RCTD on the Hippocampus and spatially localizing three interneuron
subclasses
library(RCTD)
library(Matrix)
library(ggplot2)
library(ggpubr)
library(gridExtra)
library(reshape2)
library(Seurat)
devtools::load_all()
source('../../R/RCTD_helper.R')
source('../../R/IRWLS.R')
source('../../R/prob_model.R')
Load in results of RCTD and select interneurons
#given a puck object, returns a puck with counts filtered based on UMI threshold and gene list
#Command used to save the data from the gather_results.R script:
#save(puck_d, iv, results, file = 'Data/SpatialRNA/Puck_200115_08/results/final_analysis/gathered_results.RData')
#loading in that data:
refdir = '../../Data/Reference/DropVizHC'
load('../../Data/SpatialRNA/Puck_200115_08/results/final_analysis/gathered_results.RData')
results_df <- results$results_df
barcodes <- rownames(results_df)
singlet_ind = results_df$first_type == "Interneuron" & results_df$spot_class == "singlet"
singlet_barcodes <- barcodes[singlet_ind]
doublet_barcodes <- c(barcodes[results_df$first_type == "Interneuron" & results_df$spot_class == "doublet_certain"], barcodes[results_df$first_type == "Interneuron" & results_df$spot_class == "doublet_uncertain"],
barcodes[results_df$second_type == "Interneuron" & results_df$spot_class == "doublet_certain"])
doub_first <- c(barcodes[results_df$first_type == "Interneuron" & results_df$spot_class == "doublet_certain"], barcodes[results_df$first_type == "Interneuron" & results_df$spot_class == "doublet_uncertain"])
doub_second <- barcodes[results_df$second_type == "Interneuron" & results_df$spot_class == "doublet_certain"]
second_type_list <- unlist(list(results_df[doub_first,]$second_type,results_df[doub_second,]$first_type))
names(second_type_list) <- doublet_barcodes
inter_barcodes <- c(singlet_barcodes, doublet_barcodes)
puck <- readRDS("/Users/dcable/Documents/MIT/Research/Rafalab/Projects/spacexr/data/Share/scp_rctd_round2/puckCropped_hippocampus.rds")
cell_type_info <- readRDS(file.path(refdir,'info_renorm_coarse.RDS'))
gene_list <- intersect(rownames(cell_type_info[[1]]),rownames(puck@counts))
puck <- spacexr:::restrict_puck(puck, names(which(puck@nUMI >= 100)))
puck <- spacexr:::restrict_counts(puck, gene_list, UMI_max = 200000)
Run RCTD on interneurons to classify into 3 interneuron
subtypes
refdir <- '../../Data/Reference/DropVizHC'
inter_names<- c("Basket_OLM" ,'CGE', "Neurogliaform_Lacunosum")
log_l_thresh <- 10
singlet_ind = results_df$first_type == "Interneuron" & results_df$spot_class == "singlet"
singlet_barcodes <- barcodes[singlet_ind]
doublet_barcodes <- c(barcodes[results_df$first_type == "Interneuron" & results_df$spot_class == "doublet_certain"], barcodes[results_df$first_type == "Interneuron" & results_df$spot_class == "doublet_uncertain"],
barcodes[results_df$second_type == "Interneuron" & results_df$spot_class == "doublet_certain"])
doub_first <- c(barcodes[results_df$first_type == "Interneuron" & results_df$spot_class == "doublet_certain"], barcodes[results_df$first_type == "Interneuron" & results_df$spot_class == "doublet_uncertain"])
doub_second <- barcodes[results_df$second_type == "Interneuron" & results_df$spot_class == "doublet_certain"]
second_type_list <- unlist(list(results_df[doub_first,]$second_type,results_df[doub_second,]$first_type))
names(second_type_list) <- doublet_barcodes
inter_barcodes <- c(singlet_barcodes, doublet_barcodes)
N = length(inter_barcodes)
inter_df <- data.frame(best_type = factor(character(N),levels = inter_names), confident = logical(N), score_diff = numeric(N))
rownames(inter_df) <- inter_barcodes
i <- 1
for(barcode in singlet_barcodes) {
print(i)
i <- i + 1
score_best <- 100000
score_second <- 100000
best_type <- NULL
for (type in inter_names) {
score <- get_singlet_score(cell_type_info, gene_list, puck@counts[gene_list,barcode], puck@nUMI[barcode], type, F)
if(score < score_best) {
score_second <- score_best
score_best <- score
best_type <- type
} else if(score < score_second) {
score_second <- score
}
inter_df[barcode,type] <- score
}
inter_df[barcode,"confident"] <- (score_second - score_best) > log_l_thresh
inter_df[barcode,"score_diff"] <- (score_second - score_best)
inter_df[barcode,"best_type"] <- best_type
}
for(barcode in doublet_barcodes) {
print(i)
i <- i + 1
score_best <- 100000
score_second <- 100000
best_type <- NULL
for (type in inter_names) {
score <- decompose_sparse(cell_type_info[[1]], gene_list, puck@nUMI[barcode], puck@counts[gene_list,barcode], type1=type, type2=as.character(second_type_list[barcode]), score_mode = T, constrain = F)
if(score < score_best) {
score_second <- score_best
score_best <- score
best_type <- type
} else if(score < score_second) {
score_second <- score
}
inter_df[barcode,type] <- score
}
inter_df[barcode,"confident"] <- (score_second - score_best) > log_l_thresh
inter_df[barcode,"score_diff"] <- (score_second - score_best)
inter_df[barcode,"best_type"] <- best_type
}
conf_inter <- inter_df$confident
barcodes_cur <- inter_barcodes[conf_inter]
new_class <- inter_df$best_type
names(new_class) <- inter_barcodes
counter_barcodes <- barcodes[results_df$spot_class == "singlet" & results_df$first_type %in% c("CA1","CA3","Denate")]
Plot the confident classification results in space
my_pal <- c("#D55E00","#9E0073", "#0072B2")
load("/Users/dcable/Documents/MIT/Research/Rafalab/Projects/spacexr/AnalysisPaper/Results/inter3.RData")
p3 <- plot_class(puck, barcodes_cur, new_class, counter_barcodes = counter_barcodes) + ggplot2::scale_color_manual("",values = my_pal)+ ggplot2::scale_shape_identity() + ggplot2::theme_classic() + ggplot2::scale_size_identity() + coord_fixed() + guides(colour = guide_legend(override.aes = list(size=2)))+
scale_x_continuous(breaks = c(1500,3500,5500), limits = c(1450,5700)) + scale_y_continuous(breaks = c(2000,3250,4500), limits = c(1800,4700)) + theme(legend.position="top") +theme(legend.text=element_text(size=8),legend.spacing.x = unit(0, 'cm'))+geom_segment(aes(x = 1700, y = 2100, xend = 2084.6, yend = 2100), color = "black")+ theme(axis.title.x=element_blank(),axis.text.x=element_blank(),axis.ticks.x=element_blank(), axis.title.y=element_blank(),axis.text.y=element_blank(),axis.ticks.y=element_blank())
ggarrange(p3)
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+sBw8ebIh97itGjTDeYcv5om0hPQzBzHacBcQ2IptRGtq5PkaUv3HjxqFzg+NL27jncAK8TkZHcFZqsp///OdVIxmMKNBfRuB4Bqm3R48exn3N/Ai+4wThGNCHVM9K9FzZ7nO0bn0WARGofwKN6r8JaoEIiEC+CLTeZNsgNJ06X79s8Txrs2ntkzcRFQh50hAeeuihUEw99dRTYeoEkVQijkTTERyIJEQXE1WJ5DI5lOMwcraZkEtKB8IK8YLIGz9+vH355Zeh88BIQqaGaCNlJGqkyfBiYmptRlQWkfrPf/4zjL7XVt73lx64pTVq2ti/Vr2XNGlk/YJ9tRmpHfQ3aoi/J598MoxQf/rppyFH9t98883hKMVNN90Upon4MYg6BLO/4iMKXi76fsDgXta6+boOE2V2GNAlWrTGz4zQkJZCRB6nECOqjcCkX7y6du1qjMZg0fki3Cdu0dEdUsh8kjP7u3fvHo7icE8h/jHuw3SGg0raEOlTiF3OH5+PET8HE9mZZI1F28J3jscYNWC0C8P5WV/jOvFckKZD32gbbY5OpuczaTiYM4vyYjvpYBgOD+zZT1vhhMGI/lM/8xFIV7ruuuvC4yZMmBCWSVd3tvscnkz/iIAIJIaAHIDEXAo1RARyT6BJkP7T84RKAR4/28an32JNO3aPb67xO6Kd1A7SbJ555pkwMvrwww+H4mv69OnhXACiqqTW4AQgbImoYqR6XH755WH6BVF/IrNEWZm8i4NBTrtPhEV4IdhqMiK4pEV4+guC6He/+12YpkRaRW1GmhFC6Q9/+MM6KwXVdOzOVx5m5UHEvKTRWkGI+K9YXW67X390TYeG+84444ywv4yaYKRFkRqCACbyjYNAZNzFH8zfCuZJbIgA5TzH7dZvHQfAe/DwOXtQJGNjHgBRdtJvsD322CN06ohQcy25P7h+XAdGPBgBgjWrHqUyJjF7XdwDPh+CVC36jmiNp/9E6yHljOj53//+9zCizkhK/P5h9IlRAtqCkQ8P61S2oayjdXI+HGbmISDG6Qtt477HWfX2ELnHQUDMe2oaKWE1GX0mRcnLsXIUqUrcO6yMROoY6T04xJSpqe5s9rmmNmufCIhA/RBIHf6pn7borCIgAnkg0OPI8615tz425eGrbNX8GdakfVfr+cPLrOsBmS2JiBjr2bNn2FKEOek7rKrC0ptEgUmtQNCQEjRx4kRDaJGuQm4/QgaxHzWi2aRkEBFlH7nMLMlJRNRTXBg5IDUHgZNusisr6TChFrFMKgURaEYkEPRuOCG0ww2HIWqIrr/85S9htDq6uk20TPxzqy5t7aJl99uQ4++zqe+PCXf32m0TO/CBU6xpy2bx4ut8J3UGTrSVNsMOscacB8xTZ4ig4yThICCQ4eaG0GYSaNTIh0+XWkS5Zk0a29i7jrGfP/Shvf7FVFsezFnYcWAXu/mEHaxTm+bRqjL6zEiOT2DmvmBUgBz+5s2bh2KfVZ/4/JOf/CQU2kSYcQJTGfcR/WFCMHn3pPrgPNBn5h1wHNFsj5DH68CRvP7668Ocd8Qv9yuMo0ZbiMQzV4Ey1IlTwXyKbBrPho9aUC/3FQx4LhDgOHq0jZQgVq9iHgD8cHZwpEhT4hkjgs+oQG1pQTw/PEfMtyCVzrmTpkUqFsy4zxgl2nLLLetUdza5qC4REIH6JVASRGFqX6euftuos4uACDQgAuSjEw2OGzn65LPHV4uJl+M76UFxcUeaEKkOmUQmWTGIOQiZlE11/vraRrtrEngIOgRhQ7JU15J7geuL6K3JOBbh79eRlDPEMwL5z3/+c5iywyhPOmO0AZ5+fLpyOJvRuRbpymVzO+fECaEvcWOUJ+q8MUoAM1YKytRS9Yl6WIEoeo+tT92ZtkHlREAEkktADkByr41aJgIiECNAJJgRiLgR8WWFE1lhE0Dsv/baa0a6Fuk7pPgMHDiwXjute7Je8evkIiAC60lADsB6gtNhIiAC+SdA+ovnSEfPTrS/LtHR6LH63LAIMErCqjn8UnImo0m57p3uyVwTVv0iIAK5ICAHIBdUVacIiIAIiIAIiIAIiIAIJJSAVgFK6IVRs0RABERABERABERABEQgFwTkAOSCquoUAREQAREQAREQAREQgYQSkAOQ0AujZomACIiACIiACIiACIhALgjIAcgFVdUpAiIgAiIgAiIgAiIgAgklIAcgoRdGzRIBERABERABERABERCBXBCQA5ALqqpTBERABERABERABERABBJKQA5AQi+MmiUCIiACIiACIiACIiACuSAgByAXVFWnCIiACIiACIiACIiACCSUgByAhF4YNUsEREAEREAEREAEREAEckFADkAuqKpOERABERABERABERABEUgoATkACb0wapYIiIAIiIAIiIAIiIAI5IKAHIBcUFWdIiACIiACIiACIiACIpBQAnIAEnph1CwREAEREAEREAEREAERyAUBOQC5oKo6RUAEREAEREAEREAERCChBOQAJPTCqFkiIAIiIAIiIAIiIAIikAsCcgByQVV1ioAIiIAIiIAIiIAIiEBCCcgBSOiFUbNEQAREQAREQAREQAREIBcE5ADkgqrqFAEREAEREAEREAEREIGEEpADkNALo2aJgAiIgAiIgAiIgAiIQC4IyAHIBVXVKQIiIAIiIAIiIAIiIAIJJSAHIKEXRs0SAREQAREQAREQAREQgVwQkAOQC6qqUwREQAREQAREQAREQAQSSkAOQEIvjJolAiIgAiIgAiIgAiIgArkgIAcgF1RVpwiIgAiIgAiIgAiIgAgklIAcgIReGDVLBERABERABERABERABHJBYL0dgMmTJ9udd95p8+fPz0W7VKcIiIAIiIAIiIAIiIAIiEAOCKy3AzBy5Ei74IILbObMmTlolqoUAREQAREQAREQAREQARHIBYH1dgBy0RjVKQIiIAIiIAIiIAIiIAIikFsCcgByy1e1i4AIiIAIiIAIiIAIiECiCMgBSNTlUGNEQAREQAREQAREQAREILcE5ADklq9qFwEREAEREAEREAEREIFEEZADkKjLocaIgAiIgAiIgAiIgAiIQG4JyAHILV/VLgIiIAIiIAIiIAIiIAKJIiAHIFGXQ40RAREQAREQAREQAREQgdwSkAOQW76qXQREQAREQAREQAREQAQSRUAOQKIuhxojAiIgAiIgAiIgAiIgArklIAcgt3xVuwiIgAiIgAiIgAiIgAgkioAcgERdDjVGBERABERABERABERABHJLQA5AbvmqdhEQAREQAREQAREQARFIFAE5AIm6HGqMCIiACIiACIiACIiACOSWgByA3PJV7SIgAiIgAiIgAiIgAiKQKAJyABJ1OdQYERABERABERABERABEcgtATkAueWr2kVABERABERABERABEQgUQTkACTqcqgxIiACIiACIiACIiACIpBbAnIAcstXtYuACIiACIiACIiACIhAogjIAUjU5VBjREAEREAEREAEREAERCC3BOQA5JavahcBERABERABERABERCBRBGQA5Coy6HGiIAIiIAIiIAIiIAIiEBuCcgByC1f1S4CIiACIiACIiACIiACiSIgByBRl0ONEQEREAEREAEREAEREIHcEpADkFu+ql0EREAEREAEREAEREAEEkVADkCiLocaIwIiIAIiIAIiIAIiIAK5JSAHILd8VbsIiIAIiIAIiIAIiIAIJIqAHIBEXQ41RgREQAREQAREQAREQARyS0AOQG75qnYREAEREAEREAEREAERSBQBOQCJuhxqjAiIgAiIgAiIgAiIgAjkloAcgNzyVe0iIAIiIAIiIAIiIAIikCgCcgASdTnUGBEQAREQAREQAREQARHILQE5ALnlq9pFQAREQAREQAREQAREIFEE5AAk6nKoMSIgAiIgAiIgAiIgAiKQWwJyAHLLV7WLgAiIgAiIgAiIgAiIQKIIyAFI1OVQY0RABERABERABERABEQgtwTkAOSWr2oXAREQAREQAREQAREQgUQRkAOQqMuhxoiACIiACIiACIiACIhAbgnIAcgtX9UuAiIgAiIgAiIgAiIgAokiIAcgUZdDjREBERABERABERABERCB3BKQA5BbvqpdBERABERABERABERABBJFQA5Aoi6HGiMCIiACIiACIiACIiACuSUgByC3fFW7CIiACIiACIiACIiACCSKgByARF0ONUYEREAEREAEREAEREAEcktADkBu+ap2ERABERABERABERABEUgUATkAibocaowIiIAIiIAIiIAIiIAI5JaAHIDc8lXtItAgCSyZscDu7na+3dH+HCtbubpB9kGNFgEREAEREAERSE1ADkBqLtoqAkVN4N6NLrRlsxbZqiXL7dVTHypqFuq8CIiACIiACBQaATkAhXZF1R8RyAKBfgdtaVZiVlFWYZ0H9chCjapCBERABERABEQgKQSaJKUhaocIiEByCBw95EJ74ai7bOO9N7MdLj4oOQ1TS0RABERABERABDaYgByADUaoCkSg8Ag0atzIjn7xgsLrmHokAiIgAiIgAiJgSgHSTSACIiACIiACIiACIiACRURADkARXWx1VQREQAREQAREQAREQATkAOgeEAEREAEREAEREAEREIEiIiAHoIgutroqAiIgAiIgAiIgAiIgAnIAdA+IgAiIgAiIgAiIgAiIQBERkANQRBdbXRUBERABERABERABERABOQC6B0RABERABERABERABESgiAjIASiii62uioAIiIAIiIAIiIAIiIAcAN0DIiACIiACIiACIiACIlBEBOQAFNHFVldFQAREQAREQAREQAREQA6A7gEREAEREAEREAEREAERKCICcgCK6GKrqyIgAiIgAiIgAiIgAiIgB0D3gAiIgAiIgAiIgAiIgAgUEQE5AEV0sdVVERABERABERABERABEZADoHtABERABERABERABERABIqIgByAIrrY6qoIiIAIiIAIiIAIiIAIyAHQPSACIiACIiACIiACIiACRURADkARXWx1VQREQAREQAREQAREQATkAOgeEAEREAEREAEREAEREIEiIiAHoIgutroqAiIgAiIgAiIgAiIgAnIAdA+IgAiIgAiIgAiIgAiIQBERkANQRBdbXRUBERABERABERABERABOQC6B0RABERABERABERABESgiAjIASiii62uNkwCFRUVNmPGDONdJgIiIAIiIAIiIAIbSkAOwIYS1PEikGMC06ZNs2+//damTJmS4zOpehEQAREQAREQgWIgIAegGK6y+tigCXTp0sXatWtnXbt2tQkTJtikSZOq+lNWVlb1uaYPEydOtOnTp9dURPtEQAREQAREQASKhIAcgCK50OpmwyXQvHlz69evX5gCtHz5clu5cqWVl5fbwoULbdy4cbZo0aIaO7dkyRLjtXTpUqUR1UhKO0VABERABESgOAg0KY5uqpcikGwC8+fPt1atWlmzZs3SNrRly5bWp08fa9SoUfhavHixrVixIhT2bdu2TXtc69atbeONN7amTZtaSUlJ2nLaIQIiIAIiIAIiUBwENAJQHNdZvawnAqTokLZD5D6dEZknz5/UHiL7qYwIPpOAcRJatGgRCn+cBRyC7t27pzqk2jYcBI6TiYAIiIAIiIAIiIAcAN0DIpBDAqzeQ3R/5syZKc9CFB9hTpSeF9H9uCH+cQ5wJNyYEExO/6pVq3yT3kVABERABERABEQgIwJKAcoIkwqJwPoR6NGjR5h2061bt3UqIId/8uTJ1qZNG+vbt2/V/tWrV4fLfnIsDgGpO0T7eXdjQvC8efOsU6dOvil8nzt3rjFnAGciF8b8A5yW+HlzcS7VKQIiIAIiIAIikBsC64Ybc3Me1SoCRUmAnHuEfOPGjdfpP4IesU5uP7ZgwYIwBYh0IEYMfNUexH///v0tmueP0PffBcARIHVo2bJlVcuF5mpkgJEH2sf5ZSIgAiIgAiIgAg2TgEYAGuZ1U6sLgADCH2FPlJ+VfBDX5Pj37t077B2Og9ucOXNCcc+oAdsR+DgXCHEcBdKMWCkIJwGHgXJE6pn8i2OAo9GkSfrHnbKMRNRmRP5pb4cOHWorqv0iIAIiIAIiIAIJJZBeESS0wWqWCBQSAc/5Zx4ADgGpOy7UWeEH4T516tRQ2FOG3wNgf2lpaRj153jEfvv27Y21/pl0jIPAZ4Q/jgNOAsfgIPj5YMiIA8YkZMrwewO1TShG+Ev8h9j0jwiIgAiIgAg0WAJyABrspVPDC4kA6UCMBmD86i+CnLQets+ePTv8jDPgK/lE5wP4bwQwCsDIAE4AkX9GFTp27BiOBJCCFBX/5PJzHs6B80B9uZo3UEjXSX0RAREQAREQgUIgIAegEK6i+lAwBBDmjAQQiUe8R+cO4AgwQRjBHzfSgRgV8FED9iPsWT2oZ8+e4UhC9BjShEjnwWHAMWASMg6GTAREQAREQAREoPAJaBJw4V9j9bABEPB0HFYF8rkApP6QysMKQoh4UnR4R9R7ee8aE4I5FgfCzZcg5d0nDPs+3llJCAeD/T7hOLpfn0VABERABERABAqTgEYACvO6qlf1RID0G4/aI8YR1oj2aMpOvGm+qg7r/ZPjz/FM5vU0IPaTw9+rV69w6U9y/oncE+F3YyUgtjNC4Ns5LyMDOA7jxo0L28A2RglI9/ElSMnpxxlIZ/FlSdOV03YREAEREAEREIGGQUAOQMO4TmplAyCAoGbiLUIdgU1k3Sfgsi1uOAiIdsQ+E3ER7hyHIJ8Q/OgXaUAIeEYBcAoQ4jgI5O3jEERX7iGdhyg/K/nwznG8EPyU41yk+ngbWW2IOQJspy7Si/hV4VSGA8JkYixVP1Ido20iIAIiIAIiIALJJSAHILnXRi1rYAQQ3ohzhDfGcp4Id1blmTVrli1fvjzc5vtJ8UGEx0cIEOOIdkYNmMzLC2N0AQGPw8CEX8Q7+3z5zs6dO4crBvl5PKef/RtttFE4t4CRAtpJWhHzAHAEmAxMO6mTY/x3CTgf6UacjzZHlyUNG6R/REAEREAEREAEGiQBOQAN8rKp0UkkQAQ9OgmXNiKiEeQu2EnzQWzzQ1++nCbfcQRI6xk4cGAotBH/fEeAI/IR4Ih36ke4I9I5Lr5yD04BL0YL3AGgDTgVGBOIqWv8+PGhI4DTgMDHScAR8DKcg/PhiFC+NJhgLBMBERABERABESgMAnIACuM6qhcJIeCim+YgqEmdQYCTh8/oAEKb9B4cAkQ+2/jsQty7gXOASMcJIK0Iwc9nVushah9d0pNjqIfRASL7mDsGOByIf5wFjiHdhxEA3jHSlJhQzH6P/CP+MdrMMaQdyURABERABERABAqHgByAwrmWBd+Txd8usAc3ucxWLV5h5865y1p2qv2Xa+sTCmk3iH+cApwBlvXEiOgjspl4S34/4p2yRNrdEOiUY24Agp90IYQ8uf6e8uNleSfFCEcCcR+N1iPwieKTu4+TgXlEn1GH6AgFDgAORtQ4n0wEREAEREAERKCwCGgZ0MK6ngXdmz/2uDAU/xbo5Gf3/33i+0q6Di8i94huouwY7573j1jHGUC4xw3HAVHPiAHReFJ1mCjMij6MCrhxLPXjRMQn6eJE+JwBRgPccAoYMSDNhzJE+nFE3EghcmM7S5NGt/k+UpnYJxMBERABERABEWg4BOQANJxrVfQt3e7C71UyCLRy/0O3SjwPIvZE8BHQ/MovEX8i8uTou/GdcohoyhKRd8Nx4DsvnATqYNUgIvccw2eOYXSA5UYpT1oR2/13AvjOi3KsSMSIA5+pDweDXxZmtIG2efSfOQs4Gaz+g1E3IwycJ2qcDweC80UdkmgZfRYBERABERABEUgeAaUAJe+aqEVpCOz7h+OtXZ/O1rxDK9vy1D3SlErOZlYBIq0GwY6IJhJPxJzo+4ABA8KGstQnkXVSbYjII8YZHUCEkzLkv/rr6UHUiXCnLkYG2M7qPDgV5OpzHOfC6UDkc37qQahTN+dnxICoP6MJ/hsBHMfIhNeB0+ERf+qnPkYY3BD8nJv2MMrh8wd8P+8+MhHdps8iIAIiIAIiIAL1T0AOQP1fA7WgDgS2v+jAOpSu/6IIal9DHyFNqo2v2U9EHnGOuCZiT6QeEU7k3QW2rxQU7Yn/aBcTfRHhnIPPRO39O4LeRxOYf4AYxyFAxHN+Rhw4J2WYY8BxPreAczIygKOB0WYcBjeO4XjaXRqkMPmEY9/PO6MFtMEdlug+fRYBERABERABEahfAnIA6pe/zl7gBBD1pNYgmnkhphH+jAqQ3+8Reb4jpBH3CGei9f6LviAi3YYlQT1qz7aoKKdejsFwNFhBiHQf5gQgwnFCfBIwZXACEPC0DycEByBqfEfkczwRfsq60OdcOAc4FYwSuKMQPZ72xpcjje7XZxEQAREQAREQgfojIAeg/tjrzEVCwAUyIppUGRfdiGQENiIaR4DcfBwBtjMSEBXlbGdUAJFP2g5594h6xD31UbY0iMYj/HkR1Uegkyrkk44dN+fjhUNA2hF1cWzUSCPCQaFeHBLaRBnaT+oRdeMQ4GTgQOB0RA2nh/640xDdp88iIAIiIAIiIAL1S0AOQP3y19mLgADCn6g5L0Q0kXzEtc8DQER7rj6CGQGPwEZAsx0RTsQe8e+C2kcREO8e2WeEgXNRnrKIcsR/3Ijs41DgSJDqg7Pg50LccwyOBXXgoJCShJNBW/wc1Mk2ynB83GiDtzW+T99FQAREQAREQATql4AcgPrlr7MXOAHEPtFzz4Unmu6/BkwUnvQavntEntx5hDkCGuHtTgPv5Pq78avDOAEIeOpglAExzqRh6kPk+3eEetTI8cdR4EfDEPuMArCqEOlFpO1wHOejzTgifOZ8tJHJxJwDR4B6GWGI1x89lz6LgAiIgAiIgAgkj4AcgORdE7WogAggtHEAEMwYgt1z9xHavPiOyGapTSbmso2VgBDbOAIci0gnGs8+jPIIdkYLMEQ5QhxBj6OAMGfSbypxjgMQnVxMOepllIHRBOrmheGE0C7EP31h5IJ3Vi+iXexnpIE6MLYx6ZhtODPUQ7vTGWlNHOMTkNOV03YREAEREAEREIHsEZADkD2WBVnTJ7e9ZmUrVtvOVxxWkP3LdafIhSfqT/oMhngm3x9h7qIXcU0E3lN2iMx7BJ/IO5+J9iPSo2KaOoj84yTEhb47GZn0DzGP8HfnInoMk5JxYGgTowO0nxEKDKFPuzg/TgfH47TQF583wD6Oj7eP46kLJ4H9pWvmF7BdJgIiIAIiIAIikFsCcgByy7dB1/7KqQ/ZV4/8N+zDsjmLbZ9bjmvQ/amPxiOAXfxzfnLtSdnBEMvkyfO7AGxDYLNMJ4KYyDjGO9F6IvvRdfjDncE/Pnrg36PvnIuXC/bovvhnxDvzAhihiIp1IvuIcwxng5EFJghTDoeFFCFGDkh1wmgP4p9z0mb2e32kJnmqEmUZHYAN+6OM2NfQjVETT+Vq6H1R+0VABERABAqPgByAwrumWevRtx+PMyuprG7oH16XA5AFskT9EdQIfqLfCGmi/Ah1T8tBELPN02kom0ro8yvCiHZGBVIJaNJzEOOIe6873gUE+oRg4i+jELwQ/KQTeQpQvDztxHFB3PvvG1A/jgzHMCGYd/rG6IePcuDcMJLBcdTPOxYd0Yifqz6+ry4rt8feGWMHb93benRcd3JzJm1ihAcnCVYwkImACIiACIhA0ghUJvomrVVqTyII/PjdK4Kfc7Xw13fPnXN3ItpUCI1ArJMygzgmoo6QRywi2N34TrScF05CqpV2EPcIa0YMUhnpO8wTSCf+OcbrYKSC83C+dOKf8rSdehmN8Ag/22kHdZHWQxlefHfDSaBuHAwX/74vSe8DznveLnzkY9vkgr/aiCnz16tp8Ob6ZjLysl4n0EEiIAIiIAIisIEENAKwgQAL+fCWndrYpRUPN6gurlpdbh98M9N236x7IGTXDF8ksAeIbI8OE3knEo9w9LX3fR1+Xyo0VRc4nvQhj7JTD6k45PMj6P13AlId69sQ6tRDe3wir+9L9T5hzW8AMIqBc8E5OZbzYYh7JjAT7cehYfSC75ThmKTbnMWV6Vm087VhU2zz3h3q3GQfRanzgTpABERABERABPJEQCMAeQKt0+SHQLfTn7JDbnzD2p/yuK1cXbnyTn7OnPlZSBFhVR83ouOk+DASgHAmis7IALn1UfNVd3AW3Fz8853UHPLscSL8MylCtRmR/0zEP+3yl7eBtiPuaT+pS+zHKcERYNQi3ofa2lLf++/52S5hE3p1amUXH7ZFfTdH5xcBERABERCBnBDQCEBOsKrS+iDw5aS5tirI4caQyMMmzLUdB3YNvyflH9J1EOhEzpngSwTejYg6gpqlQDF+YRfjGNJpOI4VdhDZrNEfNQQ55XxiLjn5OAe8+xKiCPV0huPAOfxHxVKV8yg+7Yin8RDtZ0Ug2kE99I+IP85FQ7KT9xpovGQiIAIiIAIiUMgE5AAU8tUtsr5t2aeTfTdI2fgqyN0e0L1t4sQ/l4MoORNfPcffLxHCmW2IfkYC+D5u3LhQxBNRR1SzFCcRdcqQikM9vtY+jgMjCzgUjBQwAtC/f/9Q/ONQEOFnuc9URnlSjjgH7SN/PZ0h9KkPJ4S5AG6k+eAU0CbaQepPqnkLtJe+xR0Yr0fvIiACIiACIiACuScgByD3jHWGPBL46IbDbfzMRdavW9s8nrVup0IYs4b+woULwyg5wpllIxHtiHEi50TZEdKIZaL45Ngz0RahT24/+ylLpJ3jcQwYAcBJYJSACbeIehyCmsQ/Led4JqySLlST+KcsowqIe1KUOD/HYjgOLurTORq0H2eGPlEHbZSJgAiIgAiIgAjkn4AcgPwz1xlzTCDJ4t+7jqBHCHtaDsKd70T3EdNE133VHNJoEM/86i+Rd//VX1biIWrPi8g8jgKfcQT4jFOB+CctqDZjAnJNqwVxPPWSKsTIApON+U7uf6ZpPrQFJwGnhbbhKNBXmQiIgAiIgAiIQH4JpE8Kzm87dDYRCAlMmr3Ytv7lC/bgm6NqJDJh1iJr85O/hC+OaUiG+EdEky7jq+fQfgQxItmNaLyLa7ZTnkg92xD1HEuEHyeCaDzOAek5pBJhROt5MQfAf6jL6073zrGkHhGhjxtOBsKd0Qs3HwHw7/F3zstohZs7KYxSMOFZJgIiIAIiIAIikH8CcgDyz1xnrIHA5hf/3cZ8u8gufPRj+89X09OW3OKSF6r2HRys+tPQDIGNOCaXP1Mj+s5EW1KHosbkYRwCnADecRQQ8qT08I5IJ3WIc5E+xEgDzkIqQ5iTpoNopxzOAO3kM3UzMsF7aZCm5CMRXg9tixrOCG2lTjf6wCgHk41xeNxZ8f16FwEREAEREAERyD0BpQDlnrHOsJ4EysvXLncZr+LaY7e2a58bFm4+fd9N47sT/x1BTeQ+OgJQW6NJuXHhTkoQowKIa7bzHdHONlKDqJt0ICbnErlnfoELf0Q5zgK/NuwjDhyL8CdFhzkKjDQgzqmX40g/4p3fDPA241SwDVHPsYwO8BmHhDoYweDlP4iF08NoBGk/OA98pjxtZGQgXToQjgT1U87PXRsr7RcBERABERABEUhPQA5AejbaUw8Eht50hG13+Yt2zTFb235b9kzbgl8cvqVt1beTlQVOwkFbV18SM+1BCdpBGg8iuLYUGm8yS4Yi/hHtRNoR9UTjiei7mGfOAKIdsU456sc54IXQZ6IwKUEci/n8A45HvCPQEe8u2BHxCH7aSLoOYj8uwBHxjDS46CclibI+fwHhzjmpC4eB7V4fx/mqRYw00B8cAtrrvytA23xVISYe1zZJ2XnpXQREQAREQAREID0BOQDp2WhPPRDYrGd7W/zYSRmd+XuDe2VULqmFMhX/tJ+lQT3CjwjnhXgm3Qfh7tF6tuMoIO6pnxdRfb4jwhHxbGPCL4Ic4zvOAZNzEdlR4xwYzgT1UjZq7GeUwOcmINgR9pyHiD4vr4PjOA91kFaEU4Kj4qsfcX7EP/3hM8dSlsg/dVIOBhwjEwEREAEREAERWH8CcgDWn52OFIG8EUDoY6T3IJAR8Ah6jKg6UX9Ec2mQm4+wdqGOECeCjmPAPkQ0KTUIbXLxMY/ik9ufzjje64yWIWrvop7tOBq0lfbglOB8sBwp5Ri5QMjTB9qF44DhIDAfgOg/qyG5c8M++sToB22lTtqAk5GqLZSXiYAIiIAIiIAI1E5ADkDtjFRCBOqdAGk1CGYENKMBROMR9Ih9IuUIbXL+3SnwBlMOsc0L4YwoR4xHl/ykDk/P8ePq8l5SUW5Lxn5pLfsNDkU6Ap76EOnMNyANiO+k7yDoSRdiO/1B3OMgENmnDPtZIcmNflMWp4GRAOpi9ID+0m+cIRwgmQiIgAiIgAiIQOYE5ABkzkolRaDeCHhKD4KXz4hlhDuGqEdEI5Djhngmjx+jDLn+RNl9eVG2syIPAhwHoa5WETgYnx4Z/HJweZmVDNjO2v784bBdiPgJwapDCHxGBHA4cAiI5PNrwGxjFIL2+bKmCPmoY4LTQkoS75TB8WGUgHoYyWDiMKMXOD1KC6rrlVN5ERABERCBYiYgB6CYr7763mAIIOIR6YhnUmaI/rsxERgngP3sI8WH6DgRdsojlMnhdweBfH22851oPak5OBa8x+cA+DnSvS8c9mYo/tlfMXao9WzTxFpt1CeM5BPNp35EP04LRjoSKxdxPhwYHBJGJIjouyHy2cdkZXcg6B/9oX9MKqav1OMjDX6s3kVABERABERABGonIAegdkYqIQKJIIDwRczzipr/Gi9CG5FMpB/hjaimLCk3GJFzyhKZR0Ajysn7Z0SAfUTffTSB7fF0oug5/XPb7+7uH61ln82tXe+BVd9xUnxCMlF8xD7OB+Kfd86Jk0C73Wg/aT/s8xfOgDsmPocB4U/fGEngM3ViSgdyknoXAREQAREQgfQE5ACkZ6M9IpAoAghdRHUqY24Aop6RAoQx4p53Iv9xI58eYc67GwJ94sSJoeOAE8AoQiYOQKPmLW2HIctt8aiPre2gnb268J1RCDdGHBipQOCzneg+DgrOBzn9nAtHgJQgBD/in/1M/OUYhD37mQPAPspzLEZfcBpwJuAjJ8Cp610EREAEREAEUhOQA5Cai7aKQIMgQN4+ohjBj4jH2EZajRvbiZB73j/fKYMgJ92G0QK+I/wR3UTbmReQqXHWuPiPH+ujE4wyeAoQwp5ze3oQOf5MZKYNlGPEgPZRHmcGkY/wR+hTljYzUsHxOEe8I/7pH3MDGPnw0Y94e/RdBERABERABIqZgByABF19X+uctAainDIRqI0AQhcHgHx+RPO3335bld5DhJxoO8IZcc99xUo8fEZ8M2KAiEY4k5KDSCfFhm0IZ+qlfE33ImKckQPOk24iLhF+HBCcCiL/iHhSkZhzgFhnlILjEfu0ydN93InxtuAcYO5MRJ0Un+jMfk8TYpJxth0A2uCOFOeSiYAIiIAIiEBDJFA5M68htrwA20zEEwHEy41JkKRFNGRDkPFLr4hOWXYJIJYR1Ah1hDwRcdbU99Qa8v09Qk50nHQZRCwCnLKeToMw9/uMqDxinG0cn85wPnA4ENo4DekMkc95vRyfmczLdx8F4Fii/DgipP0wWRjDCSAliD7SXr7znFCW7amMOjknddH++H1H3TjbdTVGImgb58/UfG5CTeU/Gz/HdvzVSzZ03OyaimW8j+uLU4ZzVpvBidEU3mUiIAIiIALFQ0AjAAm51ggoUh8Q/x7ZRCiRO42IIMLJJNCGaOSTE3VGVKYTbQ2xX0loM/eK3y+0B/GOUOZ+8rQY3tmGA8BoAAKWewthjIPJfiLw3F/8qBfHIggR2bxSGdeUF9Fw7lscAa5vtDz1eyoO5+faM0rh7WAbzklZRYnt8Mt/2DffLrR3rtzTmq9eETopfl7awigCgtZ/SyAu6r0sTgWODP2hn4xi8JnRD4z70FcPou3sw3BSa3IqKOPpSn4M22oyHA1GOZhrQb9T2ayFy22Pa14Jd+117as24rajrE+XDXvOEfT0B94wrsl8aVj+j0k3glPT8donAiIgAiLQMAnIAajn64aoIQpLpBIrjUzyRBwheBBpDVX80ydfwpLUDVl+CHBPsRY/QhAnEuHLPYQY9XQc7i/EMAKe+xBHAPOUHwQhkWTKRZ0MypBawzFE8ommI/49V5/9GOLbHQyi8RjiH4HK/APEOuk/B9/wuo2dUTnKtc+N79q0e44K6w0PCP5x4U27GNlA4NOmVIY4pz/00VOiopOdGUnAyUEcu5D30Q4cAtqTrm4YMOKSqRPrjlS6+mj/khWrqnXj7Afftxd/ub81TtO/aoXTfGF0h75F+52maDhKAitPt0pXTttFQAREQAQKi0Dqv6KF1cfE9gZx5OkOiBwXOtEGI3ii+c3RfQ3lM/2S+K+fq4UI5kVaEOZiFKcAQY1Yxlz885noOg4pEXTEMYI7VYoIghhBTd3MQcBZHTt2bFX0HqHNvYsgjRpik2M9On3iHgOsPMhAaVRitnnvDmEk3tvpxxGdpx+IVYQ1zw7RaxwcjNEIbyMOBt+57zgH71FDGNM2N/9tARyk+Hm9jL9nKv4pz7lxKOCSzkq7trWnLtgraGNliXdGzLBjb3srXfGMttMH/42H2g6gP7QRBjIREAEREIHiIaARgDxda6KdiBUEvZtPxkTMEH1EmMTFipfVuwisDwHuJxf5HI84RPjz7hFwrxdB7ak1pKLhFCDeEYc4qhhikXs5LoQR1D7SwIgA9zPmE3rDL2v+4dzRNp0QOABtWjS14ZPn2a+OGhwtGn7m+WB0geM4P23CEUDo0xdGIviMgEf48p1+k+bEMW4c4yk50eeM8rlysp2DtyHV++Hb9bFjdy615z+cEDpCr38xNVUxbRMBERABERCBrBGQA5A1lDVXhDjyKKVHY4mCIhBIh0DAEMH0XOWaa8v+Xs4dFUXZP4NqTAqB0iDNzKPl3ibEMtF+HAD2ewoJAtpTWShLGe5lxLbfqwhrcv0R+2yLRte9/trev79DH+OVynBAGDWgLTgevDg/xj3L6ACjFGxjH+2nfzgNjFB4WdpNWhKOjae8MCeCbT6Cker8+dj2x9N2DR0AP9drw6bYQVuv/XVk3653ERABERABEcgGATkA2aCYQR1E/hErLjz8EMQLYgvB4o6B78vXO+cm5QOBlatIaL76ovNkRiDu7Pm1Z1QKgYwgjhpOAMIeRyHuPPhIFqvP5OoeZg4B544aDrQbIt8dD54nHBVSmPiMY0KUn5Qctvl8BI6lL7DwFChGCHAaMonc+7mz8d68aeMw+k9dpEI9+vYYOQDZAKs6REAEREAEUhJYOz6ecrc2ZosAgoIXQituCCi2p9oXL5uL70R9SetAJMXFXS7OpzqTSQCxTCSdJVt5d0M0jx492kaOHBnmszO52KP/lGF+B1F30nEY5eI+ImWI1J1smdfJakBxY/SMVYgYhcA4L6Ieh4BJx6Qk0R8cCCY2s4/7nREBUpFwzhkFwGkgDYp6cHjcOBbnJtf21jUHhafo3LaFPXLOHrk+neoXAREQAREoYgIaAcjTxUdskOqzePZCe+/kJ6zfQVvaHtf/IDw72xEtTBbM9g8XZdI9RBICDotHhsONWfiHnHLqro/+ZaH5RVUF18kj4nSc+5JoO5NwsXj+P9sQzIh/7mP28xmHIFtLS879+hOb8/UX1nWHA8K6EeWId9qK0Oe8tA+Rz7OGw0AfEPq0H+eb0TY3yvg9iQOOwKc+ngXuUdqO4Rzzewg45zg+US5eV7betx/Q1RY/dlK2qlM9IiACIiACIpCWgByAtGiyu4PUH0TJM/2vtcYljW3G0InWvrSLDT5trzDdAsFUn+I4lajLFgFEFBFaRhcQWPlOr8hWP4qhHibYcr0QxaTCYOTgE+VHbCOU49ePqDnbuMd5d8EdT3dbX36Lvv7QJly2l60oC9J1Fl9qs/b8adgO7iXSeRi54NmJ3mNsoy2IfByDqPinHaQ4IepxHnwOAeKeZ5T+u/FcwIGycfFP3fDIZLlNr0/vIiACIiACIpAEAuvmoyShVQXYBsRDKH7bBMvtBUIYWzZncfiOgCIFgWhl1NhWCIaI8ghyXDxuSP/Kg7Ujn3pvnM1dvGJDqinaY4mip/pFXO47Jsd6ug3CHyeAe9gdRdJlSL3hndWtSBPCSUD8Y8wFyFZK27Snb2Roypo3LrGZz98Sph9xLpxmUo2I+vvyoAh4nBjmstAGVg2Ki39GK5ggjHAn3YcROKL/nvZDf6PGKEZ8bgPn4Ye+wlG9AnlOo33WZxEQAREQgcImoBGAPF1fUg6YYHjouxfaC9vcbIPP2cc2PmmbULwgODy6irBAbOEUUJ4IZ1x85KnJWT1NtqLB0UYNuvhvNnXu0nDT8FuPNNZUl2VGAGeTewzxjEiOOmbcf7xczFMjgtonzPKdY4l+49SSQ0/EnRf1ci97tByhzWgCAnt9HYJ+F9xnw07sy2lt01+/GLYN8e4/Uka9fPf2IuQ9hccdFo6l/e6w0C7ayrG8aDOjCJSn75hPGCa9CIeIicY+OZr+MamYvvkqQ+FB+kcEREAEREAEGgABOQB5ukieJkB08tKKh8Poqi/9iThGgJBrjHhxQeZpDHlqYoM7jYt/Gv7651PtjP2/0+D6UF8N5t5C8CKCo+Kf9iCABwwYsE7TuEfdcEo9vca34UwwasB7aTCnhHP4vACEd6rfBPBjU71/ffkBtuiLt2zj02627V9cYmVLF1rTdpUr/yDweU6ibUKUMyLAuzsctMGNaD8jHqT98PIyXgfON466P3c8nz43h+fSRwi8PvpT1z75sXoXAREQAREQgfokoBSgPNEnUkoU1aOgCChykxEiiA4iqggXxBdlSXEg2kiaAZFI2boEfn3sNlUbL37sE5sxP3urzlRVXMAfcEpxSDHy51n9B4cgE0P4+rGUJw0IwYww5z7mhVGGSHldhfLcd58PxT91TH7wMlu9cE6V+Gcb5sK98lvlrxkTwacNROwnBEvbRvP5/dnimeNZpFy0DvqO88KLZ5PIPiNwfGYCMM+l74/W6+fXuwiIgAiIgAg0FAJyAPJ4paLiCkeAiCI5xAgLhIunIniTEBm8iELKKgmQxvHVX963hZPm2CWHb1GFhbXTz3/4w6rv+lA3AqSycJ+R1lNX477GScUJIA2HSDqfEeEI5uh6/dG6ScNhFCGVtd5ku3BzSZNm4XvTjt1TFau2jeeHUQFGHxD3vHwEgDYy5wFRz/OWytiO0Od4/+wToTkWJ50RDlKPGGlgVEMmAiIgAiIgAg2RgFKA8nTVEFekIHgeMd8RJURKERwIfUSFOwaIFyKVCClShBglwGEgohqNWuap+Yk5zWPbXWszP6tcC/7Ej//PLjlsC7t1yPDwR5QuP3JwYtrZ0BrCPUh6TF0j9RxDmg+jCdzTCH7/ZWDuZT6nSifC0cBp4F4mMs/97qMGsGu+UT/b+vFJNvuNR63NzidZRXmwAlAwCThToz84iwh23nFMOGf0HNSFA84+ni8cF56vaBmOxWgfKVOUZZI0ZdjGCB1zIArJ6DP/N0XnTxRS/9QXERABERCBYNRcEPJDAIGPgEdkYAgJ/sD6H1nefaIlwgJD/COqEDEIJY6nHqKTCBfEmh8fHpCHf2gDbUHc5dNWLV1hzx90W5X4L2ncyEY88aH9+vbjbbfNulmvzq3su7075rNJBXUuricCt65G2g/CGsfWBTYimvuEUQWc2FTGvAOfGO51kJPvEXeOadZpI5u7Ynd7ovTKsIrz5t5tLTquXcs/Vb3RbTgjCFnawkgAop1zuHlUn1EI+o/w5ZnDaaEPpEXx/LGdbfQRp4Xnjnpw6DmW8/Bc8lxwXEM3/r/hWvJjb/RZJgIiIAIiUHgE8qviCo9fxj1CXJFeEP1hJERQVEjznWioG7nHHEeEEWHBnADEvwsXBEg+DSE0IcirZqQCUZVP+1PppTblvW+CxO/Ks1aUBavXHFSZAnTAVr3qTfx/MXGuXfHkp7ZydX555JN9TedCJJLiw32J4OeFiGZCO4LbBT0iGVEZNQQz5bmXuLf8WZg3ZkZVsVdPfjD83KhpY3vnV89Xbc/kA440TjViHeHO+XGc3VgeFDHv+f7MyyGth1ENovyIeoS/O+r0EQee9tJWHBieT+rBUaAvOBwN3dzBz3dwIc7t20/H2+9LTg1fy+cp3SrOR99FQAREYEMIaARgQ+jV8VgERF2MP8SIfk8NIr8Zw0lgBCG+vnm8bgRPfIWXeJm6fqdNmIu1uh6/vuX7HbhFEPH/IFjLcW0Nfz34D+GKSmu35PfTtGAJ0l3/72VrHExAeODN0fbt/cdZk2BkopiMe9GdVpxU7gtEMEIZcUyKDEKZqDIiGYeBexclEHz/AABAAElEQVSHAEeBexSRzrOB4Pzb4bfb2CGfW5OWTW3gkdtWoSxfVWbbX3hA1fdMPxD558Vz5NF72oJTQNoPxnnZxjt9wAkgso/zwmR8nAb64s+vj2qwH+eBuQHsJ1rucw4ybV8SyxGk4PpFU6Hqo51/2eG68LQlwfP18kn32w+GXFQfzdA5RUAERKAgCcgBSPhlJTKK6PYXUUaEC6IK8ZHOEFekMCBWsvU7ArSBUQxvU7pz52L7IY+eZisXBRHkoA1jXvifERFGFNanvTuyMlJdFuSnl5WX2YKlq6xz27o5efXZ/rqcm2g4k3oR0umcSk8X4f7gNywoz/2KyEdMIrDdWcBRQGwTafd5BwsnzwnFP+1avWyVjXzqo6om/mzkDdZpsx5V32v6UBFE6Cfcc16wctBsG/irp60kOBdt5nw404ygMTpAdJ+2IuxxSjDKIX55dtjPM0YfaK+X57s733zG4fE0oJraxb76eHZqa1Oq/fUt/mnTVmfubZ//6a1w/sdWZ+ydqpnaJgIiIAIisJ4E5ACsJ7h8HEYkkuijL1nIOUlPQIjwnsoBID0BgYMh2HPxh5x6822IuKNeOD887dQPxtio5z6xPW84Jt/NqHa+H+3az+59/WsbOm6O/fms3fMi/kk14ny7bJrfiadE8rnniKIjpGsynE+EPdFwn+uCE8Bx0Qg5wtuj6tTXbuPO1rZPJ1s0aW5V9UR/V5WvtiWtVluHYNQgk5GnEZfubUtGfYzatvF3nm39L/xTVX20gTkHjETwHCH2cUyI5rOdaD5Lf+Jg49DgsPBMsY1nif7QP4S/z9lB1PPd04voI8fGnxNWD+J8RNijHKoapw/VCBxw38m20Q79rMOAbtZnb/3GRzU4+iICIiACG0hADsAGAqzr4YgFIoaIjriRIoHoR2xgCBJEFyIEQYIRzec7ZREwUQHFfqKuOACsykLKUHw/ZRq69dploPFKgr197SF5a0Z5MNLQ6adPhufr3amVff2Ho9cRmblqDCkziFa/D2s6D6NO3OcYkXYEM/cxkX5fEjSaYsLz4E7DqaNvsI+e+rf12mmgLXp7io19+XMbfNPBobhGgPObArVZSWP+Wwuc1MBRXfjZG9WKUwfiH4s6IGynrWwjHQjRT1oP82xwZthOOhAjBDx3lKUPODZ8ZkSAOnhxPN9LS0vD8/APPKiTl7Op2lnDB86FI5Hq/4saDiuYXYN/tmfB9EUdEQEREIEkEZADkOergThANCBCPGXCm8DESYQ9ggKxgegaO3ZsKLpmLVxuu1w1JEgzWWnDbzwwjMQiTOJLLDIqgMjgeMSIrDAITJi1yMZ8WzmyQ4+mBPMPxs1cZAO6V6au5KOXdUkl4z7kh8VIHeI+Rvxzb3Pvkx7EvUs6EVFztuEEIHTJve+2cz+zpo3CFJCtz9on3Icz7L+mXVtfN/vNy/bZcT2s1cBtbOOf3lhb8XA/Yp9RAJwcnBXawnPIM8Q2T13CESCCj6ONlQYinza7Y0N/cRI8lYi6eBapD4ec/ZmKedKKcEB45zx+HOxwmPg/JJMRkbCh+kcEREAEREAEIgSkECMw8vERIcAf7VQpAET+WVMdwYCRh0yUEfEz4NLXw22NguMvefILu/HogVW50+GONf8gZHgVm035bzAJ95Pxtv1FBxZM11/8dJK9OXya7TCgi531QDABOrDWzZvYkhWrbXCfjnkV/3WFinjGCUDccz8i9BH+RLS593FSMZ4HXswtwQnw+5fj2Y5RHiciU2vcopVt8/R0G3p0B/v6F3tZ96MusL6n/77WwzkPYptz45yQskO0nrQhBL2bOzC+0hEjbjgKtJ06EOo8wzgJiHXqxEGgP9Sdqfn/Exzv4p9j+f+AlCMcFnc8Mq1T5URABERABEQAAnIA8nwf1LTChosfbxIjBIgiUioO2aa3vfJZ8MuqgSDp3nRZKKAoX8y2YsFS++zef1v3bfra8wffFqKY+O+v7QcvXdjgsbz8v8l2/J1vh/146N/B8qdrDPGP9e2a/PXZo+lC3MOMACCoEccsbYuo5h4nKu5L2iJqSYPbUGE786V7jV8Rrli90mb8/Y6MHAC4IuqZ54DoRoDzTtTfDYecNCT6wYgEYhxzYc93nB3K8XxSzufq0C8m8OPowyMTY55B3HBIOMeGMorXq+8iIAIiIALFQ0AOQHCtZ7/1tI373U+sywGnBBMG78/51c8kNYcIKZFGjxo+dcFedtLd79j2/TrZ4d9pGToGlKEuBBSTNEkJ8KhpzjtRzycoD34H4M4OP7dGzYLVgFYGP07WJPghp9XlNi5YQnLimyOsz76DGjSLN76YFi4vygpDUWsS/Bru6rIKe2lofn8DItqG9fnMfYlgZRUeotdE/F1k+/NAGQQyEXXuaRfbvr8u5+2y/0k2+eFfhYd03u/EjA91cc8756WN/kyRzsOoHKlQPiJBOaL+ODKURezTbvrqIwTuHOAA4NDjCG2IMRrAeWUiIAIiIAIisL4Eit4BWDl7Sij+ATj79Ues025HW4cdDlpfnlk9DuFBFJIX9uT5e4fviAhEhgsjhAZ5yAiNYhEGCybMDlkg/jHEv9uz+//eGgepMhcuvs8aNck85cKPT8L7zSdsb4+8VRn5/+TGw23J8tXWMnB2drpySNi8K48aXG/NRJyT2uNLZ8Ybwv5oygqCF2FP1B+BTFoMzispNswNQFBTFyMDOAfc36QKkeeOEfF2I6JO/dGovO+Lvjft2N22f2GhLRk7zNoO2jm6q8bPPEPR8/mzx0G0m3PTH9rtDgtpexhthwvOAfvoI++0mXf6zwgHE4SpB8cBLvSfzzIREAEREAERyBeBoncAmrTtXMm6JBDZFeU26YFLrd3W+wbrzK+7Sk++LgrnQYgQJU1liIWoYCBfmfKZTpJMVWd824qFywLxHMxVaLU2/SFepj6/dwyWBvR1wjtu2t3mjV7767G0qyxIlZk1PBBXW/epz2au97mbB79zMP+RdSPXCx45wSbPWWKlXduud90beiC57YhghG48DQ1BS6Sce9IdBJxThDGRfcQv6SsjR44MnQS2M9JFZB2BjYOAYMYZ4J6mHpxdUoS4vxnp4tyMdiHCa7JGzVrUSfzH6yKiz6R92sJnBD4inkg+Ixmk59AGnBX6Sl9wynFOeD6Z9IsDgfh3Y6RgwoQJ4TGUhRUOD2VlIiACIiACIpAvApWh5XydLYHnadS8pW377Exr2qFyXfXlU7+xb677QSJainDgRSSRVzoj2krUMio00pXNZPvMzyfZne3Psdtbn2VzRk7P5JC8l1k2Z3H4I0GcOC7+2dZ9+9IGK/5pfzprHAjK+hT/tAvRSyQ7lQBHvGOIdzdGpRD2vvIVIri0tDR8cd8inqmLvHhPk+F+R/gjwHEOcB7IzadeF9lef67ecUwQ6P6O4+HPI22jjUT/6ZuPeNBHd855j3LwduIUsB0HivkAODn0kRW/GBmQiYAIiIAIiECuCRT9CACAm7TpYG0H72Vz33ku5L141NpfIM31BaitfgQVEUPemUDsQoPvRCSJqEZtxoJltv3lL9q8JcHkxweOC1aNqXtqwaPbXFtV5fMH3WpnTril6ntSPiyaWpkeUq09QaD1jPGVq72071v5WwrV9utLVggwuTc6wTdaKaKWiHg0RWf27NmhUEY8I5Dj0W4EMQ4BxogCgpplN30ODAIZMY1YRjgjvFMJ67CCLP7D+Wgb/UGY48jgBNAe+kLEHwcBZ4D9jGzwXPrEXfrt5Rm5YASD43iO6QMjKXyHFeWoj1EQUp9witIxzmIXVZUIiIAIiECREpADsObC97/kz7Y0yBcmd3iz617K2u3AH/XoEoLrUzEihBQEz/mnDlIiPNWCFAW3Aec9H35kudATglVkXrh0f9+V8fsBfzrZXj/jkbD8Hr9NxmhIvPFT3hlVtWnPm46xnS47tOq7PtQvgaj4pyU4rQh4Rg2iRlSfyD8iOGqMEGA4Cjw/3P+IcdKLEN/R5wDhzCvTVXWi58nkM/USmeccCH0Euqfs8Fzj8PBOnxH/OC7MbUDsI+RxDHDUOR7RT3mMz/SNvlNvaeAAuTNB2WgfM2mnyoiACIiACIhAXQjIAVhDq1GTpjb4/i/rwq7WsgzrIwKY5Le+AgWBgBDCAUAIuSE6EBdxUXXMzqX2/IcTrGz1KhvYZuU60Vg/vqb3rU7fy7oOrhQqPXcaUFPRetv35nlPVJ470I7TPxqX93aMnr7AHnxztF177DbWKphwLEtPgGg292lU1CL+cWIZwULwI6xdHHs57m+i5Ihq7n0i7DwP0Um6TIBHMLOfkYNcGOejfTjaOCHRyHz0nIj+YcOGhf2kPZRD6HveP+lNPjqCU8RIAE4AaU44NnDCcJbiI3u56JfqFAEREAERKF4CaxVl8TLIqOezXn/UPj6kmc19/x+2fNoYW7WgchUaP5g/5EwMRLS4kaaAEOAP+oYa9USNyYg4BvFo68Nn726n77epXXVoqZ24S88wb5rjiFriRBClpK01GeUQ/kkV/7T9gPtPqexCkHK+963HVX7O078zgwnS2172ot3/5ijrdvpTtnxl+vkZeWpS4k/joh6HmAg533FieccZQGCzhj6/HsykYQzx7IZA5p7n3c2FP8I5KsR9f7beEes48DgfOCnxZ87Pg3PAc0o5hD798VQm3nnumMfgxjacAiL/pAu5MSoSf959n95FQAREQAREIBsEFLrMgCJLCY6//fSw5Jjrj6064rt3fGitN9k2/E6OL0IGsUCeM0YEkJxmtuXCUuVBIz7+cPJOodBnBAJxhJBCdLEPYYEQoY0ecYy2DYHCxEaEVnx0IVquvj8zStFjp/7Wunu74JXfH0T737g5YfdZjx+btXC5bdyl+lyMcIf+WYcAef0IdwQ7zwXCnxEyous4zziq3J+kzeAIsBKWO9Dcswhrv+89+o84x7GIpsKtc+Isb4iPyFE9zzrpPET2aRtlEPb0mRQmRgj4P4H+I/4xHAr6G19NKdypfxoMga+f/siG/Pg+O/Jv59omR23XYNqthoqACBQvgeph5eLlUGPPG7eqHJqPFxp/x5lVm0gT4A98NELJzlyJ/6oTBx8QGUROo6MPiH3EFMIfIYXw50V7EFREX1MZ4gSRxbFJt26DN867+IfJQVv3Dn+Zmc93nbqTxD8gMjTEMc8Jgpd7lBcRdcQ7jgATaNk/ffr0UNQTHXfj3pwQTIjnhTF6QKoMUXQEd7RsWCBH//jzNn/mXPvnmY/YlP+ODtN4iPjTdtqFs4IDgLNCChD9pX+kNNF+nkn288ziNDB6wHPnE4kZqWNbdBQkR91RtRtIYPaIqaH4p5oXjr7b5o+buYE16nAREAERyD0BjQBkwLhFjyAK2aWXrZo9tVrpfhf+qeo7QoY/8PVhRFF9omHU4UBYISoQSfwyKaKC7wimaLlomxFo1OcTMaP7iu3zwmUr7f+e+Z+dtu9mtmWftROt4fDsRfsUG46s9Bfnk2g4RvQbARy9F/2+w5FGDMfnznhaHVF17lOEtacTkTqDk8ArflxWGr+mEp41nqM7u59rrZu0tC/uf9v2eO4n1mlwr6rUHUbRKOeON8KfIAH9pw+0mZRBvtNunk36gyPDO/sZVfQ5BNQHL8oXu3HPMH+ElDDY1bc1bd28WhPmj59tD212he1w6cG25w3HVNunLyIgAiKQFAIaAcjwSlQT/40r/ablU8dkePSGF0MMIDrciB4igjCEAUKIlxviA6HFPAGijYgKnBSiikRXSVeiDqKRfI6ai7DotmL7XF5eYT3PfMYee3uM7XLVEPtyUoplR4sNygb2l/stblHxH93H/Y54diNNBnGMI4uTikBGDFMnkX+vmzK8uOfraotHfWJz3n6m1sM4P6+W1tzK1/wCddOpq6w0WMnHR9ZwQHDAeaePfCaljqVE/Qf+GGVD4PNc88JR58VzjLglRY9UIcQ/Tjvv9A1noTZrCCN4tfUh3X7Svfj/jfckGEsO/2ToNdZjx/52/Hu/sueCXyLnvvjoxpdt3GvZXVgiCf1VG0RABAqDwNq/sIXRn5z1ou/Zd4R1lzQJ8vnX/AEee/O6v9SaiwYgZhBERBHdEPIu5tmOOHCHADFBhAxxj3AgkoroJ9UAcUHUjBd/QBFP7HcjukZdDcHoE69c2MJllSlQq9bk+Y+YUndBmYt2NdQ6ua9IU0PAxg3xHhVziDvuW95d4HOdiezjyOKw8kwguMmpR2DjDLANwY1wbrqykY3+26fxU6X9vvDLd2zERbvZ2JtPsvF3npO2nO/g+Wnece2yplucuke1kQzayHNIWpCLfndocF5wsnHOGRVwQY+TwDaeR55fjOPpDylFMOH/Ab/neZ45R9wox+hCdGJxvExD/s5IKzzg6Zzquz/dtw0WXfjo/6xb7JfH2/bKzcpU9d1fnV8ERKDhE1AKUIbXsPvhZ1unvX5oK74dbyMu3DU8qvWm22d49IYVQwDwikb4fdIkggdRRCSRMphHR3nnGIQTkUS+MyrgKRhEUzE/js/8QSXaikXPF25I0D8IH3dUPNqazeZ1aN3MHj9vTzvxrnfsqB372I927ZfN6ouuLu5BotKpItPuwLKPyDeRciLspMpwX7vTwMRhxB/LZuIcIMJxLBDR7iBzb2/Uubvd0easkHGnQT3CeSKT3xpp25y3v+1/5wnrsC9ftdLG/v7kqu2zXnvQSs+920oiIxBVO9d8WDh5jq2Yt7RqM/UPPGKbqu+0jWeUiD79oG88f4zC4eywD8GP0VfajyHeMZwCjkXkUpZ3n5RP3RgcqJcRQMq68fymcw68TEN/hwEODvcH/fWRl/ruV9NWze3sqbfZM/v+zva86VjruuXG9d0knV8EREAEUhIoCf7Q1D6enOLQN954ww444AAbNWqUbbrppilKFO6mlbOn2MIv37Uu+/w4MZ0kUopQItqI4FhfYxUgRAiTMRErSTYcH4ROtpeAvOu1ETZzwXL7zY8qV3hKMoOG1DacAESvR8K97ThyiDmEcKocd4Qu9zdij/+uuMdZ4QphzCgYwhjhz72LGB73t8/slZMesIogjStup4252ToO6FZt87Cf9LeVc4KRiYrqKUrb/32BNWpeuVpPtQPWfPn7UXfZmBf+Zy2CkYBz5wQOQ5rnhXuUiDzPJcLVo/r0F2OiPk4BowIIepx17y/94TtOEv3HKec59zQ9ypcGIyHxZx4HyR2GNc0tuDf6iAOY7ee/4ECpQyIgAiKQgoBGAFJAqW1Tsy69EyX+aS+iAAHk/hyiw6Oo3h/SfRAgvCNWXET4ft5JqeCVbaNdpGgg2rJlqdq/oXVf8tjH9qd/jQqrmbdkhZ0eTADeqrTThlZblMcj0LjPELCYv8dhIGprGm3iPub+QSjzTqobzgTXn+O4p7ivEc2kz2x61Lb2brtgWd75XWzwGXuHk3RLmjSyiiAvu0O/ygnI0Tbw698r5wQT/IO2Bieo3FXSyOZ9NMQ677l22d/oMXNHTbddrz7CylasskMeO72a+Cf9B0GPeEeY02acHsQ6kWo4MOqGU0C7ffEAnBjSe0hpQtgi+HEW6Cf95ZnmM04SdfCc4hhwvvhzVejin2tBH4uhn9H7Tp9FQAREIFsENAKQLZL1XA9iAScAEcE7AqI0iAy66EI0IS74jhBBLJFvnK+hc1KLcABoHxHcpNo+v37VPh03u0oH0s6+XVvb8FuOqibyktr+pLSL+5Gcf+4z7kNPd6lL+xC3CN5ohNcdSYQ+KwWROkPdiGEENff93Kv3s+bLggnygYjf/h+LrGxVhY186kPb7Ec72aQ3R1jPXQYYK7eUryqz5u1b2aKJ0+3rc0qt/fYH2eolwYTbEe+Hzdz+H4utUdNm6zT5b4ffbmOHfF65PfAZLPAZLlh8nzVbsxoM/WZ0CmHPO/c8KTq0D4MHo2z0j+08h27w8hEShD1lcCJ8WVEcB5wBRkB8NAGHgInFpBixj2ecenjm4LI+Ipn6aQcpWTIREAEREIHCI6ARgAK5ph5pRDCwFjnm4h8xgDAiskikEJGAQMuX+KctiDjaEI9Usi9J9sKl+1mvs56xLm2b2+xFlRMsJ85aYqOnL7TNeq5dZSlJbU5iW7gfEeYI9vUR/4xSkRrEvYoTgLjFGFHgHnIhzCgD9zL7cQimD/+4UvxTOEjpWfLNUGs7aGfb8qd72nMH3WoT/jmcPVW2zXn72Wd3vRl8P94u+uv91qRFU1s47D/WetPtUor/xdPmrRX/1LJmwGD53MVVDgAjFj6pmfbTD0YqEOrw4J3ngb6Q+sR8FhhFc9mJ9rMdJ4K+wYB+kvLEO84B230/n3E2EP0Ifp5tHG7Oh8NRF+O8HIvR7vW5fnU5n8qKgAiIgAjkn4AcgPwzz9kZ+WOP2EdgRMU9TgGCimge4qmuIpwoKxOGESyMIhDB9yhlpp0hWskr6da+VfDrtI+dZKvLyq1n4AgsXbE6GAFoUyX+Rz33ifXZd5C17Nwm6V2p9/Z5jvv6NMRTYxCfiNu44WAgijkH9zuGaK7o1NvKNtrMGn87ysrbdQ/Fvx8bF/9srxT/Zo2CFKFh9/3bOg/qaX332zP4nnoeTZuewfOzSXeb980MrzacA8B2N9rraXS0zSfZx4U4zgvPJc8UzxOjAjgxlOeZxXHAmffJ+ozs4TBQNw4EZXnmSY3C0UCsc27O6WlFTJCnLkYhov8neFtTvcOcunE0JP5TEdI2ERABEWj4BJQC1PCvYbUe+IRKBAACCWNuANsRS4wC1MUQHAgPBBnCgroQIOQ3F7ohrlj/nx8Bw/l5ZOurbdbnlcsznj72ZuvQX+kR9XkPRCPmtIP7lMg79+fKb8fawsbtrFvwHCB+sc/ufdP+9fPHw8/+T8uuwY+Hzar8teHmHVrZivmVK/tEU3q8bPR9whvD7bkDbg03lTQqsf3uOsG2OWe/aJGUn3FSaCcCGyeGzzjmONm+AhAiHuFOX3hmKYdxLM6Ci3qeZT77RGjShHg+qduNVCn2k2o0YMAA31wU70we5xlmQQOZCIiACIhAdQL6HYDqPBr8N6KKRAN9CJ8OIYjIEa6r+EeAEKEkIomI8mikpxg1eFi1dADRP7hvp1D8U9TFP4Jv9F+H1nK0dmeLAMI3btzf5NSTq+6G8EUwI6hb9NzEGgXC2cUzZRDoRzxXfY3/UPwH1xNz8c/nqf8dzVtaK/3eFtamdxD1Dw5ltaH+h26Vtmx0BwIeUU67Eac8VzjWRO9pN+KfOTo4BIzURdvv4p8yvNjHcYwssBQqQh8HgInDbjgIvJI878bbms137hlSmXAS4SkTAREQARGoTmDdsfXq+/WtgRHgDz3D9vGJf3VN2WH43/OTiaB5+g4CCytfudxGX3uULZ/2jQ1+YETKfOkGhq7W5u71+x/a25c+ayWNg8mlFx9Ya3kV2HACzBshxYV72u89r5V7GvEcNb9PEdaIQER21Jq2aRH9Wvk5EPBY+2CFoAXjZ1vrnh2s34FbVu6r4d+zJt1q713zd9vkyG2NX4PNxPwHrHhOiVAjUHGoEfyevodzQ39xFEjboR+IWLbDg0g+E4f9mWY7ZXD0cVo9ZYj28L0YRuvi7HGQuF/gFr9H4mX1XQREQASKkYAcgAK86kwQRFAgNlwQ1bWbRBcRDowApKpj2Cmb2OoFs8Jq+UXkTa56tq6naHDld/zFwbb5CbtYq27tguiyBs/ycQERcAhjXlEjBx4nl0g6qTOIPUQwwg9DKJP2xnFMhmf0i3SbPvsPst1+faR9ds+bdvx7Vwbh+wp7cNMrbNDxO9thT5xp88YGkffY7wREzxv9jLje/bqjo5tq/Yxo57nE3IEhVY8+4HTTX0bc6BtCnqg+faF/CHyfT+Dinz5zLO+MIGA4TC76cSRgQN9xOqIjCmHhBP3DBGbEerZGGOk7L5kIiIAIiMC6BOQArMukwW9BHCCENvSPH8LJVxKKQ2kzaCeb/+GQYHOFrV44O767YL+36dGhYPuWxI75MpnporikuyHEWXoTEYy4dsGPYEZQ852JsIxoUXbXq78fvry/l1Y87B8zFv9VB2zAB0Q94jzqFOAE4Lh4+h1tR7TDgVfceM5J/2EFIIz63CkgCMAx1E9qEPs4ZxKNkRD6QFtxfNJd7yS2XW0SAREQgYZIQA5AQ7xqtbSZP/JERhE7cUMQIYSIskX3Iw7IMSZKyB/h2mzgFU/Z15fsZS37DrJ+F9xfW3HtF4H1JpBu7gqpL0S92U+6DMKXe5q5AdzDpUFuvN/jPjGW+7smI2Vo9vAp1nXLjWsqlrV98WcNsc828tf5TB9qM9KEiPDzXOMM4BQwakDfqYtnneebuQBJNfrgoxYS/0m9SmqXCIhAIRGQA1BIV3NNXxBGiAFSA+Irf5BSwH7EQXSoHQFBlBAB5H+IERE4DNHI49z3X7BpT91gm13/sn33jsofTCpAhOpSQglwj3paGhFuIuTc4whd7lXEI/dwPPefEQD2E2GvKQ3moe9cYfNGz7DmHVraubPvrpdUL9KbUjk99JvRAUY53LHxy4Top88IafqHQwQTd+ipkzkHpBvhJCTRUqUaJrGdapMIiIAIFAKB2kO9hdDLIusDecK8ohE/xAHin7QItvs64dHtDL1HnQJychENnl6wdPwXNub6H9rSscPssx/3CicCFxladbceCZDuw73IO0Kfe5x7FlGPwGcEi0g3E2SZuB4VyZ5fT6pJOps7anoo/tm/Yv4ym/7xuHRFc74dsU8uP7/gzTPK6Aar++C84wS40V9GPBD2rPSFI4/jz2pgHOPMqAOHAG4807xkySOwfNoY+/iwlvblOdsGq0tVn/eSvNaqRSIgAg2ZgEYAGvLVS9N2/tB7ri+pQAglcoqJmCKEfB+HI5rYjliIbmcf0VXq8hGAFdPHs7nKKlavNGuWYlWVqhL6IALZIcDEdhxY7kVGqJjfgjPAMpgIfb4jhvmM6PXfwODsiGYcW9JqeB54FuJrw69ausKeO/i2qsY2bh78svDO9bduPs8dfSGyjyPA6AWOO+Le051Y6QhngG0Y/advjNzRP5wAyuJMMBLggQGcJYxnnvqTaDgs9Kem0ZoktntD2/TFaZuHVSyb9LVNfeI6633StRtapY4XAREQgZQENAKQEkthbEQckApEVJDIv0f4EUEIf4wcatIDGBEgksiLP7zsZx/RVI+kdtz1+9b14NPD4za//QNr3Kpd+Fn/iEA+CCCKEayIfu5pouPc3wheUmYQvT5qhejFiPhzL7MdMen3cry9j25zjS2cOCfc3LRtC7tg0R/DstM+HGtD7/pXvHiN33FMELAbYjyvPHuIdjc+49jg4CD66RPPOPMbSP3BYccp4LnFWWIbqwnhHOH44wzAAkef7XBLqk2YMCGc2I3TVkzWYuPvmJUEf5bLy6xV/8x+W6KY+KivIiAC2SOQzPBP9vpX1DUhGBD35NYikPjDzx99RAMin4gikUUigfyhddGCqGJUAPGECIlav/PuMV4yEcgnAe5lBDzCn4g4efDMB0Ao47QyQoC4R9jiKCCGMRwGRg145zlgfzyqPP2TcVWpPxzTa5cB1rhpkzAF6IldrmeTjX/tSzvm5YvCzzX9g/gnvYbzlGYwgbemuly4U4Z+kr7DM8tzSf98JIB+4Qzh9JAG5KlC9JN8f35QDDaMCMCC55yyfOf5pl7q5P8BHAychTijmtqZi3201x2+XNSf1Dq3uPtTG3X14dZlvxOs025HJbWZapcIiEABEJADUAAXMV0X+CPqE3q9DI4A4gnhzx9YnAHEP1FFBAfRQ/74IwiIJkaNMjgHHM+xmRr1U7dMBDaEAPcc4pUX95Pf2zi5OLTcu9zzCHCcAka8EMnsR0BjUWFLNByh/viOvwn38QvPPXfbxI795y/C71/95f3gB+4aW/mqMhv/yhfhttr+QUzTtmzd77SfZxSjH4h0nAwcHvrPM0mkHweJvuDoMCIAB5/n432Opj0h9Pm/gPbCjhEDnlNSpTgnDobzTdVn/v/AgWA0xo3gAu2K/7/h++vyXho4TzU5ItwDjIBwXd3Zq0v9SS3bqGkzG3TjP5PaPLVLBESggAhkruIKqNNJ6ErZ8qU29cnrbcWsybZs8kj7+JBm4Wv1krUT/HLRTiJ/HhVFJPGHnCghIsDThRAMniYQbQOCydMuottr+kw0kjXayU0uFBv3yue2YsHSQulOovqBEEXkpjKEHsKQe5WRAAyRyH3LNj5jiEM+kyaDKEUks833cU/yHHAv87nL9pVr41eUV9juwY+Eue1507Gh+Of7D1692DfX+I7wJwpf23KjNVYS2YlTg6B3Mc6zi9D3F84BDg/ODi8M8c8xLvzZBgtG9TBEOiype0KQasOz6fVRP+ycZXhAin8Q37yYX+HG3AKuC9cjGxZtf7w++kK7SWeUiYAIiIAI1J2ARgDqzmyDj0CMDD26g5U0bmpTH79ubX1B7ufYm060zX7z0tptWfyEGOIPNALBo/h8JopHRBDh5VHDVKfFUeAPL8IBQ3ggvHAWahoR4BwIi0KwZw+4xSa+8VXYlTMn3mLt+lSKrkLoW333ATFHWg/3aTz1zNtGlJrRKQyRyn1HFBvze4xIN2X4zn3N/Y2zS1mi3pyDtBjuY76f8tE19uYFT1r/QwZbn30GhXXxT7PWzS36I2FVO2r5wP2eTfPRC6/TnQG+I+TpZ20jDjjvMIEBjg+OP98ZTeAZxmlxQ1jjQOA48bzzf4Wz5f8IhD/no5+MPLjRTkS7OyK+PRfvXDv+HyUlSiYCIiACIlB3AoWhyure73o9YvWiueH5K8pWhe9tvrubLf7qvSB0WW6d9zkuZ21D7JAuwB9ucoH5o+/C3aP+8ZMjshALHMcfXMQAxnaEGoKA/ekECA4FqQvp9sfPl/TvLv4bNWlkpIjscuXhSW9yg2kfoo57KS54vQPsI+KMAObeQ9T76jZEtbkXXahyvzHyhLjFQeB+5f5FnOJExFNH9r/rRD9NmALDebjXue+TbLQRoU5fEcPpxDdsGS0gPQdGjAhwLP8n8Hy6IfjpO9z4vwFngDI+osGICfVwLrjC3Y9nLgKv2oxzkz6U7jrXdjz7+T8sumRxJseojAiIgAiIwFoCcgDWssjbp6btOlvpeffahLvOsbZb7GGDfvemTX/uFmvRe1PruMsROW1HNA/YxX/8hAglJloiFBBdCCaEBZFDIo4IB4QAkX+iiLVFPAtF/P/r3MerUJWvLrcdLz246rs+bDgB7seafqSK0SvuQZxVBD33HuIXEYqgRFh6Tjr3JOXc2WVEgXsZMRsfXWDkgX1+bqLi1MsrHw7A4tFDbcSFu1jbLfe0QTfXbcUhqNNvHCIYpHMAKAcznCQEPqxJg0Lg89nz9jmefiPO6Tu8SA8iVQjHi/3UQeSfdC3KMsrijhfnqc18NILrw7VjNMavW23H1sd++kkgoy59rI926pwiIAIiUBcCcgDqQiuLZbsdfJrxcutxbOXEQ/9en+8ufvjjzx9pIn18dqHveb44Cu4gIA4YVXBbtSxIN/pgjPXdt3Jda9/eUN9HPPmBfXbPm1XNP/nz66ryytnInIAndvutNW7e1E76+Gqb/PZI+/qpj+x7954UrihTdaA+rDcBHE/uR6LR3IuIUIQjAhIh66lAfoLSYL4A96jft+SoczwOgG/j/iWiTcQbhwLRi5OMo0G9+TDEP7boy3dsxpD7rPthZ9XptIh32h19/rwCRD8iG9GP4MfZoZ+w4t2dAi8PH/qPyCfFj1QgBLDPmaAuWOEUIIpx7l0Y44DAlSBBTeajEVwb6uU9qQ4AIyLMaagpLa2mvmqfCIiACCSVgByABF2Z6X/9g01+6DIrveB+63bgKfXWMv64E93nDzt/4D0dAIHBNv4YIhwQADgDiAa284cSMVK+usxub3Vm2P72/braGeN+V299ydaJ2228Jtc4WCnGgsmij251dVj12dNvtzYbtbc7O/w8yEsINgUC6KXj/mijn/80WM67xCa+PtzOnHhrtppR1PVwj0Xz3100cv8RBUes4RxEhbsLfQQtI1lEq30bMBHCpK0gWn31G0Qp5SmL45tra9y2k5UtDibTBimA/PjTxHvPt60e/saad++b8alpayrD6UG0E9GnDO8IdfrHdsR+KscBRwGnCraw4f8EhDvBAQQ7XHzUgPNSH+diHw5WTdxw3HzuANcik7ShVH3LxzZGPHCUon3Nx3l1DhEQARHINQGtApRrwhnWv+ir90PxT/EJd5xhy6ePzfDI3BRDFHjqjqcKIcAw/riXBtFVvuMo8AcfwYAzQGrQmNfXLpk4f/xMWzAhO6uC5KanmdXae4/N7Kh/nG+l+68d0WCJyI9uHBJW0Gv3TSqFZeAcLJoyL5jgXRLouQpbOKlyvkdmZ1Gp9SXg6Sq8MzcAhyBq3Jvcxwg634djS5SbaL/ntjNBGEcBBxcxmw/b+tFx1m7b/a1J+662emHlj5ENP2/HrJya/HyeZQSs59wj5ukzfWX0I5Ux2oKDz7OOY4XwZxTBRwjix/B/AftwBKLin2BBTeZzCWoqU5/76BP/x8GsEG3ue3+3lXMqV9QqxP6pTyIgAukJyAFIzyave5p1qZxcG/4KZHDmZp165vX8G3Iy/kjyh9wjqWV9m9vSVpUTnFvs3N3mVlQO85NuMXbs2DDyuCHny8exCJm4DTxim3CN+J0uPyTcxfrwO11+aPj5h29cau36drHtLjzATnjvV8bIB3bc25eH7/ontwQQqziiCFoi274UJbnriHxEKc4B9yDzW3wZS8qxjZEDJpXy4n4mMu0OcG5bHvw2QYtW9p3fDLEex/6SNUzD07UNFgbIhjFKwmR/d965r+k7/cQp8Mm98XPBkMg3owZE63EkfIIwcyTSGdwYQcHgzuRk6pIlj8DIqw6zMb/9kQ07qdSWjl8btEleS9UiERCBXBBQClAuqK5HnQz3D35whE1++Crrc9rN1qh5zXm0mZ5i5ewgf3fE+9Z5z2MzPaTO5fgDT5oAAowooQWpLz8deaOVzFlpy9tUhClERFOJOpJ+QBlPAajzyfJwAMIH8YJgJPoXtz1vPNb6HTzYOm66UZj+w/4mLZpWS3U6/Zub44fpe44JINwRtkT6+YwzQDSfzzgIntKCGOZ+RfhzH3KNPWrNtUckU4ZRACasIpKpI9fW4+gLrGmHLrZq/izrcfSFOTkdIyGkOiHU3RliNC9usGKkBB7sx2kimo8jkC5lh5EGOHk6EteBl5+H9K18cIz3Rd+rEyhftcJGX32ELfz8P+GOksZNbObL91vpuXdXL6hvIiACBU1ADkCCLm+LngNtkyufzlqLypYutGE/6RfWN+3J39qW9w3LWt1eEakBTBJEQOEAEHFEOCOipiyZYm1atAnFF4Ia0UFqgYt/BBqiwaOTXmd9vyNYakv/2HjPzeq7mQV9fsT3+opF7i/SgLivyFsn1Yd0l/9n7z7gLSmq/IHXJDIMOTs8QIacEVBMGBAQA6ggYNhdBVRE+YsohlXc1UVEMYPoIgi6yCoGFjGAiIKKogSJIwwMOc6QZhiGCfz722/Om3499953X5wX6nw+fbu7uupU1alTVb9zqrovzzXgbysMoxUgpZNAahDdBXiFAf/S0QVpPBtsWvsVhzfMQn2UVdn6Q17qVTcrdvqtujnwRvGSMNmQkXieaw/vS8Q2okZlYHwFMbwctlzhE04C7ZFp2UrghvfslOY9eGcqGr1ccXpu4YL0vHeP/Pe0lq1Uc+5ZAiNPAtkAGHlt1naJZ135k8IbX3guFy1Mc+++ue10vYlomwRQBRwAFpb8gYn4NjjgYEsAUI2AKNsyGAwAmfSbb755b7Ic9Lg8nLZNqFOmoZcAnaEj9KmjALwBTtstCZ0Kw9JqEyMV8BQOwNLRMAZ4uRkMgGqQeIjnH/jFCwCnFwGMGRWh45FusM6MaQc5xAv5fc0rVjasBKif/hjyxZs8ArwD/0i4ejuHbPRp17FyUi+PFQSrfZ5bYWFIZfBfl9Kyufe52XneMSv+eHLFjm3Ttl+9Ko2fNPgvuy+b2uZcswSyBJpJIBsAzSQzCsLX2vuwdOdXjixrssEhg7MXPUCaTAA3IAGgsBLgxTleRl5Fk7+tAbGtgHeX4TAUXtW+NGUG/32R2sCkoUd1z3RvONM/3mhfpXENqDozBOgfQGobjDZ2j8IAEA74ik9H/TeAlSp6DswyZK0MKKP7oXg5FGjvKAwhMlGO/lLVox+rb7b4MDKsEDAAGD1IXM/UN7bDea5fkw9DudFKDfmTFVl6Xl0d6G/5c/r+SWDTD5xevmw+cbU106bHnF58sGDwt7f1r8Q5dZZAlsBgSCAbAIMh1WHCk1dn94ufTc/OerB4qXjJ8vxgFc9+YS8WAg+ACuAFIAFTgIAwgB9wijiDVZbMd+RKgH7YTkZv+ko8zrzU9A6I9+Ir/XTQPe8EIDoJoAK59NWLrlYHlAHQBXoZs4xVYQhPfAL83/fHf6b/efFJaf3dOtLBvz0+PTPr6TS5Y+0y7kD9DKRByphQN/VFYRAA+Y5qXtqAjMSJcHIgjzCSGtUR+LcC4IjVNLw5A6w84Jlp2UjgsT/+JG14yEfTKlu+YNkUIOeaJZAlMCwkkA2AYdEMg1uIAP9PPP1sOvCLv00vmrpu+uxbd+1zpiZye/p9bz22QQizrcDED2AEWAC0xAUE4uXAZi8R9rlAOeGok0Ajr3JvKuldE0A1PPuMAIC1blQA98B//PEXvRVmJQBIDqAf4F8Z6vvggX/04N9npK9NLv4PoqADzntP2vqte5TXvf1RFqsV6jBYFOAffzJhcHnJ16pJGD7RX/VnK3sB2sX3/wHCbKcSr769hxwZ+76yFGOB8cG9dMYLqw+2FmUaOgncWfz7/CO//O8yw82O/15ae+9Dhy7znFOWQJbAsJJAdsMMq+YY3MJs9J7z09+mP5q+cvHN6YxLb+1zZvZV2zpRfvFnMReADRBwhGfUIxO+LRQ8q1VyD2Rlai2BMy65Na3yjnPT60++tHXE/HQpCQDqAVptbwGqbd+hj1ViHDBUbVMR3/51nn8APHSZYesTtvW0+Ky4zqrl/z4kX/BcvGhx0aHfSg9de1c1m7aulVOf0besRAwVAfWMAp59R2wBivxDjnHvbIUltlVVw10bH4wJQD6jApEvg4yBJR1Dw8oCwssqDeOgTuINpSzq+Y+m+0d+fVZXde7/Yafh2hWQL7IEsgTGlASyATCGmnutVYt/9e2cb9MDj83tc81N4jx3de+dpf3YJxzMgTDgKryJwnlVgX/bNEzumRpL4N6Zc9Jx515dPrzspgfSRX+/p3HEHNqjBABR29N4pemdP/4KAm7j6zjiubdVhY4C/gAsg9UqViMD4NAbP5U2esO26dWnv73YTxNcUzpnlxPT7447b0lAG1eAOMOj3md6Shp/7NVTvJ6ek0Or7VdkALwjQF5/Z0Ah4J2Xn/FiVUU/t9oXKyZWAhhUyiofq4fqi8hXOsYXYyCIgUD+VhGrRgADA59MvZPAdl+7qjNB8QLw1l+4rHeJc+wsgSyBUSWBbACMquZsXZk/nNj5B1a7brZWOvEtO7eO3OLpjBkzys/6AUs9kYkdEHB2ICCMN5CHENCyHSDT0hJYd3LnZycnFv+rgPacus7SkXJI2xKwZc3+fVtdGhmetvnYr257C+AvDkALaLqOf9PlpQdIncV79LGZacf/3C9t+c4Xpvfe/+W003v3Lr6q0vli5d9O/U3b5fOpTFtqAGl5tUvqw6hxAOhWOfTRge5X+Hn5V91DfgA+gA7we6aPM66A/TD6GQzqJI06AvLKqu+HIcaZoM6exZYs9WcgMBocsSqBlzpqG/zwlXesJrQrt7EYb6XNdizfC9v9F8+kSZPb17GxKKtc5yyB0S6BnhHcaJfAGKrftsf91H90pb/fMTN993f/TP+299Re1x6YN+EC7ybiRlsDgmlM8OLaVhDvC3gOjAFWJnwAIcBCpM3n4t+gJ05Ij/73Yemkn/0jveNlm6e1Vx3879CPdrnTO0Cfdz8MU55sBwqPtD3tAC+AC2C7p8+80wxfKwF0H3C1IiYOHS9+0os+/YZ03em/K/ltdWj77wHgrW/pD715T0Z9GNTSMq6BY9eO2MJUFqafP/qxbUKAdrxDwABSd3IjC/fkAayTEU89OfHuk7dyagPECGAoMFqU0wqi7U8MK/UX37XwKgljyBk74j8fGALaxcoJUg7PjTnaujcGVTWvfJ0lkCWQJTBaJZANgNHasg3qtcoKE9PsZxaUT6bd330fdIPoDYMADMv+Jvw6+Ac4gBHAiZfQ5Oww6ZfgqMYRYDD5Z/BfE0zldoXlJqTPHNz31ZoKqzF5aUsJcE9XeacBU8BQuAOoBRaFA862pgCYPMoAJXDrnp4Cq8Av/ReXXqM6uFx5vcnp2KfPSA/97c608Uu2bFvutv4AvvpMMwKqgWl9R9mDwoBxbwUD8B5I8B/51Lf4kUlHR+dLwsYGZbIiALQD8M5AOG89eZKzNEhdYzXBNiLjAFk6OBc8I395Soe8J6AttFOURR54V19EVgbt7KzNlIXMeiJxwwjsKW6j58otfX94NOI7lsIevem+dP9V09MO73rpWKp2rmuWwJBLIBsAQy7yZZfhtSe/IW3xwQvSwS/cNH3+sN36XJBGYB6IsnRvIjaRx0uAJukqUIlMxZUm9g9HeD5nCQyUBHiFAXlAHzjkcQae7XEH6gFNgBoQBVB5ihkKgD1D1jXddQZaqwCzpy/0TFpxuV6B/6hzK/AvjjLqW8rNC96I9MGqQdAozkCGkVUQI4BsyZ7clVGdyJHcq2OBcsZKAmMF2A9eZG6cET/Af+ThXOUjz/o4EqsMsXKjHAwKxkIYIFV+roF/f/iGNyOqtxTppVNXdcjUngQWPjMn3fLhl6en77g+/fGSNxc6tHy6/ozL09v/+qn2GORYWQJZAr2WQDYAei2ykZtggzVWSrPPKV5U7CXNvfuWtOKUrVum4vEycZr0TLphCNiLLMyECvSLwyjgKXNkyhIYLAkAlcAjAMooBQqBRZ7h8NQCqrbc8A5buQIQ6SsAFyRtAFNhjArbXPBqRfIBhqtb31rFb+eZvhPAup34QxEH8HWQmy04Xvol37hnXDG83JNvlcKQ4tUH0LWZ9LYCeSZNULxDBOy7xisMiIjjzJBgKAH9rsWx3VAYipWD8qbyI672ivr01osvXVBv00a6sXq+7h2bpYVzHi/fod/phZekv11xQHrw6jvHqjhyvbMEhkQCS0bXIckuZzLSJPCPo3ZIN7xnx3TNYRun5wqA1IwAfi9Q2g6AwjsZk6LtQSZYXn9hABZwBkwJyzSwEgBmbX9wHqtEJ+kZsA4wAneMgfg0LSANqNJHekg/edfrVAX/gKRD/CD3PMdVPZYX4OtoxDPS9vasTvFVnd6mHaz4jHwvL0f9gXbvSzD2gW9AXRvElql6OaxmhEEmre1VZKqdgsiTEeE9CTLVdvECsTieaxN88GPUiY+Hs1Uejglbh8RpRMpq/GIg9AXAK7sxkM71Jb0xkhE0FvvsOq96hyWYNK5omHlzVyqbZ9+z3tWomXJYlkCWwABJIK8ADJAgRyObuXffnJ65p/P/AhY8XvxD6j+vTqtuvWfTqtYnPcCJ59+EbdndtUky4gFcPH+Oodyy0LQCo+gBmQeAamfv8yiq+lJVAaiAQvoGZAGBvPOMAffkw1gKIjugNfQ0wp2tItDX2GIiDGBlRAD6vP0AJwDKCHZutIVFutFAYeCTlb6NyJR8EZkzvnj2q/IUJp7VFcAdQNcOgL/24a0H2MWLsUF6xo+tW2SuXRkfVgS0WXj4rRwYe/C09z8MBeEMNQaAsYgxhdQhylY19sqHbfzgF+2MT/BqI2m3KIwm9VcuMhhLNOXIU1JR8TR+wqT0gnd8Ju1byDFTlkCWwOBKIBsAgyvfEc19hY23ShNXWysteLJYOh9f/NHXVu1/0SQqbgI3qZkU60vvJmHAjFcPQGi2Nzd45XP7EggAUd9y0T6H0ROTJxpIBNyBRJ5q914oBdrpHt0EVsP7rPYhw6ok6HHVoOKJBiAdwD9PtHcN8MITWB0seua+29KEVdZYpp9zJA8eb2CcnBFPOvkKA/JtswLEyUcc8mckkRXjyF5/YJ3cyJMhIS3DwL3xQZi2Eo+xps3wwN8Rqwv0Hf8wGpQlVgfwCIMljBXlZUQI7yi8//JglKhXT2RLY5B09EVd5Nkbkre6xtbJsdpnp/zbSb0RW46bJZAl0E8JZAOgnwIczcnHFRPmLj98IM2+9S9ppefv0takWJeHycwEFxN09blJmOeMp9okbQLO1DsJnFV8zvVj//P3dNV/HZA6in+kDQrQG/dj/Wy/voPBCSAC+nQOUAyQzvtLT4G/RvrKkAVIeZJj/z9vrXSxzQgvOh9gdbDkPvMPP07TP39YyX6To7+eVi765ypbvmCwsuuRb4D/iFhd9QCMGfcRx7XVEf3fObYLWpEhTwBa+5CxsYNsw0EAYBsvgH5GhrNnAeK1j+feRRAXP23MAGE8iIu0vZUB8Xjw5cPQAMSlY9S0Ijokb4SnMtMtXny605v3PjhJwjDtKd9WZcrPsgSyBLIEeiOBbAD0RlpjNG5fPP8hKpN81WMa4XE2WZqAeb8y9U4CV932cDrmrL+UibY77mfp4e8cmlZafkmXJldeSmCkumWld7mMrtiMTOAc+AMCA/xHLQG5+kpVPAMQGawO3mcgEAgFGBkHQKtVBnnwIjcjbQI09mcvf4B/edz1zWPKrDY99jtpnX3e2SzbZRZe1z0AHeityx5YZ1wB4UC/dkKxehDjiNWBMBS0l3tHbMVxLY0VBeOP9mB8kHu0mbZiLAj33DPX+IVx10pgdMDYpRzaUt50Sriw3pCxT7n6ow+9yS/HzRLIEsgSIIH8EnDWg2UqAdswTJ7N9t56KU6cnghYMIkDdWOF5j7b/QXfx5/u9EhG/YFUcnHO1CkB3n3gHHDnma56qnuSESALmEpvW4t97oAmwMeLXV1NaMaLESEdbzG9B4SnT59ebhlqlqZR+OYnfH+p4HvO/OhSYcMxANCOo14+wBxwB4h554FrcieroADbdJvn3pYgcRhiwL+2je001XzEDT6MCXGs1jBItIt8tS/PfnUcibbCm4dfmzNSAH4GA2Jo4OUl4FbGX9ShelZX5Qle1Wf5OksgSyBLYLAk0DtXxWCVIvMdMxIw0VqKN3kDTiZTk6dJ10RYnTzto+ZRA9pMyK08a4AUUNZfz+pIaoi9t90gfeKgHdLnfvKPNLH4i+epH/xJuu9bh6TJK3V+lz22WfQG5I6k+venrAzOZkYnvoAoMEg/efeBRWGI5xpgo7PhLaabPMkoQCkPcf29FrovLSMAGLViIA9Hq/KUjCs/a7304LTSZjumZx+9L037+L7lk22//tdKjOF5qY8D6+TmxV1y8C5QEJkB2lat9GmgmvyNF1YHgHwyMzY4tIF+Lw25k6N2M6ZUt9N4zqBgEBiDgHrtgLSncjlrY2USRzmdGRjy1cbKYiwyzuAlPt2Itotz1Kens/GNkwP/ZitPPfHIz7MEsgSyBPoigWwA9EVqOU2fJGCyNIECRSZRYN+kZ+IGBkzsJuV4gU88k6vJ2yQJADTzkuHDkzfWltEZAQyABYs6v0F+76w5XQaARurNXuQ+NeooTGQ/Nm8wfQQkw2gF0hij9NIBBDYiek4XAfwquI24eNp+AqzyGONv/3tvacWNt0yOXX/SucIzYYXG5ekt38GKr87kCogDyvo1WVihIvN4t4IHH+gG+o0X4gH74ZXX18lMWrI2XuCJpKs6EaIuVhGBbXlIq20d8sYfT23qLAz4srQ0aAAAQABJREFUR9pcOzOitZE2ja0/8o6tZGH8RX7tnvGjU5myBLIEsgSGWgLZABhqiY+h/EysvGRBJlHeNRMprx0voAkWmWQZAjykQUC/SVs4AABUmcAbkXwCBDR6PlrD9txi3fTeV2+ZTr9kWvrsIbukbTfuBC6jtb5DUS/gD/h0BhIBSnoLqAGnVQJcgbiq4QkgCqOPAKy0DFuAFdH1eCE1+kOVZ2+vhzvwj/roy0C8A2jnoddvgXbPyDxWVMjL2GAVy1hBvlWDi/ykY0QZVzgG4qtOnAm2d+EZ4wtwbzzCQ3viqQzax/gSpDzK4TljwJYfaTgiUBXoa18841nw6M1Z2RmBrVY3e8Mvx80SyBLIEmhXAuOKwW/J6NduqiLeJZdckvbZZ580bdq0NHXq1F6kzFHHggRM8jNmzCgnNsv4JutYmje5hhetLguAyKRtImYAWOIPIMWbmr1ldYnl+8GSAJ0FEIE0+gzAA2t0k57yYsd35QHDAJvV8tjfD4gCk3UvP8BqKwr9rhoQ1fSj7Rq4Js8qmYLIodFqFTCvDYwdQL7xwNjhfR/twRAwJgDQzgA744FhxpMvbjgiyD8+t8lwwJdDAR9t7ayd4k/dpOXlF85Y6e32nmod83WWQJZAlsBwk0BeARhuLTJKymPSRSZ3gB8IcrbXFggAlkzqVTIpm4h560y4JmPx4+VezxuBrCqPfJ0lMFASoJ8AJ5BIjwF2K1HAKoBpzzjjVlgzvbRiQO/r4N9WGGnoNGDL2OW1Hu2e4Dr411aAeyPw7xmAbxWGrLwTYDwwPpCbs3COBsRBAKxrH3JkqFmJsXIoD1t/bEPSlu6NSQ5lMl5FeEdhzOEvHD/hGfyXIs4/WQJZAqNIAtkAGEWNOZyqAtQA8SZQk60J1GRuAjchB/g3qZvgASUTtnTO0iGTvLQm9GYga6jqPe/JuWn8xPHpV+8+K9163l/Smy7+f2mz/XYYquxzPkMsAfq2+eabl7nSU2CRR9i2FHoJIMZ+cwDSqkC8vxJFBR4DkNJ/Xmf9AR9GAW818K8P0Hn3mZZIgMxswTEmGAPIieEVYcYLciRnhpjnrq3UMCqMHQHiYxXBGS8rBFZ2GAnGKmdtI68wVOqG25KS5assgSyBLIGRLYFsAIzs9hvWpTeRBgUwMmFX9/HzyvG2mbiBLJM1gOXa3trYGrCsJ+JHbrgnnb3Dp6I65fmC/b+cjn/urG5h+WZ0SsAWHSAf4KeTHYWX2OqALT5WAXj06TJAaR874MlIEJfh4JlroJN+02dnW1ykwdcKQKalJRDjCBmFwcUACKrKzfgR7xFoA0TOQbb1BOFrS5B2iRePjU/ZCAsJ5XOWQJbAaJZANgBGc+uOgLpZto99/zx3jvjWtuJbsueZA6YYBSZzXsGhprN3/HT3LH24o09vz3Rnk+9GhgR4hgH9GcV2EyAeeATcA9wD9O4BUx59z3mVGbGupeF1Fg8fcYUDnEArg0Iemfongd6MDeJyTDAqrB44tEmmLIEsgSyBsSCBbACMhVYepnXkffMCZOz/tWxviwRwBBjF1zXce2+Apy68sEMNlnb/yH7prydf3E2SK63X+083dmOQb0acBGKfPk8yHQT4bRVy9tUgBizd9SzApGuGAqAJ/Lv3PgHqKIB/GL7C+0t3nXFceuLqX6XtTr8mjZ+0fH/Zjer05F39qpO2iFWDUV3xXLksgSyBLIFCAtkAyGqwTCTg+9m2TfC68ZQiW4F4+XlKIyyMAM8BJR7UGYUXlte00TfWxRtoevrRp7qDfzit8P4//dCTA51V5jfMJQAgVreIWL2iy5PXWic9MHtc2mXTNUuAX9Vbq1ZWsLwM7AszjF73iB4LA0bpvPu+0p1fe2965FdnpjRufJr2if3S1l+4rK+sxmS6/rxjxHHBAOyrEcdA7E/+Y7LBcqWzBLIE+iWBbAD0S3w5cV8l4EU+e6jj84e+quLesjwPagAk3n8GARJXHC8S867aGtQfwNTXsq/x/PXSY7c9lA7+7Uf6xIIhg/oKFvqUaU40KBJgEMyZ+0ya+qGL0rgJE9MB26yaTti306vPoxxEr4E8+moVC1i0/SR0mC70pMsRN3gudS6AP/DPOn3qxiuXepwDBkcCxi7vcnjPoy9OCe8/2Tbm3YWqzgxOaTPXLIEsgSyBTglkAyBrwjKRAADvM58IoDeJAvu2WLhmBJhQTY5zr3s0/eaQ76R1tt84vfP6/+iaJHsCTANVsZXWXjW945oT0wX7n5r2/e67+v3lHysYwBywEMbNQJU18xl4CfhqFfDO81832mzpufSfs9PEwqO/sPg35v+76cn05XeuV36ppl4SqwK2u9n+Y7UL2daGL0OC/uMfW4eq6T3zOVyGcfSb6nPXHe/7Wpp9618K/L8obfPFy+uP8/0gScDWLlvAYitjb7MxjhkHBmM842yo62y9fFawrKzmFYi6ZHp//1wxrt9/3ufSSpvvlNbY83W9Z5BTZAkMoQSyATCEws5ZNZYAUOPLQMB+fMoPMEKA8kWHnJaKb6qkR268N9149pVp+399STdG0plAB3P/7no7b5Le98BXu+Xbl5vY793OxNwX/jnNwEoA8PYiOr30Hkp8haaay2t3fV56z3f+VDjfx6c3vGBKuc+/+rx6TUeBLfpq+xBjF9mLDuDTC17gumHIYGAotwKJ4wqjevtv/i09V6wwLJj9WMqvs1Yl3/frRn9eVuXGWRGfi62Gt3vN8+/9p1Zt2y6vajy6ZHsZolON+Btn4wtWtqA1Mj6rPOvXPa5K1ROM8vsb379bmnv3LcXEtTBtdtx309qvfNsor3Gu3kiWQDYARnLrDULZ5z/xSJqwwipp/PIrDgL35ix9dzu+vc0gsD3ChFVuC1pjcnr2yWcKYLMoPe/lW5VbKHxVxfe8ATR/HsbLZQKrA6fmOS6bJ1FOE2dvJ9tlU+KxnSt94qFnZDYC/6Tz5KMPpr99cs80a9HKaa9tlnzHPwC9lZ7wwgJb+NjORgeQPALcA230wrP4ZGjEUQ6eZmR1DDCtftZSuPR/P2TdtOjpp9KUo05N67/h/YJb0mN/uSitvMWuabk1N2gZbyw+tPrjvSRbtqz2DBY1AueN8tK+jnbiR1x8GJt0uK4vjFFjrS1qvR2P6De9ZbwygpY1PfSLb6cFT81MG731Y0NaFHK+9YRXp6du+EOR7+IXxIqteI/+9vulAfDMfbelRy75Xtro8E8VL+Z3fpp2SAuYM8sSaCKBbAA0EcxYDH7i+svTtI/tU1Z9hzNvTStssNkyEYPJNujOn12X5j32dNp03+3TTv+6ZUozr0n3Tdi6BEfAvxcqY/IZ7uA/6gQM9nayjbT5PPQSsDWip+0REyeMT7ttuk7X/1fY5w8cAfL0lFHrJWDbLQB7Hl86AHjZ/w2g8dK65u1nKPDO4uF9mfpXg3wql3GsXAAceuqWq9Jjf/p5Af5nl/d3n/Gh9PT069Kmx367XJ0oAxf/zH/84fTwxd9Jc4rnj//552Xodqddk1bq2K4abURek/dAjQXaDa/4b4FlLRAefTrFqFS2VsRI4BQhj9Crqr5IayyqfgmpFb/6M+VwhHFbfz6U93ef+bH04AVfKrOcP+vBYjtc31Zrn7j2t+m2/3xL0WfOSGu99C1tVeHubx+3GPyL3vl+1wobbp6mfubCxKH2jyO2Tal4P+iB//1C2u3COcWfSbZut7YyzZGyBAZAAtkAGAAhjhYWAf7VZ/rJb0/bfuWP5QDvBTfer6EGrbOmPZD+763fKsX7+N9+k2aNOyHNKu5WO/DDaZVXvrvr34T78uJdyTT/ZAkMgAQAdyDLv/v6GgzQbksbvYx7YA3YB9arW9UAS+FAFE8z0A+4MYLx8QUh/S7AntUuHkeGL6MhwP+DF30r3X3aB5aqzaOXnpvmPXhn8UWg33Y9WzR/Xrr2sOJ9honLpecWPNsZXgCUh37+jbTpBzv7W1fkEXZhqxbPNKcAb7exS1uE/HpbHfK16lJNz7jjTdduQ0nanZ44XN9xxx3lGBg60KgsdIm+kQXdahW3UfpWYYwL8q7qc6v4g/nsyet/x5qxBJYevuj0PhkAz856oPx6lnJO//zhacUpW7dlEE/e+VVl3wHy5b/7RXO7qvr4DVd0Xi9cUJ4XFAbBcmvlP/zrElC+WKYS8MmITFkCpQRsGUDPLCyWmPc/tpxkTKC8kc5DQTxKJjc0ccUly6VTNruxK/snf/rF0oM6UF6+Lsb5IkugjxKgizz1QGF82Qor3n7ee0AJcPOSu+07M4oXwf2LcHz9BZgH+BnatvrYmmFfeQDPjsLI8PJveF0ZBdXtHPee+dGuki+3zvPSaru8qvjGKP+OLwItBiGLY8y966byqgv8uysAypQjv7g4xsg9kWGMIVZbvL/BsOoPRRsED+3JyGDcVUneQQzCZsR4aPW8WTr6A3QzCq0m2QJGv9oh287oXrx83k6aduIMB/CvnFt97pcl+J6w6ppp5/Pua6foS8UZN777WzMTVmzPwFt99/3T1P+8KK23/5Fpt58+0Y3vmi8+KK2yzYvKsE3e+9Uu8P/dbT6RThn3r+mmH/y5W/x8kyUwlBIYV4CtTrTVy1wvueSStM8++6Rp06alqVOn9jJ1jj5cJfDUzX9Odz0yKy1a43nlhMETCfybPAZ7BYAqWuJ2NtHxXj103d3pN0eclV5xyr7pvi90vvy72fHnpLX3fmspQl4t5Yr92SZhL1ZWwdFwlXUu1+iXALBIn+PLPcAp8A/MOegrw8Fec97Z6v8H1KXDcKDb+qQtQICpfoKPfnvLh19WJtnhOzel5dbrSH8/eN303DNzyrAtP/vLNHmXV3axvOzw96VH/nJ12vP4l6QN3nRcmrjaWmn8cit0PR/JF2QazgGrMsYCY0kjYpgxEIxvzeLU03GIAOBWeCIfBgFwbbVBOzkYc/VVAvkZ46SLMa7Ov9U9o0b+jADbeeKPEVttUWIoyFeZXCtXX79Y1Kpso+GZLXG3n3RYuRK22vYvHZQqXX3qr9Llx53fxfv4587qun7gJ19Oj/3xp2mrz1+a3xfokkq+GCwJ5C1AgyXZEcp31W1emJ5fTGQACWCC+rpHtLciqNqiQA1ab6cp6e1Xf7r8skL4de445R1pjT32TwsnrlBuuxDPZGrZ378Lh1csGwEkk2lZSiD6DuBOpwE3Hn6GANAGrALyPP6AKCApjf394osDxDIMPOc9BvwASIZv9BP9dpfzH/LPYmniyp3vBKy+6z7psT9fWH6RZNon90u7X9y53eePJ/4s/f1/bFPYLk2+evu0yVEbLUsRDXjeVY89YN+KODesEgD/PcUNPlZ4qqs8wrUDHsZNoNzRiLQbr7m47RocVT7a3jhHX6RnTCp/fEUtxuxIoxzqyAAgl8cuPz+tMmWjtPprj4goS51DJ5d6MAYCVi4+37njf988qDXd5FXFOwEFjZ9YGKWL5zn3D/70q+me/y5W8ooXiG894VVpmy/9QXCmLIFBk0Bjt8igZZcZjwQJAB1AylCTCQ2QdwaEqgbBgtndl7p9b9lEaiLkZYsXge2N5iFt5Ukd6noN5/zmzJufHnoCGMw0WBIA5nlteW8BeKsCtv4ID7AKQHrGQ+uw118ch3TSMAzoNR33ErH+weBFjN7xBfAP8C9s0kvf3rXVZHKxTSHo7stuKdBHp4F9w5l/KLciPH5H/7bJBO+hPPtvBp74/hDgHIDelqxG24UiD/LWjo3ICo+xiJcdGcfq3n/hMcYZX7Vpb7cCyQNvK56MAWdhVoQA/fisrLwQI9F4qCwTfva5lH7+ufTAN49O9xcvpDYixoR3C8KJ0ijOsgi7+8wT0l/3Xy7988QDl0X2A5rnujs8Lx1xxxfSiz97UDp2zpJ3buY9NKM04P2Px+zihf5MWQKDLYFsAAy2hDP/XkmAZ5TXiseqOjnycE4p9lCOX36ltM1X/pQmrrJ6yZfXziSOAlRZmjfRZmotAcB/vSN+mDY/5sfp0htifaV1mvy09xJgnALugKYXSnmBAf/q/mn6amsGfY5n0rkH4KQVDvwjxgIAbNuJbXAMhjCaGQwA3Ow1OtIan/5N2vyj309bFl7/oDdccHSxKtB95+f3dj4xHrd1nn3/Y2n+3M4VhbYSDHAk4wTjB4j2/kRfiUyBcUYXWZJrlQBq44p85Adkk3Uj0kaxjSu25BjHqiSP4GW1wOpOK/KegXhVoj+I0cjwoBORtxWmOlkVEO/J6y9LE0vDb1y670dfLFeh6nEZpa1WMOrxq/cMJcZDvc7VOH259l39By/ofD/t8b/+Ij1x3WV9YTOs0qxefDFsj4++Nk2YtGQTxpQjvpiW32DzNHHVtdJO379rWJU3F2Z0SmCJ9o3O+uVajTAJ8FgB8LFkXS3++q97b3I0IiDIBCRd3t/aSEJLh/3b6VckfmBQ8I2nXJZmn/P2pSON8BCALr6dvyyrwksLoAOutqbFFp8ok2fAIbDmGvjv6OgoHwNv9XdjeH+tCMRWIP+hwcsLpAKt+oB6T95gh66vZUVeZ275sTRuQvElmeJl/6BN923/85+3X3ht+ukbvlYmPfLOU9Lkjs6tgsFrKM4MJjIls3j/p5ovTzbDqR3itWdEkHNdVwB5B9k6G1+A7UakTHgE4ak9wiiwekAfjVVAO37Nth2Jp1wMOYBc+2rzZqR8jla07VevSte9o/izr+J9j1U/8YsSrIeOhVFBN8m1LodWfOMZmTOkjMP1rUgRp7fnWz++b3oyAL+XdIs/2Fplqz17y2ZA41t9nnvPLWmlTTq38gwUc3/kt2Px/k6mLIGhkkA2AIZK0jmftiXAK+doRCbgquc04phkrRg0myRNTPFHY5FmrJ8/ceBO6fc3/7oUwwf222bUiYOnFYgCtvxp3LIkYBBYZeAqk2tgMUAbb64jAH11BcvWk9gOJ45rBgEC9AHK2LInvT3cPMFWAvSXpQgP4L+w/tbbpSPt8O6Xpp3es/dS0SLgwreenqad/9di7/iaafbd3b988+viBf2DLzk+og7pudk2PwYQzzo5VwF5s8KRUxgS2qdKxgxbbiLc1qt2yXgUK5oMAd587cWAYOAB9sLrZZTGSgMjMQyPZuNavSzaW32silZ1SLzl1t6ofA+E/swo3h2QDzlZSRI/xse+gH/81UMdB6KvzXnoiTTtjG+lBQH+ZVCAfzR/1v1pwobPL6+XxY9P6C548tG04qY7lP+8vSzKkPPMEhgICWQDYCCkmHkMiQSAeKDOpMhzZhIzMcbLvs0mHp43h+exhWJICjzMM3nRluumm750YLr9oSfTK7dr/bLkMK9Kw+LxsAI37YKnhkwGKBDwA86VxZYOgLLquabTgKHnroFDe9IBeZ5swBOwtzoA+DIEEG8rbzEDgwdWHCtowCMw2MiQ/tcbP5tO2/DYtPpLNkmHX/qJbtsQ6tW99vTLSvAvvA7+hW311t2dhhUBsOTIKdAOAb887dpoIAk/5QD2GRgMgtjipc3oZ1UHIm/AXZsb74BqBl67BNAD4fSr2eoC3WHUMABsZ3KmN85Vo4FMlNHRDuHbbAxuJ33EmffE0+m09Y8tb9de7yVpuxdcVRisiz+xOmFievAnX0kd7/9GRB/S81M3/akE/zKde+c/0tx7p6UVN95ySMtQz2zR/GfTzMvPS2u86I3d3gGqx8v3WQJ1CWQDoC6RfD9sJMCTBcjY6mByqb4TEMDHpNUTAV4OYIjHzV7r6kTXKL28pBnttMk6qyTHaCSAGpAaLu0YYK9uhAJ6PL6AFmBGN4G4eMlVHeg/wwEo81w8nlzhwsRhBHjGEAjPNfBZp1U2WD0dds9ny61C9z/4QNm/mhlK6xZf4SrJ3vF4b6C4POD7R6aLDv92+vW7z05PPzo7zb73scIY2CNtvNcW9ewG/J7hjxg66l8noNt/KATpy1YF6nIHejkUOBCMCY1Iu2gfYDo85I3iNQsL+UfbRjxGCqOuPg7FNjF1A6a9lOww3hkHeyLGDPDfrD7V9PJmYKgfw4GMQv8YLMLwUs6h7EPXf+f3xScwJ6RF8xemRx8q3nF4/S5p0lobFV/I+Uj5fxUbvf3EajWG9Hrlqbt25TdpzQ2WOfhXmL+9oRi/i+1Rd375iLTTOXcUKz1D/wGPLqHkixElgfym5IhqrrFTWB5Qkx5QA5wgHj2TkQkdGDKhtzPRAUcmNhOdydSk3opMfF5mk3emkS2BoQQufZUUwMo4CE8sPvZQA3yxtUcYXQdWxQd8ATgGcnj5xQcaGQCMZ+FVgKlPBVlZsNfbagJ9B6oZHXXa6IXPT4de8bG03MqFIbEYbK+07mol+E+LsfcVJ/w4XX/G5em8F/9XuveKaXUWXfe3/eya9N1tPp5mP/B4V1hvL/R9wN25HeMff0a/OvpSTpWsCtomVH/JthpHPo7YglV91t/ratvgpX3ULbzxwhgKjId2VzOMbWEYSt8O0SdliSO2RDF46KXxt9XLvfSGjJEVBcZDkDrV5R7Pmp13POJlJfj3fPeP7p+mHHFK2uCgY9P237o+7fKjR9KkyUP/zkmUdfyk5dMLfjEvbV18onOnczq34cWzZXGe//jir3ct3h5lhSJTlkC7Ehj9Ls52JZHjDSsJ8DzxTlkqr+5JBWpMKibl2ErBW9bovYBqhaQDnkyOQI/tFSZWHrM64S2PwZj063nl+ywBwItO2tfvizOMXPpfB33h7QaogCy6C3gxAvQBwI3OAvfAW9X4sY2E8asP2BoEtDEoeKjlpQzN+tDGL56anrf3Vmn6RdeXb4w/XWwZK6l4jSCItxbd9+fpaeOXbBnBXedHbrgn/ezAr5f3p2/4/8rPH05aqTAq2iBAXX0ZOOrEmNc/lbtK6s6jH1up4pl7z5yrxKuPX7MXVrUFOdb5VXkM5LX6dHR0lAZAtB0Arr71ujbKlx4YL7WlMSx41OPSBWOn+gf4p3NkxEnimfFSvs5WJThDpAsZMr7ImnNF/DBcOG2Ug+Eqf/pJ17QXHQ9dq5eper/85JXScQvOTI9PfzitOXX9rkcrTtm663pZXuiHq269Z3rmgTvSChu0/05IlNmfjd10TOfWuZ1/+ECaVLyU3Vd65JJz0qTC4z//0XvTChtPTWu97OC+ssrpxqAE8grAGGz0kVJl4MQEUyWDL+ADHAHwJrv6RBcrBiYioAp44JkSl1EhHAhyNCJAw+RnL3amLIGhkABdBvYcQBKwDmQBv4BWEL1nEPP002PkHpAD4JCVMd59JC2ABsCJr28AiXQfaEOAGX2XdzN6w4+OTmtuUXxucsfObSjjJiyeOor+GNTxmu3SHh/ZP267nZ+6r7vXf9GCnrfuYQDIWtHgqQdOkf4eW2vKgMU/ZCUub3+VyKejANaNQLS6GxeqRO486cAsfo3yqsavX5MtBwM595bUTVtWqVG5q8/jWjmNb2HYRHj9DMjTg5BnPDe2hsFDh4B/FDwD/Asja1vPgHvjsfiMUMYnmTKeZsyYUeopnY2vWxmPyYdeMgqa0fhCvwL801srEKHvzdI0Cm+VR6P47Ybd8pFXpn+8a6viq0qF4dTGNtQq3wD/VtSmf/7w6qNeXd9//snp3rM+nubPvC+tut1L0g7fvrFX6XPkLIG8ApB1YMRJoLov14t21QkcUAD2TWQmNJOdva0mURO7yQyw5+00UTYjgGygiefW5MfAULZMWQIhAfpAN9Ett9zSBXoBGCAYmAQO6TJvLV0GijyXNnS7ur0NwNMfgD1p9Il40ZVBUAX8zbz/Ub4Jy01M77r1pPL2qs//Is28+f50e7Gl59mnOrd77P6R/dLLTm7ufdxs3+3L7Rx/O/XX6fA/fSItv1p3kBv51M/qzJusDsrfigBUsurNi6g81GSnTwYBp+TDcLBiUh1fIk6rM3BM9toKj4Egxh1DrgrCG/FtlB/gbEwkF+1Pz4D30IU6HwC+SvSLsahekT/Aj7SPlSdtJJ4zeQp3r8zkx5gIORoHycZ9oxXYat6uGcP0WP74t0v6jP6grAPpzPG/BE/deEVZjGcLz/tTN/whrbbjy9stVlr3gPemhy86vVhNK1aj9z+y7XT1iPMeuqvzj8MKeUd56nHyfZZAKwlkA6CVdPKzYSmBmLicY1KJgpp0gH2AJrxYvE+8giYvQMJkYoI3OfB8IvfC23mnIPLqzRkw4VEE2EzIg2Fg9KY8Oe7wlEB45+mp1S9e3QCjPKrxEjDj1bPY6w+00nseWeCLntEx+hx7soEuOggAVsF/T5LgBRc/PMJ7nvDaMsnsB59Ip29wbNruX/ZqCf6D/8s+/5bk6C0BtY2AbZ2Pvt/KqK/HZ4yTLXDtOowgeemvjIKocz1tq3vjjfZrB9y24lN9ZqzSfrEVqvqsp+vw+APjVhfoTYyhPaX1XJ6hd7z5ISfjK50MQzMMLzomDkPCc/INI