgDTLnV3ujEkd2LzGQrA0xyaxJJs4xyRoex9wWL5+BtwkgO3LoIPbu3YMDv61F9LGPIDX9LjzpHYUrwbz8uHnZTzCArKi0HO09O9Pz+s9O9c/uJ4g6TFqYGqOtg/3LHuKNbc95kL2x1HMHbmEZeJsAstSUFCirKJOlUD2tg6nbopYllLlqzGsZsa0OINt8L0vS/bAvtU3l4r9nYPWtdLzb3hDGfzDIKonFFU/SHQY6NKXPW0GVEHEF1ZCh43gTG5CxyfaH5OHDjsZk/vfXBel//5atfw9PA2R1/ALUloZDXEnV7zcY0rJqkNP3hYyqJVLvHkSA/3ncSKvFjctBMGvfE5/7GGD6so1Q9xyMo9tXkxecGD9/tgA7T12BjJ07ps2cjY/GDEZ+ejS2rF2KbUfuw77Xe4g6vwX3qcMX/+YMFHWejbZ6Jji4YhU27j6F4npd+A18H1t2fQ5e0BkMGToT6QSIycp3xvG72yF9ezaup9Xg7J18ZCRLUyvjmfj2mylQ4ag3DY6UtwUgY+AYY9GGZldK5JO9bAnEJwk6mxNZFFbVkryxGna6yjAgP8w3HazQwUAySyocMckn68bLBZeBxszAcwGyepGk2cybDbonqZjC+F11IqGk+CGiAgs7K1lpZhtRDxGByDJUSJEUQurFEPBYkYQ6crFCirw8pKkyI6YCTi0VXxgz88Tx4zj0+36cOnceUnUCqqIoQ4aKO6zYwj5HB4S8gjxkqcAjos/U1v5ZmJFXkINYyCNrY2naJxV6qEDEjiFDABsXDWeAAWR343JQo+8AGTlFKo790czoqQUj+6dUQSL6ulnBvW2bhnfaTLbgALJmciG402j2GXibALIPJk2Am3t7DPdURFZpOrT6fw+Hlt4estmPsMcn2OoAsjW3MiSLgMFOui3kEjTv04zNryYvMDloKclJfLji6L/ZS2IbPSXIN+FLHXvRDM2qRFIRD2Pc9FFAfmC/h+bh827mEtCMi5fLwF8YZLQIqKc25KgjdtabDClpYopRpz1pWSTf2odjl+6g2HwwBjvI4NDOnyH0+RxL+rXFd+NHYdzqXSi4uAnlhh3h2NEbipkPkFJeB50OXSFfHIZvfruHzYs/hjD7ProN/xj3QmJQc/VDFHaZBy0+LYak5MDjlSDi/E48KNCA56Q16FpzCTVtuoIXsAVbtu2Hw/xbsI+Zg8gqT7h3Hw7luCvI4Uuj/dSF8NTmFjANDZW3BSDLZB6J9IcB9QwAuJ9egS7EFnMjthiL766mYZiLLhz0VZqNdyFj4F6OLyF/Tnk4UdORpz0lG7qu3O+5DDSUgWcBsnoCjAQZR1EnLG7oo036e/Z8kTcbARl5TTzcMxfXC6Vx/vR1ZFcqYHD3TlAoy8LBW9HwGTURW7/7HKK8MHzUczSuF5XDbcC7WP31IrjZWeHW+V1Yt34TYouoWY+mHswUqnF410+I2DcWmPMIHTJvYdTg6TQX5KJe0RVfr/sKY3ua4MQvG/DDxgMol9ODh884bPttBq4u7IxAaTdcOnsfivrdsPmXL9GnqyvkuPeaBscCA8jKyivQ2cuLvEWV/2B//13eeuf2LZgYG8OBY5A1mFNuAy4DLS0DfwPIJIoYKji86aA1DS1q6LWQFCiiWiqYUJGE/maFEHkqoopIxUL6GFKmyJP6hYok9N9MJcPKKqxIo/CHWkVEihghFVaYkmbaRx/Ao4MnPvlkBm1FBQEZKrpSwYYvED6e/2jfSqR+kaIcsOcwUw3U0znIybE1O9uUFYZYkYc+S/tTUqRtuSX0C42UVgeQrbyeJlmYMH8sLv57BpiPzc2kUnhSR0kTan5wKCyfbnQpjHDR/+87b2APcQU1SCK2mquxKhLoby3qptneTJ3z+niFzDd3DzIGkN0Ni4F854/QU78M13Z/A9Hg9ZjgaY4Nfbzg9s027F+/BPcfJUNKQQVS/HIo2/ti5Njh8DMowoFcV/wwth34Fflo6+hMEssQVF/5QAKQScWk4tyJM6hU1UNbfWnkC+WhReCbxY0v8cujIkwa0Rfxt/dB+f0TaBs9Fype78PNaxTwYD8eEPih6jsbg2w4gKyhYfe2AGSsaJBbIZD4ehmpy6OYGGXhOVUE5tegP3XXjc2voSYx6iS/fPPssaevWRV1HQ7KKIcGNR1xNeJAsobG89v2ewb6PsysoOY8AomcnV6zSfJOf1NFzIB89FhjHCV649amjqxKcn/Oh+zfanL1KCstha6uLmRJ9s6iXlTVLGT8UrLU6IcWDPd3fIJfog0xuH8v8GLOISCdD6euQ2FTk4J716+j/yfzEb9zMWr7fY2eVGDNuLAdGXZD0d1FBVv2nYWisiHe7+6A8yd+x+XABBze+SNCdw9F/YIk6FzaBqFtN1RFn8WJ/Xuh4DsP3k52MFUsB59yFnl+B25F5qP3wgMQbndHiutuTOhvjcs/roTFmI/RrWdXGClyq5aG7jnOg6yhDHG/5zLQ+jPwF4CM0B5xVRoEuRfe+BeXUbOFnJ43KvLSce/wSlypMsDZzVuolXlPLBvuhn37jyO5Xg+LlizGxIEeuHt4N75d+iOS5dXR/72p2PD1PCjT+nrHms/w46ZjULH3Q35SOBZ88gGGudchvTgVWr2WQnjtCN6fuBhZJOxXVO6KC8E7YS2IwcJPluLcvQjUqTriw9mzMdxHFjf3LId/qQHu3oiBmctYXL+4CnoqSsRh5qKhDLQ6gOzryymSzodj3Awa+u7c718gAyIyYlp4LhnjPQwleT1OXUKZRGeoc9MDkGUEzrHFaDwBZUJCv9+jc2BG01y8fAZaAkD2ICYRKj7T4K2Wj3sHVkBq5GYMstfD9n4+cPj6V9yjiT5buQ0c3DyhI0xGMTRg7twZGjVRWHOpBIe+nYr6/HBYuvfG7fuPiEH2GCAL23MRylQ5aT98DPISAnA18CFUOnwGqd0z0WPpd7C1scDaz/pDc/I5OMcthPHAKXB0Hw5R4B4EpVZA1vMTDLfnxl1Do+5tAciCCUQoJAl4BwLr9QkEY2zXSr4YbL5izUUYm4x1jmxKhm1D1+J5v2fVxlIC8x7lVpMXmbSE8cZ8/rh4uzMQlVeFGPL3ZBVu5lOnQwDYk8Y4EqCLBk4Fv1bSmKeWnsM88t5jfz8J9u/yah6khVV4z9vu/wBZc8sqA8iuirpiUL9eqAvbi/AiwKrb+zDKCIH/0cPQHfcJNs0eiRSRDrRViHFcmA3jsSuwvLcMIks1oWvpgWHttHHk0H7sP3gMB7b98Bggmx8P/jcfY829NHT16Yia9CBIe34EC+k6JN85inRZTbibqyEtPRVOU7ZDbm83WH8diG5merj80xSUOU+Cj48v2mhy92JDY4YDyBrKEPd7LgOtPwN/Y5DVkYxdXPPmv7g0PTuJtVyWGY0re7/HntJu2DCrD/at+BhJpiMwuV8XhP6+CdqOnjBUrUN2MhVXfN+Hg0oFkvwvoMhnJiY55KDjh9vw7SeT0EalDAu//B6+fUfSs0eItKJkyHWZD9WoAPDM3VB6m9Qv2w/Aa2U4OvPuQ9XCGuWZYbh6dA+qjHvAxdUBFQE7Ifb8BgNdZLF33hfot/c8vKlxkxK3pGlwvLQqgIyZJ6+8kS4BckZwDLIGL/6LbMBeg1ffTMcgqqga0GIwpZgnYSDYkoy1qYNdT/byfuJRIdoQW2N8B8OmPmSr3X9rAMg0q6Jw5UowyXzLIaWhArcuPdC/T0/U5sdg2/ZdKK+Sgal9F6z/djpJLKP+D5CVR0Th0b2HyBSokJdYGcTaxig1HYquST/jYTUD0qWgLYpFRqdV6JmzHHYjP+EAsle4E94WgOxWcilKqIFILzttqNNc+CSYOX8GsXBY10oFAqCa43KXgR2F1UIkFvIkNHvGzuU6Ar/CYG/ij/AJhIqh4hADXxlgpaogI7lOT/zj2HUUEr2LsReriRlYLRRLrA9eJthnKwj00iRmNgN6GTNMS1lW0sjh2WASXQaMsTHOilWMVfYk2DlWk29XTWUZXK1NmjVAdk+hD/r26Ib6sN2Iq5SDmc970E4MQuDRI9B/fwau/zAFNT6fwY+YoFXJV1BsORoDHYF9l8NhYOaCaX0ccez3ndh96jYO71glAcjEc2JxyscT3rPmoa2bK05t/xIV1kNQn1MGXV4auowdi4qcWBw5uh8dZx2G/D4/ePwSinYqarix/gPk2kyETxdf2Gk3xxnjZUZU02/LAWRNn2PuCFwGmnsGmrsHWVlGFO4cWYsHhh9j+XudcGnFcKS6fIqhvp0Q8fNXEJo4ILGsCKf2b0cZFfpVZEQQ1UnDcfom7O0Ugk8eumHhMA9YqIvx4ZSP4N7BC0Nc+BKATOTwIZJ/+R4HUmswtp83oq7tgcHM67AO2oQz5L1samcHhcoUiE06wdzaFuqZZ+AwbQecpMpxcNkYKH50CSMc2Xtfc7/Kb/78WhVAxl7iNgVkSSSWA9pyJv2NNbzup5fDiOSVbPHHwDHm8fa6PGxySMoURl5krLLdloBPLl4tA80dICvLiEZOcSnkTd1gIleN7NhASNn1kcjYIo7sh45PX+hrSCP05m2EJ6RCoKaPdh6e6ORqB/DKEBcRhFvBSdCz80Vx4k2Mn/gBatMuosakIxTFPIQRaywqMQ9GBpowbOOIcgVjtJOOwYnrsZRQaXRxt0KmWnvY8QKh17YDdAzsaIHzCNllQkgb0c+5xUuDA+9tAcjOxxRJgIVR7fSJgdXyiOoMXMknBhzrCFzGE0nm8g5malBT+BPsa/BivwUbMDColPLDWHdmmoqv7ZnHGtKEZlZKTN5Z4wdWKGJyR9ZVlxG3mL+JDGkgGZzy5G+JZ+9L4ivMy5N1YGWNJHSJMfVfnuktoYslY5D9G0BmP3sZpMOPYtfZOPAU6qGorYXB46bAy8EA188fx41b96GgZoa8wlKU5sbg0I7HEsu6efFI//IdBJeogVcvBxVhKqod34FeXRUU0u4hq04DUqIKYuiJIddzKZyuvcMBZK84f3AA2SsmjvsYl4FWlIGWAJAFHP8Z0TafYd4QZ9z+aRRyO8yDXwd3RK5dBr6xPUqEpYgMDoKm53C46NaiKDsSPNcZ+MQhDj2+eYiNC6fARauaGoV9RmSAPhjmKiCALAnZmiMRRdL8bvOXwFRfE6tI/WI91x8Fv36B9r180c7bE/7ndiFNpA/btm7QKbiA9nN3wby8AMe/H43ady5ijIsqmkH/qGY/IlsVQMarFWPXg1wJu6k3Vfe5aJwMsK5t0STBuJlUgi6WmhLmxOuKx5IOsURayRYDXLxaBpo7QPZq34r7VHPKwNsCkJ2OKgTz82LdfVuq2SkDf0pqRNRsgCeRh7KpVURAjCfJRlUJKGup36sx7wfmycUk/kyGysAj9ixizC6GiTJPLmPyn9Ok5jWNJVNlQFg+NaNJKq6h4xEblopS7Low5paA2GK1ItbmnUFlBIzRBWLnwRhl7PhMzvuy14wxxRgzjTXf+a/REgCy3MiryJaxhKW5OSHEj2iBQt5ppk5QLM1BTnws9Dp3h7qwEBeOnEFKFQ8qZo7ENvOCub42yrITEHQ/GJkVCpBX0YS6dCmG9OtOuzmO+k5ToZB8GyevRqKC7iknG0OIjVyhqyhCDTEJQhMKoKmhRlJ+c1RqO8E89xIMe0+CPhk1pz+8iGotZ5iYmEKb8yBrcBhyAFmDKeI24DLQ6jPQGgAyMxcbJAdcx7WwLIiIva1vZY2xk2bAVYeP71f+iLSMYhhae+Li2UN4/51hGOr6WGJZbTcRidtWIoKnR8/8eqjzolDgtxEu8b8hv7QaZfVKkOVlQtbaG1q6RnARBXAA2SveEa0KIGMygyPhBbDRVYKvteYrpoT72LMZENJL+WrqDsrkle+SD5hfGy0uSS0sAxxA1sIuWAs83bcFIGMMMvasaQ0+l0wpx9hw8QXVKCLZKGMSMS8qe33l50rtWuCwfOVTfkANDZg3V0cLDUmO2DVnABkDshgw9QRcYhJDIYFXDLhSkZcmljWBZgQ6qSvKSBhgTIbbEHjFgK9UYvQx6S7LvzM1UVBkLahaSLQEgKyFpJI7zX/JAAeQccODywCXgeYOkPErCpEdH4IirQ7o2EYXmfdPocqoIywMDVAYfBciVR3oW5ujOCka/ncfoAByMLZzw+CenaFKhauMmEBcvh0CWT0XEshkoaObPRF/xCjnlULauD3KyIPsvH8i2RnIkYrGHFkannCVTUEINTrLKRXQcTShZdGWGlzKwlQ6HwYdB0BdUIP4oFOocxgNBz15Kqpx46ihDLQqgKyc5BCX44thRXI8VgnnonEywCQdSy+kSLpYMXN+1s2Si5aVAQ4ga1nXqyWe7dsCkF2hZ0y1sK5VdUpmsks+MXVZN04G1HQyV4dZM2w08Lrui0qBSAKO8Qm46mbz14IQA8mKiFVdRDJVxq5mY4GxvMSkgVRkHR2JgcdYWQxAY+Qs9t8MiGQgGNsfA86M1BWg/gdTj7ERWQdUBo7pk+7B0VBFAqy1pOAAspZ0tVruuXIAWcu9dtyZcxlorAw0d4Cssb4nt583m4FWBZCxl9WA1DJYaClJzIe5aLwM3E0pgykBZJaU2xb27t54SWjBe+IAshZ88VrIqb8tANmNpFLwiE000FG3hVyZlzvNqNwqZJUL4E5dLpk/1dsYkQQUsmYGzoaqL5yDWkLBKqhIx3zdmFyVsc6YZxj7WyASo5KAMPY7ZrrPbCCYIT6TbTKPM+YJx/LNvM5aYnAAWUu8ai3vnDmArOVdM+6MuQw0dgY4gKyxM8rt73kZaFUAGavohmVXSirfzKifCy4DXAYeZ6AlAGRCAR/V1dUStoWUtDSUVNSh1IJ4wCIBj8y0AVkFJbL9/3vwqyogo6RC5tsyL+un3SKG8dsCkLFiAWMM9bF/fV6Mr3sA7A/JgyvJ/JjU8r+YtzfGeTOwick/1YmRxUzlm7pAw/zZrieWSuSUAx11GpXNxdjYDAxjdgUZJIVgnSQZYMaaCj3dEbUx8vY698EBZK8z22/vsTiA7O299tw35zLwJAMcQMaNhdeRgVYFkOVXCpBA7euZuS2TWXLBZYDLQEsByOoRdPcaft+7k6RLUlDTMUC/yfMx3MOkmYNJ9RARO0SaAL3EoLMopwWwlddQ6D3H+Pr8r1/BevhHsDIwgWJTr/LfwMB/WwCyIOrqywCyHq3Yi5GZxYfnVMJOVxmW9Cx9k4I/1j35eGQBNYjRkPiLMgN75s/VWOb4z94qRcQcSy3mSySSXOfkF5tIWgpAVl1VDoFQRJ1AqZAhrwglJSWJ51tLCV5VFWQVFSTeM8/ek2KxGLxqHpTVVZ9boGkp3/HfzpMDyFrDVeS+A5eB/5YBDiD7b/njPv1iGWAAmaBeBrZO7aCoqCgpzjICB3t/YMGKqezfwf430cHVEVaWFi+24z+2kqKK6R+7eqnPNbgxu0F+/fVXLFiwgF4WHrenzyZZCHuxN6LuUszjgwsuA1wGWgpAVoJDZ6/g8KlQjO3dHgrKqrD16AonE403ujhvaPyIKrIxc+ka9O7TF11dzGgyBbTJHFPlOQDYhqk94bFwE9pZ20OVA8jg4ODQUHrf+O+3bduGUaNGQVv7T7bYw8wKiZ+Ut1XrbgRzIDQP1tpKcDdVe6MssoN0Hl2p6U4qddwMSisnny8ZdCdfMEeDxyzxxu5ufOJRARSpK2RP6tb8ptlzb/wGeMETaBkAWT1+27gcgaHxqOIDtp49MWjIMHiSifKbBIAbTHE9dTClLqayZLh8asc22Ph2g62dHZSeeYbkZuTgxP6TeHfRdGhSwaZZf6cGv/TzN+AAsldMHPcxLgOtKAMtASCro4JFZWUZqH4uCbamUVKQb/T3laa6rPXkqVpTVQlFNXVJ1+xnQygQ0ncTQ1H5+YqZpjqv17lfBpAFZtWgWtMaSoqsmCYFARXHmaqBAVvMq5YezdCuSMI7vq5wsDJ9qdN7rQBZJlWaq8gbhvmmaJNsgQsuA1wGWghAVhqLGw9jEVZujI/7OUsklnJU4X9c3c/Emq+3ICVPAeOnvIMO7e3IBJt9LwFC4zNx43ownOpDcTtLFou/+vZx1zj67Z11a3A1KRk2g99Dz65eMFORxr2YPOw/fQPKvHS4DZmEwW1ysAXsOJYAACAASURBVPiLHbTKlscXixbCxMQYtTWpOHLkHB6El6N7j14YPqQzKvISqQPMYYgcOmPfhhPQNh6EOTN7IO3mSsxbfRz6nSdhgKs22trqEoOsP3jRkTixeTdytU0wecFC2GtIY/2H3eHxxa9wt3bgADKqxrREgExET8NH5NHFvKU6tPJGMMw8/l56GQzVFCRyyzcRYkr0h4dj8XU/K4k/F3sxKSSJYhQZ6LProENdN8e5G0ikl40VN8ljTpnM9ln3ytYIMjRWnp7eT8sAyDLx4aebYG6oB3trE+iatoF9W0eY6ig32+tcL+KjLOEW3v05ADtXzEFpWiK0raygq6tHfc/+GonRCfhh0SqsOL0dBhxABiMjoxbxjHlyFQ8ePAgvLy9YWlo2xS3K7ZPLQKvJQEsAyArzMrH++3lILnzMUO469lMM7+4GI83mrG6rRx0BY/Q/CHjVOPjzOvSbOx9Gysp49g3roX8wUlOz0O/9YVBrhQV/ds1alcQynbpvMTSPdYJi8gguuAxwGfg7QFZDTIz8pCKUZpe/0fTIEZBl1s4YmkbqKI+/gMMH92DbtVwoUKXcyMEdy7/5Co769ZgzfiyM2vWGlpY0oqIV0X9wD/T2c6AJuxqnL5zHz9uOY/BgH8jycnH6cjaOHdyKrHPf4fcYLVpIaKDiYQAc+/ZFz3fG4PLp89i+7yCmjR8FLXNTbFv0OQaMnYz6uhJcDlfEoo+74urx/dSZThrmlobIL1OBoaU3BnuU4cS6j3E2fyhG9DfFhZ8OYfrxAzAsuYHFP+xGW9934KaWBw0DVahbuSDu7ElkKrWHsXIVYq4nYMGR9Tg6ozc6frGFA8giIyV05ZYIkJXxapFIMn4FAlDeFGj0um5axv2+k1wqoZWzpjeaSq+36MSo7EVVAtwgP7C+Djpkav/4+GL6BWPwVVMxLLdCgJj8aonZ/fgORv85NfczSIJH+7YjE30GDHLxYhloEQBZzi0sP1WA7p3c4WFvBBmSKcrJyRMzi4ekuBBs/fkopNQdsOz76VChSvFjcLQSu87HQSHrHsrykqFh1wWjRo+RMAvLs7JwfsX38CcwasziVehspAI5cQ320XwfFnAVhlZt4OvtClHGfRw5ex+Wdo6Y+8lUup/qUZx8F2u3n4G0uivGv9MXdjaGiAu6hpzsROTx6hEeXQLPriMwoIsujq6eiC+P5mDhqq1QSQ+BZ7/exCAzRODJM7hyNQzmnj4Y894wFCcm4PsFK7Hy3G8w5AAyDiB7sVuX24rLQIvLQPMHyHhISYvA+9M2Y9bE/jTnS8HStQscrY2ogP9636Ne5uKKK3MRFHgHuwMK8MviqYgMDICdT1eoycn9TbZ/7tBZhEXEYMb3C6DDAWRwdHSEhUUzllgmF/GopbqMpKrc2LKLlxlk3LZcBppbBp426RcRLZRXwYeAvHbeZEiTjEmVqvfyyvKozIki8CsKiSVyUK6jLnopcQitbYcdk1XRcchSODi7QkNNGpH3kzFpxky8P2k0VORqcOz8Tew8+hBrvp0CmfJMbJgxHp8eD8GaiX2QJWcJPV1t8NIfQb3zaIyaNAXZdwNx4pQ/fvt1PIrywjF9ez4OLhsB6XoBYtN5sJEKxdcbjyOXsEMLYs1kZpXDrq0XFkzpjMs756Km106MaKeN08veg9KH++GrX44l36yFX98hsKiNQQUIfJQxxbENW6Dn2BmqBOKlhkZjwu6ryFk/Al2XbeUAshYMkGWW8cH+6KrIS0CU1h7l1IHxAXmuqSrIwos8wF5nMNDrSnwx3P7opin7jK8fA/AYmMW6V+eR/2gK+Yax97RB1F30VaWRxyLyYaKhKGEHNpXH2evM4es61rMAGXPWiLuZLHnOvMmQIWahfVdrKFDRtMB/LT7feANJmWWQU9VG/1HjMGHMQBRE38XB3/bA0rM3ZAkQ8w/SwsZN70JLlTxHUITpc3+AgAaWh5M+UhIyoaphh8/e7Y6gk1twtsgNHhZ1CNt7DJP27aSmFmqYuXgllMn2Y9CAHkiOj0VscCjcO3qgtLwU6XxbfDfZGjM//wFe3XqgvjoPZfIdMLC/Dyojt+PkubuoM+wKAyUeUmMqMHfzMmSe+hqz9yTih5/WIGL/JvhOGoeCmAAkJhVDxdgaNUWVZDNigl5DPLBx4Q8cQEYDjlX+OQbZm7zzuGNzGWi6DDR7gIxfjKz4ACy/WIu1n/SVvJcwRYwcPY+kpUpw5vBJ3KDno5t3d7zzbh+ydGDlGPKQFJRg2Y5wDFC4jasxJRg9aQZcnJ1IMSOF+MuXcfnUKVTYu2DIpGlwodcxJoH8/kgEyiJPw7HfRPRxkMLtS5cRnpCPXr37YEj/XhDVlCAm9CZ2HA6AsW1PzJneD4rysvA/sRN1hJU8jMpAudBQYhNjIpeE3375FueS1DF36QoIg06i72dzYKjMx6E1WxGSWI4eo0eiu28H3Dp6BqHhMZi5ahEHkF282HgAWeCtmyghs9GuAwZBvZ6H4sI0HAuphiciodzlfViTyb50ZRLJOxRhRnR4K/2/V3Kf50EWTbILfVV56Kk2X4S26aYMbs9cBv45A829i2VaWBCy8oth0qE7zJVr8OjhZbz7ax4ivjFA1wX+6O1uSQsWBVSXlcK3d3908upMRt0EkJ0OxKHTyTiw82Pw8rOxblQnvHP8Eeb37IK2vQZA38yEwC8hFK06wbNjZ0ReicCFC9E4un8QkmMvY/wNJwTM9YBMvRgHDh9HO/VkbA/kgS9Sgh3NOwJBLWxsbOHjrIu7R76G9eJr8JCtw/WfhiKpyxYMtK7H0uU/YADNZSb8SBQIypFZb4lLO4+i9/ABEjfHOpEAbsNnInTlYHT5kgPIIlswQBZLbCUm8bPQVoSFVnOmyjfebBhFUsZSngi2ElaVfOPtuIE9MX+H2ScTsGaoHbSUHvuMPi8YUMarZWwyoaQrZCp1iGTvAAxY0yLW24sWNwvIvzSMGhMw3zX2Xbl48Qw8DyArz62EiAzx32Qwqb6moRop6GVQFHMVN2NLyVhXFuKSVIRliWFjawVDcSK+2XgK7h7uqK+twN3LcbgQfB1WRlq0MCnC+M+308uvA94Z2B7h5w4gMyUdzv3HYM3nH0HasQ9MVOqRGXQd7ZYdw0c+plg8fwe8uzhihJ8mLgQlIINnjBmDXVFTU43MAj40c4/j/ZW34OFiC5naEqSXauDTWVOhlH8Tj9IL4DxoBtSK43Dp6GH4Ld4Ci6zjeHd9MHatWYYj3y6B18juOH/hOmLicmBCpsAVublQUjXGiKkzcWb1Wg4g4wCyN3nLccfmMtDkGXgaIGPsrPK8SqTcz2jy4zZ0AC3yTDZxNkQ9LxMh59Zh+qZwYiPXQUrTBIuWfY1u7UxxdNMPyCwUwMDaCoUFdVBWc8TsT3tCTkqM8opUdOz1Md6dMIRkjZW4djsdH0yYDAeFDFwJiEFavQV0eVmoyirAhK0boFGaB4/hU/DJ6EHo4NsJp3btgrqaJoyNtZBWLAMjM1u0N6nGzr3n0MWXijC5SSjTGo7PJnbA+XWjcSNJBxYObVGanAFDm3boP9wN/se24FiUNJbMn4eLK+bi4327cO3H+ShRdIC2rioy4irQ3tsbEJYiLiKWA8hoUFxsLIAs7IE/zuzcCXUTK7y7ZClUC5MRefsgggyGo7foCg4U9cKcAfaIu7AFFXpecHV3h6n231/KnweQhWRVwpjM+ZlJPxdcBrgM/JmB5g6QZYdew/WbtxEnpAlbjVghBenINRmMdWP00Wf8crRtYwkNFSUUi1TIE2wA/LxcISddjWNHrmD12vOYMKUjhNWVOH4mAEeO7cONb8fjgdAY8qqakBYUw6nbQHTz649rR0MIIIvFscMjkRJ7D2PmHce0UR2B2nJcjZfC3BFW2H3mHkpKa9DGSAN8WU04unmhv309/I9+hTZLrsFNigFkgxHfaRuG2Uth3vxFMHX2hZN8GtT15VGn64jAfftQb0qdT2RJDlZbiymLvsWF+X3RaQknsWxqgEwsqEJoSDhSc8owaNQgyAtrkJ8YjHtFOlAvioJt134w0dVEeUoIcviq0DEmf6vnPGPY3fOsSf+DjApUEXDjZKhCXpdvhwSvkrzIQrMqICRGV09bLaqANr0zF+sOxIDIzQFZmNfDUsIMbygYUMZkl0lFNQRw10nOM4ckmCI6bzt9ZUlHTkWSxv5TnIkuhAEV2Bzp2qoRY46LF89AS5BYhpzdD76JBxzsbKBaE4M1B4NQxROis6UYP59IwsBONlTPIGPl4iJMm78U+loErEkVYvwnR9GjqzsmjvVC4IHNSAh/AAO/cfjx4ykYPPtzGmdUBxFVQ7fLBPSxV8H8uWfRr78rhnhVUeE3F3lqXviilymKCvNw7tJVtK0PwVf3tOBjrU5ed/R8gDL69+mJwtBzKKBx6ztxPmrp2XT2wCbYTdyGDvyrGLn6Hg6uXYzdSxeg49BOOHMjFpXkuevi3AZiAR9a+kawsPXEgR9WcwAZB5C9+I3LbclloAVm4FkGmbBGiIqCqjf+TRRUFKBChVMRnwofj27jZpIIBuqKBEAF4Vq+JeYONcbOnb8jIbuK5HgGyE3Phb6+HVZvXQNtpXqUEUBm3/1bHP5tEWwNFbFv6adwHzoBsZFhJKe/DVVLVyjVFFCxpRa+X+7Be5Y1cOzyJc4fXwQDmWisPl+MLu3d4OOoh2IqGFYWpCIp+CzWnYhDR1cr8MtyEF9mjqO7vsWlnydDYD8UnbyJ6Xz1EPIECugyeBgKQs9jb1AlVs/7ECsmjMXs31ZizuS5UNQhcI4BZNHJ6NRvJPS1jVBCnpgcg6yRALLi5DBcuncfERduwsnRGf2+WAKZ5AcIOrwCSp8eg4/gMvzWyWLfeD1cv3EfXXr2Rtu29s9tWf08gCyAOlyZaypIzHy54DLAZaDlAGS1xSm4S8zSs/7k9yIvDRUldQz7aBacjZWxee13yCkWUOVfCrWq5hg6oCe6uFH1XYoWIIcu4ftvDmPQCBvUEltAZNUD377XA6KEi9h6KhyFlTUkkxFQVWYguvr6ITIgGWGhWZgzzxel+TnYteoHFCuqE3OgCgYdJ2CUrzWuXTiCmNgk8qYh3b2GKdp17IpednKICzwCgxFfwoo8ZB6dWYUc26noZCqLA79tRYmsOdqoVcG6jQ40zeyRdPMibkcVE3NBGjIq6phONOXQvStgS9UeSwNTKDY9xvDah39gYCAY+PXhhx/+v7PwsyfBDECbFCATCxEZHkgMwROArA7m/PQlZItzcGXHavD8PoFK6AFU2AxDH3dTxNw+D5G6BVw9vWCk8XzW8bMA2fXEEokHVidzdWi8Zk+u135BnzpgQmENSRh5sCJ2lT2BTU0dfOoUFEFsLiW6fxzJ1+9ZeWVDx68gaWhhdS2ySA5bQ6CZBjHQZGl+YHJMRfKPYp05NcgD8Umwa3owLB/t6ecO+ioS0IOLF89ASwDIok9txKHICqipa0JFmIMMoRac2neEQV0m1m4jBpmzvcQrJr9WE6uWToeOmjKNAwLIxm+ErGI9OncyQUxMMhRV9TBluA9OE2CVou8DLXrd5JdlY9Cs7+BOz6uZs86hHzWaGdVXDQdOXMG14Bz0cDcmdgCxHASGWOAnjXd+uAove2MoyYohZeCC4f39UHr/KAqpK5jvxHkQkoTyzIFfYDthJ7qIb8Jn+q/4buVPeLBtFfwmjUDI/Yck38yEtpEJRPRcNLK0h3eHDti6bBUHkL1GgExcW4O4qGg8jEzFqIljoCymeSchAIFFWpAvSoRNhy4wMzZCTXY0csrEUDa0h81zFDHsTuNM+l98vuG2bB0ZYBYJSfRuUUFFOBaswMX+zZ7HLFhTHmafwIpfLNgzm9knCaor0MFcA+6W+pCm53pzi3JSszzyvwaF9oPRwZJsXtIuYMC3j7B8tD5O3o5HRbU0nK10IaipgYmpGYaPG09FuTqUlafB3msrgm8sIfWcJnZ+PBRt+o/FzdvBSIyKgkc/8jODCLIqWjD3Hk0WL9Vw67IDAXc+g1LBKXwfYYy+nTzQ104FkVGxSAq/DV5pOo4laVIncOr6TR2RyYgK0z8YhxMrP4bZ8Knw7NQDj078gvgCAVz8xoCfeAM7/YuxYd4ELB4zErO3fYnZs0n54mIPAwMdIiJUwb69F4qpaJqTnMABZDT4/juDjLwWrpw/jUpql1kV+ghKVHHrtngJMciSEHFjD+4o+qFjXSQuirqjc/lVKJIptzKNe0U5VViYGcNY93FL9yfBALKNGzdixowZkJF5XF0OzBHAwVAD1jpvh/SluU0K3Pk03ww0dwYZy5yQ9PSlRYWorJOGuo4h9Kjy8pisIkBGajb4wlroGxpDXV31DxYLA8juYu+OMPyyZTRqpWRgSR2+nvgPlmVmooTHg7SaLnS0NKCmKIPycup0S8bfxkSFlgK1662tRkpqDh1DWmKwqEBtmOvEPBQUFqOiggdNLS3o6+mSVIhHfjpFkNN5DG5Vl2RDqGhA+5RFdXE2KnkyBKjVQ4VYRYrq2hCThLwwOwcCMoLWMjKHjrIsSvMyoKhtQAAgScib71B55TP7J4CMgWJVlA8xLf7YvxMTE6GhoUHFj7avfKznf5BepuJCcSf0IQIDomGqrIsPCCCry07Bni9nwXfjOUjdWI/TZR7oY16LnIIKtHF0gbtTm3/sYvcsQHbqUaGk1XNPW+1X9rlq5C/9WnYnpO43mWV0HxJr5QnLqikPXEj+iNsDcwhMsHhpcOzZ82Iv4Uwimk33fhZ9BxYM6KsgJiDzOXMnKWZaSQ3KeGIJe4zZNHDxchloCQAZPzMYv/5+BbklFZCiucihgw969O4FQUEiTh0/jFJatEhRg5haLQcsnTESGsoKNC8QQDZ2HXi8Iji4aEKgbgoXWlCMc9dF6oNz2HoxBQr0QKir4+GdmYthq6OC33Y+hJu7Obw7G+HhrRu4cvEqquk5oKCsDpdekzHQsQ7Lf1gPSDGAth5atp0x0M8H4vT7qKD5sW23wRBlxSPE/xKMus9AW5kkzP9uMzoP+Qj8R7fgObAPKqmrcvC9EOSV1aJeQRnWbd3g19kdVw6dxruLpkOTHpytEeN98OABPZcr4E0SHyWlf37Pfy0eZOJaxMeG4diBoygoEJN30Bqo86twbu0i1PiSZDbhKqqMveHtZoeCyDso5svD1ac3zP+BrcwBZC8353Bbt8wMMKyLT5YIrPmOHj1rWWdwBoRJ1gD0PBbQfz8BxNiPGWP/SagQs5vZdfEqy+FopIa2prrNEiCrzEvD/TO7cYxsojoQEFadFYIYRR/MGuKAgzRfpGcXE3BuAF6dPCztXalp2FDyIROjrCwF9naL8NnCHtDVkMH5yw8w6YMJ0MgPwS3/+yjXtocS+FDTVMOgj0i5Qs3F3Lx34d7tmdCqj8XC9ZegTPNiGwM5pJdJQUdHGzYqJVhzIgJdHY1RT3OWtKUPPh/XGydXfAiLEVPRoWN3RJ7YgDgCyFz93kVNzHl8dzAEi+bOwYkvpmL2ga3YuGg5pFX0oK6hjupaaXh394OosBxJMZzEko3N/wyQxd/ch11BxbBq4wDFqEAUl5eh2+zP4GphRgvJdHy/YR/0ZJUweUpfbNhxDYM6GSIpt5heXGXh3c0Xvl4uUHlKZVFSUoJ169ZRdW/8/wGy+0UyaG+lJ6kAc8FlgMvAnxloCQDZy18vHm5cDcfVy+lY/tNYyL8G6dfLn+Pb84l/AshEIhFycnJQS1JTBpBlZ2cTrVxfYmrZmMEvzcDtazdRpUTS2OIalEQl4f2flkGuJBfXd69Ctv0IqKf5Q2TTA0JiM5vY2kGDAFAVWriyKp4+mbM/G5s3b0b//v2hqakp+dUp8l/QVVcmI3i9F/a2aszv+Cb3xUCy9BI+Yguq0Yaaa7Q1UJYwbho7mLySNUJYcysTPw+zbVRJJ6tMV1GVOpOAvkd5VfTyLYaPlSaCSTrbyeJxcY0z53/5K9oSADL2raqLClBUXoF6RTUqmmhBjRrESMyRayqRnZlPrFNZ6l5sDXmJaTILBpDtRwcCvIaMcIGyhqZk7mLDXiQQoDgtDWX0Hyr6FjAkaw8ZKrrkkU+hCjXxUKcCTx0xWivInL+guAJKyiowNTaWdLEU8sqQmVOMOgLJjA0NaA5SQg1tJyLATFlDG/UCHqoqSiGvYUQyTDHy0lNRr0RsCWI6q9GiR0lJHuWFhSgtKaeGA+rQ1TeATJ2I/HxLoGdiANkmuC9fflQ0/if+CSBjzxUGnLHmECzu378vKXg1fhHmyXciCXhKNAIfBuHO/TiolddhJgFkKtVUuJ8yHF3WHKd1zklcKbCAu5Ec/sfeecBHdZ1p/9HMSBqNeu+ogAq9g8GAwQV3Oy5JnMRlnR5v1ptN23WS/XZTNl+Sb9OcxInLpjiOjb2Oe8MNmw4GDJjeu3ovo9G073nPaIQQoggkmJHe87OMyp075/7vnXvPec77Pm8nJ/TJuSNx6fTxp1wcU4Fs4K8X3WPoEJBnby0Xvj6qaGMhnGhsprep+H3mMesrWFRHFrcj+RW8fcn4Ipr34t7jjFA36ffx/n5oy3L88q/vIpbFXtxtTlx155cwc1wRVix+Fus2bKFvKhdWopNROnEm7r55Ho/bExDIRnwdd312NBdUfOjImYZPXTMfY6OP4t13l+G9j6phi/QhPScLH//c/UimNcy3v/cefvj9a5Cc4MNzj/0JW/YdooTmQ2rRJMyeezkSO/fjT397lov/gQWFjMnX4x+um471LDKTPvMKjBw1FgfXvM4FRDcKJ85H58G1+POLyzBz4R2of/9pXPetb2HLK3+lmf9RRvj54LUnYd6CBZARccXho7jmMzcjfog+b2ShJTo6GlOmTIHdfurMxPMWyP7r37+D3UeOwu6IQ+P+/YwG6cS8O+7AvUzHSe6C6/d5sfrx76Hlsi9j8w+/g8vv+jzs9Io4YstGziW3YlyPIlp9pVg+s7EK47LizCqwNiWgBI4TGJoCGQfFTW2MCutEXn7KoEzW9Ro6ewIXM8VSVsbWvfEE3tzehPQiLsIc3oFd2w7itgf+BePyM9FyZCt+9MjLyMoowtXTM/H+riZkWprRwklorS8JU6bPxrxLxsLeK7TvwQcfxNy5cznZTTAg3j7sQV5GKqNA0s4ezBDaUga5EoX13t4GzCpIwEj6evWuGC3bSHqjeIg5aI5eyBy0/lSVFv+wA/VOI5JdWZI6aEJk0Nz/SJOLfXUbX7mk0xQDGEKnccAPJVwEsv4feAP+87uvY8rM0bj+pskUwLRdTAKnEsgkOvnQoUNmAUbaRx99hNLS0gFfhAkeu6vpGFYvXYqKDj+iouKw6+Ul+MJjvzARZIt/9284OuomOCo+gi93CjoZTZKRxSj2nHym1EbROLsQOSknp6k/8cQTmDhxIvLy8szbyMRMouQGYxHiYp5Dfe+hQ0AivKRAjlgaSMXr5g56OPZIkQweqTz/Y2mXQHcD+pm20vcxgZ6gsYimJ+i5LLGFukAmx+3zuNFcWYEqimOx9OvKTI5DpACAG7XVXNxoaEFsQiIyMrmgYTwdRCBjiuWIn+ONN76AOPLJzsmjwBZrGLUzKKieiyIuRgwnpGUz+o7FZrj4fPBQE/JHJJt9S8p3VXUt2pxuJCenIC01mYs0brS1NDBjohE2imRFUriMaalNNRWwxSXCHuOAi3/v9Phhj09GBBdh6tg/xDA6z9WIlNxcinc+VB86xkwZRq+lZnDfSUy1bEMHF4mS01OH7HPxVAKZPG9kQSbYlvJZIPfuwsLCfn24I7iiY5Z0jjFqoJ35tvLD+qefRi2r0V32L1/HaK6oyWqXX3Jjmypxz52P49e//yz+/B/fwlV33YtU7zZsbOfFNfUWXJp7/L37EsgeX1eJSTlxmMAvbUpACRwn8NJLL6G4uBjl5eWKRQkMCoH169dj+/btuPPOOy+4B5nX2YBf/Pw32LRjN+IT49BwrNIIp3Nv/zjuv+8fEHwieDvb8MIjf0DGZXOw4uXl9FUYj2gfBw91LZj1yc+jqNfaSu8Uy79vrjaG8QvLUgeFYTjsVCK8aimALaJn1/WjU5FPASzSygEX0xjFQ0Qe+RtYMGfp3kbzt09MyjApE9lcNT6bwXA1hbUV+xtx09j0fglr4cBuqPZx6ApkTM090gRHrJ3p9oGJiraLRyAUUiz9Pjc2v/ccFn94CNE5Y5DrrMDqN1fjE6wwOnnkCHird+D/PvYKJ54ZuHxKJrYcc8LGiWYEv460x2D0xBm4ZsE0xPRSW//85z+jpKQEWVlZBrDYEKSmygKBXnUX74ob+u8skeHVXCA6xoWivppE04rAJUVvJLpaxBz5OZpWE/K9CGNHOdY6ygWtozSGr2RhHBfFlp5Nti1idPbCshQU0cTe1h2he258w0Eg6/+RedHacgy33/Qk/vTMV5CVnqDPm/5DHNBX9CWQyfhWsmEO08In2GTuM336dBTR4qc/rVsg6/mi5Q//ARV1dbjsXx9ABgfW0tzt9dj0Px9H9J0voCwpDmt+fTdap96DozTrzy4egZmfvgtpPR4ofQlkv1t+hGkSCZiWH1jt16YElECAgHxeGhsbIelu2pTAYBGIi4szA/xTDeoHy6Tfz/SiqqpqtLS28dA6sf6t97BTjJP//Zsoz83qXuGq3P42Hn25EXfcWEpvoKXGgyzOewh7Kxox5WMsCtErMKy3QPbSllrEUSC7nNUch3OT4a+Y3//i/cP0Y8ow1aNf215HY/1WRmI5TNqieHlJOuNKFs9ZfbAJ/3p5oTG/d0RaTxsVtoWpF79aehiPfXKgPeqG8xkb3GMXgUyeLzKpD3rCDu476t6HI4GNGzeijZELM2bMuGgeZL6OJjzy8P9g6er1SExJQEtNLaqONWDajbfggX/9RwRnHxLN8ebf/oro8hJs3bCHOa+TFgAAIABJREFU3o1JKC5IxuYNH2LO57+N0vgTz6CmWA7HK/riHrM8n6tbOrGKz+dXttX12ZkURlXHcswjaZBikh/LqPAYfp8RH8lK3lHmd3Ybf8doMPmSStGDXel6aApkfvr0urFnVy2tqDIRxXGStotL4IKlWPY8zOaqKrgZfpiQw9C9rtURLxW5in07kDlqDFVqK9zOZlTTTLXN6UdqShJSUuJPUFP7Esh+9u5Bls5OwuzCHrmYF5evvrsSCAkConoHv0KiQ9qJIUlAhLHTVRUaLIHsRJguLH/uFWxasx2f+en3jFdCsD3+k69g2p3fRTEri738ux8jsqCY4eS0ym734ONfvQeJvVIsewtkr++oQxwHiHP5nNHGNALeV/5n9TEOlqMwkZHb2RTKgn4iQT6yTT0jzl4ju9o2Dz43IwsJ9sg+RTI3V7MP0OdsPSPQ7picqYjDhIA8W1xMt+i5qhomXdduhhEBeb6ICJuWlnbayKrBNOmXxZia2lpGKLeQnBs71nyAFa+uxB0//T8YPyK3ezGmZvcyPPF6NeZeUoidWzbDFpOK8nwbPli7BpM/831M7XV7U4EsjC7EMO+qLHA5KY6tofdmU4cb0xlUktuHB2uoHqYsxsi9QFKQQ7GKZahy0371j8DKlSuN95ikT0rK+6naeXuQ9dyxj/mb0iIohHUHD3OAJdEttsjI7k3lZz+3sDJf1tKr7npfAtn/fecg5nHicmmRCmT9uwx0ayWgBJTA4BO4MAKZDy31DWhrdSJtRB6kVpxpTI05evgY0rKz6RsTRd8Fejo0t7JqkpUeY4lIYeRy72SW3gLZ27vqja+WLsIcv1akSqSsc0m6hQxa+0oIkhRLqU7V0O7GE+srcW15KkrSHSeJaXUU0g42OFHGQjuyUq0tfAiISBb0gAqfXmtPw43AmRZh5HgGUyA7kVcnNi1ZisVPvYHPP/LfSOnxx7//7gEUX/FpVqUbg6WsBNdIGxnEFuLoxj249z+/hpReizEqkIXblRie/RVxzEXfsMfXVdBzMxI30k81JsyetfKcqTUidVN4ngTtdVgQkGdNSkoKPdfozXaaVPcBFcgGgkxfAtn3Xt+LK0pSsGDU8E5/GQi+ug8loASUwEATuDACGbUwDqBkwn5iuhdD2CnmWJjWbx52/LuYbcoijPyur7SA3gLZe3saKJBZMGOELsKcy7UhBv6N9CqrZ8TeB4ebjB1CKYWyYFtDw1lJY/3RdSPVf+NcAOtrlIASuIACmQ9tNGtuqm1CRnFBj8UYDyrpg5lADzGJculsa0IjJ/PtbgtNtxOQnnqyv5AKZHrhXggC+2qd+PBoi6nYLAXtopguGY4ud8Ex3oVgpu8xfAlIhOKZfCDDQiD72gu7cC1Ng68exgbKw/cy1iNXAkog1AlcKIFsoDj0FsiW0zxePLSm5PUykBmoNxwm++lw+3CMZr6Ld9ZhfHac8SzzUDzbfKwFqw804745gUpu2pSAElAC/SVw4SLIuM7CxRh5rllsth5Cgyy+8HfByZUsxvi8TEkHM2KsJ2XEyPGpQNbfszx0thcbgn217fjDqmPooMF9z2AVNxf1GrioJF/BJglVozMd6PT6cbjBZXxRxQssOyEKKY5AFlYrq0kepHG+2BtI8ZzSDAfS+bfLRtILL9WBZIftpAjuoUNUj0QJXDgCIS+QSdjo/c/txPUMF72G6RvalIASUAJKILQIhLNA1sJqTWJCn8SB5bgsrZR8vleWCGK7a9pZ+cqFJA7uU2MjIcKZGP4WpdrPd/f6eiWgBIYpgQspkA0UYhXIBopk+O1HbAp+xYI3C1j8R8SunhFdIqq6KYR5KML2bFGMepffePk3qQopFgfi/ymVJqVJtLaTz1Px9ZRnrVSjtFGwzU6MQkK0TStEh99loj0OUQIhL5DJzeDfXt1jxDFJs9SmBJSAElACoUUgnAWyww0d9MfqQBZXaUelHU8LDC3C4dUbWdiqoEDW6HRja2WbKTf/ldl5ptqlNiWgBJTAuRBQgexcqOlrLgYBEb8O1gfSHiXAQzxOz6b5RDnjc/JsK0bKHFma+Hnr4/VsCOs2SuDsCIS8QCYK/M+WHDT+Y5KuoU0JKAEloARCi0A4C2RbK9pQTyGnMMWO/CSNcBrIK8tJ0+DNjM4TgezGsWkDuWvdlxJQAsOMgApkw+yEh/HhNjF18pmNVcYeSKpAW3V1KIzPpnZ9OBIIeYGsrdODR1lu/lKKY1KyVpsSUAJKQAmEFoFwFshWHWgy6QpSYTEzPiq0wA6B3pj1bVkU1+XtIXA29RCUwMUjoALZxWOv73z2BDo5njjEqPTl+5pw59QskyqpTQkogfAiEPICWbPLg0UbqlhdLAGTctVAObwuL+2tElACw4FAOAtkb+6sp8dHBCbkxCGZ5dG1KQEloASUQOgRUIEs4EFV1dqJqhb5cqOmlV6PfG5JgZncxOjQO2nDsEe1NNBftreRc9Y4RqbH6OLQMLwG9JDDn0DIC2QSpvrClhpMzUvAuOzY8CeuR6AElIASGGIEwlkge3ZTNdLjIjGdizBSyVKbElACSkAJhB6B4SqQiSgm1QtbWbUwhcVk9tY5sbfWiT119M+sb0d2fDQ9mpMRHWkx3lXljIYOmrqH3lkc2j0S77F9de0meuyzM7Mpjmn02NA+43p0Q5VAyAtktVwpWbav0ZSMH5WuBspD9ULU41ICSiB8CYSzQPantcdYXTEGc5nGrz4h4XsNas+VgBIY2gSGq0BW3+7Grup2U7Vwcl6cqVoollYihok5u5+/r2RE2Svbas0z7MrSFLRQUEvrqiAsV4Vk4/iZ6i5Cm1RULEi2M/LMNrQvmItwdBLZt6Wi1UTzlWdqUMdFOAX6lkpgQAiEvEBW2dyJbVWtKKU4lqcGygNy0nUnSkAJKIGBJBDOAtlja46iLD0Wc4u1CMxAXhO6LyWgBJTAQBIYKgKZCFVSgMxFr6pE++lFKhG6ZA4kItk1ZalnjEjycJ/L9zfhxa21LG6WhGNNnfDxDT9iNWHx2txV48ToDIfxxpJ5lUSapTjUWmAgrlOJ9JOqzR8catbosYEAqvtQAheRQMgLZMdYKl5CiUelxZhKINqUgBJQAkogtAiEs0D2l3XHUJLmwOxCFchC66rS3igBJaAEjhMYKgKZVPfdUdWGnTXtuHlcBmKYGtlX66SI9vqOOlRwHvTFWbkmYuxsm4hi1GsQfEXwpbIPP/+2mVFOEnGWxfTMT0/JMtFpcVHWIemXJSw6mfro4ZeIWJ4uNpGMtpOIO7vNYoz0z55u32dBosf21LYjIdqG8fQ01aYElED4Egh5gewwK4HU0PBwBMOBJVxYmxJQAkpACYQWgXAWyJ7cUIliplheUpAYWlC1N0pACSgBJdBNYKgIZCKk7KI41tzhMX5i98/N7/Msv7q9Fu2MILt+TBocFK8GuolQVsEsnRc+qsFGCma/urlkUN5noPvd3/0dbmRFSUbVrT7YbHjvJntJSZXib2XpMbhnWrYp0hNNoex82uqDTdhO4VP2J6mv2pSAEghfAiEvkB2od1LxBzLjo0zevDYloASUgBIILQLhLJA9Q5P+ohQ7pucnhBZU7Y0SUAJKQAkMOYFMBBpJxZvMypOS4vjQiqP496sKKNAcn+OIqFPT6jYFZPIS7YMW2SXRVS6P34h1O6rb8LsVR/DQrWUm7XIoiDwiAi76sAqxFBgvL0k5ZQTZiv2N+Mu6SkhhuKtKk3Ht6FTk97D1CUbg9ZS9ehrwV9Mvex+znaIosklFUW1KQAmEN4GQF8j2MlxVVk5SebOWG482JaAElIASCC0C4SyQPc/VczEs1kFtaF1T2hsloASUQE8CQyWC7MMjLfjwaAtun5hhhBuxkvnz2gp8aVYOBbEoMDMS67mNg6mXZaxIabsA0UiSjimpn1UUemSm9eN3DuK+S3PpVxZ73pFVF/MqbmNxgrd21SONXOewEM+pmlQIbaDPmwRkxDMYQzziapm91EYm8vtDzGaSv0kEmmzbwv0eanChnd9nMIAji1+XjUwy6aqSsqlNCSiB8CYQ8gLZrpo2pMdGIZHVVvqTfx/ep0V7rwSUgBIIHwLhLJCJD4usFE9Uz5DwueC0p0pACQw7AkNFIFt1oAnrjjTjvtl5xgNLxCnxrnpndwMWliVj49FW47kszyQR0C5kE3Guwy1m/u2scmk16ZfjsuNMOmI8vbXCrW2tbDVdliJvZyqI0PPYxP+tg1/eLv8yZ6ePwqWfgpjP+LXJlwiK4mkmqZl2Rv9JtJ9Ur9SmBJRA+BMIeYFs07EWru7HaDni8L/W9AiUgBIYogTCWSBbTBPk3KRojMtSU90hennqYSkBJTAECAwVgUy8sCSC7Cuzc084K1JpcjfTHBNY2VI8sTIY9XQxm0RRSSqolQFR+xg5lcZghVmFiRckom0gjlvSRx9dfRRjMuO0SvVAANV9KIFhRCDkBbLl+xpRnhmrBv3D6KLUQ1UCSiC8CISrQOaITzTmvXkUyMqZSqJNCSgBJaAEQpPAUBHINjB9cgsjm+6mmXvvto2ClHguJ4sHWIj4vEsaoUSUScG0aHqmSUphaboj5LN6xFftzZ11KEmP1Qjx0PxIa6+UQMgSCHmBTG5uE3LiTX63NiWgBJSAEgg9AuEqkLkj47CNE5WClBhTyVKbElACSkAJhCaBoSKQbWHFyB0UnG6fkBGaoE/Rq2NNLhzhVwdTC91ePyblxtHMP2rQCgicL5yVNN6PY1poEZ/t4iumTQkoASVwtgRCXiB7eWstpubHI4f5+NqUgBJQAkog9AiEq0BW7Y6GVJ8qTnWYKDJtSkAJKAElEJoEhopAJtUi99V14DpWSgy3Jn5pBxuckEIDRal2fu9iFWhZYLKzqIDVVL4MhcA38QZ7iBU5549Kxnh6qGlTAkpACfSHQMgLZH9bX4k5xUmmypg2JaAElIASCD0C4SqQ7Wy20iDZb9JFpHqYNiWgBJSAEghNAkNBIBPzd6mEKOmK8zi3Cdcmx7G71on/3VSFqXnxGE0rnBouNsWwqEAuAxokRfRCVN88FT+pPPnClhpcysqV8nzXpgSUgBLoD4GQF8j+sPIoripLwUhNf+nPedVtlYASUAIXjEC4CmRrqvxIZoVkGdxLpWRtSkAJKAElEJoEhoJAJiLSfgpkUax8OCk3PjRBn0Ov9rIK59Mbq5nSaDWCmUSViUgWE0mH/4vQlu5tMKmVWfHRiKRvmjYloASUQH8IhLxA9uCyw7iWYcglaboC0J8Tq9sqASWgBC4UgXAVyN465EYRo5OljL2DK9/alIASUAJKIDQJDAWBbA+jrg7WO1FIAWlk2tD0vdxNf7VjzS6ks+qleHvaL7BI5vX58L3X9uGzM3No0K9zx9D8NGuvlEBoExgAgcyF9c/9BH95dgk2tJbj+ls/hfvvnIdYqxf79+3Cl7/5Y2TaUvDTR36CzCQHfM5a/L/ff4gZ00fiinnFJ9FpaGjA73//e3z729+GzWbDT945gJvHpZsVfm1KQAkoASUQegTCVSB7blcHJtNoeEJOHFeZL85Kd+idTe2RElACSiD0CAwFgWw9vbsON3bg0sLEIZ3WX0GBTCpfOiiOSaTchXy+1rd34rXtdbiiJAXZ6l8deh9k7ZESCAMC5y2QVS5/FI8sbUJ+2WSURu/G0u01iBh1G+6b5sGHb/wWu8d/HXM9y/D9j8bj55+ahIMv/gc8IxeibOIcpDP0tXfrLZB997W9uGNypposhsHFpF1UAkpgeBIYTIHM627Hyhd+i0XPvoT9GI8rP3Y3vvKJWbD7O1Czdz2+8H8exogRk/D1f7kHI7JT0bh3Jd79qA0ZBaNx2ZS8Pk/II488gttvvx1Pbm2nx2XikEp1GZ5XoB61ElACQ53AUBDI3tndgGNNHfjkpEyTZjmUW4PTjR1VbeigX9llxcnGwH+wmxQRWLyjFpfS3y2eFSwH/x0H+4h0/0pACVwMAuctkHXUHcChJiuSUtIQ074RT724Drubx+DbH4vFqkX/hfhvPIvZrrdx+U98ePzL+Xj6ja1YePlsTBldhL4eDb0Fsvuf34l7Z+RwlX/o5OpfjBOt76kElIASGCwCgyeQ+bH9rf/BGx81IrloGgqsB7Fx+y44pn4Od0yMwksPPoCYW7+PmE3PYE/qVbhlVim2vvM0ItNGYPKs+UhlCfq+WlAgW7TdiTlFiSaCTJsSUAJKQAmELoHBFsi8Hic2LP4LFj35BLY4R2H29ffgW/csQIzFi45jm/Dl/3wEjvgifOXLn8aY0ny0HvoQKzZXwZ9UihvmnpwRIySfeuopzJo1C4WFhQbsW7vqUdnciTunZQ158UbEqvZOrylKIFFz15WnnrVI5vb6cYjVMt8hr9KMWBMJlmC3GisEiUo7VURap8eLO5/chl/eXIrcRK1MHbqfZu2ZEghtAuctkAUP76UXX8D7776ChPQSzL3qU5hd4sP2tS/j+Y4ZuMn7CpbG34WcrY8jdfL1yM3NRmxsHJITE5DAHPWerb6+Hj/+8Y9xxRVX8EZqwW+2WfHAjRMxe2QaIiJ0LSC0LyftnRJQAsOFQEdHB9atW4e2tjb4WQnS6XSitLQUY8eOHVAELVUHUOu0IDY5Hd6qDXjzrWU4FD0f912bhj9992u4/KGXELHkt3iudgKuymvDgTovysZNwPQxhX0uwkjnggLZ33c5Masg0XiQaVMCSkAJKIHQJTC4Apkfe5Y9jTfX7UdEznSMT27C+g+WwT3xPtx/RTae+cFnEX3j9xCz/z0cjJ2KBdPHoXbTm2j2WDD98huRGde3GNNbIHt/byOqWjrxiUkZoQt6AHvGoQGcbi8OUOzaVtmO68cwmOI0nmQijB2gR9vaQ83ISYzCuKw4ephZWSHTxde3YWeNk9Uz25HEojqzmaY6kc/u1NhIFgewmYrUdawOuuJAk0mvjGfBAG1KQAkogXMhMGAC2QcfrMWOD95BTV090ktm4s6P34CW5iqs2OtBuX83PFmp+NP/bsC85DokT7gCdXuOIDMvF6WzLkF8j1AyEcj++7//G7fddhusViu+u6wFD1w7BpeOTFGB7FzOsL5GCSgBJTAIBDo7O7Fv3z6IUCYCWXV1NfLz8zFmzJgBfzd/ZxvefvttvPzGYqRkFGDhzfdgIrMnly36HfaX3YGETU/BPu0W1GxZhaKSMSgoKkZ8XBwSExMRZ488qT8/+9nPjJi3tN6B8kRg4dRSpmmOMIsy2pSAElACSuDiEpBnijxjVqxYAbfbbTpTUVGBadOmYdy4cYPSudbaI6hrdSMqIRORrbvx7usvYq1zPn70hbH41b234bJfPwv71hfxxrF8TMz0o63dheS8Ulw+vfyUizG9BbKVFG9qWcnyJnorD5dGjcyIZHvoSfbaDs4RKWhJpcsRLJCTaLfBytRLEbcqGFm3+VgrWhl1Nj0/wQhcIn5Jk9c3d/DL5UGLy4tIviaBr61vdxsxrbnDg/EU0/ZTiLttQgbS+DqLBlUMl0tMj1MJDDiB8xbImuvqYIlhlRJ+2dqr8NwTf8GG7RX4wS9/2X1z8vk8eOO3P0TL1Dtw+InvY8Ynvwgc2ohGRy5GXflJjEk6flw9UywjLFZ8/pnt+MrsPMwYkTDgB687VAJKQAkogfMnMHgploG++T0ubN68GatXvIemlmZkll+KO29cgIajO7GjLRmOxr3w+lqw+rAbCW1VGDW6BC1tVthtdsxcMIspMice4y/5fJo+fTreq47C2FQr5owZgbQ0jVI+/ytB96AElIASGBgCIozt3LkTHo/H7HDXrl0mQnmgo5R79tbvdmLVyuV4+rkXmU6ZgoW3fAlzxiXi/cd+hP0ltyNm12LYR89Dw8E9yEpPx8jR45gJE4OExBQkOE5ejHn44YeRlJRkvqTV2lKRlluEq5luONyaiFybKIDF2KyIjbbgw6OtFLs8KGJFzxYKXDaKXkWseinebMX83Zn0LRHVGpweHG7ooIDmM6KYRJ/NH5XCFEzNOBpu15cerxI4VwKyINPa2oqVK1d27+LIkSOYP38+Ro4c2a/dRnBnsiiAPStew5YGG7ILipEb04a3Xn4TR6rd+O6Pv0OBjBMbnxvtlR/i179ejS9949N4/AGa9t95LxI7t2GHJwdZ02/B9B6Rxj0FMh/XZL758h56kGWrB1m/To9urASUgBK4cAQGTSDz+9Dc0ISIqCg44mLRWXcQb77+Ct7aUI3f/uL73QfodTfh+Uf+goSJU7Hx/aUYO2k8/G2NjGhuw+V3fQkFvTIogymWbxxwm5XssgyWgucjze/zmn8jbCdPdC4cTX0nJaAElIAS6E1gcFMsu97N20lRbgeWvvcuGuurEFs4E1/59I1oPLwFO7kYE9l0iAs2jfiwwo2IplqUFmfDE5mCjoZ2XHbjlYjttRjzxz/+0URWp1NM89CUq9LjQEJqBuaNTB7WJ1jEMkm5lIiw9LgodPDnWPqLlaQ7jFB2Lk0EsxZGmUlk2ZnEtXPZv75GCSiBoUlAJC3JhpEFmWDbtm0bLrnkEhQX9+0veSoS3QLZgWWL8PhrW2FNzEBOTBOqa13ImrAQd98+19yg3M4WbHrxJ2ia+T3Myo/GB4/9Eq6ckWitO4aEgnKMmX05cuzH36anQOb2R+D7i/fjM1OztIrl0Lwm9aiUgBIYAgQGTyDjIHrF29jfDKQXlCDd0oCVy1di8yHgpz/8p25yhz56A4tXO3HNleV4+e9vYeSYcXD4KnGgqgkzbv0KynrNRUQgkzT+d494MYkG/TIo97Y1w117FBFMs4zOLxsCZ0UPQQkoASUwdAgMqkDGxZiWphb4ef93JMTD21SBVUtew6MvfoS//elX3RB97ma8/uT/0qesAHu370B6ahIyM5Kxfd0mLPzH72BUr2SXnimWUtVxDz20rBTRpuRpVszQuTL1SJSAEhhqBM47xVKAHFj1KlZ+uA2HmmMxeco0XHXVDBM9Js3JkLXn/vAwPv7Vf0SU3Q6fpxPPvfAiDjY5MO/S6ZhefqJRZU+BjAsB+PWyw7h1fAZGZ8YONfZ6PEpACSiBIUFg0AQy+LDt3WfwyrLt6LSnIyOmHQ0NbSiYfjPuuG4K2TGQ2deJl//4C2TP/yxGFyRg6d+fhcsiK9I+RDsSMe/665Daq5ilCGQ3fuxWrKnysYJlPIqZ1tGxfyvaP1oGa0IKEufdDhqSDYlzowehBJSAEhgKBAZXIPNi97rl2F3ZgkQu3ufxWbNxzUq8uqYej/zmO934ju14D++uacDUqcX4cM0GWO1JKC2IwYYPPsD0u/8dE3plTvYUyPaxmuPRpg5kxkejlIsy2pSAElACSiA0CQyIQDaQh9ZTIGt1+/G3DVW4hrn6IzmB0aYElIASUAKhR2DwBDI5Vk5cVr+DNes2oMaXjrETpmHh/IldECiQdTbi5ZdX4bIr5iAhKQHOugN4d+lKVHUmYsYlszGu4ORUFhHI5l19E/a12TCeEWT5SXa0fbgE7VtWIHpEOWKnXQVrLN37tSkBJaAElEBIEBhUgYyLMbtXvoLXl6xHLVJQkOxHTWUFMibegs/edkng+LkY8/aihxE34VqUl+Rh89tvoLKuEZF8VjjbXLjijjuQ2WsxpqdAtu5wMxpoKi9Vk7MT+q56GRKgtRNKQAkogWFOIKQFsiaXHy9vq8WCUcl8WPXIwxzmJ00PXwkoASUQSgQGVyAb+CMVgWziZdehJcKBsVmxZrLStvl9eGoPICq3BBFWB+yjJg38G+selYASUAJK4JwIDK5AZhQwHNi4AmtYOfOoOwmjyqfipmumH+9rZxPeeusDTJg6EZlZ6ehoPIrVq9dgZ7UPU2bNx/SStJOOq6dA9tauenR4vFhA/7G4aNs5MdAXKQEloASUwOATCGmBrKHDh/f2NmJ2YSJyE3W1ZfAvB30HJaAElED/CYSjQJY//SrEJSRhNAWyVLsVzu1vwl23ARZHMg3+05Ewn2mWODez4P4T1FcoASWgBJTA6QgMvkA28Px7CmQvfFQjpgC4eVwabWj02TLwtHWPSkAJKIGBIRDSAllte6Ak8GRWGctglRNtSkAJKAElEHoEwlEgSxh/OQpz0jE6IxYxjYfRsfs5+NzbWMEyGz7nKCRcdjusMb3KX4Yeeu2RElACSmBYEAh3gezlrbWmeNkNY06ONBsWJ1APUgkoASUQJgRCWiCrbPXgSJMLZRkOJMdEhglS7aYSUAJKYHgRCEeBzF08B3NG56OUzxfv5iXwNK5jemUiLPZ8CmTRsNjSYC+ZPLxOpB6tElACSiBECYS7QLZ4Zx1jkiOwsCwlRAlrt5SAElACSkAIhLRAdrTZjWaXF4UpdsRrvr5esUpACSiBkCQQjgJZTc4luGV6MUrSHHBteB2+joOIGT0VEVHJcB1YC3elH0kL7wpJ3topJaAElMBwIxDuAtmSPfVGIJtPX2VtSkAJKAElELoEQlogO9TkNuHIWSyJHBNpCV2K2jMloASUwDAmEI4C2YG0Gbh3XilGpsSg7YO/0m7MBcf4G0xVzPadL9KwX3zIPg6rI2EYn1k9dCWgBJRAaBAId4Fs+f5G42p5aVFSaADVXigBJaAElECfBEJaINvf0Im02Egk2G2wWtTQUq9hJaAElEAoEghLgSx1Oj4/vxwjrK1o3/JXWJMy4RhzO9Mrq9BZuQa+tnga9mciZpSmWYbiNad9UgJKYHgRCGeBLC07n57KLVzst2IKfZW1KQEloASUQOgSCGmBbEdNB4rTYuDgA0WbElACSkAJhCaBcBTIDqfPwGfnlSGz8kP6j61BdMFEROddDr/XCW/rQaZYbkPHvkYkXXMvI5l1gSY0rzztlRJQAsOFQDgLZNbELBxs6EB6fBTK0h3D5ZTpcSoBJaAEwpJASAtk64+2YWxWHOKiVSALy6tLO60ElMCwIBCOAllF5kxJlF+jAAAgAElEQVTcM7cMqTteAiKbEVM2B7aEcnO+fO2H4dz5v3AdjEbiVXcxzZIr/r1EMp+rHZ6ao/A0VAX+Zv5OhxmrPK8iGH0Wj8jMAliiY4bFNaAHqQSUgBIYTALhLJA1RqaiqcODUfS8zE2MHkxMum8loASUgBI4TwIhLZAt3deMaSMSTIqlNiWgBJSAEghNAuEokFVnX4K7Li1B8pbHmF6ZSoHsaopZqV0C2VF0HBLj/hxY47JhLxpP4ev4c8jnbIWn7hjcNUfgbWuiHmahPkafTNHJrKy4TLHMEhWDiJg4vj4RtuRMWPi9NiWgBJSAEjg3AuEskO3pTKBVDDA5NwFJMTqnObcrQF+lBJSAErgwBEJaIHt1RwPmFSch2cEJhzYloASUgBIISQLhKJDV516CO6bkIHnnQ4jKngh76Q3UtQLRyn4Po8Na98HXWou2zXuRdOVnKHjZA+JZRxvc1YcZZdYMW0oWIjNG9HlOfG3NaN+2WvZmtrMmpFIsS1KhLCSvYO2UElACoU4gnAWydU0OpDhsmMs5TaQoZdqUgBJQAkogZAmEtEC2aFMtrilPNUb92pSAElACSiA0CYSjQNaYPwu3ZLuQ7VmDqPzpiMqccQJcn6seHXueQuu6GqR87J+YfpkMn6sD7qoD/NeJyPQ82JLS4fd7jQjWu0VY5LkVAW9LA5y7N1BQa0VUViHFskzAYjWCWwTTL3tGpoXm2dVeKQEloAQuPoFwFshW1tuRkxCN+aOSLz5I7YESUAJKQAmclkBIC2R/XFuFj01IR0ZclJ5GJaAElIASCFEC4SaQPfzIo2gvmI1rfBswIt/GFMpZsMYWniiQdVTBuesxRpNNoxCWS3GrAK5je+DvdCEqZyQFsyT43M3miyrZSWfGEpWECBsFMAv9Zph+6W2uQ8feTeg8thcR9lhEpuUxcq0IltgEI6RZoimYdaVnhuhp1m4pASWgBC4agXAWyCSCLJMG/RJBpk0JKAEloARCm0BIC2S/WVGBT03ORFaCCmShfRlp75SAEhjOBMJNIPvNw39EVMlsLHA9j/zyqaxeOQuWSBrx92hSzdLTtJPalgVt6z+iTxl9xGITuW0JxbQEeFp2UfTayZxLtxHAejdfRzUscSMRmTyJ4ldK1zZi5O+H18k0zaN7KJh9xAizOhNR5pgwF9H5pdxWK5wN58+SHrsSUAJ9EwhngWxTaywyKJDNKkjU06sElIASUAIhTiCkBbIfvHMIX7wkF3la8SXELyPtnhJQAsOZQLgJZD95+K/In3gpZlY/iPzJt1GYmsPTJ+LVic3vaUPHgafR/N5OxE25mkb+00x1Sk/TNkaWtVEAK4C1y9j/5Bf74aGA5mnYyFTKdESmTIbFntG1GSPOfH4Gnvm6o8/aN78Pa3IWo8qKuZ2KZMP586THrgSUwMkEwlkg2+6MR1pcJKbnS8SwNiWgBJSAEghlAiEtkP3r6/vxz3PyMSI5YI6sTQkoASWgBEKPQLgJZN//wyKMKczFrMSNyCq7kr5go/uE6ve0oG3rTyigfYFRY4wgi4qGp3EL/L5O/jyC0V5pfUaPde+M0WU+bwf9xw6baLMIawwrWjKiLCbrZD2t04n2XRsYyWZHVO5IY+ivTQkoASWgBAIEwlUgmzHzEux3JxqBbFJuIFLZ7/PB7/Xwfq8ZMnp9KwEloARCjUBIC2T3v7gX315QgMIUFchC7cLR/igBJaAEggTCTSB74A/P4pKEasyix2Vq8RxYHdl9C2QUwtzVyxARWwAbv7yNmxn15ac4lk9xLJXimO2sLgI/RTKJOJO0S1/7EfjdTZwgMTWT6ZaWSFa2pNhmTSiFv8OFTqZespwmIjP5u3imZmpTAkpACSiBsBXIRo6bilZ7GnIT7SjLcMBTX0F/yw0mijh+9g16ZpWAElACSiDECIS0QHbvMzvxn1cXY2RqTIhh0+4oASWgBJRAuApk//KHF3Fz4kpMmXML4nMmmsiuvpvfmPB3Vr4La1QKIuhTZnHkMZKMwpXl7MSxnvsVXzN/p4hjHRJCYL4kwgzeNv6+EZGpMymkWfh+BymidbJSZi6j206ONtMrTwkoASUw3AiEawRZfNF4xPNeXsy5TH6SHa79m9C8fBGLtUQj9dbvaSXj4XYh6/EqASUQ8gRCWiC77fGt+H83lqA0Xf1YQv5K0g4qASUwbAmEWwTZl3//Gr6Y9jrGzv8KotMlvfJk/7HjJ9MP5+6HYUscyyivckaOJZ915NiZLwj6kJnoslZGl9VSJKs37+F32+CplUizTthSs1UkOzNI3UIJKIEhTiBcBTJXRjlKiotQnhmLZJsXHXuWoH3Lk7yvj4Bj7OeM76Q2JaAElMD5EvB1tMPnamd0qpfjSg+/l8VXFxdh+b2z1YwppXla6rmNR5IYTMZChBSa4r+BLwv/kzHx8Z/NYq5UcGfl9ShTqIrFRmTbIdxCViD71re+jZv+vAW/urnUhCRrUwJKQAkogdAkEG4C2Tcf+l98qXw3iqZ9BraEgjNC9dTTG8whaZVSjdJ6xu3PaQO/l6b+uziAaaH/WAGFMztFsmNmsCNRZJFpuee0W32RElACSmAoEAhXgexQTDEum1xu/MciKnfDdZBp+1HH+CyJBtwliJ9161A4PXoMSkAJnIGAt7WBYzuKV24X/BzbiQ+h30WfWopX0vwUtrwtDd17ibByvGmEqIBYFcGK58Gfzd+ksdJ6cFwaIdvKz6b1ELjMLih8BUUt7qf7++79cxsR1iTDgfYiop75OS71e5r50mhmUKSzv/wd/XL9LidvX/TU5QKuNY6Lxl43EyGa+jx6X1uLOd7eTTgIj1M1qSBvKsSfQojrZnG2Qh33FwHZ39ldpit2HMDoWfORXzTy7F4QpE4fFtEdB7w1NDTg97//Pb7xzW/hjr9tx09vGHU8giz4lmcLY8B7pztUAkpACSiB3gTCTSB79NH/xo2zCpExagErRtJLLFSaiGRNOzkIaTc+ZwGR7Ch9y1rNQCQyIz9Ueqr9UAJKQAlcUALhKpBttxbweTMO0/IS4Nz+JtxVmxEzbjY9LavRtmEVUm79Ab0oKZZpUwJKICwJuDlOc1cfDghHImKJuNMt8EhEVkC0ksrlEVRPKDOZCuYRRoQKfG/+zq8IFvDobt2CmPyByo6PwlrQogNujhEpPIngw4JS8uoIWyT/T3HL7wlEhdkobNmiTJ8iWABKvpdmsbNYSPe+RTiT/smOuvrT3Ztg3wJ/8zQcpajVzu0pitkSuV9b12tlux797nEW/fRaDBzZiU0OOeIUrwl0sksg6+uK4FiZqmLgPfsQvISzjKON0Cffc+HZbNclBhpbFevp77lrd9egbOZC5BaW9OuajBhsgeyfv/5NfPWFPfj3q4pM3r4oje6aw+bk60p6v86VbqwElIASGFQC4SaQLX7065h59WeQmDOWz5QQKwITjCQTkYx+Z/A7OPA6YlYVI7MK9Pk3qFey7lwJKIFQJRCuAtlOWyFuokA2McGNjn1vcqrYgthxn2JF5MNoXvFbxE//BlOXCk9fETlUT4r2SwkMZwJUeVwsrORtqqUWQ8FG0hZB8YYClShhRqSRyC8f/xWRyCYqDUUyK4WlKApW1kiOQSliRccGKFIUssawgnl3IJBEgXVFjRkhTdIiGXVmvu96H9mzCGXB5mcBKCM8iSgVjC6TNEqJLuuKOjMFprqUJZMVISKZ/ErEPQpqwb9L1JXVYYpK+Vy0AaHQxD0BkXH82QVfYyXtQSg+cb+WaGb7dYtVgX7Le8pxgscZiAY7noEhopzFzuMOHqu859kGQMnxmUJXfYtyIjj6DSsyEtFPtu0R1yXC3pmyQZau3oWyCXOQN+KcI8i8qKuuRH0DjYw9PkTFJiAlPQupDhoNM3zwcJ0LiWiFPYO59jaCZiWv2tYIxMREI85+cqqKRJA9xAiyr37tG/jB24fwz3PzMSLZDm97M5re+hv9WVKQuOCTw/njqMeuBJSAEggpAuEmkD3/0+9h/t33ISkr+3iYeSgR7U63bGb4Ov1pImK5QHTURJNFjxgNW3LG2Q8kQum4tC9KQAkogXMkEK4C2d6oItxwyViUO7dRFNuGqPxyRGXOYmRwBdp3/hW+lhGIv/R2Nes/x+tCX6YELgYB0SU89VWMCD1AocfHokqZsMTEU4ehGGMEGUlPbDNdE59Z8y8LNRkRzXh9iYDUJRr1rIhOgeq4eCXC1XHhSFIdA5FPEpXG7ayyLb+3xXUjiLDF8G8UpM42l7Cf8PwsXOVtp/1HR6UpMBUQoXo3iaDrIcLJn43Qd+riVuZ4zlYgE5nOJoLcqSxPRNgjJ8NB+IgA2SPUjFF4fpNGeur29pK1GD1uCkYUFPWLUHcEWWfbETzx6MN49e3VqG3uQGrZTFz/qc/hH2alY+/2lfjhG824HssRf+t/Yf7IZHQeeA9/35KASeNKMK2EJm+9WlAg+/L9/4LfrqzE52fmsDRyNMP6qtG89O9mYpAwl/n6Zw2xX8elGysBJaAElEA/CQymQOajt0FDXQ0XYZrg5mKR3RGP1IwsJERHwNXWiJr2CER62pGQlgl7VCTc7Y1weqyIsjvgiO774fnof/wFV92+AHmlOYxA7381yn7iObfNuULmad3LQUg1fdLKOOCJRWf1UXQe3oWY8un8HVNDu70mzu0t9FVKQAkogXAhEK4CmXiQXTu1DCMb3uTkuAMxo28wfpZ+dxM6Dr2D1pXLkHo70yztnOTq3CZcLkft53AlwBRId90xesbWwV2xFVEjiqnDiADmNdFWImAZIUvSD62BCKkIG1MaxQOMos5gilfD9ZQMxnGft0n/xj//G95rKcf0K6/H7IIIPPXE4/hg2yE88KVPYtXTP0bit57FLNc7uPzHHjz5zblY/PNvYObt/4CxM+ehr2lJUCD70j/9C/64rhp3Tc1GdkIUy94foEhWxdX0JKq0eYGwPG1KQAkoASVw0QkMpkDWXLkTzyx6Aq++tQqNTh9yyqfgprvuw8fGJ2Hrkqew6EgO0o+uwsxPfxWTR+XgyOoXsbMlGcXjZmBCwfFVtZ6QHvnNYxiXPQETFoxFXGoIP0soknnbDtHzYR8XhyZwsJUAd20FOnatR+zEebDGs2iAimQX/frXDiiBC0FADJ1Nk39l0sU0ne6UmQvRgYv8HoMtkEkaTmN9HerqG5gRA0TFOJCamYPkGBs62+rNYozF7UR8Sipi7MxsYWqRs9PH+XBcnxkxguvJpxahMm4krhiZiFGeNbxnp8NedE2ApCyCtFSi8fUHED/nO4jKGqlRZBf5GtO3D3MC4jflkdS7E5tffL3EED/oeSXpdj1/7trcVHk8ncW6CNj8e/u2Vcxoo0l9OtMRrX7YksYxNTJH06TD/PLp2f3zFsgOrV8LS3oOUnNyEGOlQPbk3/DBunX4zlc+iXXP/xj43P9iQeeruPzhePxxYQ2Wt5djzoQylGX2PXExAtlDv8fnvvo1vLazETeOTUd6bCScO9aagYCUGZXKDY7RM4fQadBDUQJKQAmEL4HBE8i8eO+xH2KHKxuTFn4CE5KbsPiN17B4cw3+65/vxJ++ez8u/8PLiHjnt3iuZjzuvKwQa99+EyPKxmLOvDk4VfD1I488ghHeUbjk5mlIykkIbfAcjHmdFUzN2UyRbBKs9gy46yvh3LoKjglz6ZOarlEHoX0GtXfDnoBxZe4SRYJmzF2/OGkyJqk3gU2PJ4TQypkTO3fVIWazuI0noYyDo0eUwcrPf3e1ryHOebAFspaafXjl+afx7Mvvor7Vi7SCUlx379dx9+wR2Pn2/+Dpw5lwHNmIqTd+ClPGlaFhyzvYXtGJtNHzcEkfGTFyOv7y5DNoSxmF2dE7UZphQ3ThLBZgobdk8HLobETb1p/D1zoOcdMZWaaL/0P8Kh4eh2fEfFZEDBq3G6N2+Tl43Ytg1dOg3aQcGnergFF9sAJjT1x9LQaa1wTulGJ876dGIME0vZuvk5UiWWXRz3/Ntqyq6G09/nNwew8jw+Qee7yj0huKbl33abnXWpPTET/7Or5+FSJTplAoGxWIHNM2pAict0DmoUmbrGJZbFbsefc1rNyyG7Gzr8Ut47Owe+tqfPOhtzHW0oKbvvWfeOH//QSf/OJt2LJ1J460puCK+bMwa2zWCUDr6+vxk5/+FLOvvA47m22YnBaBaePLYdu+gqXuM03VFx/zfhOv+PSQOhF6MEpACSiBcCLg4r1/27ZtcDqdEIGsqakJhYWFGDt27AAehhf7N27hACQJmYUjYHM14t333sPz72/Fj+7/NP76/fsw82evwbrkF3il7RKM92yBLX88xo6fhJL0U0eGiUBWZCnHREaQpY5Ion/oqaS0ATyU89kVB5I+Vz0HfuthiS+FzTEiEEm2dyNiSqbAlsaVS21KQAmEHAEfoxmklL2PRTZ8znZ46ys4AfNQ5DrEeZcPnSw+JZM6C1PCIyIZjUCjY0s0PWSioo3pcQSrG1piYk31MUsMF5bFDFlEFE7YOo/spgdOJaKLxiFmzCVM8wlUKBuqbXAFMi9WL3oQmyp8KF14D2blubFyyWv4w2tb8fgvv4df3XsrLnvwWdi3voQ3jubiimkjUfHRGp6TZFx703V9ZsTIefjtky8iKbcY07xvoSB/FOyjbuiq+hY4S2Li3XH4DTS+/DzS7/pvRqJkDtXTp8c1HAh0iWCdrOjoZuaXryPgwSXzdk9DTSA6i9t4muuNYBVcOZB7mxTh6xbIuu57QWQiUFnjWTmxe9mAFRu5SGCJ4r0yUnymAk1M7y30Qj++IhEQz4wZvtxX+R6Bn5n+KPdX8/PxpQjJUjORuV1NzO99FLGDHmJSFdHbzuPi76JzKGhH8r00LXpIXtnnLZAFqbz7zqvYu+8YysZzkjKpHMn0funoaMfug5WIofpqb3wPLzeXI2bZcyiYdQWcNYcQlTMK5XOvRl6PImISQfbgg7/BrXd/AfsavZia60BmcjxaF/8ZkdlFZuDga29B3IyuEOUheVr0oJSAElACoU1ARLG2tjYjjsnXzp07kZiYiNGjRw9oxz2dDHmXVTuOWXYsfQ/Ll3+InJs+gYX0tNy79lX84NnNyI2Owsc/fQPFs42YxN83NNWjAemYPfcyTCpiGmKv9vOf/xzl+WM4SPMhPicW5ZNKkZWVxbcJlOIOyUYjVF9nEweZG2Fx5LDCZSEn2YHS4lG5o4z1gDYloAQGjoCk5XhqD/Nzx0mRLM5ysudtptDFiZ3P2QZPEyd8UhjMkWAmVdY4lr2XCZpM9li5y1T1orAVYRMvGn5R3BLBy0RKSGUv+Zc/m9+bkvaBKIrAhEtMmE1Zsa40am4bvD/Jv6agGfvlbIWnrgKuQzsApgfFTr0iUOn2DJM2M2FtZP/72eQ9PU118LtoNj3Ize12Y+PGjfB4mBrF96r3RWHSgmtQPmHSILyzF4e37YSH5y+7ZBSi3K1Y/8Eq/PyJt/Dnn38XD33lBkz7rxcQs+VZvNMwCnmeI0jMzEXBuJmYkHvqKOSfPfk6CmyNmD3Sj+ziSYwCHtOr734ufrSg4Y3vIW7S5zgvKg9cI9qUQBgSaHz9T+Z+ZcssYHR7qrkfShMRKyJKTNUD9zdLJO+PUT3M6LmNqZTYWc/oLvp5Gc0qIJeZ37dzQaGHkOXvbAAHcCcZxPPTZIzwfU4ayMsrpCIjTeu7K0HSJD7CSqHMmNsHQ3XlHiu/k3syKysa0atLJBMj/W6zd7ND/j2JItwI9RILw+uzP10eEIHsjeefwNFmN8omzsK4UYVIiuuheLE3Hj60f/Dl/8Bt37kPr/zwO7j6ns8h2bMNWzuzkTn1FszsEUQWTLH89JfuR3Wblz4xcXBYfMzR/6MR1CJzik1Fy2hOCDQUuT+nWrdVAkpACQwOgcFLsezqr8eJZcuWYfOOg5g4ZTYmTCpDfJSFhvxN2HO0HtFcBTz6weuoyRyFI+s3o3BEHidVDOfngGfexz4G2kSc0H7PSsnXXXMdX1ODrPJ05JZlITo6DCYlEknmbuQEdQcHlxykReeyumUVvC31FMjy+cWJsTYloAQMAUmrcdccgZcpN+JLI1VgxWPG08gUHK8PEXaJPmCEFsUqE03ACCwzrqS5sjUuwQQ7mGgCmdNRxDKCllQdM0JV4F8Rrbr/ZraV33cJXsHXGPErIICZbaUx+kF2HHzt2Z4yr0z8pPoWJ35yD2CnTQSaCF6SMuRzMWLDy3tfj4Jdfe7b9Ee+zvadA9sFUp8CLAa3cWLME9DS0tKd3rRpz0EUjp2E0jEDGaV8/Cg8FOTMqYm04OCH6/DW828g+ZY7cev4fBxd9xJ+9PfNiPVF4OZbrsBHWw8hK9GCSEsnDjRFYsa8qzCrjNWFe7Xv/mUxJjpf4TOpDL7EccjMKUBBQcEJizFSTa11/fcoOk6it+S1XZEyg0tX964EBoqAr60Zzctf4P3UAXvxBN5jd3CevofiFTPMgvcJVhOMiGQkbFdVQURyMUGqHIqhPdMTzX3VLAZQUAveI7s7KPfYXuMz2Z8RsXrdh8yaQpeo1XXHCtzAgzvrSsk86f7V9f7mJtfje/Nz10JF8A5o7vHHo9YGiqPu5+IRkGeNZMPIgkyw7d69G3PmzMHIkSP71bHuKpbbXnkGj77wGlwJGSgvKUG83WbSbObPX2CuKW9nG46seBSLj03BJ26cild//CXkXftZePZ+iPb4PJRe/UmU9Vh8EYHsd/Qg++QX/ok6sAUFKTFcyWlHyweLWRa5wKyUd1bsM2GaMaVT+9Vp3VgJKAEloAQGnsBgCmSejmYseectHKxpxZjJl2BcSRESHCcqXu21u/DIY+/hsmsnYcniVUyxnIBY7zHsr2rCtFvuw+heQWSSYnn77bfj8MoqZIxKRcbI1NBPs+w+bRJxUM/J8F4OOBm5YkuHpyYQ3WJj5EhkavbAn2DdoxIIMwJuimGuA1thZcoaHbxM7wM+MkzNMcqXlIGXCRrFHhG0jOG9/I4TH1N1LHCPMSk4RiALiF8miisofHWJXGeNRqJAPa2cNzIKraPSpO34GQVhoh0ofktkQ6ACGgU7/uvnpFCiHyLophgR1TVQ7uFZ5usQoc9FMY8LxvGjTOqSRLZ1m/mfpmPdx3HWne/aMCjymUnkhW3vL1+BnLx8lJWXD94bezqwfv0HWL72Iy7EzMbkGeOQFGWFPIf2Ha2DlddB5eYlqI5Lx7Hdh5EeE43YlBTUVzfgyrvuQXavefyPHn8VC1K2Ysz4ubAkjUEUo2bsNPjvFg7MhemF6+iraHprMZKu/hqisnkuB12AHDyEuufwJOBjVKiXqY8neHD1OBRvayPvL4zu6kqjFD8vEeUtrCwemZlPoX4XI2Y7GTnG+1E00yElWqtnlJa5Z3TdN0TcMqIV76kiuJubbSBy9uRrv0uU74m1S8Tq3v8Jf+tj+/A8JdrrC0jAy4Wl1lapRhpo79HOZeLEiUbT6k/rFsg+eP4prNnH8G4OJhx8iEgrLh6JhQuvMg8ADwft2996GCkL7kNmrB1HVj2Panse6g9UISs/FyVTJyO2x3M2KJDd/rmvIjk2GqmxHKQ016LzGKt4ceAvg//2batNWknSlepD1p+TptsqASWgBAaDwOAJZB6sf2ERFr2+BK2ONIwtL0FsTAyy8gpw7eVzug9l+d9/hdr4Wbh0SgFe/evjSCsp58CtGfUN7bjy7i8iv5cdWVAgc1V70NneiZQRyYhPC+Fqln2cNF9HDStc7uPEOY3PWqluWWOMZyWKzJZ0ciTDYJx33WfoE5BrQhYVOw/vNhOZYFqeRBn5nC0m2ki8XSIccUzbTaDfX6rZLoLeLraEk9OTQ/2I/eJvQ3FMIsescclMacvoFr0gaT5BYewsBR4xx/cz7cdnUnraKbLRfNpDEUrELab++N1M85GILmkS1SAil0z0JLXHCFwSkRYQvCSFx08xhCoZX+sKmFSbn/m9iZ7ga2TiKGKcEeQkLVMiFUS468rMMD93pR6xTz55f+mjpCVR/ItMnWaE8/NuXdGqIsCdS5Pj9JMXyOmMTUQ3iSI5Q7+XrtxAgawYpWUDm8Yf7J/H1YrVK97HVtrFlFMcm1g+ihkxJypezvp9+NvflqFschF2bduNuLhUlI2wMx1zLabd+X8wkTVTerZX/v5LjGfwQH7pLF4GqadAIYsedWha8ivYS25EdN4EYycTbCJadOz7iD529YidttB40mlTAqcmQH/CyoPGo1CiYns34xtuImV7e69K3nawmsipLtXjfzff+Wh676/k88LDcQfN6m3x3DcLh8h9Lyh86alSAmFI4LxTLGuqq+HscJ7wmXI4HEhPDzwlfBx81Rw9hvS83EBIMR+61TW16PBakZwYj/hekQABgewh3HLvV1GYxvRKmie7q/YHFGtbCwdwSXAdqYWbA77EBZ8MQ+TaZSWgBJTA0CIwaAKZn0bJLz2PDbs42GMKVAxTX0DviOyCYnzs6gUBiJxsLn3tGYyadS0yUhKwYxXFNFomt7Sz2jEHgVNnT4G9V7BDUCCLpxCwb80hVrJMRGZJWtidFK/zKFOrKjggTeM820EvIopkrvbAYpJ6koXd+RzIDksUkevwTlbHazTRUBJhaEzeWaHLyzGbEVXoEytjK+OHJemF4ofVlWpoTI35O/Ga8vMzJt6vkqYoUQZGWBPTZO7vuKBmN4KU+HCdPPEayCM7zbTQpFEeYwplNfuVjMisYuPjJRERfqYm+908BopRxr+GolZAxJGURE7ygmk5ImTZ6CEmVclE2LJR1KJIJL42VKMC3My/FMXk9SIgicjFJuJWwMdGIhhE5KLgJT+LUGa+F/8xiVgT4YsTV5OqGPz+3CKyJD3Pz4hSX/sRY/gewSq3ck88qYl4J2lKJ02KTz0R9gsXEQTPpXVz6lER7nT7CfbvNNus/GA7svNHo6Sst65y+DUAACAASURBVI/XuXSw92s8+OjNl/HMi6/jWEQsJo4by/lJNBLTc3DrtVd0b7z2tcdQEVGCyRNLsO7NV9DJ6yMtPRU7mdp/7f0PoJgfsZ7t1T/8AePnXIo8enNaeph/n9xjP1o//L88j3lwjF5oohld+7eYz5uIvAHPObcRNjqP7kYks2miR3CfLOagTQkECcgCgevANo4FjnGhw8p7XH3gT/J5FLFaRGuJlBVvxN6eq0bYt5h7ndwre7eIKDHSl+jHrnsVx2Ii+lpis8y9zyq+XJHyATi3e5meRSUQSgTOWyAb6IMJCmTX3nUfxucmIcoaAeeu9VzhdNCMdC3HGSkcU4w3pqT2URMDJqjalIASUAJK4KIRGDyBzIfa2jq0tXNQF2wcnNljWLyFkxLTOBmsrWtCUnISbKym7HN3oKGxCZ1+G+ITEhHHtP/eLSiQpTA1Zutbu5CQEYdcVlS22MJvYOdtY0UlRh/Iqq3fE0OBoMqkQVhZySm6gKlIZxkpc9EunmH0xrKiLxMYieqSyC1Tlp6eWOZnmcNQ1DLm5zJP4UQ4YODO1X4HV+ONYCWVDQOVuMz3EgXQu1G4ch3cbkQtLysniiASnVfC1X0uWp7iWpCoMr8YofP9Id/Lv5KuxxQaH0U0EZjEZ8YIZPxZ/K5kwiXjL0tsYqDKovSHgrM1hlFq7L+k+sk+/J0U1Lgfc5xybDS+j4imQTO3tdhlwhXF8R1FNYpFUkHsXFPLREjwNFQaE32JiLOxuJOkMVqiUwPMPSLwSZ+Et/haichFYUsmgxLBZYSqrkgvk7ocFMh4bEbkklRLibgIeo51pVyaVKFQuG/wWqJXo89FkZwV1k5qJrqtS6A7q8+c+KPJMZ/rsQW9yk6+//b59nIu5Jycpi1bsR7ZgxVBxvde/9YbWLtxO9qjY5kRI6m0NiQxdexTH+sqCkaxcM07ryBrzAxks6jLwU2rUdPcApclkZ8JL2ZddSk9k088gEUPPo3y8WNQNrUUMQmnF7NcR55H+4YtFHanwJqcExCiKVrYklhZL1I+OyJsZ7M64GFGfMYbMcPXXGd8n2wpNHPWtMyzurKH6kZyb3ZXH4S77giFUzesKbw/izF+4Oli0rFNBOzpmkS1SmRsMCq2x7YBgZ33yeA9QRYVxLA+rpC3R97DtSmBIUQgJAWy3/7uIcy87QuYxxV9OycszSteZFUeDqQi+aGPYfWu+OkmxVKavXj8EDodeihKQAkogfAjMGgC2SCh6CmQHfqQxt0+P9KKUxGbfDytZZDeelB262mh8OKmF4g9m/PZJEZds8Q6o6wjc0ciMiNfF5J6UqdAI4V+xE9FBBkrBZ7BnlhKml7n4V1Mgz1qxC3xbmH1IuOMJaKRRHeZKQxFJCM+SZUvqYwoJexNdUR+z2gu8zNFMUvX9yKCBuc+xpxddsjXSjqWhYbJUfllppKY3x3wvBKxzU+PJRMNZQQTKXNPAcikAXL/oswxKiCQzncGE3YKcUYwo7gnApsR/ERck5/5vbeV4hyFNok8E8HWx8hGE4XG34mwJ+xFXBNhzZrEamfsm43pneITZvYjopr5t+t7inQi9knUmmEgQqEIbTE00+e+3TTil+qStuRMRo9xQbVlj0l/tMYVBaKmTMqjpCeKgT6jt0wklSiRMuE7SxFnUD69utOzJbBkyRJkZ2ejfDA8yPgZrWcGS0tLj5RQCgGRvMZyMrvyJik61ze0IC4+jl5ikVybcaGpqRntbj/iE5OREHOycfeivyxCmjUbk+dNROoICsCnab6OarStf4rXdxHnPIzGiWJEIKOmIyIpOouoywggS1wx/M5j/DxZ+BmjjQ0XROSal9R6a2Ka3uvP9mIaYtvJs0Xur54mzpNjeS9lhpYI4hZHsLp1sCDIme51wUIkakI/xC4RPZx+EghJgew3FMjG3HAvrh+byZQaK+pffIglY2lsWVTCD3suB3Op6Dy0z4QfJ11zT78O2QzoOIiSlRdJBxjsgXG/OqcbKwEloATCkEA4C2QuepAd21aFmHg7ssp6GciEzbnws+L5LiOSWR0FnFglw9tUh/bta5mGU25EIBNBdLbpVWFz3P3vqJcRF65DrLLF6KrIbE5EmY7qc1GMoUglIo6INyLciPhkjNrPMypDxhydlQfQwUh4x8R5ZjLbXcnwNN034pBUI6Sg5/fye/5rRKiu6K5AVFRXxA0n957GmoD5PNMlo7KKTIqhSSvkpNorE+qm7aaKmBR4EE8tU9aeEfmW6HQeM326JGJKoqM4GY+QCmPG5irw3ibNjhE2JrVQ3pcRV0ZUMobyjCqg75a8vtsn63SnxaT6MFrNiGlyXF0RdSKMMfrTZyoyUlTjOM1r/hUxs8GIYHI+xF/PmpTGhVKm9jCd05aSbaq4irAYySIVFlZR91IwlkgxW8qMgP+YtiFBYFAFskEi9NRTTyG+ORVT501CZikFLOvpI/Jch54xooZE5nhb95kUXlsC5z4xFDoo5vr4WfY0bKTeK9d/MX+ugae+g59DSQuONCnPml4/SCezv7vlPU0iaSUlVu5zp2zGQzBwL+xPkwUNC59TsgAjEbTwN/L5EsfrItnc0612RhVqUwJK4JwIhKxAVnT1PbhtYjY9yCyoefwHsKW3IHbKtcYbQsLcvY2RaN+8DCm3fPXMB9610mkqbrQ0onXdG4jgKmT8zOvMIPiMIeTyeq5eBqsanfkNdQsloASUwPAhEM4CmZylXUsZbWWPROE0TkzoWRSWjc8pE0nGynbWhFJjluv3WuDcs5HmzkzDGTUpIM6c1gcnLI+8X512UjR0HdnF8QR9hSgwifjSeWw/I+72GmP3yPR8RBePC/j7iJ+Wm4tqTBOUaCjx6opg5FIgzfFk8+PeHTEG+VUH0bbhXSRe/ilOepleKB4vQXN2EZ7EsD34s6kQGDBlNy1o1G4inbpS/CStRX5/mggviZwSfy1P/Qb2nZOmlEkc6xQerxbGVxuDeSN+SfSXeE1RgJOUT9Mn/k1+5uTc11kbMFun+Cr7ku8ljU8EMUs0C0TwyxLD6BX6z8ikLGA6T9FL9iteWOLT1ZXWY0S1oAdXRFf6nvhzSerfmZoZh0kVSKZDSpSaTChFaOO5MWmaiWK/wWOmUCzcbMkTTzjeM+1e/x76BMJVIMuOymfxsiKkFaXAkXT6KOXOireMl5w1biQ/U1zsMGbnJ4tqkkbrYZSkp24tP9/T+BlLgGvfDorkkbCXTTNC2XC/11/sK1oWM9q3rOLiyKqu+x6jdvu4b4swJgK/3NP61fi8kEUBH++zMWVlFFbpvhpfwHNfFrhutCkBJXDOBEJSIHvwtw8hdf6d+IcZNKtEJ5refJwrlOvgmHRrYAVTVsnjFrBCBwe5k8Wo+TQTGqOsd3AlfQ3aN70Px7jZvJFMN2p709tPIPn6L3AlUsKeT7EPWQHgymXHnk2IKWd1oGBYvjFhDdOJ1DlfLvpCJaAElMDJBMJdIBOjfr/Xj9zxWbDHn8VkPVQvAj7vvDTr9jTvYHBPCgfKY0xVPU9TDVrXvklR6HJGTIlXzbn6CoXqgZ9dv4xx/cFtjK6rQSyjuYzo1KsZjy16/8jKv4dpe2J07zqwld5WdYjKLUF00TjYR05AJMVGs+IvUV0cJ0RYxY9F0hMDnlQSISXCW8vqV81CXkSERJIt5t+iA15Y9MQy4pMrYB7vY7SXMXKPyWaUSWASHUH/LIkGNL9nNIBU+bOI54tUCaPQxNGJMcsPOHgHow8iKPQt476Zbpg0jhOmkj6P8+yInXqrQDSZRD2IwCZplZK6KVF4jPYSIc1Vwci1ykBqmKvW7Eii1SKiGJ3GYzJimpUm/0yBtMUXdYmEXVUdjVjX49hkfGauWX7Jv+aLvM3vyZvH7uusM2mVIthZeczdPjnne6D6+pAhEK4C2bQp0xFRZ0NcqoNRygNbYVjuPd7WvaxoTF8yCwu11LbzXtUOe+lUUxQggp6AauR/MS5hiR5rRe2i7yNx4e0UMQt475aAjN6VI8/QNxO9K/fDk5spnsLKqzIXdde8x2f7VN77uDhmFlC0KQElcD4EQlIg+/VvfwfL9DvwtfmFiOUgr23rUt5T9nBQepkZDErKgDV+Gn1WDvLGH4MoGtD21WQ1uHXtGyYNIXbqVaYSjFn5lQGsPFQYut+8/DnETlpgfFp6r7a4WQ2pffNSs+uYsbNN6fDWD7g/VoCKY/RZTBkfQGKUqU0JKAElMIwJhLtA1tHaibqD9bDS5D980yyPX4ASgeBhSp277gM4Rn3RCAquY3vNMyy6YAz9ScKvYudAfLxcNMkXI3dbCtNQYiOZusSV9u4JizHw6lr4Onnxy6QCGr8wCmgdrTTKPogOVgtzM31GJkJR+aVcgJuD6MIxJk3TRc+x9q3LkXzd57lXH5z7/gdROdczGzHn1JMkU/lPoroCE6JAtUSZIElkV6Bqook46zJRluqFYj4vApmvjdW+RSizxjIK7lIjPJn0xxBpJiLNHE9XRJk5zkC6pt9NYa39mEkF9Utl1k4xmm8y1SbFL00qo1miGf0o5vlRTAslQ4lai4hK4HEyzYzigIiNJuqm23MnRA5cuzFgBMJVIJs1axace91wJDswYlLOoEQpy7yos2KxEZptCXMZTbaNgvx+xIy7FNE59C0Tz0NJz+YtwiKRsBTzdZF/wC7Nk3ZkUusrdqF1w08QP+ufeN9PMfdnETT702RxwSyo9G4m/Z0FVLgwEBGZgsjMy0wRuzN6R/bnzXVbJTCMCYSmQPab36Fj0ifwwFXFcLRW0lvjAD/49JNIKw14YjDE32LP483nIJxbVzMK7HMnnUIxLPTUVph0CPEYESErsLLbY+BrUlLq0bH7Q2MYK0KbeLWIl4f4hYiJr2PCPFOhSQa8xr+MK8t+emTILc7DQgEdezfRz2S7SSmIyhmFqBFlZgISlVU4jC8rPXQloASGE4FwF8hkzHrgAxrbuzwonUtT77BvHIhTjPAxgqfzyIt8Ln3ceNY0vf0kYsZcwkioUWflgxX2GHodQNuHSzhpXMVo8GLYUicbfx/x8/E1b2cQVA2jwrgCn8SKcIy8sjDS6eRJSTBaSzSrrugx8QiTyWeXQb2noZqr+YfNmMEx/lKOOdwcJ/wR9sI7TEqiiXg6betjAmV+1fP3Xd93RY8F/nw8gsxEEPQ3UuGCnexg33sek0TAkaOJGusZOSa/DzAP+PNwG/49wlQ8DFQBNQIimUoVtVOlo12wQ9M3GlQC4SyQWZui4XV7kC7FYFhdcDCafDa8TfRXpFhujR9NYT7BBAJ46qvgZBaNVNGVFOWEObdQzKeIfgEKlAzGcYbDPr1Ntaj7+y8QNzsPMaPuDtgDaVMCSiBsCISkQPYrCmQNY2/D968rQcyxbVTHWxj9lccV32xTxtrbti8wOHImmQqXaZ/4xgnAZTW3fesqEzEWnV/OVcbTraIykoxmvVIByS0+JBS9bBTUoovGmgGuLZEpAUydOKEZ5Z4h/WLqy7xxScWQwZsYZEZEMmWDaZgepmM4t6xE0tX/wJUD8RDQdMyw+VRoR5WAEugXgXAXyORgD6w7DGezCyNnFSCqj2pk/QISKhtTPPAyysjLlEt5BkVY8pliuDewmJNVcFF76a6vRMNLD1NEmgvH6OmDHo0tPmKuQzs5gdyCyKxkRGVfGRBfJDVQopjEj8u0CBO15G07wLHBLj7jDxIdza+TJ3NMMdlELEX0fp6bCK+AyCNeZcY8n15jAA2aK14j66sDKYUhK1pd1Evh7N48mEpqtj4uVAa+l8g/jtN0nHV2LMN0q3AWyPJy8nD0o0pYWXgsb0L2oJ2BQPEOVjNs2GTuPbbk6bxnlZn7VkBPdpv5SceOtcZv0TF+zqD1Zbju2ESPVe1mRdKHkDD/a0whLzyLhZHhSkuPWwmEJoGQFMh+SYFsf/HN+NWt5YjatJgrIXVMW5hrbvCSc+2uW82Q+gMMI76SBogrkDDvtm66EkLcuv5tvialq3pXVxn0M/AXsUtWWaT8u0STRaYyDFpCkM+2yQBZqkyJcCfiGSPN3FUM+5ey7S21JvXCGs+qmT2aRKh10EC58+ges5pjIta4uq+DvLOFrtspASUQCgSGgkDWWtuGxooWRDkikTEyNRSwDlAfGJfDdDUxc7Y4CtFx8AgXbRgxzSgyq+Psno8D1JETdiOLW6bqYGwSXHs3MjK7g+bS0/ncLhuMt0P7R8soeh3jcbO6V2Iuxw+MSD+hdQlcJs1R0pGcJrVF0lhE+DJG8ha7EWNEZBOfNx+rzFnjR3ISOoX7ZGolvbUCTSwcGJFYszyQ7ujIH7a+b4NyMnWnw5JAOAtkhYWF2Pn+PjO8L51HsWowm1nEZzq4VKs1dywmeTOl2de6P1DtmJGzVsckZtlI9GUEHLSQEfsZbQNDQDKYmpcyWrs8hlY8TLE3RUg0SGJg6OpelMCFIRCSAtkvHvwdNmRfhz9/Zjysbz7Mldv9iJ3wafqGTDVU3FKZiSHEttSrzIqwlK8PpjS2sbKlVImKLhhtRLL+tGCJXXn9QNzMRCgTHzRvc62JUrOy9K6s2kvJdxOplkLTXbvDlDOXyYq3iSazXNlxjJ1FcS50vEP6w1C3VQJKYPgRGAoCmc/rQ/WeOrQ3OlE8c8SQO4leZ5URySIiixhFxmqNFKfsxeMvynHKs7HmL/+J5Ju+zEICaZyoHTGFc6SKl4fPTJm0xU65knrUwE3a2jYu4fN1E71MR9OvZa6pwnjWravKZKDapBgj17GvDUZ4tNDzKyIqyaTQiFG8h+maPhZKkCqiUemyMDZKxbGzBq0bKoFTEwh3gaxqTy3aG5xIyU9CYtYF8C8296tAwQtJCRd7GuNbxahZScX0e8SHLI/fN5jF/diJ9HnWdl4EZB7prqT32PonED/7NkSygvBwLYpzXiD1xUrgIhMIWYFsRdo1WHT3ePgX/TvNb5sQP+MLppSxNG/bQaY3spR9bDnctcyt37YKSQvvpli2w/iH2Vll6rSVKS8wdFM5a/8WM+i3UCTzMp1TosWkMEBkdhG9M/iQ4uK1jyvoHVxJl+pL0UXjOTnoxwD+Ah+Tvp0SUAJKIEhgKAhkcixHNlegoaIZ468enCimi33FuOm3JRMmTz2rD3osFHDyjaXABW1SIIcLRs0rFnEhy87o8KuNcb1EYHtbG4y3pzwLI1iAp/PwDhNdLc/K82mdLOjjrmWVt4hK7iuX4iAjtQdqRd+YzgfM832ssO1zVhhzeanWGMnIMp0cnc+Z09cqgeMEwl0g63S6UbWrhlnYPhROzbt4p5b3K1NhlkK/r4M2Me2MLmuP4gJKxf9n7z3g46qu7eGl0aj33i3JXe69YnroPaSSHtLbS8jj/1JfPl56BwIkJCGBECCEElposcE0F3DvVZYs2ep9pOn61j4jGUmWrTYjjUb7/H6yZOnec89Z584996yz9tpIWH3t0KJnxq4XQXllET/Ydr9AYqydyd0+zfWdeo8F5UBpoxSBARAIWoLs5cT34MmPM2Th8e/TVDiLCrL3mVAGKbJr620/7jN19aSh8dk/IvXaL8DOdOwxJJbC42mue6Y09sbkv814jhjDXH+9JA/iVjMm/452kyzAyJn7aWOnx0UzTe7yR8UiikkDLDH6cB0EtHqIIqAIjCECoUKQlW2rREN5E+ZdMdN4xYRaEeWAq4ZZoaNy4CIRKObmMdMWjKpiWTaMxBohLKKW4ZUWKsBLSCqd4JyYQTWZpKiPItFE8/zaSrPpJclzXNXlRk0WPW0hjxv6xpHYLnR6q6jUzmc4JP