QTL analysis
The parents along with RILs exhibited marked variation for the reaction to bacterial blight. Differences were observed for the lesion size between the two parents (Danteshwari and Dagaddeshi). The RILs exhibited transgressive segregation in both directions, which indicated that neither parent contained all the alleles for resistance or susceptibility. Reaction of RILs, for bacterial blight, could not be classified into discrete classes of resistance and susceptibility as they showed continuous variation and skewed distribution that suggested the inheritance is quantitative. Transgressive segregations among the RILs were observed for the Lesion length.
The genotypic data and field based phenotypic data of bacterial blight (Lesion Length) was analyzed using QTL cartographer” 2.5. Six QTL‘s “were identified on chromosome1, 5, & 9 for bacterial blight tolerance (Lesion Length) under artificial inoculated conditions (Table 1).
Table 1. Identified QTL on D × D derived genotyped RIL population
S. No.
|
CH #
|
No. of QTLs
|
1
|
1
|
3
|
2
|
5
|
1
|
3
|
9
|
2
|
|
Total
|
6
|
QTL mapping was carried out by Wang et al [20] (“Composite Interval Mapping) with a threshold value of 2.5 to 3.0 LOD, was used for declaring the presence of a suggestive QTL. Contribution rate” (R2) “was estimated as the percentage of the total phenotypic variation explained by each locus. The LOD score and phenotypic variance for QTL (LOD 2.5 to 3) ranged from 2.569565217 to 4.434782609 (Table” 3). “One QTL influencing lesion length was with positive additive effect and five QTLs with negative additive effects influencing lesion length was identified indicating that alleles at these loci are being contributed by either of the parents respectively (table 2)
Table 2:-Identified QTL influencing bacterial blight lesion size on D × D derived genotyped RIL population under artificial inoculated conditions expressing positive and negative additive effects
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)
QTL's associated with bacterial leaf blight tolerance
Six QTL’s on D × D derived genotyped RIL population under artificial inoculated condition was identified. Three QTL’s were on CH# 1 (marker interval RM259 to RM243, RM572 to 58.61 cM and RM3825” o “147.21 cM), one on CH#5 (marker interval RM188 to 101.01cM) and two on CH#9 (marker interval HvSSR937 to 67.61 cM, and RM242 to RM278) which influenced lesion length with LOD values 3.565217391, 2.845652174, 2.569565217, 2.919565217, 4.434782609, 3.52826087 which explained 0.1789, 0.702, 1.1285, 4.4068, 8.242, 7.0316 % phenotypic variation respectively (Table 3).
Plants or plant populations exposed to a certain pathogen or pest organism often differ in degree of infestation or infection in quantitative ways. Such differences may be due to environmental or plant development stage differences between plots or to differences in inherited levels of plant defense. Several cultural measures may be applied to reduce the development of foliar diseases, but they have their limitations Jorgensen et al” [3] “The most reliable and environmentally friendly way to protect crops is the growth of cultivars with genetic resistance against their attackers. Breeding for adequate levels of resistance is indeed one of the most important goals in crop breeding. More and more breeders are recognizing the use of quantitative resistance (QR) as a valuable approach to protect crops. In case the level of resistance achieved in a particular plant-pathosystem is not sufficient in some seasons or regions to protect the crop sufficiently, QR is still useful because of the reduction in required pesticide applications Naerstad” et al, [10]. “Screening a panel of accessions of a crop species against propagules of a pathogenic organism (inoculum) nearly always reveals diversity in quality and quantity of infection. Some plants may seem to be not infected at all (immune), others show at most some flecks but no reproduction of pathogens (full resistance), and again others show various levels of infections and pathogen reproduction. Two recent reviews, by Zhang” et al. [22] and by Poland et al. [13], “discuss the genetic and molecular basis of qualitative and quantitative resistances to biotrophic and necrotrophic pathogens, and a review by St. Clair” [15] “discusses particularly the quantitative aspect of resistance.
The presence of two major types of disease resistance to plant pathogens ± vertical resistance and horizontal resistance ± has long been recognized in interactions between plant hosts and their pathogens” Vander Plank [18]; Nelson [11]; Simmonds [14]. “Vertical resistance in many plant host-pathogen relationships is hypersensitive, race- specific, and governed by interactions between avirulence genes in pathogens and resistance genes in plant hosts Van der Plank” [18]. “In contrast, horizontal resistance is quantitative, presumably non-race specific, and controlled by polygenes Van der Plank” [18]; Nelson [11], “though these assumptions have not been actively tested. In the genetics of host-pathogen interactions, a long-standing controversial issue is the nature of the genetic basis of `stabilizing selection'' which largely determines the co- evolution of many plant host-pathogen relationships, Van der Plank” [17], [18]; Leonard and Czochor [9]. “This theory states that new pathogenic race(s) will suffer a loss in general fitness when they acquire new virulence genes by mutation. Genetically, this implies that conversion of avirulence genes into corresponding virulence genes by mutation is expected to result in lower fitness of the pathogen. Unfortunately, direct evidence to support this theory has been difficult to obtain. Rice (Oryza sativa L.) bacterial blight caused by Xanthomonas oryzae pv. oryzae (Xoo) is a devastating disease in Asia. Two types of resistance to Xoo, vertical (VR, complete whole-life resistance) and horizontal (HR, quantitative resistance), have been recognized in rice Zhang and Mew” [23]. “VR to Xoo is controlled by at least 20 major genes that are usually race specific Causse et al”. [1]; Q. “Zhang et al. [21]. However, resistance of a segregating rice population to specific Xoo strains often shows both qualitative and quantitative components Koch and Parlevliet” [7]. “These characteristics of the relationship between O. sativa and Xoo offer a unique opportunity to study the genetics of the interaction between host plants and their pathogens.
The rapid progress in the development of molecular marker technique has led to the intensive use of quantitative trait loci (QTL) mapping for quantitative resistance against pathogen. Identification and mapping of QTLs is a valuable starting point for positional cloning of genes present in the QTL region of the genomes. It can also help in the interpretation of the molecular and biochemical mechanisms involved in host-pathogen interaction. The QTL studies that are conducted over several years and locations, provided information about which regions of the genome are consistently associated with the target traits. In rice about 8646 QTLs have been reported. Of these 38 QTLs have been identified for sheath blight resistance by using various types of mapping populations (www.gramene.org)
Table 3:-Identified QTL influencing bacterial leaf blight lesion size on D×D derived genotyped RIL population under artificial inoculated conditions
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B4eBj/8i//UrGdlyRLbgt45swZDA8PZ915idvtBs/z2LZtG2w2G44ePZrVdrPtkbanpwd1dXU4depUSrAlvIUCPm//ITxUXb16dVbbLWWF3G/pG0jhoa6/vx9PPPGEbD6LxSJ2wOByuRbM+UHKUywWA8dx4lssjUYja8+sdJ26cOFC1uvP935TKNKCx+HhYQDT6Ze+tZPuT21tLVQqlfjWUGh3R4gUBXAVrr6+Xvy/UNUpCZkv1dXVMBqN4ufnnntOHJx+odi3b5/4v8fjwXPPPZdV5yUCl8slFuxI1zVbTU1NaGlpQSKRwJ49ezLOy/O87E/a01slm+1+azQa8WFQ6I11ZGRErIYl5ff7cdddd+Hll18Wq1QSUop6e3sRDodlHXtIe6NM1/NwuZBW73/22Wfh9/szFqoEg8GUawUhySiAq3B79+6Vfc7UoxMA6lmSFMXy5cvF/wOBQE6/O+mNLxwOL6jgDUhtC5hIJLIez8tms8Fut4NhGBw5cqSg6Wpvbxd7ygyHw7DZbLLvpbUBCt2b5HwTqjwqKfR+S9vtPPfcc4pt+LxeLzZs2IBEIoHjx49XxJtMUpk4joPP50M8Hk8JWqRjWia33cylOrX0fjMbK1euzGs5od0rMF31/cSJEylV3qX789FHH+WfSLJgUABX4bRarWxQyUOHDqV9WI5EIti5c2exkkYWMOkNDfi8WgkwfUPP9KBrsVhkD8W5vH2qBMltAaXtojKJRCJiqfaaNWug0Whw+fLlgqVrxYoVOHnypPjQ5fF4ZOPVSWsDSNu0cBynOK5dOckUIBV6v6Wd2YTDYcWOXaTBs8FgoAdCUrJ6e3vFzkuSSTszCQQCsu72H374YfH/iYkJxXVfv34dwPQ1Uzhn0nU+lE0h4mzG2JQWPGq12pR1SfcnOVil4T+IEgrgFoDW1lZ0d3cDmL7hm0wm2Zu4SCQCl8uF7du3i70gAZ9f/IDPL27JD9b0xo7kS1qwYLPZEIlEwHEcnn/+edy4cQPA9O+L4zjZjRuY7p0LAPR6veztU/Lvs5AByny5fPky3njjDdk06VsY6QO8kF/pPgsmJycRiURw5513itOuXbsmm0e6nPRakGkejUaDwcFBsZ1eS0uLGKTs3btXnH706FHxmPb396fsw0zbLaSLFy+K/0vzQCkd0t+TdF5pr6kXL15EJBKZ0/0Wfv9ms3nGNxGhUEgWYEq3kzzGFF3PSTH19PTAbrfLrkNSyW+pmpqaxGu8xWIRC4ueffZZsTMnaYC2YcMG8XwTqhEnEgn09PSA4zhZp1DCsxEwfR5MTk6K30nPR+FcnpycRCwWQ1tbG4CZzyVpxyxKhY7S/QkEAuL1w+/3ywo7CRHlO/7ALBYt6W2VstnmQzQa5R0Oh2yMFfzXeCbJYwMljzklzJc8Ldc00bGcH6Wa7+Pj47LfldlsFse8SR73TboP8XicZxhG9rtN9/tEiY0Hl+2xUDoHpeMaGY1G2ThrSvklPXd5nhfHPTIajfz4+Dgfj8fFfNPr9eL4e0p5mZyHSvMEg0HFdAjLjo+Py8ZSM5vN4thl2W63UPmbLs+CwaBiOmZKW19fnzjmkzAmoaDQ+y2MJScdQ0pKGIePZVlxHmGMKZZlxfMm3e8kG6V6TSFzrxDHPt25l+n75PmkYzMK9wOz2cybzWa+u7tbNp4oz0+fF8L4bkajkR8YGOD1ej3vcDj4gYEB8ZxUOh8F4+PjsnUIy2RzLlmt1pTxH6WEsemE64j0mlwIdM7OTqnln4rn82sdqVKpitawspjbKmWVkA+VsA/liPK9dNCxmFuUv8VB+bxw0bEvT3TcZqfU8o+qUBJCCCGEEEJImaAAjhBCCCGEEELKBAVwhBBCCCGEEFImKIAjhBBCCCGEkDJBARwhhBBCCCGElAkK4AghhBBCCCGkTFAARwghhBBCCCk5NpsNKpUKKpUKXq93vpNTMmgcuDJSCflQCftQjijfSwcdi7lF+VsclM8LFx378lSOx83r9aKxsVE2LRgMwmAwFD0tpZZ/FfcGTojSs/1zuVxzko5YLAa1Wg2dTodYLJby/Vxtt9LMdPxMJhN6enrmbPszHcdQKIRQKCSb5vf7xbQRQgiZP5nuH8nX7ky8Xi9MJpNseZ1OB5vNprie5HmT/2pqatIuS0glyeZZ3GQyweVygeM42bKnTp0Cz/OywOmjjz4q9i6UpKIGcMKDrZRarS54MNPd3Y14PA6e5+F0OmXfCT+EYDAIvV5f0O1K9ff3I5FIIBqNor+/X/ZdJBKB3W6fs23no1jHJlc8z2NgYCBlWjQahdVqRSAQQEtLC2pqalJO/ELIdBw5jkNTU1PKMidOnAAABAKBiro5FzIwVQp8S1UoFEq50SwUbW1tsv2NRCI5P/gSMp+U7iF9fX3geT6rUvxIJIKamho0NjZidHQUAwMD4Hke8XgcO3bsgMfjQW1tLdra2mTLDQ4OIh6Py6Y5nU7wPI/x8XGwLCsua7PZ5uT+RaYLYW02G9RqtRh0C9XwMn1XSOV0v5sLSudgMBgUn+XMZjMCgQDsdjtMJpPsXBgcHBT/t1qtAIAVK1YUJ+Gljs9TPos6nU7eaDSKn6PRKA+ADwaDBduW1WpN2SYA8U8qGAzyTqcz63XnIhqN8gzD8CzL8tFoVJwej8d5lmXzyr9ZHK4Z5XtscpXPPgSDwbTHUMhLAHx3d3ehkilKdxx5nufNZrNiHg0MDPAAZPk53wrx2zEajWJez+Z3IZwDhf5tzaXu7m5x32d7XOfyPC40o9Eou0b29fWVfPpLPX2VopzyOfkeku21Jx6P8wzDiMuNj4+nzCN9xnA4HCnfS7eb/Lwh3EMA8GazOb+dmwflcuylx8/hcPAOh4MHwDMMk/G7QqehVO5383ncZjoHpc9y6Z7LrVYrz7JsMZKrqNR+90V9A3f+/Hk88MAD4uf3338fALBy5cqCbcPtdmc9r8FgQGtra8G2LaXVajE1NYXJyUlotVoA029sTCYTotHonGxzNopxbOaCTqcT/z979mzB1690HIHpRrU+n09xmYaGBvA8Lys5qgS7d+8GABiNxlnVP9+5c2dJngOZrFq1ar6TMC8CgQDuvfde8fM777wzpzUXCCklBw8eRCKRAACYzWZUV1enzLNt2zbx/87OzpzetHR2dor/+3w++P3+WaSWJBNq0ADA0qVL8bWvfQ0AYLFYMn5XSOV4v5sP0me58+fPK87j8XgwNDRUrCSVvKIGcKOjo/jKV74ifn733XfBsiw0Gk0xk6EouT4uMF3nXa1Wo6amRpxPeOWu0+mgUqmgVqtTqj+4XK6UdnaxWAxr165FOBxO2WYpvFov5WOTL5fLJTtOSvWrI5GIOI/NZkMkEhGrjSodR2C6bYPH4xHXUVtbK36f3O5BqX1cTU2N+L3NZpO1rUveps1mk1XxSK6mU0yFCEwzBb6ktEQiEQDA3XffLU67cOGC7HpISKWKxWKy63xdXZ3ifBqNRlao0dXVlfU2tFqtbNmf/exneaSUpHPt2jXZZ+Ee5na7M35XKHS/y8+yZctSprlcLvT19ckK0he8fF/dZbtochXGdH+F2FY2208nHo+nvN4dHx+XfRaq0+n1ej4ej8u+T666Ka0aIX0dnO0+K5lNPigpxLHJVT7ry6cKpVAdQqiWIlSBE46dQHo8g8EgzzCM7HilO47pqhNKq8gmfydUrWRZVvb7YRhGVjVHSLuQ3mg0KqvC19fXl3MezvY4SvdXul/Jv5W+vj5er9eL+yndr+R1KOVrNBoV85xhmJQqSUq/zb6+PvE4Km1DWL/0u+RqgdLv9Ho9PzAwINuu9DdY6VUo0x0n6V8pVQ9OVur5WynKKZ/zqUIpVBfOZhnpOZNcBS/dtU5p2XLJ01JIZzwe5x0Oh1gN0mw2y+7tma5b2VzTuru7xXu5Xq9XrD4bDAbF+52QBmG+bO53xTafxy2XKpTJ3yU3d5qvPCyF371U0drAKbWdSH5YLtS2pLIN4ITtJP+AHA4Hr9frU9YlnKTp1i2dt1QDOMFsjk2uChXARaNR3mq1Kl58pYG19EE8+XgI65W2b1O6UOQSwGX6TlrfPnleafqVtinNg+TCgmzM9reTLjBNLvjo7u6WzZtcXz1TvgkFJML5Jfwupfk1U0HLwMCAbBvJeaXX62XrE4JlISiWBuzSNo8LKYATWK1WxfOqFNpyZFIu+Vvuyimf8wngkp8dsg3gkvNlpof3XJ5RSkUppFMInLq7u8U2+8KzmiDd/Xum75ILgFmW5RmGkd0ThAJZoT2dUhu6QrUbL5RSDODGx8fF+y7LsimFpzyfGnDn8wxUCKXwu5cqWhXKd955B0ajUfwci8WQSCTw0EMPFSsJORHafnV0dGBsbAzAdNsfhmHAMAwWL148n8krqHI7NiqVCizLwuv1wmg0oq+vT1at7xe/+IX4/5IlS1KWf/nllwEAy5cvBwBEo1Ho9Xr4/f45axfp9/tl9e2TBQKBrHshUxrOYK5pNBpZHXXpdKnm5mbZvNFoNOv02mw2JBIJGI1GVFdXi20ROjs7xXUoVemtrq6Gw+GAXq9HQ0ODrApMco9iGo0GHR0d4mehDcqrr74KALj//vvF75J7HV1oxsbGsG7dOvHzpUuXAGBext8hhBCBy+USm6M0NzdDq9XCaDQiHA7PuhfJUCgk3hd27doFANixYwcSiQSOHTsmzie0CbdardBoNHj00UfBMAxYlp3V9hcKoenJ6tWr4fP5YDabMTk5iYaGBtl8yb2jA8Cdd95ZrGSWtKIFcBcuXCirTjLSPShOTU1hamoKo6OjFdMWpNyODf9fQ0FMTU1hcHAwpdHxhQsXMi4vXPi1Wq3YLW0ikcCGDRtgsVjmpDvnd999d8Z5hAfkSnPlypUZ5+E4DoFAIO33w8PDitOVClq0Wi3MZjOA6eMq3ND9fj+++c1vypYXjj/ddFOFw2HqwIQsWNLffi5yvZZcvHgxr+0sZEIhrBKhMC5fr732WtrvpPcSoWMSoUDWYDBgampKvA+RzILBIBwOh/g5XSc+wvOe9G+uOh8sN0UL4AKBQEV0kiGMCWOz2fDiiy/Od3IKolKOTT7cbrdsrECfz4ctW7bMY4oWJmnwGggEZJ0JAamN0QXpfqNPPPGE+L9wQ//Zz36GTZs2yeZzu93geR7btm2DzWbD0aNH896HSiJ0vkMdmJCFxmazAQDWrl0