14YkaZFAy1G0n7owiMAQLjnSATyMq2VqKt3oaSC6dSfSrRKmNXOl0kx+wk7Kh49TQJsZ+PsJgEEmc2hgYu5fRAT2Utg0ZA1GOO8h1MHvcM4pZehMhMJmkZxTXmoBuqByoCisCACAQhQdaEX97+O7yYcDGe+vBkxGy5n3HcC7nTvIxMvM8vRfxB3E27KQveRa+wq9C89iFEMnNkFNOsm7BFyVbZt5AYk3h8r60coE+ITAyW8BiTCp0VnwUoeotJLD/9RCxxhaMSS24WEEwyICRad2bNAUdSD1AEFAFFYIwQCBWCrIq7+0KQFS7KC1imsTEaolOXFfNm2STytIhPlpc73Tlmnhmt4rW3o+7hnyF2QQRiZ95szNXd9ZtImKXwK96oscLjikzKelGVSSKc9h1C6kXTz2sS5/5qhkgWmhDRwSzgxJzftn09d9YOI2ryAp63nCScLvxGa7z1OoqAvxAIBYKs7liD8bpML0pBcs7YeUCeGhMqXz0dYgVzEEzhS6JMQjBj6J3cxLXXEp938pkEB/4a2ADXIx7TzhNHjd+zzCewRnLtmANrei4V1LkIZ0I2f3g/i3qs48h6elE2MvnBR3p4Uga4g1q9IqAI+B2BoCTIfnE7PciyL8N9l6cjsXYdPUMu4K6vZNx61+TQ3bSHIRMbSIrdRKP7bca/JG7euf28MItBcSN3Rpp4TAMzu2zjLvJVjNN0GC+zCO5eWyQrFXetT+PUGKvvtdfxJd0JT8MWvpRfRHaOUmQSbWEk6yxRmXy3F9Ne/xfZibC9/RJ31JlsgH5qljE0U/Z/77RGRUARCCUEQoUgE/+xxspmWKkey5qeEUpD1KMvnZw7N5uNIU+jhDVSLSDKrNGYYyS8s6UB9Q//GHFL4hg++WUqw7LYNm5EMUO18Rd11DLrFwk7syjrpJn+TEOidbppVVC2Fx0H3mFYJtXlVFdLNklZ5Ii/55lKBxPheDvqeXw7CbapzExdEqLjqt1SBEIbgVAgyNwON2pLG2BraMfUVUVBMmC+RC6elgMkyUiOtZ3gs7adayUmMuFaRELch+rpHCQdM82wH91FgsxHjnltrSTIIswGi1VsbtIZ6sp5SfyfPbTocTfXcboJN96Y1hRJ6JJuErcNWGgd0HFoM21y1iFuwRJflmRVjw0Imx6gCAQrAkFJkP2cBNnhwivx25VWJHteR3ThZT6lV4/iaa+kj8khvvCu4jMo4vS06/JqLaGUDClxN+6khPg4IrMu4CKg4NSxXrcdzrK/8+G/xvd7IcnkpZw7KmJk6ZGML8xWZU2czY2VOUa55jz5Ao33X2NYyDxTX5hkrZI08fwyma5kZ5qkWRgnmTArdyVGUMQQuI0kmTUpgyThvEHtlo/gcnqqIqAIKALDQiBUCDLxghSCrL68MYgWL8MakrOeZMJqmIGR+z2cJ6li8JKIMkTTIBYCI2iOmPA7Kg9yXt2PqLzJXIDMOm2TSTJVi9LbVfcm1WRuHnctN6pOmhBMS1Qah8jC/9tg2/IyFXAtiJky36gcRG0mC7m+CvLGF+5n37wk1WZzLqdtwalMkyPoiJ6qCCgCo45AKBBkApoolWsO1WHWe6ZRzNRPxMuoI+u7oGzMywaFs/JZsy5y1dQwgYokGEvzZT3mWsSXxGz8FInIad3wBLN2ckNm7jkM32dmYvFeo2BCIonCrEmcRyQ5TC3nHOkvCbKIGAoiJjGpWjEimFjNSpJMfKPlS5KqyXeJ8LHEJlFgkWw8rzupjHaUb+R8Wo2YOdcYX00tioAiMH4RCFqCrHrGtfhB/nGkWF+iB9nNfEDN7oWy19XKh1q5MbTvd0eYL9bOqnUUitWb7JeyIy27zX1LJ1l/R8WTDOko5CQwxRBcMkFIGAqfpEwQ8N7TzpNzZGfba6+ismyrUaW5m5m5ytXEh/Ak09bw5PmU8C5ifTTgN+EcZ0rxK+78Qsh18KEsWW16H9fpdrIfZawiymdU3E8fevapk94tkiFMMtLIjru0UxYMYeEkESOpdhvg/PF7K2vLFQFFYKwQCBmCjADWMNNY5d5qLLym95wzVtgG6rquWhJQ3NgJj5vDOazBvPRH06rAEkcPzwAVuUbLqw8jekY4E9HcBMtZN5GoKhP1Nuf5jkN/4GLlYprezzctM3NlOL3IOBe7GDpj2/4qyT47Ei/8IBc9DvaJCxcqzIRIE78zhB8iQUazf8koprv6ARpdrVYRCCwCoUKQNVW2oPZoPdKKU5GaH7jn7XBHQ9Y4rhqGpXPtEmaJg/3AYVgSshCZS5KMz1VL7Chk4Bxu4/ucJ8ow245HuBmTjeip55iNIRFXyHdJqCJZhsPjium9lmPUzOHR2bJPxnmEAguuMzuN53UThRF1PsKwvp5rsgojXDCh/rlTSB5OoRr7BOfRXZzXJhOnS/tdb/qpS1qNIqAIjAICQUeQNTQ24WdUkFkW34jP2p5FWmEt4uZ8ig8xSn17FOND1sKHXB0VZlM/dxpUQlrxaWeIr4HSuctkYFKzt+w1xFh4wgx6slxnFGD9kWpnGxcfeSYP12a+mP8AUblXwZqx2ijK+iuSLMDN8E37od8jbvEd3N0+fQe/o3QXVWoemvZPHzCzZcv6x2i+fJQP8wp07H/HmG1GT11IknE5ki7+KCc2Nf0fhc+VXkIRmFAIhBJBVrm7CqXvVGD1xxcP+fk/ngZd5ioP5zzZRbemLIarvooLoXcQv/RSzjNnUD9TYSA78rLREkYflyEVXs/Jeanm919G4kWJSFh6JzdtBqdY882rXobJ+BTckTmXsc1MLsANKKP8toSbzJeO0j1ofOYPSDz3RoZvrkLbtnXcIEuGJZHqshQuhKgU16IIKALjE4FQIcg6qdhtrmolSdaAaecUBeVgyDO3022D4/g/GW7IRCrt0cwwXMU1VQrXR9ONamo8bDa0791Av+q1tKpZROLqit7ryK55xTBinF9EUCCCBY+IHxhB5G09zHP3UjRRx/mGCeAofrBS/CBEWqeHmaApbIBbPNscxo4HcBIrnWeC8obWRikCQ0QgKAmyn/z2bmSe90Fc887/h/zLLmQ2lSu7Mk727p3sADgr/kUjyW/0+oOEU3poqh8eN4kvxHmDe4hTcSbyYs4Ixu8kLFw8yc6k+hoE3cUAUwAAIABJREFUyjK5eGw80MKslD9nrPv5RslmMSoxEnKtpXBVvWxCOaMnf4IPWZpIVr2EiLzrEC6Lhh6mmLIgkXASb3sbEtZc328SAgnHbH3jKeNXFpE5qbeCjIsHZ005Gv99H3K+9JtBNN53SDfZJz8PlSgc9EX0QEVAERj3CIQSQSb+MBW7qjB9TRHiUoaeMXE8DaabO+myi25NnGFe+t3cbW988i6kf+Tb/c4zzpOl3MzZZjZa4pdcMqSuShZnV8MJerSId2gySS5aFJh5dmjFLNy4AeU49iAXLvXcOLqai5dFpyrpnrea//MQs4m9idiFSYid9wHu+M/htBo84UxD67UerQgoAqFCkMlI1jMZzLF3jmPxDXODemCNmqyem+2uBq7DcmlLU8W1SwUSL3i/yX7cb1K0YOkR10V1D30f1uw0JKy4kWvC4W2QdEcNGQKNeIgPtdgEeJkoTpLFedpPGFVzZN41iJpEXDRSJ1juAG2HIjBsBIKSIPvxb+5GwfkfwKVvfAXFn/wxX4A5gZC06lu89hq+cL/DF+3LTz2QhNF3VjxtPMOsVIIxhmPY4PjnRAnFrBGKiTsxT/iyYcZK5pSlDOmcLDQUVWNp5rvsUjhPkiTLvoQy3/ReffZ2tJJo20xpcCMSzu0d9ineK61vPY3o4jmGHAuLOH1nXxY2jU//Hlmf+9mA3RKyzXFsH+r/8QtjzOmqr2S7W7j7MsWErohXjWQ9i8igcWdyhvmdCd08NSl0EYuiMtCJYkC89YBQQ4ALeL5E8e6fMCHNoUSQtTfbmcmyEdYoK7JD1qi/6zPHUHwTcsLdctkdt0Tn8FnfhIZ//hYp7/2q8fZyHD+I5pce4OIoFgmrr6XtwHRDkrVtfoFE2neMN+ZgnvMyd7Uf2MD5zYqoHCbUGckmlJBkXp/vpxB8rhqGWJI0i5ryuVPKbwm59NKiwFW3lqGV9Ckz860WRUARGK8IhBJBVk0fsv2vHsF5n10xLobDy5BDs6nPsPcw6xK073yN0SkLTIKXYC2e1ga0H3qMftFz6WUpOI9A9HCWTqqYIFjvAG2XIjB8BIKSIPsRCbKF77kB5x77KXKvIPuf1v+LrZjwS5hlmDXemO/KQ8pZQTPGeEpcxXPMGkS7/7IQaa8wclwx8ZcU9mERfbwHzMv+CTjrN9O/bDk9VLK48HiX4JOHvYROhkVEG4JKFiWiLmv+z98RU7KcRCHj6Lmj018R75eOg1sQt/DCARczEqrirDoGJzO/SLYwr1NkxG5f2I34mUWx/dH0IaBJpQlt6eDESYWau6GKKrdWhniWUqbMcJiaYya7aOzcNUhYfoXPQ20QRQg/2aUxuzW9iDc5WUm3QUCoh4wBAkIsu+tOon3Hq/ycVlIxmm0+P9HTGAomBH8Ik8WhRJBJ+EtLbZvxIpu2undymDG4rQJ/SS54ZHPGQ6IJJK2sCbOYzasGTWsfNlm8YmfTIiBSQhmZ2YubIeJlKc91ec47Th6hGoyWBPSmOZt5s/H6PH4AjY/9kBs8KYhf/Nt+N72G1VlpP98FZG6VzSh7+aNUUn+QirFZcDftNHOJvA/0Z18wrOvpSYqAIjAmCIQSQSbJYMq2VGAKM1kmpI8sodfoDEaXJ2TTHrPussTOpu9WB5qeuRcp7/uGMfG3cLMkmErLhqe5cfI6YmdcRb+w84KpadoWRUARCHIEgo4gq6cHmRBkl11xLRa03o60Fd/my21R/zDSh0wMfJ3VrzDL46epdNpoTH+FIAsqcmyIN4Hs6LtbD5L0k1T2ue+GhRivtHr286SPDOOCu/XNpynpnWkW4mcix+TyEt7i5qJHzo+h0qxnCGff5plrkCCLzJlsFARnLUZuzJ16SZ9MQ2TJUiZZXmRR4uHvzHXrT9APZjUXLbMGREIWUm2b/m0Ml6U/ojow9bHIoszNvhvirEeRBZs1UQjH3uSgpGeOmbWSioWiAUlBUx0JDuOv0+Uj1/sifTP3dKmD+tmQkoWklomDgIRmO48fopH4FuMTGEbiuNPRbgjlTg/DymqOm89w3KILmV6cREMIEmWhRJDJndt0ogWH3zqGJTfOmxg3Mq0FJPFNJzN7ebhJI9mhXVVMgsMFj2TwMglejGqLvitCRvFZSckZPVrqTVKYltefRPKlHyeBdnqiGfNo5XNVVMy2bWKJkISYqTefdQ4aFujy/HYzeQ8zXFtotOyofJrzx0FEF91kQkjZmWFVqycpAopAcCAQSgSZg5kTG443we3yoGBuTnAAPIhWSGKXTmejsbFxN+zhNHCB2Thp+NfdfMefbTJFWpMYFTPG7zmy9qh75HtceyzmOuBizV48iLHVQxQBReBdBIKSIPu/X9+N9199GWZ67kfSvFuMl1j/heRMB42Fj/4VkYz77mT2SSuzXJ3JEH88Dby82MuLvmRXCY/NPxUqKhm6ZKHRQTNlE+6YnMmMYDSTprLrrEXIteZaNDx1DzJuor/MWXZ6HOUHaPC/GcmXfNQvkNkoxQ5nKmSzw8QwnbMVJ8kEO5VuQsxJ/wzpRmLMLLJIvnnaGuWn3lWQdAgnGXFan5i508J6rIlpXPARw7NM2LKA8zRJmmcurtjWvkX+Jth3k2dyvKjlOqme61m4hDQkXhgz/SSsuJKZ1wrPuhA0fjokU1q5wBTVkSHoBlHCIiJM+OvZxlFIGSEJw6xybwRGWt6zqda0HESQuLXIYnoQxXF8P7PAVvuyrvqhhEVG8T4joRveD0EphC0VmJ0OhmX1LUxbbolLPKMxuSjDOjnWMt69cRRyuIPErYOL8BKTBTCSZKwox7oJaA/JXVHayMuaqC0dZXsY7sWX4R4eg0Ptelh0rPGAksy0pxVRsTXWGqPZvh8TOdacy776m8T1UnW1t/wE4tJzMLOkZKhdGvXj7733Xtx4441ITU3t99riQ7brhf04/3MrYBlnae2HDabZIOjwGRQ3H2BYyvlG7Sz3krtxC+/vI3wmF/kMm6nUkizOERnnGnWxo2wv2vduZAjmNVQ/n35/y0aHo2IPiTYbN16Y5VnmtEAW+Rww8Y6YTFsTZ3LzJDGQV9O6FQFFYBQQCCWCTJTKbXU2lG+vxOxLSOCPp8KIGNko8XZUc11BE3sKFcCwS2tyIT0md5r3dgm/jGJ2x9F49+wPOhcjWjr2/J7tuILvZUtG9M41noZG26oIKAL+QcBvBFknX6Lf2VcNu6sTaxbIy28nGurr8OgTzyI6PBXv//AViImO4EPVjrWvHUPhpDRMn5pxWi9EQXbbr36HT180H8WZpYib8kEuXDPP2NtOZ5Px9pIUvRGpS0zoYn9+Zf6Ba3RrMZk1bRUkbKjkihcVlG/hL2mLO/ZuMovk2HlcoAyyiIKs+k/fQe5/3XXGDGSihrEf3sH6NyD1ui8NsuazHyZhoc7Kw4akEpLsbKWVvjbmuNzJA5JpAzVOCDWZJN11JxiSOoULJfF1O50oMuRYcx0XgdWGaOyXIOPffQSZ76qGICM51skXgZ7FEGQkfSwkIqz0g7OmZHHBmMvx6/Jp63GwkCb2Y1w0ktBxHmMG1ZYGLkYHSRaxnUI6np0gCydBSBJtIPJ0ICAH+XeDGxemkvo63GRL7Z+UE+zsh7eTMKIqz+nolQxikJfq9zDx3jN+eP0RZHwZ9dBbqZPX61skNEwITRmz/oqE/Mo4y3j3JcikPvE5imPGPEvsmRfhci86GY7mKN9v0oOPhCCT0OYwQwj3Q4qzraIANfdRHx5Z+mbCo5mi3f8EmRd7SisQl5YVEgSZhL8cWH8E864oQWxy/xmIR3KvBvO5kiFaMne5W/Ybn6+I1GW+Z56rkc/kTBKsBfy5lQujPT6T/NwrjZ+Ybcd6Pu+y+Tc7MzfnG1Vv9+fFXrqbyuCHqKLMQ8x0/8wrwYyhtk0RUAT8j0AoEWSCTkt1G3Y+vw/nfGKp/8EajRpNFE+ZUe7y5YsbzBv4jpXCeSKfG5JtRn0cNYkbZqOsJpON56YX76Nfcj1ipzPxWeL00UBDr6EIKAIhhIBfCDKX04lt297GX54/jNzCGfjuJ1fA2VKFPZuew13razEdbci9/GZctzgfzftewAvbw7Bo2SIsmn26rLiugQTZL+/ENxaEI2fNBYjMpH9P+JkXKJJe19NygItsF9O4zw+5MArJHiP+MOEJ0+kNI344Z1cCiWGxSKDDGGpqwkzDqDKhWiWMX96OdjS/+iiVYR87I7EiYYyiUBMPmrgF5/vlVhciqO3tF42fTcxM32Kr38JJrfGlvyGe143IOpNqcGhNMn5qlUe42KtjWM9CEjcMAeoxWQshKH11NxFjKmuE3PFXEfLLECjEVBaLxjeOZJW5JtVMQkQKKSOkjhCHZwuR9VebAlmPl3110mdIVHYyfkLg9X0xEiwcx3bzM9vI7LRLfMdMFIVOIMEf47pHI8TS1dGMI5WNaHTGYOWsLKNsam88iQeffBmpmdNw0fmLkZwYC3tDOQ5WdCCO6tqpk/oPER9IQdbRYkcVTZTjkmOROVWSqEy84jz5ok+BxQyRFmaDDrP0Vix6nQzFr32LNgB5/HuB2ZySz7VblLgSok81pRj6S7Ef2UFT/4foPVbAOeBrEw9M7bEioAiMGIFQI8iaq1qx7ak9WP3xJYiIHt8h4JLZ0dO0l5t3WcZL2dMqdiu+SIfoItq6jOJ7nryLNjzzI8QvXEOPzOWqIB7xJ08rUAQmHgJ+Ich2bN2Cdev/jbX7PFi24jJ871Mr0HhoIzY9/iOEfeafuMD+HC78QwL+/oV5eOufd2LWRTegZPZi9GcnLwTZ//7iDnwrfw9yPnYHH66iHgt8eFgwD73ZlaEBcXgyM3FJdsszFC+TAIh/jBRLpITf0QOJi8hODxMDeKmcscRTCRNu7GMiMrjg6UdZJEb7ssCRULlwqmr8VWy73jCm/tFFs31+Nv0UuXY7M3XGzlpulFf+KkLKtO/ZYK4bM2WeL5ROEhyQqJKwUwnzE1WNeK75vVDRY9v+KiXn7Ygqnt3l40N5OlUW7Xs2IvXKT49ITeT39o6wQqNAPLjN4Cs+ecbDrouQFNm9GHULARu/9FITFjvaO4sj7J6efqZnD+/znTt3Ijo6GjNnzvQzTjR4Zxbd7e+8hX+/XYGEwmX45vvmw97WgB0v/g0P7nYgix5aS676AFbMKsDxLc/hYH0kps5Zhvn9qJSlcQMRZF43MwMz/KXmSD2N+ov83J/QqU42Y9xMcy/KMi+zSFrp/8mJA7ata43KNko2Bfjc9zRLApdKbgSIqpYbWVoUAUVAERgiAqNFkLntbSg/WYfylkicPz/Xly3XVouHnvoPIuNyce7qRcjKSIKj+SRKK5rhiUrDnDPMNQ8//DBWrlyJoqLT5xEbTe7F63ISr5GcR+uDUVZaDRH+QR0uPpUeURczusfTSuV+i5sbxFk+n+RhmPgbCw5R+Q8Wm66EMB2H/oD4RV/gfKPqsUENnB6kCCgCvRDwC0H24AN/RWGxBTuqU9HYko7vkiBrKt2BzU/dBdt7f4xzHS/hy49n4ZbljVh7LBWXrJqN2UWpsDJEKNzSm/yqJUH2rZ/8Bt/JfR5RV/8JiE03PjFRUVGDf0CG4CCbcBemWbYmzyGxdTrBJJ4w7sat9JyaQ5VUHhEIM6bLHoZoetuZTdJGHySq7aIn3Yymlx4wKjIhhfqWjkNb4TpxBAlrrqFfE0O1GNZprmchnSlKNDAsrts/yUxYgyMvJSumeHNF0J9JyLf+SuuGZxFBJZUoDwbrYzXYoRYVW8vrTzB0cxqNRGcYsszTXM8ED2WcvFNMFrZAFnd9FU2jD5nwWHlJEH+GiHQZp9As4kckSrIoKkiEJPPaqRyrOMh76zDil195xnDG0EQjNHvl4YtrfX09LagYbkyCrLS0FOnp6SjxsweZ19WB3Tu24uWXn8fOqjDMPedGEmTz0HCiFH/7wZew4pfPwbLuN3i2fRluWJiBvVs2IH/6bCxftgyRZ4B+IIJMTpPFy+4XD2D5BxeE5gD6rVcMLCdR5qp53WzKhNPzyxKZws87n3f05evk5oC7+QgVo4UkzS8e9Jzht+ZpRYqAIhASCIwGQeak1+jene/gubf2wZG6FLcx/NHDDc3dz/8RD+2yI9blwsKLrsKKBTPQdOA1em+2IGvGKqzsJyJGQD8bQeZ2eiDh/OJFVrgonzalg3ufHg+D6Wk7zA37ar7zchOF/YvImGysTiyRg7As6Ery5SgTH0mXsbeIZHSHNT3Xt8FNGw2JiumvCKHW8ORvuCHtQEzJx7geKhgPcGkbFQFFIMgQ8AtB5utTKe5+fA/qm30EWRiznJyo2InbN0TjA97H0Xz+Ldjym+/gmve/DzH5JbC1OJGSmoz07HT0tNSuqW/ELbf9FN9f9Bq2h38czrAEnHvuucjLYxjHKEp0g2ycjHmyJCTopFLCGk/jyx6Tg/iwOavXcQJa3eXXdvok6245SHXWzxi+eCcqf/Jx+pDdTUVabw848VqybVsL8YtJufy9cJ7gwjM6h0SaTEpivNxdb09zo04faUZDeP7TFYbD4+T/JrwzzHiniSGpbes6o1oz2fz6FFEeNT77JySde8Np7fLnWDT++8+cNJcZM3dndTlJqhwScv0Tdv68bndd4o0w6J2wQDRgFOts3/2myXAq2UvFB85ZVYrEVVfxthicif8oNtV/lxKjc1FrkjCQrHlCGIzEb8x/DfN/TTabDWvXrkVLC7PV8r6W5/P8+fMxZw7DKfxYXLYGPLf2daNAclGpdNw9zRBkjVVl+MdPvo+Z374b1td+j01Yjsmeg+iILcLsOXNRUsBEH+LV12cTRpr2u9/9DhdddBGSkuhZx5KYmIi4OIal99ilbqlpw4a/b8UlX1vDIQydhYsfh+a0quxH/szn91yTWMcY43da0b7rTaplH0fc4mLEltwSyMtr3YqAIhBCCMgmTG1trdmAkbJ161ZMmTLF75sw3ZB56ZF8cO9usxmzpbQFk5a8nwTZEtiZbOfuL1yNpT96EtG7H8faxik4Z1YeGo7uQAQ9RS/kXNJfRIzUezaCTP7uaHcyIcwBLLyGyUus/ZM+43VIxZ/MRLbYmOn7RA3ftWkVI568kihIkgz1VYXxPUIiPsQT2NVwkp6tYlNChV5TK6JnLjc2JZK0S6IRwmMSTKSJSVgk6w1ZHwqxxqRXNX/6FFKv/zqvJxY9Ify+OV5vDG23IjAOEAgcQdaz81w0Nhx7Et/dVIi5W3+Eoqu+hJPrNyKjcBKWfehjyOphbSIhlt/71e34v/MPInXNHSRmJqb/S3/3jqeN3mDMFmNNKukiwnw7946yRxm6cpUvQcEZFF3iY+aqWsvjrkf9P36FlOu+6DM071Fk0hEzfW97IyILc7n7f8gYMEsxoTStR/i7A/C2HKKarYWTVDUns1qSAAmcrJi5zxLNOrlbwxCbMCHWmDjBIgRBODPnRSYxM+Y2s5COLaEnQE8jdf7OxbDO9i1rqS66jCbQ9E5jlpxeJuO91GpCunW9SJwiCvssYE9NvKcvbBufv89kXotbcnFgwirHwQd/tJrYsW8TbDtfNzgnrLqmf2P50WpMQK/Dz6KEMzOzk6d5H8OUJewsAxGZ55IooCl+uGiZQpdkGQ0PspaqnXh+w8Eugmw+nO3NOLzpKbziXIaUfY+iiLv6b6zbgGUlkzFlxnTYPVbE8+U5KztNKPxe5Uc/+hGys7ONMlnK4sWLMX061Y49nkuttW3Y+Mh2rPnkUkTFRU4YYnukHxM3lQPetjKGVqaaLMyyQPHYRMVcxufApSOtXs9XBBSBCYCAvCva7XY888wzcNLnWEpraytWr16NefPmBQQBV3sTXnljI2qrDiMlPQMbayYbgszB3//5G5/B9G/+FlF7n8F2+1RkepnUKToFBTMWYfEUbvT3ExEjjXzggQcwa9Ys5OYyVJNFNmJkQ6Z7M0b8Ll//89u48IsrYY0a3z5k/Q2KrBM8bUe5XmC249JKRpDMNF7AkrhIogssXIcY/12+P3mYqEoiTdz0FvVSZBE7bznfqzq4jkjkkoBZM0kmduzfzXXKMQoCChiJsZDnJ5NE6/Al2GKiJHcDN2NrHqEY4BauQU5PBBeQG0crVQQUgXGPgIvqYNmQ6S4bNmzAokWLUFw8NBFNGCevPjnS+ijIekDlYZa3/z3/Onzlb3fhnv/9Aa765CeRbdmHza05SJt/Hc7roYCtYxbL7/3mTvzkhnQkzf4oH5z+88Ea96MnGRIbt9MY+Q1ETf08wpiYwH70fsb23wQLF+FnXYBz8hGPGFGzOKuqmPyg0HiC9dzBcXFikkyN1pQkEl81VFlxcWPpGaTUncKxe+h73gL9E1SdHhd9p/5pQkO99iSTVTKCuz7iT9VdOnl/tLz+JGJmraSiK5fH/wMe9lMyqJkSxsUpCTZLJA3dSTJ0koALj/a9bIhSgX/wKde6VGzyPYzqHfOd5Fxfc2ljwmbqHXyI6Pi/d8aoB+YxIV/EerAeEmPU1JFcVsKZXdXrGVJQgch0vuhSRePhzqmrnqGmJJcjc4XAFsP40CTJxoIg6zVe/ExvpQJ1W+RcnHjjKcxdMhcNtV4SM27c+OVPIqWnTJknDibE0mFzomz7CSTnJCC9MDWkwl9Gcq8P5txOjofj+ONm0WNldmm57a0JEsYemvf/YDDRYxQBRWBkCIxGiKW0sK3uAF7bvL2LIFvKx5gDR954CK86FyPm0EsoXLYC23ccQnFaEhYsmge7NxJRJHly87N6RcRIXXfddZfZeImP961lxKNz4UImjOrajOlotmPdPW/hgi+uQkxCaFrJGLuXtiN8FyLZFTOJkSpvGQ/emJkrEV1M2xgmqzJZ3Q9zE93exM3rFVSKVfJV3cW1wuVcN7zDBFBP8H2/iBmSV/JdSryYuRYggWovPcC6Nhv1WAxVZo7j9EKd5kHszC90iQZGds/p2YqAIhD6CMgaprm5Gc8999ypzsr/L730UkydOjQLpkETZGIu37LnfjzSfB0+sDQNT3zt01j4oU8hyrYXlZG5yFtxPWYxEqO71Dc24id3/gY/+vqXEBVP9v8MceahP1xn6KGkVW49DMeJZ032sMjcK0iOEcCBcBKTUUcDfWGepOz4vWjfu4lm+Ct9WQS7im0HF/iUksfNLTF+ZlGTPuAHmDtJyK3jLk8BSa1CY8Lv7WhFwvIrTtXdyTC8hqd/j5QrxLDeRvXNTjMRWmK6jfqFXBENSPfiSv7vW/FK+Kb82mOv5S4S/W7os9bJ7GqdzKhjCDYSZVEF7+1D9PXTLYauSsZQ+5H7WIfNdwB918KZkacb2zAasVqsfMnpqU4TdVx09y4Vg01jJfsmFW5UTcjvByPvlsWku4VeC/SRC6MKz4Qm9SImBx4G6WunEKB8ATGkIEPRzA6l4NMn+1y/tZlju4jFXgeQ3KLpqrTRFFFJ8R40Cj5pYw/SS65riZR7cXC7oBI23OnuYKV9uHa5jhBrVBFKdlr/FY6LYNF17/ij3k620VX1H0OCRWSdzzHP8t1rch1pP7Ez6s06vsBxfETpKdllOz2yIy59FDzdvTA4hW0gyASDK6/Jr2EX8SXsc3/K5LJr7yHEcDd35sxZw676bCf2VZD1PNbNl+lffvcB3PDB1Xjh1V2YOWcekrzHcOBEIxZc/VXMk1wvPcpgCDIJC3e0OVC5pxpFS/n8CrHwl4AMUs9KjY9MOZNyvGieSzEzNHtlwDHXCygCIYzAWBFkvSH1Yvd/HsZWZw6O79iMyXnxfI8uxPFtB/Hx/70F6X1efwYKsXR1uHDw9aPMlky/ZWZdDtV5RqwnxOrFWfYIInIvN+/4YXyfdpQfRstrXJfkTkb8kjXcSD9oNhpjpnyq3/d2Uem7ql+lUOBN7rrEc1Od65jE6ebd2QgA6vYhKmsh6xavM92QCeHHgXZNEQgoAn4MsazAwy8dRlNbCj5/w/xTj6X25kb86Tu34Mbb7kRWShwajx3CI089i0P1Vlxy6cW4eFUJonrEv7Q21uDxu7+Jj976R4SL7FbLaQgICSQKrzASOBLGNVhljoceZrYtX2cY459Qfff/IO0DtxhDfClibNm66TmGxnD3ZnGJ8TSLm/X//IK+p43hNZzwLDTLdFbUcSepEXELL2T7LSbTmauukj41bxj/MWftK3zZmMwvTp5D8A4wJINZ9Auh4/uZbgbchaJkmwkOJLSn76L+VOd4vBBU4pdgTWKmyR6KpzDxUesuxletZ7CWTL7iu9bjjaiLODDhsNwxsyaWmL70T8qwhZSRmxDZ7Pf4dsUsQvgJ+TfUid1HKBl1nLRRSCohRUnKeB2NA48jiShDKjIRRK9CosfcY1TtSRECTEJ5heCRxBA+csdXvAzJlRcV8+LTdXz/F2a/GaLrqHjaF4JrCLU+/RX1H0N3w2j2PXQsztRduR/q2MfWgfEYzBGGU6QPRuIMQ4hZIhiy3B8ZyXvRK7gym6yridmdWg+S/GVIMu8tE34ZQZJakmB0F/Eb5Ofb3Mf+LoIrCVhzzSHfY2aUTRhpJ0Ore/KaQqDuK3MiLr0E02f614OsG4KzEWQbH/sZ6gvfh+UlSXjs7gdQXDILUd5mnGhoxar3fxpFvM16lsEQZHK8s92FLU/swlJ6noVi+Iu/b6/T6hOSmPOV3CzGj0+LIqAIKALDRCAYCDKPswp/+PmjWLZyOvYdYzRGXAZmF4Zh86aNmPOB27CMdr09y0AEmQTjOBk6eHzHSWPUHxE9uA3GYUI4xqfJeyq/uLHqPPkyQyWf4eY5VWFpqxiCf4y/7+RG40XcmB5IHNFVj8ws3ISUsH5n5bOGNLNEZyNh8W91vhnjkdbLKwLjHQE/EmQOVDd0wE3fl7yMd8MiPYzpPLb/AIpn0TeLkmJZSJUdK0Oby4rsrAykJ/U2UGyua8B9P/wFvvKL/4M1IpQnihHeOoYIGVqIoKSF3ekOAAAgAElEQVRdth/+PWXI30Dt335KxdanGMefbxoiWWIky6BMNpHZifz/SX6/aISN9J0uO0dO+p+JugbONEOIWdPzWX+huW7b1rWInjLftMVx/FF+P8fnZTasBXzvJhsFD0Pd3CQlIrOElOuT104UQI07jMonImVBl7fbyLvd6bYZEshdt9GEh1pT6JVgyJ4uTEiCuJv3sv/EImE6XxIKuwjBoRJjZ2ur+GJRgUUM+hNp9T5TzOV5XF9SxijFRPbfFaNGAsj4aYkZvSx8u5VlMs4kTtytB9jfdG7ssT+itutbiLeX2VFd9W8bYsm3aO6nz3Jvy7UYXuu/InhIH/2kSjMfP/peRNL7byAFp++DYPre6W7tGuuu5BYSItzDJYu6G5JpvbH1GwYjxpUYChEtiQh6CP+87NuuvUcRE59GBVmJ35rbs6K22gN4fccxVHmK8MlLSUp2YQoSu3+480Fc/qGbkJebSsXXJrxAU/8TziSsPvdCnLd0OiL7mJANliATBdkLv34Nl33zPETF+vNeDAhEWqkioAgoAiGLQDAQZFufuxtVKWswryQPbzz+pLE3mVyUip1bt2HNZ/4b0/q89gxEkMlgedwebH50BxZePRvRDLOcCKVnMiMvjfhFOS/vyrLxP6j3qXffpn1qfar45f1O3lVNFIYf1g8TYRy0j4qAItA/An4kyPwDcSOzWN75w9/h81/7ItKZhcwSHlpZXfyD0vBqMTstNBC3UtHUcXAPQw9plplAJYnIksWcn15g1iQa5Ie1+wz2exA6w7viu2c5a14zoaCW6CmUVB8wZpzxSy9huGgjml95xIRXeh3VbN9uRKQt8amW/FUkLJW7U27bcfpDMcNqt/RayDGaqUtoZjj9ccJjfWSh/wqpDqrnhCyTLyGWLCTDJJRSwkitJORE6SaKK3+G/fmv/UOvSTKtSliVKMjCGW4qLzzdRcg6Y9jKsQiPkUxGhSHT76EjFVpnjIYHmcfVjqZWO5yIRk4qn1Om+EKAy8tqkJ2XjcjICLgdbTh5shod9IXJyMxESvzpC45BE2T0IfvPnW/ivM8uQ1yy+Bn6k8AOrXtAe6MIKAKKQCARGC2CrL2xFG/v3I+djQX4ynU9FNGMSHjwL49hyYXvwZSphag7sh1r163HgbowLF59Ea44d+5pmzGDIshcHrzwy/U4/3MrEHdqbgskkkFWt2zMdluCBFnTtDmKgCIwMREIPoKsoRG3//JOXDjtUix//0KTPUyLnxAwIXctcJGsCo9bTFVXJaKYNlkyybRu/Dd3XSKp5Mo0oYZReVf76aK+atwMN+y01xvizVXTzJTPR+k3cAkl0cfhOLITiQyvdJx4nm1heKUJ0fNzamYhw6jYIktmEgZIyKBkGux0tvCaxV3kWGAWv+K15SOOKrqIMvEZS0BE8vyuxAJ+hXrMK/Pa2Vf2VxIlCBEm2exMWHBX1lMhXiWMVkvoIDAaBJk/0RosQeZ2uLF33WHklpBoy08OWX8Yf2KrdSkCioAiEAgERosg87jtaG2zMdIlCvk9ImJkM6ayshapaWmIiWV2Xmc7ampq0NzRibSsHGQknv7eOiiCzO3FG/dtxtwrZjIpDDeSVRgQiNtH61QEFAFFYNAIBB9BRpP+O5jFcpZnMa669SLE9AnBHHTP9MB+EZCkCbbttyKm5LtofOYBJKy6hsbhU5lF8l9UjJEgm5ZqkgBET/6EXxGU60pYnYXEV6cnh/4DRxGelE6CrIJKthmIYLil/ehfSMxdQ5WZL0ONv4sYqnsad6JTwgXFIJ5fxu+M3miD9XEbSZs8HSfo03WUhFGGz7cqhIuErHo7qk0PhQwUCbxkMrJQUWaUY1pCCoFQJcjEqL+1zobGiibkzsqiP0wPT8KQGkHtjCKgCCgCwY3AaBFk/kRhMASZzDNl27hhHR9pMiaHtg+ZP9HVuhQBRUARCAwCQUmQ/e6O32FN7sVY8cFFEyYePzDDe3qtEmZp2/5txM7+NuoevgOJ591IU8xJNIrfx3A4K8P+mDpZsu1lXeD3JrnoxyU+TJa4WQzpLGXGyB3mGimXfox81UkSaJsRlU2fMDE7D1CRMD93025j1h6eRAN9KpyG5ncQoIaFYLXiKyFeduK5RddVkmNpJCPFwdb/5GcIwjeuuhSqBJkZBEZxbnt6N0ounKbz0bi6K7WxioAiEEoIhCpBJnOMnX6Xx3eeRP7cbMT0o0QLpXHUvigCioAiEOwIBCVBdvddd+Oj134CCSnxSMxiCuWILoPwYEdzPLSPSh5nzevG/8q2/S1EF88jOdVmwivD4wRn+o/RTN8Yj/u5SJillx4O4vXlrm9F6xtPMd3zFCSdczXDK1/0ZUCU7JV9jfT93A5RjpGx4XWoBjGJDrQECgGTrIAeb8Z/zZ++coFqsNY7LARCmSCTLGMv/eZ1k8mypz+M+JGFWy0mHEa9yYZ12+hJioAioAgMGoGQJci6ENj48DbMumgaEjP7SXA0aJT0QEVAEVAEFIGRIhCcBNnd9+Arn/sKDq4vRckFUyemaeVIR/aM53eaUDcJ9ev0JFMtBth2vMowx+kMc4zg/1uZXVLUY/4njkyYZeN2Y0wfZpnCjJrbSdDNZkbLLHQc+TNiJn9SUzMHbNy1YkUgcAiENkEGvPanTShYkMtMlu+GWEq2eikxzDqWlJMAKxW4WhQBRUARUAQCg0CoE2T/ufMNLLx2NlILkrl36/938MCMitaqCCgCikDoIRCUBNk999yDb97yTfz7J6/ivJuX0xw5cCF3oTekA/dI0it37P81InPfh7Z3NqFjz1uIX3ElIvOZKplqn+jijw5cyTCPcDVs4TUaGMJ5oS+DoXhT2WvhOPkCogs/YLIfalEEFIHxhUAoE2QyEuJDVnesAR5mG+su9laGqze0m0QyeXOyuOufoEllxtdtq61VBBSBcYRAqBNkGx/ahuJlBUgrTIFVI2fG0Z2pTVUEFIFQQyBoCbJbb70VWx7bjdkXT0N8elyo4T7m/Wl9+wuImflN1P7tLoZbZiJxzdUMraRXFAmriIzVAWufmwkAvI5aWBNmMOSO2Q0ZguesfpV+YFSSxYlZvobTBgx8rVgRCBACoU6QnQ22ppMtOLGn2sxTmVPTEB0fFSCUtVpFQBFQBCYuAqFOkFUdrIWXGS1TJyXrPDJxb3PtuSKgCAQBAkFNkDWWN5usLnEpsepD5uebxVHxNCIyz0HbxnUMr5wJazYzR5Ics0Slk6MK3AKv090Bd/Ne+lLVIyrnEqNYs5c9gpipN5Mc0xAlPw+zVqcIjAoCE5kgE4DdDjfqyxtxcn8tZnFTR7KQaYjMqNx6ehFFQBGYIAiEOkEmw3hkYzkyp6QiIUN9yCbIba3dVAQUgSBEIKgJMqfNhf3rj2Ly0gIk5yQGIXzjt0nejmp00oAsDHEIi4qHq+5N+oJZu9RjgfQ+6GQWyT3w2I4hMudSX/bK2tcRU/ghzSY5fm8nbfkER2CiE2Qy/GLm72DY5Rt/fQdLPzDPLHAsNPLXoggoAoqAIjByBCYCQbbx4e2YzDDLzClpIwdMa1AEFAFFQBEYFgJBTZBZwix46fbXseCqWcienjGsDupJ/SMgSi7H8cepIlsDS2wBHGUPG/+vqIIbAg6Zx1YGT9sxXjePyQJKfdkr4ybxurqYDDj4egFFIAAIKEHmA1VIMnuLAzv+vQ+Fi/KRUUQvmShVxgbgltMqFQFFYIIhMBEIsrV3volp5xQhb26OyZKsRRFQBBQBRWD0EQhqgsxqtWLb03tQvCQfyblq1O/X26PTC9vu/0PUpPeSnJoMd8NWk0HSmrrQr5fpr7JOdxvcrUfgadrNP3sRVfhBqtfezQ4X8AboBRQBRcCvCChB1hvOtnobTuytQUxSNDImp6qfjF/vNq1MEVAEJiICE4Ega2/swIHXj8ISbkHBvByk5CXx/Vg3jyfi/a59VgQUgbFDIOgJMjGtlGwuiVkJiIxVEsWft4q97B+ISF/pq9Lrpkl/BsIiEvx5if7rIjnnbj0IZ+W/ER4/maq16wJ/Tb2CIqAIBAwBJchOh1YyXDZVtcDj9CC1IAXxabEBw18rVgQUAUUg1BGYCASZqJA7mu1wtDlQc6SemZO9yJ2dhaTsBPW1DPUbXPunCCgCQYNA0BNk7Zwojm4oQ/aMDKQXpwYNcKHQEA9VXKDvmLtxG1VkRcxmuWDUuuW1V/O6u2CJL2ZGyymjdl29kCKgCPgfASXI+se0o8UOUZNJ2KVs8sgiR4sioAgoAorA0BGYCARZNyqSzbK9qQOtdTYzh0jSl4L5uYiKixw6cHqGIqAIKAJdCHj4bHE73YiMjjirOlXIeiHoXXb6lVPFGhUTSSumiaNmDXqCTAZy00PbMGlhLvIZk6/Ffwh0umxw1r4Gd/3biMw6j35k5/mv8oFq8johPmiIYJIAzV45EFr6d0UgqBFQguzMw+Oyu9FS3WoWO/FpcUjJV7uAoL6ZtXGKgCIQlAhMJIKsewBkcWpr8BFlznYX10HZSpIF5d2pjVIEAocAuSqTLd3j4hd5EXmv7PR2wuvxmueCFGeHy/zf/J7H+P4uJJcH3q7fyc9CcklknsvhYfRYJywRFiaUspjfk4c353TKeW4PNTQWQ6TJO74QZjGJ0Uhi0sTEzHhExgRPVJ/0y81oDWmzRG3Il2BmpxJXipt/l99F0BNY+iQlnBjI/6XP/ZXXNr6GeYvmoai4cEgDG0ageGn/l8bGRtxzzz249dZbIR5kUna/eAAZzOiSOSX9jB3xf0tCv8ZOhlW27/8NnaXdiMq/Btak2aHfae2hIqAI+B0BJcjODqlM3k0nWqgEaDe+ZJKVWS0D/H4baoWKgCIQwghMRIKsezgdbU7UljbA1eFE3pxsLk6pJJs4Yo4Qvqu1a6GCgI/AIlFD1ZUotDpJUjm7iCxnO0UhZE2EuJIfPF1E1rukhlAqYacSc4hyizTVKaJKyC7xJZTEHaLmEpJHvouy1BoZforwMX6FrEqONwRZF4lm/i+kF69rEYIs0mqUYd31mrrkXDm9+1weKyRSN0EmbQ/ntYScc5GMk/ZEUtEqbRJySooQdEK6dZcwHtPtoSjtlC9D8PF8+W7IOJJvXrfprSHhpJ1nopjCrexrj+eeIQJ5jmSMl/bI9aR/3SSY9FMIMPmb/F6uKf3rbqv8/0xl2/4tWLRqIYomBzFBJnH4ArAwliov9u+jpOPIn4xJf0T6Mpr0x/u3cq1NEVAEJgQCSpANPMzyItBY0YSGymbEJEQhmjtxyQy51CyXA2OnRygCioAiMJEJMhl9UYic3FdjFpS5s7IQQQWHLJC1KAKKwNghIKRYQ0UzlZ7thtwBBUq+jyWJGpNgQ8gn3/+NwouETrfSq1ereZLJXMsqDJHTRRZ5PVRDkceJiLGa90VRf8lnv5sIio6LMtVExQtZ1ZtA8jcqQkiJt25LVZvpgyHn2G7fc8inWOtJbkn/fQRZmO/3Ph7QFKnLKNN4jpxnzu8i5/ojyOQ0C/vX85HXjZPBJNpKQk8wIhEnyjBeVxRvcp7Bjb83xBzJRylCYjoNSdg/Sm+98ybmLwlyBZn4uJRtqTCZLMWLTIv/EPDYymGJZJacCA378R+qWpMiMLEQUIJskOPNdwAJlak6WGMm6aScBJPhUjZ/ZKdOiyKgCCgCikD/CEx0gsy3qPOY9ZCEN2VOSzdKZCXJ9BOjCIwNAkKKtdS2wcboAKPGIoEjYXuRcRHmnU42Q8MYvhibTKImBLPRStiiEGVC2A1UhOCXcFAh1aKJS7CXoPcgEwCFWdz40FakF6Zg+rmTgx1TbZ8ioAgoAhMKASXIhjjcJMraWzpwdNNx45mQRzVAXEqs2QEUKbgWRUARUAQUgd4IKEHmw0MW4gfWH2Xil3ikcV2kJJl+UhSB0UVAPoPN9JZtrmqFiHiyp2cgiYmYQpEEG11kg+dq44IgE7gOrD+C+PQ45M3ODh70tCWKgCKgCCgCRia9c+dOREdHY+bMmUGPyL333osbb7wRqaljnBmZRJnL6cLOf+83BNmkBbnGo0wVAUF/C2kDFQFFYJQRUIKsN+D71h02fpaphckmw5x6ko3yDamXC1kEzuSFJVGCoppqb+5Axe4qpOYnI6M4VT1lQ/BOGDcEWcPxJrNrkpARxxtR0xyH4L2oXVIEFIFxioASZCMfuKOby0mSxTDLZXJQZQcaec+0BkVAEVAERo6AEmSnY7j3P4eQnJfIRXqa8eDRogiEAgKGoOo2exdze27CmmJ+7vKykv+KZ1UAcgZK2KCDxvpChvUsEtEm4ZQ1pfWYc8kMxMqGZgiGTobCPTTSPowbgsze6kD59hMmblV22bUoAoqAIqAIBAcCSpCNfBzkhWzXCwdovpxJO4FUfekaOaRagyKgCIQQAkqQ9T+Yu186aPwsJVRfQ/RD6IYfp105pb7qIrTO2g2ft/tp6kcxU+9otptT5d1IvFtNdSTE2hs7TLZIMVe3tzlMZleTl/Dd5IlDQq6bYPPxbEK4+bIeisF7RHRvb63wCAuSmFypYH6OKv2HhPL4O3jcEGTyAdn2rz2IoCHlvMuDP4Rn/N0K2mJFQBFQBIaHgBJkw8Ot71myEXTozVJkTklHFg2YtSgCioAioAj4EFCCrP87QdZH+185YsLzi5cW6O2iCIwpAo3M1F1KRXybGNefoSWn82Ld2Vg7TaRwBEOG5X6WImRVfHqsIdHEfiI+NdYY4Es2wyiKZkYcVdZN0PVsrFxLLt5Pklhpg6rGxvQWG5WL+4Uge3vdk3j51TdRVh2GhasvwLXvuxw5kXZUnzyCe57dj/lh5Zj9/i+iWKSIraV4bosTU4uzMbv49MyJjY2NuOeee3DrrbfCau0tF971/H6TqrPkwqmjAo5eRBFQBBQBRWBgBJQgGxijQR3BFzQxfq0+UEtFQCKypitJNijc9CBFQBEIeQSUIDvzEIvi5hizW8riferqopC/F7SDwYWAqLA6muzY9+oRRMdFIodqRlFgCYk1nNKLhGIdlu4wRvMzExl11StElXq2DgdhPWcgBEZMkDUfegkPvXQAzrB4pEfZUF7jROqUlfjwOSnYsfZ+bM1/P871vIH7T6zCt66djQPP3AFb1krMW7wUuak+drhnORtBVvrOccMaT5qvIZYDDaz+XRFQBBSB0UIgkASZx2nDpvUvYu36N1HdEom5i8/Bez94JVLC2lF1aDP+ua0VafY6rLrqOhRkpqDp8GYcaoxAev40zMiL7xeCoDHp76d1ogaoL2/i7qvNZEVKLUgerWHU6ygCioAiELQIKEF29qERBfLJ/TUm/GzqKiXJgvZGDqGGmZBHGtYffusYrJFWbuplGGJM7JDCrZqRO4SGesJ1ZcQE2Tt/+jb2xMzFwnMvw8xkOx565CnsONyMb3/qPGz+548Q+eXHcK7jeVx4exQe+Gg61r6+HavOuwCzZkxFfx+dsxFktaUNJv5YFgzWyPAJN1jaYUVAEVAEghGBQBJkFdufxYsbj6C1Mxmp1lbUNrQjY+4luH5ZBp6/96dwXvgFxO36F+oLLscVS4qwZ/0z8CYWYP6y1chO6j+hSzATZDK+bocbdWWNcNndZr4T834tioAioAhMZAQCTZB5nO3Yvmk9Xv7PWhxvoBKrZDlu+tSNyIhwo+HwW3hseyui2+qw9MKLMXlSHmzHd+JwlR1RWTOwoJ+IGBmrhx9+GCtXrkRR0egQVu1NHag5Ug+vy4vJKyZN5NtlQvddjOw7eC+IIl0IU3uL4zQ8XA4PnPTv8vBeGUyJosWReHJZwn3yLTGsd9PEPjzSguTcJMTERyGeifSUGBsMmnpMsCMwYoLsgW98DmnvuQbLL74M6VR3/evhh7B989u45X++hD2v/QMvhy3DKs82vG69DCXVLyBmzvlIZJhkdFQCJuXnIjc9rhdGQpD9+te/xgc/+EGEh0uMcRjy8vIQHx9vTPpkVz0mIZofxsRgx1bbpwgoAopAyCLg8XhQXl4Oh8NhsghVVlYiJycHs2fP9mOf3Vh3789wMiofCy65HkXWOrzw8lqs2+/CbZ+/FPd/7ytYc/uzsKy7HU81L8bF+dxBb7Bh2qx5WFAyud9NGGlcsBNk0kZRA9SXNxrD2Gz6kYm9gBZFQBFQBCYqAoEmyE7u4dyyYRdO2JOQG+dCdVU1oqdfhpuvnIGnf/HfsJ97M2JK30BL+nKcs2gGanetR709AgvWvAcF/UTEjAVBJnOxmJjXHq2Hx+1F4aI8o+zRMnEQcHGDrbGi2ZBjEXxvkHV0N6nVCwXx0jJfg8PGKy8j3Zklu06xUCUWTWJMCDIxsNeiCIQKAiMmyH73xc+i8Iprcc5llyHFGo7nSZDtfpsE2S9+irqaCvz5XxtRGNaKZRctxv3/eBMXTI9HW0QiqmodmDlvHhYtnY/4HmKwhoYG/OIXv8DVV19t4ozlwztjxgwkJSXByZSrFbuqDPZTVhSGyhhoPxQBRUARGHcIuFwu7N27Fx0dHYYgk2d3YWEh5syZ47++eDvw5+//GCnz5uOi99+IRGcbXln3Ch57fiN+/r9fwasP/galxVcgiYuW8JkXwXZkO3KLJyM5NY2bKonIzStAZpfRa89G3X777Vi1ahUSEhLMHJOZmYnk5OSg87JorW2DGN5G0tMji8b9agzrv1tLa1IEFIHgRkDmmGPHjkEUyjLHyHwzc+ZMzJo1KwAN9+Cth+7GkdYwzL7iIyiJt+HN9S/hvldqcd+Pb8adn7kOq37xBKJ303O5thDzssLham9DSv5UnLN49hk3Y0ZbQSbAmLA3qoeqj9RRaGCBo92F7BkZxtxcs1wG4NYJoiqFHBViTDzpxMA+lu8/spa2Rp9Oksq9ILZF/ZJn/fRJ1GJekq7dWR/lfUTUYlKHFkUg1BAYMUH22Lc+h4jV15AAuww5jAJ57KFHsfXtbfjhr38GSxct7fW6sf7+H6NpyYdx5I7vY81NNyO8bhdqovJQdO6NmNXDq/9sIZbywdz/6mE4bC4spJ+ZFkVAEVAEFIGxRyBgIZYeG+749k+RvWABrvjQexHvbsfr617FE8+8iV/9+nuoP74HD3FOSOML2szCWGwu44LFyzCY6Ei0uGMxqXgqVqyYj5g+G5u/+tWvsIB1xsXFGVJMiL2srKygI8jkRbSlpg31xxqRSD+y9KKUsR9sbYEioAgoAgFGQJ59TqcTu3fvhhBlUoQsmzt3rp9Vyl0d6bTjH7+6E67EVFz52U8j2cVwyy2b8LO7Hsff/vRT/Of3P8CxwksQc2IHIgqXoKOqHGnpycjILUBsVAyy8wvpq8xMe33KX/7yF0yePPnU/JKSkoKMjIyAzzWCn4OiglqGW9pImsQmcYHG38UkxyApOwGRMREBHkGtfjQRkPFu4mZaGy0opCRmJphx1qIIKAIDI2Cel4yGKSsrO0UA79ixA8uWLUNxcfHAFfQ4IoyVmYSo+5+4Da+2T0FxyTKUpLnwwn82oOyECz/83ufMBNBJcsxWexj/c8tT+N7PPokHfvDfOO+mTyLZvgd7nTnIXnoDVuS8W/PZCDI5at+6w+hosWPRdX5UKQyp63qwIqAIKAKKQE8EAkaQdTrw4G23IWbGApx34/uQ6m7COhJkj7+8E/f85vunmuB2tODp+/6C5GXLsfmF9Zg/fx7CnU2oZkj+uR++GYW9I/nHRYhld+dEDSAkmZgv58zM1Jde/egpAorAhEQgoCGWnnb85ed3AUlpeO8XP4VEjx27tryNX93xCP7ywB1oq9yNR147jCiq2abnx2JvdQfCO1qRHGtBsycO6Rn5OO/CFYjrI6b54x//aKwH0tOpAOaaKDs7GwUFBb5MfKNUZA6RkMuG400mVD+GZFlqPj2j+lFXj1KT9DJ+REDGt452DM0nW4wFkfiW6tj6EWCtKuQREErLZrNhz549pwiyQ4cOYfXq1WaDYyjlFEGG1gr88Kf3oPRkHRIjbbBmTsPKG76I6xdwh4Q1ujuase+Jr6PjojsxLyMGm373NXgXXo+GnTuRmD8J8668AVk9NjIGIsjKt5+ggsyJaZrGeCjjpccqAoqAIhAwBAJGkKETmx7+KTdTMlCw8GIUhddg85Yd2Fsbjx/e8qFT/anc8zIeebkJ119egheeW4fJs+Yg1lWJY1XNWHrDl7l507vr48GDrGeL5QVYwi1Lt1RgKu0FYlNiB+0bErBB14oVAUVAERhFBAJKkHEz5kmG3rfHpuDiT34GGZ1t2LZ5A37+pxfwj7/+6lQvPc5WvPSPRxFeVIz9Ow4gKykZBXmp2L1lOy74/P/DtD6inbEIsTzTkMgiUOaR6oN1JstgenGqyTioJUAIUEbisDmMgk8kJX29viREUUhTU/jttPBXniNzf3dIo3yX//ct8ruqQ7XI4HimFqRoErsADadWO7EQGHGIpYGr9QT2HjqG8hpg0qRilMzKMeSYFJfdjq2vvYbFF1wAa0QEvQTc2L5tB40tIzF9ShEK+0hAByLI6subIAaE2VPTzQNFiyKgCCgCisDYIhA4gozTS8VO3PvXJ7DrSBWSot2ITMzAJZ/6f3jPjOSuTnfiybu/jSlXfRXT8tLwwn13I4phL63NXngcXlz+0Q/QH7M3PuONIJPWez1ek6jm0BvHMOeS6YiKjwx4mM7Y3lV6dUVAEVAE3kUgoAQZN2O2PX03dla7kLHkWsyMacaunVvx8t5O/O4Hnz7ViKqDr+HJtTVYtXwy9mzfgfCYZEzLj6K1zGYs+cgPsCCz94gFE0HW3TLJalix66RhbLKnZyAqltmedT3l94+azNmlbx9HPTNS9yLD5ErEXkztrRG+lxPhySJi5Od3B6Kz08sskfT8YrZIYdgk6YLb6T6tnaIKnLqyEHFpsnGmA+n3gdQKJyQC/iHI+MGVBZIQ2yIbtpAV71k8bjeN/N5doUj2M+HAzbF9PmvYKN4AACAASURBVMwDEWSSxVJirGXXI4meLFoUAUVAEVAExhaBQBJk0rOOhgocLT2GqhYr8vInY+a07lUIZxL6ku3cWYppJVMRExMNZ1s9Dhw6ghZPDIqKpyCPL419y3gkyKQP8sLdXNWK0s3HMeviaUYFoEURUAQUgYmAQGAJMqDt5H489Mi/8NrWw8hMjoCnMwwXf/6HuHpOahe8nXj+/p8ic/n1mD51CjY9+Xc0k7SITMxlCHwZbvja55DeZzMmGAky6YyQLSf2VsPZ4UTBvBxE0rdTSTI/for4auKkUf7r972NVR9bZEIfFV8/4qtVKQIBRsA/BJkfGzkQQSbhldUHa82DZ+qqIj9eWatSBBQBRUARGA4CgSbIZCdVwgj634Thzip3WMPF00X2ZmSnlRs2UsL62YSR349XgsxHknWihsbLzSeaMWlhnnqNDOeG1XMUAUVg3CEQaIJMALE3V6G89CjKGzqRlTMFc0uy38WJmzH79pUhb1I+EpMSmMWyiRs3R1Hd2olJk2egKDP+NEyDlSDzzSVeVDM0r6XGhsnLJyGCSiQt/kFAVHriC9bR5ED+3GwNe/QPrFqLIjBqCIw7gkx2PY5uLDOS1RU3LRo1oPRCioAioAgoAv0jEGiCzN+4j2eCTLCQl+8y+nFGM8wybVIKouK4+69FEVAEFIEQRmA0CDLZYOmOiJENlvBeETH8GzcoToXLybGyeSP+UmfYjAlmgszMJVxTNZDIEfuaycsLmN1S5xJ/fITamzqw4e9bseYTSxHBEFaNfPQHqlqHIjB6CIw7gkxiM49sKjM76CuVIBu9O0WvpAgoAorAGRBQgmz0bw1RU5dtqzQZq1JyE+ln0id92ug3Sa+oCCgCikDAEBgVgszPrQ92gsyQZE6PCd2vOlyHvFlZmil5hPeAm3g2UuHdSNJx6jnFp9kOjbB6PV0RUARGAYHxR5ARlMo91WioaMLcS2eMAkR6CUVAEVAEFIGzIaAE2djcH601zEh2qA6pk0iS5SepQe/YDINeVREYEAFnu4uhbK0QZYnD5oKtrh1OuwsdzR0Qk21rZPgZP7+iWIpKEBUKTb2jwhkKx4RXVP7Y2xzMRJiCLCatmggEuRJkA95mwz5ASDJJAlN/vNHYGRQvKZgQ99SwATvLiS2cl/e9ctgk04lLpgeq+uYHAmatUxEIKALjkiBrON5kHuST5ucaqbMWRUARUAQUgbFDQAmyscFe0r43cJe6uboVyVSRpeZ3Z/Ycm/boVRWBUEZAPm+ONidaa22wMVmUqDjlq62+/VS3I6J9ZJcQVpHMShcVH2W+JGOdkBAS0mZC+Jidzsv6Ovl/C/8WHi4eiv2/z8qvhUSThXa4lXVbLaxD2uIw17W3+r7nlGQiPi0uYEPgsrsNwSftCWN7E+RafZosxJ1gIvjYGoUMdMJFz+D+SnRiFCKiIwwxKMSfZOaV/p2pbNq6EZOKCzCzZGbA+ujviseDgqy7zzJ2tsZ2NJ1sQUt1G6asKNREMEO8IeTz3Uz8RMghBJmuUYcIoB6uCAQJAuOSIJMslq21bYhPjUVCxummmEGCrTZDEVAEFIEJgYASZGM3zGK0XHu0nkoUO0myJEOUaVEEFAEfAvL5aG+yk5jyGHLH3uKA2+Exyi1hesS/LyImwhiUR8byOwku8fiTY3oVEkFyjPhNOdpJ+lARZo7jl6jDuosQPd0klpV1RbJu+ZJrCGkm5FZYOAkh/iwkk48YG95oCaHR3tKBpooW06Yoeh218zkgpJTUH06irpusk7b3XKxL20XB1rdEk8wTwqq7yDmmDn55XF7i4vb9iYfI9brbLhhY2C8L+yMkgZBikkxLzpF29lekTiEOpViIi1xHstufqWzbuwXFM4owc5YSZMO7YwY+q5sEri2VOcXRRbrGqjp5YOjMERKqWrm7yuCWkpc0yLP0MEVAEQg2BMYlQSaTf92xBvOiM2VlYbBhqu1RBBQBRWBCIaAE2dgOt3ie1B6pMwv1tKJUqkgY1qFFEZjACAgZ1nSyFbHJ0Ub1JaSNvdVHHglpI6orIXSEEDLEGMMWI+N8ZJaQR6KW6lVICEVS7RTBY62RVkPsCNllEUWXkF3DJLn8MkQk7Vwku2RxXneMmfPYT2sElWwk60z4Jtsn36W/3UWeGUJg9S6diEmI7kWkGYJMSD/22cKfT4VyUsHmIk7dxUVchfAz1zTknA8jIb6ENOuvCM4Szieko8lSTDJTvp+pbHx7A7NFqoLML/fMAJW4nW5UHag1n5X49DgkZsYZtd94LEL6yecDnWHmsx6oIveurE1P7K3G3MtnnvG+D9T1tV5FQBHwHwLjkiCTSVUeQPK1/EML/YeG1qQIKAKKgCIwZASUIBsyZH4/QRb8kt1ZFC2ZU9IQkxjt92toheMTASfVRU0nWkwooCwQhSwRIkjIoVNhbWNJ8PgZViHHao82GKIovTCV5BcJLCF3SNr4VEryM7+fgbjxc3O0Oj8hoB5kfgJykNUI4SMJ0USdKM+LxMx4Es4xgzw7eA6T50G7KEaFiOWXqK1lvhRCVkKSY5OiIeG+0QlRI3omiCdoHTOCytybPT0jeADQligCisCQERiXBJn08vjOkzj0Riku/OKqIXdaT1AEFAFFQBHwHwJKkPkPy5HUJN6cjUxgI6qN5OxEs/OvZeIiIAtcCblrrGhGDTPUSShuLK0pYrgQjEuJQWJ2gln0Gh8okkay+dgdDiceV+KZJUUUGL6QQ993+b+QbBKOKIoiQ7jJz2NNOsnil6RYLRf1QhQXLsxTo/EQuv2VIBubwWyiMlF8tUSBmMIw/vE2r5S+c9w815KyEowvnlj0yGaBhAsn5SQYux7zXCSxJc9MUZuJulKedaISlf7G8e9Crp+pyDPx5L4as0lVctG0sx47NqOoV1UEFIGhIDBuCTJ52SvffgJLbpw3lP7qsYqAIqAIKAJ+RkAJMj8DOoLqJIRMiBAxWZ5EgiAuNUb9Y0aApz9PlayDQjqJikH+8XoYXkbDdkNC8ZvHQxKKfxOCU7ypxKvKmJaLOTuJKFE8CZEl33uGy/XXRrkPZJEnYVJi5j55+SSzAJTQOvHjkna4uAB0O1ymHVLsLb4QRCkSYiiG3VIkzKqNWRelza11bSZcMSE9HolZ8YhhCKOE9AohG8t7TUIVpX7ph1xLzjHG9PySRaS0vdvTSkLxLF2+XCPFWRa20vaqg7UGo/y5OWZxqyV0EFCCbOzGUlRXNZxXhFTKmpYe0GQQ/uylkP67XjzAbJIxmHZOca+qRUEmtgTSJwkpdXa4zTNQfK6FQJM+y7NK1GDpxanmeexkuLY8V2UzwPgL0ocviqpc+Z0kkJPneMG8nGH7Cvqz71qXIqAIDB+BcUuQyW5GbWkDpq4qGn7v9UxFQBFQBBSBESOgBNmIIfRrBUJGNFBJdvD1Uiy8dhZf4Bk6omSBXzEeamViWn54UxmVGK0+43IuzuxiqM4FlxRZpLXW28zPcSlUNFDhJSboCfT+kcVYQgZDgRJJQHFRJn+TcCAZZyGjvO5OnyeWIdGoBCMxVfpOhSGMcmZmIHVSigkr9FcRoqvbyF7IL9/PbkOEyUKzjVkepY+Nlc2mfW21vsRKLv4tNikGaZOSkcKvJFGwMdGSKDQ6iYeo1ownlfhQ9bCikuuZ30n2RAmP7PK16va3kr91cGEr5FgM65cFvD/76y/ctJ6RIaAE2cjwG+nZLn7Gq/kZk1DCwiUFJNx7J3QYaf2BOF98+UxSNz5jknOGlsBGnivyPJNwTFHi1jN8svZII4mwRqMoS5HM0fIsY/boFmaSlmd84eJ8Q5xpUQQUgfGNwLglyCSmvJGeGil84MnLohZFQBFQBBSBsUFACbKxwf1sVxVSoYPZ+7Y9tQfT1hSRlEjRcLMuwASbbgJGeBhDHdFlPVBG60IcvfPYDkxbXcyQnsSzK5tEeWVILyGMhHzyGZd3hz8acsoYzju4WGtAxa4T3CxsQuH8HEzi4iwlNwFHNx1HJkmi/LnZJvNisBTTD/ZNFtoSvuTh4tOYxVPF0VTZgsaTzVSo2dDR0GH6LcXcxyS/bFR1CAGYyDCprKnpyJrBL/ZRFr2SkfLkgTpmjUtEWmGKKiaDZcD93A4lyPwM6DCqM1mTKU44sbcGM84tNllgTyVuGEZ9AT2Fz9J9rx42YaHZM/zrCSYbAvIcE6WthGQKLpLgQjzNhpuVNqBYaOWKgCIwJATGLUEmprP15U3mxWnysklD6rQerAgoAoqAIuA/BJQg8x+W/qxJyAUJ/RDPzk6G0RWQRBFj9olcRFFQvr0S1Yfr0VZjg42bbUWL85DHkLy8kkyj0PJnERXX5n9sx7wrShiWGDd4Jd8pDq9LStUnuZ+MrYRGysJMyDRROhgSjb8T432zcA33hWcGWzEEpWG/ur51KcR8GQ19WQ1PU5B1kZqmv/zyKddIFPIdUM4RoiyGZttqvB9so+2/9ihB5j8sR1KTfN4khP/A+qNIL0pB0ZJ8KjsZ/h1kzxp5Jm5+ZAdVtJkoXlYwki7ruYqAIjDBEBi3BJm8CNYwS9HRjWVY/fElE2zYtLuKgCKgCAQPAkqQBc9YnNYSkg1O7nAf4VyZWpCEVIaDiCn7RC3l2ypRe6yB6ofJhkwyRvQSusfVnSgBbFQvScZHCVFtPM4QQaq4JJRGPGjE10oWhHLsYEorQw33vHQAJRdOZahkfEDJm57kkoRZDraNg+lHMB3Trf7rJtIkNFOKqFgk/FJL6CKgBFnwjK08b2ReaSVRtuVfuzGd/l55c7KDKrywuarFPOMlZF2y92pRBBQBRWCwCIxbgkxejiSN945n9uI9/7VmsP3V4xQBRUARUAT8jIASZH4GNADViVJKMj8XLcpDMkNOJmKRjTV5b5DwRFE9SOn2t/KF/1GVZMzr3w2dEeWdMc2nx5dka5Qi2cqqD9WZjGWpBcnIn5eN3FlZZiHmqxTGf+vIhnKa4xfQoyZJyZuJeMNpn/2KgBJkfoVz5JXxOSch0+LPJUrlvS8fRBYN7cWkXhKCjHV588EtKKZXWg7DK0N1w2CsMdbrKwKhisC4JchkQCR1+Z7/HMQ5n1gaquOj/VIEFAFFIOgRUIIs6IfIR+wcqDFGwuJHJibDE61U7qk2Xla5szIHnYXNRPZ1h/5JaB+/2qkyEx9UsXgQQ2YJ7ZOwRnuLw2R6EwWaGOwXLspHxmRmP1Nl00S71bS/AUBACbIAgOqnKsVLsKWm1SQMkWQZ4geYU5I1ZskyhLDb9fx+k8k5g+pfLYqAIqAIDAWBcU2QtdHMtWxrJWZfMn0ofdZjFQFFQBFQBPyIgBJkfgQzgFWJsfBBqshSqWjKnMJMf2OY2VL8YSQEUUyNI6JHx0i+9J3jcNEQXrJf+6vv4oclKjMhzkSZZkzmSZ5JlkkJOVLlQgBvaK16QiGgBFnwD7cQZeLz2HC8CbHJMcienj4mJv4Vu07ST9JqDPojuVmhRRFQBBSBoSAwrgkyMWetPlzHHdo08yDWoggoAoqAIjD6CChBNvqYD/eKVYdqYatvZ3r6FOOtNVal5kiduXQb2yIEkyitJENhoIpcp6G80ZjXSxiQFkVAERhfCChBNj7GS8LWm0/6SDLx/pJss6PpeymK31fv3Yh5V5YgjSHwWhQBRUARGCoC45ogk1CROr7wyq6txJlrUQQUAUVAERh9BJQgG33Mh3tFWbyU7zjB0BcLMrm5JKGBY1HeenArzeunGKsER5vDkGOSjVGUXdkksMR03Z/l2JYKk/0wl2E/ou7SoggoAuMLASXIxtF4MTS9iSb58nyXTYnUScmjlkFZMgfvemE/pq+ZjEQmR9GiCCgCisBQERjXBJkY7jZUNuHga6VY/THNZDnUwdfjFQFFQBHwBwJKkPkDxdGrQ3y4RH0tRsrZY2BgLGE4L9/+OuftxT5ijMRVS3UryrefQFi4xZBY7Y0d9PaKMn5pI/XwkvoPvXnMLNSK6AsmWSu1KAKKwPhCQAmy8TVe0lqxwhElmZVejUnZCYgbZLSPy+5GzRHxc2w2SU4yp6TBGjlwKL5sAB3dVG6UY5I52N8bLeNvBLTFioAiMBwExjVBJg9C2aF49Z6NuP62S4fTfz1HEVAEFAFFYIQIKEE2QgDH4PSybZWQnfb8udmITRo9iwIJf2mgqkDCHcVAWUir7iKG+G6HCyf31+LoxjITBjptdRGaTrYYMs8seIbhmyaLrNaaNiRkxCM5b2Jm8ByDW0wvqQj4FQElyPwK56hVJslL6soazPWEsMqcSl+yMzzHRUVsa2Q4/HE+s+vaUMW5IHdOFnJmZqKpssVkCk6mNYCEbvZXRDjxyu83YOVNi5mIZvTmtVEDUy+kCCgCo4KAXwkyr6sD3k6GSETGwSLN589eZzua+BIem5SCqPAws3Hrtrei0xrJB2SU77gepbGxEffccw9uvfVWWK0D7xbI7sTGh7bh4q+eY2qRF2wPzX9lh9r3/05jkivp2a0SsqE7x6NyY+lFFAFFYOIgoATZ+BtrmRsl25gsXgpJVPnLtH4gJDycmyX8ZdZ7ppsMkGcshixzGxuFtx7YgoJ5OZh+7mSzsIqKjxqSsf+OZ/cZ9ULB/Fwu0Pq+dQzUYv27IqAIBAMCSpAFwygMrw0uPstrqQgTlfDcy6YzQUu7yf4r2ZStkb5welE2y5dkB64tbcCCq2eb57WXHpX1xxqw9V97SK6lIZ9zgRSPw9NVR4zxOJPNF8kuvHftYV5jhobSD2+o9CxFQBEgAn4lyCpe/z3q2+qRfcm3kMUwiU5bNWpe+TXOv/VZ3Pr4Btw4LREJ5Ly2P/gVtJZcgCmLb0Bun2EYKkEmD9K9aw9h8fVzTU2S2nf3iwex49m9hhhz2l1m53nxDXNM5qqzvpDrLaEIKAKKgCIwZARGiyDzuJzMFujiy3Ccb6+DJI/T3oa2DjfiErirzE0Q+b3T3oFOPv8joqJP24SR0+69917ceOONSE2d2Onf67joEHWWhDEm5ySOOJRxMDeOo82Jx7/7vFF9y9w8mCJknix+yrZU4simMsw4b4oxfrbwPaN7cXWmekSRcOjNUtM/NecfDNp6jCIQnAgoQRac4zKUVsnzuLGyGW888A7VyznGP9pKEsxiDYdknpQMmPNpri/emP1lAJZw+ZMHarHn5YNorW5D4aI8FC8rMESbhOXXHG3A1BWFFEX418NyKH3UYxUBRWD8I+Afgowvr2Wv3IG/3P8g3NOvwlf+53uGIDty5Di++sWf4q9/+x6+d9Mn8YP7/oj0rBR8/943sHLhZFy5etqIFWROpmw/9FYpJbWbsPCaEu4azDS7BvIQ9q2ffAoyeZGWcMzdLx7Ace5gvOe/zkHOjKxRWRCM/9tEe6AIKAKKwJkRGC2CbP/GZ1F6aCtWfPT7SGFzXCTHXv3j1/Gt+/bh1nsfwKULJiOJoqQX7r8HjvhErH7vTUjvp9lKkL0LStWBGlQdqMNUhjLGp8UG9Db3kuSy1duwd91hLLpmNiLOpiA7Q0tMkgHO4YfeKDVeZbMunnbWNlfuroKE3aQVpphFlBZFQBEYnwiMJkHmcbvgdjn4jIo/tU6R+cbGzZiouDhERUTAwt0Yl8MBj9fLzfeYfjdjHn74YaxcuRJFRUXjE/QAtdpsesizfNsJ7Pz3fnpRxhvVVyq9w/ojxvptBlXGUkdHsx3HtlZg70uH0Fzdgo/cdUOv0P0AdUGrVQQUgRBGwC8EWfmrd2BDbSL2vXUMxanhuOzb3yFB5sbBgwfxqU8/jdde+SZ+sOo8fPjRh3Dsmd8jYsHlmLt4FTJjT8+eNVQFmewqi2qstdZmDH1jEqgY6C+2XcI1+JJsb7VTgmtHPcM2cksyjSeJkGdaFAFFQBFQBIaHQKAJMnkJ3rPuL/jb/fejPe8i3PaT7yOR4fsnDmzCrXdtwU++fj5+defT+OznP4JJCc14blsD0vKn4z1LilVBNsCQyo687OifJFGWPzcXyQxFDFQR4+UT+6qRSz8ZCYkZruWBhxtgQnpVH6pDxc6TJPbiMOfS6aa+vourtx/bifw5OcyMma4bYoEaWK1XERgFBEaTICvb/Qa2vfEE1nz+10jr6tv6P38Tt933Dj7wvZ/j+guWIYPJcN98+lGU11Thgpu/iux+MFCCbOAbo1vIMPCReoQioAgoAqODgF8Iso66o2jyxuHtvz8Gu60B531LCDKg/NBB/OAz38adz/wV/z975wEX1dG18Yfee69SBVGxICiCYsMejT3VRE1XU0x5k7wmb3r70kyiMaar0WjU2Dv2ggUUREGKIr33tssufGcuwUSjiWUXWfZMsj8U752Z85/ZW54558x9Y57Bx9/Pxrd7czG2f3eE+rvBQE+f8om0hMS0ltLSUrz77ruIiIiQtqEXpV+/fnBycrr899tFI0Q1EecukhR7kXuvKcXB3+4uWbfbJz6fCTABJqBJBOrr63Ho0CHU1NRACGRyuRxdu3ZFcHCwys04u/tbnKVdDtOyTWFUWoRZ//c6LCiX5cXTO/Da0gZ8895AvD/nY0x8bjoyE0/A3NUXfaMGw06IMNco7EF2JRQhOIkk9mJnSwdvG9o17Pqr+OJlRpQbXuX/S1NV1MaeRUcw/vVoldxzRV4b4UVeT3lnhKdY8aVyRDzYG8YUuimlWKiT4+LxbCm0UiR25sIEmIDmEmgbgawZabG/Y+V3nyNNvw8+X/wpbJsUqLgQi5e/jsNT9/XBb2sPInrUUPT2McHehGw0mHljclQge5Bp7tTinjMBJsAEriBwywLZc889Kz0nP/r4UwgMoFBJUrkOLv4a+SUlfwhkuqirrsb5kyfQLTISBw4momj3GlgMGY+z5wsREWyGClhRAkZHjOrndblTZWVl+Oyzz3D//fdDT68lhtzFxQVm5NJ8Kw/k1xtv0fly2hFFJI306OEiJXpUZf08z5gAE2ACHZmAQqFAbm6uJIwJgSwnJwfOzs6SSKbqUl18CbVKJU7uicfFU+fwAAlk1koZynLP4bn/rMB7r43D5z+fxqhIO2Q22qKzfwD6dHaFPt1DxGYvV+/N8t5770khLyYUFiNK9+7d4ePjo7JFGFXb3xb1CZFMhD+WkTeZmbUJ7SBpLS1giXulSJJcmEY7Sx7LghC5RGhj12j/Fi+wGyyijqqiaiRuScaAmWEqEchamxab8tTRzmf1tOEABe4gbl0SgimPTenFUjj62sPe25bzj97gOPFhTKA9EBDXnWp6hzhw4AAaGxulLokF9L59+0rXa3WVtMOrkJCWhgs1Xqg7HY+5330KG6UcBWc243/L6/Hfp/vi109+RsjoKMgpz7JMaYiIMePhdI2IGNFH9iBT10hxvUyACTAB9RG4ZYFs+fLldP9qxuAhw+Dq4kzi0t8Fsj+7TWGQdefwwZdxmDbUAatPNSE0yBEpSWfQrGeF5x6ZdPnQmw2xvF00RbRiXlVcQ+EXDjC3NbvlkI/b7QefzwSYABPQVAKqC7GkVRfaDfl/b3+AKno5MrKwxX1TJyO4WxdCI8PBtZtwOrZFILMhIUQhq0XcyWR0C3JHam4xjm3ZBSdPR9SbuMBKVwYrK7qmOwQiMujK4JcFCxYgkhZuLC1bvIrs7e1hbX0TuU80daD+pd9CxKoloamSvPUMjfUhox2oRWJ8ITDZdbKmF8JGyMhjS5d2pBYf8XuRaP9GFpdEKoTynEraOEFfyjNzq+GV/2SC8A5vqJZJ4aIi51h+chHcujrB3F61C2wddPjZLCbQbgiI9wshjGVnZ0sLMKIkJSUhICAAQUFBautnbVkeqinXWHLCJRxbuw2PkkBm16yErCwVz7+6Ek/NHIA1uy6gu68JGswdYOXog8E9vaCvS4sxBn9fjFm4cKG0wG9lZSX12dfXV1pEanUAUJshXDETYAJMgAncEAElLcAL/engwYOXjy8qKsLQoUPh5+d3Q3W0HqQjqWNXlas9yFr/uUmpwO/fvg390Jno65CBb+JM0M/XA8n7dtBOYwZ4bu70yzW1tUAmGs49WyA9+Dv42EoP0qKIB22Rs0wkfyylsA2x3bzYLUUkFb6Rl4GboskHMwEmwAQ0mIDqBDKCQKv1a9dvggjhFAmSw/uGwdNd7Hd8tUB2JbD85BhsOlkHN91clBmQQGZmhMbqYhTqd8JTkwdecTCHWF5/solbu9gNrJ7ydZIGibKsClg4mkuCU+su0CJ0sYp2EBMrYzqUCeFGEiuL3TKT92Yg/L5ebTLTpVQKJPYZU17Sf9vpsk06xI0wASZwWwRUHmKpqMeHnyxAQUEhDM2tcfe4sQgPDaE+ynF6z35sX/GHQCYuhMoGnIpLgbeXA3JKK3Fi136YWhhC194LeiTkudvpocIyCMN7uV9h448//ii9YAnvalHEQoxYkOH3iNuaCnwyE2ACTEBlBMRzb0NDgxQJ01ri4+MRFhYGb2/vm2rnmgLZ4e++RWFpGSJfeBGOrYnvaeVFUZmB+R9uwfPzHoaNVQ2+X7cPiloZrQpZwN8/ECMH9bjc+J0QyMSDdDYl+hXJisVquFiBFivnFg5m0gtB8cUy2ghALnmZ1VfKKGTDTtopk/OW3dSc4YOZABPooARUKpBdl9H1BbJmeQXW0i7K9r2jYVISj3SZDVyd7FGdm4ELtTZ49sHhLJDd5NwTHl/C2+t69zkRkilyf9XT/bKGQjM9gl1IiNK/ZiviHltyqQxnd6Vh0GP9brInfDgTYAJMAFC5QEaLMZu37UBFBXm2GpshpHcv+Pl4XUMgu5J+Udph7Iwvg4msEEpjSzQZ28FOmYdjFQ6YP2PkFQdziCXPXCbABJiA5hG45RDLa3mQpe3fh0pK2Nx51BhYiqRkojTRVsmlJ7GnOhQRHvowo5Ql2bG/YPexNLjSy8zAARFoyQLTUu6EQCbaFd5i+SlF9MDfQDti1ki5TNy6OdHuV85SnhUhviDx/gAAIABJREFUnhWllyKPjnH2t6fcabrSDphSeEmrrZo3/txjJsAEmMBtE2grgezI+m1IPJGCe959GRSkd7mUnN+HNUerMSo6HOaNedgbl4TCkkpYWDjCLaAnhob4XmEje5Dd9pC3VCAiYsm7+uKJbCnNgnuwa8vi0VVJ3+QNjagkDzKx+ORBx3BhAkyACdwsAZULZNftwNUeZH8e2CyvwtY1a2Do2QOWijxklTfCxMkXllVp2JWuh7fnTLiiVhbIbnaU+XgmwASYwJ0noFKBTBXm3CmB7Gb6nneuUNpeXoSVmNmYSGGXJpZG0KfVdmnnzaszQt9M5XwsE2ACTEDDCLSNQKZAWlwCsi/mo9/ksTD9C6NLJ7eiwikSPk6WoKgXnD26GYdOnodjQDhGD+8Po6t4skCm+gl2fFUC7LxsJA9rkeRfV79lF2pRKvKqUJhRgoBIH74/qh4918gEtIJAWwpkifsPYdeqnZix6APY/oVuWcZRbD5WipA+PeFmVosj8QlIzy2FDYVoWnn1xLhIkS/zz8ICmVZMTTaSCTCBDkaABbLbGNCcM/m0q1c2bSlvJIWXiFwnInGxoakBfQxpB7A/XxBuoxk+lQkwASbQrgm0jUCmOgQskKmO5V9rOr3xnLT7pUhPYEo7QxtRHjixq2RuUgHSDmdi8BPh6mmYa2UCTKDDE2g7gUyB7JRUJB1LwsCHpqIlM3FLyUncgzKLbnB3cYStMZCesB8HD8VC17k3pk2KBv3qisICWYeflmwgE2ACHZAAC2QqGlSxQp5CCYiFd1mnEDd4h3rAghL+69NOYJyMU0WQuRomwATaJQEWyNrlsNyRTjXUyJBJIZdikcg5wIFSFOijLLuCPpXoMuTmdgO6IwZwo0yACbRLAm0nkKnOfBbIVMeSa2ICTIAJtBUBFshUSFokIhZFIVei5GIp0o9moc/k7n/kZOG4SxWi5qqYABNoRwRYIGtHg9EOuiJ2BEracV66F7p2cZJ65ORnz+GV7WBsuAtMQFMJsECmqSPH/WYCTIAJaBYBFsjUMV6kk4mk/iIx8dFl8egc6QVHSuwvkv1fXZT0AlFZUIXSrArJ60zkMePCBJgAE9AkAiyQadJotU1fhUhWVViDczFpqKXdLofNjmibhrkVJsAEOiQBFsg65LCyUUyACTCBdkeABTJ1DgkJZdUltSjPqaCdMWtpV0xnWDlboIk8zWrL6pBDeVlKMsukFXY7ytuSevAieo/v2iKkscOZOkeG62YCTECFBFggUyHMDlSV8KoWu1yKn0ZmtHsCFybABJjALRJggewWwfFpTIAJMAEmcFMEWCC7KVy3drDY2l5e34hL8Tn0U4GmRiUsnSzgQLt9NSmaWpIZmxuiLKcSWfG5CBrmLyX+59xlt8abz2ICTKBtCbBA1ra8uTUmwASYgLYRYIFM20ac7WUCTIAJ3BkCLJC1IffSS+VobKDVdAo9MaEdLy2dzWnXyz93uhSr7IXpJZS/rAzefTxgamMCHV12JWvDIeKmmAATuAUCLJDdAjQ+hQkwASbABG6YAAtkN4yKD2QCTIAJMIHbIMAC2W3AU9epuWcLUF1UA7fuLjC3M2VPMnWB5nqZABNQCQEWyFSCkSthAkyACTCB6xBggYynBhNgAkyACbQFARbI2oLyLbRx6VQuFJS7xZF2/mKR7BYA8ilMgAm0GQEWyNoMNTfEBJgAE9BKAiyQaeWws9FMgAkwgTYnwAJZmyO/8QazTudJIpmDty0sHMw5cf+No+MjmQATaEMCLJC1IWxuigkwASaghQRYINPCQWeTmQATYAJ3gAALZHcA+s00eeHYJegZ6MHJ3wHGFkb/eqrIYyZ2wOQE//+Kig9gAkxARQRYIFMRSK6GCTABJsAErkmABTKeGEyACTABJtAWBFggawvKt9GGkna8LEgtga6+Dhx97CSx7HpFiGOVBdW0EUAj9Az1YWCkJ/3UN6Sf+rr/eO5tdJFPZQJMQMsJsECm5ROAzWcCTIAJqJkAC2RqBszVMwEmwASYgESABTINmAjlOZWoKa2Fub0ZbFytrhlqKcSxmrI6nN9/AcUXSmFoZghrFwtYUmim2A1TeJ+Z2ZjekBeaBiDhLjIBJtCOCLBA1o4Gg7vCBJgAE+iABFgg64CDyiYxASbABNohARbI2uGgXKtLF2KzUFtRj4AobxiaGP7tkLqKBpzdlQqvPu5SzrLW0lAtQ1FGKQrOF0EhV6L/gyE3bHFruKY4QUeK27zhU/lAJsAEtIgAC2RaNNhsKhNgAkzgDhBggewOQOcmmQATYAJaSIAFMg0ZdCFWZSXkQXiT9Rjb5YocYyKk8sTqRAQO8YWNm9Xf8o+JcwvTS7Dr84N4cNHEG7JYIVegurgWunq6UoimgQmFbBobcG6zG6LHBzEB7SLAApl2jTdbywSYABNoawIskLU1cW6PCTABJqCdBFgg06Bxl9fJUZ5fhcZ6Bdy7OQOUj19O4ljc2iQEDvaBlbOFJGhdq1SX1CJlTzpCp/b4V4ublE2S19nx1Qlw6+IEeX0j6qsbIKuWQ4eqNzAioUzvT3cyPSGiGetTnjRdGJKIZmxhCBMrY/qYwMTaGKb008BIn85lF7R/hc8HaDyBhhoZ6isbpDlvZmeqFaIyC2QaP23ZACbABJhAuybAAlm7Hh7uHBNgAkygwxBggUyDhrK5uSUJf8nFMrgEOkqeXac2nEPnKB9YC3GMBKrrFRFeWVVYDSPKTSZykf1TuKQQxCpIiKujnGYOPvZobmqCEM2alH/ukKlzhdZFAZgkfonfST/p01DVgKqSGmqzFnUUGuoT5glHX7sboi2Ol9XIpTavWaghQ1MDaeMBfbEZAYlzok2FTIFG+giPOXEu4YIJ5V7TJ6GCCxNQJ4HW72ZBSrEkJov5qVTQ/KU56BbkCFtPmw4tlLFAps7ZxXUzASbABJgAC2Q8B5gAE2ACTKAtCLBA1haUVdiGEIGKSSBLP3oJFg5mcOvqDDtP6+t6jrU2LUSj2vI6nItJR59J3f/x+KrCGmqjFJ49XCm00uCWei8EuUYS2oTYduFYFly6OMLJ3/5fRQLxon12V5okthmbG12zbSF8yWvlUDY2kSDWKHnUNZF9hiSUCU82HV3asZPEM13ychPimFeIuyRY/FNpIjGjNKscF0/kSIKgnsGVopq+oS55zf0pQOpQB4UgKdoRf9anHUNFp41JgBTedWa0MYK5vbkkYt5IKc+tlERBcfz1hE6xo6ngKYrILSfliLuqiHOFzSIcVoihegYtXn3iz0LEEQKijNiJsWlsUEBe10i56RTQp91RW4RGXRiZ/z3H3bVsEIKprFYm/ZPgJ9q197KR2r6dIuxS/GGrmO8KmbCbBFMhOF2jSEIptX0978nWUyRR9Y9dYMWYiT8Lm69tG80t4iPml2hftC2FG9M4C1FWjJNoU/y+KL0URfR9EYyFF2cLdz1pfIQ3WQ15b9ZQuLIDCcROnR2kOdPKTBoP8gxV0veldR6J75whfcTfry7ieHGsmAfiOyapwH8UIcg1Ul1iDMUmHeJ0MRZiDrR6b4pzhCeqJCbT90bMBTEvRDEyM5K+M4ZmBtJ5wk6h8DWS/c1XidWiPmGn2PxDcGGB7HZmPJ/LBJgAE2AC/0aABbJ/I8T/zgSYABNgAqogwAKZKii2cR3ipbv4Qpn0cn8jopPUPXoHFh5dW97bg6kfjbksFPyt63RcXkqhJGpFPhyqEsuyE/OkeuzIi8bU2uQf6yyiHTjLsiokoeF6x4oXekm0oJd2IRq1CgVClBAfSbyiF33Jk41YCY80rxCP64shJCyUUW638pwKKTRUsLpabBGi19UhorqSt5wQyFqOFzKDEO5E/+oq66W+OPrYwcyWPPauU4QNl07lSm0KwUXYc00h6I82hHAiipEpCSAiZPUqDUWcKwQvIWoIUUmIiEr6sxBhxLEi7E8IRZKIJj5UnxDHhCAlhBchNAobbqQIJqIfokgefHS+EH+EYGt0HXGzdS4K4UmIvCJs929CH/WzVbwSP4UoJcJ6hdBzrSKEIWFzs/BwvE5pmTMkpCpajmmivwt7xafFABpDSeyExEzMIfH9EkKYnhAt/xCBpHPo30V7SjkdR3bbelpJPE0sjWFuZ3bFPBPjWUuemDWlddJ8LcuulOoWv28dDzEGwjbRR1F/Y4P4NEptts5DMS5NCuJLx7Ww+UP4ahXRLs8PEu2IgxDQhO7VYnOLJ5sowkaRT7DV81LMhVYhThLLxPgL8fQPIU5szqFH/MVcby1SVVS5EFdbzxFzoURWANcAFwR163Ij0+eOHrNkyRJMnjwZtrZ/bmhyRzvEjTMBJsAEmMA/EmCBjCcIE2ACTIAJtAUBFsjagrK62hBvqjeR1ksIRfuWHMOI5wb+o9iQn1yEnDP56HdfL5X0XOy+mXU6l8JALaXQ0H8qSTvOS542dh42LV5Zt1nEy35hWokk+nTq5dYSbvkXZkoSHcTGB2JDAktHcxI7rP/Vy+26XaLxEIKcEDpqy+slTx0hIFg6WsDa1fKy55CkL5AQIcYj71whjElYMbM1kXYnVTaS8HJNTykSKkSOtz884YR33bVyugkRRng+CWFEtC2EGPF38WdRWj3LWjZdEGKZ4WWBTEHHCeFIRjbcSBHijfAiEkX8WbRZnlsl5amzdbduERuvKpftpjlmQOOrFILVX7ygxOHCLiECCTFQiFOin5IgJDyvrjHfJYFMCEHXC8mVgJN4SXOhVXyUvNRIjBLnSaVVVKU/KklgEjYIzzsxX8Q8FMKSEJ7E8ULEks6ljxCOHHxsYUoeg//kwSbZTXnJSkgAFuaKvgo7W8eg1eNMEjf/8OxrEWBbDBZzSrQvea5JTETfhNdiK+A/5gcxk0ROmnuSxyB5ibWEerYoZJK4RsdIQqnwVCNvsb8KZKJfQvgSAp0QoUX9Ld55VyuxwnuwUfJkFN5joo7ssktw9LRHl64skN3I94ePYQJMgAkwgRsnwALZjbPiI5kAE2ACTODWCbBAduvsNO5M8XKfTcKXS2dHGFEi/WuFcAmBp5LyjzXTu7FzoINKbBQv6sm0QYA5JSz37OF2XVFPiDmnNp6DX3gnSVBSVWm1W4+8vZxJoBMCgXC8kTx6yFtNbGBgQeKY8Hy6FpNb7YcQUESoqhDCTCyMYeViKYVeivDGMvJWqy1vkLyePHu6tIQl3oTYeat9Uvd5IoxXhIsKjjauVpJw1FrE+AohsiKvShJs3CmE90ZDUNXdb67/9ghwiOXt8eOzmQATYAJM4J8JsEDGM4QJMAEmwATaggALZG1BuZ20IbxYRALx7IR8+PT1lLxIri5CMKoqrpHyj/1T0v+bNSk7oSXM0oFCDkXeomuVEgobLc2ugHt3538MS7zZtsXxQgwTYaMiDE70QXjfCKFGfIQ4JnJnqVIca+2jEAeLyWtI5HUTOZ6E55YQiqR8Y8Tfs6frrZjTrs+ppw0aSmkeCb3P2s0KZhRWK0L2qoqqpVxcYl65B7uohXe7BtOBO8cCWQceXDaNCTABJtAOCLBA1g4GgbvABJgAE9ACAioRyBqqSnEhMwtFZZUwMKUwOjdP+LjZU4hOPUoyU1CrZ4kGPXP4u9vDkHLoFF44BwMrO1jaOeNqiaa8vBxff/01XnrpJejr8+6DKp2DUpiZHJspD9nIF6L+luNLiDmZcbmSoBM2tYdKmxZeWkXpJVKb1wuzPE3eYx7kTWVNnlatydRV2QnhrZV+NBMWlDxf5HKqLKqRPNVU7Tl2rT6LULTSS+UoJ0FOJMF3p80VrhWCqEp772RdIqSzOLNM8pCzsDeDnEL2RC4uc8rHZu9ty+LYnRwcNbTNApkaoHKVTIAJMAEmcJkAC2Q8GZgAE2ACTKAtCKhAIGtCfMwWrNmyAynZhRS654BekcMwfco4GFTnYtVHb8KsZxROZTTg5WfvgaOlPtYs/gzOvcIREjkUZldZyQKZeoddhP2tm78dY18ZckX4m2hVeDZlxudKObnETpeqLEJ8Szt0UUpq7x/h9beqRdvHVycgeFSgyr3H/tqYEGxSqR8N5EnnQd5bNuThpA7PsWuxa90tsK3aU+X43UpdIpeWCDEV80l4DQphzMrJ4laq4nPaOQH1CmQiX18JsrKzUVBaRXnzLODs4Q0fFxvKrybHpdTzaNIzgK6FI1ztrWBsoIOC3Dzo6BvC3tkJ18pkyEn62/mE4u4xASbABK4iwAIZTwkmwASYABNoCwIqEMhq8b/Xv4Bb1+6YMnk0so5swaaDJ2E1+DmMsCvGzFk/4cDe/+HFiCjMXv0rzJQFWJ1oiD5dfRDub/U3G1kgU++wi1DD1IMX4E27OhqKRO9/yXslQuOqKbxS7HBn62Gt8o6I3SxFknQ38p6SkuX/UUTopwjJyz9fBP/+XtcNwVRVh0RiflFEUnVtEatUxe5m6xFJ50XSd8H6eqG1N1snH9/+CKhTIGtSNiB+7w6s37oD57IKKUzaHt0jR+KRqWNgWJuNzz/4Eq4+Higx8MW0cQPgat6IbZtjYGjngsEjhuBa++ayQNb+5hD3iAkwASbwTwTUL5A10+JpOXJoMSanqJyeU03g6OGLzhT9gmYFstJSIW+iXdLN7eFobw1zI12UFhWhgRaenTzc/xYRI2xZuXIlwsPD4eXlxYPLBJgAE2ACGkJABQJZCXYdK4KzvQO6+dqj4eIhHD+TjLNOUxBtW4zHHv0J27f9F/8dOgpPLf8Bvy5cjKhJE9E7LBSGunoQidP/WoRAtmjRIsybN+9yiKUItWQhQ0UzisIsRR6yysJqaadIsYteaymkEEix059HNxe1JIwXuc1EmKHY+dC1i9PldoVXW9y6RAQN9YeZnZm0MyAXJsAE2j8BhULRssMm7WSZlJQEMzMzBAYGqrTjDRWXsOj7zTB08MBD94/ExdjdWLV+EwKnvo0IHMFL3xfiu3eH4s15X+KBZ2bCtCETKVWW8ArqjV6e1/ZYZIFMpUPElTEBJsAE1E5A3QJZs1KGpNj9WL9hM+Iv5MGEUsb4hA3DMw9PhXVzEb78v4W00ZIVqkx8MGJofwS6GODgnkMoleli7JTxML0GARbI1D4tuAEmwASYgMoJqEAga4aSPIB06D9d3Wps/nUrTpzIxbMfzYNOURa2fPYqKjtF4FylHV4aZYjfSnzhV5OKxqoy2sWuL3r17IG/pmwvLS3Fm2++iS5dulB9LeLZqFGj4OHhwSKZioZfePXELDyCvvf0lPJ9iSJecs/uTEVdeT3C6PfqKMJTLDMuB8JTTYhhrUXsMnnwh+PoP72PJJ5xYQJMoP0TqK+vx8aNG1FRUSEJZIaG5Bncpw969FBt/sKGqmyczqyFGYXvd/eyRUHqcRw9sB31vWejH2Lxyrd5WPjmYLz/yje4d9YonEi8BO+AQEQNDKNFGN2/LcIIst988w0mTJgAGxsbCbSent7l+037J889ZAJMgAl0fALiuVSpVErPp6IcOHAAbm5uKl+EaSUpq8rFspXbUSQ3wezZU1B69gSWLP4Svg8txl0mh/Dqj4V4fW44ln7xKyJGDUUnBwWS8+Ww9Q9HxDUiYkS9LJB1/HnKFjIBJtDxCNyyQDZ0yBDSO5rx3ocfI7RPb+hVZWLL+n24UGWE0feOgje5H1OCGBJDyqHUMwI5CeGzue/j7tnDsOZ4GUL9LVFc0gBDE0fMmhJ+mazwIPvqq68wZ84c6aVFeI6ZmJhwwn5Vzj161ljzylYMfqq/lKBeFCGaXTyejcYGJYKG+amytSvqyk0qQF1lA3xpF02xm6HIPVZCydwLaQfLoEG+V4Reqq0TXDETYAK3TUC8tNTV1V1+gUlJSYGlpaW0uKHSIjzUpBckHTTWFeJQzEHsPlqMV999nO47Bfjyrbdg7OACuVt/dDO8iDrnbtCtq4KsrBRO/t0R0a8HrpbdxSKMra2tJOqJe0z//v0RFBTEIplKB44rYwJMgAncGgFxf6mursbatWshl8ulSsTPqKgoBAcH31ql/3KWrCYPZy9VoknfDn0CHFCWnYJDm75DSdjrGG1yBK99n4v/PNkPK79Zi/CoHiiixV59UxuMvWsojHRoMYZSSVxdVqxYgb59+8LT01P6J7HwL95tuDABJsAEmED7ISDuOSIqprXs3LkTXbt2venweJ3ExARpUcfb2wfK4jNYf+gsdE3dMSyiDxxd7K+MxW9uQs7xRdhY2gcjPYuwJs0BffzckbhvM5p0DDFvzqzLHeIcZG0zWU5tSELnAT6XE+LXkudYfUW95MFl4Wiutk6I0M7ynAoYWxrD2d8BshoZzsWkw49yj5nbmVISfw6vVBt8rpgJqImA6nKQia12azDlvodRWlZOG4k44z/PP4MB/fuitjgdB2OOIrXQAOOmj0EnGwqfbFKiijzYxOYfjfVF+OnnQ/B1VqDUyBHGOkqYGepAZhWIaUO7XmG52Cl5zJgxsLa2lgQyIyMjSSzjwgSYABNgAu2DgLiv1NbWXvYgO3r0KDp16qQ2DzJq6PJijLKhDKdiD+Pn1cl4f+GLsFBUYeG7b0NhaAqFaxj8TUoACvtvVJLYVZwFY9dARA/pe0VEjKC4YMECycPa1JSeb+leI8S9sLAwXoxpH1OMe8EEmAATkBb6S0pKsH79+ss0xIKMiGD087s5pyEdUsdafJ5RgW8+/xSJGWXwCegOTydb6Jg7wME3GFGdbaUjFLTT2Pz/vIF75j4NX8tivLcqE+FdHXAhOYNiW6zw7CNjWSBr4wlamk0vldSmhYO5lIcs63SudPN26+YsJVRXVxEeY/kpRVIOtK7DOkMIc6fWJ6H/gyGSRxkXJsAENI+A6gQysr1ZieSU82hsVECPdqJ0d3dDfX4C9sSlQGbsjVH9e9LulHZ/S4gcu/Yr5NqEwKL8HMr0XeHibI+yrFRcrLfBvOmjr4DKOcg0b45xj5kAE9BuAirPQUaLMbOemIuLmZdgYu2Apx5/DGNGDEV9WRZOHjyMI2cbMPnxifCxo93OaaG/urICIqGMQlaKNWtiYaZXDR07B9TK9NDJQo5MHX88Nq73FYO0fPly9O7dm+5j7tIztliIEQsyXJgAE2ACTKD9EBAimViQaS379u2TFjRudoOVPwWy2ov4ZdUWZBfVwMqKbiJiW0RLF7h2C8e4YEfpZUdRm4+fdxdg8rBusDBRYk/MfjTI6mgnGFe4e/gg2M+ZBbI2niMiGX/ClmT49vOEjasVTm8+J4U3dh8RoPaeFKYVo4SS9fv180IZeZOV51aiyxA/zjGndvLcABNQDwGVCmRXdbGhMhvLly9DXEo+/AODaRGGNhcxs4Z71zCEeLbkUGwozcA3v+zFwBHRMK88g0MXFbAyIY+whgoUGXjjiQl/hvGL41kgU8884FqZABNgAuoioHKBjN5PUtMy0NDQQAu0BnB1cYGynDyVT5xCQbM7xg/oAyc3h78txpza9jMydd1hLCtCncIQpi5+MClPxq4MXbw7d+oV5nMOMnXNBq6XCTABJqA+Arecg+yyBxm5IWfnl6KyVvZnL8kF2czOBd52JiSQNaFZXo5ChS3sTXQgnITqSi+hsKwGJjZOcLC3x1+j8TnEUn2D/deaxQvtrs8PoseYLrCjxNfpRzJhaGpAucE6qb0DVeQ9JgQykYehuqQGnr3cYKnGsE61G8QNMAEtJ6BOgaymIBmbd+5HRm4F7GxaciYaWdrDJ3QIovxbvJTLLp7EyUJz9O7SCWZN5TiVlIKCojJY2jnD3S8Ige4tx7UWFsi0fMKy+UyACWgcAZULZFcRkFXn4fd1q7E3Nhk+gb3g60bvJ0amcOnWH329RDg+ICu/hOVrDyCgVwhc9Atx4nwxGg2s4aJTjBOVLnjloSFX1MoCmcZNM+4wE2ACTAC3L5CpGCILZCoG+g/VnfgtgTzIOkHPQA8N1Q1SPjJzOzO1d6CxQYHiC6XIPJlDXmt6CJ3ag73H1E6dG2AC6iOgToFMXlOKwmKxCNOSqFkUPUNjEtU94GbdEqpSW56PRiN7mBsbSIswlaV5KCmvhrGFPVyc7HB18DYLZOqbC1wzE2ACTEAdBNQtkNVRnsvde/cjIbWQFu9bFlX0TczhGTYS0YH2kkBWkZWA0wUG8PPygL1xPc4ln8fF7AJYWtvBybc7gr0drjCdBTJ1zASukwkwASagXgIskKmXb7uuvTC9hHYRNUABrYBZuVjAJdCxzYSqkotlOLcnHQ7etlJ4JRcmwAQ0l4A6BTJ1UGGBTB1UuU4mwASYgPoIqFsga6wtRzElai6r/jMiRoRemjt1gqeNsWRYfWUR5PpWMDGmjV0o/KWmopjOKYWOiQ083JyuiIgRx7NApr75wDUzASbABNRFgAUydZHVgHplFBabGZeLjNhL8Av3ol0tvdus1zWldZIXmYOPnbR7JRcmwAQ0lwALZJo7dtxzJsAEmIAmEFC3QKYOBiyQqYMq18kEmAATUC8BFsjUy7dd165UKBGz8AjkdY3oObYL3Lu7tOv+cueYABNonwRYIGuf48K9YgJMgAl0FAIskHWUkWQ7mAATYALtmwALZO17fNTeu/3fHoOTHyW87uspJennwgSYABO4WQIskN0sMT6eCTABJsAEboYAC2Q3Q4uPZQJMgAkwgVslwALZrZLrIOdVl9TCiPKQGZoZdhCL2AwmwATamgALZG1NnNtjAkyACWgXARbItGu82VomwASYwJ0iwALZnSLfTtptbm6GDv0n/ufCBJgAE7gVAiyQ3Qo1PocJMAEmwARulAALZDdKio9jAkyACTCB2yHAAtnt0ONzmQATYAJMACyQ8SRgAkyACTABdRJggUyddLluJsAEmAATaCXAAhnPBSbABJgAE7gtAiyQ3RY+PpkJMAEmwAT+hQALZDxFmAATYAJMoC0IsEDWFpS5DSbABJhABybAAlkHHlw2jQkwASbQDgiwQNbh7f4SAAAgAElEQVQOBoG7wASYABPQAgIskGnBILOJTIAJMAF1EmCBTJ10uW4mwASYABNggYznABNgAkyACbQFARbI2oIyt8EEmAAT6MAEWCDrwIPLpjEBJsAE2gEBFsjawSBwF5gAE2ACWkCABTItGGQ2kQkwASagTgIskKmTLtfNBJgAE2ACLJDxHGACTIAJMIG2IMACWVtQ5jaYABNgAh2YAAtkHXhw2TQmwASYQDsgwAJZOxgE7gITYAJMQAsIsECmBYPMJjIBJsAE1EmABTJ10uW6mQATYAJMgAUyngNMgAkwASbQFgRYIGsLytwGE2ACTKADE2CBrAMPLpvGBJgAE2gHBFggaweDwF1gAkyACWgBARbItGCQ2UQmwASYgDoJsECmTrpcNxNgAkyACbBAxnOACTABJsAE2oIAC2RtQZnbYAJMgAl0YAIskHXgwWXTmAATYALtgAALZO1gELgLTIAJMAEtIMACmRYMMpvIBJgAE1AnARbI1EmX62YCTIAJMAEWyHgOMAEmwASYQFsQYIGsLShzG0yACTCBDkyABbIOPLhsGhNgAkygHRBggawdDAJ3gQkwASagBQRYINOCQWYTmQATYALqJMACmTrpct1MgAkwASbAAhnPASbABJgAE2gLAiyQtQVlboMJMAEm0IEJsEDWgQeXTWMCTIAJtAMCLJC1g0HgLjABJsAEtICAygSyvXticOrUKQQE90TU0KEw19UB5DWoyTiIb7YmI+rBp9Dd3hhGukDeqQ2QOfjCzr0bLK+CXFJSgjfeeAOfffYZDAwMtGAIgMrKSiQmJqJv374wNDTUCpurqqpQWFgIDw8PGBsba4XN9fX1kMlksLKygo4OfT+0oNTV1aGmpkaa19bW1lpgMSDGuaioCPr6+nBzc9MKm4VAduDAAZiZmSE0NLTd27xkyRJMnjwZtra27b6v3EEmwASYABMAWCDjWcAEmAATYAJtQUAlAlnMzu04k5qGZh1Sv5qb4enji4mjRqGsMB8rvvgUZn6ByC2SYfZj98PayhS//PQTXLsHo29YX5hfZaUQTZ5++mksW7ZMa8Si3NxcrFu3DrNmzYKpqWlbjPsdbyM/Px8pKSno06cPLCws7nh/2qIDFRUVkljk6uoKXV36rmhBKSsrQ3FxsSScuLu7a4HFQHl5OVJTUyXht0ePHlphs1KphLiZmJubY9CgQSq3WdFQhdjYY4iNT4FPYBBGjR4KE2pFqZDjwrFN2H6yCFETp6Gzqy2M9YDzcbFQGBnBq1svmF2jN2+++SaeeOIJODk5qbyv7bXCkydPIjAwUBojbSnx8fHw9fWVFiW0pSQkJMDT0xM2NjbaYjKSk5Ol77I2Cd7iHiPstbe315pxXrt2Lby8vBASEqIxNq9cuRLh4eFSv7kwASbABJiAZhBQgUDWjPVrfoOZozN69Q7BobVrkHD6NGZ/8n8oS7+IR2Z9R6s+b+P5iMF4dvUKKAuSsSvTAKEhwQjxc/gbJSGQzZkzB7/88ovWCGQ5OTn47bff8Pjjj2uNQJaXl4dz584hLCwMlpZX+xFqxpfnZnspBLLq6mrJq0hbBLLS0lLJm0q8lAtvQW0oQiAT4q8QyHr16qUNJkMIZFu3bpXEblULZE3yOuzbuw+nklNBXxziqQsXvyDcO2IAKgoysHjJSjg426NczwVTxw6Ck2kDdsYch6G9K6Ki+klC2tVl7ty5eOWVVySxWlvK8uXLMWLECDg4/P2+21EZ/PrrrxgwYIDWeHKKcVyzZo3kxdmpU6eOOqx/s0s8yHbp0kWrRIjdu3fD29tbEoC1pfz444/o3LkzIiIi1GayUlaD06fisffIKbh4+