rmz4xMZF2GWmhX319fU7bu3r1qvi/UPBEMlPqDE4oAJTmZz6kBcDCWyJh3F6hFk02BbJkZh0dHbJCwa1bt85LDaNyNecBnNCrHgA0NjaKJ5vdbkc0Gk15UCtlkUgEdXV1CIfD2Ldvn2KXwjMppRLsSjo2UtK3iUqSj0FrayuCwSAYhgEwHUDMdBGZaRvJsinNLdU3nsVmNBpnXeLW0NAgloT7fD5EIhGo1WrFgM/lconz7tu3b/Y7UOZMJhNqa2sBTL9NkD4geTyeBTeYOVk4QqGQrLq28IYeAEZGRhSXicVisoBi7969WW8vuebBxo0bc03ygpd8ryjk8D3CYNPSP1JYPp9PfPZKJBJUiJGDOQ/gWltb0dfXB0B+ojEMg+7u7rI6KZ555hmxBOahhx7Kq6SglN5qVdKxkXr00UfF/69fvw5AXkL67W9/G8D0zVrolt9gMMhuwjNRaseWydq1a8WLlPRtkpAuo9FYUr+NuZIu8BXaIwLA5ORkQba1Y8cO8f/t27dj8+bNKfPYbDbY7XYwDIMjR44UZLvlbnBwEFarVRZIj4+PAwDGx8crcoxDQgCgvb1d1u7zyJEjYoGfUBCUrLe3V/y/u7s7p27OpcuazeaCj0FWqaTVVAv9xkZ6/D766CPFee644w7x/0zVOXMt6F2ItFotXnrpJfFzOBye1+GSyklRqlCm6ySjGIPjXr58WfY5Xfum5OkztYOamJjAlStXZBcS6TLSeu3SB3bp+BaRSESsrjFf5vPYZEsIwgRKN1Epg8EglpwK4+oIHVLo9ciPVSgAACAASURBVPqUgVeF8eFu3LgBYDqYEi7i6Y6jNICbmJhAT08PIpEIOI6TBSBC2jUajdi5hs/nA8dxiEQiCIfDYBhGVo1Tuh3hf+mNZC7a6BVLusBXq9WK51I0GpWNnxeJRPIa4FZaXTKRSKR0vhGJRMRxntasWQONRpNyvVio0nVgkk+tA0LmW/I9JLk6ZCQSgcViSWmHq9FoMDg4KAZx27dvF69NHMfB5XKJHV50d3ejublZtnzytVq4vgjLClXzrFYrTp48OZtdXFCk1VSlnU1xHIeenp5Zrfvhhx8W/z916pTsO2Es2PXr14sFsuFwWBZExmIx8bjnWtBbyZLPQennhoYGWXs44bmMzCDf7itzWdRoNMq67ha6X52LbQkyjXGm1A240nzJ3b6Oj4/zDMPIutgXxqCSjlmltG1pt+tC17LJ42TNRT7MZLbHJle5rjvdMcxmPU6nU+zOnmEY3mq1ysaJCQaDvMPh4AcGBsT5pGPJZDqOPM/Lug0WuqFXGvtFamBgIO24Mem2qbTOXLuyn+0xTR5GQOjqN7lb/3g8zsfjcdk+SrsFlo5n193dzXd3d4v7L/z2gM/Hv4vH47Lx/ZS2l4mQd9J1CKTDDwjnojT/peeFNN3JXVXnai7Pr0JJPm4Oh6Okx36TKof8rQTlks+Z7iFKf+nG2ezr6+PNZrM41IlwLbBarbLu5QUzjacoLFsK3cvnar6PvXTIGYZhxDwUhrERSIcaSh5TNNN30vuXcO8YGBiQ3auT7wnxeFwc3khIQ6b73XyYr+OW7XOcNN/zec6Za/P9u09WlAAu+aLodDpzeggqtUybL3ORD7M9NvlsjxTfbPM9XWCaroAk18BXIA1wsxnIO3ndyYSx5NIFesJN3Gg08uPj47ICFmHw1uTxa4DZDcZa6ueAsL/Sh9Lkgp5SVur5WykonxeuUjj20vHDhMLQmQbyznTfku5TPB7nrVarGCSmG8hbWvgr3K+S7zWZ7nfFVgrHrZyVWv6peD6/Rk4qlapo7aOKua1SVgn5UAn7UI4o30sHHYu5RflbHJTPCxcd+/JEx212Si3/ijaMACGEEEIIIYSQ2aEAjhBCCCGEEELKBAVwhBBCCCGEEFImKIAjhBBCCCGEkDJBARwhhBBCCCGElIlZ9UJJCCGEEEIIIZWulHqh/JPZLEzDCBRXJeRDJexDOaJ8Lx10LOYW5W9xUD4vXCqVCg3r75nvZJAc+Yffo+M2C/7h9+Y7CTJUhZIQQgghhBBCygQFcIQQQgghhBBSJiiAI4QQQgghhJAyQQEcIYQQQgghhJQJCuAIIYQQQgghpEwUPYDzer3Q6XQIhULF3jQhhBBCCCGElLWiBXCRSAQ9PT2w2WyIRqPF2iwhhBCSUSgUgkqlSvtXU1MDl8sFjuNky3Ech56eHtTU1EClUkGtVqfMo8Tr9crWbzKZZGkR1qdSqWCz2RCLxdKuy2azpaTX6/XK5olEIrBYLLJ1ZpNOQgghpaloAVx1dTWam5uxb9++Ym2SEEIImZHBYADP8+ju7gYAGI1G8DwPnucRjUah0Whgt9thMplkgY9Go0FzczOOHz8OAEgkEujt7Z1xewcOHAAAMAyDaDSKwcFBANPB22OPPYaamho4nU7o9Xp4PB7o9XrFIC4Wi2FoaAhGo1H8M5vNsFgs4jyRSAR1dXWoq6sDz/MYHx/H2NhYyr4QQggpH9QGjhBCCAGwatWqlGlarRanT58Gy7IIh8Po7+9XXJZlWQDA0aNHM25D+nZszZo10Gq14ueuri6MjIzA7XajtbUVY2NjMJvNSCQSOHbsWMq6+vv7ceLECQwODop/yW/fHn/8cVgsFjQ3NwOYLkw9fvw4wuEwDh48mDGthBBCShMFcIQQQkgGGo0G9fX1AICzZ88qzqPT6cRgKzmIkjp16hR27NiRMp3jOGzcuBHV1dWy6Z2dnQCQ8gaO4zi8/PLLaGhoSLutUCiEaDSKO++8UzbdYDCAZVl4PB56C0cIIWWIAjhCCCEkS8uWLUv73a5duwB8XkUymdB510MPPZTynUajkVV9FAhv6JK329vbi3A4DJ1Ol7ad3MTERNq06vV6AMClS5fSzkMIIaQ0UQBHCCGEZMBxnPhWbePGjWnnMxgMMBqNiEaj8Pv9Kd93dXVh9+7dOW9babuXL18Gy7KIRqPweDxgWRZtbW2K67h27VrKtPvvvz+ndBBCCCkdFMARQgghCoTAbe3atUgkErBarYpvyaSampoAACdOnJBNj8ViCIfDGas8KhkeHgbLsinbdbvdmJycRDweh9PpBMMw6OzslAVxDz74IADA5/OlrPf8+fM5pYMQQkjpoACOEEIIkQgEAlCpVKiqqkJjYyMYhkEwGITb7Z5xWYvFApZlEQgEZOOdHjt2DO3t7Tmlg+M4HDhwAK+88kraeTQaDVpbWzEyMiIGcUJ1yurqapjNZkSjUXHoACEoHR0dBQAsX748pzQRQgiZfxTAEUIIIRLCMAIDAwMApocHWLlyZdbLC4FaV1cXgM/f5M309i7ZwYMH0d7entKxiZLq6moxwHz//ffF6SdPnoTD4YDX60VVVRV27twJYHqf9Hq9rBdMQggh5YECOEIIIURBQ0MDHA4HotFoTuOmrV+/HgzDwOfzIRaLobe3N+cxUL1eLxiGySnoE+a9fv26OE2j0aCjowNTU1PgeR5erxd/+MMfAABPPfVUTmkihBBSGiiAI4QQQtLo6OiA0WhEOBwW317NRKPRiAGbw+HACy+8gG3btmW9Ta/Xi1//+tfo6OjIK81r1qxJ+10kEoHdbk8Z8JsQQkj5KHoAd/HiRQCZuzcmhBBCSsXp06fFN2o2my2rZYSAzefzob6+HhqNJqvlhOAtub2dtCfMTMs6HI601SIjkQjq6uqg1+tx8uTJrNJDCCGk9BQtgAuFQlCpVGJvWC0tLVCpVMXaPCGEEJLRG2+8AWC6ExPpuGoajQYjIyMAAI/HA4vFgkgkIltucnIyZRmr1QoA2Lt3r+J2RkdHZct4vV7YbDbceeedcLlcsr+1a9eKb9Z6enqgUqngcrnEap1erxevvvoqnnzyyZT9CoVCsNlsWL16NSwWCwYHB7MOKAkhhJQeFc/zfF4LqlTIc9GS3lYpq4R8qIR9KEeU76WDjsXcyid/Q6EQamtrU6YbjUYMDg6Kn71eLxobGzOuS7pMLBbDsWPHxLdpmbaze/dubNiwIe169Xo9xsbGAEy/Sdu+fTvC4bC4fFNTU0qVSGF7DMOgvr4eu3btgsFgyJj+bNHveOFSqVRoWH/PfCeD5Mg//B4dt1nwD79XUtc8CuDKSCXkQyXsQzmifC8ddCzmFuVvcVA+L1wUwJUnCuBmp9QCOOrEhBBCCCGEEELKBAVwhBBCCCGEEFImKIAjhBBCCCGEkDJBARwhhBBCCCGElAkK4AghhBBCCCGkTFAARwghhBBCCCFlggI4QgghhBBCCCkTFMARQgghhBBCSJmgAI4QQgghhBBCygQFcISQWYvFYlCr1XC5XIrf9/T0QKfTQaVSwWQyIRKJZL3uUCiEmpoaqFQqqFQq1NTUIBQKpZ3f6/VCp9NlnIcQMv/8fr94Xch0/chEWF76F4vF0s4fCoVgs9mgVquhUqkUrxMzrZPjOLS1tYnr0Ol08Hq9GdM503XJZrOlbFP6J5VLvrlcLnFenU4Hv9+fMZ2EkPLwJ/OdAEJI+bPZbEgkEorftbW1wePx4Ny5czAYDLDZbKirq8PIyAiqq6szrjcUCqG2thbd3d0YGxsDMB0M1tbWIhgMwmAwiPNGIhG89dZb2L9/f9q0ZOL1erFixQrZOgkpNJvNBrfbPd/JmHd+vx+7d+/Gjh07cO3aNXg8HtjtdgBAa2trVuvwer1gGAZGo1Gctm7dOmi12pR5OY7DwYMH4fF4YLVace7cOaxcuRIajSbndW7ZsgUcx2Hfvn24fPkyvF4vGhsb8c4776Cjo0O2vmyuS7FYDB6PB3q9PiU9k5OT0Ov14udc8s1ms2FsbAxDQ0PQarVwuVzYsGED+vr6YLFYFNNCCCkPFMARQmbF5XJh2bJlit+FQiF0dnbC6XSKgZHb7cbQ0BDsdjsGBwczrrurqwtGoxHNzc3itObmZrz44ovo6uqSBVvV1dWorq7GtWvXxAeaXBw4cACnTp3KeTlCsuX1ejO+HVpIXn/9dUxOToqf/+qv/gqrV6/G+fPnsw7gTp06hcHBwZSgJxnHcTCZTIhGoykFP7muMxQKQavVyq5dzc3NWL16NTo7O7Ft2zZZsJfNdWl4eBjj4+OKBVo1NTXYuHGj+DnbfPN6vfB4PIhGo2J6Wltbcf78eTQ2NmLNmjWKgS4hpDxQFUpCSN4ikQjOnz+PXbt2KX5/5swZAMCmTZtk081mMwKBwIxVKa9evQqO41KmazQaqNXqPFOdymazIRqNFmx9hCSLRCKw2WzznYyS8eSTT8o+C8FLusKgZEIgNVPwBgA7d+5EOBzGyMhIxuAtm3VOTEykvEGtrq6G1WoFAFy5ciWr9Es1NzcrBm+xWAzhcBjr168Xp2Wbb0JhVHKQ1tTUBADo7e3NOZ2EkNJBARwhJC8cx2H79u0Zq4MJ7UKSHyK+8pWvAAACgUDGbaxbtw7hcFj24BuJRDA6Oip7KzcbJpMJHo8HAFBbW5vSLsbv94tt8NRqNWw2G71FITnx+/2oq6tDIpFAIBAQ24IKOI6TtcuqqamZsU1VuUsOkiKRCBiGQWdnZ1bLt7e3w+PxoKamBi6XS7GgB5jOe5/PB6fTOWOV7WzWme66c+eddwIAFi9enFX6szE8PAyr1SrLq2zzbXR0VHGdK1euBABcuHChYOkkhBQfBXCEkLw8//zzOHz4cNpqOLFYDIlEQtZ+Q7BixQoAwMWLFzNuY9u2bdDr9fB4PDCZTAiFQti+fXtW7eeyNTg4CKfTCQAIBoPgeV4spXe5XNi6dSuOHz8Onudx7tw5eL1e6PV6CuJI1hoaGjA1NQUAMBqN4HlerILHcRzuuusuAMAHH3yAeDyOmpoaNDY2oq2tbd7SXCwcx8HlcqGurg7nzp3LqlqfEFgxDINwOAy73Y677rpLMeg9dOgQAGDp0qUwmUxiQUxy3uayTiXXrl0Dy7IFuy4BwLPPPou//Mu/VPwu23xLDkILmT5CyPyhAI4QkjO/349EIoGGhoa08whViTJVR7p69WrG7Wg0GgwODsJoNCIQCKC2thbHjx8vykNILBaD3W6H2+0WAzqDwQC3241EIkHV4UhBHDx4EGq1Gm63GxqNBhqNBm63GyzLorOzs+J7U62qqoLdbkcikcBjjz2WVS+JwnVhamoK0WgUVqsViUQCjY2NsuWFKogMw2Dp0qU4ffo04vE4LBYLOjs7ZedwtutMx+fzob29Pb9MUBCJRDA1NZX2GjtTvtXX1wOYfosnVem/J0IWCgrgCCE54TgOhw4dwpEjR4qyvWvXrgEAHA4HgOlqjsWoXia0ERGqHAksFgsYhkEgEKC3cGRWOI4Tex9M9vTTTwP4vB1ppeJ5HuPj4zCbzUgkEti6dWtO55VWq4Xb7UZfXx8AYPfu3eJ3QiHSmjVrYLFYUgJkj8ej2A430zqV9PT0QK/XF7Rnx1/84hcZ1zdTvu3fvx/AdPteIWiLRCLo6uoCkFqtnRBSXiiAI4TkZMuWLXjxxRdn7Dwgm7YgM3VYEIvFoNfr4XQ60dHRgWAwCIZhsi4Vnw2hjYhQ3VNqzZo1APLrsIAQwaVLlwAALMumfLdq1SoAWBCFBNXV1fB6veJbr+S3RtmwWCywWq2IRqMp1QYfeOCBlPnNZjMA4K233sprnYJIJIKzZ8/i5MmTOac5E5/Pl7b6pCBTvlVXVyMYDIJlWdTW1kKn08naHM+0bkJIaaMAjhCStVAohEAggNWrV8sGma2trQUA2O12sRMQoZqjUmP6N954AwBw//33Z9yew+HAmjVrxHUZDAaMjIyAYZgZS8ULRXjIJmSuUIcS0/bu3Qvg87fuudq8ebPi8krjry1dujSrbaVbJzD9BlWoZp1Nb5jZmqn6ZLJ0+WYwGDA2Ngae5zE5OYlt27ZhaGgILMtmvW5CSGmiceAIIVlbvny52OGH1OXLl+HxeGA0GrFu3TosX74cwHQpt8/nQywWk1XZuXz5MgDIBstV4vP5xKqTAqHL7mx7q8uXkN6JiYm0XY/ToN9kNoTzJF2PgcB0T6wLhXDO3XHHHXmvg2VZcT1C9eehoaG08z/00EM5rVPAcRy2bNkCp9NZ8OqIM1WfTJZtvu3cuROJRAIjIyOzSh8hZP7RGzhCSNa0Wi1aW1tT/oRS6nXr1qG1tVV8oBDGh0uuEjU0NASj0SjrjCQWi6W0R2FZVvHha+nSpYrVzgpJ2Kdnn3025bvJyUlx3CdC8qXVamE0GpFIJFLadX700UcAUsdQrGShUAgsy8rGPROmp6vCKHXmzBmcOHFC/KzRaMQqkMmdd1y+fBksy85YCJO8TkAevCV3qNTT0zNjOmeSTfVJqXT5JmWz2eDz+dDX10c9URJSASiAI4TMGYPBAIfDgf379yMSiYjjXU1NTaW8ydPr9Vi9erUsiDtx4oQ4DpzwAOf3+3H06NG0Pb4JQxNMTEzknN433ngDXq8XXq9XTHs0GhW3L6SfYZiideJCKsvk5CRCoZDYA6Lb7QbDMLLOJoTv+/r6KrKzCb/fD5VKJRtTMRQKoampCa+88oqsOmJPTw9qa2uxc+dOcZrFYoFarRaDXqFLfYZhUqoGHjlyBHq9Hk1NTeK1paenB16vF6+88krO6+Q4DiaTCcuWLUMgEIDL5RL/bDabYqcoQPbXpUzVJ3PJN2C6UMzr9UKn08Hr9SIYDBa0oxVCyPyhAI4QMqc6Ojqwb98+1NXVoaqqClNTUwiHwymlwCzLgmEYWecnDQ0NGBgYwNjYGKqqqqBSqXDo0CG89NJLKQ8ioVAIKpUKPp8PANDS0gKVSpVVGoXx5ux2O9555x1x3R0dHeju7sbQ0BCqqqrE8boGBwcL2uaFLAx9fX2IRqNoamoSB4TWarUIh8Oor68XB5Lfs2eP4m+8Utx9993i+I4sy0Kn0+HMmTMYGhpKuS7cfvvtAOQdvWzcuBFqtRqNjY1Qq9XYuXMnHnroIXR0dKRsSxgeQCggUqlUGBkZSRlLMtt1mkwmhMNh+Hw+2O122Z/H40l5c5brdSlT9clc8s1kMoFlWTz33HPYsWMHPvjgA6ryTUgFUfE8z+e1oEqFPBct6W2VskrIh0rYh3JE+V466FjMLcrf4qB8XrhUKhUa1t8z38kgOfIPv0fHbRb8w++V1DWP3sARQgghhBBCSJmgAI4QQgghhBBCygQFcIQQQgghhBBSJiiAI4QQQgghhJAyQQEcIYQQQgghhJQJCuAIIYQQQgghpExQAEcIIYQQQgghZYICOEIIIYQQQggpExTAZRCLxWCxWKBSqaBSqWAymRAKheY7WXPG6/VCp9NV5D62tbVBpVKlTOc4Dm1tbVCr1VCpVNDpdPB6vVmvN/k3otPp0NPTk3F+m80Gk8mU134QUkxer1f8bQt/NpttvpNFCKlAt962HB3OXvzTLy9gYGgCz/39Gdx62/K81tWysw1d3WcxMDSBgaEJ2XRhmtLfYxu3pk3bXvtR/PTMeQwMTeAffuKXff/wI4/Ktpcp7avufSBlu97+11Pm++HhLjEvvP2vY+t3vp9XXhTCXvtRePtfF/f94UcezWn5Vfc+gOf+/kxKvkm/z3Rcfni4K216BoYm0NV9FqvufSBlvbkcl3JDAVwaHMdBr9cDAJxOJ8xmMwKBAGpra+H3K/8Ay1UkEkFPTw9sNhui0eh8J6fgQqEQOjs7Fb/bsmULhoaGsG/fPlitVkxNTaGxsRFtbW0zrlf4jajVasTjcfA8j1OnTmH//v1wuVwp83u9XjgcDng8nlnvUzmqqalRDFxnW1ASCoVQU1MjLl9TU5Nx+VAoBJPJpHiMiNxzzz0Ho9Eo+9u7d+98J6vgQqFQSqAq/aupqYHL5QLHcbLlOI5DT0+P+PtTq9Up8yhJDoyl50Xy79lmsyEWi824zlgsBrVarfi79vv90Ol0Yhrptz87lVzYOZ+ePf4SVtz+JRzcvwPf/ev1qPrC/8Szx1/K6YF71b0P4KdnzqPe9C18+snH6HE/gw31q8Tv/1ddA25cv4orH/9e9hePf4KbNz/DuVdfSlnnYxu3ovvFX0JfU4s3X/9XODv24nvfbRC/f/iRR/GDve24/OFvsaF+FZwdezOm/W++91TK9v/ll/KC4w5nL26/Q4vxi2/i/UsRLF6yDI1bWtIGmHOpw9mLhwzrceYlDzbUr8L161fxg73tWQdxLTvbYN11AHevrE47z9987yncvPlZSr5c+fj3AIB/Oz8gzvvDw12y9Hz3r9fj5s3/xJFnXpDld67HpdxQAJdGb28v3G43vF4vWltb4fV60d3dDQDYvXv3PKeusKqrq9Hc3Ix9+/bNd1IKjuM47NmzRwzGpUKhELRaLcbGxtDa2gq3242RkREAQGdn54wPTf39/UgkEnC73dBoNAAAg8EAq9WKo0ePpsxvsVhyertXSVwuF8LhcMr02RaUhEIh1NbWYvv27eB5HjzPY/v27aitrU15uBIetvfs2YNAIFCYHatgoVAI9fX1GBwclP1ptdr5TlrBGQwG8DwvXuONRqP4e4pGo9BoNLDb7TCZTLIATaPRoLm5GcePHwcAJBIJ9Pb2zri9AwcOAAAYhkE0GsXg4CCA6Tx/7LHHUFNTA6fTCb1eD4/HA71eP+P1yGazIZFIpEz3+/3YvXs3duzYAYfDAQCw2+0UxOWh0gs759MPD3ehquo2vPKLf8TEuxfw6SdX4Op8GlVVt6HF5shqHQ8/8iiOPPMCAODg/h340aFdsoDssY1b8W8jflg2fQ3f+26D7O+j//0hPoz9NmWdLTvb0Gzbjw9jv8Xund9G98kO/PpXr8nmsX3/AD6M/RbHnNPPUL/+1Wt45Rf/iKqq22B3HJPNe+tty7FkybKU7b/00x+L86y69wEkpv4d3/tuA350aBee+tvNGPnXXwIAVt/3YFZ5USiPbdyK1fc9iPGLb4p5+dTfbsYfb36Gv27K7o1g98kO7Gr5Ztrvb71tOT777D/xra8/kJIvv/q313Dj+lVZnq++/6uy9Hz6yRU4O/di0aJb8ETT58/nuRyXckQBXBpLly6FxWKRTWtubgbLsnThLiM7d+7E8ePHxQBLamJiAm63WzaturoaVqsVAHDlypWM67527RoApJS4L126FGq1ejbJriihUAgXL15U/G62BSVdXV0wGo1obm4WpzU3N0Ov16OrS17lIvlhm2TW3t6Obdu2zXcyimrVqlUp07RaLU6fPg2WZREOh9Hf36+4LMuyAKBYeCMlLcRZs2aNLCDu6urCyMgI3G43WltbMTY2BrPZjEQigWPH0j9wuFwuLFu2TPG7119/HZOTk2htbUVHR4dYSHX+/PmM6SSpKrmwc77ds+o+3Lh+VRZwTbx7AfH4J1h9/1dnXP7W25bD9v0D+OPNz/D0nq2YePdCyjznXn0J3Sc7FJdn2bvxm4tvyqY9/Mij+Po3NuPD2O/w1N9uxqefpD4TPLZxKxYvWYZrV6dStnXj+lXcvbJa9ranxebAhXBqdUmpf//3/yMGHYLf/fZdAMD//b//kXHZQnukbvpN4ysv/0Q2PRp9H8u/+Oc5V6VU8uknV9BmV77X3Hf/VxGNvi+btmjRLVh0y39PWQcA/Md/3ACQ+3EpRxTApSF9IJTS6XRgGKbIqSH56OnpAcuyMBgMit+nO8Z33nknAGDx4sUZ1//QQw8BgKxUnuM4vPDCC2hvb8832RVFeAN68uRJxe9nW1By9epVxSprGo2GguhZCIVCCAQC0Ov1sFgsC76qmEajQX19PQDg7NmzivPodDox2Mr0pv3UqVPYsWNHynSO47Bx40ZUV8urGQnVv9O9gYtEIjh//jx27dql+P2TTz4p+yysP13AR0ixPfzIo1i8ZBlu3LiW8l383/8/LFp0y4xVB//2ySNYvGQZzrzkUQy0Zto+ANlbMADY1vw0bt78DD86tDPtsn/x5XvTfhePfwoAePCr6wBMB5mr7/8qvv6NzfiHn/jRslO5qYZS+v/iy/ciHv8kJbCba1/SfhkAUgLi//2H6evR/1q3Yc63f+bn8oL2Kx//Hqvve1CWf3vtRxGPf4J/6p8ONHM5LuWKArgccRyX8sBJSk8sFsPZs2fR0aFc2pbJtWvXwLJsyoNUMqG6ZDgcxtq1axEKhbBlyxa0t7fTb+S/7Ny5E4cPH1Z8AwrMvqBk3bp1CIfDso41IpEIRkdH066bzGxiYgJ6vR6JRAI+nw+1tbUp1QcXqkyBjxBECVUkkwmBsFD4I6XRaBSvG8IbOqXtchyH7du3p9QkSF6vVCQSAcMwadsFE1Js99x7PwDg00//T8p3whuUTA/kt962HKvvexA3rl/F6vseFDsa8fa/njZIkvrGt/465S3P1u98H1VVt+HKx3+A3XFM7DDjp2fOK751Sn4jBACffvKx7PODX10HLv4JAGD5F/8cX//GZnj7X8/4Fkvo/OMhw3o8vae47d9W3fsAFi26BfH/SrOU0Dbt1tu+OGfbb9nZhhs3rqUEjz8/9WPcvPkZvv6Nzehw9qJlZxu+fPf/i6f3bE0JfrM5LuWKArgcxGIxhMPhimzEX2lsNhucTmdey/p8vqzfoLndbjgcDkSjUdTW1mLdunUUvP0Xv98PlmXR0NAw88xJsi0o2bZtm9hOSOj8ZPv27RgZGZkxACfpNTc3Y2xsDDzPo6+vDyzLIhAILNjeUzmOE9+qbdy4Me18BoMBRqMR0WhUsQ1nV1dXzm2ohaBZabvPP/88Dh8+nFW7RI7j4HK5UFdXh3PnYhwQVwAAIABJREFUzlVkW0ZSnm699c8AADc/+8+08/yP//Gnab/71qbvTi//x5uIxX6L72xeh9Ynn8DNP97E17+xecYg7kvaLyPgl1eNvk9SbfOf/+nnsGz6Gnrcz2Dx4qWyDjxG3/oVgOkqmMluv0N+jp179SV877sN2FC/Cj3uZ3Dl499j8ZJl+MHedsUeFB/buBWu53+Gu1dWY9GiW/Ds8ZcKUmUxW6xuJQDgjzc/SzvPokWL5mz7935Fj3cioynTf/2r1/B3xw6IAXu96Vto27ddFrzlclzKFQVwOXA4HOju7qYbX4lzuVz45je/mdcDfE9Pj1htLBscxyGRSMDhcIBhGNjtdupmHdOFHSdOnEipvpXtstkWlGg0GgwODsJoNIqdnxw/fpyCtwKyWCx4++23odfrEQ6HF1RHPELgtnbtWiQSCVit1hmvDU1NTQCAEydOyKYLv+tcCzSGh4fBsmzKdv1+PxKJRNbrq6qqgt1uRyKRwGOPPVZxvSmThUsIAKMfvCdWg5x49wJcnU8DAOpN30q77NbvfB9/vPlZSsckS5ZMv/EeGnxF/O7cqy9haPCfsGjRLfirxulq0L/+1Wv4MPY7LF6yTOyi/tbblqNlZxs0VbdNp2vyUsp2hWDu/UsRLFp0C/7me08pzrOhfhX6TncjHv8EVVW3YVvz0znlTbm69bbl+JL2L/DawMuK3y9jNLhx4xo+jP0Oixbdgu4XfykLbvM9LuWEArgseb1eqNVqqpZV4oQOM/I5TpFIBGfPnk3bXkuJyWRCdXU1Ojo6EA6HxbdB2QxDUMmEN6Dpqk5mkmtBidCZjNDDXm1t7YIKMopBo9HA5/MBAN555515Ts3cCwQCUKlUqKqqQmNjIxiGQTAYzFhVUWCxWMQ3ltK2g8eOHcu5bSzHcThw4ABeeeWVlOmHDh3CkSNHsl4Xz/MYHx8X2+lt3bo1