mLC5LFoXba+cGILYk7mIHjIaHTz9YCZPpB5LhEVNdXwDYvAtZZ6FyxYIF13xeKEthQh3opFUW3xoBfjmp2dLUWI+Pn5acswQzzfCweP7t27a01UjIgQEQsy4tleWyKBxIQWEYLiGmZicq0n6o455ZcuXSppFDd77dZpptKCpBlyWSN0G0pwiS4Qe3fGQabUxV3Pz0RjehqenvUDNu59H89EjseclZ8h5ve16D10DHpSKKbJNaLMCgoK8Oijj+LVV1+VQpREES/XItyyo05GYfOOHTswdepU6aW6o9r516+QEE0yMjKkC6u2eDSIsFIRcujo6Kg1ApkQBcVNVHhGuri4dMyr6FVWiZDpixcvwog8mMRLW0ctQhQTHpHipwixPE0LI+JlbdiwYSo1WSmrxvZdB9BkZIZ+fQJxMmYvtu46jTe+eB1VSXvx4pIcfPduNN54cRGmP/MwxaxnILPaFH7dQxHc6dpeNLNnz5buMdr0AP8TeW6PHj1auv5oSxELbVFRUVrjvSrGddWqVVK6Bm3yWNm8eTO6du0qCUbaUnbu3CnZ6+/vry0m4/vvv0dAQAAiIyPVYnNTYz2OHT2KI3EJoBcQ6DQ1w8LdD49MHAlZeRaWfLsKxmbGqDFwxoihEfBz1Mehw3GoUBhh5F3DrumtLFLGTJw4EcHBwWrpc3usNCYmRvJs1BYPejEGwltZPOOL+402vMMJmy9cuCClBxo/frzW2CzeabZv345p06Zpjc1C7lm9erUk9GtLqhwxv7/44gvp+3yz1zGd48ePSwKZf+cACl+whE5BHDZt3YEVCXL4hkZjzt39oVuRi2UffoSnP/4/PPf8V5g+xh1bqzzRzdESA7pYoVGHxCA9E7jZ/xkEI16mxQ1FeJu0XmTEKr9YjeioF53a2lrphVqolK2iYHu86amyT0IoEp424mVNW3LNyeVyNDY2SnNZW4pYURMrLmKMtcVuMc7iJqqnpwc7O7sOO9QKhQLC+1XYK26gwl6xst+vXz+V2tzc3ASFQglZVTHycjIQeywVxXly3PPqdChTDuPlL1Lw1bvD8dFrv2DsAwOReiEXXp27ISK8D4yuk+pPLMKIHGSt4yNWxTp6LsT169dL3lQdeU5ePfGEcCK8qbQplFZ4U4mXcW0Sf/ft2yd5bmhLGL+Y54cPH5bs7ciegmLxRXjdt67HC+FFhCsOHDhQpfeY1sqaKG/y/oPHUFIrx6CoPkg7fhSLv9mMz1cthOJ8DF75Nhvz5/TH0kVrEDlqCJwtZUjLr4VLUH/09b+2Z+7rr78u3Wu0SSAT4q3wVNYWD3oxf0QKAyGQDR48uMO+q179pRNODmJhVAjAHfX9/GqbxbO9eK64//77tcZmcf0VoeKjKHWWNqVuEN6/IiLmpgWyCRPubm6i1ZX5/3sLvXoGQ69ZCYUIs9m8Aav2nsKAB1/DE6HGaKbfyenlRs9AjgUznsf42Q/gm43JCO1pirx6Y+gbeWLO1L5XzMFWj4TWX4ovXkf+8rXe/DuyjVdfZLTRZrU80WlApdo41tpis/Acay0ibFh8bvs61qTA6cQkSUzWNTCED+VusbG2QtmFk9i9bQN2pVIYA3kkPzKmL0xk+fj001V4YsYQrNibBXfdXNTa+sLZzReBDsYwNCLPYxNrOFpduRGIyEEmNo5oXZAQD/NiZey2+96Ov49paWlatSmKGArxAC88V7Ult2frqr5YeNIWz2xhc1ZWlvTgri35TIXNIrRJ2NuRU1SIBTYRutZ6nxHvBsOHD0fv3r3VcqW9vBhTQ7lT8zJwPC4d508VYOYn82By4QD++2UKXpodgVXfb0OPiEBUy2UwMXdE9IjB14yIEZ0Uofyiv63ejcKzXCzIdOR7jRBvRX68juxBf/UETEpKgnB2EN672lLEdVekE4mOju7Q8/mv4ylE0P3792Ps2LFaY7N4n9myZYu0MNFR7zfCxtYFmdbxFkKo8I68WaFfp7FRLr0D6unpoq62jl5kDKQVeHnpOWw9mYQdpd3wzX1Bf7TTjLKCHfgi3h/TXBKxrcATvX064fS2lWjS0cO8Z57SlusJ28kEmAATYALXJUA3FXktZj4+B2XlFTC1dsLc2Y8hPDQEzU1KKClZ/4E9O/Ht2hhMfOErTOlqiCZlIy3OkJcZiWVfL9iIIE9dZDXaoLm+mjaFMYbCrS8eGHJlqKvwfrucJYD60tEXYQRubRFt/zq12GbtuNTwOHfMcRbj+tfrdOsCjMpyuNI9JYly4dbXN0BX3xCeHu5wsLdDZc5ZHNqxFuvjS+HS927MnTQI9nrF+Pzz1Zg4pjdizpTBpC4HsHOBhWsgujmZwsxYFwpDG7jYXrnRlgjTEV5wrTvUCyFXhB92ZIFMiLfifVCbvJVLSkqkRT1tSSUirjhiXouoL20K5xcRE0IYFOlEOvJ3+Oo7ilhsFB7LQuDviEXcZ0S0k4iKaS3iPWHChAm3kYOsuRgvzpsP9x4ReOCB+7Fz9Sqs2Xccj7/1KYY7t+zUJ3Yae3LgYLxJLnq29gV4ebMcUX6euHToqCSQPff05I7Im21iAkyACTCBmyVANyrhjSxuWOIBRFeHblwNMsrNrw9TYyOUZiXhwOG9OGtzF14b9UfOIQrDTNz5E1JMwmBacAx1pu50M3dBUfoZpFWb48UZ42+2F3w8E2ACTIAJdGQCjTV45vmXcSkrByZW9pj58HREDx5IizFNEMn6E08exttf/IAJ85fjgWB6MSTvZrEYo5QX4pcfd8DKoAZycwcUlNTBz6EZOZZhmH1XzyuIaVtEDC/GXCevQwf8HmnjwkTr/NYmcUxbbL7WgsytRMX8JUl/EyVqzsGXX35DLnj70HnAKEx7dC4Ge1nBUOhjygbIsymGP30AHulvDxuTJsSueBk/bzgB/+Ez8cD998LJpGMqkh3wesgmMQEmwATalEBN0Vl88MVSmLoG4MkZE3B40yZ8veYg5n+9BOF2fzyM1ufgzbeWYtr0qTCoOIODhSZwcbSDojgHF2vtMOc+9eSsaVMQ3BgTYAJMgAmojsA1FmMaZHI0NetQWLYJqosu4vDuNdhrNgEfjvejxRq639BiTMrBNTin9IJeRSYogQysOgVBv+gMtiY34sPn7ldd/7gmJsAEmAAT0CgCfxHIRL+VKCkuQUVlNYwtrGBr5wDTlg0oRVwHmhurUKa0hLWxDvTo/tJQmY/Syjo61o7yRlijxc+MCxNgAkyACTCBKwk006p9CYW8LP1lJdZuPoqA3pGY8eLLCHe3gMEfN4+ETZ8hw2EiIru6w85YgZ2/foZVW47CK3wS5j5+L/3OgLEyASbABJgAE7gugdrSVHz93QoUKazw8guPIOVADF7+aBneXrEGAx0oF7I4syFfCrUMjxoAV+NSHM6sgYG9F1wasrE7wxCvPzGSCTMBJsAEmICWErhKINNSCmw2E2ACTIAJqJ1Ak1KG8rIKlFfWwNjUHHZOTjDR+7PZ+qoSyv9iDRNDfeiTaFZTUYyKqloYmlnD3o4XYdQ+QNwAE2ACTEDDCYg8l2UF57F27Rr89OtuePgH45H/vYtBnawuL8ac2/Ut0k0j0KNLZ7hbNuHI1p/xy6rfYeg3EvNffgKOJoYaToG7zwSYABNgArdKgAWyWyXH5zEBJsAEmAATYAJMgAkwASbQrgg0KeWorKxEaVkVDI1NYO/iCtO/LMY0VJehUd8cxkaGkmhWV12O8ooK6BhawtnJjiNi2tVocmeYABNgAm1LQOUCWTPtRJaTmY6fyJVZ38Ack+Y8Dh8zE+iLmP8OWMRKVUpGLjJySjFqcC/KYkCFQokaMg/h63XHUFPvisn3RqOzr7MUlqrJRbL1RAyOnjyNsiYr9OrTF1F9e9DYArX0cBG7ay2OniuAb+9RGDmwG6wtjFtc2TW6NOHi0ZXYf/IC8nQ7Izw8HFG9PCmHBW3SV1OCzPhdWHUgE6bmIXj00UGwMDPsADb/OWDpR/aiQs8CboHd4EI7CSrrSnDhTCx+3XmWtjj3x+PP3g0zcvXpCOHVCbt+xt7TuahuUBIAQ/QZHI2+Yb1g3VSFswlxWL/zOGzsO2HyzMlwMjSgxPMaPbFbOk/X69VffYULVTXwiJyEQb394WZlgGbakOXEiePYuXsfHDw6IXrqFHib0Pe5I9jcAYaNTWACTIAJMAEmwASYABNgAkxA9QRUK5BR0su8C2nYsm4jkhsN4arXgHJTKzz50ANwsTRvEY86UFEqGnHuTDxWbT6MWkMPfPSfKTBokqO+OBk/LVyJWisnVGWkw7TLIIwfNxiBnWhLaA22P/Xkbuw/FI+y+iY0Ncmga2yB0AHR6BfohqSju7DlcArlrbNBQU42wu96EAN6B8DGXLM3bqhI2YmVm/ajstEYjXIZ9J0C0H/IaER46iAz6Qg2bDwMXRva/SghEX7jZ2Py8GCNt7l1itbkJWE5JVCvc+qBEZOmIMiuGRmJx7Ft60FUkfgto3G2oNxQj0+OgAXlhtLkuQ004rvnH0KuQxeYmdDGJDqGCA6PRM9uPig4cxy7Yo6isIl2X5TXw9C3B554YBzMSCXVZJsbZTJs/ek7HLkkh4OdLkormhA2YiQiQzqj6HQsdh06hgKFDmyMmqHv4ISZ994LGxH3eIdLs0KGypwkfLlsK/XECdMemQRvZ1sYdFD1rrG+CoUXTyG9ORADujhCj+adWIg6um8b4hKTYeHejYT7/ujsbqPR81FMq2Z6hijOu4S929chvagRLl0jMXV4GMyMKdyJbI7dvxMnE5Jg4RaEfhERCHCz1Xybaae94oJsbP99KbIr9dF31L3oTzn4TCnMWIxz7MEYnDyVADPa3CI8MgqBbpo/zn9eQuhZQlGAH36Ox10TouBgayGN84nD+3D8ZDxMXfwoR9QQdHHVfJubZNUoSI3F9+tjL5sf0H8MBvXpAntzA8TFHkTssRMwcfJCOC3OBHUAm+kbDXldDQ78vgInMovhFDwYoyJ6wNnGXFpIjj9xBIePHIWxgwciokchyFnzx/kO3x65eSbABJgAE1ABAZUKZE2KWhzbfxg//LgfLy56G6704PP6s7PQ/9nFiO7qASujO/9ypQJml6s4n3QKx47txeFzxTCw7o3PXptCftrlSNu5CAtirfHmfx4GLu3Eq4sPY/zkqRg9OBQGGutGJsPqzz9CmbEPBtBLtF1jBjZs3408HQ88PiYE6775GubRj2L60O7YvuQF7K4OxmNTRyPQ00GVyNu4rmaUJqzHtou26NWzO2wrd+HnnRfR5DwcT0Tq4Mi21UixGIpnp/VHytb/w7x1Tfj63dnw9XBs436qvrkmRRliNmzCzg1bYN9nOMZOmQpPZSYO741BXJkb5swcgYK4dZjxwUEs+/lTeDlYSS/umlmaAUU5XnroOUx65T8I8PGCqYEh9PX1IS/PxLbNe5CUo4OZT01GdepRfLRoJZ58fyF6OZFnrMbaTLsWV5fgnokvYPpb72BQFzvEbVoDXb/e6N7dG7t//g0Xihsxfd4MKDLjsGLpN+j92OcY19nqzg4xLUCU5aZhDfUvx8iWdhzLhq5PCO65OxreLnYdbBGGXi5rypB2+gB+37oLFpFP46kRnekeootzh3dg5/GzaFA0k3DfAI/O3TBkSDQ87Uzv7PjcZutFuRdwKGY7EjPLYWVhiqz8AvQZNhljI7ojN+EgdpHNdXIllBQ+5eITgOjokfC01WybS/KzcGDXJiRml9LiihUJ1eUYc8+jCPZxRubJfdh9PAmVMgVpDQo4evpg5Mgx8LTRbJtbpgnN7/oa7Nq8GB8vL8WiL59DZ08npMbuQ8zxRJTXN5LXvRK2rp4YPWY82Wxym7Przp7eUJ6HhO3f44vDDejj1yJ0+4QMQXiwH4qTT2DPsdMorpXDUK8ZFk4uGDd+IjytNNvm+upKnNy9CTviMmFvb4Gy0hoEDxqJAX2CUJEaj73H4pFfI4cJ7b1iSpuC3T1hSvuymQR7eVEyFv2yDdW1ZhhNz7Rd/T1hrLH3/X//DpSkHsB5uQe6eLnClha4ReRIalIcDh86hFo9G4RGjURYgIsURaHppYmcHPZvXYnT53Ng4BiAqMh+6OrjSosuTci9lIE9O7aisBYIHT4ZkUFuGvy89+dICceOozHrEZ+YAstOPWihaQAtNJEwTXO9srwEm9etxIX8KoSOvocWajrBUixOdZDS3FyL9LSLSDxXgXF3R4JiJUinl+P3X39GWnYxukSMQL+eXeFoaaLxC2+NVXlIjDuKrYfOSaOnb2iM7kOnYngPD5rHtAHW5vU4ez4Dbt3CEN63Lz07mmu8zeKZorqsGAc3r0XcpVJ4ho7EuEiKZjMzpusYzfuDe3GCFt6sPDuj/6Ch6Oxo9Y82q1Qga6zNw4FDJ/DrHuDbD8fTxJMhadXz+FH3ETw3sgs94Gi2N9HV14gj+3agXlGM0kZbHDtZiw9IIGsozse6t5+E1VOLMNLPGcbkcfHGs08gZOhdGDJ8JMyMNNWPrhY7f9sD18AABHT3R0NuCnYeOIH0BnNM6O2CRf+3Av9Z9gVcyIuj/tIBPPHVETw9YypCgnw0/9JKO7ieSTqDzPRjuJgNOHuGIti+GLvXrMSIz76HP1mobCijC+4MfLFoAXx9vTXb5mYlXVg3I+ZEA/TTT8K+R28ER4+BcWYsThw/CruRT2BYgBNqKiswd9pIPP3V7+jq5QSjduBddEvg6cFAWZGOqTPfwNgx0bB3sAVMrBHUJQCmdRexL/Y8aqx64ZG7e6CiMBvrv/kfGga/i5nhmmyzDFVlZxD5yhHMH+FBSfH10ERec7169YSLTQOWLItDldwOL88dBFlxGk4dWIUfZVOx5L7Ot4RYVSc1Ulhz8rGdWLDqAt79Yj4Mcg/jlQ+W4e6ZT2FASDdYGHacRRhFfQWy0hOxi8Jcz5xOhv+0//0hkDVi8fw3YNBtAIYOHYDi+A04mJwHr34TMbGfn6pQ34F6GpF47DA2rNuBiPvmIDLAGvtXfIAfMzvhwzl3YduiRdDx60P30UGoSNyKA2cuwL3fFEwJ12SbgcKcCzhx9CAcQ8agp6spPp87ETZ3v427BwZgw4IvoXQPwpBRw1CTQh7ccYlwDr8f08hmTX8/FZ5FaccPYM2R3dh1RB9LFj2PAE9rLP1wAertvDH0rhGQpR/CHvIwcoh4GPf199Vomyvy6V6y4isUd5+Je/p7wdDICAb6eiQ0yLH008WoNLbHsInj0JR1DLv27ob9wMdxfz9vDQ5rb0Jhbia+fO9TdJ7wCMaF+SEpZiPKbQMRQoswe2k34+ImMwyfNhF6eaewddt62A6Zi+ntxWZ6DpJV5mDF1z8jS98SOqWF0CUvzlGjhqKHP71k3oErpDqbbKZFh+KMOCxf9iMUXe7B1Oi+tPBphuzkeOw/HEsLZtXS+wyMTDF28gPk4XiHF8tuG0YzDm9ZiUOJl6BnaISK6io4eNG1duBAOOlV4/D+fYinl2wRBVNWU4vJDz2Frm7W0gKV5pZmnNy3BUcSzqK+UXiiN8HZuzOGDBsF6+ZqSpNDz/3nC+FqY4aC8nKMnvQAevl3grlRB5jt9Jx/Kf0UVv++DenF9vj8o8ehT1FBsVtWYfu5QthQepzKulqEDyKRrFcP2Jpq9o7pFRdOIGbnVuxKb0YXT4qwoDkeEDGWohBckLB7A3aduUj3Fh3ISSAMoHe8IQMGwlHDI74qSwpwfM92HEzKhZ2dBYqLKhE2eiIG9PRDzil6loijxUZKoaOv1wQ7d0963xsHN0oFdb2iUoFMVnqeLqSHsTbNF988HyWFB+TFfo2Xz4XhzQk94GOv2ath14ZYjC0xtPp3pEUgq87Pw4K5sxD14VJEeNnBiC6mX7/wNHxp1SU8ejiFomn4hYbEojpKbnqWXmTOZVfCo1c/ODVm4f3Pd+CrXz6CtXhqr0rGzNfXYc6saejdXbNfXsSYixW0xYsX4+DenegR0hfjJ92DKsqzt3bZajz387dwFjaT9+SM0ffija8XoJOvZouC+Wln8N0vvyBi5D2Qxe1FmYk9upFApkg5itgjseg5/TlEeNuitqoCHzw0CXe9/zOC/VxbHp40sdCNs6EoFS++8xWayJlMT6cZBRV1GDpmInq76iHp/CXAewgeHhaA2tJ87Fv1BRJ9SPQf6k0r3xpqs6KG5vBG9H/3KELp/mBuoIOy7GQMuW8uokNssXFfJqoNAvDyg6FoqsnD2TN78N/4QGya3eeOjnBlwUXEbl+FOMOhePW+UKkv377xOMz6Tceg8FC4WnWc1U5ZVQGtdibjxPlyOJeexnnf+1oEsqYCPP/UYoydNQX9+3WHTn48Vu45gwI9b7x0z0ANFhEakJGagcRTeeSpEQ39xjpc3LMUC1Ls8co93fDFu2sxeNJIDBoUAp2C01i3PwFpjd6Yfz/ZrOlqET0r1ZXnY//xM0jcsxM+o2dhWG9zfPLOOoQNG4ARI/tCpzCB0hicwslqb7wzXdisuUYrG+tRkHEWm9ZtR+CEwVgwfzs++GwO/FwUePeNtegS1ht3jY+EblESdh+lB/1SX3w8Y4BG25yfmYqln/wPiq7j0M3VDNDRQ1DPUHjYyfD5J1vg5h+AKdMGQa8kBQeOHcX6fH988Uik5trc3IBLmUl44Z3VeGTiQMjp5tpE2Uq79wqFm10jFn65AxaOnnjwoaHQK0ul8NL9WJrVBUsebx82K+W1yEvYhlcWnMJ/P3oRjhQ18cnCXxE0YBRGR0fB1lhTF7v/fgsXXjRV+SnYvmc/juzcDafhc3D/6P4kkBli+/JfkFpUj/C7J8G5MZs8jJaiNmg6XhgfckefBW6vcXrQQy3enP0c/EfNRPSAnig4tQlrjuehc69w+OuUY++e4wh94FGEOAGrFryIvK6zMe+uEFiaavIzBomC239DvYUXgoK6IePAbzh57iKCxz0Gb91i/Pjpt+g752WMDnbH8vdnIafTZEyLjoCvo+Xt4W4HZ5dlZVDE1z5sOJKMJn1/LPjoUSirizF/+tOIePFNjAjxxd6lbyNVPwCDBo9AH2/NTol08WSMlKbAsMdEjOzpBj19AxgaiGtWPd558hV4jpqEYVGhSH1hZ8IAACAASURBVI35GfEFMnSPmoJhQS4a/CylRNq5RPzyA12jxz2AMSE+OLbpV9R69CMvbTes+Xwxml38MWz8SNSm7MXeo7FwG/IYpoR4Xtdm1QpkFRk4cPgofkt0wpJXoiF2kcnc/X94Ny8a88d1h7ddxxfIagry8O3zj6LHGz9gkLcDedXo4NPn56LLoNGIHE4CmSYr8SSO1VQUI4XyEyVl1cOtcyiiw5yQfOoEPv5sEz5a9gkolRGUJacw691tmEsCWUg333Zwabz1LigVCujo6kqfxuxjFD68FEXNThgzoB82/bIKj3z7HdzJ5mZ5Fe4d+yA+IIHMS8M9yBa9NAtVXgPQs4sf8vdvQpG+NXqOGA/L0gwkxZ9A52lPI8rXXvIge/3Bu3Hvx79QOJCL5nqQ/SGCKpt1KOyFxpreO0/v+B778kxo5UwPhvWVULhFYsbIIFSX5GLn0o+RGfwM5kRRqIWmCmRKEsgubkPEuC3Yte9zODlaozz2K7x2wg7hgTaoyC5HtY4XXp4RDkVlFhJPbsP7GX2x5rGet/5lUsGZJVmp5Ln5I/I7P4jnxgZJNW747GVUB9yFgf1CKNzu+qtBKmj+jlRRRV6LR1Z/+6dAVpOEWf/ZgAdos4gBYV2gX3sRS7edxKVqa8yfEa3BAlkr3mYoaGU3/8J5bFixEp3uehSDO1XgP+/F4C4SyIYOCIZBbSZW74lHQoE53nlkuAY/1P1hs7wGhSmH8dyHyyC38sLcxx5GqGsl/vvpAUQNi8LYYb2hX3cJGw+cwt4MY3z61AjNFU4o1KE0LwMHY3Yiw6Q7nrrLEdOnr8Tr7z+JQLsSvPb5QfQMC8OkMWEwqMvGjth4/J5khK/narDNNMzCm2rZ4g+RVqon3StrSi7Bb8TjuDfCCj//dgZegcG4/+5wGDTkkadgPH44boCfntNgmxurcCHlAGa8thw9KTctzAxQkZ+OnhPmYEJfG6zccBY25JE1axqFOsnycez0SXxywBCrXmwfNotdLo+vXYDdTdGYNzUU1uRdsfrL11DvHIKIwSPhZ99x7jVKeR1KMo5jw7kmeOXuRroriYBRveFF3uQ/LPodCmNb3PfYRJhU5eL0iT345Kghfpk/TYPvNUIgK8fPX+9G9ORoODtYozghBr+fKoCjtw9My4tw5EQ+ibtPwFxejeLE3/HgGmD5K1PgaK354e3NDRVISU3H8UNHUd9sjN7DomFak41PP9uDz5a9Dit6CK45swJPb2nCU5OGoo+/yx159lFVo/KaYpzYtx9ZtEttpZ4V0k6V4Z0PHoa8JA1Tp3yLJb+/DXdbS8hSN+HDmCr06NkXE/qRx7IGL0LF7dmEXTt2wChgAHwdTMlL0pjuq5FwMcnHI4/+gkfm3YtQ8qxSZh3AskOXUGfVA0+PoQVXTbW5qQanaDO1Bd/vwj0j+0FOekUzLcj07hsBZ8sqvP3WJnSjhbfx48OlxcbdsScRU9kNH08Pu67NKhXIFLJyHKSwu6VrLmLxwkdom79a7Pp0OpJDP8T0CF84mWu499Q1v61XepApygtw+Jt5SIt4Dff38YWJTgNeeuEVRI0ajxHDh2muxwnZLh4Ydqz9HplKR4QNugth3tZ0g1Qi6/wZ/PTxQkz6dCGCKNlswck1eGNzIWY/OAE9O3uo6hrX9vXQF6wgMwPN5jawsrKEYbMMa35YiuLicowbE44jm5fDdfYXiLQ2Ql1JBu5+7B0sWfAefL09276vKmzxq/dexPGz2ainXD81xYWgrQkw4O57MKSbM3kdJaK26zRM6uOFyrI8zLjvAbz/wzoEuNtrbn49GucGCt3LKVHAhZK9G5HolbBrGQ5kG8DVmVaRKouQr/TEE/dHopxe7JZ+9jr8Zi3B2CBK5q+xOQVpxbjqDKL6/4jft78FN2cr1KRvwAfHTRBKYdFFxxJQVqmLF16cgNqcRBzd/D0Sg+bj1aHOKpxpN19VWU4a9v2+DBc8JuOFu4OlClZ9OA+N3SchKjwEHjYd56Wllc7fBLKGVDwxbxWmkUAW2bcr9CrOY9nOeGQ3OOK/04dq8EuLUKopL5WsDrnpyTi6axcau92NewZ1hpE8Dc/8dz1GTRxFAlkP6FWlkkB2Cknldnh7xjCNFsiaKUm/krxr9CjcTgiDv37xErZXd8eb93XB4h9iMYAEstHD+pDNadh48BQO5trg48eEzZrpQdZUX4KTtDvyB9/F4plnJ8MY+XjzzV2Y+czDGNLTCB8vPIgeYaGYMKYf9KszsPNIPDZdsMZXT2quzeK7LDagUFLOQD1axZdGLms3pi1MwVN3+2Hf3kx4BXTDvRMjoF9ziTwJT2D5ORt8N4e+zxo6zlBU40LiAcyd+ysW0Q7RHia6qE1ajSfXllGuWi+cOp4Da1rRn3HvQBL5s3EsLhZfxtngl+faxzjX0mLw9iVv4bzPTMwZ3Y08hwwQ8+PHyLOgENHIwbShAHkBdsBy+Ns3kWAzpEUgMy3El9/tIhdzdzw2awxdh8uQlHQcr62mVDIfzNDse83l9ZgmVBTl4sC2bai1cEfv3j5IiTuFQ2dleOv1h2HSVI+avKMY8X4K1r0zHU62tMGEhpem0lT8/Os6bI/PQY++A3DfqFBaFD2Ld38kL9cl8+i9la5QJYdw71cZeGbqUPQLctdcixX1OHd8D46ml8HJzw8m9WXYvPUS3njnfjQVxGHUnL1Yu/wlSi1iAd3yOLzyazp6dOmOaVFdNPfaS6OVQPnRN/7+G/Kq9aDX3AhZbRm6Tn4Vj/Wpwoz/HcOzc6cgrLsX9KqT8c2OFJQ1ueHlKaGaa7O8BCeOxeCVzzagq60Vmul6XUGpoPo++Dom9SJHpR8T0ZsW3iaPCoF+/SXsoJyfa85aYMnswW0jkIFWBmMP7sGHXyzGhBfeR9embDz6/CdYun4pAp0dO1zMfssV40qBzIBWgqvP/I6oWb/Rg97rkMUvwtJUfzz04DQMD/MhPVNTixIbF87H+aZO6NKbdg9zNKYIAQOYWVhCX1aGjZSo/VBVd7wyayi+e2sW7EbMx32jIyl8QJMfIpqx/9PH8WWCA0bdNRzd9OKwefc5mPqPxrz7u5NosAKfbKrBh2/ei8OLp2OP49v46KloeDho9g20iV7YmulFVZTYH79CtoE9ug4bi25m5di9cR2+2ZSBeS/ci7y9X+Hj5Ehs/HIWHDQ4qaUIBS+k3UofeP5nPPnCk/Azl2HhknXwoYSdD44fgFhKXr/xyHlMeYhCTlMPYuGOIqxZ8RFsKHxaM19RW65BNZRA+d67ouD1wFe4///bOwvoqq4sDH/EXYlAQoIEEtxDcCkQ3N0KhRaXQgu0tDgFCi3FKVK0OEWCBJcQJDgETSAJCcTdfXZSZVo6ndLO8Og5a3Wtsta9N/d897533vn33v+ubcvSeVMp37YffTp44rN9FecfPKVFj4Fohdxh066DrNy6EQfxKvt/jrTYUG6e2ceBZ2WYNdKzwPyPBZNH4Np2RGEGmY3xmxeE+ZVApp3GtGHT8OjVg3r1apIVcAavy4Fk2tVmuDRM0eSRLeLYg1uX2LNPSgt7T8WzgrWUohVkdqYya+x8qrb2pFFTyWp8fI4jfg+Jt3ZntJS9aOznUHyOUpOSiBKvDFsnBwzEoD0t9CxvL3vAnNGt2CslXa4N6vNWq0bkBPkWmteHmtVnQscaGisKZieFc+P8ERasP1IgG8l/mQQGxuBQsx2zJnfn6Pr9lKxShVadmpEb4icekFcIMG3MpE7VNXbO0rKRjHQp2XsajW1JRwxFDE17epJRX0k26MC3uCKdsos6laJjr1bkPRND9As+3DRuySedq2juhoUMnj6+zcfvrWXad5JZLx4/GWGnmbzzOd09a+Dv7YueRVFZVztQ5PktLp4/xkWjtszo+nrMOS0xhlMb5nLDrhdjOlTFXErrDq+ZS4xFJdwbvYWbneZnEv3WWvGCQGYax4rVR2Szac87QzpgkB7F7VsXmHkwid0iFmns9+4PE8+X79/4yDD8jh0h2qAktTzcKW+fjZd8Hs/fTmba9MEY5qaSGHSK9kvD2T2jL3biz6W5Q7Kzc6TQWSoltKTLws3zh9l3+gpGJavhWVafeWtusXbtRIxlzc0JPcbb6yMYIwJZHTcHjZ1ybvx9vlzpRQomtHzLjXvS+dv3ciwjx/eitGk0nd71YtvWKRSXDsr54ef5dG+odK+vTveGbhq83siK88M+TltbfrNLFmTsw5M0XRDIyc/qMna6D6PH9KS2eEEWib3B2pMBJOiUZmIX+S2lqQGZ7FjJEjzBV8t8mb/9KxwlVp54YzO9d6Qzs5cLu/c9oroE3rq0KQg2BnLs0g32B9mxYujL7Sr+0gyygk9QdkYqt29eZ97irzHSN2Xw3Om429lI1xfNlYZ+/5shnrMX70h6eBrvD2+FbkFaX8HLKMbJn64X/ybp+DdsfF88apUtNMLW2JEUxpyFS7h+7wk6BR3+ClrYGFtLJO0txvZtJ4vMUw5uXcWJm2G41e3BgK6NcZAOEZrb2fD7J5WVmsC5TYs4du0Rz9OL0sLTk65dm2NsqEN6dDC3Tm5n2eEADA08mDq7j8zZTOPn/Mt39MZ3W8TbyJKydRvjYmNIZmwIN3yOsHjnVfl8l2faopE4SMq5tqZ+qf4w2YKGIgHXjrHy28NERWfQtHs/Wjath6O5PtmJEficOcm6naewsXNh2KejKG9trsFi9/eTLhBBE+Kke9wn0wgQP7kavYbSpkFtSlkYkpWWjLekZ+/csx9Hl7J0HzWSWjbW//85y3fr42tnGDxxJZOWLsHw/jY+P5zGlEnvUqdS6TcyCPNrgUyLbxdN5HqyPY3q1ePp1YNEZ+vTYcAoajlLKZPGjjz8L59i746tlGozGndnEzEwl3XGwIwSdlbsXjmNGwlW1K1bj8jbJ3iWmEnnIR9QS4zdNXdkc/fKadYuWY5j27G0rmzLilmjsGw2iWFdG3J220JuxBlT26Mh8VKu9jg8hp4jP6amoybP+ftsqrwCw0fJQM/Pf0KfPluZ8fkIyjnbsXPVHG5E61C9TmPSg67gH/CYvuNnUtNBk03Bcwh+eI0FH39CmV4f06aqI8tmjcW64VAGdGgqAtkqrj3LoqpHc3LDbnHl5k0GfzxfmjaIObzmvtxEh4ewYt6HPLJoxcTuddm8dAamtXrSu20z6ei5Hr/gBCrXayXdiB9wxuccw2d9RTX712PO2WkJ3D+xgXUPnJnybgsx8dZi7cKpmJRrRJMWrSlhrtkm3i97rV4QyGy02LpiM8lShtfxnd4YJwRx9dwhvosrz1LZ72j6SI4NY/XS+VjX6kYz8TB1kAz0gqYZpw8ex9f3npQHv0/R3EQCTnzN/CdVWDy0Jda/Y+r92vPIyyQ0OEKWVDPMzEUQSg5i36mr3InSo199J5bN28rEtfNFXNAm2Hshy4NcGNS+CZWdJVCloSP92Q3Wb/2O034PCteb5OQU4tMMcW/VjU+GN2Vk+4nM2L4YF6keiTj/DVsDjKnp3ki6PWpw1pzMMyE2npSUTKyK2aIrIu/zB6fo+9kDdq8bxMxhX8hv+gG4SzfhpNv7Oegfh37ppvRvqMllpancvHSJr7/wZuK6WThJsDw1+CjDN8cwsX89vNbsp3S1KrQVz9NsCTaeu3yVQKvWfChWLS8TBf9ygawgIpiZkcFzac9eREtHOv45oi8/cjV5kf/97wWJAKdlkJaeR1HpmvD9POWHX2YSoZEJ5OTqYycfPENDPc1mIH5ykdGxMs+Mn3HI8zUyMcXO2kL85nKkK14U8fKBNDazwUpEEx2N7vby8zTT4iJISEkXk1ldzC0ssLT4PkOsIPMoMyWe8Lg0KY8xx0E63Gi6IPjv73p6Yjw5YiasZ2TyvceYZIlmpCYRHpOCtrYRjk42/3/R5C9auHMyU4iQ8tns7DwsrItiamqMWAjKnOUznppMVEyidIIxwK64HeJp/8aMqFAppxWvPRMbeykjMeRHW7VkyWyJjY1D18CAovbSsfN1EEFF1MvNkO9W//NMWrSVIjn2jJg+kprlnDGWrIw3caTESMbN0d0ElWhLn/ql5HtVOgXL+3ho90bOiT+TeWl3WrVpg7ubo2Z32JLSuwunvVm4ehc6BsY/l2yXbcr8kd2wNtLm8HffcvbCFcxK15A5t5PIdgnNnrP8VsiRZgSP713jm2UreJ6pL36lvRgoBvV2liZkScDx8N7tnBGvGLOSVfBs3wkP1xJS2v2mBBwLBLJQJkzwYvQHfXAubk2mdLf0PrCbU2d8MHWuiGfHrtR1ddLgcvbvv5VyczIIC77L8vlSppemRcUWfcUrpZ5knJuTnSldwg9LZ7ETp6SazZVWXXtSX+asWxCI1OCRJ2tnXFQ4B1Yv4VxgOK7NetGtZT1K2VlIOXEaJ7wPcUQCMcbFy9C6R18alHuN5ixBs5RgPzwlk3X0vHnYxfuy7rhknPTsRsdmNXkz5TF4USAz5sz+DZy48ohilZripBvD4YN76ThhKa0qiXu9Ro8s5o3sjkm9IdSu5CJdC3Uoomcov+8teervy94DB9BzbS0d2035avZEen62U+bsIDY5mvw7I4Ulk8cSYVye+k2aEnv3NDcCwvHoOBSP4tl8s3Qu6a49GNy8PLMmDMFz7Dxai3VFUcn+1NwhzUEkGPN9VUwiPj6XOXAohJnz3qOIBILniRdXWqW36dG4ItuWz6Vs4450aNeeEhIo1tyRwal92zjofZ7KHQZTTqpi1i79DLfeCxjdthIrZgwnwtKd5vVqcdV7O5jb03PQUFysjTRapwh6cJNvVn1JlF1LxneuzVcz38exzQTebu3B8c0LuJdiRO26TUmQhnN3Hz9hyOTZVLI1eemc/waBTHNfKXXnioAioAgoAq85gQIvH9lcPX0eLTeqj72jrTRLkB+3r/lt/9nbyxPxMj0lgSxdMyzkh+qP80yKjyFJ2s/rGJiIR6K5ZChreHlpXg6pKSJExya8iMrAFAcbS/REAE1KiCVJIsDa+jJnC3OMNH3OhTPNJzsrg+iICAnCFMHI3AZrc8nK/UEcSUqIkzkny5yNCwM0b8acf/mIs3j+PImiBc/4h81nkgRmkkSg19YzwtzSSuasyZvSH+cq4r50C4x8/pzMXEnAt7TFytTwp0BisjS9SUxKREs26RZW1hhp9Eb85+db4LGXEB1BYnoWRlJSaWlq9JOonSzzTRTjbC0JPBUEpV6vOcumOjuTuICLfLJkG/FxRvQd/TYN61TCQu9Nlcfg+q7lPDCrQ+PaFXCwMhKRPh0/3+McPnSIFB0bmrTvTdu65TW6KROy1hBzl3cmzCUpMx9dHR3JHJN31s6Nju3b0bl+BR7cuc7u7Zt5llyERt2H0K1h5cI1VrN/Z+STmhzB3o3r8b16B4MS1Wnm2Zbm7q4SgEBKwINEYPiKR2EJNOo9nI4Nq2NrZvR9JvcbMZK5evWWBF+eMWZCD/n1KFYjSfGs+moe94IiqNaqO22aNKC0NK3S7GSHgkSlJK5fPM2OzTtI0S9KDc8+DPCshbGBLmkpiWzZsJprN+9Sqk5TWrdqRSX5HV1YGabBIzcnm/CQxxzcuIbzT6Ko2nYQvVvUppj4Bmalp3Bg327OnPXB2qWK+Nl2w720w+8GoZRApsEvg7p1RUARUAQUAUVAEVAEFAFFQBH4qwlI1olk/oVKMCYnVxsbadpjZKj/xmTN/xat9MRYMrWMMDbS/0nITJOM5cSEeCnc0sXMqihmhpouEMpzzRaPvPAocnPzfsagK0KtBJsKRNxMEQbj42LIFC3NvKgdFuJB92YMEaxjo0lOSRNh2hgzCbqYSoVTwciVYFyMZHymyaTNbYqJ756+hgtF//7E8khPl6YLKdlYS+fSH/OwoyOek5aRJUGLopib/Czga/bzziddsrHjomOkCkgHU0up7PpFeXBcTBQpqWkYmJpjbmau2YL3Lx5UgUiWKHNLTM/GxOr7INSPYmfBd1hB4E3HwEiCUFLZ9x+qTpRAptmfAHX3ioAioAgoAoqAIqAIKAKKgCKgCCgCioAioAgoAq9IQAlkrwhQna4IKAKKgCKgCCgCioAioAgoAoqAIqAIKAKKgCKg2QSUQKbZz0/dvSKgCCgCioAioAgoAoqAIqAIKAKKgCKgCCgCisArElAC2SsCVKf//wjcvXUNy2LO2FhbvXIns4LOeHFRoTzKLk79MpYvnVS+dHGMCRcz3cQcSpY2JS78MUGUpE6pl7egT0+IJDYxkXzzktIZ5W/wMRDT8qSClr5pmVg7FS80nlRDEVAEFAFFQBFQBBQBRUARUAQUAUVAEVAE/jgBJZD9cVbqyNeMwLIF06jUsAM1q1XF1ODVOrhlhN/B13sDs+O7c+p9D17WtCU3LZKje69w80424z6swZ2zO/iOjszr7PrScyIfXuDWw0fklu1C6/Jmfz3F3DT8jvtyLyCSVqP6Yv/GdJz561GpKyoCioAi8EcIZCZFEiGBh1QDRyoUM/kjp/zuMblpcdwOjsHOxobi0rHxpUOCMIH+T7Et44BBXgIPI9KkS6kVTtJZ62UjMzqAR6lmcoyVGCv/DQbaEoSJDg1BR8yqTYzExPiVaagLKAKKgCKgCCgCioAi8HoSUALZ6/lc1F39QKCgI0VaShIJiSmgpY2RdNuwNDMpbDscEx2JgbEZ+lo5pGblkZ2VQ35WmnTs0MPY1Aw9JNsrLoF8dLAtZoe+tE2PiYrEyMRUOhEZiaCVR3JyEllZuRhlPefCLwSyvOx0OVa6+eRKP3b5W6YWlpgaG5Pw9DI7d5zC/5kjUz9uj5lRLomYUcxcn/zcLBJiokmVDjD5OtIlw8IMY+l4lJeVSnpmFuibYaJXpLDdbEx0QUcgubSOLpYFLd0N9KR9dD4Z0nUkOTlFjs9GR1qfm5pbFnYMypX7iYpPlZlkyT3pYG1tiYF+wTmQHhfEd5v3cvFuIsNmjsHN3lqOU0MRUAQUAUXgzxKID7yAz637hBVtwYjGTn/2Mj+dlxZ8gdGrTtKmRUu6vFWn8Lv710O6q2VEMm3EN3T5aABOOkFs9InAxbUK7eq4vvQe4q9uYmOYC208KlPO3vSV7/VXF8hJZ+dXiyneoQuVy5bDXLO7wf/1fNQVFQFFQBH4swQkAJEYepNHOSVwKy57jVcM+OdL59XY2BgCo9KpU7nsS9YauVn5u/GyF0lOzsDOyZqMuOfcitKiYSVn2fb89pd8bno8sXFxxGBDBYe/IeAv+6DM1BQS4mIxdiyJiVpr/uxbpc57RQJKIHtFgOr0v5NAvkSt7+O1cyNrvj2BtoheTXoOYfzAnlgY6jBxRG/qdnyPmubh7POP40lAGLkBFwnWdqZlh9646YUx+8uvSU63YpFcw6OsHe8PG0ibrn1p0bwFhrrJbN64gbt3w5gytj9+xzYWZpCdHFubsFveTJv4BQ/iE0WSyqPr4An07NSa017bWbJsFVo6JanhVoeeDUNZzlD2Da9OYvA1Vsyeysl7EeTY12XQ4Lfp1LwmyfeOcP7aTbKrDaenG9w4vZsZ01cTI1/8htbFGDVxGi3rVsUoP4mLJ/azdec+rj14hm3pinQe/AGD3ipLXIAvg+fuxUU7iDvJjkyfOoG6Vd3QkWv47F/NmpXLuBZqQq0G7Zi/6iOVRfZ3vpbq2oqAIvDmEMjNJioyisxsCWwU0cfc0hwTE0PITiU1PZMsbRPMdCWDKjZOWoYbEROfRBFtIwlSmJCZklh4jK6RKWZmZmjnZZGWlkq+gUXhGpWfn0uctJDXtywG4X6M/fp7gaxz01pkynFJyclkSGBHR1cPM2kxb6IvgZ+Ao7wzeA+Dpw2nkXsZcvO00Nc3LAyUZGWkSXl/ImkSENLRM8JGMtH0tLUo2LTEZ+lJEMcQ3SI5pCQmkZwiwaL8fPQNDKWluTUGEiDKl3+np8QTl5Aq181D30TuUwJOBrKQFNxLumxM5HKFQSZbWxvkfwtHSsQdxg+aSZ2hg/Fs0YhixkZovzlvgJqJIqAIKAL/NwL5uTkEHpnLxjRPBr9VmVLWsv68wshJCsfH5yQLvUPxWvKRJBS85GI5KZw/fIHbd6PoMdqT2NtnWHBZl6/HdEC7YCH4jZEReY9b/ne4Tk2GNXN5aeXMn779/BxC79/l7NET1Bo7HreX3vyf/gvqREXgDxFQAtkfwqQO+v8QSOHkwQN4H7rG0JkzsSCF7RtXUafbSKqWsOJjKSf8USBbs+EQeU71GDq8M4F+x/ls9jbcGgxi9ofN8Jk1mjm5bdg6pSMLPxklAlm/3xXIDg+vRuOG9Zm8Zg9NXIuTeXcTn68OombTtnR9y5A9u3y4/rQ4U0eX57LXEhHI3mPvkHKMb90Z876TebutO2k3NrPVN4ZKddvS0C6C89dvklVxILV1HjF62koWbtxMBXMt/HZMY/t1ewYP7gIhBzh+K44ytdvT1qMYvseOs3m3Hx+vnYv5Ex9a9pnKkC/W0KtuOWxMDQqz6ApGXnok+7cc4OKdOMYsnICDns7LI0b/nwep/qoioAgoAq8fARGMssNvM2LIJPwjosnWKsugMSPo0bUB+Y+PcMDHj4c23RjgksKoyTOZ1s+TT1duF0HMnSnTuuB/ZDPHzt7GsaEcM7A/Dhn38T5+iIyaYxj/ljPZmXFM69GcGlP2U888jE/Xfy+Qta7pzMXjXmzdsZebTyKwLu5MzzGz6dOwFJ8MacbJW8mgU52PRlTgdIwx7jUbMqCBM3fOe7NhwyZ8nmRQtFxD5s9+nypOVsSemsecgCoMbFWPktrP2LF2PXuP+hCdlUW5yrUYNmkOjd1syBavzaO7vuSLdSdITs2kbLMBjH2nG7XLWPDNhs2cPrQLB2sDYgzcWLxsIeY/bE72zmjJVwfDSMi2Zcy86XT2bIKViuy/fu+zuiNFQBF4fQlIwCQlKYnEhCRyynPyvwAAFuVJREFUi2ijq2dMUVtLdLUkayopivg8U6yM9UhKTCgMfueIcJaemY+RVK8YG2qRKEGaLAlNmFvbSpaZLmmJEtiRAI6xoQH6ckJasgT0c/KkBD4Tvws/C2RFpGw/IT6uMJiTm5ePsZlUppiakJ0QyJ4tXly4k8n7s97FyVyP2DRwsDGnSF4OyQlxJIm3sYRwJABkjpkEjrTyMknPyCAdQ6zlXnOkuiW2oNpGrlsQgDG3kkCPBFB0ZO3IzkonWeabnJohSQW6UgFkhbXsXfIlcy0iIgp97VwycpBKGQs5x7hw35ItVgSXjnuzds1hBq9cgEeJYlINpIYi8L8noASy/z1z9Rf/MAERyLx2y4bgALU6D6S6c2kqVy2BsUTrdXW0+HD4zxlkq33CKVq2IWM61uKyRE42bdnKoI8WUKeEEekXVtBknSHfzu3DwmljaPsfBLKT49wlo+ABdx5Ekp+dxdbN30iEJYFx40fTs5Uje3f5cjWkONPHlcf3u0Usyx/Mt91y6d5vOV17t8XJsSj5aTHs9r5AtTr1aFPFlMsikBVkkPWqpEfw43s8fiYLZMJTlq/eQK55dWZ/OorqbrY8ufeIZxGxPA+9w6nD3xGlU55Pli2jZKwvLUavZ+fWpZQrJiWUv0x/zoxm/7deXLwdy7hFH6jssT/8fqkDFQFF4J9MIE82IFv6NSKo+2L6N66Acchxjj0qQgm3WlTQuvmTQNa/ZAIDRn5M2/cXMbmjC5tGDuTAYxgyczLuJbXYsOUgutZl6FrXgZPHD/9Hgaxoir9sSkIp16AHratZcPv8MeYsucJKr8XYJV6hR/fNvL/ofdx07zHnYAhVazSgcs4TvE5dxrJhd4bUt+fOmR1M2RnJng1zybq0kLk/CGTem74g08KJrt1745z7kBP7vNhzyZr1q3oScWQGA3aVYOvSoViZ6fPpiHGUbNeZ9q0a47VuDfuvh9BrxHj61ygma+zPhfp5aeGM6fEBTSeOoWn92lhKdoHSx/7Jnxw1d0VAEfhvCeQmPuO7jZtYtX4XiVoWlCrXnNlLJ1LWMp87GwczJ6kfn7RzY+3KJRQ3kPJHKWU8dzuBxm+1wrOhJVsWfM4DqYjp/dEXDG5RkRMrhuNn0YnuzRtSxUEP701LuR+WRv3uQ0h9dKowg+zAVx+SHP6Q1Yu+4PDl+ySlptOw2zAG9u5KxLW9rJbqk0eRFlStUJshbzsz+Zg+FxYNIS8+mC3LF7L77C0i8krQo38/+nVphmXyXc5f8uVMfjNmdipL6O1TTJ/0OQ+T0sjOyaLXmOn0bN8SJyt98dL0Ydu3m9h/8g7G1g7U7zGWme80pUhGIp36DKG6XTp3nufTc+g4Orf1xEAWlaBrh/h28RS2XcnHvmQVlh3ahKuIbb+dz/bfPgF1vCLwxwkogeyPs1JH/s8JiEdY5BOu+p5lr89dQh7dw0AiEGNmLaVWSUumjP45g2yPf6YIZA0Y0LgsF3xOiU/YdsbNWkwpKZHPu7GGuou12DJPBLLpY/+DQNYN7xHlmTxwCKYuUsKor09ddxv27PWlXv029Gxd/tcCWd4gNnaKoXP/NdSuWV4iLUaFtf0JqdnUb9aMyjbpXBWBLLPSIBqZBDP/s+U4lHdD18SSitZJ7PSNYrSUrpinPmL/qWs8S9GmbFkH8tPTeXjmCp0XrqVSxgVaTNrJ8U0LsLe2eHFzogSy//mbqf6gIqAIaD6BAoFs16BWfJ3hTp+O7jRpUgMrSxuMdfRIfOD9s0BWJoWRnyzAa/f2QhP8m9s+ZW2wGwO6taBWsTwWfb2NFF1zujRy5vwfEMjaShZwyOMnPH0aJZH0JxzZs5ln6SVY9d02XPNv0K3zRj5YNp6yWv7MPhAsAlkVzMIfcOacPx7t22BnrC1R++ds3ryFGat3Yv9wFQueVCvMICtjmU5AYIiUhKbgf8OPvbsP4VimHt9+O5+81FguS+Am08KI4PNr2XXyAdUHzaF/x2ac2bmBx5GJTJ4yCVv9fyugzIphdNdxNP/4fZp41FQeZJr/6qsZKAKKwP+YgN+GRZwPSaJEt1G0so7j0bXTnEyqxQc9Kr8gkK38fDbxpuUYMqAbxgFn2LRyI5kVmvLp7OEk3ThKv1lenNi7lsvfjOeKZeffFch2fDacr6f0JrniGN7tXBfT9HvMmrOXsg2b0b1jRU7tOMr5m6l8OKMLEZf3M+yoXqFA9s2Ed7hp35z3ujfHLuU6q3ZdxLKMOwOa2HPlyvcC2aj6Vrw7sDeDv9xFcxcrsh5sZuL8ADr26UbzMk/ZdsCPSNMGfPheCx7evs3MydMZs9+LOlpJtG3XA+euYxjbqSEVi4k9gdb3Elh+ThrXzpxh9fLdjNm+ioo/eC3/jx+V+nOKAEogUy/B60sgN4PoqCiePotFT9KJ48KDuXd8I3ddRjCrTz3mfDjwpxLL/fezCwWyPg3KFApku3ZuZ/ysJTiZ5r8gkH0xfRwtu/ShpXiQmeSFsGnDN/g/zuTTcT96kHXk8HATmnmsY+HygZL+LE0Bsq4zf8UeqtbtJAJZxd/MINvaXYt2fWcwafJ4SjkWp4gY9j8OCcfewQGr7CAuikCWWrYbVXNvsGhjGNOmSI2/niGJN79lyZGnDB86kGcnzhKpa0Kllk1xMtLiwfXLbNt8iL4LvqFKlghkH+3m5Ib52IlA9sJQAtnr+w6rO1MEFIHXl4CUhMSHBLJg3U6SQ/2ITs3DvnoXundqi0vOFbx+KrFMZfzMxRzbu63Qc+X+3pmsja1D3xYe1LDJ5IuVW0mWUpfOjUvi+x8FsrcooxXFsdPnCc80pJSzNaamEv1ft49JOw5TTfe3BDJXDJ76s3/vBVzcq0pjGsiVBjLJUlIzYMI0bO6t4PPHBQJZbQKObuX2/SdoW1hTqpQFOTkJnDoeyPq1S3h6cRPvbwmmmrM59pXqELp5DcYtBtFGMgMue20iIi6JaR9PfDFDueDpKYHs9X2H1Z0pAoqARhC4vnkZmw5cIMW1sYhVNSlTwQ29fL1C78lfZpCtWPoVHvUa0atLe+Lvn+HIqQuEWLdkau9qRD+5xVsD53BQyvtvrZ/Atf8gkB1YPFFKMcO4dvEBOVJ5c9brG85eDqHDuxMkwFOHC98dw0cEskmzuxB2/jsRyHREIOvAkHYjqdy2A+Wkm3JBw7OTx49i4ehC1+bVCX5wrVAgm9W1PNHRgdy8/aywpHLj6sVSeZPOtJkf0bFtXZ49DODx41AS00K5cVzsCB4bMnr9MbrYi0DW9W0+nDWLRhL8MdL+RT6y7PtunDvH10t3Mm73GuVBphFv9pt5k0ogezOf65sxq/wMrl/25fjJi1T0aIxRXgrHty3HsPV0xraryqzxA/5rgezw0g8JN3GjRi130uMlcn/kECXsSzH1J4GsswhkNtT1+JA5n40UI2Yzzl04w7FjZ+jftz+921YTDzIpw7mqx8h+lYi9u1U8yN5lz0BnpgwdinaFVjSs7YZW3H3uRRShSu0GlNN/UmjSn1auJ1VyrzNliQ+zJvcTD+gYWeQOcutpJlMnDifmwnFuxeVSsk4jbLIj8TtzkIDwTHp8soZa+X4vF8iyY/Hashfv04/oNXk47uVLov+SDjRvxouhZqEIKAKKwKsTKPBMuXf5MjlisF8kU7xSkmLZdeQSNarXxrO89gsC2QeSkewtGV4/CmTrEurRp7k7NawzfhLIujaVAI0IZMkV3+ODVqXJSg7hHc8utP/yAA2tfvQg8yD/QSDB0enU7d6a4vo5RAbd5LM5G5i27SjV9X9LIKuGacRNLl0NoM2AoTiaictMZgaP7vtTz7MzRa5+xbzAqiKQOXFw1VFMre1p0b62eIhFcvuyN5sPPmH5Fwv47oP3yB73GfUtDMUrxp7VE8aSU6Mb3bo2w+/wJiJjk5nx8Ye/7mCmBLJXf9nUFRQBReAfTSAtLppjJ89y7IQ3OUmhJBu5UK/DKEa2c3lBIFuzcjlNGjema4c2RItAdvzSTYLt2vGxpxPRwXdp0m86B7w3c+c/CmRP2T1vOAeWzcAn0hBL8f+qVLscPtsP4Fq/HV26NebKgX8XyLRFIGtG76ZjKFa9CpZWkt0l+lVKchKuNdxpVNlerGAKBLKmTGhsyaKPJlHE0RVdaQLTuIkTX6/YR4+e79CkshV7jpzG50EKFco6oadnSvDWjZRZfIx3XZNo13Mwn8+bRfXKFV8sn1QC2T/6M/I6TV4JZK/T01D38m8EcgkLvs/5s6cJjcyRLDIdMrUMaN2pO26Skvv1lzOo1LADriax+ATnYlGiCi2qOOB/6xqnTp6g57vvY28sxpGPDvDuziJMG96StMeX2XfhnnQsy8XW3pLICPEuMzVnYA9P7vsdYUNSExZ1Lcm25XPFI8AGxCfAwMqKB3ev8ZYY93s2rYnvqXMcOR5A1WplKGn6hL10ZF6nMtw6fZhTl+6AgZhQZuZhU7IiHvXdMYi9VCiQZVYeTEvbaLZv3yHllXbSXcwcQ8kUu/7oGQN7dcJSRLGjvjcJS8jDUTLX9LRSJPKTgHPzYdQxDmHcqtMsmTIcK3PTFznlZXDn4gVOnbiMVaWatO3QAitd5RCjPk6KgCKgCPwegfy8XPzWTuFwXjXcyzlikR7ArtNPqOHRBM9yGf+1QDagQ03OH9zD6eeWDGlbi5CHF9mycgv9lx6msfWPAlkDtB7f4WZgJBWae2KeE4fvaQmU3HkiDVm8cTe7S88Oi2k7tC/1nKJZejaa6jXrUUX7KQe9z1LEyZ3m1YsTH/qQ4/dyJePrPbIufMHcwAKT/nLs+3oL2rK2NG0hEfywYAkCHSQrPZeVXy7g2IwheFcbRj/Z5KQFnuLYwSPoNBpP9/bNuX7025cLZNlxTOgyAufOnWjVoSWlilqJEbQaioAioAgoAn+UQHhwMFGxsYijPjnJMTwICmHP0dvsWrcA/00/e5CtW7WcRo1+FshO+N0Sgaw9H7VwfEEgu7/lYy7pe9K9ZSOqFs9nh/iJ+T/Po/07P3qQBbF1Rm8+bD+Rdp9PprS1OUUNEvlq7lJsq3rSs1sTrnj9VgZZF95p34smA8dTrYILxrpaPAsNxlAsbkpaZHP75mURyOox0iOfQd02MG/dKIz1dcX/+DYTpn9D225DKZYQzp3oWGwlgFPJ3ITIZxGsmPQRNRcdZ3gFEch6DeaLubOoKgLZC7sVJZD90ddJHfc3E1AC2d8MWF3+VQlkExcTLl4qD8nVM8ChXFVc7M0K2xb737qClX1JLHQzCE/OR8/EmhLWxnJ8NM+ePaNM+cqIXQz5CcGce1yEmhUdMTHU467/bSIjo3Au5VTYyjg1JQPX0iWIjwrlYXZx6ktHL+IC8PV/Lh1WjKlWtRwRkc+kDMYMpxKOxDwPI/BhEDrSLMDJrghBlMRDSlnkLxF65xIhMank6thRrpwzxexMeSJ1/Wf9bqDlMZZ+VQ2JCZUGAEGxGJk7Us3VVko8w6TMxgkbMwPxjnlMSFgkVnYOODjYkBb9lGzzMlJymY7vvefUr1ERA71fb01SE2IIlcU3MUefitUqY/Kzv/KrPgB1viKgCCgCbyYB8YqMvHaYdfvvomemh578ODd3rIh7PQ/s8wOl9OQeoZZNaeWQzrINu/jysxmFGWTBZ7/BK6UKLWuVx9U8i217j5GmZUSXNvUJvnUJ71O+ksXlgElRa4LOedFoxBdUNY1i9cFr1HOviZNugmQmXyU4UQs7Kwt0JYss5sldmg2eRS37NFZ99jVpxsVoVN2Us8+gvFtVGjgZcP3SBa7dl7XHwBAy8rGt4kHXVh4knp3PZ4Um/bXJeHiaW1JimV7ECgMTK5LTE0iPDmPSxA94fuMYU/feo7qjGcWKmaAT+4gI2+bSJbMmz26dJU6MlocM6PPrDDIJwhwRE39JBqBWy9ZUcyuD6S/LYt7Mt0PNShFQBBSBv4xAyIUDnL4ZQFLRytS2y5MAyg12+OWwe9XkPyWQxZ9bz9dnYqhbuyb2himcPXSQPKsKdB/8o0AWzNaZ/ZnS4x3KvTNOOh4X5fEdH04cPkLNNoOkW/Nb3Dh0mIPHQ3h7VBv04q4yqtCDTHyVZ4zmRlYZGtevjp1OPFfvR8r+qzotKuhx5eoFEcgaMKKuFn27TWfK/A8xN9TntM9xvA96M3bsB7hkh3NUgj65VVtQ11x8Mf0OcvpSIBUnHub9GukikA35bYFMumTeOneWZXPX0nbuVFpUr4iRLLoq5P+XvYbqQn+QgBLI/iAodZgi8N8TyCP80V18Du0kUAS8Wr0n07KsyX9/GXWGIqAIKAKKwN9G4ImvL2Fp0oVL2xQ3NxccihclMymC8Jh4UvSL42Sci//DJ9KwpVahQJb8/AEh2daS6WuJhV4ugUFhZBfRoWwZZ7JTEggN9Od5Uj7OFaqTGuiHlasHVjoZ3Hsajb2tLcUt9AgJDuFRcCSW1raULCOlMyH3MHWqioO5AWEPJWMgIk06IpsTl6svjQOscba1ICMxhrCgAIKiMyX72I469aTZi9xQyIGpLAytzTttG1DdJotHj0MIicykuIMjNjYmhIaESBZaTfLEt+zs2bMUlJaWqlYHq6znhKVL6Y1cPysxisysHNxcy/7mZiQ1Jpi7Ac+xLFEGx2J2GP6bj//f9nDUhRUBRUAReAMIJIuP5NnTF7kaGCvf6XqShauDU83mtG5QjsdH5rIx1ZOB9aVMft93VKtWnSYN6pIQfAO/ewFEWEsTsto2JIQHMXLGOj7/cioGiU/ZJ12KE9LzMbMpRkpEkARmSkjZfXsyQq+z9VIEc0Z0we/Aeo4GZGJlbIqlrFkxQbcoUakB9RvWI8b/Cse8r2BfrjSVymiz8qouq8Z0INz/IodOXSQtTxa8zFwMbZyoJYEjN5MoLoj1TUGJ5ceednhtWkF4rjW62hYY2Rbljt8ZunTsQFVnSw6duYjfkzgqSEDG0iSXnNhnhFYYx5i6hkyaNo/Rw97FpUzpF9eb/FzCHz/k2O49xNtIZ+i+vXAw0FJdLN+A91/TpqAEMk17Yup+NYhADrePeXH8+BkMK3jQvXcvbAr6GKuhCCgCioAioAi8IoGCLpxPr5zl6P41hLm+Q3/pYlnOXgVhXhGrOl0RUAQUgb+FQJwEK4IePSK+iB7mFnbUruUmAYs8kp7e4GFOCVztTCR4EkRR66IUl0BEppRiRsUnkq5vTzlbQzLTkjh/9YGY+NeSChkdooL9CQqLFgHLGQOyCv3CrIs7k5MSQ2BUOh6VXSiSHsfZK/5kZWlTQSpMspLCydMxkiZkDmilxRHyJIiUbC2cna14GKslPmMlpUqniDSwucvD0GjJQjbExbU0Tk42pD6R7DEfHy4atOKzbhXILajQufmU3DwTartXIkQCODZ2dhSzL0ZISDCBgYEYWxalZFkXdKUy50GOVNw4G3P56g0qVSyPufh//vvIyUyVSp0g+dvJVKzjgbU0MVA7p7/ldVQX/R0CSiBTr4cioAgoAoqAIqAIKAIaRiA3K5NL33zObv9wWg0ai0clF8z1VWqXhj1GdbuKgCKgCLz2BBKeBXHz9D4uPwnHrOEwhjWR7C+lXL32z03d4J8joASyP8dNnaUIKAKKgCKgCCgCioAioAgoAoqAIqAIvNEEQq8V+Jd5EWFcgs79h+BqY6gyu97oJ/7PnpwSyP7Zz1/NXhFQBBQBRUARUAQUAUVAEVAEFAFFQBFQBBSBfzwBJZD9418BBUARUAQUAUVAEVAEFAFFQBFQBBQBRUARUAQUgX82ASWQ/bOfv5q9IqAIKAKKgCKgCCgCioAioAgoAoqAIqAIKAL/eAL/Ao/01D6K+KSMAAAAAElFTkSuQmCC)
Bron: Commissie Parameters (2022, p 73)
De gemiddelde nominale rentes liggen tussen 1 en 2% en dat is niet verrassend gegeven de parameterinput. De gemiddelde inflatie over deze scenario’s ligt rond de 2% (zie de grafiek op p. 76 van het rapport). Ook weer niet verrassend gegeven de commissieveronderstelling. De inflatie bandbreedte ligt tussen 0% en rond 5% bij eerder genoemde percentielen.
Nemen we de informatie over de rente en inflatie samen dan is nagenoeg over de gehele 60 jaar sprake van een negatieve rente. Eigenlijk dezelfde conclusie die we eerder trokken bij de uitkomsten van de huidige scenarioset 2022 Q3. In welke economie komt het kapitaalgedekte pensioenfonds dan? De enige conclusie die wij hieruit kunnen trekken is te stoppen met blootstelling naar vastrentende waarden. En adviseren om het beschermingsrendement in de nieuwe pensioenwet nog een goed tegen het licht te houden.
In het algemeen valt op dat de adviezen van de Commissie de korte termijn volatiliteit niet verminderen terwijl de lange termijn risico’s juist onderschat worden.
Wat moet de pensioensector met dit soort uitkomsten? Stel dat de inflatie toch hoger uitvalt dan in deze prognoses ligt besloten. Het rapport stelt dat dan de scenarioset update van DNB deze veranderingen meeneemt. Niet is bekend hoe de toezichthouder deze updates verwerkt. Zo zijn bijvoorbeeld in 2021 ad hoc aanpassingen doorgevoerd. Daarnaast is het de put dempen na het kalf verdronken is. Immers, de pensioenfondsen worden gedwongen hun risicobeheer mede op basis van deze scenario uitkomsten in te richten. Onder de nieuwe wet zal dit nog versterkt worden. Dat betekent dat de nominale renteblootstelling in belangrijke mate moet worden afgedekt, ook in het nieuwe pensioenstelsel.
Conclusies
De grote makke van het FTK, een overheersende invloed van korte termijn marktvolatiliteit op de financiële positie en bijgevolg het financiële beheer van pensioenfondsen, wordt door de voorstellen van deze commissie niet geredresseerd. Op dit gebied laat het advies zich lezen als een copy paste van het vorige rapport. Daar zou gelet op de bedroevende historische track record van geïndiceerde UFR’s toch alle reden voor zijn.
De scenarioset die op aanwijzingen van de Commissie door DNB wordt geconstrueerd zal geen moeite hebben het nihil obstat van de ECB te verkrijgen. Het advies volgt braaf de door de ECB uitgesproken verwachtingen voor inflatie en rente. Zeer lovenswaardig allemaal; erg pretentieus gegeven alle onzekerheden, maar voor een pensioenfonds niet direct een aanbeveling om geld op in te zetten.
Door de keuze van de referentieperiode waarin het kwantitatieve verruimingsbeleid de rentes sterk heeft bepaald, veronderstelt de Commissie impliciet dat dit beleid voor hun prognosejaren naar 2082 niet wordt teruggedraaid. De toekomstige marktrentes zijn daardoor niet echte marktprijzen. Hoe realistisch is dat? In het vervolg is de vraag welke betekenis dit rapport voor de pensioensector kan hebben. Het zal de pensioenbestuurders op het verkeerde been zetten.
In het algemeen valt op dat de adviezen van de Commissie de korte termijn volatiliteit niet verminderen terwijl de lange termijn risico’s juist onderschat worden. Dat leidt tot een vorm van risicomanagement dat slecht past bij een lange termijn belegger zoals een pensioenfonds bij uitstek is.
Voetnoten
[1] De UFR is in november 2012 voor pensioenfondsen ingevoerd, nadat eerder dat jaar de verzekeraars deze rekenrente konden toepassen. DE UFR komt van de EIOPA (European Insurance and Occupational Pensions Authority). De gedachte erachter is dat de volatiliteit van kortlopende renteproducten minder de rente van zeer lang lopende leningen zou moeten kunnen beïnvloeden. DNB is nooit voorstander van de UFR geweest omdat de directe relatie met de marktrente is losgelaten. Dat geldt ook voor de achtereenvolgende CP. Het IOPA beleid was een reactie op het kwantitatieve monetaire beleid (QE) dat tijdelijk was bedoeld, maar grote invloed had op de waarde van de (zeer) langlopende verplichtingen van verzekeraars en pensioenfondsen en daarmee op hun solvabiliteit. En kan er nog gesproken worden van marktrente wanneer centrale banken zo diep ingrijpen via QE in de structuur van financiële markten.
[2] Dimitri Vayanos, Jean-Luc Vila, A preferred habitat model of the term structure of interest. Het artikel laat de complexiteit van deze benadering zien.
[3] Een theorie die teruggaat naar Wicksell (1889) en door centrale banken wordt gebruikt om een conjunctureel neutraal rentebeleid te definiëren waardoor geen inflatoire of deflatoire spanningen optreden.