q+EJCJlr2XTMkc08saReJIVOUBYtuiXtmyulTjKk3npT3tmP0MZq+RfvEKf96NBOjP/mLXxJ+2X85OfD+OHh6WcIofqhUocqgqf+djNuXL+Kqi/8z7TzvPTTH+M7m9dNz1d1W9Hewl1NzFxl/ubNm3Oy7W9t+m7avNv6ne9j81Yr2vZtx66Wb2LkX3+JRYtuSXmTOZvjUg4ogMtCJBLBqVOnsrp5k/nV3t4On8+XMo6T0G188phLAo7jYLfbZUMCzKSnpwfhcFgMFrVaLQYHB6HX67MahqBSzeYNaK4FJbFYDHq9Hk6nEx0dHQgGg2AYBo2NjfSGocC0Wi2MRqNiV/WVRhhGYGBgeuyhRCKBlStXZr28EKgJPaEKb/JyrV598OBBtLe3p5xLW7ZswYsvvphzAUl1dTW8Xi+sVisSiQSGh4dzWp6QfP3wcJfiAM3A5z0sKrWnEqq7CfNk8qd/uiRlmlD9bxmjfK4oVZ+U+sIX/kz2Waimt2jRLbJpbfZt+NbXH8CG+lXY1fJN8a3gm6//64zpfm/iN1j032auivhvI9P3tHT7UmjCm0fhjZWUMJzBXLUnS1d9EgC+takJ7038RjwWx5z78Mt/PpPyJnO2x6XUUQA3g0gkArvdjtOnT893UkgWmpqa4HQ6U/6ELr6dTqdYxUnAcRy2bNkCp9OZU/XYs2fPpowvp9FocPjwYQAzD0NQqex2O1paWlKCaODzNxtKY1DlU1DicDiwZs0a8QHXYDBgZGQEDMNU3HiNpeLhhx+e7yQUTUNDg9jGNZdOXNavXw+GYeDz+RCLxdDb25tz1/NerxcMw6QEfUIPoatXr5adX7W1tQCmzz+VSpWx51CherLw9pqQuTb+m7fw9psjKX/AdFXBmzc/Q1XVrSnLLV68NO0A2wLhzdtdf5E6DIhAafl01SeBzztUqX1Eud2v0ImHkocfeRRrv1qHD2O/SztsQbKPM6wveZvFrPonVFFMbqO3dNl0L8/SAbYLJVP1ycc2bsWiRbekvG3tPtmBePwTseqrknyOSyn7k/lOQCmTBm/JJZ09PT1UnbIEpSvhPn/+PKLRKFpbW2XTpcFbcil38jEOhUJYuXKl+FvQarUIBALgOE72+1iyZLoUcPny8h5jJF/pOo+x2+1gWRY7duxI6YUv34ISn88nVp0UCGP5US97hRWLxRZkL7wdHR24cOECAoEAdu7cmVX1XI1Gg3379sFut8PhcCAcDuPtt9/Oepterxe//vWvFQszli9frniOXb58GR6PB0ajEevWrct4/REKqu6444608xBSSOdefSljEDZ+8U2s/WodHn7kUTGgWnXvA1i8ZJkY6AkefuRRcNynYhW4l376Y/zl1y34kvbLuPW25bLOLBYvXor3L0UUt5mp+uSZn7ux+r4H8YD+a7LpQiCTbiy3hx95FD/Y2454/JOMww9IsXfdI7bXy2T1fQ/iw9jvilr1b2jwFTTb9uPRDd+WbfeLX/xzXPn497LgN/m45CtT9UkheF15z+qU7/548zNcv35VcZ35HJdSRwFcGpFIBHV1dbBarejt7ZV9d/78+ZS3OJVAGGx5YmIi7dhplYTjOJhMJrG9ilDNEph+GJLq6elBS0sLzGaz+AC3d+9eeL1emEwm+Hw+aLVaRCIR7NmzB1arVfFtXiQyfSOZnJxMCfwqRXKQLLDb7dDpdCnfZ1tQEovFcOPGDVmgzbIshoaGUoaLWLp0qfjWleQmEolg9erVMJvN6OzshFarRSgUQldXF1588cX5Tt68OH36NO666y74fD6o1eqs3hJv27YNdrsdPp8PVqs163M9XfDGcRyGh4dhsVgUz7FQKASPx4N169alPQel87Isi/Xr12eVJkLm2o8O7cJPz5zHtuan8f77EXzhC3+GVseziMc/Qbf788K4hx95FPa2Y7h58zN86+ufvxVy/7gdP9jbjo6jL6Jt33YAgN1xDDf/eBPOTuUOsb6k/TL+7pjykB8T717AL//5jNhVfZt9G1bd+wBaHc/i/UuRlDc4j23cikfqGnD3ymq8fykCZ+felC7t/+mXF3DjxjW88ot/xLlXX8Kqex/A33zvKbz5+r/KgpUOZy9W3rMa4xffRLe7E59+cgV77UfB3nVP0YcSOPfqS1j71To8ZFiPh9/6Fd5/PwK74xj+26Jb8PMff96mN91xkX4PTAfUyUF2skzVJyfevYDx37yF1fc9iL32ozjm3Idbb1uOJ5p2Q1N1G35+Sj6WXzbHpVxRAKcgFouhrq4OiUQibSl+JVWpDIVCYvUbAGhpaUFLSwt4np/HVM09k8mEcDiMcDgsdtAgJbR/AYDbb78dAGRBgVarxcjICJ555hlxuvCGSekBymQyiUFiNBpFVVUVnE7njA9blSyXghJhXLLx8XExiDtx4gQ2bNgAm82GI0eOQKPRwO/34+jRo2kfsicmpttdCAUWRG7FihUwm83w+Xzw+XzQ6/X49re/jZMnT1ZkgYPUG2+8AWC6qm8sFhMLYTQaDUZGRrB69Wp4PB5MTU1h//794u/wjTfewOTkZMoyVqsVHo8npUdVYTujo6OyZbxeL2w2G/bt25dSzfiFF17A0NBQTvvj9/uxYcMGWK1W7N27VwzGm5qa8Morr1T88ZwrC62ws1ie3rMVdscx/OTnw7h58zNcem8cf//8QdkDN8d9ips3P0sZ9Ft4E7St+Wlx+Q9jv1UcGwzIXH1SIARp/6uuAQNDE7hx/Srem/gNfnRolzjPYxu3otm2HzdvfoYrH/8BPe5n0r5pvPTeOFbesxrNtv3YvNWKjz/+Pf7xH55LedN06b1xsOzdWPvVOqz9ah3i8U8Q/eC9tPsy19rs2/DDw134wd52LFp0Cz6M/Q4H9++QpTvdcQGAf/iJH8u/+OcAgMVLluEnPx/G22+OyPJRIFSf9HSl7/BJSI++plZsR/lh7Hf4u2MHxOOZy3EpVyo+z6d0lUpVtAf8Ym6rlFVCPlTCPpSjUsh3lUoFo9GIwcFBAJ93QJKpU4x4PC4+ZNbU1CAajSIcDsvebvr9fhw6dAjhcBjAdKB3+PBhxe7VhbZ4UsFgsKgPYaVwLCpZPvmbXIglkP5egekAq7GxMeO6kn/jx44dEwsTMm1n9+7d2LBhQ9r16vV6jI2NzbgP0kKhWCwGs9ksnhssy6K+vl4M5mZjIf6O0x2/hZYPKpUKDevvme9kkBz5h9+j4zYL/uH3SupcpwCujFRCPlTCPvz/7N1/cBP3nT/+p2aSS9pP+CEJmoaSX1qTixsSEyLjlth07BRLo6S50MBZKnzv6547GMmU75AAAhs3k7PxYMVJ7jiQEIPvuH4xXhVz5HKJa5ErnotVGrBCqxA+pI21oSQln168KMZck1zyHX//cLXxWr/9UzLPx4xmQPve9773vdr1vvb9Y3MR6z178FhMLtbv1GA9X78YwOUmBnDjk20BHGehJCIiIiIiyhEM4IiIiIiIiHIEAzgiIiIiIqIcwQCOiIiIiIgoRzCAIyIiIiIiyhHjmoWSiIiIiIhopsumWSjH9SJvvkZgas2EepgJ+5CLWO/Zg8dicrF+pwbr+fql0Wiw97nV010MytDGrR08buOwcWvHdBdBhV0oiYiIiIiIcgQDOCIiIiIiohzBAI6IiIiIiChHMIAjIiIiIiLKEQzgiIiIiIiIcsSUBXCBQACFhYXQaDTQaDRwOByQJGmqNk9ERERERJTzpiSACwQCePzxx1FYWIjm5mYYjUZ4PB4YjUYGcURENK0CgYDycDHep7CwEC6XC7Isq9aTZRler1d5OKnT6WLSxCOKoip/s9msWi5JUkwZ8vLyVGkcDkfSMo/k9XqRl5enlDHevhARUe4Y14u8013VarVix44dKCgoUH3n8/lgt9vhdrsnbFsz2Uyoh5mwD7mI9Z49eCwm13jq1+v1YsOGDTCZTOjq6gIwHEw5HA74/X4YjUZ0dXVBr9er1gsEAigpKQEANDc3Y9u2bUm3k5eXh3A4DK1Wi2AwCIPBoFoer4fKpk2bYLFYlDIJggCj0RhTlr6+PhiNRoiiCABwuVw4cOAAKioqAAA+nw/hcBhGoxG9vb2ZVI8Kf8fXL74HLjfxPXDjs3FrR1Zd88b1Iu90yLKMJ554QhW8AUBTUxN8Ph9b4IiIKCvcd999Md8ZDAa0tbWhqKgIwWAQHR0dqK6ujkknCALC4TB2796dNICLBlYAsGzZspjgTZZlSJKkBJDxvPbaa/jNb34T83cVAAoLC/HEE08oeZ08eRKnT59WAr2nnnpK2RdRFGG1WhNuh4iIstOkd6HU6/Vx/0BE/2jNnTt3sotAREQ0Znq9HuXl5QCA48ePx02Tl5eHiooKRCIRVZA22qFDh7B+/fqEy1tbW1FZWZm0PNXV1XGDN0mSEAwGsXLlSgDA6dOn4Xa7Va10er0ejY2NAIBLly4l3Q4REWWnaZuFMtr/PvqkkIiIKNsle+i4ceNGAMDOnTvjLg8EAgCA5cuXx10uyzJ2794Nm80Gs9mcNBCM57XXXoPdblcCNovFEtPCBwALFy4EAMyZMyej/ImIKDtMWwD32muvQRAEdt8gIqKsJsuyEkwle+hYXFwMk8mEcDiMzs7OmOV79+7Fpk2bEq5/4cIFLFu2DADg9/ths9mQl5eHUCiUVjmfe+45PPbYYynTXb16FQCUljoiIsot0xLAybKMnTt34tixY9OxeSIiopSigVtRUREikQjsdnvKh47R7o979uxRfR/t3hidiCSe4uJidHV1YWhoCD09PUowWFpamnK8eCgUwpUrV5LmH/XKK6/AbrfHbZ0jIqLsNy0BXH19PRobG+P24SciIppOfr8fGo0G8+bNg81mg1arRU9PT8oZk4HhGZYFQYDf71e6TAJAS0uLMvYsHdFgzm63IxKJoKWlJWn6n/3sZ2n1aAmFQjhx4gQaGhrSLgsREWWXKQ/gRFGEVqtl10kiIspKJpMJQ0NDePXVVwEAkUgE+fn5aa8fDdT27t0L4MuWvLH83XO73RAEIeWU/z6fL2X3SVmW4XQ6cezYsZjXDxARUe6Y0gBOFEW8/vrr2LVr11RuloiIKGMWiwW1tbUIh8Mwm81pv/x65cqV0Gq1yqtyWltbsX379jGXY/369YhEIgmXp9t9sr6+Hps2bWLvFyKiHDdlAVw0eBvdBWXk4HAiIqJssmvXLphMJgSDQdTU1KS1jl6vVwK22tpaHDhwAFVVVeMqR/Q1BvGk033S4XBgxYoVaY2RIyKi7DYlAZwoinA4HLjrrrvgcrlUn6KiImXWLSIiomzT1tamtKg5HI601okGbD6fD+Xl5ePqsnj06FFs2bIl4fJU3SejwdvoIC8QCKQ9wyUREWWPGyZ7A52dnbDZbAAAp9MZs9xoNHImLCIimnanTp0CMDyJiSRJyt8mvV6P7u5uLFmyBB6PB1euXMGOHTuUroinTp1CX19fzDp2ux0ejycm+Ipu58yZM6p1dDodBEHAiy++iOLiYkiShJaWFjz99NMJ/06m6j7pcDjQ29urPECNGhgYwIkTJ1KOrSMiouwz6QGcxWLB0NDQZG+GiIhoTAKBAEpKSlTfCYIAk8mErq4uAEBBQQHa29ths9ng8/ng8/li8hm9TjRwiwZfo7cTiURU60QDvpKSEgiCgPLycmzZsiXpQ85k3Sfr6urg8XgAAMFgMGZ5bW1twnyJiCh7aYbGGF1pNJopC8ymclvZbCbUw0zYh1zEes8ePBaTi/U7NVjP1y+NRoO9z62e7mJQhjZu7eBxG4eNWzuy6po3Le+BIyIiIiIioswxgCMiIiIiIsoRDOCIiIiIiIhyBAM4IiIiIiKiHMEAjoiIiIiIKEcwgCMiIiIiIsoRDOCIiIiIiIhyBAM4IiIiIiKiHMEAjoiIiIiIKEcwgCOijEiSBI1Go/rk5eXFpHO5XNDpdMryzs7OjLcliiLy8vIQCARSlsnhcMBsNme8DaLJJIpizPnicDhUaSRJgtVqVZ1PXq93TNsLBAJwOBzKuRfv3AkEAjCbzXC5XGPaxkTxer3Iy8uDRqOBTqeDy+WCLMtprSvLMurq6pT91Ol0qKurS2v9wsLCpNeKaJlGfiRJSpheFEXV8RstnWvm6P3Jy8uDKIpJ9z96jc1kP6IfXiuJctsN010AIsotLS0tMJlMqu82bdqk+n9dXR3efPNNbN++HRcvXoTH48Gjjz6Knp4eFBcXp9xGKBTCG2+8gR07diASiSRNK4oiXnrpJfh8vphypSJJEjo6OrBt27aM1qOZx+FwwO12T3i+zz//fMzvcsuWLcq/ZVmG0WiE1WpFf38/9Ho9AoEAHn/8cQwMDKT925RlGfX19fB4PLDb7Xj55ZeRn58PvV6vStPR0YGDBw8iGAyirKxsYnZyDFwuFw4cOICKigoAgM/ng9PpxNGjR9Hb25ty/bVr10KWZQSDQRgMBkiShIqKCrz55pvo6upKut1gMJjwWiGKIrRarWp5WVkZDAZDTNroNsPhMLZv346NGzfGvb6lc82M7k/0mimKImw2G86dO4ddu3ap0nZ2duLtt9+G0+lMuJ+iKCIcDsfdzzNnzmDVqlUJ1yWi7McAjojSJssyJElKeoMkSRLuuOMO1U1HQUEBNmzYgFOnTqUVwBUUFKCgoAADAwNJb1IAwGq1wmq1wufzpb8jf9bS0oK77ror4/VoZhFFMWkLy1gFAgGUl5fH3ICP1NHRgUgkogoei4uLYbfbsXv37rQCOFmWYTabEQ6Hkz4k0ev1qK6uxn333YeSkpLMd2iCyLKMkydP4vTp00qA+dRTT6GoqAjBYFBp0UokFArB7/ejp6dHCawMBgOeffZZPProowiFQigoKIhZLxAI4OzZs0nLdujQIXR1dakC30RlKC0thSAIShCZaF9TXTMDgQAMBoMqTXV1NZYsWYKmpiZUVVWp8rdYLLBYLDh58iT8fn/cPM+dO6c8EBhdnnnz5mHlypVJ94+Ishu7UBJR2lpbW1FZWZk0zZw5c1BdXa367r777lOWZQtRFOHxeKa7GDTNQqFQTJfGidLY2IiqqqqkaQYGBgAgpuvfnDlzknaPG6mmpgbBYBDd3d1pPSCZbqdPn4bb7VYFF3q9Ho2NjQCAS5cuJV1/cHAQAHD16lXV97NnzwYAzJo1K2YdWZaxefNm7Nu3L2G+0UAqVfAmyzKefPJJ6HQ6dHV1JQzegPSumefPn49p/S0oKIDdbgcAXL58Oen68ezatSvufrz22mswGo1Jy0xE2Y8BHBGlRZZl7N69GzabDWazOeH4jHg3DefPn4fRaIwJ7KaLy+WCzWYDADidTmg0GtV4oFAopBrTYrVaU47Do9zT2dmJ0tJSRCIR+P3+mLFBsiyrxpMVFhYmHZc0UiAQgN/vV7pHJvr9LF++HABgNpuVIE6WZRw4cEAJaFLtg8/nQ3Nzc9xWp2xksVjiBhALFy4EkPpBT35+PrRaLdatW4dQKKR8v3fvXtjt9rh519TU4Nlnn00anDU2NsLj8aCwsDDpeLwXXngB4XAYhw4dSppfutfMRNfFaO+AeAHpWL300kt4+umnJyw/IpoeDOCIKC0XLlzAsmXLAAB+vx82mw15eXmqG6jRopOL7NixI2kXoqm2bds29PT0AACam5sxNDSkdFULBAJYsmQJSktLMTQ0hHA4jHA4jJKSkjFNxELZy2Kx4MqVKwAAk8mEoaEh5XcqyzIWLVoEAHj33XfR39+PwsJC2Gw21NXVpcw7+tAiEonA5/OhpKREFaRFRbtLBoNBFBUVIRAIYO3atWhsbEzajTDqmWeeATAc9JjNZtWEHrkm2qKWqnufXq+H2+1GJBJBaWkpRFGEw+GAIAhxxzF2dnZCEARYLJaEeUaPi1arRTAYhNPpxKJFi2KCLlmW0dTUBEEQcOrUKRQWFiacdGQs18yRBgYGIAjChAXmkiTB5/Ox+yTRDMAAjojSUlxcjK6uLgwNDaGnpwcmkwnhcBilpaVxxw8FAgEIggCPx4NIJAKz2Zz2jct0qqyshN1uV56KGwwGZXzdunXr0p4lj3JbfX09dDqd0tUvGjQIgoCmpqaULbLV1dXo7e3F0NAQ2tvbIQgC/H5/3Nn/3G43amtrlQcFZWVlaQVvkiQhGAxCq9Vizpw5aGtrQ39/P6xWK5qamiata+hkeeWVVxK2oI1mtVrR3t4OALDZbJAkKe5YQ0mSsGfPHjz11FNJ89Pr9ejq6sKVK1cQDodht9sRiURgs9lUD25ee+01AMOB3uLFi9Hb24twOAytVgubzaYK4jK9Zo7m8/nSaoVN12uvvYaKioqUXUSJKPsxgCOijEVvTKI3OS0tLXHTDA0N4dVXX4XRaEQwGMSPfvSjaSht+jo7OxEOh2OeeBsMBlRUVCASiSg3cDRzybIMj8cDo9EYs2zr1q0AgCNHjqSdn9VqxenTp5XzIF6rTiQSQW1tLbRaLZxOZ1rBV3Rs1LJly2C1WmMCTY/HkxMPTYDhbssnTpxAQ0ND2usMDAygvLwcRqMRfr8fhYWFMQ9YHA4HmpubMwpaDAYD3G63EiCOnDEyOj5vzZo1SoveyIc8iY5bOtfMkbxer9L9dqIcPHgQTzzxxITlR0TThwEcEY1Z9EYx2bTfFosFvb29ymxt2XxD+fbbbwMAbr/99phlS5cuBZB6ggXKfRcuXAAACIIQsyw6IU+ms1bq9XrlJv/cuXOqZWazGQUFBdi1axeCwSCMRiM8Hk/a3SAfeuihmO+i0/O/8cYbGZVzOsiyDKfTiWPHjqUdaNXV1aG7uxuiKCqBUTAYVLVwulwurFq1asxdEK1WK+x2O8LhcExguHjxYtX/DQaD0mU22TUunWtmKBTC8ePHk064kqloay27TxLNDAzgiGhc1q9fn/JdbQCUrkDRGeSyWTSQo+vbm2++OaH5GQwGmEwm1fni9XoRDAZVXXa7urpgNBrR1NSUVqAY7/yLTgQSneUym9XX12PTpk1pB1qhUAhNTU3YuHEjgC/HxEWDuGgLp9PpxIYNG2JeYg1AmbQm1cvMf/CDHwCIrcfRM2BGywGkvsYlu2ZGg9nRs3SOF7tPEs0sfA8cEY1beXl5yjTRGeYWLFgw2cUZszvuuAMAkr4rKjprIM1c0d/omTNnEqYZz0uwV6xYofz7+PHjMV019Xq98k6zy5cvJxwTlp+fDwA4ceJEwm1l++/V4XBgxYoVSScYGS367rPo/kc1NDTA4/EoreTNzc1x13c6nRAEAevXr0+rfgRBUI5BtOXt9ddfT9i9MZ1XOcS7ZsqyjLVr16K5uXnCp/k/ePAgZ58kmkHYAkdE43L06FFs2bIlZbpTp06hoqJCdWMiy3JWTc+/cuVKaLVa+Hy+mJaPixcvQhCEnHjPFo3PyJay0ePVPvjgAwDA6tWrM85XkiTIsqy68TcYDAgGgzFd9KLvNBv5wEOSJFX3PL1er3TxG30e5cLvNRq8jQ6EAoGAaj8DgYCqfqIPWk6fPq1aL9q6FF2+bdu2uB8AyMvLw7Zt21LWz5EjR7Bnzx7l/xaLBYIgQBTFmGPW19envLstmXjXzJHB2+iWSK/XmzLPZNh9kmjmYQBHRGnR6XQoLCxUbhSjrwh4+umnVUFZXV0ddDqd6j1KXq8XR48ejRnTUVNTg5KSkoQ3KNGWsPPnzyctW/Rmr6+vL+NZIs+ePYvOzk64XC7o9XocPnwYwPAYomgQ5/V6IYoijh07llHelDv6+voQCASUSSjcbje0Wi0cDofym48ub29vT9pCEgqFlPcHRn9DgUAAtbW1OHjwoCrtli1boNVqYTablbShUAibN2+OmZHRaDRiyZIlquCmoaEBRqMRlZWVyvepfq/R8ylZS/Nkczgc6O3txaVLl+ByuZRPXV0dNm/erAQxXq8XJSUlqKmpUda1Wq0wGo1Yt25dzPXIaDSOKVCxWq3Q6XRKwC7LMlwuF7RabUzrYLRe165dC1mWlfcFarVa1SSXA0wSAAAgAElEQVQs6V4zZVmG2WzG3Llz4ff7VfXhcDjijqmTZRl9fX0AkHJcMbtPEs08DOCIKC3RJ/0lJSXIy8tDS0sLtmzZEvP0/OGHH4ZOp4PT6cS8efNQWFiIgYEBdHV1xdxARCeJGD1pSCAQgEajUSZ9iI5jicdsNmPJkiUAgHA4jHnz5qUc1wJ8+f4tn8+HPXv2oKqqCsDwE/boO+IEQYBGo0F3dze6u7tz5kXJlJn29naEw2FUVlaqxqIFg0GUl5ejpKQEGo0GmzdvxuHDh1PODLhw4UJUVFTA5/NBEAQUFhbi1KlT2LdvX9wZTru7uyEIgvJ7e/LJJ7FmzZqYd5oJggCtVqt6sXN0+vtocJfq96rRaLBhwwYAw9PUazSaKW8Fr6urg8fjUd63NvLT1NSk6l4YvTaMnlCmq6sLVqsVjz/+ODQajdINNd51Jh1PPPEEdDodbDYbdDodampqsHz58rivJigoKEB3dzdkWca8efOU9wWO3na610yz2YxgMAifzxdTHx6PB4899pgqvcvlwrx58xAOhwEAS5Ysift6iijOPkk082iGhoaGxrSiRoMxrprV28pmM6EeZsI+5CLWe/bgsZhcrN+pwXq+fmk0Gux9LvMuxDS9Nm7t4HEbh41bO7LqmscWOCIiIiIiohzBAI6IiIiIiChHMIAjIiIiIiLKEQzgiIiIiIiIcgQDOCIiIiIiohzBAI6IiIiIiChHMIAjIiIiIiLKEQzgiIiIiIiIcsQN012AbCZJEmpra+Hz+QAAJpMJO3fuRHFx8TSXbHKIooidO3fi0KFDM2IfJUmCIAiq7wRBQF9fX9J1jEYjtm/fjm3btmW8vdbWVvh8PoTDYTQ3N8fkIUkSWlpaIEkSurq6MsqfaDKl89uUZRkvvPACPB4PIpEI7HY7GhoaoNfrp7i0RDQTzZo9HyWP/C1uv+N+eP9hXUbrWlY5cfsd9+OGG2/Cp58M4u3f+HH6l76YdEUPV2DxEhNu/sosfPH5Z3j/0jl0Hm9OmOdtC/4SN39lVtI8R3pgqQX35D8M/bw7ccONN6Hn5D/jrbOdWLAwH6usf5dwvffCwYTlWLAwH997si5pWafaA0steLDwcdwyS5923QDAikeqcP+D5oTLo/WVyXZmzZ6PMrMdX7/tHuX4v/vOL/H6L1rHvoNZji1wCciyDKPRCABobm5GRUUF/H4/SkpK0NnZmWLt3BIKheD1euFwOBAOh6e7OBOmpaUFJpNJ9dmzZ0/SdRwOByKRSMbb8nq9EAQBb775Jvbs2YNwOBwTvImiiNraWng8nozzz1WiKEKj0ag+DodDlUaWZdTV1UGn00Gj0UCn06Gurg6yLGe8vUAgAIfDoeQVCATipjGbzXC5XGPer5km3d+m2WzGiRMnEAwG0d/fj97eXpjN5jEdq+uZKIqwWq3KORHvdzqaJEkx5xJNr7q6Oh6HCVT0cAVKHvlb3C0YccONN2W07l/99U+g1X0D7186hz9++Dvc/JVZMH57NR5YaonZxuIlJnx4+bf44NI5AMDdghGWVc6YPFev3YX5X7sbP/+357CvZQ0+vPxbGL+9GiseqYpbhlmz52P12l0oKfshAOBXPUfw0wMOJRhZ/p11+OLzz/Bx5MOYDwC8e6En4f6VmuwZ18lkKnq4AiVlP8Qf3j+PfS1r8O47v0xaNyMtuvdhfPrJYEwdXBuU8cXnn6mCt3S38/iaeszVLlCO/w03/AXuf9CMv/rrn0z4vmcLtsAl0NraCrfbDavVqnxXWlqKDRs2YNOmTbBYLEnWzi0FBQUoKCjAwMAAnM7Yi1gukmU541Yul8uFuXPnZrwth8MBj8eD/fv3o7q6OmE6q9UKq9WqtOheD55//nmYTCbVd1u2bFH9f+3atZBlGcFgEAaDAZIkoaKiAm+++Wbax0+WZdTX18Pj8cBut+Pll19Gfn6+qmVIlmV0dHTg4MGDCAaDKCsrG/8OzhDp/DZdLheCwSB6enpgMBgAAD6fD4IgoLW1NeMW6+vZ6PpubGxM+VtvaWlR/v3qq6/OqL9BuSgQCKCpqWm6izGjRFtV1lbtwVztbWmvt2BhPv77WgT/9rMvW7e+a/kx/vKbK7DwzvtVAcHXv/GXaN33t8r/F927HOWPbYZW9w1VniseqcKtt92D4+JPcPmDCwCAzuPNWFu1B/c/aEbfb08p3wPDwdv3bQ24+eZbYlqQoss///yzuK2K0aDy3XdOxd0/yyon/r8v/ift+phss2bPxxLj9/Bx5EP8R+c/AgBe/0UrvvZ1A/IXl+LXvS9j8OpHcdd9YKklYcvYX/31T3DjiCA13e08sNSCzz4dRFtbnbJu9LguvON+LFiYrzpWMwVb4BKYM2eOKngDgOrqagiCMKNaqWaq1tZWVFZWpp0+FArh5MmT2LhxY0bb8Xq9aQVv16NAIIDy8nJ0dXWpPtGbf2C43v1+P1588UXle4PBgGeffRZ+vx+hUCjldmRZhtlshiiK6OnpgdvtRnFxcUy3Pr1ej+rqarz44osTu6PXiQMHDkAQBFX3aoPBAKPRiN27d09jyXKbIAgpf+uSJOHEiRPK/xm8TS9ZlrF582allw5Nr8Gr/coNftR//Z/h+7T/+exPqu9Pdql7GUSDptEB0u13FQBAzI3/+xeHz9PC5WtU3z+6yolbZulx0u+OCd6Gy/iRKsBUb+sB9H90Me6yRfcuh1b3DfzvcyfjLp8ODxY+jhtuvEmpi6j3L76FG268CUXF1gRrAm+d7UzYrXHe/Lvw/sW3Mt7O174uoGNE8AYMH9c/fvi74Xy/dnf6O5dDGMAlkOhmPC8vD1qtdopLQ5mQZRm7d++GzWZTbuxTpf/Rj34Et9ud0XYkScKOHTtgMpkYvMXR2NiIqqrk3SkGBwcBAFevXlV9P3v2bADArFmzUm6npqYGwWAQ3d3dM2LsZjYKhUIIh8PIy8uLWVZYWIhIJJJWN0CKtXXrVgDDD4MS6ejowPr166eqSJRCTU0NXnzxRY79zBLxWnu+9nUB1wblmMBudNpF9y7HF59/FhNU3HKLLu62PvzDcEB3y6x5yndFD1dAP/9OvBcOJmxFS0Y/7070njoa8/2s2fOx/Dt/g25/dg27WLAwHwCUrp9R7/9+OPi69bZFGee56N7lAKAa25budkYf46g//Wn4vuKTP32ccXlyAQO4DMmyHNMyR9nlwoULWLZsGQDA7/fDZrMhLy8v4RPuF154Ac8++6yqZSgdra2tiEQieOihh2C1WpVxV1ar9bofExQIBOD3+2E0GmG1WhPe3Ofn50Or1WLdunWq47N3717Y7faUx6SzsxM+nw/Nzc0oKCiY0H2gL124MHzT8tBDD8Usu+uuuwAA58+fn9IyZTtRFFFYWJhyXOfq1auh1Wrh8XggSVLMclmWceDAgZQPQ2hqRMc782FRdlqwMB+r1+6CsKgI/9penzDdrNnzYVnlRJnJgV/1HEnYxW7W7Pmq/8cL0O5dXApguLVvbdUe1Gw5iur/53Ba469WPFKFTz+9Fnf7ZWY73nm7O+u6//2vPwe37/X1qr6PljNR8JtMwUOPxrRCjnc7NyqTmWQeVOcCBnAZkCQJwWAwZgwPZZfi4mJ0dXVhaGgIPT09MJlMCIfDKC0tjblB6uzsRCQSGVOXpOj4lTlz5qCpqQlXrlzB/v374fP5rvuJHc6fPw+j0YhIJAKfz4eSkpK4daLX6+F2uxGJRFBaWgpRFOFwOCAIQlotos888wyA4WNgNptVN8s0cS5dugRguJ4TGRgYmKriZL26ujo8//zz8Pl8GBoawvbt29HU1IT6+tgbSr1ej+3btwMYfig0WkdHByoqKtjakwUkScLx48exa9eu6S4KxfHAUgtWWf8Ot/55JsLv2xqUlp3R/ma9W5ks5dslP0DRwxWq5QMf/x8Aw934Rm9jpAUL83HLLD2++Pwz/M9nf8LLRxvw0wMOyP2/x8I77sfqtcl/KwsW5uMP78c+/Cp6uAI33nhTWrM6TrWbvzLcMybROLexTLain3cn/vdb/zGh25k3/y68+84vMy5LrmAAl4Ha2lrs378/45Yamj7RYM5utyMSiagmApBlGc888wwaGhrGlHd0LOS2bduU30R1dTXsdjuCwSA6OjrGvwM5qrq6Gr29vRgaGkJ7e7syzsdsjp062Gq1or29HQBgs9kgSVJaN0jRByparRZz5sxBW1sb+vv7YbVa0dTUFDPbJdFUiE5uMXJcZ7SV7cqVK3HXWb16NQDA4/HEPOR47rnn2PqWJRwOB5qbs2MKd4r11tlO7GtZg+CvOnBtUMYts/RY/p2/iZt2X8sanHjlRcgf/R433HgTlhi/p3TZA4A3T/8rACB/cakStC26dzm+ef/w5FeffTrc/T86vuratSt4/RetGLz6EQavfoSOtjp8+skgbr3tnoRB5KzZ86GfHxu4zJo9H/cuLoX/3/9+HLWRO4oersAXX/zPhLaUfdfyY/z3n4/JTMUALk2iKEKn03GsU45yu90QBAG9vV82xa9duxYHDx4c15PteIPYH3vsMQBAd3f3mPOdSaxWK06fPg2j0YhgMBh3TOLAwADKy8thNBrh9/tRWFiYsgXz8uXLAIBly5bBarVCr9crLXqCIMDj8aQ1CQqllqzlLZM014MjR44AQMxkL1euXEk4HtdgMCgPmUa2womiiPLycj40zAIulwurVq1iV+0ccPqXPvyLdwM+/WQQt8zSJwyg3n3nFMR/2TI87fyNN+GbD3xXtazn5D/j00+voaTsh6iq+Scsyi9Rlo+cbAMArg32x+Qf7RJ4pyG26zkw3Lp3bVCO6SL5+Jp6nPrPnyZseZpuX3z+2biWj5ZoEpexbmfRvctx622L8GqWvC9vsjCAS0MoFMKhQ4cynuSCssv69euVd7xFx2gtWbJE9V6lkpLhC7TT6Uzr/Uzx3hkXnYDj449n5sDZsdDr9UqX03PnzqmW1dXVobu7G6IoKq2lwWAwbmtdPPHGZVVUDHeHeeONN8ZZcgKA++67DwBw9uzZmGUnT55UpbnexRvHlo5o1/yRM3o+//zzfGiYBQKBAM6ePctjMQ6WVU7UbDka85lM0e5zX/lq8tcDnfrPwwCAv7jpq6rv3zrbiX/xbsC+ljVo3fe36PnFP2HO3K/j008GY7o23hinO9/nfw4wRucbFa/75ANLLZirvQ3lj21W1VP03XJ3C0bUbDka05VzKl27NtyTYHRgHC1TdHm64nWfHOt2Zs2ej2UPW9Ht92RtADxR+B64FEKhEJxOJ9ra2qa7KDQBysvLAQALFiyI2xXm4sWL8Hg8MJlMKCsrw4IFCxLmFW1RkiQp7hNyvmdMzWAwwGQyqYLeUCiEpqYm9PQMv8A02oIGDHcni77wOJl4QXS0NYjjsiZGcXExtFotgsFgzLK+vj5otVpO6jBO0fPD7/dDFEUsXLgQer2eLT5ZoLGxEX6/P+F7EjUaDUwmU0bvHb3efPD7c6kTTbDo7IX9//Ve0nTRFrBrV2Nb0UZ6dJUTN9x4E076v3yY/15fL0rKfog5cxO/ty7evke7T47u4tf/X+/hvXDsdfarX52NW2+7Bx9HPkTkyh9S7tNk+uOH72Ku9jbc9o18VbfH6Lv7/vjhu2nnlaz7ZKbbmTV7Ph5fU48zvxSzbuKXycAALomRwdvobnZer5dP43LM0aNHlT/ABoMh7ouHA4EAPB4PysrKYpYHAgHVy6Gffvpp2Gw2dHR0qNJ+8MEHAL4c10JqK1asUP7t9/sBDM9GOVJDQwM8Ho8yeUY80XVGvh9rtOXL43edocxt374dTqcToVBICSokSUI4HOa4oBGiD3M6OztjJkdK9UBi586d8Pv92LlzJ/Ly8rBz585JLSulp7KyMu4DuQMHDii//zvuuGMaSpY73jrbGff9aGOx6N7l+O9rkZQ36QvvvB/yR79Pme6BpRZ8+skgft37csI0q9fugn7+nTj36y5VMDF49SP88cPf4dbb7sEDSy2qffzqV2fj008G4+53ou6Tlz+4ELe8Dyy14Nbb7kHkyh/QOc1dA08HRAiLilRjBgHga1834IvPP8PpwJddxRcszMf/ukWbcHxbsnfgZbKdkcHb6G191/LjhK8ayGUM4BIIhUIoLS2F3W6PmRns5MmTGb0kOldEu0edP38+p5+m63Q6CIKAF198EcXFxZAkCS0tLXj66afHPJbE6/Viw4YNqKioUMaxWK1WvP7663A6nVi8eDEsFgsCgQAcDgfa29vjbis6Jquvrw+yLF9XM8tJkhTzGo7oTc/p06dVN7vRehl5UyRJEgYHB5XgQa/Xw263w+PxIBAIqH6zFy9e5FTfGUr129y2bRuOHj2KH/3oR+jq6sLAwAAqKipgNBo5ycYIjz32GDweDzZt2oSioiKlHmVZxuuvv540gCsuLlZa9qP/p+mX6JidPHkS4XA47sNAGptZs+fj5ptvATAcqI2+GV9073KUP7YZX3z+Gbz/sA4A8Fd//RN8/bZ78P6lc+j5xT9h8OpH+K7lx5j/tbtVrxIoergCxm+vxh8//B1O/edhXP7gAh5YakHht1fj9V8cjOlyt2BhPvL+cjkW3fswbrjhL9Bz8p/jBmP+f/97fN/WgMJvr8Ynf/oY775zCt+1/Bj6eXeqWutG5x1v9slcMHj1I/wm+O8wfns1VjxShdd/0YrvWn6MW2+7B+d+3aWqx+89WafMFhkviEtWR+luZ9bs+fi+rQGffXoNi/JLVGMVv/rV2RO561mFAVwckiShtLQUkUgETU1NcdPMpC6VgUBAGfsFABs2bMCGDRswNDQ0jaUau+hNfUlJCQRBQHl5ObZs2TKuiQBuv/12AIAgCKrv3W638h6zSCQCo9GIw4cPx30tgdlsVlqcwuEw5s2bh+bm5hn3xz8UCmHJkiWoqKhAU1MTDAYDAoEA9u7di4MHD6rSWq1WPP/881i3bh1efvllVcBtNBqxcuVKJW30tQS/+c1vlCCuoaEBvb29qKysxLFjx1BQUACv1wtRFBNOIhN9X1m88VzXq3R/m11dXaivr8e8efOg1Wpht9vx1FNPXVcPIlKxWCyoqKiAz+dDUVER1q9fj4GBAfh8Phw7dkxJFx1fO/rhQ7Rlv7GxUZXvyPG48Vr3iHKdZZUTdwtfTgxW/thmLHvYirbWTcp3/30tgi8+/wyffnpN+e7//OG3mDf/LtwtGHG3YMS1QRkf/dd7+Nf2elUw8f7v38K9i0tx6233YJX17/DpJ4MY+PhD/Pzfnotp9VpbtQdztbfh2qCMDy//VgkM4xm8+hH+tb0ej65yovyxzSh/bDPkj36Pk3533KAlUffJXBIdA7h4iQn3P2jGtUE5boD76afXcDOGj9to6cw+mc52vm9rwC2z9Lhllh76+XfG5BH81cycEVwzNMa7dI1GM2U3+FO5rWw2E+phJuxDLprKepdlGTU1NUp3VaPRiDVr1qCqqirujb4sy6ivr4coiohEItBqtbBarWhoaFClLywsRDgcRjAYVAXjo7dXUVGBHTt2xB07pNFoYr7r6emZ0pYOngOTK1vqt66uDh6PB5FIJOY3Ge93OLLMZrNZNZ4qXvrR60y1bKnn6RR98HG91YNGo8He5zhEINds3NrB4zYOG7d2ZNW5zgAuh8yEepgJ+5CLWO/Zg8dicrF+pwbr+frFAC43MYAbn2wL4PgaASIiIiIiohzBAI6IiIiIiChHMIAjIiIiIiLKEQzgiIiIiIiIcgQDOCIiIiIiohzBAI6IiIiIiChHjOs1AkRERERERDNdNr1G4IbxrMz3wE2tmVAPM2EfchHrPXvwWEwu1u/UYD1fv/geuNzE98CNz8atHdNdBBV2oSQiIiIiIsoRDOCIiIiIiIhyBAM4IiIiIiKiHMEAjoiIiIiIKEcwgCMiIiIiIsoRUxbAhUIhmM1maDQaaDQaOBwOyLI8VZsnIiIiIiLKeVMSwEmShCeffBIPPfQQmpubIQgCPB4P1q5dOxWbJyIiSigQCCgPF+N9CgsL4XK5Yh46yrIMr9eLwsJCaDQa6HS6tB5MiqKoyt9sNivLMnnY6fV6kZeXp6S1Wq2QJClpOp1OF3dfiIgod0xJANfR0YHTp09j165d2LZtG06fPg1BEOD3+6di80RERAkVFxdjaGgI+/fvBwCYTCYMDQ1haGgI4XAYer0eTqcTZrNZFfjo9XpUV1fjxRdfBABEIhG0tram3N7OnTsBAFqtFuFwGF1dXQAye9jpcrmwY8cOHDp0CENDQ+jv74dOp4PRaFSV0eVy4bnnnkNFRQVqa2uh0+mUfSEiotw0JQFcVVUV9Hq98n+9Xo+8vDxotdqp2DwREVFK9913X8x3BoMBbW1tEAQBwWAQHR3xX+YqCAIAYPfu3Um3IYqi8u9ly5bBYDAo/8/kYefu3buxfft2FBcXAxj+u9rQ0IBIJKKUUZZlnDx5Uslz165dSp7BYFBVFiIiyh1TEsCNDN6A4T8qfX19OHz48FRsnoiIaMz0ej3Ky8sBAMePH4+bJi8vDxUVFYhEIkkDo0OHDmH9+vVxl2XysDMSiWBgYCCmnAAwZ84cAMDp06fhdrtj8mxsbAQAXLp0KWE5iYgoe035LJSiKKKoqAjr16+HxWKZ6s0TERGN2dy5cxMu27hxI4Avu0iOFggEAADLly+PuzyTh50mkwlNTU2qYNHr9cJoNGLlypUAAIvFomrhi1q4cCGALwM9IiLKLVMawJnNZthsNoTDYTidTrhcrqncPBERUcZkWVYCpSeeeCJhuuLiYphMJoTDYXR2dsYs37t3LzZt2pTWNlM97GxuboZWq4XNZkNdXR1EUcTx48fR1dUVEwiOdvXqVQBQAj0iIsotUxrAdXV1IRwOo7m5GQDgdDrj/pEjIiKabtHAraioCJFIBHa7HVarNek6lZWVAIA9e/aovpckCcFgMK2eJ+k87CwoKEB3dzcEQUBTUxMcDgfa2tpSBm8A8Morr8But8dtnSMiouw35V0oDQYDtm3bhvb2dgDAT3/606kuAhERUUJ+vx8ajQbz5s2DzWaDVqtFT08P3G53ynWtVqsy8Ui0yyQAtLS0KGPPUkn3Yefg4KBq7N2iRYsQCoWS5h0KhXDixAk0NDSkVRYiIso+Ux7ARUX/yH388cfTVQQiIqIY0dcIvPrqqwCGJwzJz89Pe/1ooLZ3714AX7bkpWq9GynVw87Ozk5UVlaira0Noihi//79iEQiKC0tjfsuuGg5nE4njh07llZLHRERZadpC+CA4Vm72IWDiIiykcViQW1tLcLhcMw74JJZuXIltFotfD4fJElCa2srtm/fPqYyJHrYuW7dOqxfv14JxKqrq9He3o5IJIKWlpa4edXX12PTpk0oKCgYU1mIiCg7TFsAJ8syzpw5g+rq6ukqAhERUVK7du2CyWRCMBhETU1NWuvo9XolYKutrcWBAwdQVVU15jKMftgZCAQQiUSwePFiVTqr1Qqj0Ri3Bc7hcGDFihWc/ZmIaAaY9ABOkiTodDqYzWZlPIAkSTCbzXC73XwSSEREWa2trU1pUXM4HGmtEw3YfD4fysvLx9xlMd7DzgULFgAAfvnLX8ak1+v1MT1bosHb6C6cgUAg5Zg5IiLKPpMewBkMBpSXl8Pv96OkpAQ6nQ61tbV48cUXMxoPQERENJlOnToFYHgSk5GtWHq9Ht3d3QAAj8cDq9WqCnxOnTqFvr6+mHXsdjsAYMuWLXG3c+bMGWWdTB52GgwG1NbWoqmpCV6vF8BwoOf1emOCPYfDgd7eXly6dAkul0v51NXVYfPmzXyISkSUgzRDQ0NDY1pRo8EYV83qbWWzmVAPM2EfchHrPXvwWEyusdRvIBBASUlJzPcmkwldXV3K/0VRhM1mS5rXyHUkSUJLS4sye2Wq7VitVvh8PgCAVqtFeXk5Nm7ciOLi4rjbcrlcOHDgAMLhMACgoqICO3bsUIKyuro6NDU1JSxrbW0tdu3alXR/EuHv+Pql0Wiw97nV010MytDGrR08buOwcWtHVl3zGMDlkJlQDzNhH3IR6z178FhMLtbv1GA9X78YwOUmBnDjk20B3LTOQklERERERETpYwBHRERERESUIxjAERERERER5QgGcERERERERDmCARwREREREVGOYABHRERERESUIxjAERERERER5QgGcERERERERDmCARwREREREVGOYABHREQ0SRwOBzQajeojiuJ0F4uIiHLYDdNdACIioplIkiScOHECJpNJ+W7u3LmwWq3TWCoiIsp1DOCIiIgmQUdHB/bs2QOLxTLdRSEiohmEXSiJiIgmmCzLOHr0KIM3IiKacAzgiIiIJlhrayuCwSDy8vLgcDggSVJG68uyDIfDAZ1OB41Gg8LCQo6dIyIiAAzgiIiIJtzFixchCALC4TA8Hg8EQUBdXV1a68qyjEWLFgEA3n33XfT396OwsBA2my3tPIiIaOZiAEdERDTB3G43+vr60N/fj+bmZmi1WjQ1NaUVgNXX10On08HtdkOv10Ov18PtdkMQBDQ1NSEQCEzBHhARUbZiAEdERDRJ9Ho9tm3bhu7ubiWIS9adUpZleDweGI3GmGVbt24FABw5cmTSyktERNmPARwREdEkKygogNvtBgC88847CdNduHABACAIQsyy++67DwAyHk9HREQzCwM4IiKiKRB9/9vVq1dTpn3zzTcnuzhERJSjGMARERFNoWXLliVctmDBAgDAmTNnEqYpKyub8DIREVHuYABHREQ0BURRRG1tLQwGQ8I0BoMBJpMJkUgk5rUBH3zwAQBg9erVk1pOIiLKbgzgiIiIJpDX64VGo4HL5YIsywCGg7eXXnoJTz31VMr13W43tFotHA6HMuNkIBCAw+FAe3t70gCQiIhmPgZwREREE+hb3/oWjEYjnE4n5s2bB7PZDGA4iNPr9cv8k3sAACAASURBVCnXNxgMCAaDKC8vR0lJCTQaDTZv3ozDhw8r4+iIiOj6dcN0F4CIiGgmKSgoQG9v77jyMBgMEEUxphslERERW+CIiIiIiIhyBAM4IiIiIiKiHMEAjoiIiIiIKEcwgCMiIiIiIsoRDOCIiIiIiIhyBAM4IiIiIiKiHMEAjoiIiIiIKEcwgCMiIiIiIsoRDOCIiIiIiIhyBAM4IkpIlmW4XC7odLq01+ns7IRGo0EgEIi7XBRFaDQa1cfhcKTMV5IkWK1WZR2z2ZxwG2MtO9FoE3kOOByOmN/+yE8qM+0c8Hq9yMvLg0ajgU6ng8vlgizLGeURXX/kR5KkhOkDgQAcDgd0Ol3cY+RyuZQ88/Ly0NnZmTCveMdTFMWE6SVJQl1dnZK/y+UaU56Z1lsgEIDZbI67PSLKTTdMdwGIKDt1dnbi7bffhtPpTHsdWZaxbt26pGmef/55mEwm1XdbtmxJma/RaER5eTmam5tx9uxZ+Hw++P1+vPrqq7BYLOMu+0gOhwNut3tM69LMMZHngCRJ8Hg8MBqN0Ov1qmV9fX0wGo0p853Kc2CyuVwuHDhwABUVFQAAn88Hp9OJo0ePore3N608RFGEVqtVXU/KyspgMBhi0sqyjPr6eng8Htjtdrz88svIz89XHQuHw4He3l6cOHECBoMBLpcLjz76KNrb22G1WlX5SZKEEydOqLY9d+7cmHRRXq8XGzZsgMlkwp49e3DvvffGlDOdPDOpN1mW0dHRgYMHDyIYDKKsrCxhXRJRbtEMDQ0NjWlFjQZjXDWrt5XNZkI9zIR9yEXjqXez2Qy/35/W+mazGXPnzoXP50NPTw+Ki4tVywOBAH7+859j165dGZXB5XLhjjvuUN3IRG+IBEFAX1/fuMseJYoiDh06hK6urozKmC6eA5NrMup3Is4Br9eLb33rWygoKIhZp7CwEE8//XTCm39gas+BdIynnmVZxtq1a9HW1qYEULIso6ioCOFwOG7AFI/ZbFblkWx7ZrMZ4XAYL7/8csx1CRg+7202G8LhsCqwitbf6O9dLhcWL14cEzjH43A44PF4sH//flRXVydMlyrPsdZbIBBASUkJmpubsW3btpTlTUWj0WDvc6vHnQ9NrY1bO3jcxmHj1o6s+tvNLpRENCG8Xi/KysqwdOnShGkaGxtRVVWVcd5z5syJuTGprq6GIAgIh8MZ55dIKBRKqzsnUTzJzoHq6uq4wZskSQgGg1i5cmXSvKfqHJgKp0+fhtvtVgVeer0ejY2NAIBLly6lzCMQCMBgMKQM3gCgpqYGwWAQ3d3dcYM3ADh06BAAxLSKVVZWAgBaW1uV72RZxtGjR9MK3rxeb1rBWzp5TkS9EdHMwACOiMYtFArh4MGDSZ/uBgIB+P1+GI1GWK3WpGN3Rkt045OXlwetVptxeePp7OxEaWkpIpEI/H6/MsYoSpZl1diZwsLCpONd6PqSzjkQz2uvvQa73Z4yEJmKc2CqWCyWuN0cFy5cCGA4WE2lsbERHo8HhYWFSceAdXZ2wufzobm5OW4AHXXmzJm43+fn5wMA3nzzTeW71tZWBINB5OXlweFwJBxzJ0kSduzYAZPJlDR4SzfPiag3IpoZGMAR0bg5nU74fL6kac6fPw+j0YhIJAKfz4eSkhKYzeaMJy0YSZbltLpapcNiseDKlSsAAJPJhKGhIaUbpSzLWLRoEQDg3XffRX9/PwoLC2Gz2VBXVzch26fcls45EM9zzz2Hxx57bMzbnchzYLpdvXoVAFK2RkavGVqtFsFgEE6nE4sWLYr7QOWZZ54BMBzcmM1mZeKPROft6OtRvKDv4sWLSsunx+OBIAhx82ttbUUkEsFDDz0Eq9WqPPyxWq0x20k3z3jSrTcimjkYwBHRuNTV1aGysjLuk+GRqqur0dvbi6GhIbS3t0MQBPj9flUrVyaiXc9STYAyEerr66HT6ZTuS3q9Hm63G4IgoKmpKaPWRJp50j0HRguFQrhy5UpaXfHimcpzYCq88sorsNvtKetRr9ejq6sLV65cQTgcht1uRyQSgc1mU80aGa0frVaLOXPmoK2tDf39/bBarWhqalJ1ly4vLwcw3CI6Urxz2+12o6+vD/39/WhuboZWq0VTU1NMwBUN6OfMmYOmpiZcuXIF+/fvh8/ni3l4lW6e46k3Ipo5GMAR0ZgFAgGEw+GMWwCsVitOnz4No9GIYDA4pq6ItbW12L9//6TftMiyrMweONrWrVsBAEeOHJnUMlD2Gus5AAA/+9nPxtV6NlXnwFQIhUI4ceIEGhoaMlrPYDDA7Xajvb0dALBp0yZl2eXLlwEAy5Ytg9VqjXn44vF4EAqFAAA7duwAMDzhSDRoC4VC2Lt3r7Kd0fR6PbZt24bu7m4l4BrZ9TE6NnHbtm3K+tXV1bDb7QgGg+jo6Mg4z9HGWm9ElNsYwBHRmMiyjM2bN2Pfvn1jWl+v1ytPqM+dO5fRuqIoQqfTpRxXMhEuXLgAABAEIWbZfffdBwBJb7Bo5hrvOeDz+cbcfXIqz4HJJssynE4njh07ltakJPFYrVbY7XaEw+GY7okPPfRQTProNPxvvPEGgOGukj09PRAEASUlJcjLy4Pf71fSJztOBQUFymtH3nnnHdWyeA9+onl1d3ePKc+oiag3IspNfA8cEY1JdND9vHnz4i4vKSkBgKTT7hoMBphMJkQikbS3GwqFJnWa/0RGTmJABIzvHBhP98npOgcmS319PTZt2pR0kpF0/OAHP4DH48HAwIAqoIl3fYlO+DEwMKB8V1xcrHqXmizL2L17NwRBSHmcrFYrbDabMh4t2bZnz54NAPj444/HlGfURNUbEeUeBnBENCbLly9Hc3NzzPcnT56E3++H3W7HXXfdlVZeK1asSCtdKBSC0+lEW1tbRmUdjwULFgBIPEsdAL4g9zo1nnNgrN0np+McmEwOhwMrVqwY8zjA0QRBULorRmeQPHHiRML0y5cvT7ispqYGkUgkaUvZaMuWLVP+He0iLklS3C6Y6V43RuYZNdH1RkS5hQEcEY1JcXFxwncq+f1+/OAHP0i4PEqSpLiz6AUCAeTn56ueoo+8cR3dXcjr9U5aV7JoK6Hf74coiqqyfvDBBwCA1av5ctTr0XjOAZ/Phz179iTMO5vOgckSDULinf+zZs1SWpbi1UU8R44cUdWpXq+H3W6Hx+NBIBBQHYvorI+Jjo/D4YDP50N7e3taLVyiKKK2tlYVqD399NOw2Wzo6OhQvV4i3etGvDyjZUun3oho5uIYOCJKSJZl9PX1AYAy2H8sQqGQMn12dLxYIBBAbW0tDh48qErr9XpRUlKCmpoa1fqlpaV46KGH0NraCpfLpXzMZnPc9x+Np+x9fX0IBALKLHVutxtarVY1wUF0eXt7+4yYRILim6hzYKRU3Sez4RyYbA6HA729vbh06ZJqX+rq6rB582YlCIlXF9Ep+aOTH8myDJfLBa1WG1OnDQ0NMBqNqKysVOrA6/VCFEUcO3ZMlVaSJIiiiLy8PIiiiJ6enpggyev1QqPRqN49J4oiXnrpJTz11FOqtNFxeU6nU5kdM951I5M80623kc6fPw8AOHv2bNJjQkS5gy1wRBSXy+WC0+lU/r9kyRKYTKYxjbtZuHAhKioq4PP54PP5YDQasWbNGuzbty/mqfrtt98O4MtJQyRJUl6w3dTUFDf/0d3JxlP29vZ22Gw2VFZWKjd4BoMBwWAQtbW1yrgmo9GIw4cPswvTDDaR58BIqbpPTvc5MNnq6urg8XgAAMFgMGZ5bW2t8u/RdQEATzzxBILBIGw2GxwOB8rLy7Fx48a4rWnRVw7U1NRgyZIlAIYnMOnu7lYFO2azGX6/H0ajEevXr0dVVVXcFr9vfetbMBqNcDqdcDqdMJlMqKysTDiTbvThz7p16xCJROJeN9LNM5N6i9JoNMq/o9ffnp6elL0jiCi7aYaSzTCQbEWNJunkBBNpKreVzWZCPcyEfchFrPfswWMxuVi/U4P1fP3SaDTY+xy7jeeajVs7eNzGYePWjqy65rELJRERERERUY5gAEdERERERJQjGMARERERERHlCAZwREREREREOYIBHBERERERUY5gAEdERERERJQjGMARERERERHlCAZwREREREREOeKG6S5ANpMkCbW1tfD5fAAAk8mEnTt3ori4eJpLNjlEUcTOnTtx6NChnNtHWZbR2tqK3bt348qVK2mt09nZiUcffRQ9PT1J9zcQCODIkSMQRRGRSCRl+kx/N2MpO9FEkWUZL7zwAjweDyKRCARBQGNjI6xWa8L0/L0S0UR5YKkF9z9oRuTKH9B5vDnt9RYszMeKR6qgn38nAODTTwbx+/d+jf/o/Mekab/4/DO8f+lc3G09sNSCBwsfxy2z9ACAa4Myft37Mt462xmT1rLKidsW/CVu/sosfPrJIN7+jR+nf+mLSfddy49x590P4uavzFK23fOLf8Lg1Y9U5Vtl/buE+/peOJhR3UyGFY9UYdG9D6P3Vx1x6yOZBQvzsfw763DTzbPQ1ropbprRdf/HD3+HU/95GJc/uBCTdmSdAoD80e/x+i9a46Zd8UgV7n/QrPrujx/+Dh1tdRntQ7ZhC1wCsizDaDQCAJqbm1FRUQG/34+SkhJ0dmb2w812oVAIXq8XDocD4XB4uouTsc7OTrS2tsLpdCISiaS1jizLWLduXco0DocDJSUlAICXX34Z/f39SYO3TH83Yyl7tpIkCQ6HA2azOXXiP6urq4NGo4n5Pi8vDxqNJu4nnfwDgQAKCwuVdRwOByRJmtCyzxRr167FiRMnsH37dtjtdly5cgU2mw11dbF/3GbS73U6iaIIq9Wq/D4DgUDKdSRJijkXaOrEq/+RH5fLNd1FzDmzZs/Hdy0/xoOFj2Ou9raM1/3ek3X44ovP8NMDDuxrWYPeX3VAWFQEyyqnKu2ChfmqtCf9btx+x/1YvXaXKt0DSy0oKfsh/vD+eexrWYN9LWvwh/fPo6Tsh3hgqUWVdvXaXZj/tbvx8397Dvta1uDDy7+F8durseKRKlU6yyon7rz7QfR/dBEfXDqHL774H9wtGPF9W4Mq3fLvrMMXn3+GjyMfxnwA4N0LPRnVz0RadO9yfNfyY+QvLlUCpkyseKQKKx6pwq233ZMwzQNLLfh2yQ/w39dkvBcO4tqgjFtvuwffe7IOCxbmq9JaVjkhLCpC7686sK9lDX56wIEvvvgM33uyDrNmz4/J++68wpg6PfWfhzPej2zDFrgEWltb4Xa7VU+hS0tLsWHDBmzatAkWiyXJ2rmloKAABQUFGBgYgNPpTL1ClrFYLLBYLDh58iT8fn9a66xduxbl5eVKK9losizDbDYjHA6nbHEbKdPfzVjKno1EUcRLL70En88Hk8mU1jqBQABNTU1x8wqHw3HzOXPmDFatWpUy38cffxxWqxVr1qzB0aNH4fF4IIoigsEgDAbDuMs+UwQCARgMBnR1dSnfVVdXY8mSJWhqakJVVZWqvmbK73W6Wa1WWK1W5frT2NioOgbxtLS0KP9+9dVXZ9TfoFzQ0tICrVaLZcuWxSzz+/3X3bVjIgxe/Qj/0fmPSuCUiaJiK2648SZVK8pbZztxd54Rt99xvyptqckOAPD/+99j8OpHGLz6EW77Rj7uf9CMB5ZalNakb95fho8jH6pa8P6j8x/xjdvvwzfvL1PSRYOR4+JPlBafzuPNWFu1B/c/aEbfb0/h8gcXMGv2fGh138DP/l+n0to2a/Z8/PX/1YxbZumx4pEqvP6LVsyaPR+ff/4ZvP8Q+1C56OEKLF5iwrvvnMqofibSu++cwrvvnMJfrPoq7haMGa//+i9aAQA1W44mTPPN+8tw0u9W7af1/26Bfv6dWP6ddarjfPsd9+P9S+eU4zF49SP4//3v8Tfr3SgqtqqO3wNLLfg4chn/9rPErZu5ii1wCcyZMyemC1F1dTUEQcjJVir6ktfrRVlZGZYuXZowTU1NDYLBILq7uzPqTnq9/m6sVitEUUw7vSzL2Lx5s9JaOdK5c+fQ39+Prq4u1aetrQ2RSAQrV65MmvfevXvR3d0Nt9uNbdu2obe3FxUVFYhEIqqb4LGWfSY5f/483G636ruCggLY7cM3PJcvX56OYv3/7N19cBPnvS/wr+ZASXoxRha0gToksewWJ4CByNASOx07AWkEoeGExHLg9jjXDMYyZW4SsIwN7bSAixUynFKQEINbem4IUjGF0qBrQWPPwYLTYIVGeSlpsRSSUGiD1wLMKZBwR/cPdzeWJdmS/KY138+MJvHus/s8+yKxv33e7ipqtRoulwterzdqGr/fj+PHj0t/M3gbWoIgQKlUoqOjI+x3ac2aNVCr1cjJyRnuYt5VvjLmqwAQVuPyxRe3cefO59Lfk9OzMV45CUL7xyFNFv/YehRAV+Ag+pdRX8GoUV8Jy+vOnc9x585t6e/7H+y61j2b6316oes7nDvvWWnfzS5rSL6d16/g/IenAABjx02QlkULMO5/cAbar1yIuG6kSBk3EZcungsLUsXAb8w9obV+o0aPwejRY0KWief489v/CFk+fZYOraejB45yxgAuirKysojLMzMzoVQqh7g0NFC8Xi/27t2LysrKqGmcTiccDgfq6uri/keZ901sKioqsH37dqhUqrB1W7Zsibj8xIkT0Gg0YTVo3QmCgKeffjrsuok1fb01o7wbRbtfH3zwQQBASkr8zWUoPuvWrQPQ9WIpmoaGBqxcuXKoikQ9qFQqbNmyJeK6N954A0VFRUNcIrr48XsAgH8t3iQFcSnjJmLS5G9JARIAPDzjSQDAP/5xPWT7zutXcOtmp9R/DgACHX/F2BRVSNPKrKnzMHZsGrxvH5OWjR2bFrFMl//aFdCNTekKzN465YjYJ0tsFtkz2IhENeGBERuAiDqvX5GCte7Ec/f/ugXkQNf5S58yPaS56pP6H0j9FUUzZusxXjkJTz1TA8O/bQtrBit3DODiJAhC1M79lPxMJlPUZpOiH/3oRwC6atN0Oh0UCgXS0tIi9gmKFe+bL9lsNqjV6rgHyjly5AhefvnlXtOoVKqI51kM+saPHx9Xnnera9eusVahn+x2u9QPU/z9EAQhLN3SpUuhVCphtVojvmAQBAF79uxBaWlp2Doafna7nddmGLx71om/X/4Lxqao8Nz/rMOM2XosfnYjzn94KiQYGK+8DwAgfBZei3Xr1g0AXUEaALS8+Qup79Wy0h2YMVuPed/9fljTPlHP2r9Ymzne+89+ZH969/e9pnv8iVLcunUjYhB4NxDPb8/jP3PKjjtf3Mb0WTp877kf/rNJaxZ+c2BjSG3n1+5T40angFGjx0A18QHkF76AZaU7IvaTkyMGcHHw+/3weDxYu3btcBeFElBTU4OSkpJea3DEa6xUKpGamor9+/ejvb0dBoMBtbW1MBqNcefL++ZLfr8fhw8fjvo2u7ftHA5Hn80noxEfnJ9++umEtr/bOBwObN68ebiLIVs1NTV49dVX4XA4EAwGUVVVhdraWmzcuDEsrUqlQlVVFYCuPrQ9NTQ0oKioKGKtNA0vu90OtVrd678pNHga9tfg4ifv4Z57U5Bf+AICHX8Nq8kRm9/dvNkZdT/3frXrxV7n9Sv4zYGNuBq4jPHKScgvfAF/bD0aFphdu/o3AMCs3MUhy2Ot4bn/wRn4++W/9BmYTU7Pxl8//SCmfY5Es3IX49bNzrBrev7D02hyWXDrZifSp0xH9rQCHD24KSR4A7r6L/7Ktgq7tj2L9/7YiFs3OzFeOSlsABm5YgAXh+rqauzevZs/1jLkdrvh8/n6rAUT+/zMmTMHBoMBKpUKKpUKFosFarUaVqu1174qkfC++ZLRaERdXfxDIZ84caJfD7EnTpyAWq1mLWgMbDYbNBoNz1WCxMF5tm/fLn3nxVq2aNMuLF26FABgtVrDauleeeUV1vAkqSNHjmDFihXDXYy7Vsq4iRg9ekzX6I5f3MZDak3YyJLx77Or+ePFT7qaaOYXvhA2suTbb/0GAJA9rUAK2rKmzpP6092+FT1YzJo6D6njJ8H1u3/voxwToZr4QJ+1dCNVyriJyJr6GE6+uTfi+nu/Oh63bt2AcOVjjBo9Bs+/sF2qSY3k5Jv1+PX/MeFGpyANICN3DOBiZLfbkZaWFrXPCCUvccCMXbt2xbzNo48+GrZM7Ofwhz/8Ieb98L75ktlsxpIlSxJqlrd3796Ea88EQcCGDRtw6NChhLa/m3i9Xhw+fDiu7wqFev311wEgpIlwRkYGOjo6og6Wk5GRgfLycgQCgZBaOLvdjgULFvDlTxISBKFfrQKo//61eBOuBv6G3/76J/jdoS1S88fvPfdDKU3P/lOR3PzHVQBfTjdw5pQdv/31T9DS9Eupqd7cx77s53j+w9Noafolbt26gfzCF1Ba8QtkZedL6z+98G7EfFLGTcScxww4+ebesNqinmblLsaNTuGubT6pfep/4/yHpyI2S537WBFyv7MURw9ugv1Xa/HnP53EqNFjUKg1hk050F3n9Ss4cexnAACl6huDVvahwgAuBl6vF/v27QsbrY3kob6+Hh6PBxMmTAiZt0ecMiE/Pz9sTqVIc1ylpqYC6OofFAveN19yu904e/ZsQoGs2AQ10QeljRs3YvPmzezP1QdBEGAymWCxWNhcrx8SHShHbGK9detWadmrr77Klz9JKpZBlWjwPKn/AcamqKQh4y9dPIffHNiIG50C0qdMlx7kr/8zUPrafeqwfYhzz4lBwuNPlOLGjQ7p73fPOtHksuDOF7cxbWboNBHvnnVKzfPqd/0vtLz5C6SOvw+3bnZGnMwb6ApK2qIEJT3dzc0nH3+iFF98cTviwCYAMFPzFC5f+rMUBP/e+XO898dGjBo9BvO+2/v8vpcunsPVwOWwUSzliPPA9cHr9cJkMmH//v3DXRRK0Lx58yI22xPnsiovL5dG3cvO7vrR7z5kd6T99YX3TajNmzfD5XJFHUBGoVBAq9VGnAurP80n7XY7lEolmwP2QRAELFu2DHV1dXwgHSYZGRnQarVwuVyw2+1IT0+HSqXii4ckxeaTw+vrk7JwozO0uXHn9Sv48P1maL6zFBO+9lDX0PTnWvCQWiMNZiISAzzhysfSMtXEB6Smk6LzH57GwzOeRHqPueV6WrjEhFGjx6DJFfmF7dJlW/DZ3/xRg7vuxOaT0QKYkezxJ0rxtfsyQuZ9627GbD1GjR4TNijNyTfr8VBmbtiUA9F89jf5j0jNAK4X3R/Cez482mw2vhmViby8vKgjHrpcLjz//PPSepVKhfLyclitVrjd7pDtLly4EDZ6otvtRnZ2dsj9wfsmXElJCQoLC8OW79mzBz6fD3V1dZgyZUrEbffu3dvn6JOR2O12nDx5kjWgfegevPUMFu7W+7U/xADY6XSGzddmt9t7fZmwYcMGuFwubNiwAZmZmdiwYcOglpUSIzafFKcnocGVMm4iHsrMlSZuBrr6mY2f9E2kjJsY0hxRHKyk/bOPAHQFYHMeM0A14YGQfWZ+q+tF7J/ea5KWdQ1yMTks/y++uI1bvQyCsnTZFqgmPoD3/tgYsXZNDN56BmQzZutx8x9Xw7aRa/PJrKnz8N83AgmXO1rwljJuImblLsbJN+ul63rfN74Vtv2dO5/32v8Q6ArcR436yogIjhnAReH1elFQUIDy8vKwkcGamppQUlIyTCUbPGfPngXQNblvvEO8DzdBENDW1gag69r15631pk2b0NraipKSEhw6dAg5OTmw2Wyw2+1obm6W0tlsNqxatQpFRUVS35ZE7puBLHuyivbQ2tTUBJ/PF3Vevr6aTwqCgHPnzoXdr9GCN0EQcOLECdbI/ZMgCNDpdNJk0i6XS1p34ULkyWPvhvu1PxYtWgSr1Yo1a9Zg7ty50kscQRBw8uTJXu+9vLw8aDQaeDwe6W9KPmw+ObDE5o3jogzvvnCJCaqJD+Br96mlJpOn//M1PPVMDf61eBNOHPsZLl08h6yp8zArd3HYCI/NLiueeqYGS5dtQcP+GsyYrUf2tAL8/fJfQoLC999xQfOdpVi6bAtcv/t3dF6/grmPFeH+KdNx7v3mkDJNTs9G5rfmIWvqYxg16itoafplyL5ES5dtwf8Yq8LYcdehX2KSlo8ePQbjlZPxK9uqsG2StfmkeH0iNUfNmjoPCxa9iDtf3IbtZ+HNGMUBRu65Z2xY0A10BW/Z0wrw6SfvhZwnAJg0+Vv4v799BUBXE8iLn7yH9CnT8aT+B/i98+dIGTcRc/MMGDs2DWdO2UPKI1z5GCffrMeli+cwY7YeD08vxOn//I/+n4wkwAAuAr/fj4KCAgQCgahv2EZS0zi32438/C874K5atQqrVq1CMBgcxlLFzmw2S/3ZAGDmzJlRm+PFQqVSobGxERUVFZg5cyaArgFMmpubQx5W77//fgCAWt31Y5bIfTPQZR9O4uicbW1tEARhQPpR9dV8sqKiAg6HA7t375Zqiux2O4xGI6qqqmA2m0PS79mzJ2Lz2MEouxzodDp4PB54PJ6IzVuPHTsW8vdIul8Hi16vR1FRERwOB+bOnYuVK1fi2rVrcDgcIQPpuN1u6b/dA7WXX34ZxcXFYdM4iOmByLV7NHTYfHLgVKz9cpJq1cQHULH2YFgwdPNm1yTcndc+k5ZdungOTS4LHp37r1hi+AmArhq0y5f+DOfh0C4TYto5jxlQsfYgbt3shO/8W1IwKBKbN06dVoDvr+x6+XejU8A7nt+FNH1cVroD45WTcKNTwOVLf0bLm7+IOCjJ9577Ib4+6ZsAgLEp4f+m9GyuCSRn88kZs/XIL3xB+vtbDz+Obz38OHZte1Za9t83ArjzxW1pbr3uxPMFAPfcm4Lvr7TgI59Huk5zHyvC9Fk6AMBDak3Y9j1rI3/7659Av8SEBx6aJd0/5XnHSwAAIABJREFUwpWPQ+br+9ul8xCufAzVxAewxPAT3OgUcOWzj3DscF2fA8jIhSKY4FO6QqEYsgf8ocwrmY2E8zASjkGOBvu863S6kNobAKirq4tas9Zzu2hly83Nxcsvvxy11qKmpga1tbU4duwY9Ho9nE4nFi5cGDU/jUaD1tbWASl7ovgdGFzJcn5rampgtVoRCARQVFSE9evXSy+Aeg6aBCCkzDqdLiQojpS+5zZDLVnO81ATBAETJkyAz+e7a2vgFAoFdr6ydLiLQXFava6B160fVq9rSKrfPAZwMjISzsNIOAY54nlPHrwWg4vnd2jwPN+9GMDJEwO4/km2AI7TCBAREREREckEAzgiIiIiIiKZYABHREREREQkEwzgiIiIiIiIZIIBHBERERERkUz0axRKIiIiIiKikS6ZRqHs10TenEZgaI2E8zASjkGOeN6TB6/F4OL5HRo8z3cvTiMgT5xGoH9Wr2sY7iKEYBNKIiIiIiIimWAAR0REREREJBMM4IiIiIiIiGSCARwREREREZFMMIAjIiIiIiKSiWEL4GpqajgVARERERERURyGJYBzu92ora0djqyJiIhCuN1uKBSKqJ/c3FyYzWYIghCynSAIsNlsyM3NhUKhQFpaWliaSOx2e8j+dTpdxDSZmZlwu91R92Oz2ZCZmSntx2AwwO/3Rzw+sYzi8fS2XyIiSm5DHsAJgoAXX3wRGo1mqLMmIiIKk5eXh2AwiN27dwMAtFotgsEggsEgfD4fVCoVTCYTdDpdSICmUqlQVlaG7du3AwACgQDq6+v7zG/Dhg0AAKVSCZ/Ph8bGRmmd1+uFzWaD0WiEz+eLug+z2Yz169dj3759CAaDaG9vR1paGjQaTUgZ3W438vPzsWLFCumYVqxYgfz8fAZxREQyNeQBXEVFBbZv3w6VSjXUWRMREUX1yCOPhC3LyMjA/v37oVar4fF40NAQeTJXtVoNANi6dWuvedjtdun/58yZg4yMjJD1OTk5KCsrQ1VVVa/72bp1K6qqqpCXlwegK5jctGkTAoFASBl37twJrVaLsrIyaVlZWRk0Gg127tzZax5ERJSchjSAs9lsUKvV0j84REREyU6lUmHBggUAgMOHD0dMk5mZiaKiIgQCgZAgrad9+/Zh5cqV/S5TIBDAtWvXwsoJAKmpqdKyq1evRmzWqVKpkJaW1u9yEBHR0BuyAM7v9+Pw4cPYsmXLUGVJREQ0oMaPHx913erVqwF82USyJ7HJ4rx58/pdDq1Wi9ra2pBg0WazQaPRYP78+dKywsJCeDweGI1GaZnX68WZM2dCauWIiEg+hiyAMxqNqKurG6rsiIiIBoQgCFKg9PTTT0dNl5eXB61WC5/PB6fTGbZ+586dWLNmzYCUqa6uDkqlEsXFxaipqYHdbsfhw4fR2NgY0kWhtLQUGo0GVqsVOp0ObrcbK1asQHNzM3JycgakLERENLSGJIAzm81YsmQJ/7EgIiLZEAO3uXPnIhAIoLy8HAaDoddtSkpKAAA7duwIWe73++HxeKDX6wekbDk5OWhuboZarUZtbS2MRiP2798f1r9cpVKhsbERWq0WLpcL+fn52L59O/89JiKSsUEP4NxuN86ePcumGkREJAsulwsKhQITJkxAcXExlEolWlpaYLFY+tzWYDBArVbD5XKFjPK4bds2bN68eUDL2dnZGdL3LisrC16vNyyd2FeuuroaAJCfn99rPz0iIkpugx7Abd68GQ6HI2xeHZfLBQBR58AhIiIaDuI0AseOHQPQNWBIdnZ2zNuLgZo4yqNYk9dX7V08nE4nSkpKsH//ftjtduzevRuBQAAFBQUhc8H5/X5oNBrU1dVhy5YtaGlpkZpeRmrmSUREyW/UYGdQUlKCwsLCsOV79uyBz+dDXV0dpkyZMtjFICIiioter0d1dTVqa2uh0+nC+pdFM3/+fCiVSjgcDtTW1qKhoaHPaQHitXz5clRVVUnlKSsrQ2pqKoqLi7Ft2zaptrC6uhpz5syRmkzm5eWhubkZBQUFWLNmzYA16SQioqEz6AFctDeOTU1N8Pl8qKysHOwiEBERJWTLli14++234XK5UFFREVPTQ5VKhaqqKphMJlRXV8Pj8eCtt94asDK53W4EAgFMmzYtZLnBYMCrr74aUgPncDikppOinJwclJeXo7a2dsDKREREQ2fIJ/ImIiKSk/3790s1at2H4+9NaWkpgK4AasGCBTHV3MVq8uTJAIBTp06FrVOpVCGTg6vVahw/fjwsXWpqqjT5OBERyQsDOCIiIgCnT58G0DWISfdaLJVKhebmZgCA1WqFwWAIGSzk9OnTaGtrC9umvLwcALB27dqI+Zw5cyZkm+7Onj0LAPjggw/C1mVkZEhNO202G4CufnY2my1sfrcdO3ZI88CJE3o7nU5s3bp1wAdVISKioaEIBoPBhDZUKJDgpkmdVzIbCedhJByDHPG8Jw9ei8GVyPl1u93Iz88PW67VatHY2Cj9bbfbUVxc3Ou+um/j9/tD+qPFkk+0NJGOyWw2S/3JAaCoqAjr168PmyLA6XTiRz/6ETweDwBAo9Hgxz/+cb/6v/E+vnspFArsfGXpcBeD4rR6XQOvWz+sXteQVL95DOBkZCSch5FwDHLE8548eC0GF8/v0OB5vnsxgJMnBnD9k2wBHJtQEhERERERyQQDOCIiIiIiIplgAEdERERERCQTDOCIiIiIiIhkggEcERERERGRTDCAIyIiIiIikgkGcERERERERDLBAI6IiIiIiEgmGMARERERERHJBAM4IiIiIiIimWAAR0RENESMRuNwF4GIiGSOARwREdEQsNvt8Pv9w10MIiKSOQZwREREg8zr9bL2jYiIBgQDOCIiokHkdDpRUFCAQCAAl8sFhUIBnU4nrRcEAUajEWlpaVAoFMjNzYXdbh/GEhMRUTJjAEdERDSI9Ho9Ojo6AABarRbBYBCNjY0AuoK3rKwsAMD58+fR3t6O3NxcFBcXo6amZtjKTEREyYsBHBER0TDZuHEj0tLSYLFYoFKpoFKpYLFYoFarUVtbC7fbPdxFJCKiJMMAjoiIaBgIggCr1QqNRhO2bt26dQCA119/faiLRURESY4BHBER0TA4d+4cAECtVoete+SRRwCAo1YSEVEYBnBERETD6O233x7uIhARkYwwgCMiIhoGkydPBgCcOXMmaprCwsKhKg4REckEAzgiIqJhkJGRAa1Wi0AgEDZtwMWLFwEAS5cuHY6iERFREmMAR0RENETa2trgdrulSb0tFguUSiWMRqM04qS4/sCBA8jIyBjO4hIRURJiAEdERDQEDhw4AJ/Ph5KSEpSVlQHoqoXzeDxYsGAB8vPzoVAo8OKLL+K1116DwWAY5hITEVEyGjXcBSAiIrobGAyGiEFZRkYG7HZ7WDNKIiKiSFgDR0REREREJBMM4IiIiIiIiGSCARwREREREZFMMIAjIiIiIiKSCQZwREREREREMsEAjoiIiIiISCYYwBEREREREckEAzgiIiIiIiKZYABHREREREQkEwzgiCgqQRBgNpuRlpbWazq3243c3FwoFApkZmbC6XRG3V9NTQ3S0tKgUChgNBohCELM5Yk1n3jKTtSd2+2GTqeD2WyOmsbv98NgMEChUCAtLa3XtABgt9uRmZkJt9sdV1mGKp/hYrPZkJmZGXJ88fwemM1mafuB+j2IZ59GoxEKhSLkY7fbo6b3+/2oqamR9h/pesayz3jPWyz3NBHJy6jhLgARJSen04n3338fJpOpz3QLFy7E7t270draCrvdjoULF+LAgQMwGAwhaXU6HQDA4/EgNTUVOp0OOp0OjY2NUKlUA5ZPrGWPxmg0wmKxJLQtyZMgCGhoaMDevXvh8XhQWFgYMZ3f74dGo4HBYEB7ezsuXryIgoICXLhwIeye8Xq9+MMf/oD169cjEAjEVZ6hyme4mM1m7NmzB0VFRQAAh8MBk8mEgwcPorW1tc/tjUYjWltbcfz4cWRkZMBsNvf79yCeffr9fhw/fhxarVZaNn78+LB0IpvNhlWrVkGr1WLHjh2YOnUqMjIy4t5nPOct1nuaiORHEQwGgwltqFAgwU2TOq9kNhLOw0g4Bjnqz3nX6XRwuVwRtxcEAVlZWZgzZw4aGxul5UajEXa7HefPn5cCM7PZDJPJhJaWFuTl5QHoemBRq9Woq6tDZWVl1DLEk0+sZY/Gbrdj3759IfkMJH4HBld/z6/b7UZ+fn7Ue1Kn0+HMmTMh95zdbkdxcXHIvd1dpHu/L0OVT6L6c54FQcCyZcuwf/9+6dgEQcDcuXPh8/kiBkzdiefB5/OFBEHi973n8p7rI5U73n2azWZMmzYNer2+z+M1Go2wWq3YvXs3ysrKoqbra5+Jnre+7ul4KRQK7Hxlab/3Q0Nr9boGXrd+WL2uIan+7WYTSiJK2IkTJxAIBFBSUhKyfNGiRQgEAmhoaJCW7dmzB2q1OuTBMiMjAxqNBlu3bh2wfPrD6/XCaDQOyL5o5PH7/XC5XDAYDCEvDObPnw8A2Llzp6zyGS5vvfUWLBZLyLGpVCps3rwZAPDJJ5/0uv2+ffsAICxIE38f6uvr4y5TPPsUBAEHDx6MKXiz2WwxBW+x7LO/542IRg4GcESUsCNHjgAA0tPTQ5ZPnToVAHD48GEAXYGRz+dDZmZm2D5yc3MRCAR67bcTaz794XQ6UVBQgEAgAJfLBYVCITX5BLoesIxGo9R/Lzc3t9f+LjTynDhxAgDw4IMPhixXqVRQq9VwOBxJn4/dbpf6kaalpaGmpiaufmcDQa/XR6whE7/fqampvW5/5syZiMuzs7MBAG+//XbcZYpnn/X19fB4PMjMzITRaITf74+4rd/vx/r166HVansN3mLdZ3/PGxGNHAzgiChhHo8HwJcPOSLxIUN8KDp37hwA4NFHHw3bh/iQ+sEHH/Q7n/7Q6/Xo6OgAAGi1WgSDQakZpdiEEwDOnz+P9vZ25Obmori4GDU1Nf3Om+TB6/UCAKZNmxa2Tnw5IaZJxnxqamrw6quvwuFwIBgMoqqqCrW1tdi4cWP/CjxArl+/DuDLmsa+9Aw8c3Jy+l2GWPZ54cIFqNVq+Hw+WK1WqNXqiL8D9fX1CAQCePTRR2EwGKSXPwaDISyfWPcZSbznjYjkjwEcESXM5/MBQNQBSMQBFcSmPb29Ib527Vq/8xksGzduRFpamtR8SaVSwWKxQK1Wo7a2Vjaj/lH/iLUi48aNi5qms7MzKfNxu92ora3F9u3bpRcfS5cuhVKplF5cDLc33ngD5eXlEWuZuluwYAGAL2sqRf35HsazT4vFgra2NrS3t6Ourg5KpRK1tbVhAZdYU5qamora2lp0dHRg9+7dcDgc0Ol0IUFcrPuMJNbzRkQjBwM4IqJeCIIAq9UKjUYTtm7dunUAgNdff32oi0UUF/Ee7dkHtaOjIymaAnu9Xhw/fhybNm3qM+369esBdA0OIgZYXq9X6huYSCCTyD5VKhUqKyvR3NwsBVzdmz6KL54qKyul7cvKylBeXg6PxxOx725f++wpnvNGRCMHAzgiSphSqYxpfSx9M3pLE2s+g0Fs/qlWq8PWPfLIIwDQ6wMWjRzjx4/vM01KSkpS5pPM96ggCDCZTDh06FCf04kAXc0aW1paoFarkZ+fj8zMTLhcLmn9okWL4i5Df/aZk5MjTe3w4YcfhqyL9OJH3Fdzc3NC+xTFe96IaORgAEdECZszZw6A8P444htscb0Y6Jw9ezZsH01NTSFp+pPPYEpkYAQaWWbPng0gcn9N8WF/IPphDVU+yWLjxo1Ys2ZNXMeUl5eH1tZWBINBtLW1obS0FMePH4darY5pdMiB3qc4fL/YH00UqXm32DT26tWrCe1TlMh5I6KRgQEcESVsyZIlAL6spRJdvHgxZH1eXh6USqU0GEl3bW1tUCqVvc5bFWs+g2Hy5MkAeh8ohRPk3h3ECZZ7vkgQa7fEyZWTMR+xCZ/T6QxbN5xNKI1GIx5//PGEgy5RRUUFAoEADh06NEAlS2yf3V8maTQa+Hy+qLWfsf5uRHpBNVDnjYjkiQEcESVMHARBHOZfdPLkSSiVSixd+uWkoVVVVfD5fCEPpX6/Hz6fD1VVVSHbu93ukA7+8eQz0DIyMqDVahEIBMIedMUAcjDzp+SRk5MDrVYbdh+Iwf3q1asT2q/f7w/5XgxGPmKzvTVr1oR8twRBwMmTJxMpdr+JQUjPyafdbnfI+ej5exBpPw6HAwcOHBiw2qh492m321FdXR3SV+7ll18GgLC+brH+bkTap1i2WM4bEY1cDOCIKCpBENDW1gYg8rDlKpUKr732GhwOh/SwKU5c23PC2crKSmg0GqxYsQKCIMDv96OoqAgajQalpaVSOpvNhvz8fFRUVCSUT6xl701bWxvcbrc0qbfFYoFSqQwZ4EBcf+DAAY7+NoKIzRYjNfcFIPVLEu8N8T4oLy+PWoss7ivaVBkajQYzZ84MuU8HOh+9Xo+ioiL4fD7MnTsXZrMZNTU1mDt3bp9zlA0Go9GI1tZWfPLJJzCbzdKnpqYGL774ohQ0Rfo9ALqCXrvdjszMTNjtdrS0tIQFNN3F8nsQyz5tNhsUCgXMZrMUVNrtdhw5cgQvvfRSSFqDwYDy8nKYTCap5jPS70Y8+4z1vHXX1z1NRPIzargLQETJyWw2w2QySX/PnDkTWq1WmhtNpNfrcezYMaxZswbFxcXQaDRoaWmJ+JDZ2NiIjRs3YsKECVAqlSgvL8dLL70UEoDdf//9AMIHDYknn1jLHsmBAwdQXFyMkpISqelURkYGPB4PqqurkZ+fD6Drofu1115jE6YRRKFQSP/vcDjgcDjC7rGMjAw0NzfDZDJBoVBArVbjpz/9acQgyO12S/cLAKxatQqrVq1CMBgMSSfO/9V9YJLByMdut0OtVsNqtcJkMqGoqAiHDh0a8j5UNTU1sFqtABCxWXV1dbX0/5F+D3Q6HVwuFzQaDVauXInS0tJeB/GI5fcg1n1++9vfhkajgclkgslkglarRUlJSdRmqOLLn+XLlyMQCET83Yh1n/GcN1Es9zQRyY8i2PMXPtYNFYqwfxwGy1DmlcxGwnkYCccgRzzvyYPXYnDx/A4Nnue7l0KhwM5X2Gxcblava+B164fV6xqS6jePTSiJiIiIiIhkggEcERERERGRTDCAIyIiIiIikgkGcERERERERDLBAI6IiIiIiEgmGMARERERERHJBAM4IiIiIiIimWAAR0REREREJBOjhrsAyczv96O6uhoOhwMAoNVqsWHDBuTl5Q1zyQae3++HWq0OWaZWq9HW1jZMJYqPIAior6/H1q1b0dHRETWd2+3Giy++CI/HA7VajR07dkCv1/drn8OZD9FA8fv92LZtG/x+PxobGyOmcTqdWLNmDXw+H5RKJaqqqlBZWTnEJSWikWjuY0WYNlOLe+5NwZ0vbuPTT96D83BdzNs/qf8BHnhoFu65NwUAIFz5GCffrMeli+f6lc+M2XpMn6VDoOOvUdN1z1vcZ8ubv0Dn9StSmsnp2Vhi+EnUfD7yeaT9L122BV+f9M2oaXdtezbqusH2ved+iPQp0xMqw+T0bDz1TE3Uc979PF4NXMaZU3ac//B0r/t8/IlSTE7PhmriAwBCz82M2XrMyl2MsSkqAMCNTgF/bD2Kd8864y57smENXBSCIECj0QAA6urqUFRUBJfLhfz8fDid8r/wPW3btg1arTbks2PHjuEuVkycTifq6+thMpkQCAR6TZefn48VK1YgGAxi8+bNWLhwIex2e8L7HM58ko3f74fRaIROp+s1nc1mQ2ZmJhQKBXQ6Hbxeb9S0brcbOp0OZrM57vLEk0+sZR+p7HY7qqurYbVao6YRg7eVK1eiuroaAGAymRK6NncTv98Ps9mMtLQ06V6MhdFohEKhkD48z8PL7/eHXI+eH16f/hGDqsuX/oyLn7wHAHhIrYF+iSmm7fVLTFBnzUXrfzVg17Zn8R97jLhz5zaeeqYGKeMmJpRPyriJeFL/A8zKXYzxykm95v3AQ7PQfuUCLn7yHu7c+RwPqTX41+JNIenmfXc57nxxG1cDl8M+AHD+XAuAriDn65O+iRudQli6Wzc7IVz5OKZzMhhmzNYjfcr0hLcv0JZj1OgxEdd977kfhlzD27c6Uag1ImvqvIjpJ6dn49/KdiN7WgGuX7+ClqZfhgVv+YUv4K+ffoBd257Frm3P4q+ffoD8whcwY3bkF+pywhq4KOrr62GxWGAwGKRlBQUFWLVqFdasWRO1NkWOBEHo9a17stPr9dDr9WhqaoLL5YqYRhAELF++HFqtFmVlZQAAg8GAkydPwmg0Yv78+VCpVHHtczjzSTZ2ux1HjhyBw+GAVquNmq6mpgZWqxVHjx5FXl4ejEYjCgoK0NzcjJycHCmdIAhoaGjA3r174fF4UFhYGFd5Ys0nnrKPZAaDAQaDQWptEMmpU6dCauSfe+45zJw5E01NTayF60VGRoZ0fkwmE1wuF9xud68tOfx+vxRMa7Va7N+/P+R3g4betm3boFQqMWfOnLB1Lpfrrv3tGCj3feNbqN/1v6S/s6bOw4JFL0KZ9o2Ytr9/ynR8+sl7Us1K5/UrcP3u3/H9lRbMzTPg986fx51P5/Ur+L3z51IgEEnKuIlQpn0Dv/4/Jqm2LWXcRDz3P+swNkWFx58oxck365EybiK++OI2bD9bHrYPMagUa5oenvEkjr+xPWLN07+V7Q6rURwqKeMmYlbuYtzoFKQarXjol5jw/+58HnGdGBh+5PNI17Bhfw1KK36BOY8Zws5F1tR5KNQacevWDfzu0JaI5+Th6YW4GrgsXXsA+L3z5/jG/Y/g4emFsq+FYw1cFKmpqSHBGwCUlZVBrVbD5/MNU6kGR319PUpKSoa7GIPqxIkTCAQCYce5aNEiBAIBNDQ0yCqfZGMwGCLWMHbndrtRW1uLqqoq6eHVYrEgLS0NJlPo20+VSoWysjJs37497rLEk0+sZSfgpZdeCvlbDITHjx8/HMWRJbGZ+s6dO3tNt23bNiltYWEhg7dhJggClEolOjo60NjYGPJZs2YN1Gp12Ishik9TY2jtv/jAHu2Bv6dRo8dgdI+aHTGg+vz2PwYsn54enl6IZpc1pKlk5/UrOP/hKQDA2HETpGW//XXk5pP3PzgD7VcuSH//3vnziMHb5PRsjE1R4Y+tRxMqa38tXGLCH1uP4k4C5ypr6jwo076BP73XFHH9N7MfAwC80+PY2q9cwHjlpJBauJRxE/H4Eytw587n+M2BjVED2n8Z9RWMGvWVsOV37nyOO3dux30MyYYBXBRi7UlPmZmZUCqVQ1yawSMIArZu3Yri4mLodLoR+yB75MgRAEB6enrI8qlTpwIADh8+LKt85Oj1118HACxdujRkudg8ubcmjsmYz92mZxDh9XqhVCpRW1s7TCWSn5UrV0KpVMLhcMDv90dMIwgCjh8/jqKioiEuHUWjUqmwZcuWiOveeOMNXqsB0D0AAroe+O98cRsn36yPafurgctInzIdjz9RKi17Uv8Dqc/TQOXT01unHBEDCLFZZPfgMRrVhAfQevpgn+kenvEk/n75L2HHMBSe1P8AN29eT6jWKmXcRMz77vfR7IreRF81oav/Ws9zGRD+CgDIys6XlhXqynHPvSlo/a+GXs9FoOOvGJuiwtJlX353s6bOw9ixafC+fSzu40g2DODiJAhCWM2cnJ07d05qEuJyuVBcXIzMzMwR95Dr8XgAANnZ2SHLMzIyAABnzpyRVT5yJL4cEM+FaPr0rvb0A9WEdKjyuVsJggCz2YyCggIcPXo07DxT76qqqgB01bJFUl9fj5UrVyI1NXUoi0UJstvtKC0t7TshxSRl3ETol5hQqDXiv1pej7m54JlTdtz54jamz9Lhe8/9EI8/UYqvT8rCbw5sjPiQn2g+sbr3nwOp/Ond3/ea7vEnSnHr1o2Y8n/goVn49MK7A1K+eHT1ycuKWoPYl0JdOT58vznqMU5Oz8ao0WNwo1MIWycGwuP+2Y8xZdxEpE+Zjls3O5H+wHT8W9luVKw9iNKKX4QE7wDQ8uYvcKNTwNcnfRPLSndgxmw95n33+2hyWfocGEUOGMDFwe/3w+PxYO3atcNdlAGTl5eHxsZGBINBtLS0QKvVwufzoaCgIOobYjkSm71Ga4o0UAOIDFU+cuP3+xEIBKSBgboTayvPnj0rm3zuZhMmTJAG3Vm8ePGIHNRpMJWWlkKpVMJqtUIQwh9Ytm7dyoBAJux2O9RqNV9iDKDvr7TgIbUGo0aPwXfyn8fcx2Kr3Tz/4Wk0uSxdD/ZTpiN7WgGOHtwUtYYm0Xxidf+DM/D3y3/pMzCbnJ6Nv376QZ/7y5o6D6NGfQVvnYreT3mwFGjLceZUYq2z5j5WhNGjx/Ra7glfewgAem2a+S//bAo5K3exlFb47AJ+ZVuFw/Yf4s6dzzF9li4kiOu8fgW/ObARVwOXMV45CfmFL+CPrUdHRPAGMICLS3V1NXbv3j1if6zFYK68vByBQCDqG2KieF26dAlA9MAWAK5evSqbfO5mwWAQ77zzDoqKihAIBLB8+fIR9bJnsKlUKqkVR319aLMtu90Og8HAPm8yceTIEaxYsWK4izGi7Nr2LI6/sR3ClY8xavQYzNQ8hcnp2X1vCODer47HrVs3pG2ff2F71BEM+5NPX7KmzkPq+Elw/e7fe02XMm4iVBMf6LOWDuhqPim0D/3ok/olJvz98vmEgp6UcRMxdVpBn+chHmKfwiuffSQFhZcunsOJYz8DAGRPK+hRhq704oij+YUvhNXUyRUDuBjZ7XakpaVF7Rs3klgsFqjVarS2tg53UQZMX/0WB6pf41DlQzSccnJyYLfbpZc9J06cGO4iyYrYimPr1q0htXAbNmwYUS08RjJBEOBCLwjMAAAgAElEQVRwODB//vzhLsqIc/7D07D/ai3+fvkvGDV6DB6e8WSf28x9rAi531mKowc3wf6rtfjzn05i1OgxKNQaowZmieTTl5RxEzHnMQNOvrm3z75q4oiOsTSfnDDxwSFvPjljth7jxk0MGcUxHouf3YjT//kffZ6Hm//o+6Vqz0FmhM8uhPx96eI53OgUMGr0GCloF+ecO3PKjt/++idoafql1Mx2oGtchwMDuBh4vV7s27cPFotluIsyZFauXDmimvuJ/fx69u1zu90h6+WSj9ykpKT0mWYgRjMcqnyoixhsXLt2bZhLIi8ZGRlS8CuOTOt0OqHRaEZsC4+R5sSJE7xecdAvMaFi7cGwT29O/+drAICvjPlqn/ufqXkKly/9WQoWfu/8Od77YyNGjR6Ded8NH7o/0Xz6on3qf6Ptw1Mx1Vgle/PJ6bN0UE18IOyaiXPiVaw9iGWlkecLnjFbj/HKSViw6MWQbcXpGB5Sa1Cx9iBmzNZL52rs2LSw/aQ/0NV3/XqPIHDMPWPD0opNMO/9ate/8Y8/UYobNzqk/b971okmlwV3vriNaTPlP+0HA7g+eL1emEwm7N+/f7iLMuQWLFgw3EUYMEuWLAHQNWhLdxcvXgxZL5d85EYcYjvSIC6nT3f9uM6ePVs2+VAX8eF1ypQpw1wS+Xn++ecBAK+88goAYMeOHVi9evVwFoniwOaT8bn48Xv4yOcJ+/RGrJm6cb2913QzZusxavSYsFqZk2/W40angDH39P5iL9Z8+rJ02RZ89jd/TIGWHJpPfnrBG/Ga3brZCQD4yOfBpxciD3jX/tlHEbf9++W/AOganOQjnwftn30EAFJT1p61pV/96jgAX05yLl7jr90X/cWJOFKmauIDuNEZek3Pf3gaf7v8F9xzb98ve5MdJ/LuRffgrWefBJvNNqKbUx48eLDXSX3lZunSpVi/fj2OHDkSMoroyZMnoVQqw4acj5Xb7UZ2drZ0fwxWPiNBUVGRNHx697fWFy50/SAP1ES4Q5UPdd3/arWazcgSkJeXB61WC5fLBaPRKC2j5Cc2n+QUGrF796wz7iHoZ8zW49bNzrB5z7KmzsN/3whIgZcYBNz3jW+F7ePOnc9x+1ZnQvnEQwzeek5HMGO2Hjf/cTWsRi7e5pPvvzP0oydHm1phWekO3HNvCpyH60KWd78u4qenGbP1+PqkbyLQ8deQ7f/0XhPyC1/AwzOeDNkudfwkXA1cls7fW6ccmDZTC9WEB5AybmJI88x77hkrBYgAcOtmJ8YrJ4eV4YsvbktBqJyxBi4Kr9eLgoICPProo6ivr4fZbJY+Op1uxAzxnJaWhtzcXKmJn9/vh9FoxMsvvyyrpiGCIKCtrQ1AePNFoGvggNdeew0Oh0MaZt5ms8FqtcJisUQcNKCvfdpsNuTn56OiomJQ8xkpxNqFnv2ljh8/Dq1Wm9BEuIIgSPfuYOZzNxDvvba2trDREZ1OJxQKBYxGozRgidvtRklJCQ4dOsRBNxK0Zs0aAIDVakVJSckwl4ZixeaTA2vuY0WoWHsQS5dtkWpgZszWI/c7S8P6kmVNnYcFi17EU8/USMsuXTyHi5+8h/Qp0/Gk/gcAumq4ntT/IGTOr3jy6e5r96kBfDmUfU9Ll23B/xirwthxE6BfYpI+33vuh5iVuzjqpNzJ3HwyXpGuSzzePevExU/egzprLrKmzkPKuIlYumwLRo36StgImCff3Augq49dyriJUto7dz4PGTDl/Xdc0jxwKf+8dnMfK8L9U6ZLE63LGWvgIvD7/SgoKEAgEIj6hm2kNKksLy+H1WpFfn4+1Go1FixYgLVr18rqHyaz2QyTyST9PXPmTGi1WjQ2Noak0+v1OHbsGNasWYPi4mJoNBq0tLREfOsdyz7vv/9+AIBarR7UfOSiZwDQ86E+Ly8P1dXVWL9+Pb797W8jPT0dGzduREdHB+rq6iLtEh980PUPXLSh/ysqKuBwOLB7926pRjyRfPoq+0in0+mk+fF8Ph8mTJiAuro6VFZWAuiaiF6j0cBqtcJqtUq/FcePH5fVb8VwEQRBuoe73196vV76/eheY989fVNTE0pLS++6ezKZsfnkwPr043cxdVoBvj7pm1hi+Alu3ezEtauX8X9/+0pYLc5/3wjgzhe3cevWjZDlv/31T6BfYsIDD82S+tYJVz4OmfMrnnxE3fvpif3BWpp+KdUmfu+5H+Lrk74JABibEv4dFUc/7E5sPhnL5OHD1XwyXtGuSzzEa1ioNXY1ib3yMX53aEvYtRGv57zvfh/fX9nVp01o/zhszj8x6J06rQDfX9k1hsWNTgHveH6X9AFxLBTBYDCY0IYKBRLcNKnzSmYj4TyMhGOQo8E+790DAFH3AKA7s9mMrVu3IhAIoKioCLW1tRGDAIVCEbasZyBcU1OD2tpaHDt2DHq9PqF84in7QOB3YHAl2/nt+ZIGCL2/xJp6MYCLlL7nNskg2c7zUBEEARMmTIDP57trX14oFArsfOXu7Q4gV6vXNfC69cPqdQ1J9ZvHAE5GRsJ5GAnHIEc878mD12Jw8fwODZ7nuxcDOHliANc/yRbAsQ8cERERERGRTDCAIyIiIiIikgkGcERERERERDLBAI6IiIiIiEgmGMARERERERHJRL9GoSQiIiIiIhrpkmkUyn5N5M1pBIbWSDgPI+EY5IjnPXnwWgwunt+hwfN89+I0AvLEaQT6Z/W6huEuQgg2oSQiIiIiIpIJBnBEREREREQywQCOiIiIiIhIJhjAERERERERyQQDOCIiIiIiIpkY0gDO7/dDoVCEfDIzM4eyCERERERERLI1pAHctm3boNVqQz47duwYyiIQERGFMZvNYS8YFQoFzGazlCbS+kTnRHU6ncjNzYVCoUBaWhqMRiPcbjfsdjvcbnfE8mVmZkovPmtqauD3+2E0Gvssn7iN0WiE3+9PqLxERJQ8hiyAEwQBfr8fjY2NIR+9Xj9URSAiIoqosrIS7e3tKCoqAgBotVq0t7ejsrJSShMMBtHS0iL9fezYsYTmQjObzVi4cCFWrFiBYDCI8+fP4/HHH8fixYtRXFwcll6n02Hr1q3Yt28fgsEgjh8/jtTUVKjValit1pDyvfPOOyF/B4NB6bisVis0Gg28Xm/cZSYiouQxZAFcfX09SkpKhio7IiKiuKhUKsyePRsAUFhYCJVKFZYmLy9P+v9EXkAKggCTyYTq6mqUlZVJ+RoMBjQ3N0OpVIakdzqdcLlceO2116S8MzIyUFlZiQMHDoTtPycnJ+JxbdmyBUVFRQgEAvjpT38ad7mJiCh5DEkAJwgCtm7diuLiYuh0Otjt9qHIloiIKKmcO3cu6rqcnBwYDIaQZe+//37U9AaDAWq1Oua8n376aQCAw+GIeRsiIko+QxLAnTt3DnPmzAEAuFwuFBcXIzMzk804iIhI9nr2n9PpdBHXmc1m5OXlQalUora2NuLLzEWLFoX8rdVqAQDLly+P+G+m2OQzHj1r+YiISF6GJIDLy8tDY2Oj1H9Aq9XC5/OhoKCAHaqJiEjWKisrUVdXBwDQaDRobGwMWVddXY3y8nKpP53FYgEAqVVK938H9Xp9SDPNnJwclJeXIxAIYObMmaipqYEgCNL6LVu2xFzOffv2AUBYLR8REcnLkM8DJwZz4j9I27ZtG+oiEBER9cpkMsU16mRlZSXUajV8Pl9IgAUAb7/9NjZt2iT9bTAYcOzYMajVarhcLqjV6l5HiLRYLKirq5Nq7rKysmA2m8PyicbpdEKn08HlckGj0YSUhYiI5GfYJvK2WCxQq9VobW0driIQERFFVFdXJ43i2PMTzebNmxEIBHDixAlpmdfrRUZGRtiAKHq9Hm+99ZYUmFmtVqjV6pBpC7qrrKyEx+ORXn6aTCZkZWXB6XRGLY8YcC5cuBBnzpzBgQMH0NraGnFwFiIiko9hC+AAYOXKlQgEAsNZBCIiogExf/58KJVKbNiwQVpms9mk0SZ7UqlUqKysxPnz51FeXg6gq+YvWhCXkZEBi8WCd955B1qtFoFAAAsXLow4bxzQNY2Az+eDUqlEIBBAdnZ2P4+QiIiSwbAGcACwYMGC4S4CERFRv6lUKpSXl8Pn88HpdErzn/Yc2t9ms4VtZ7FYpGkBtm7dKq1zu91hg5fk5ORIXREAYOfOnVHLlJGRgddeew0AUFBQwMHDiIhGgGEN4A4ePIi1a9cOZxGIiIgGTGlpKQBgx44dUec/bW5ujritwWCARqMJa5nyhz/8IWJ6sS/b1atXey2TXq9HXV0dAoEAnnnmmZj7zhERUXIakgAuLS0Nubm5UjMPv98Po9GIl19+GRkZGUNRBCIiokGXkZGB8vJyuFwuHDx4MOKIjw6HI2pNWCAQCJvb7ZVXXokYdF27dk3Ksy+VlZXSCNA6nY5BHBGRjA1JACc2KcnPz0dmZia2bduGtWvXcihjIiJKKmfPngUA7NmzJ2KQ033QkGgDiDz//PMAgGeffTZqPgUFBTCbzdLIk36/HwaDAR0dHTh06FBIWp/Ph7lz58Jut0tlcrvdKCoqChtVsnt/uJ7zzO3fvx9qtRoejwc6na7XAVCIiCh5DUkAt2XLFnR0dCAYDKKtrQ0Wi4U1b0RElDTECbcdDgeArqBpwoQJIQOKiCM6ihYuXBhxWoG8vDxoNBqpOWVPu3fvhsfjAdDVD1yhUEi1bs3NzWF95t555x0cOnQIJ0+eRFZWFhQKBRYvXozc3Fw0NjZKo0oqFArk5+dL2xUXF4eUT6VS4dChQ1AqlfB4PFHLT0REyU0R7G1M5N42VCh6HU55IA1lXslsJJyHkXAMcsTznjx4LQYXz+/Q4Hm+eykUCux8ZelwF4PitHpdA69bP6xe15BUv3nDPgolERERERERxYYBHBERERERkUwwgCMiIiIiIpIJBnBEREREREQywQCOiIiIiIhIJhjAERERERERyQQDOCIiIiIiIplgAEdERERERCQTDOCIiIiIiIhkggEcERFRLwRBgNFoRFpaGhQKBXQ6Hbxeb8S0ZrNZSpeZmQmn0xmWxu/3Q6FQRP2YzebBPiQiIpIxBnBERERRCIIAnU4HADh//jza29sxfvx4FBQUhAVxNTU1aGpqQlVVFcrLy+Hz+bBw4UK43e6QdNu2bYNSqYRWqw37AJD+2xuj0ThAR0hERHIzargLQERElKw2btyIQCAAi8UiLdu1axeysrLwzDPPoK2tDUBXrdqUKVOwZcsWKV1OTg5WrVqF06dPIy8vD0BXQKhUKtHR0RGWl9PpRFtbG3Jycnotk9/vh9VqDSkTERHdPVgDR0REFIXVakVmZmbIMpVKBYPBAJ/PJzWRTE1NRVlZWUi6Rx55RFrXfdvuQV53b7zxBoqKinotjyAIfaYhIqKRjQEcERFRBNH6uQGQasnef/99AF2BWU8ffPABNBpNWGAXjd1uR2lpadT1fr8fc+fOhcfjAQCpz1x3ZrMZmZmZUh88s9kMQRBiyp+IiOSBARwREVEvIgVAYu1aJH6/H0ajEevXr0djY2NMedjtdqjVamRkZERNk5GRgba2NqmPXDAYRDAYlNbrdDocPHgQx48fRzAYxLp162AymaQ+fERENDIwgCMiIoogJycHSqUSHo8Hfr8/ZN3p06cjbuN2u6FWq2G1WhEIBHodsbK7I0eOYMWKFQmX1W63w+VyweFwSEFgWVkZysvL4fF4OLIlEdEIwgCOiIgoip/+9KcAgKKiIimIczqdOHjwIABgypQpIenz8vIQDAZx7NgxaDQaeDyePgMzQRDgcDgwf/78hMv56quvQqlUhtXgic039+zZk/C+iYgouTCAIyIiiqKsrAy7d+9GIBCAWq1Gbm4url+/jkAgAABRgy69Xo/W1lao1Wp4PJ5ea+FOnDgBjUbTa/PJvng8HqjV6rDlYl89n8+X8L6JiCi5MIAjIiLqRVlZGdra2hAMBtHa2or09HT4fD6Ul5dHHLyku82bNwMAOjs7o6bpb/NJkTi4CRERjWwM4IiIiGIkCAJKSkqgVquxadOmPtOnp6cDACZPnhx1f/1tPglAqn2LVtMXy+TgREQkDwzgiIiIYiAIAnQ6HTo6OnDo0KE+a9+ArsFOioqKojaPHIjmkwCwcuVKAIDNZgtZLvbbKykp6df+iYgoeTCAIyIi6oXX64XZbEZWVhaArqaKYt8yUU1NDdLS0kLmXbPZbDh48CB27doVdd/9aT7pdDpRU1MDv9+PyspKaDQaWK1WKYjz+/0oKipCeXk5DAZDQnkQEVHyYQBHREQUhUKhwMyZM9HU1ASLxYLW1taItWWPPfYY0tLSYDKZMGHCBOTm5uLatWtobGyMWlOXaPPJuro6KJVKLF++HNOnT5fK09jYiOrqaqxfvx4KhQILFizAs88+C4vFEv+BExFR0lIEu88CGs+GCgUS3DSp80pmI+E8jIRjkCOe9+TBazG4eH6HBs/z3UuhUGDnK0uHuxgUp9XrGnjd+mH1uoak+s1jDRwREREREZFMMIAjIiIiIiKSCQZwREREREREMsEAjoiIiIiISCYYwBEREREREckEAzgiIiIiIiKZYABHREREREQkEwzgiIiIiIiIZIIBHBERERERkUwwgCOihPj9ftTU1CAzMxMKhQJms1laJwgCampqkJaWBoVCgczMTNjt9pj3LQgCjEajtL1Op4PX6+21LEajETqdrl/HRBSP3r4DRqMRCoUi6meg8umeRu7fgdzc3ITL73Q6oVAo4Ha7I64Tz11aWlrE8xfPPuO5tn6/HwaDQVqXmZkJm80Wlleiv5lutzvkt7JnWd1uN3Jzc6V9Op3OmI6diJIbAzgiipvNZoNarcbbb7+NHTt2wOfzobKyUlq/bNkyHD9+HFVVVSgvL0dHRweKi4tRU1PT574FQZAe4s6fP4/29naMHz8eBQUFEYM4u92O6upqWK3WuI/D7/fH/DBH1F1v3wG/3w+r1QqNRgOtVhvyUavVKCoqGpB8RP35DiQLs9kMj8eT0LaCIGD58uUR1zmdTqxZswYrV65EdXU1AMBkMvX5vY+2z3iurSAI0Gg0SEtLQ3t7O4LBIPbt24f169eH5R/vb6b4kis/Px8AcPToUbS3tyMvLy/k2PPz87FixQoEg0Fs3rwZCxcujOtlGhElp1HDXQAikhej0Qir1Yrdu3ejrKwsbL3b7UZGRgYaGxulZWVlZZg5cyZqa2tRWlqKjIyMqPvfuHEjAoEALBaLtGzXrl3IysrCM888g7a2tpD0BoMBBoMBDocj7mPZtm0bHnzwwbi3o7tbX9+BEydO4J133kFOTk7YutzcXDz99NMDko+oP9+BZOB2u3H27NmEt1+2bBkWLFgQ8fhPnToV8pvx3HPPYebMmWhqagoLhGPZZzzXtqGhIey3LC8vD+Xl5di6dauUf7y/meJLLp/Ph5aWlpCgrXua5cuXQ6vVSveOwWDAyZMnYTQaMX/+fKhUqqjHT0TJjTVwRBQzm83W5wPlBx98EPLAAgA5OTkoLy8HAFy6dKnXPKxWKzIzM0OWqVQqGAwG+Hy+AWsCZLfbZV1jQcMjlu9AWVlZxAd8v98Pj8eD+fPnD0g+I4EgCHjxxRexa9euhLa32WwoLCzE7NmzI65/6aWXQv4Wr8v48eMT2mc81/batWsAuo6xu9TUVKSlpUl/x/ubWVFRAY/Hg+bm5ojBG9AVaAYCAZSUlIQsX7RoEQKBABoaGiJuR0TywACOiGLi9/uxfv36kDe6kURbJ9Z0paSkRN22t35u4kPT+++/H0txe2U2m1FcXAygqzlVz35FXq83pN+KwWCI2LeG7i6xfgeiOXHiBMrLy/us+ehvPnJSUVGBH//4xwnVBnm9Xuzdu7fXmrSe+/V6vVAqlaitrU14n5FEurbz5s0DAOh0OimIEwQBe/bswebNm6V08fxmOp1OOBwO1NXVRQwkRUeOHAEApKenhyyfOnUqAODw4cMxHxsRJR8GcEQUk/r6egQCATz66KMwGAxSp3mDwRD2hjmSa9euQa1W9/rQIYq0v0ceeSShckdSWVmJlpYWAEBdXR2CwWBIc6aZM2eioKAAwWAQPp8PPp8P+fn5HADgLtff78Arr7yCRYsWDXo+cuF0OqFWq6HX6xPa3mQyxdxsVBAEmM1mFBQU4OjRo1Gbccezz+4iXVuxuaTH48HcuXPhdruxbNkybN68GQaDoc99RvrN/NGPfgSgqxZPp9NJA7P07Csn9ifMzs4OWS4e95kzZ+I+RiJKHgzgiCgm4kNNamoqamtr0dHRgd27d8PhcIS8Ye5t++5vnSPJycmBUqmEx+OB3+8PWXf69On+HUCMSkpKUF5eLr0Vz8jIkI59+fLlI+oBmuLTn++A1+tFR0dHTMFKf79rcuD3+7Fjx46wJo6xqqmpQUlJSa/9abubMGECTCYTAoEAFi9eHPFlTLz7FPV2bS0WC6qrq6WXQIWFhTEFb0D4b6bYTFOpVCI1NRX79+9He3s7DAYDamtrYTQapbQ+nw9AeA2kKBAIxHOI9P/bu/+opu48f/zPnI+d2llBQmA6OvijBDrSVvFH0LMIzgGryYmto1NsQvEzaxePmNBx12qJgkxPR6GCdpxxbUJ6ZKYzK2NScey0NR8CWzhfie4o0Zpqx04lqbWOTkcuQXArVvbw/SO9Vy65+cXPJL4e53Ba78/3vTfJva/7fr3fb0LCDAVwhJCgsA8EJSUl3ANOUVER94bZX5sKo9EImUwW1IPL66+/DgBQqVRcEGexWHDkyBEAwPTp04d1HP5YLBY4nU6vWsLk5GSoVCq43W40NTWN2v5JeBvOd+Cdd94J+sF9OPuJFFqtFlVVVUNKnbTZbHA6nUGfTwDo7+/H+fPnue/x2rVreS+JhrJNlr9ryzAM3G43SktLIRaLodPpeIGWL0K/mWxbuIULF0KtVkMikUAikUCv10MqlcJgMPhNQyeERA8K4AghQZPJZF7T2LShlpYWwXUcDgeOHTsWdCcFRUVFqKmpgdvthlQqRUZGBrq7u7k3xsF0ADFUbPu6adOmec1jOzS4evXqqO2fhL+hfAcAT21KMOmTw91PJKiursbq1auDSqcebDidnqSnp8NkMkGj0fBexgy3IxV/11ahUCA9PR0VFRWw2+2QyWQwGAx+h1QJ9Ju5YMECr2ns8AV//vOfAQBisdhvmQPNJ4SENwrgCCFBE0q7iY2NBQB0dXV5zWMYBjqdDnq9PqQ37UVFRWhvb0d/fz/a2tqQlJQEp9MZVAcQI2EkOkoh0SnU7wAQWvrkcPYTKXQ6HTZu3Cg4ALbVavU5WDngaR9ot9uRkJDAW1en0wEAsrOzAw6UvnXrVgD3e4kczjb9XVuj0Qi73c5Lx25oaIBMJkNlZaVXmjgQ3G+m0Gdj8uTJvGNauHAhV76B2M6Y2PmEkMhE48ARQoIik8m4tmlCbURyc3N5/2YYBgUFBaiqqgq5Tcng7axbtw5SqRQ7d+4c8naCwaZn+huTiu1Zjjx4Qv0OsEJJnxzOfiJFVVWV4HSdTgepVIoNGzb4/J5lZmYKrt/c3Ayr1QqNRhNwbEf2nLLf9+Fs09+1PXbsmFdNqkQiwWuvvYYVK1bg+vXrXuO7+fvNZDskaWxs9Hls7HlbvXo1rFYrLl26xKvpvHbtGjefEBK5KIAjhARly5YtyM/PR319Pa+LbfaBIC8vj5s28EFkcJqU0Wjk3kgzDINLly75HMuIHbC2s7MTLS0to177tmzZMojFYpjNZlRWVvIeoq5cuQKpVOqzrCT6hfIdGMhsNmP//v2C84S+A0PdT6Tw1UW/TqdDSkqK13ybzYa0tDRIJBJkZWX5/A5arVa88MILAb+jNpsNUqmUS8cezjb9Xdvk5GRYrVYwDMP77WJrUqdOncpNC+Y3UyKRQKPRwGAwwGaz8co0+PcpLy8P27dvx7vvvssLME+cOAGxWBzxnyFCHnSUQkkICYparYZGo4FOp+N6cLPZbNBqtTh8+DAX7LBBV1xcHKxWK6qrq7k/rVbLS+kpLi5GdnY2jEYjb18OhwPV1dVITU0F4OkS2197GXab7e3tIffQd+7cOVgsFlRXV0MikeDQoUMA+J2oGI1GmEwmHD16NKRtk+gS7HdgoEDpk0LfgaHuBxjadyCcGY1GZGdno7i4OOR1LRYLRCIRtFot91222WxYt24djh49OuwXQoGu7datWyEWi6FQKLj9OxwObN68GRqNZki/mTt37oRMJsO6deu46UK/T+xvmdlshslk4pYzGAwhp7QTQsIP1cARQoKm1+shFouxdu1auN1uyGQyHDp0iPcAo1AoYLfbYbfbBcdTOn78OPf/UqkUAL/TELatiVwuh16vD5h6plAoYLVaAXh670tISEBVVVXAgXjZMZoMBgO6urpQV1cHAFAqlWhtbcXmzZu58qlUKrS0tAyp0wUSXYL5DgwUKH1S6DsQ6n6G+h2IBOx5Yc9TKGbNmsV1GmIwGCCVSrF8+XI0NjYOK62bFejaJicno6WlBa+//jpXfjZFdOC1CeU3UyKRoKGhAcXFxZg7dy4A379PSqUSx48fx6ZNm5Cfnw+ZTIbW1lbKIiAkCoj6+/v7h7SiSIQhrhrW+wpn0XAeouEYIhGd9/BB12J00fkdG3SeH1wikQgH9lAKZqR56ZV6um7D8NIr9WH1m0cplIQQQgghhBASISiAI4QQQgghhJAIQQEcIYQQQgghhEQICuAIIYQQQgghJEJQAEcIIYQQQgghEYICOEIIIYQQQgiJEBTAEUIIIYQQQkiEoACOEEIIIYQQQiLEhPEuQDhzuVwoLS2F2WwGAMjlcuzYsQNZWVnjXLKRxTAMysvLYTKZ4Ha7IZfLUVVVhfT09PEu2ohwuVyora2F2WyG0+lEVVUVSkpKuPnV1dXYvXs33G43pFIp9u/fD6VSGdS2Q2g7mWUAACAASURBVD13LpcLe/fuhcvlQkNDw4gcHyEjIZjPJsMw+OUvfwmDwQC32w2NRoOdO3dCIpGMcWkJIdHuX4pq0Nf3DepqNwW1/KLFKsx6KgeTYiTou3cXX169AMuxKsFlY2ITkb30XzFt+mwYf73W5zaVq3WYMvWHmPhIDHrv9ODieStOnzR7LTdnvhLzMlZiUoznt/B2D4OP2t7Dx+cs3DJTk9KwWv0Ln/v63Gn3Wd6pSWl49rkyv8c0lmJiE5Gr0OD7Ux7HhIceRt+9u/j7jc/Q3GBAT/fNgOs/rfwZZjw2DxMfieGuVeuHvwm47qLFKsj+OQ+tzb/lndvB5em904PLn57EiQ9rh32s4Ypq4HxgGAYymQwAUFVVBZVKBavViuzsbFgslgBrRw6GYaBQKAAAly9fRkdHB+Li4pCTkwOHwzHOpRs+o9EIqVSKs2fPYv/+/XA6nbzgraysDM3Nzdi2bRs0Gg2cTidWrFgBm80WcNuhnjuTyYTS0lIYDIaRO8AIYbPZoNVqER8fD5FIxDu/KSkpEIlEgn/s+R2J/QxcRqFQoLq6etjHFS2C/WwqFAo0NjbCbrejo6MDbW1tUCgUYBhmjEoaHUwmE9RqNfc5D+b3xuVyeX0/yNhiGIb3+6JQKKLiPhmOlKt1XDAUjCVLCzFX9iw+ansPb+5dg/P29zFt+mzkFVR4LbtosQrZS/8Vj0llmPDQwz63mVdQgcTvPYb/96c9eHPvGty4/lfI/jkPS5YW8pabM1+J7NwX8bcvP8Gbe9fgzb1r8LcvP0F27ouYM//+y+DMH61F37276HLf8PoDgMuXWn2WJUeu8VvWsbZyTTnixFPx/tEKvLl3Dd4/WoE48VSsXFMecF3lah1mPDYPHTev4NrVC+jr+waPSWX4Sf5Ov+vFxCZiruxZv+X58uoFfHXjM0yY8B3MnqfAj5//+ZCOLxJQAOdDbW0t9Ho9TCYTSkpKYDKZUFNTAwDYtCm4t0GRoLy8HG63G3q9HhKJBBKJBG+++SYA4Lnnnhvn0g2PVqvFxo0bUVNTg4aGBiiVSiQnJ3PzXS4Xpk+fjoaGBpSUlECv13PX+NSpUwG3H+q5U6vVMJlMI3R0kYF94MnOzgYAvPfee+jo6OBqsU0mE5xOJ+RyudefWCzG6tWrR2Q/7DJGoxGbN2+G1Wod4SONbMF8Nqurq2G327Fv3z4kJydDIpHAbDbDbrejtjZ633KOhsHne9euXQHX2bt3L/f/x48fR39//6iUjQiL9ped4WTOfCViYxODXn5qUhpmz1Pg0sUWrlbm9Ekzvrx6AY9Oedwr4Dp90gzLsSoucBKyZGkhHp3yOJqO/xrXr10CAG6d2fMUmJqUxi37xOxcdLlv4L8s/8FN+y/Lf+B2D4MnZucC8AQf9+7dhfHXa1FXu4n31/7pyW9rjISfO5Srdfjfvm+CPh+jLXVWJuLEU/BR23vcubl+7RI+vdiCOPEUpM7K9LluTGwixPE/wDv/qcOf3vkF/vTOL/DOf+rQe6cHk2IkXtdqoJVrynGr6+9e0+fMV+Jubw9+Z9wIy7Eq1NeVodmqBwAkTZ/Nu1bRhAI4HyZPngy1Ws2bVlRUBKlUCqfTOU6lGnkGgwEpKSm8aRKJBGq1Gk6nM2JrG41GIwwGA2pqalBUVCS4zOTJk73mPfnkk9y8QKL13I0U9oHHZDKhtbUVer0eWVlZvHS7CxcuoKOjAw0NDby/uro6uN1uLFu2bET2A3iuTVFREfbt2zfix/ogeOuttyCVSnlBcXJyMmQyGXbv3j2OJYtsUqkUVqvVbxDgcrnQ2NjI/TvYFG8ycqL5ZWc4iYlNxLyMlTgeQprg3IyVAOAVkJ1vew8A8FhKRsjlmDbT0wyCDVBYX17xfE8zMtdw0/7PhO9gwoTveG2jr+8b9PXdBQD0dN/En94RTp+cNnMOOm5eEZyXOisT4vgf4C8XmkM+htHyyHfjPP99JIY3/c6dHgDA/9x2+1z3idm5aLHy0yx7um/i8qcnAQCTYhME13ta+TO4O/+GboEUy+99X4r6ujLetMufnsJXNz4DACR877FAhxSRKIDzwddDf0pKCsRi8RiXZnT4e2Bg23BdvHhxrIozYlwuF7Zv3w65XO7zOgIQbLfzySefQCaT+V0PiN5zN5KKi4tht9vR0tLis91oRUWF4HVoamqCTCbj1ZgOZz9keBwOB5xOp9cLCwDIyMiA2+0OKg2QeHvllVcAeF46+VJfX48NGzaMVZGIAHphNzZWrNbh04stQbWjYvmqrbt+7RL67t0NKRWTNWlSvOD0G3/zBHSTYu4HGu7Ov2FSjISXrpk6KxOTJsXDcfZ4wH1JEmag7dQRr+kxsYnI/NFP0WINr2YXn7e3oe/eXcyVPcurbXtidi6+uvGZV9A70OmTZsH5bPD9zd2vvealzsrED6Y96bPt38Caz4G+/robAHDn6y7fBxPBKIALEcMwXjVzkU6o/QpbExWJamtr4Xa7sWDBAqjVaq69glqt9tlWx+VyQavVYvv27SF1LhJt526kWCwWmM3mIXeG8+6772LLli2jvh8SnEuXPDfcBQsWeM2bOXMmAM/LD3KfyWRCRkYGRCIR4uPjUVZWJvh7kZeXB7FYDIPBAJfL5TWfYRi89dZbKCz0nVpERhe9sBsbixarcOdOt2AnIcEYXCMEALdvdw6rTDGDgkOhNMfWD3+D2z0MHp3yOAoK92POfCUyf/RTNFv1PtMiWUuWFqK397ZgUJOr0ODTiy1+A6Lx0NN9E5cutmDCQw8jV67FkqWFyCuowJ073V41YcFir91fPv4vr3kLF6vRdPzXIW/zIa4zk8BNYiIRBXAhcLlcsNvt2Lp163gXZUSkp6dDLBbDbrd7PTgE0wYsXLG9hk6ePBmVlZXo7OxETU0NzGazYIcLNpsNUqmU61kvmIbp0XruRsqrr74KwHMNFAoF7yE2EJfLBbPZHFT65HD2Q4J39epVAP5Ti2/dujVWxQl7ZWVleOONN2A2m9Hf349t27ahsrIS5eXeDfwlEgm2bdsGAIJtCevr66FSqainzzBAL+xGz9SkNKTMWozmhtBrmzpufgHAk4o4WJx4ypDKw7a1mvdteiZrYKckrJ7um/jj4XJ0uW8gTjwF2bkv4qO294IKHKYmpeFvX3q//Fq0WIWHHnp4yMHsaDvxYS0ufOR52T17ngIPT4zxmSIajGkz5wjW3v34+Z/jyyuOIQWxCYkzudTMaEQBXAhKS0tRU1MTVFpXpHj99dcBACqVigtELBYLjhzxVOdPnz593Mo2VGwbxZKSEu5aFRUVQaPRwG63o76+nrd8VlYW+vv7cfz4cchkMtjtdqxfvz7gfqLx3I0E9kWHWCzG5MmTUVdXh46ODqjValRWVkKr1fpdv6mpKagH1uHuh5DRYLPZUFlZyXX2AtyvZevsFK4NyMvLA+BJ0xscJOzZs4dq38YZvbAbfTlyDc6cNIWUOsk6bTOh904PHp3yOJ5W/gyAJzBSrtYBAHq/bZsVirOn/wgASHsqhwvaUmdlcp2S3O3lbzPm27Zb165eAABk577ot0MOzzqJkCTO8Kp1iolNxKyncmB9/1chl3ssfefh7+JW199xu4dBnHgK/qWoxqvGMhipszIxOW6K1/HOma/EI4/EDmkogKeVP8P/3O6kYQSIJx0mPj4+YNuoSFNUVISamhpuDLSMjAx0d3fD7fY0Qg2mFiQcsUNADPTMM88AAFpaWgTXUSqVaGtrg1Qqhd1uD1gLF63nbriuX78OAFi4cCHUajXX4F+v13M1nf7O7cGDB7Fq1apR3w8JXjCd+gSzzIPgD3/4AwB4dfbS2dnps6fP5ORkaDQauN1uXi2cyWTC8uXLo+qlYaSiF3ajR7lah69uXB5yqltP9038vz/tAXPzC/zwiSUo+rdDyPzR/bHdfHUQ4s/lT0+htfm36O29jezcF1FY/BukpmVz87+88jH3/+wYbWdOmvCnd36B1ubfou/eXcyep8CixSqf+5iXsRK3exiv2qWVa8px6v/7/ZCC2bHy4+d/joTEGTD9biv+eLgcX934DJNiJAGHAhgsJjYRCxerceLDg7zjHUpnNqzUWZl4dErqkNaNJDSQdxAcDgfefvvtqB14uaioiBeY2mw2OJ1OaDSaiE3bYYOogWJjYwEAXV3+G7Tu2rUL+fn56OkJ/NYuGs/dSBFqL6VSqVBZWYk///nPgm3W2Fq1UILfoeyHhIZNEzt37pzXvObmZt4yDzqhdmzB2Lp1KwwGA3bv3s2NVfnGG2/g4MGDI1k8MkTs7/yePXsglUohk8mwZcuWB/6FXbCUq3V4TOr9YvXNvWu46T98YonX/DjxFBRvPeJ3kGvA02GJ6Xf85i0FhfsBQLCDkGB8fM7iNVj0Cy/uQ++dHl5q45Klhbh9u5MLQD8+Z8Gdr7uQK9fiqblyn2mQQumTc+YrESeeguXPbMbyZzZ7rfOYVIbirUe8BrIeS6mzMpE0fTZam38LwBNA19eVIa+gghu2IdiaL/mz/472T096Be/ZS/8Vk2Ik+OkGveB62bkvIjv3Rby5dw1vOhsQDu7pMhpRABeAw+GATqdDXV3deBdlTDAMg3Xr1kEqlWLnztDepIQLNg3S5XIJvrnOzc31u35SUhIAYOrUqSHtNxrO3UgSCqLZWhpf7aWCTZ8c7n5IaLKysrgUssHa29shFoupB9BhSk5Ohlwuh9VqhclkQlJSEiQSCb2ACCP0wm7orn1xwee8z53evyuAJ1jpvdODG9f/6nd9IU8rf4Y48RT89S8nRqwTkBWrdZjw0MPcGGMsSeIMLnWSdfnTU3hiztNImj5bcFts+uTgQKfjH58Lno/vfjcWj055HF3uG3B3/g0d//h8mEczdGxN5Oftbbzp1vd/hZ9u0PscCmCwvIIK/OPvLsEA19f1Fsf/AHHiKfjqxmdcL5OsmNhErFxTjjMnTWHX8ctooADOj4HB2+AfZ6PRGHXplOx4Wp2dnWhpaYnYG9KWLVuQn5+P+vp67k02AFy7dg3A/fYmvpw6dQoqlcor+LPZbEhLSxM8L9Fy7kZCWppn0MyB41YNlpkpPNDnwYMHg+p9crj7IaHbtm0bdDodHA4HF1S4XC44nU5UVUV3qkoo2N8Ni8XiNV6byWTy24vxjh07YLVasWPHDqSkpGDHjh2jWlYydPTCLjSDa7MG8lWzVrz1CHp7b3vNT52Vif+57fb5kL5kaSF++MQSfHXjM59dzIcqr6ACksQZuPBRg1dtUe+dHsSJvV/43rt312f7O1/pk9evXRI8rjnzlXh0yuNwd/7Nb03kWLjd3QHAM2zAwOCLrfFi5wOeWsZ/miT2Omds8DY4gJ0zX4k7X3f5/LwoV+sQJ56Czy6d9KodZYO3wft6WvmzEfschBNqA+eDw+FATk4OFixYgNraWlRXV3N/CoUiqtp7OBwOVFdXIzU1FQBgt9sj+q2vWq2GRqOBTqfjxuax2WzQarU4fPgw94BVVlaG+Ph4VFdXcx0HGI1GHDlyhBuglWU0GpGdnY3i4mLe9FDPHdsmq7293eeQBpFOIpFAo9HA6XR6jQ125coVr8GgWYHSJ10uF69N21D3Q4QF+myWlJRAJpNh/fr1YBgGLpcLKpUKMpmMOtkYgG1ru2nTJt55ZBgGJ06c8LtuVlYWZDIZnE4n2tvb6fMbpga+sDt69OgD/cJurKXOysTyZzbj2ef4PQ3HxCZi0WIVCgr3Y/Y8Bf76lxN+u7SPiU3ExImTuG0KmZqUhiVLC1FY/BtIEmagtfm3gqmBF89buXHg2E48Fi1WYdr02T57QfTV+2QkOPFhLW73MJgre5br4GVqUhryCipwu4fBR98OoA4Azz5XhuXPbOad47yCCvzTJAkmxSZAuVrH/f34+Z9jXsbKkNtCxsQm4if5O/G/fd8gNS2bt828ggrEib8/MgceZqgGToDL5UJOTg7cbjcqKysFl4mWlEqRSAQAkMvl0Ov1UTPGnV6vh1gsxtq1a+F2uyGTyXDo0CHeG/HFixfDbDZDp9NBp9NBJpNhzZo1aGho8LohT5s2DQAglUq5aaGeO4VCAavVCsDTU2ZCQgKqqqp4tYTRYufOnWhra8O6detw9OhRpKenw2g0wmQy+exEJlD6pEwmg9vtxvnz57kgeSj7YccrE2rP9aAK9rPZ0NCA8vJyJCQkQCwWQ6PR4OWXX6YH2AGUSiVUKhXMZjMWLVqEDRs24NatWzCbzTh69Ci3HPvSwWaz8QI1NoNg165dvO0OfEkhVLtHRp/D4YDVasXu3bu5zq6og5mx9T+33ei7dxe9vbe5aWz7ut47PbjVdQPHTAa/KXSD2+Mtf2YzFi5Wo652EzetoHA/4sRTcLuHwY3rf0Xrh7/x2aaKrYWa9VQO12brdg+D8/b3BdMDfaVPRpI/Hi6H/Nl/xz9nv4Ds3BfRd+8umI4v8MfD5bzz1Nt7GxPhuW6Ap/OTR6c8DgCCA6wPTkUNxk/yd2JSjASTYiSQJM7wmm//73qBtSKfqL+/v39IK4pEGOKqYb2vcBYN5yEajiESjcd5ZxgGxcXF3Lh8KpUK27dv91lDmZGRgS1btvgMhDMyMuB0Or0emkLZDxt0D9Ta2jqmNR30HRhd4XJ+y8rKuLElB38mhT6HA8usUCh4nWYJLT94nbEWLud5rAx8Ybdu3bqoedk5FCKRCAf2+G+KQMLPS6/U03UbhpdeqQ+r3zwK4CJINJyHaDiGSETnPXzQtRhddH7HBp3nBxcFcJGJArjhCbcAjtrAEUIIIYQQQkiEoACOEEIIIYQQQiIEBXCEEEIIIYQQEiEogCOEEEIIIYSQCEEBHCGEEEIIIYREiGH1QkkIIYQQQggh0S6ceqEc1kDeNIzA2IqG8xANxxCJ6LyHD7oWo4vO79ig8/zgomEEIhMNIzA8L70SXgOCUwolIYQQQgghhEQICuAIIYQQQgghJEJQAEcIIYQQQgghEYICOEIIIYQQQgiJEBTAEUIIIYQQQkiEGJcAzuVyoaysDCkpKRCJRKiurh6PYhBCCCGEEEJIRBnzAM5oNEIqleLs2bPYv38/nE4nSkpKxroYhBBCCADAZrNBJBL5/MvIyEB1dTUYhuGtxzAMjEYjMjIyIBKJEB8f77WMEJPJxNu+QqHglYXdnkgkglarhcvlCrhNl8uF+Ph4wReiRqORe2HKLhNMOQkhhISnMQ3gtFotNm7ciJqaGjQ0NECpVCI5OXksi0AIIYTwZGVlob+/HzU1NQAAuVyO/v5+9Pf3w+l0QiKRQKfTQaFQ8AIfiUSCoqIi7Nu3DwDgdrtRW1sbcH87duwAAIjFYjidTjQ0NADwBG8rV65ERkYGqqqqIJPJYDAYIJPJAgZxWq0Wbrfba3p1dTX27NkDlUqF0tJSxMfHc8dCCCEkMo1ZAGc0GmEwGFBTU4OioqKx2i0hhBASlCeffNJrWnJyMurq6iCVSmG321FfLzyYq1QqBQDs3r3b7z5MJhP3/wsXLuS9xDxw4ABaWlqg1+tRUlKCtrY2qFQquN1u7N271+c2q6urERcX5zWdYRg0Nzfj9OnTqKioQEVFBU6fPs0dy8CyEEIIiRxjEsC5XC5s374dcrmcgjdCCCERRSKRYPny5QCAY8eOCS6TkpLCBVv+AqO3334bGzZs8JrOMAxWrVqF9PR03vTKykoA8FkD53A40NzcjJdeeslr3unTp6HX6yGRSHjHsmvXLgDA1atXfZaTEEJI+BqTAK62thZutxsLFiyAWq1GfHw8RCIR1Go15eETQgiJGEI1XSw2iGJTJAez2WwAgMzMTK95EokEarXaazpbQ+erhm39+vXQ6/WC+/PVTCEpKQkAMHnyZMH1CCGEhLcxCeDMZjMAz82isrISnZ2dqKmpgdls9mpTQAghhIQThmG4WrVVq1b5XC4rKwtyuRxOpxMWi8Vr/oEDB7Bp06aQ9+1rv7/85S/x2muvhdyWvLu7GwCwbNmykNYjhBASHsYkgHM6nQCAkpIS7kZTVFQEjUbjt00BIYQQMl7YwG3RokVwu93QaDSCtWQDrVu3DgCwf/9+3nSXywW73Q6lUhlSGZqamiCVSr32a7FY4Ha7Q94eAHzwwQfQaDTUiRghhESoMevERCaTeU175plnAAAtLS1jVQxCCCHEL6vVCpFIhISEBOTn50MsFqO1tdVnquJAarUaUqkUVquVS5kEgL1793Jtz4LFMAx27NiBo0ePek1/9dVXsXPnzpC2B3jazDU2Ng5pXUIIIeFhzAI4oe6NY2NjAQBdXV1jVQxCCCHEL3YYgePHjwPw3L/S0tKCXp8N1A4cOADgfk1eoNq7wcrLy7Fr1y6vjk0KCgpw8OBBXuckwWAYBjqdDkePHg15XUIIIeFjTAI4mUwGp9Ppsxet3NzcsSgGIYQQEjSlUonS0lI4nc6Q2msvW7YMYrEYZrMZLpcLtbW12LZtW0j7NplMEIvFXkGfzWaD1WrF3LlzeYOBZ2dnAwB0Oh1EIhGv9o9VXl6OTZs2eQWEhBBCIsuEsdjJli1bkJ+fj/r6epSUlHDTr127BgDIy8sbi2IQQgghIamoqMDZs2dhtVpRXFwc1NhpEokE27Ztg06nQ2lpKex2O06fPh30Pk0mE06cOCGYsjl16lRUVVV5Tb9y5QoMBgPkcjlyc3MxdepU3nytVoslS5YMqc0cIYSQ8DImAZxarcaJEyeg0+nw1FNPQalUwmazQavV4vDhw9SQmhBCSNiqq6tDamoqzGYz4uPjg2oLV1hYCJ1OB7PZDI1GE3TKoq/gjWEYNDU1Qa1W816Esmw2GwwGA3Jzc73ms8GbUG1eTEwM1cgRQkiEGZMADgD0ej3EYjHWrl0Lt9sNmUyGQ4cO0dtAQgghYeHUqVMAPJ2YuFwu7uWiRCJBS0sL5s6dC4PBgM7OTmzfvp0LfE6dOoX29navdTQaDQwGA7Zu3Sq4nzNnzvDWMZlM0Gq12LZtG6qrq3nrvPXWW2hsbAz5mLRaLdra2jBz5kzeNm/duoXGxka0tbWFvE1CCCHja8wCOMCTilJRUTGWuySEEEL8stlsXBsyllQqhVwuR0NDAwAgPT0dhw8fRn5+PsxmMze+qb912MCNDdAG78ftdnPrbNq0Cfn5+QA87dgGk8lkIWerlJWVwWAwAADsdrvX/NLS0pC2RwghJDyI+vv7+4e0okiEIa4a1vsKZ9FwHqLhGCIRnffwQddidNH5HRt0nh9cIpEIB/ZQ3wWR5qVX6um6DcNLr9SH1W/emA0jQAghhBBCCCFkeCiAI4QQQgghhJAIQQEcIYQQQgghhEQICuAIIYQQQgghJEJQAEcIIYQQQgghEYICOEIIIYQQQgiJEBTAEUIIIYQQQkiEoACOEEIIIYQQQiIEBXCEEEIIIYQQEiEogCOEDInL5UJZWRlSUlIgEolQXV3Nm2+xWJCRkQGRSIT4+Hiv+f7YbDZuXZFIBK1WC5fL5bcsWq0WCoViyMdDCCGEEBIJKIAjhITMaDRCKpXi7Nmz2L9/P5xOJ0pKSrj5JpMJa9euxb59+9Df349Dhw5h9+7d0Gq1Abdts9mwcuVKZGRkoKqqCjKZDAaDATKZTDCIM5lMKC0thcFgCPk4XC5XSIElIcMVzHeAEEII8YcCOEJISLRaLTZu3Iiamho0NDRAqVQiOTmZm+9yuZCfnw+9Xo+srCwAgFKpxLZt22AwGGAymfxu/8CBA2hpaYFer0dJSQna2tqgUqngdruxd+9er+XVanXAbfoitD1CRovJZPJbk0wIIYQEgwI4QkjQjEYjDAYDampqUFRUJLhMfX09ACApKYk3PS8vDwDwxhtv+Nw+wzBYtWoV0tPTedMrKysBYEQffk0m05Bq7QgZCofDQbVvhBBCRgQFcISQoLhcLmzfvh1yudxn8AYA586dE5yenJwMsVgMu93uc12JRAK1Wi24LgDExcWFWGph1dXVyM/PBwDodDqvNnwOhwNqtZprg6dWq2Gz2UZk3+TBY7FYkJOTA7fbDavVCpFIxGuvyTAMtFot4uPjIRKJkJGRMeRaZUIIIdGPAjhCSFBqa2vhdruxYMECqNVq7mFTrVaDYRiv5bu7u72mLVy4cEj7Zre/atWqIa0/WElJCVpbWwEAVVVV6O/v59rw2Ww2zJ07Fzk5Oejv74fT6YTT6UR2djYsFsuI7J88WJRKJTo7OwEAcrkc/f39aGhoAOD5bKempgIALl++jI6ODmRkZCA/Px9lZWXjVmZCCCHhiwI4QkhQzGYzAGDy5MmorKxEZ2cnampqYDaboVAouCArJycHAPDBBx94bcNqtQ5p301NTZBKpYK1cyNt3bp10Gg0XC1jcnIyd+xr164VDFYJGary8nLEx8dDr9dDIpFAIpFAr9dDKpWisrKSan4JIYR4oQCOEBIUp9MJwFN7xaY0FhUVQaPRwG63c23f8vLyIJVKYTAYYDQaAfB7e5RKpSHtl2EY7NixA0ePHh2pQ/HJYrHA6XR6tcFLTk7mOlJpamoa9XKQBwPDMFwPq4O98sorAIA//OEPY10sQgghYY4COEJI0IQeNJ955hkAQEtLCwBPO7bGxkaoVCps3LgR8fHxvN4eVSpVSPssLy/Hrl27vIKq0XDx4kUAwLRp07zmzZ8/HwBw9erVUS8HeTBcunQJgPBLjSeffBLAyHbcQwghJDpQAEcICZrb7faaFhsbCwDo6uripiUnJ8NkMqG/vx+dnZ3Q6/Vobm4GABQWFga9P5PJBLFYPCapkwOxgRwhY+Hs2bPjXQRCCCERhAI4QkhQZDIZnE6nzxqB3Nxcn+sajUZYrVbU1NTwxozzx2Qy4cSJE6ioqBhSeYdi+vTpAHz3pAkAmZmZY1UcEuWmTp0KADhz5ozPZfx9rwghhDyYKIAjhARly5YtAO6P88a6du0agPvjvA1mHpiZRwAAHeZJREFUMpmwceNGXscgLIZhBDtpYIM3vV7vtfxodq++bNkyiMVimM1mr0D1ypUrkEql3ODkhAxXcnIy5HI53G631+c60PeKEELIg4sCOEJIUNRqNTQaDXQ6Hdedvs1mg1arxeHDh3k1awzDwGKxQKFQID8/HzU1NV7BGAAUFxcjOzub6+wE8ARvWq0WM2fORHV1Ne9v0aJFgkMROBwOAEB7e3vIvUSeO3cOFosF1dXVkEgkOHToEABPWz02iDMajTCZTGPSkQqJbu3t7dz3BgD0ej3EYjG0Wi33MsPX94oQQggBgAnjXQBCSORgHzbXrl0Lt9sNmUyGQ4cOQalUcstUV1dDp9NBKpVi+fLlcDqdPh9C2c4b2E5DLBYLb4DtwWQymde2FAoFNzyB0+lEQkICqqqquHHdfMnKyoJGo4HBYEBXVxfq6uoAeMbsam1txebNm7nyqVQqtLS0jElHKiR6HT58GPn5+Vi3bh33MiA5ORl2ux2lpaXIzs4GAMHvFSGEEMIS9ff39w9pRZEIQ1w1rPcVzqLhPETDMUQiOu/hg67F6KLzOzboPD+4RCIRDuyh1N5I89Ir9XTdhuGlV+rD6jePUigJIYQQQgghJEJQAEcIIYQQQgghEYICOEIIIYQQQgiJEBTAEUIIIYQQQkiEoACOEEIIIYQQQiIEBXCEEEIIIYQQEiEogCOEEEIIIYSQCEEBHCGEEEIIIYREiAnjXYBw5nK5UFpaCrPZDACQy+XYsWMHsrKyxrlkI4thGJSXl8NkMsHtdkMul6Oqqgrp6enjXbQhcblckEqlPudXVVWhpKQEgOfYf/nLX8JgMMDtdkMqlWLXrl1Qq9Uh7dNkMmHHjh14++23/X4+XC4X9u7dC5fLhYaGhpD2QchoCuazabFYsGnTJjidTojFYmzbto37LhESqpH4PKWkpMDpdPKmOZ1OJCcnc/82Go3Ys2cPbz+FhYWQSCS89QbfD8RiMTQaDV5++WXeskO9b7hcLtTW1sJsNsPpdPLuRex89pnD3/mw2WzYvHkz7HY7AEAmk2Hfvn1e9x6hc8OSy+Vhfw/6l6Ia9PV9g7raTUGvk1dQgUenPM6bduGjBpz4sJb799PKn2HGY/Mw8ZEY9N27iy+vXkDrh79BT/dN3nqFxb/BxEdiBPfT5b7BlWvJ0kLMnqfwWabW5t/i43MWwf13uW/gzEkTLn96yu9xLVlaiKlJaZAkzgAAvLl3jd/lR8rUpDSsVv/C5/zPnXZYjlUF3MaSpYWQJM7gzrfQOqmzMrFwsRpx4ikAgK9ufAbr+7/yui4Dt5v5o7V4eGJMUJ+ROfOVeDxtMSQJMzDhoYe9rkukoRo4HxiGgUwmA+B54FepVLBarcjOzobFErkXfDCGYaBQeH54Ll++jI6ODsTFxSEnJwcOh2OcSzc0e/fuhVgshlwu9/oDwP0XAAoKCtDY2Iht27ZBo9Ggs7MT+fn5KCsrC2pfDocDRqMRWq3W542SZTKZUFpaCoPBMPSDixAmkwkikcjnn81m87muxWIJuMxgDMOguroa8fHxAZe12WxQKBSorq4OevvRLpjPJvuwvWHDBpSWlgIAdDpdVJxHm83m9/OakZGB6upqMAzDW49hGBiNRmRkZEAkEiE+Pt5rGSGDvx/sbzBbFnZ7IpEIWq0WLpfLaxtardZvmQcf38BtZmRkhPT9Gg0j8XkymUxev/VVVVW84K26uhp79uyBSqVCaWkp4uPjodPpeOecxd4P7HY7+vv7Ybfb0djYiIKCAsHlQrlvGI1GSKVSnD17Fvv374fT6fQK3mQyGeLj49HR0YGWlhbs3r0bWq2Wtx2bzYbs7GysX78e/f396O/vx/r165Gdnc27piaTCU6nU/A+KBaLsXr16qDP83hQrtZhUowk8IIDTE1Kw+S4Kehy3+D+mJtf8II35WodZjw2Dx03r+Da1Qvo6/sGj0ll+En+Tt62liwt5AKswX999+7iqxuXuWVTZy1G750er+Vu9zDou3eXFyT8+PmfQ5q6CG3/XY83967B3d4e5Mq1SJ2V6fOY/qWoBmlP5aC7+yZam387ZsEbAGT+aC367t0VPA8AcPlSq9/1pyal4dnnytDXdxe/f0uLZqse06bPRl5BhddyS5aux+2eDnzutKP3Tg8enfI4Vq4pF9zukqWFWLK00CtYFxITm4i8ggpk574IAPjv1j/g929pIzp4A6gGzqfa2lro9XreG7WcnBxs3LgRmzZtglKpHMfSjZzy8nK43W7o9Xpu2ptvvonU1FQ899xzaG9vH8fShY5hGIjFYnR2dnrNs1gsaG9v52oWbTYbkpOTeW8hi4qKMHfuXFRWVqKwsJD3ICAkPT0d6enpuHXrFnQ6nd9l1Wo11Go1V6MbzXbs2AGpVIqUlBTedIZh4HQ6fdZSMgyDtWvXhrQvi8WCixcvBjz/DMOgvr4eBw8ehN1uR25ubkj7iWbBfDZPnjzJ+z14/vnnMXfuXDQ3N0d8LVxWVhb6+/thNBqxceNGXu2Ey+WCVquFTqfDkSNH0NDQwNXGSCQSFBUV4cknn0R2djbcbjdqa2sDno8dO3YAAMRiMex2O/c7Y7PZsHLlSqjVaqxZswZHjhyBwWCAyWTiLedyuWAwGCCTybxqkdrb27mXj+w2s7OzUVNTg7a2NgCeYCI7Oxutra3jllEyEp+nt99+m3c9BmMYBs3NzTh9+jS3zMsvv4xFixbBbrfDZDJx93iHwwGr1YrW1lbuPCcnJ+O1117DihUr4HA4kJ6ePqT7hlarhcFgQE1NDYqKigTLygZqO3fuhEQigUQigV6vR35+Pl544QXuOh04cAByuZy3naKiIhw8eBAHDhzglrtw4QI6OjoEaxkTEhKwbNmyoM7xeJgzX4nY2MSQ15ubsRIXz1tx+qTw71hMbCLE8T/AO/+p42p1YmIT8fz/rcKkGAmWLC3kgj2x5Af4/Vtar9qfmNhE/HSDHn/5+L+4sl7+9CQvSGT9+Pmf46GHHuYdV9L02fjcaeeCh/q6MhQW/wYLF6u9auFSZ2UiV65Fb+9tvH+0AtevXQr5nAxHTGwi7t27C+Ovve/Jixar8NRcecCawxy5BgC4mrSe7puY8oM0zJ6nwJz5Su48zM1YKXhd2Nq4wdjzXbz1SMBj+En+TkycOCnia9wGoxo4HyZPnuyVDlFUVASpVBqwpiWSGAwGr4dsiUQCtVoNp9MZcbWNEokEFRUVgvM++OADqFQq7t+ffPIJL3AFPAGZRuP5wbl+/froFTSK2Ww27Nq1C+3t7WhoaOD9LV++3G+aUUFBAZYvXx7S/pRKJUpKSng1q0LYh+19+/aFtH3i8fLLL/P+zb4IiYuLG4/ijIonn3zSa1pycjLq6uoglUpht9tRX18vuC6btr17926/+zCZTNz/L1y4kPewf+DAAbS0tECv16OkpARtbW1QqVRwu93Yu3cvt1xTUxPOnz+PtrY2r++YWCzGqlWreNsUeuCXyWQ4cOBAgDMyeob7eWIDKV/BGwCcPn0aer2et4xEIsGuXbsAAFevXuWm9/T0AAC6u7t524iNjQUAxMR4UulCvW8YjcaAwZvL5YLVaoVareaVlQ2yBl6nrq4uwVpeiUTCy0CoqKgQPDdNTU2QyWQBX06Ol5jYRMzLWInjAdLyhNZL/N5jPoM3AHhidi5arAZeUNbTfROXPz0JAJgUm8BN/9M7vxBM3ZuXsRK3exgumPr4nEUweAOAhMSZ+PLKx9y/H09bDAA43/Yeb7mOm1cQJ57Cq4WLiU3EkqXr0df3Df54uHzMgzfAc27+9I5w+uS0mXPQcfOK3/WnJqUhTjwFTMcXvHP50bfH/8Ts+y9RB6ew9nTfRG/vbfTduzucQ8CKb2tym636qAreAArgfPL1Q5uSkgKxWDzGpRkd/lIk2ZvpxYsXx6o4o85kMqGwsJD7t69rPHPmTAD3b9gkNFlZWT6DNLPZjGeeeUZwntFoRG5uLubPnz+axSNDNPhh0OFwQCwWo7KycpxKNHYkEgn3YuHYsWOCy6SkpHDB1sAgbbC3334bGzZs8JrOMAxWrVrl1faYPb8D0yiLiooE2yi7XC7Y7XZe7UqwD/xjbbifp127dsFgMPhMbwU8L3eEApWkpCQAnhe1rLS0NIjFYqxdu5Z3bzxw4AA0Gg23nVDuGy6XC9u3b/cKoAdramribYMlkUgglUp5NeO5ubmw2+281EqHw4EzZ8743Qfr3XffxZYtWwIuN15WrNbh04stPts9+ZK99F8xKUaCwuLfIK+gAlOT0ryWOX3SLBgIsemA39z9OuB+pial4fP2toDLscHYwIBSkuBpvza4DG7mb5510rK5abkKDSY+EoO2/64P+VyMBUnCDLSd8l/79cScpwEAX3/NfynS030TvXd6uPZ87LSBYmITMXHiJJy3vz/kMi5arIIkcQY+d9oD1hRGIgrgQsQwTMgdXIQ7oRuf0JvoSGYymSCVSoN663jr1i1IpdKI7cQlXLEPRULpxw6HAwcPHoz4VLwHAdveMCcnB++9917YvskfLf5qiF566SUA91MkB2PbKGVmerd3YTMfBmPPbzA1U01NTdBoNLzgaLgP/KNtKJ8n9p7FpqDqdDqkpqb6DZwHYmvZBga6bMqi2+1GTk4OTCYTtFotpFKpV42bEKH7Rm1tLdxuNxYsWAC1Wo34+HiIRCKo1WrefZf9bXzqqae8tstmyLDLFBYWQiaTwWAwQKFQwGazYf369WhpaQl4z3K5XDCbzWGbPrlosQp37nT7rUXz5bvfjUXvnR5MfCQGj055HKvVv8CPn/95UOs+8m1HJWxapC9sJyIfDapBE5K+YAWvhmpqUhomPPQwbvd4P2+xASSbNhoTm4ik6bPRe6cHSTNm41+KalC89QgKi3+DJUsLvdYfa0uWFqK393bAWsE48fcBAMw/vGvqentvA4Bg278lSwvx/P+two3rfx3SZ4E166kcAJ7AvKBwP4q3HkHRvx0K+nMR7iiACwH7dnPr1q3jXZQRkZ6ezt0ABzeSP3Uqut5WvPvuu1i/fn1Qy5rNZi7Fhowco9HIS2EdSKfTPRBtA6NBQkICdDod3G43Vq5cGXFp1kPBMAwXHAxMTxwsKysLcrncZ/r5gQMHsGlT8D3qsfsOtF/Wnj17vGq4h/PAPxaG8nmSSCRoaGhAZ2cnnE4nNBoN3G438vPzg1r/gw8+4NWqsdRqNQ4fPgwAyM/Ph8vl8pmSP5jQfYP9TZs8eTIqKyvR2dmJmpoamM1mKBQK7tqy9182XVMIm+LJHrtcLuc6Vtu3b19Q17KpqQkqlcpv2ul4mZqUhpRZi9HcMLROvurrylD75r/i929p8bnTjr57d5E0fXZQD+vTZs7BVzc+CxiQPDHnaTA3vwiqRkySMIMXECZ87zEAQF/fNz7X+T8TvgPAk6bJLsv84wp+Z9yIY6afo6/vG8yepxj3IG5qUhr+9uUnAZd7eKInML5zp8fnMo98l/9iqqBwP2bPU2DiIzF4TCqDcrX/tu3+yjgpRoK+e3fxzd2v8d6Rnfj9W1owHV8gSaATlUhEAVwISktLUVNTE1VvnF9//XUAgEql4m4iFosFR454qsanT58+bmUbKQzDBP3W0Wg0QiaTRV0tazgwmUx4/vnnvaaXlZVh3bp1UfW9imb9/f04f/48ly64du1awV4SowEbuC1atAhutxsajSbgb8O6desAAPv37+dNZ18AhtoBVlNTE6RSacD9OhwOdHZ2em1/OA/8Y2G4n6fk5GTo9Xou8AoUIDscDjQ2NmLnzp2C82/duoXly5dDJpPBarUiIyMjYM+ivu4bbHv5kpISXgqmRqPx254ykFu3bgEA13tndnZ2ULWPBw8eDOpFwHjIkWtw5qRp2OmCPd03YTlWhWarngvihNIpWamzMjE5bgqs7/8q4LZ/MO3JoNqiLVqsQl/fN0NO22Pb4t38x+dcDdT1a5fQdPzXAIC0b2uWxkNMbCIkiTMC1lYOVV3tJhwz/RyfOz1DZDwmlWHRYuEXv/6wAfPt25048WEt14FKfV0Z18Olr54/IwUFcEEymUyIj48Pi5STkVRUVISamhpuLJuMjAx0d3fD7XYDQNimWoQi2EbbDocDx44dw5tvvjlGJXtwWCwWxMfHez002mw2OJ1OCpgjTHp6OkwmE1fzwbbhiRZWqxUikQgJCQnIz8+HWCxGa2trUKl0arUaUqkUVquV16373r17Q67ZZxgGO3bswNGjRwMu+8477/j8Hg31gX+sjMTnSa1WQ6PRwOl0+gy4GIaBTqfD0aNHBWuhysrK0NLSApPJhIaGBi7QEhpygBXovjGwR1AWW0va0tICILj0WLZtHTvcQFVVFSoqKtDa2gqxWByw9lGofWS4UK7W4asbl0e0ndLlT0/h0kXP+Z02Y47gMjGxiVi4WI0THx4MGDiyNTrBpE8KdfBx5+uugOv976DaucGph9evXcLtHgYTHnp43IKPwZ24+DP4eIQInZfr1y7BcqwKFz7y9PT6WEpG6AX91u2eDq9p7LWZkbxgyNsNBxTABcHhcODtt98O6uYdiYqKitDe3o7+/n60tbUhKSmJS0sJx1SLUAWTPsne2Af3WEZGxuAeQAHPOd+8eTMFzBGMTSdnA4RoIZfL0d/fj+PHjwMA3G430tJ8v8UfjA3U2N4D2Zq8UF9UlJeXY9euXUHVlvnqIGioD/zjYbifpxdeeMHv+uXl5di0aZPg+XQ4HKisrOTaMbJt4tggTijgDea+wb4MHYhNlezq8jy8sh03ffKJd1qa1WoFcL9jsdLSUixcuJD7d1ZWFlpaWiAWi/3WPo53+qRytQ7FW494/QGeWpYfPrFEcF6ceAqKtx4ZUiod2zvkwxMnCc6XP/vvaP/0ZFCB43DSJwFw+5g0ybvjoKQZswEA3YO2LVRuNgVzcOrhWAk2fRK4fzzf+77Uax47PIC/c3/iw1r03unhUkuHYuAwDqx73/Zs+Z2Hvzvk7YYDCuACcDgc0Ol0qKurG++ijAmGYbBu3TpIpVKfKSaRJJj0SYZhUFBQ4DUALBk5QumTtbW1sNvtSEhI4A1AzI7nlp2d7TUgMQkv7PclGlKthSiVSpSWlsLpdPLaLAWybNkyiMVimM1muFwu1NbWYtu2bSHtmx2kOpigz1f6JDD0B/7xMBKfJ1+dVWm1WixZssRnCisbKA0O1Nn74MAhB4Dg7hsymQxOp9NnSig7FiU7BMrgnqHZ9Qa+/DKbzViwgF9zwA5j4G+Io/FOn7z2xQV87rR7/QEQnM7O673Tg8+ddlz74sKQ993+V+8gIa+gAv/4uyvoTjJGIn2SufkFJjz0sFdK53e/6wno2UGx2Zq3733f9/PIeHSJH2r6JHs8bGcmLPb4mZtfBNxGb+9t3O313YbOF7an0MlxwuPIARjWZyocUADnx8DgbfBbK6PROE6lGj0Mw0ChUKCzs9NnikmkCZQ+OfAmPPit7OBrbLPZgn6AI/f5Sp/MzMxEVVWV1x/7MKPRaFBVFdpYQGRs2Ww2SKXSsEzLGikVFRWQy+Ww2+0oLi4Oah2JRMIFbKWlpXjrrbd4Q5gEYjKZcOLEiaA70PCXPjnUB/7x4OvzFOxv7x/+8AevtofA/eBt8Dmy2Wxc0MQGjadPn+Ytw94HBwaVwd432O76B7d1u3btGgAgLy8PgOd6yOVyr1q+M2fOALjfuyngCVAbGxu9jnHy5MncWISDhUP65MfnLLAcq/L6AyA4nZ3X23sblmNVvIAldVam33ZtrCVLC3Ht6gWvwIsN3gaP3zZnvlIwNXG46ZOsv1xoBnC/e33W5Lgp6HLf4IK+0yfNnm72E2YgZtCA5hMnTsJXNz4LWI7RECh9cvB1ufzpKXS5b3DDJ7BSfug5x+z58CUmNhGTJsXDcfZ4yGXt6b6Jr258homPxGDOfP5LG7bH0kgfF27CeBcgXDkcDuTk5ECj0aC2lv8lb25u5hqqRwOHwwGr1Yrdu3dzg9VGS02Uv/RJNmBl26uwb2AB4MoV/g+w0WjExo0boVKpBFNpzp07B8CTApOVleWzPOzDQnt7OxiGiYogORCh9EnAUxPg61xZrVa88MILvPkulws9PT1h0/lCtPH32bRYLFixYgU0Gg22bt2K5ORk2Gw2rFu3Lmpe9vhTV1eH1NRUmM1mxMfHB5VOX1hYyPWuGko6Ohu8Dd4HwzBoamoSDNTMZrNg4ALcf+AfHAz6e+AfbaF8noR+e9VqNRobG6HX67ku+WtrayEWi71q2LRaLdra2jBz5kxUV1dz02/duoXGxka0tbVx23zjjTewdu1avPfee8jKyoLL5cLevXshk8m44CeU+4ZarcaJEyeg0+nw1FNPQalUwmazQavV4vDhw7z7rF6vh0wmg1arhV6v55bTaDS838H9+/djxYoV0Gq12LlzJyQSCSwWC3bv3u3zczne6ZMjKXVWJpY/sxl99+7C+Ou1AICnlT/DD59Ygs+ddm5A6CVLCzE1Kc1rQPC8ggr80yQJJsV289IyH3roYcSJp+J3xo1e+ww1fbLZKnwdPj5nwWMpMkhTF+GLWWfx9+uXIX/23zFhwndw5iT/ueLEhweRK9di5ZpyvHfEUwssf/bf0df3TVAdrowGf+mTQtcFAFqsBjz7XBnyCipQX1eGOfOVSHsqB1/d+IwLoKYmpeHZ58pw+3YnLnzUgI/PWTA1KQ3LVvwbLl1s8ZlmyQbbEydOQkxsotf1sb7/K/wkfycy/jkPd77uwuVPT+Fp5c/8XqNIQgGcAJfLhZycHLjdbp+DikZLSiWboiaXy7mbYbRg0yd9XUOFQgG73Q673S7YhT3b/gUApk2bBgBeDzw2mw3Z2fcH39y4cSM2btyI/v5+wf2xN3un04mEhARUVVVF/dhnJpOJa6w/HDKZDG63G+fPn/cK4hiGQXt7OwBPIOIvyGPbmbBBNwn82Zw1axbXFb3BYIBUKsXy5cvR2NgYNS97gPvDp1itVrhcLu7YJBIJWlpaMHfuXBgMBnR2dmL79u3c5+zUqVNob2/3Wkej0cBgMHgNPcPu58yZM7x12LHHtm3bxgs2AOCtt94SrHnxlz4JDO2Bf7SF8nkS+u1dtWoV7HY78vPzodVqsXz5crz00kteL4TKyspgMHi6pbfb7V7lYDt1YTU0NKC8vBwrV66E2+3mUlgbGhq44CeU+wbgCczYAcLdbjdkMhkOHTrkdb2Sk5PR0tICnU4HkUgEqVSK119/3avjNKVSiePHj+PVV19FQoKnt0Jf22QdPHgwrAfvDsX/3Haj795dbhwxAPjCdRY/mPYkHpPK8JhUhi73DXx5xQHT7/jfux8//3M8OuVxAMCkGO9g9tpV4ZS6H0x7MqjBu4PpffJP7/wCytU65Mq1mPDQw2BufoH3j1Z41Wqx28j80U/x0w2eHjWZji/wx8Pl4zKwN5s+ObjWkiV0XQBPhyTNVj0WLlajeOsR9N7pgfPyafyX5T94y9zq+jskiTOQnfsi/jn7Bdzq+js+anvPZy1ZQeF+rh3dxEdi8NMNenzutHM1t4CnFu6Ph8uxYrUOy5/ZjOXPbAZz8ws0W/VRMbC3qF/oSTOYFUUiwYfU0TCW+wpn0XAeouEYItF4nXeLxYJNmzZxwVUwqqurodPp0Nraynsgy8jIgNPp9KohZpcfSC6Xo6GhwWvbQm3qBu9ntNF3YHQN5fwOfhHDGvw5MplMyM/P97utgeuwNThsoORvP5s2bcKKFSt8blcmk3G1RQOVlZXB7Xb7DcYsFgteffVVLoiRyWR47bXXQh7SYCD6HD+4RCIRDuzJG+9ikBC99Eo9XbdheOmV+rD6zaMALoJEw3mIhmOIRHTewwddi9FF53ds0Hl+cFEAF5kogBuecAvgqBMTQgghhBBCCIkQFMARQgghhBBCSISgAI4QQgghhBBCIgQFcIQQQgghhBASISiAI4QQQgghhJAIMaxeKAkhhBBCCCEk2oVTL5RDHsg7nA6CEEIIIYQQQh4ElEJJCCGEEEIIIRGCAjhCCCGEEEIIiRAUwBFCCCGEEEJIhKAAjhBCCCGEEEIiBAVwhBBCCCGEEBIhKIAjhBBCCCGEkAhBARwhhBBCCCGERAgK4AghhBBCCCEkQlAARwghhBBCCCERggI4QgghhBBCCIkQFMARQgghhBBCSISgAI4QQgghhBBCIgQFcIQQQgghhBASIf5/YfDavRDyOAgAAAAASUVORK5CYII=)
Tying genetic linkage map to physical map
Identification of map position was accomplished by identifying BAC or PAC clones that simultaneously contained a hit from the microsatellite marker. Forward primer sequences of genotyped polymorphic marker(s) were used for blast analysis to detect the physical position of the molecular markers and the BAC / PAC clones to which they were anchored. By way of these co-mapped markers, the map in this study is tied to the physical and sequence map developed by the International Rice Genome Sequencing Project (http://rgp.dna.affrc.go.jp/; http://www.usricegenome.org/; http://genome.arizona.edu/fpc/rice/; http://www .gramene. org/) and the principal mapping populations used by the rice scientific community. The BAC / PAC clone to which the molecular marker was anchored also contained an anchored RFLP marker along with its cM distance on the IRGSP Build 5 BAC / PAC map. The cM distance of the RFLP marker was extrapolated / assumed for the genotyped polymorphic marker(s) anchored to the clone. In the order of their occurrence on the BAC /PAC map the cM distance generated for each genotyped polymorphic marker(s) was used for developing linkage map and for QTL analysis in QTL cartographer.