8t2Iu1kLI6x1nNhzQjoD37N4jQKV29lV56BNABWKL76M2HVNdPCpzrfmeF9b0W+0nPrCa8u/t33z+V7Ax3v+2ryMvHyaz8vrbbT3q2StnzWcfTX0hPX/CYtmjc3bX/aNS3j5odZAo0kMK7ofJWdnI2iNA675JJL0j777JOmTZuWpk6d2jhSDs0SGEAJ8BwB/HUPVT0LkzcQFBT38SKbicfkYDKLvdDx8prJpjeTY+TRzhkoAP4Hi3+jMviixuUf/mF60y/+X7rgtV9OU16xdTrwpx9oFDWHDRMJAPX0N7b5AE3APG80PTVk6wPAHOAPXAGb0gCKDAfhwCvgBOTyngND+HR0dLRdU2kjf8Zy3eBum9EwjRjglWzboVZglQOBfG1/0ddjLNE+ZN/MiFEGz1qBYOm1LQNHHsYRQL4nMvZZ5ZDGmIds1WknrbjqRB+Vz1Efu9SNgRjgX362+SgfQ5PRwiCSX/Cit+F4YSAwVsXti7GljK1InW2Hq8pW2awqkGW726vk8ejvzkt3nPLOMrvdfv5UeuqmPxbvAryw+Hf61qtZN3/45SX45/GfUPyD/a7/u/jF3VYFz8+yBIZAAt03Pw5BhjmLLIG+SMCgHXtOXbeiKvg3cQL+gJNwkwxvpgnHhMQ7ZGmZUWByq09wrfLp7TMT32Dyr5fn/qump98ceXZ69sln0nkvOak83/6za4uXMb+W7vvTbfXo+X6YSIBnNQCVrRdAFeAJzAPyVgmALsBMnxAO4CHxY182gMPzSeeBMKALiNMfxJMe71Ykvv6CT3/Av/Lrg/IdKMKzv8QrTl7k2IxivAEayc6YUidhgHa8OExeHAwo9sM3ygP4j+fAtDwakfa1jctZ2wPZwHWVOEjwQFY0kJVP9SN3IJyutAv+pVdmdQOUG41ddCJ0VXxjLL3j4Wc8Sk/GDNLQS2Mv0n7K66gCdM/ULRw27hsR3j3pgDYI3owydSETZaL/vaEA/+MmTEzTT/mXtMJGW/QI/vFf88VvKrf7+FTnxFX7/sJvb8pajTvz9+enWVf8uBqUr7MESgkscZNmgWQJDGMJmLRMLCaLdicwE7eJMCYZEw8Q4t6ExkMHHJmsTGQ97TEexuJpWLRnZy8NVES87efXptsKQ+CNPz0mbfHGXRqmjcBFCxelmbfcn9bZrv29t5E2n/svAaAJxaoX4wBod6bDjFj9AgF5vKl0OcAnnQZGATDhABMDAugE0FyHN7ZkUvuRhse4vwRsAV3K2Cq/Vvk889icNO1HV6dt3v6iNGnF5RLvsfpY0VDOvhBArEyM8yD35MUpEPv5yTgApDElDK5IE0YY+WsT44rxB6AHio1ZVcdEpBNPWkds88Hf2NSM5FEHvuTrAHDpivJre3zIBk8v6NILZXId5QGkOUIibjVf26CMl3SoXZKvQznpqtUVdVNm4eF1B8zpAi99vf3IkG46yKZO+gWe0vakn8qBYvUsxv3YglTn3eze1p9nij/+em5h8WL6lReUx7ZfvSqtvEXrMXT9Nx5Tspz30J1pyrtPacZ+UMLvOfuT6YH//ULJe6P7bk8bvfWEQcknMx2ZEujbqDky65pLPcIlYCm3kReqUbVMHAACb5ntESZ4Ex/PkskxCJCqTz7xbKSfO161bXrpSW9OK669Snr71f+eJm+2+DOIheN0XPHHTjeefeVSVawaDSbsr6x8VDp7+39PP97v1KXi5oDBl4A2AJjCiwnI8RrblgNQA1g8zyi2VlQBESAlDhDkYAQDQECzvgRcySOM5EY18hxA7A8BpVYhwljpDa/Ljz8/nTLuX9PX13x/uvT9309fWemoNPfxOS3L3C5/IBAIrToVjBPkRr5k7yAnciU/ILsuD2MImVb3/fPIA6qAtrYBQIHtKgVf+ZMPoM0hwcMvfiMytvG6Vz3vroF7ctbe2izaXd6MPWOfQ7kYgOIwUoSpT71O8vZcfsqi3vTOuUp0p06MEXmqk/FWneiwejGwguizuMKVJ4is6Wmz8d7KlHqFoRvp6mcywFsZyNghrXaKPlVP0+h+zvRrS/Df7Vnh0X/k0u91C2p2wwjY5KhT07hCl4aSZl5+fld2933/M13X+SJLgATyCkDWg1ErAZOyQZ4Xz2TEE8XzZVJqRO3sxW2UbjiH7VG8sOlAR07/Qnrw7zPSubt9Jq28/uT0uvPf263oP3/LN9M/f/y3NOWVW6c3XfT/0u0XXpMWzuvcInLnr25Iv/y3M9PmB+yYtjhw11KmMal3Y5JvBlQCgBCQFF5QOg1QAqW8qTzR8clPGfMoBwVwA3qAU31BugBV0jEeAigCYPoIgAioA1iIp5Uhrd+0u1c+yhBn5Qboeku3X3htuvqLv+pKFv83MOuWB9Kme2zWteLRFaG4mDur+EfkiRPa/tIQmVQJOCRH9VVugDXkKm4YBuQT4ZE+tupIx+DynMzi06T1vKQjX4YBZ4RtPsYhIBuwBsC1n7YElIFXQF2ZYlUIDzqhjYOk0bbAL6NFe9rKJR7+8Z4IvupJl0LHgoczPtIpN2OGHqAwMmc02MOPPxmpu0Me8f4BudBngJyc8RVHuaqA3HXoaZlh8ROycE/O1X97jjj1szag1w5y6Cs9cH7hRS/KXjTKEhbFn2/N/MOP0yZHnprmP/FwevqOf6TVd3vNkufD4GqbL/6u/FTpuInLpR3Pvn0YlCgXYThJIL8EPJxaI5elTxLglTJ51Zd0Df4mGBOmicsEUJ1kFi2YX3yO7Vtpjb3emOav2PnipEndRGq5nyfQJGVyGu0UhkHTehYT8rgJ49Jzxffbd//mQWn1vaaUxlT184lN0+YHAyoBukwneYuBwtjCVs8EsOfppfO83HUCMoFEYDD2UwNjrhnKAdiBN30htsHwNgO0QCNAh48yDAbNvPWB9N2tP96N9daH75kO+P5R3cLi5uHr707f2+nT5e07/v7ptN4uHfFowM5kQf5k1BuqAthqOoBZOxqfYqwBmo1f5GxsI2ftzphwDZSHgVbl5RrYxc8YxojQ9tIE4cmAoBfaTr7C5Gm8a+ZVx5dxqK0BfAA9eMmD7qDQO/JhQCiHutAj5WdI0DEGTLsGJQeOVQg619sxR97qXx37Qxbtnuc/9lC69vDOT8V2HPvtNOMrSz7fudYrDk8zL/tByWqtvQ9Lmx9/9lJslYGxpC17W/6lmOWALIEBksCSUWGAGGY2WQJDKQGTZxwmqCqFt42n06TF62QgDrrmLeuku8/8aLr+nZun+ff9sxycDdAmeIO1CddEVyUTa6Ml72qckXi99nYbdRa7AAV1euvlHy1fYgP+U/H48T/d07VVoR53KO4XFqDm6umPdNsyMBT5Doc8YssE4E6fYzsHgOS+2gfCSAD2Gm3viNUDII3nGYgDBgF9QDD0PFbP9DPe6ltvvbXsG66BMv3FlpnBoLW22iC99PNv7sa6GfgX6byXfr4r7o/2XbJtzXssl33ovDR/bufLsV2R+nABuPYW/MuGnIFsMqu2E1BL/gH+GW3aFQGtDqCRg8MqgbEM+DeWGaPqpF2kx0+bVsG/NNrTwfPvuXIZ95yVpRkphzJIa1ykgx2Fs8QR4F9aegj0A/wzinFUnd0zgBgH6oBPgH96xhBpReLIP8b0VnHrz6SRtj80aY310m4Xzkk7/8+9ad19/qX8DGjwK8F/sR0Izfzd/0Rwt7P667v6YqYsgeEigWwADJeWyOXokwTCIwS0xMTTiBHgbrK03zVo0bzinzqLF7rQU9f/rlxe51mzZcikydNpsgoCdAJwRdhoOU9cflI6bv5/p9f98D3pgPPe01Wt7d/90vS8l21V/AnUf5VhG+21RXrd997T9UWSrohDeLHJ0T9Ke3/mV2m9I36Y5rf5j7JDWLxBzQpQ46F1AFDOACH95lUNQOgakASsgK4A89XCAXJ0GmAUR9+QBrgF6OPrWXjiLy/9AxiVJyMBkAtDA++egFw1f9dVg9y9l85/9qZvlHv+vfSLdn7/q8qzn60P26PrutHFa779zq7gV3zl0PJ6zkNPpO9u84l07dcvLd8fWPhsZ5/vitiPiwXz5qf/ffUp6RvrHJMWPNMzuOMx5wF3NCKGAZAILALVDAPbbQDY6pYfaRkSjrqTQtuEXlTBPx2Qv3YzXjIiwuhwzxiI+0ZlE4aHdMFfuehklWJ1guNF/urhbEVJezMK6gaDrUp1IzV0g+HAWJXetSP0vZpvf68jv2Z8xk8stjSt3vknabv88IE0fsXKP2cX24HQRm8/sTzXf8ikozCUGNiZsgSGiwRG/96G4SLpXI5BkQDvkskSgDGpGsRNZEGeAUNAC2BfnUQ3/dCZ6c5T35WWX3/TtGj3N5WTCsBva4XD1ogquZdflUf1+Ui+fvKemWnWtAfTVgfvXlZjne03Lu4fSFMP2q28X3PLDdLxz521zKt44z2PpcfndHpxZz/1RLrkqhvSvi/avpuXc5kXchALACDyJgJewBpQgYCj0H+A3bV4wm3V4I0FyDwDtPQHoASQs68cQBMHuKLjroF5BjbPsH7hDJAyFBgI+og89D3GNyAoX/2j+oJqWcAGP7bu6Z/KGNtZfn7Q19Pt/3ddSoXD9twX/Ec64vaT03IrL58+vPDM9OhN96V1tu/chtGAXRm01SF7pLW23ah8d2X9XTvKsPv/PL08L1psLD79SFH2jZb0baCWEcSYaeRhViegXBmBbeUN0HvmVh9PT949U3HTT173lXTwJceXeTX7kRaPZvLRrtqU7IHeOoXchWtX4119r7yyVcfA4AH8GwPVtxEQDWMBT4YFeUQ9gwcDkY7QH7Jyz6Coyo0B4lBP5WBkypfuAv7yrxI9Fh719dzBUMBXedyLR3fpm/bwjO7Wy1jl3ehaOZTNCgh5I3VSF/rOGOqJpNvhjBuK/fXFCsqGz0/bfvUvacGTj6QVNtisadLQ8aYR8oMsgSGWQDYAhljgObuBk4BJwcRtsjSxAin1idUytUnTgG1CQze8b+c0d8ZNaaPDP5l2v7gTTAIyJhqTkK0OjSYVk1RHMTmPNgL+z5jy4bJaL/jIfunlJx+c1i5AlGO40bYbr56mrLVyunvmnLTuisVXbVbvfMejDoKGW7kHqjwBhgK4BF/gnIHKk+qZ/kCngXR9BOBBADeA72AQiBcEFOorAC95es54DgNbPOBL/8DbAYjpF4wJIAqI1Hf0TUZE3YiOvOIMjAXwFLbuzlOKl887DYAn7lqy/W5cwbcn8B8865+s9anbKXs/P939u9vTbocu1w38S0M+AVAB2yqpn2fkTq7qT0Yxzmz84i3SzT94tAC3Kd116c3lakArI4A88SCfar2reQK2jbbiMLyAeEabcjo72iUrRvI1DpK76ypwDz5WOemA8tXlQQbSaGNjq3iAeR000zdypSsMBPnJF0/xq/3Vc3qLn2vGJHkjedEv6a2E8PwzMMW3UoWflSr82t2WRYbKZ96I+tFl7eJol5Zbe6Ou+UOaiSu3/6nUdvPI8bIEBlMCeQvQYEo38x5UCRj8TcSAigmgkccqlsN5e9DM3/9vCf5d3/eDz6b5j3f+8Y6JzYTI62RiMCEMRwKyBoJMsCZcdf7ryRen8ZM697Be/YVfDgT7QeNx4z3F1pYC/KNffOaQ0uirgolBy3iYMAaeeFVjW0i1WIxXRjCdB8gRcKR/0H/9QzogS1idgDr9AHAP0MtrGXvDgS/AS58DnIA7oJT8eWYBYyCT0RHbU3h/G5GVCDoIOOIftNeJB6Z1dixAeAGovXPiy1N1su3mO8//aLlN6LHbOvfK1+PU7zdd4TPpZfv9IK38+Fnpkd+c3e0xuYR8uj0oboBPZfR8q622Kq8D/Iu7+5cOTGu9cJOuZIyAaT++uuu+eqGvxf776vgCdGon8mxF5OSgA30hYFq7SW/1RZ7GujqpLz2qg3rx6A/9w4PxCIyTX53oFx0EytWLEcmYohf0iOEQRC4OYxv5kAf+Vps6CoeLPJ3pJv2ic+QnLl1lzNa3DwVvZ3o5oxjX5Y+0n7JVxw3XjKmqQVxG7uMP/e6NMdHHbHKyLIF+SSAbAP0SX068rCXAw9hoOTvKZaCvgqVVt31R56Pipa1FhVdp3CqdX/IwiZggAtyEwRB8hsPZZAeAAWf9Jd652P+943v2TvF5xb2/clh/WQ9q+hd+8qIu/od87YoS7HYFjJELQK4ZCNQfgCFeTiAJ8OI9BfykczTzytsCESAe8GUgAoiAGOMAQNNHAHdgKcAowI/kIw4+wmzPEB/QVA4kLfAXwC1AGY8sYIiWn1x8frT4nwp041lXpjt++Y/y+vKbHkirvOPc9IUdP52euLOzD5xZ7O1vh8avuMQ7O27SEoND2iowbsRLXQBdALQK/sn30ZmPpj3PeEsq/mmh+PRo53S6/p6Nt4FwWBirAOuqhx+gBWadW5GxTLtYRXAMBGmLaIPgp57KSC6NKMKdGZPi14m+0Buy09ZkZYxlpNKbahoGgvGW4Up38aRfdKkaL/IgO4apOPjTbUczIld8lQPJnyz1EfqOYtuc1Yf+Ep7GV0ZWpiyB4SyBbAAM59bJZRtwCSy39sZplx89kjb9wGlpna/dWAJqIIenqqPwMplITCzDkYCngSKeNGCG984ffZWbmAvma229tDdvoPIcCD5ffkfnOwp4ffKgHQeC5YjnwXsaBEgCWw5gk/Ebns4A4RG3euatBLj0BfGBMQCesQC4ouAXqwfixApBeIaBH2BLGmHyVJbwNPMAMyzwBvScGbRAGjAKDO7+rTenhYtfqpTvBft/OU2/9u50wMmXuk0Xrzk5PbeoWCIoyCrB7f93bXnd6mfH705L41co/hn3Xz6b1t770DKqsgJ8Vfm14lF/pu7ks+baa6WDp306bXPEXukVvzoiPfLMY6Us6/HdA/B1Ayy87eTREwHQgDeA3R8y1mlncmewDSYB9zzrDA1GgHyBb7IXBiw7lIVhQx8cdKWRztIZ/wEgLuOSkSBuM8BNb2OVJ+pJ1+l8tD2e2jN0O+L15YwXI2UgePUl/5wmS6BdCfRtLbFd7jlelsAwlMDElYsvp+zzr2lOsSz83OLlZsU0cA9nYqSYWHiw+kuAiImxizrxVJpbvCA5nOmIV22Zdtikc9Vmjy3WGc5FHZKyATGAT7Qnj6h2DYDI04mAK152YDMMgihgbKEA2AOs4wNkAWA889KhqufaXnF8gShplQGIBaytUABndNYRYAj4ZcgyPgHZ6dOnl8YBoxsAA+qefGZ22ueX70m/3e/bUcQi3yU6f93zN0xvvbv4zv19j5XPf37QN4ovWC29VagrcXExafLaabefdMaPcCtg6q5OytiI5tx2Tbr1469JG73jP9L6r+v+x3niM6SB16eefipt89FXlrLQJmE0NeLZKKzdFccw3Mm6v6TO2jvaph1+vOjaHKAPHWuVjkEK6Btbw8jUzvTDOMbz7h6Ix5NhQEfoqrBYbWiUh+chZ4AeyaO+OiYOY7VKHD3aPsZ8ZaHvsQ2LAUI2yhR5VNO3ulbmjsLAqhK56Sd1468aJ19nCQy1BPIKwFBLPOe3TCRgggA2qkvnBunYz1otlEkkyEQEsAjjKas+izhDeR4I8F8v787HvLIM2vWDr0rbHP7C+uNhdw/4Z/Df2Sw867yo4ckUCvTXwVnEER/oqhLQBfAAa7zw9Dy2S/DWA/qMgLruA1UAje0xyHPxASeHPPW3almATVtDAti5B8DFcc1Tu+DOp9Jv9vtWyXP5tVdKL/vhO9N6W6ybpn/9zWmvLddNF3/s1emgC44un/t57feP6rruzQUQqA7NwP/CubPTTR/cMy2c80S6+/QPpqdu/nND9srMQGL8GE+MKwMB0BtmVgTWeWvTvqwOagPGIoMQD4aMbVyIEdeI6A6QTFfaIXkor4ORaGsRPQHSPaNb7rUFQE9nZsyYUeoCnWZE0qVGJA2edIxhFCsa4gL3zd4/CV7AP97mBWdjPWOaDtN/MsCnv8SIVk/9bCD49bc8OX2WQEggrwCEJPJ5VEvAgG6Qtz2h6gENIKLyJiJHeKx4pgza4dHk+eIN4hUaLXTV539RfB/9t2lcsef6vj9NHy3VGjX1AIJsbwAy68BPJYF9oLPRs6oQAiABeYAOoIc3T7xngD8gDEh6ZgUAAbb6COCi7wBdtqEgIA4AC9K/ADjxebSVCQhjUADFjYxXAFw8ddTPeGGvOOzcNCF1+qbmFF96mjR1cglOAexff+I1kV167/1fTvMef7rYtrZhV1hvLhgd6h4EqJEPkFoaLYvBcDyfsELjFULAVfsE9dQWES/OYSSFNzrC2zkbr8iXzOlBb73VkYd6A/XKjgfAyiDT3lXS3oyAZkZTNS49olfaPrzy9IqxqdzCrPwYjxmYDElhDjomHzpKvs3ImCwPedE9hgw9o+OutWN1vK/zEY/e+XO7cAYxSOklecQKWj1db+6VAT9OqJ7aWD9T/uq81Ju8ctwsgd5IIK8A9EZaOe4yl8B1M4oX5tr4w50oKG8Or07sQ20G3sXjbTKhmJwAIROgCcuAbEIyQQEHI41MosBZI3pm5uwS/NtT/eDVdzaKksOWoQQYoHTSuRnRz3aAHx0G3IAaYAnoAx4BngB6gAoPffBjBOsHAcJaARN9BdiLrWXyUTaAzrlKdBL4Qvg7GCP63S6nvj4V34Upnx30raPKMleBevmg+Fllg9X7DP6DR/UMhALj4TmesFLR9zee2hXl3nNPTM/Oat4OEZFMHe0QUKhtYz98O2mqcbQT+WqXaLPq83avGTBWc7S/tgJawwis8qAHPYH/GTNmlHWiX2R51/QZ6d4/3layUUagHw/ydg/0MjjIgJFH/5SB8alc6oZn/X0AOqzuyiyd+MC+w1gdxkW1/PVreh9yA/gZAc4Mip7qWefV6p5+hwOqWTy6QAbqqn9kyhIYbAnkFYDBlnDmP2ASOOXCf6TP/Pj6kt+NX3pj6lhn1dIYuP3BJ9NOHWstlQ8wEV5Jk0crT5C4Bl1xABETkMnOBOHLO7xJgE1MFktlNowDgBFyMEmaiKr0spPfUn6/fM7DT6Z3XvuZ6qN8PQwkEJ5l4Ka3xDMK1AV4l55+A+aAmTNdR3Qf6EH0BYBiGACn+EjHeAa4kP7SyBiI1QE8ABr5hwETdZGewc3DKw4AF8BQ+Gp7bpRe85ujS8N0k7227lpxkG4wKepXlfW8e//ZleXjf704Xfe2TdIu5z+YJq7a+J0BoDSMbdexGqCuZFEn44x2uPHsK9Os8f9ML/zE6+pRWt6TG8DcX2LohRGoPNVtWr3hbXsQQE8/jJfz5z2bztv806kwUdK6O01Jr7royLLd1Tt0jg4aX+kBolfSWxWik3TO6pNz1YHjuXBOGc8YLGG0hFEZKw34AvbapN4OW265ZWkMa3cGIH01X/RGrtV85FUnfUj+6lYfgyOuOjC8tOlInGeiHvk8ciSQDYCR01ZjvqQB/icU21X2P+mS9LMPvzLtcsKFpVyO2XfrdNJhu3WTkcHWJGRCqnpUGoEX8UxCAWCCER5WDywTNxu4I+5wPQMh6mySr5M/WMrAvy6V4XMPCDDcektADA8sva1u08EngFN41YEsq2RADGAGVAUIAUj0Cd5UHltpgHTAXbnqWxrwALLw1OcAKWd9C0XfA/o8A/qUE/DS18JIGL/++HKrCAOEV7ZK4jJOAlxXn7lWNnUIQFl/3uyeoRT5R5yOY05LM77+vs7bxQaSVYBmBoAyGUvUM8pnywvZAYABsoO/862fvzzdeNplZZB/KX7lMPgUr7boC2kX9Qdmtd3dvy++vrR4O9fD192dzt3y39PuXzso7XHI3qV8yIjcq21MTgCzMtBD+otX6GuUKwzHMGIjPM50mi4wGug1HnROnoycIM/kH8/wC576TxgVEb9+tpKlvHSnWVwGtfq0ckJ5XpVDPZ98nyUw0BLIW4AGWqKZ36BJ4OTDdy15Lyy2q9z96JwS/E+a0Lk/9Ou/umWpfIEOAAZgmFEsq3oPADjh0Tc51KkO/uO5QbvRxB3Ph/sZUDOxBCAZ7uXN5eu/BAARYKzu7cQZuPGcvvPU6xtAWBgbPKrAFkOBIQHQAdRWDYD/APfS1Ak/fUsePKpAFWAEEHvZUl76H8PBfn/9U37iyxMIAtikYXjXt9zxMMfWpapRXy2HMgJ7yt4OGSeiXvX46+737rTzecV7AYd9snzU8YFvpZU22bYerds9Q7sKMF0LY0Q1ovuuLLbHLBblNV+9pFGUAQsDiPtDturECkczPuprrNH2a+22cdd2LvEnzHkuXf2uH6U7r/1nuQWskQ7RM2M2h0tHR0epm/SAflZJPoyDeng1jms6Rf/oHJ7VtqnGtf2Gzusb2ovRRp/VuUrmEeGhf+TB8JVHK6LjyjKYpAzqoTyZsgR6kkD3HtVT7Pw8S2AZSuDo12yTvnPkXt1KMH9h57aFw17cfRncpA6IABs8PA4TgIHRwA3EjCXqaZIcS7IYLnUNr/hglAewtoWh0aoVgMMgjH7hDGg5ABSgjFdTOCMBL+AcIAfMgS5xG60o8fwCf/oaoATIORBwwqNaJ/wZ2FUw6JqHVxmqJE+GjXwAzEYkXewzj+cMhyhHhMUZ+GcsqLMyziiMlCrI9QnRjd/2qbT7xc+mdff9t0jW9lmZGTuN2gKTt17+0eIPDTrZrbnVBuXY9EzxcvNZ238ynfOCz6RFCwdmP7g6qVsj50c7ldGeZERePRE9KvVks03TCYu+l970yw91JSlG4PTMos7/BAgQHQ+BV8RjbiUACO8ryd8+fmXBlw7QDWe6I6wK2ukM4yDaSbvRTbrs/TArOYgMGMQORHfFdfREHFCDSQxf5XPOlCXQkwTyFqCeJJSfDysJfOeyaQ3Lc8Au3b9WAUAACQZ/oMVEAwQDJ+3sb2UgmCwBEN4nHh/EG5opS6C/EgA4eTqBaqBkWRDd1hcCeOsrAIrtDAxlIB/4QZ5VV8HqwDzKH6sF+o5+J56VAEALgOSBxgsJ0y+rK1PCAFXhQAyvKRkF6cPKAZABsspYLwsDxxGEp1UDoM+YACBJo3zqCvgBetohtiPJp92+ftVJF6UrPn5B2vKQ3dPrf7j0fwVEOZqdn5jR+TK057NufSA98Jc70g9e+NnOVYFx49JlH/yf9KpvvK1Z8pbh3j1QP/UxpjlHe7dM2OAhYGw1tCrbBtG6grRrtO1m+26fDr3y4+nit3+7+GzrkWnyDp0v9ypPEJ2LtldmfUTbVd/JiLjtnBmbDAhn7S4vfc59bFOL+YG+KiujwTP6QEeA+tBJcrOiZoWKLsd2HteMCqsHDL1mpCzi0rt2ZdiMV7PwWDGTR6YsgZ4kkA2AniSUnw8bCVw/Y1b66+1LJksF8z6ALUG7bNr9JeDx84pP2l15Tlpz/6PKrQcmkVj6BSyAilYeGwN6TEY8Pby1JlCTh+tlBdqGTWPkgvRbAmGk9l2SagQAAEAASURBVJtRPxjUwSAQZMsYHQ/w34y9d2v0CR75KgGdvLf6kJUDQB2I4o21oqAfSicc6AO0Y/tdeGqBL0aAdIxv8YEzZ558AM1z8XoiIA9wU171jZdU9W+gDDC0IoKqW00YClXjo1E+j932YAn+PZt2/l/TjHe/NHW8qvUWoTqfdbYv/mxq4vi0qPhXY7TB7pumjfbaIt3/59vLfzx+rqhnX0g78NYDnR2Ljbl2nB/N8iK76ku4zeI1C9+4qNORd5zS7HEJ0ukCAA4g08V22rcZQzpljKefwDrwjycjlC4FGKcP9J0+zSgMAYaiPhDGAl1TLkaEFWX30gcpK+MoVg4ivH7Glz7T4WakbFYa5F/vm83SVMPpcn/aqMorX49+CWQDYPS38aip4TYbr96tLvedfkg69nt/SUe/Zuu08Vorpyf/8ft06wmv7oozbuJy6cbvfS5t8LnLyokE8DCpmxgNxq28NeLyPhrsTaIGVuDApGDCcO95piyBvkiA7tCx/gCcvuTbThqAqQ7q6+kAGf3CGbgE9gF8oAVY4llXR6AKyBePQSEukA9860PAuT4WJI64eIhHRoAa0AQYAuz6L0AvTpD+XOUT4XGuAnkrCICgNDzN9TLgDejJU32UtRkgW3nDzjFp/KQJadH8helHr/5iettf/r0A8Uu2JJKFsqlLIxo/cUL60LzvpLsuuyVt/OKpxdePxqeDLz0+fXfbT6Tnv37n9IovH9oo2VJhyssLzTkRhhZ5VoGpug5nUu4wBqvl7kuZAXbtB9zHyg5HkPall9oU4NY+QLO+aL9/6AMvOh7kiY9xn4wdQZxJ9CMMhAivnuWPr/mjJ8eTcnI40c/+rHzoI+o33Nu7Kqd8PfQSyAbA0Ms859hHCUwqvGRPnv229Nsb7y/+EXS9tNLyE9NZ73tJF7cu8D+hUOuFC9JzC55Na68wPq254IlyMBQRKAEkTAKtCPgwEPPumARMSrFdwOAMOAw2ATuAWDPgMNj5Z/6DK4HhCP7brTFgEdsjrIoBOIwAQAhYCuMYyAe4efGlAZaALsQbDYiJEwQsueflt4oAbPG2MiL0O/1Wevx5a6UHrPAHsoXbOgLQ6bdIf5c2SJ/Wt3haGS0BtJQNoMMP+JOncgjXD+tjRgm4H7o/vfGmE9KNn7ok3X7B38ssvr/Hf6bjnzurvJY2QGVHYfwAeORmj7u85KO+QH915WDiCpPSkdO/EEXuOj995w3p/vNPTpu89yvJuwlVUh9jlPqSrTo7j1WiS3SFHEIftHfoDX3RNtqYrpAb0k6hO8B/6CjnEVBdXRnTvvIhd/rved0Q5TSSh3J4XiXlE1+fQXRP3vSjr0QP9B16pnxW4epl6ivvnG50SWDJyDu66pVrM0olML7Y8vPqHYpBuAD/dVptx5d3BhXgf7Xd9iuvxy+/Ypryov27BlgDrUk3vEwGSGDfIF8lg7wBmxdKGt5CXhWDPMBgEgEiBosM4CYcgAEQyZQlMNwkAFQB5/qI/lIHyFFe/YSRAPACWQCOtKgK/vVBz/U1xhF+wIvrWJFwtnInzEpBHCWILvqpPsNw128YAry2vPnuqwQc4VH1Mkur3+nnDHzGBEBm+4iyMDIcQfIuwWExFr3gQ6/pDO7EcRGlrF+kB/aMN8qkPIBhvVxdCRtcPDvrwXTj0bumWVdekK49dMO0cO7sbrGAVR7mOsjsFmkY3ZAF4NyM6EF/SBvTT7qmreOsLbWvOUAYuTmUhe4oF6KL5oYZxVhvtYs+0ZEA64C/azoqjbSAfp0YwOLQpSqpn21w+Acpp/iRR4T35iy9OQp/ZWbkZMoSaCSBCScW1OhBT2Fewjr33HPTMccc0+Xt6SlNfp4lMJgSGL/CSmnWFReUWcy7//byXC7WLpifVttp74ZZG+BtMeCdDJAhIkBjkgAGDOye8RwaWE3gBnppBmslgMcGuABQquVqWIkcmCWwDCUA0POsAi+NyAoWXdZ3AF5AWFg9vr6o3wE/+h2e7qURXzhjOMC+vgeEAe1Aj/j6S6w04CE+IMSYr/ZVeQPwQKLyA+P6t3ve1wBg4QQABoE/Z3zkoRyuAfzHn5udVtm++Nb77OfS6y89Nq00eZXS6Ik6AYicB4Am3mQh/1gBqMpNncSvy2fOtKvTo7/9fvHFoM4tKOvu9640cZUl2yLxVX/1GQnEmNJG6hkOmSi3MZfs1IkOtCJjMa+3uke7WZ0Bruldtd3xibHctTaUzlk+4Y0H+N1rB21Nv/DS1vKiK/RS3srO6MKjkedemUJ/5Rmk/RnG+NNRfPBQb3Kp1ifStHPGT37KqMyNdKwnPuF0Cnn2FD8/H5kSGBkjxciUbS71EEtg1pU/KUb0Yo/rosXfYx5XLHAVqwGrxspApTwmWQM4j5lJHniok4k0lnRjSwNvokHahMAQGEziNcqUJTDSJAB88fbTX30FIAmPv/4E9AAnVQL4hANCQDjgggAxnll8eG6BI8BIfwXaAbTwrOvH8gKy9V338sW3DgKBcUCO8Q+MA/fSeBm4EejBy/YmwMh1kPwYBY6NXjY17fyWF5f78OfeteSfx8kjVgsYK0AjPtV3GIKfequzOvFeV41/Toz13nBMeujnX0+bfeSctPx6HZGs5Vl+PMFkXwfaLRMO8kNt2KhtZKv+IbNGxSBTcoq2M57Ti2hnctbGeIhTJ/G1c9XIIhsHw4ReOcif3olLfhyfykwHzAHO9NzzRuC/nm/1nrFB3+i3uiivNtcH4uhPe0WZq3m2c00HGU+oo6Pz08DtpMtxRp4EsgEw8tosl7iJBDY99ttp1h9+VD7d9ht/Sw9ecGpa8yVvSpN3esVSKUz+BnIDrEnCwG5ABz6AAgAF6EAABTLJm3gc4hi4pTUxZMoSyBLolADwD5zrLwBNlXhV6x5d4AdYsUUC8AEM9T0ATJhrIEufA5zxDe+ruIxz4C9oRrGlAogBsAEZYBJQl4c+q78qgz6u/4dxAQziXQX4wdO5GRhjODgAQKBOPLwAR/m4Nk4ou3Kpo/IKUy7Ghzoon7JIg18V/Ec5NjnqS8nRjGz3MF7hG8S4IksAs1kdIu5QnbWJtuCdbkTqwIttPG5E6klueIhbBf/ia1vAn7zrRO5elvasowC42qxK5gG6huiZeSI+GEF3zB1hVNS39QQfc4Q69iRv7W1VgcGivZWL0WoFoFHZg7+6k400rXQ24vf2TBeR8mUavRLIBsDobdsxV7MJK6xc/llPVHzz48+Oy6XOBlkTs8mDx8eAZ9I12BuEDa4mAvdAhgGdF82EYVA0uBt4e+v1WaogOSBLYJRJQJ/QNwAbADwMZGF1QKcf6WMIaGM4AD/6GwAkTD9EADVAhQde+iveAVbEkS7O+ikgDNBLpyxW7QBsgEtcY4BwQAofwNKqYLVfGw/cew54hccXoI/3gHjZ5QcQGlsCVOKPlCNAuTHESiJeygJQKlesCKh3tU4lgwY/8T5CpCM75eHdJiuAH8DGi4ERq5jBasG8+emcXU5MM2++P7379pPTGpv3/cXT4NnuWZ2VD4Ang0ZU15VqHABcPbUjfSHTOjF8yFUbxMqAOKET2j/aqZqWvOiudpCumhYv7dsTaRt508+qcRrp6H3oBj1W/hmF4Rp6JK1rKwQRT1p6z4DUzvSakUQGdLJRPpFfb8702Mvj5NOOHrbDWxmR8mYaPhLIBsDwaYtckiGUgIEtJnleSpO5gVi4CSm8MQEUTDYmLYOvCdfkNJa/sDGETZWzGmES0I/0KSAIOANU9B99B3gKEADkhEce2NLngB0AhNENIEZcIgCQ9E+88eXJrYMUz4Em/VmewB4Q5syQYMQDd9LLU15hVCinsleBJ1AtjbKLC5QhwNrKhfIzGMJoUGflUsYAbrYtyZMxg/AJY0A9eeeBN0ZBAHc8gERlAvqCV8mg+FEe6ZDn4gH4wvBkyEgfIDnk+PevXdL5x2KnvT3d+sO/pJnFH4+h727z8XTcvP8ur4fihx6Qe90oaTdvMoztM+rYyIggU/EaAWPtQ7+mT59etmWj9NKGcaWdtaGwdogehT4xIOkLHsqqfegEPcOfziL6GStI9Fde1XbX5vqAOOpEh+iJYzAoytVf3upiJUU5tZl2zzQ8JJANgOHRDrkUy1gCBmzkbJBCloENgiZlg5gB2OBt4jegtzsZlMzyT5bAGJMAr6T+pK8APMB6FVzbKsQIAL70K9RR8eQCreEN1/8AXeTMuwvgSh/gtny4+Ee+4fGXJ/6Ak7LgCZwB7Qx8z2NLB5DuWZA4+r0zAGM8iLgcCIC2ekYaoEyc8CwzNIwjyhoGgOfGGPJwdBR15lywEmJMYbAwBpRTHaStGk7Khj/AqEzVvAFKRoqVCPyUFfiSz9UXXlGA/x+k4qOj6dL3nZte/NkD071/+GfxCdJihWDr7l+oifoP5plM+0uhN4344N8sD/oEkIennTFgNRiRKbkDquQonjGfzmmrMLga5Rlh2hAf6RiQrrWjtPjSE21i66n2027C6DIjUp+QV5XwoDsOxjLjlA6qY7VfVdMMh2t9Ub3IPIP/4dAiS8qQDYAlsshXY1QCwAlPFG9LgHvgxIBrYAYSTKq8Rrw5BnRkkB8uNGf6tWnujJvS2q9823Ap0pCUQ3uZSNtZlh+SAuVMSgkAOkAUcAOw6EfayTXS5xjW+lwzECc+ICxNRwGGAB0AIgBTdYUAWKYLABsQ7d61rRL6LhASnmDxYgVBOcVVhuBdFnDxD150CygD4PR5YcYH3lxlkQfDAtAGyj2PeqqjeI2MFFnw6Kqn+gGA5KFswBK+wuTRCDhVvdY8/+IxSKQ3nqk/UjZAc9HK49OzaUFacfxy5T8M7/rBfdIaW6yfHr3pvrTXp99Qxh3qH8aVtiGzwSBtpi3CIJMH2ZI72ZIRPWKA0YW412bRhgw37actxSPf+pabMCTxDHId+qJdrSDI25Yixhl+2ks+0Te0KXAfxmLwcgbyY2uOMkgT4eXFMP4JXexrERctXJRmFatVa287fObcvtZlOKXLBsBwao1clgGXgIHWJNDMEwTMAwgmIoO0ewOrgdqE4DDo8xQZlA3aBmyT6rIg5QKsTCJRpzm3X5Nu+sCeZXEeu+r/0hafOH9ZFG3I89RmsUXLdXWSH/LC5Ay7SYCe1ikAlb3vAIw2i5cr63HdB8Bxlsah/wFC2rra3sC354jhLn9gHJgC1oGxMAB4xcUB7AE9nlR93H2UkbdXHPkZP5TBPQLMpQEKeY2NC/LAQ/q6MQqcA5lhYBhTGBThccYTAMYHMAWIGSTqKQ4DxXNn6fR79VIecdWVQSUOj7DyKjdSbuUFRIVtOf3U9IeP/Ti99KQ3p+VWWSFtdfDuZbxmPw9cfUdad6fCOz1p4KGC8hvLlNuKiPNAEnmRi3NHYWCFvpCJdnImc3Imw2gPelLdwsWwAmC1rzKLi2cQHeIYUn7tIm7oUeiddpMPfRfXqlC0s3bBk57IO1ag8RcXz2hP+dIRZaIjUacoy2g9n7b+B9PcR2enNbfaIL3rlv8ardUc8noNfK8e8irkDLMEGkvAoMrDEuDeYF8nnjITMkDNADBw8+4Y6KUzaQMSAIvB3IDcm72g9fz6ew+YmCiUJQyAh39Z7N2dUHTl4pOnj/3xp/3NYsSkN/kBW9p5rEyEI6VxgB1Ahp7WKfpcgJr687gHqMLjSe8BJnwBfTwCZIkfBrm+C/QBd9IDdc4Al3B9ma4AhPqyMujrAdKBeuOBcYNecQg44+swRjjCqeAcIA34jnIokzIE2FRW5UDVrSfqpB97rhyAHZkBeoC7NOqK1Fs9EDCqXOqjPOqEBwAZho546oGPsQyoTQWr15//Po+aknIow8/e9I1020/+XsY75rFvphVWb/yyblNGPTxQXvmoY8imhyS9eowneWqDGB9ckwmQTi5WRowh9fe5gO4qMTDJng7Qqerqizy0ASOQo0i9qh5vOmXuwdOKFh2mK/Qs2hhvOshQM78gzg3h4XxiaNAXJK1785J+5rr6snIZaRB+6BzdDHkOQhZLsbz/qukl+PfAKoD3VtYqDIFM/ZdANgD6L8PMYZhKwGBpsOZ9awT+o9gG9SADMG+NAdU1MtjxGlopiEkr4g/1mddHvaoT1JR3fT49wggoaItPXTDUReqW37QfX50ufMtpaZ8z3pl2PPLl3Z4Nxk1VDoPBP/PsuwQCrNQ56ENVoFx/HvfABoCtjYEiZ30Q0NKnS0C7ODIgGZ53gEjayF86gBlwEQ4A6tPAE/7S4QeoIXHkB2QhQCxAnnt5AXhAoXHFM6Bb36zSjMJTK8+OwthgfMhDPGOSNAEAnQFChgQQh7d6ShtgEF9xEGCrTOSojng3yl9ceQH/kVZYKxKXVx6gDfA/bsL4NP2i69K2b3tRq6S9fqYedeDdGyZ3f+cj6YlrfpO2/dpf0/hJ3T/lGXyqOiIM4A6jTjuSXztg1lygzcwD5I4YcuSu/TzbZZddSv7mkzBCbX1TT+VgxALzjBB6Q8aMLe3sHl/8UOij/JTRSjZ985zMlN1WNqQc6iRN1fAoHw7gj3LTDWVWH+UfClpv103S+InFCtiCRWml9VbL4H8AhZ4NgAEUZmY1/CRgAq1Oou2W0KAcA7007g14BnSTs8EQARCN9ueWDwfpJyaJYD9hpdW6ff40wof6/PgdD5fgX76/Oep76bafXZPmPPBEettf/31QthAMdf1yfgMjASCTgV3X4zp3IIpXFEAXF8gCkIGhOtiupw3wL1z/dPCkA4CMAel5/515ZB0ImJMvgAUYKitQVTc0GSFAV4DYan74GB9ijODFBdgBJ3xmLN7mYywRpgzGEbzkqwzkw5CJMQjYA+bFw09dpGU04K2cxjk8jFXiqJ9yBQhWHuHiAYtWFADbatnxkV7cqW/eLf3zx39LzxX7r3vaKqTOQ0Ezi396n37SoUuyKkDztE+9Lm190q+XhLW4iu1fZKl9yZDMmxFjkDzEDQNTXHIEyBmRiDzND2St/eitdOQZBobn5K296I920PbalgGAv/y0vXZlkEb+4uFDT+XLyFB2eWhnPHvqT2VBKz/S0i/541fVg0q0rktxyco56tT1cBAvbD97+ZcPTZcd84P09ENPpidmPJomd/T/BfJBLPKIYZ0NgBHTVLmgAykBL80+ee1laYM3H7cUWxOzibbq4bAqEIO6Ad4EaXDm0TGo93bwXSrTURCw3Grd/7Tnzl/dUE4WP3/TN9NBF35wFNQwV2EgJADcBLBvtW0BaNfPquAb8OiN1xiYAs54XwEeAM3ZCkQjwAPgMDQAaQALgAsQXq27Pi8OPs51CpAEaBpHjBUAHX6upREnPLbeKQgPMwOBkwEBZoA6Y8OYFMaCZ2RoKwoe8ohykC+AKi+ANyjCyURaMpFeGYOUUZ7K+IYfHZ1sv1h7u+IzqssND6iwBPx3euFT4Yd56vrfRfF7PJO5tgtqBf7pXni8zQlVRw85OVC0UchRO1px0R4BlM0ZeMlPe2kbeg24A/WuzTF0LvhI616ZGQvmGHpCH7SPZ87akV5HXlG3OKsHHlWiY9IrDyPGdRiK1Xj1645iNasRv3q8gb4H/tG4CePSlZ/6SXrtOUcOdBZjkt/SI9eYFEOu9FiSwDP33ZZuOmaPdM93P5ZuOHrXhlWvgn8RDOoGWHtuDd4G+AALJgaT81inrj3Ci+eamHQeumbGWBdNrn9FArydgGe9j1WilJfANbAP/AKsvSWeTXuuARaGhr32+qw+3Aj84w+Eic8bCxABfgH0qvkDd2EEVMPjGlBTbt5aZLxQZ2Av+EZc4wlHAjAHKALtvLqxbQfoj3uGgWth+pe4VkSq4A9YlBdQqf4xNpGB/MndNeAaYBMQVW8EYPJQMyI23HPz8mXhKOuyPq+81R6Li1D8idv6HWnFTbZOu/zokUEpFvnSE4dVIwA+ZESPAHJy86y6OhDy065B9AUf6bQBvSZf4Ft70c3ISxx5B8j3PNJrM3qh/bSxuQcPuo7oWxgGwlzTAXodpA6OWD2gA2GIRpxW5xjXW8UZ6Gcv++IhJcvnFj6X9vrMgQPNfszyGx5m/ZgVf674UEpg4TNz0o3vf0Gad//tXS/Nzr3zhsII2C1t86XfJ/8k3IhMoLxmBl8TMGPAPmJAwgALnPCuATZV71IjXqM57PE7Fk/EnTgirbxhMbFts2E68OfZ+z+a2723dQM49BteSH0KwKkTr6Y+B+AA0+5tiQGO2iWACnACuOKF+UgLnNnqE4aBcIBIuZwd8qquPkTans7S4o931QOPN+AFmBlDGBcIeHctnXCATnmVHTkba4w9AKd45MFYmDZtWgkWlTVAqDjGIUBUvACeZK0+XnxVvvD4WiEhC7ImYwaGcij/cKNtT70iPXThaWmVbV+YVt58567izX/84XTbf7w5rXvAUWntVxzeFd7fCzICxIFoZ3ILw9WZzBoZiGE8RP7ap7qlS7h+oG0Yc0he9MOefudYBWIc2vKl3QF584y21f7aWV54mJP0FWUUho8+pNz4OYTHc+3LYKAT2rsV4YFfGKWt4g7Gs92P2zdtvNcWabUpa6ZVNuz8wtVg5DPWeGYDYKy1+Biu7z+O3C7Nn9npkfPFnKC5Mwoj4Mjt007n3BFB3c48PCZJE7MB0GBoYucRQgFgegNOumUwSm7WnLp+esHx+6WrT/ll2vqwPdMBPziqYc3mPz0v3fXbm9Nm+++YxhcvGGYaexL4/+ydB5wUVfLHa3dZcs6ZJecsiFlR8UTFM6cz4mFGz1MxnDnrH7OeeirmeOYzEVTMiooICChLjpIzy7LL/317qNne3pnZ2dnJ8+rzmeme7tcvVPdU+FW91xgjUKD/DP8vcvUxVDB8MVQwegKVDcU5DH/+sxhZXgI1x3HH8AGJpQ0MbYw02i3PIPLW5/6NUYXMwIinDxBjwuHBIFODHOMc45F2QXMh5AzXYvyBErv7jqGGs4ChD//gB0Yodeukap0QythYcpJxcB7DEIMRIxN5xXkMSmQYMo16+XA9Rq0apU6nkuyr2YiyqxhNPbW16WWWbJ79neQ2aC71+h8ctV5zD+Ab94XnEqMb3nM/eF7czyXPFfeU51UdBe0IxjfEM8B9xqinnJsow3GNFvGMaBmeZern3uOkcT/VqKcvPGuAVWqkUxfIPveU8to+Y6AurufZc/ff3Rf3Pk4rzyTtuZ1aLcMzxrNEVESjSnouWluiUZaiy4GykjG69dvaLAeShgPNhp8nS56/wdMfI5SNUNuxeonneMlPFC5KUZEyjBKEqYbWEb4IPYQsAhIBi5BkH8GIYs0UOvCeE4VPMOKFLg/UOt9/+vKC/yRNfrG/U3Yn5hzAYMXI9BpJNIzBxf+H/xsGBZ9ISI0cjCZvOxhZ/C/5D4N+4wSAwmMQ8V+vDIG0g/azVcLYhpAVjB0ng3Yx9DAilTiPHKEPbuOf8xhhoMGMC/5g3CNrKE+/IfYpwxaiHDKID/uQGmhEAuAxBibOBoYpSDft0qfKOEFOQ3H/8jmVOzeuiXrL+qwQXeEe8fxAbuOZe8o94l6gMzCYFRxyd4gyOGCU0/vkPs++Oo7uZ5//C/cLZ5UULZ4djHvqoi2ec54t7jVtcJ9xRnEi0Fd63+kb95iyc+fO9UcJ9HmjHurD0dHnCmeWZ5gtjoP32eAa+gE/tB3vmOzv5OOAdQCS757YHsWIA2u/KrtEZk5tY7QXbpdej/0cslUEH0IO4YdyR0CDCrGP4kQRI2hRFIRnUQacY4vDoAhfyEYy4OSKH+eXGuWq6Uuk+cC8Usfsj8zggNcod4+6Moa/1oNBj4Gkxpoe1y2GLwYLxrairHquMlsMKWSDm5ALGNUYVBhjtMv4AzkbwfKxGYfbkMMgxOhCNilxHgPPTYH6A5rNmPko2o9M4zd99Rp47vqScR/5PePCAdL82Mul0QHBAYjK9J3niXkdwZ4n+Iac5x6gDzDWAYG8Rj73C4czkHPg7h+OHHWqYU6aKToIQ5w2eJZwMnkGKMuzzjHuHY4tzgr/I3QWToMSZXjG6BvPodZH/TgPlEenEcnQvuP08PySgkR7OAfu1CfK0c9o6jmeUfoND5R40WWtzgOlaiPfW671uN1GxgHrAETGN3tVinFg8+zvZeu8aWV63e3Oj0rlkpYp4DoAYoJQVXQGIYmAwshHkfNBOfCbMCxKAKHoFmCu6jJyt+WeHaWZMfhX/rRAWu3b2Rr/GfkUxGfQGEnBjDXtAQYL6DdGUawJY0sJuUD/MKYwxNgPRaQPYZwBJmCwkW6B8YdRpnMZ3EZeqLqQW4AUtMn1bqL+VKSaeb1ivhQy90yjKMF4BE+5n+pQBronHAt03F0nOoT7yjPDPcLAR+9w7+gDfaEMSD/PuLaHjuIanmuO0Z9AjgZ95JlCN/EcUQ6nAQcDBwKnUI1/d7/Ypyzte0n74D0eyW8cJAXV9G3hf9x+kv9Flz0f/sHo7X6RVG2vcXGg7F10nbS7lgPpwoGaHmHR7Z5PJbd+U6nRuktYQ0RgImwRughi0H7QIFAe0BSMCCVVqqCAKOt4GBfadipsz/jxRtny50ap1TSy1I5UGKPtY+pwIBH/T+RCRQkZxEfTOjD0MLqQRYryYtQxHtDqYARQgRFJXaGiMMGuL+/4R1OXyKBOjaVxndCpVGs3m2VNa1crr7qonceghl+BDOJIGqE+jGRFwnHQcOi4txjV7shMRevHwObeYGyTjkPKD04D0R0FoDCSaRPkn/vPcXUy3alDgdrGocCZUP0Eso8zwPXU6Y4AaRnq4bmiLff5QPXrMXQkPK8oCMY1jIGtkv8t9zlVZOW7j0iHy5/SU3YbIQesAxAh4+xlqcWB7NxqMuh9s/b1tE+lTq/9JLtqaOWEcEewI4QIjaIwUZwoV4Qf5zTESt4sxzXsj2LlehRANEOiqcXx0L21xn9o/tiz6c0BDC1AA2QFRl4owlijDMYfhiAGGoanTkZFDvEbg44PxqPbaAtUt6b9BDpXmWMj7pkon85Y7lQx7d6jpaN5cyu0paBQNm8z8xDq+yZF73fDBzJ1wVo5dnA7uf/MPWXW0vWybzffHAXngih/gWxjMMMfjEo1lCNthnkY1AcgpA4AfEcHcKyiBq+3H+gTcum59zgC+kGvUHdeXp6D0tMHojboKHUMvHW5fxM5Yuw8Szx7PEs8P9pOp06dHGCLlB9WFSKSjX7jGtqEvMY/zxrPJdEH+q0EzzmOA6Movp4rb0s9Xie245gXJP/u04UFPNpd8EB5VdjzYXDAOgBhMMkWSQ8OZBkhVm/AoeUOBsEFqoayQDgi7CGEO+gHKBvCHqQfAYrA57cqc3IXuYY5AJRBkCKcNeyLQGS/PMVfbkdtAcsBy4GU5QD//3BkACv4IDMAICiPcaTGP7IH440tsgYZpWUqwxjkH+1V1JBV479Kdpa89OU8ueH4frJqo3mr8cVvON357+UHSW6VbMf458BbPyx0PuyffWBneficIexGnTD6MVAxpIMZ/8WFO2T+QxdIzbye0uK4y0P2AYcLnrsRai5QQz3kxWGexHhGB2Gs4yyie7gv+sxoJIjnwx2BpnrKguoDXKmDonMFMOA5z71FZ2Hs40Sgr3AkSCnStqkLAx9S/eb8cH1Rlj5Qzp1CBvhFX1XvuS4ptUubODvwLhQ1OuAkqdP7AKlS27wXoRwAL1Q99lwJB6wDUMILu2c54HBAlQUCEuGIcY/QBAkBEUGo8UGIIvxQLKqcqYAyCEuUBA4EYVCuRyDiXCC4QW40YhBvtpPrSToTqUv025LlgOVA8nIAo4r/KcYchKGmRiyyCTmFU8DHjQKTnggQgbOgRmM4o8ToRD4gs3AqtK1wrr37tIEy5qWfZGfxLpm+aK2sNsb/sNs+Me07i63J8fd9JtVzS+ZCUGdV4xDs2Fks4z7/Q649po+0aOBbEjWc9ipSprz5ID+f3EKKC7bKmuIiyc41/A6w3Ki7Pb0f7mPR3EePoCc0ZYn74L4fnAeA8vaD+8ccD+4/6UHqAOCwoKvYQnkG0ddnCZ3HNegGrqMczw6pTBjmGPfeZ4i21XinTsrw4TmE0I0Qx9zPIjpQU5RwHNCPXO91YpyLPV9VG5asrOU5ZX9GwAHrAETANHtJ+nPAHSJHGGL8I8Qw+hFUCDnCsRj4KF0VaHDGLZRRzqAbbNUJcEcDEsFJIhQIYQQ+6JIlywHLgeTlAIYfhpiS2yBHDmEUBiIij0QHAB7c8ixQWfcxDD6uwblwt+UuE2z/osN6OKk+t741TT7+ZankGeQ/x0QDDB7ip+2FRc7+KXu3l9e+ne8Y/3qy86Vvylv/HCrD+rbSQ3HbZmG4GuNfJEs2/jpZarTtLlsX/SbNR1wUtz64G0KnuPUK59z3A52CEe8mDHr0Esa6ex4CzwFOnRKRBJ4bN+pOyiq/1WFAR6DL0BPoPZxQADHawLgH5CIyxTPIs0I5+qc6hbJEHaiP8vSBdnEIeB4BoNCNGP+VmS+hY7LbinOgJGGr4tfaKywHMoYDitYjxBThQNDhHKAsNU2IHEvW10bwKYHUKIqDECUfUn9rmcpuEdQI5HBI+w0yaMlywHIgNTjw5SzzcrSdPuM5nB5jYIF6V8T4p16MR+RdpPJh6bqtPqN/dyeLTDQAuuLIXruP+DavfDNfdp+Sbi1LFgQ4duynpcrF60e7ix7e3dQuabj/CTL72sNk0eP/kPyx58SrC5VuR41xkHUAJ9VVbNFT6B22GPpuZ0IbJhLA/cd55EO0mhQe9BY6DuOdY4BI6mTwnKAHedYoSxlNneUZRGdynog4uoe21bGhDo5Rv6X4c8A6APHnuW0xBTkAAgLKASqiIVSEFwKV5coU4WBoHA8kXGM1bBCZBWZeAo4Hwjccwimhn5YsBywHkpcDGGE49wfd/JEcfud4aXjOy7JuS0FYHSbSiAEWbxp7+mCpV9MslFC9ipx3SFen+ROG5MlNJ/aXb287Uto3rS1Pjtq7VLd27CwBLy4b3qPUuVj82LZ2s7x19IPOG8m1/nn3nOHsZuXkypLnrhdjPTu/10x6UYtUevv85Lly3as/VbqeYBUg00HTMcRB5NENOAMAU4q655mogTtXP5DuUGMehB5dge7D6J8+fbpTP21g1BNlQNdxnrJEGaiP1COcAFKE0I3oSAx9DH8i6BplCDYOezw+HLApQPHhs20lxTkAaoEAw8Am9KoEyoKwJO+SfYQh6Jm7jJaN5RbBD8qjiE8s27J1Ww5YDsSeAxhcGE6r122SKfmr/Q1+PnOFHGNWz4kHAXbghOBIYOSFQ0zyXfTYSf6iY88Y7N/v3baBTP+/Y5zfbRvXlouf+Va2FRTJ/FWb/GUe+PA3GdypiYzYo63/WLR3Hml0iWSZ1KT8936R0779l7Qc0lHq7XGYbPjxE9lVVCh5lzwqc679i9Nsjwe+jUrzD300U659xffCyRXrt8nT5+8blXq9lbjnsKGPyOtHbwWKEHMcJ4EtH9Uf6C9ShJS4/8xHoAwRAKLYOBVcy2o9PKs4HehA0nzYZ24CupGUJPfclHiCY9p/uw3MARsBCMwXe9RyoAwHQC00dOk+iZAjDKqhUZAXSCMF7rLsIzQpG0gge8uG8xuBCqoCsmPJcsByID04AGJLhLF925Zy3J4lBv+IPdrEbYAY/0zSxBGJNrHs5y/3/FVGHtzZyMLStV/98o+lD8Tg167d+UcLJ850au96y/vS9vz7pcd9X0q9fkOdF4sN/tAs89llYFRanzR9uRifw6HXTPoTVGQM6mtf+Ule+GKu8ztaXzw7irKD9qMbMMq9hMHPOQAuNf69ZfiN89ezZ08njQf0H0eAyBQfng2iDDwrOA04IMyXc88jISKgabLe+oPpSW85+zv6HAjPpY9+u7ZGy4GU5wDhTfIamewEgZIgzAiNsiUU6p6ohdAEjcFB4IMDEGmerZd5Np3HyxH723IgtTmg0URG8dxF+8uVI9ZJlxZ1TX59dHA7DDKMtVDIPlFP+hHLVKKrRvSRalVyZNaSDfLiV/nOTfvE5N/Hkk7+4mp5df+7nCa+uv5tWT9/lRz+9MhSE36R4fAoWLrkwk9/k6LtZlGI4X3D6uqLlxwgLc571V92wrSlMvrZ72WZmTPBPAlWQho5NLwXU/orCXMHBJ4odaBce3QR40QfgeYH0yU4CLo2P4Y/5Uj7ARQD1MLpQOdB6DWMfpxH2uQZC9Q2c+VYrpT+ad1OBfYrLhyIjiSJS1dtI5YDycMBVj/go7n/CDFdJYiQp4ZT3cKU46wmBNqCsHSv7KEjA0XJz893HAU9ZreWA5YDlgO92jQwS2aWXkIzUq6Qn00UkjSOUITRhzHnlmOhykd67tLhPeVxMy9g+RMny4onT5Y2jX2gSqT1lXddm/26yqGPn2GW+/Txc8YzX5W5hHx25DHpLdD2dVvky3+96bzFfPq4L+X1g++VN494QL6+5d0y1wY6UKdGbqnDx5jJzovXbHGMfyIDb5t3IsSKmLuG7kFPeQldhBEPsk8ZPhqdxtBHH2lUW68F8SfVh3pxEDHe2TJXDsKgZx8nigg5EWp3GpDWg+PAs4W+1Gv1nN3GngPWAYg9j20LleDALiMgFj19taz+7JVStcy6+lD5YXhVWfDo6FLH4/WD0DxCE7QfJQGCQo4kOZCg/qAdhEMRjCAhKuA4h3BF6CIwvQRKQ5QAwWnJcsBywHIgmhxA9oDKYowRuQyU0hjN9ipaF0Zy7eqlDeWK1hFu+a4nDPIbnV1PKpmnoNeTw06EF5S72Ky+9HDDi+WHez+Sx5pdKlP+72MtJl/d+HbYKZ3PXbSf/zr3Tv/2jeTtKw52H4rqPkY2+oYPRreb0FnoKnQWzwe6Sh0ADHxQehxGJXQU+g/dp2lGnAPYgmcAW7oUKREk6t+xaKYs/+9YpwqcCRaswODnepwD2sPx0NXzvH3Utu02uhywKUDR5aetLcocmHZud9mxarGzPvOuwu3SZNjZsv6n8bLJrNMM/fnB41K1SWtpeeJVUW45dHUIOJY3AyFBeIGegJQhuNSwZ0s5IgWgKOREkoeJQ8AxhC4OgZuYQIywJTRvyXLAciDxHADtLTZr1/cddWDiO1PJHpCvDaKN7MrLy6tkbal9+a7q2XL09DHGON0kfYfvWWYwyGtNS9mwaI1zvniHz3juP/pgmXj+C86x9hcMdvLgMZwxeEPRcXvmSb+8hjJx2jL554tTnKITrz9MhnRuGuqyoOc2LFwtn172ihxw1/HSsGuLoOXU0CYCgKGNnsEwdxP6Cp3EOHQ+AA4Q6TvwAuIcqa/oPa7HYMchIEWMuvmNc0A5dBvXbV8+T2ZcPMi5ftX4cVLnmved549nEH1I/bTHhzrRf0TWcSaSzUF1BpFGX9YBSKObmY5DKVyzzPdylqxsWfvV244DUKvz7klZ2QZBNy9uWfLsv+TPD5+Ufs9GdyJVKH4irEBVEGIQeaKQGv8ISAQbAhQ0ny2CEjSJ41zrNf65nuPW+IcTliwHEs+ByWNelx/u+cjpyIYFq2X/O46PqFOABO63ukZUSRQuwuAiVZG0jEwnIq27TA5Ew97lL5Vav0NT2ff2Y+Wr696SbLPKkRr/8DD/399J3mG9pHnv3mGxtGOzutJxWF3Zu1tT81bkKtLZzOuoKE178nOZ+eK3svTL381ypVky952fZdT8e6VeXuOgVaGb0C98VE95C6sh7j7u1kdqpKP3ALxwKHUOHMY7ABhgGB91MNZ9845RjMbULNop25f8Lr2M86ErBdEOzoKCaOhGznFvaMM6AO47Ef19mwIUfZ7aGqPIgd5P/OrUVqtTf+l8w5vOfm7dRrLH2xuk8SGnm98medLQjj/L5jY6J2L0hfADLenatasTCgXR1xxGjH8mQ4G0IBwJcXKMECthUkKkoBuWLAcsB5KbA/nv/6IiRr6/84OIOwtqyod0wUQSqT8s4aiIbiL7kui2AWWQ4e418UP1aa9rj5L97jjOGKyllywy70uWHoN6O8BOqOu953q3bVgh4x9DGWT812e+kPHnPSdLvzLGP7S7P5uXrfP9DvKN4c940Umg9d40GxxDQKrySBF7yuNQ4gRgtGOsUz+Gvxr/1NXsaJZcrSIFRbukwfmPOUg/UQIlUtK4njRaiGgCkZdAc+T0GruNDgesAxAdPtpaYsSB6i06OMux9XzwWykq3CVbV210WsquVsO8Zv5Ryapazfnd5pw7Y9SD4NWC4CPodGUffdU6glqRFsLtCDbQDAdxMkigkkYPOA7hJGAkcL0lywHLgcRz4KTPrxYxf9nc2tXkwpUPRtwhjCOMb7fhE3Fl9sKocSDQxNRQlXc5bg+/wV2/YxNptU8n+dsP10vtlg1CXRaVc+gXjO05U2ZIVo4x3UpUiRx438nSau/OYbWD4c5H8+25CN1D/TgG5c0/41kGzGKLw8C16DiuJeXVS9lVcmXQuxul5WOzpaDDEL+hr+WIijOfwJ0+Rd3JQEVbN5mVnrYkQ1di0ocsE3pxPUbhtzFhwgQZNmyYzJkzR7p0ic3SVeH3xpZMdw6wAgOTsKDjP/6nNO7VSuq0ir3QDcZXd64/BjsraoDqK/LBMUL+CFWUDJN+QU5YPYHwKCFYnShFG4rIgYaQTkSEwZLlgOWA5YDlQPJwoHBrgWxZuVGWf5cv3U7e0wF64tU7gCIiAC1btJTne98gm5auk3Nm3h4y7SdQ3zDYybP3OqMY8JiDGOSqjwJdzzG3/sOZQJ8tMcb/tskvSft9D5fa3fZ0IuKqD0H4aZdJxaD7AGTRIAXPiKxHm7YtmSPTR/nSuno9+qPUbN8n2k0kvD7rACT8FtgOhMOB/w6/T+Z/MsOPvnBN7Zb15fzFY014Mb6BrFCTlBBIoCKERkkJwsgHLUFIIlxBV0A3ELLuiAFOAigIAh7jn1xLS5YDlgOWA5YDycGBTUvWyuNt/ul05qxfb5EmvdskR8ei2AsAKKIMOAcVfffDtL/3koLl+UZHF0mrMa/I5ua9HD3IBGScC3QcKUJu52HH6qUy/cL+UqVOI+nzJJENM68vBKFHSaMjPYj6WE0IsI1JzdF2An46oYkUbdng9CandgMZ+Hr0X4YXYqhxOWWtjLiw2TZSWQ4Mue6oUsY/9W1ett7nFFS28gper5OUEEZeIoUHo58ybBF2fDD8EYSEOTHwWQkoz6zCgaOAsCUPlQgBW2v8e7lqf1sOWA5YDkSfAwrMhFPzC4Nu8Rd7aa/b/fuJ3mEMIOvRIHQQaD6gVUWpYKmZk2CMf6PAZMWnrzmGOSAYqbLUh8GOI+Be7vOXM4xDsHm9FKxcIIueurLcJkk1InVJIwpEGPhE2/inI+0ufMjfn9Znltx7/8E02LEOQBrcxEwYQut9Osvf8++Wv757iVStWyKc2h3Swz98JmctXl3WKPcXiNIOyAiGPMJNQ5BaNeg+hj4rJ+iKCroiAgg/xj4IBqlACELWRMYZ8Naj9cVji4NiyXLAcsByIJM4gOGMQVrey9CUJwfcfYLuyqAr/+LfT+QOspv0U8AmnVNWmf4ASLFoBSmrSkSlSWctj3o88I1TpFrTdjLghpcdtJ90ViLd6EtQe9B6+qwpQLW77yXmh+M4VGveIWgTXMfCGvQLAA0di/7E8MexiJYD5O5AowNPlubH/1Pa/+MpaXbEee5TabNvlwFNm1uZ/gNhKTY+o9c/JnPfmyptD+wmOWYZNYj0mubmNetbC3bK3w/uInecMlBWbtgmeU3qxIQxCFsMd9ol/KiE4Y9iId8RQYWTQEiV8hj+OAHMFUAIUpbrIS+CwflgS7VpW9HYMkmZFYzoa3l5n9FoL5F1FGzc5qyc0WF430R2w7ZtOWA5EGUO/PzwRJk0+iU5Y+rN0qxf27BqB+3WhRzCuaDnGftIw+4tZPvaLdL+MF9ueDjXxbIMOgI9QoQ5WvJb8/bpN+mu6DkMbPhFihC6IpBuqt1lD2fBDh1v9ZwqjmOiL8jU6Df6USMM3e6aILOvPkQa7ne8ND/aN8dPr3dvAczQUzgO6FsiATgF9A/wjIgAjgB9jBbNuGigbFv4mzEuiqVakzZSt99B0ao6aeqJHreSZki2I+nOAYRA56MHlBrmG98tcIx/Dv5n0u/Oh/27T9tDLjqsO7tRJQx5SNf/18pVUCGIEEw4ABj8CExd1oxzCECQFaID3joQsghd2gDpiCURTkV5RFOBxLK/kdZdtGOnPFTvQufyOm0ayvmLxkZalb3OcsByIIk4sMQsh4nxDz3f/0YZveExqVa3Rrk9BHQB7VY0utwLTIEWg4Kj1OFcH4syqldiUTf6h/lq8Eqj1eivcOcHYPTjUOiy10Qq0DUcYznS7Nyq0mPsF2W6rg4HRj3EGLlP+v4KIhUQS7kCsKFPQxn/6GLa5nquCYe2LTBzDiHzvqFVk15ISwfApgD5brH9TnEOHNSz5C2Idcyr5Kvk+FYZGPPSjzEZGcIIIegVOuTwI6xASRByIEwIOsor2k+HOKeOgLeDRAsQkjgPsSZWZABR8a4IEet2413//E+m+5vctHit6Js9/QftjuWA5UBKciA7t/TEUe/vUIMKx/iPhxwO1cdEnwOgwuDGmGdfwa9w+gV/1XinPDoPnaiGfaA64LemNWG4M9GXVC10FOlaoP38BkAjKoBzoQ5BoPo4xjUszoFjAbhGhL086nbXRKdIbv2m0v7SJ8ornpLn7SpAKXnbbKcDcWC7eU37xOnLpFuretLvqnedIiMGtpGXLz0wUPG4HUNYBVreE0FHWhDoBSiLmwhtxhr9d7eX7vvFO4vkofoXSeGWAv9QL9vyuOTWjP7ycf4G7I7lgOVAXDgw69Xv5eub3pHj/neZNOgUvZcsIruJkgLoZIo8xugmvUaNdAxmUPNwnKVo3Wz4DoHYg9zjNJDiRMoqjgCOBEAZABZgWjiEE4Dhz5wE6iL6k+lkU4Ay/QlIo/FXr5ojRxqDH1r02Iny07zVcmifxK+nD2KC8CRXk9xFDUHiAIBIoGA4ptEEBC55kho5SKNblLChZFfJkcs2Py73Zp3t9AGU8Id7PpJ9bvprwvpkG7YcsByIDge6mzX5+cSCkN0qmytSP1FckGwixRiwqUBEqVnJDt2EcY1uYgzoKfdct8qOBWMcnrrnLWD0Y6DTLsQ+TgjtasScVCR4yVYX2SivL4yJe8ECHYwHRw5dbMlkN1kmWA6kIwcamjd3JoPxT94koUrCoOQqIkxB9yGEH8qBrSoYBBXRAgQkToCl6HKg9f6+lxYWFxZJr7P3LVX5kq//kCc7XiVLv51b6rj9YTlgOZB5HMBw/PWaj+StrrfLzrXbKswA5D2AD4gzqSssDJHshLOjxjYGOIYyQFQ0U0TVMdKVi9B3RBxwOog+8NF9yuIEqH7EeFd+ulNqQ/GVdkgj4n7gZOA46FyCUNdlwjkbAciEu2zHmBAOIEDJUUSgsXwZwgsl4A4lg6ywSgICDmHHB+GEQHSXS8gA0rDRUyZfIzNf+EaaD2ov9do19o9w84oN8sq+dzi/X977dhm14N5S5/0F7Y7lQBAOYLRg8Hkn9Qcpbg8nOQc+u/wVmfXyd5JjcNKnul4jl216vEI9JmeexR94Lojqss+xZCcQ+AVmyU2MZVKfKpsqA+qO0Q1qD4Hgo9sw4EnpQf+hK/Py8hyEHkAM1J+cfdJjiUiwWAb78BAHhfrY9xL16Gp7lIEoh35VJ8J7TSb/tg5AJt99O/aYckAFPkg+yArGvnt9ZRonLImDwCQmEAocBBAPzb/UXEiEMooE4Ud5BCfCmXoTRfSVVY80xSlR/ahouz1P37vUJTsLzBubP59d6pj9YTlQUQ6ATGLMYNjoqicVrcOWTx4ONOre0ulMVnaWFG4umTsUbg+RzUR4AXMwPisyeTbcNmJVDiMcY7qyIBR1YMDzn9C3AKMz0F3oR3Qi/AH04re2xzGcJs6zRed17NjRX0+wcRNhJ+pOe/AbJ4C20FXcA/QsZXBw0KnqJASrL92PWwcg3e+wHV9COQBqwYcwJ0IIQaaEkMI5QLChLPIMAqKoB2VATvhwji2CFAeA6zRqQGpRogiDB8QTQtGlIu0yiub+6qOcrtdobCI02wrlqNcvsOh/Kt7MBPdZkX/vhP4Ed8s2HyEH+o46ULav22LAgTky4g3fEsKRVKVGaCTXJuoanmV9nivTB4x6EH8MenQfxjlRcY6hu0gxCpSPD4qPzuS/BEhGWa5F32DYq6NA39CFRBfQs5RDP9J3jHx0J46Hov/8JsqOY4I+ph9eQtfiJOA4UGc6k3UA0vnu2rElDQdAOED1QVaUEDIg+QginfiEwFFhicFP/iVGP4TwghBMCLREo4zqfOjW6VyKfS3+wry+fjdtW71ZRs65Uxp2SZxTpX2x2/hxgDeIv/7dfBnaq4U0rVv++vHBesZ/O8848ZbShwN7jjlC+FiKnAOk8xDJZh4EqTzos/J0BpFywDEcAK4lOo4jhfGOvlQCMEOPaoQFB4E0K5wAJdWb/MYhoT/U4zb+Kc/cPJwRHA3aVmdD60nHrXUA0vGu2jElJQfcxj/ChpV/SOvBkGdJM4QQDgDIBaFPRftBKxBIIBkIMIj3DSSaQF0QpqlMrffrItUb1DRI31ZpMaSDNf5T+WZG2PcBY96VuSs3OVf/fPcI6dLC95KhCKuzl2U4B4gavGzmE1WrV0NO/epaydqdi57JbAH8IgJACk55qDoAGBEAthjhasyj89zLY2PEoycBydCLOp9AHQzmLui1bt5zno+bNH0Ph4N26C8TnzmuqUTu8umybx2AdLmTdhwpwwEEIYIFoYVRD4FyYOgjgEA4EJTsY2SzigFbNf4DDZRrQ50PdI09xkses+WStY/KmlnLRHN+LV8yiwNq/BNg+99Pi+XyI60DkFlPQHRH+3DDi024ljqz5LMrXpOh950S3QZSsDZ0Gah+ODoKpB/9ByhGea4jcgC5U3+IkOMQAKABkGG0g+oDrOXn5ztpqRwLh3AiSP1hC9EeelfnE6TC5O1wxuktY5cB9XLE/rYciDEHQB8w6BFWCDg+CCo+pAqRRkBKEBEDlhAFkSDtx0sgICwXiqBkmTNyIS1FxgFr/EfGt3S46r4zBjvDqF0tVy4b3jMdhmTHkEAOtNjTvGAKb9JEdJlAnAqELkGHYEjHitT4Zw4AbRH9htBhpAcBYinhMGDYY4AzF4D+efUbRjqOAvoUHUg6EHqSSADj4LpwCacBME4dAK4D+acNtulKNgKQrnfWjitpOQDCgZHvJjfCgHMAESVQIaZzBNzXgFAg9HAkiCqAhiAQLVkOWA6Ez4FRh3SVY/dsJw1qVTV5xqlhsIU/uvBLknIBqkp+tjs/OvwabEk4cNJnY+Rps2xoN/NisgPvOTElmIKeQX9gTLuN4GCd51lZYFJVyZnHWA+HSMfRlX0w2EnfAd3HyNfUHgAwpa2L1strPW+VZgPaybEfXOYY9jgLmv7K5GA+EHMANMUWXaqAGn3kt04C1roDbb1l+K1tBSqfDsesA5AOd9GOIS05oMhDsMm+CD9QFfLwEaagJORMgmZYshywHAifA43rpPdqH+FwQldewVBL9bk94Yw3UBlkKFFXVjXz5okHKh/oWG6NqnL+orGBTiXtMXQN48UgD4fQN7pCXSgHgGeJSbroMJ4vHABy6+GvtgW4xXE1/knHfP/kx2XVr4ulllSTLVNXyoxHJ0u7Mwb4U4PU2Ne+YvADiOG8aiSdqALRBuYclDfpWOvJtK1NAcq0O27HmxQcIPwJwh9okpJ2EGUEwq+hUj2uWwQvkQRWOSBqQOiT1RKIBliyHLAcsByoCAcwAlk+MVWX9A021nGf/SG1z3hBps4vPyUE+Ykxylr1mUakuxCdDoeINGO4l4eQw0/TeN9SAABAAElEQVT0EpElDHyiCzxjavzTFki7Ljm6Y/N2eabHdY7x7/TDBOR2mVW62g3q7KTooC9B9TH23cT9IjpANEGJ5xjD3xr/ypGy2/Dudtnr7BHLAcuBSnBAlwAFbQpGCLNwchnJjSQSgBBFiGsKUbB6M+04k6rd+aWZNn47XsuBcDgAkEAOdaTIdzhtxLvMj/mr5ZJx3znN7nfjh7Jh646QXWD8oNUafQ1ZOMNPkv7jTZvxsgSdhOGvyDzvvAm1ClDhltLgVZM+reXwZ0dKp6P6OzqO1CPa9NbBfaMNthAgGBEAnXfg7Zf97eOATQGyT4LlQAI4gLBC4bJ1v+2XroD6I+Aw5snF9YZYcR4QcCAwlCWSgNGPcLVUmgMoDBQByFGeiZaUp7BKX21/ZRIHZi5ZJ/krNsmIPdpm0rDTeqzZRsa6Kdes+hWKQMDTLQISaryxPgc/y4sSuPtQq1k9OXHSlfL6wffKYU+dLX1G7u+kGpHaqhOBcSpII/ISepLIAHoT/ciHNCVkv/tdAO7rOAfI5l5dyH0+3fetA5Dud9iOLyk5gMGOAU96D0Y8goh9Jkdh4IOuILwQoCAobiSD4yrgcBTIefQiIkk56AR0CsEPD+Gvm4cJ6IptMok5MG3BWtnnhg+cHl5waDe59/RBSdxb27VwOTCgQyN58ZL95frXfpb/Xj5UalbLHJOHPH3Sb5gEm0qTutsN7SFX7hrnv8XoQ51voPLcf3L3DmPFSSDnH9CHFX0YM1H0+fPnO7qWaDu6EgdBidQkUocA4nQOgp7LhG3m/Bsy4W7aMaYcBwi34wiQpsK+ohXs4xAg8BBuOARqwIJkg1roRCiEHY4DkQRCoKAgCEHKYfxmMsE/+KN8zWRe2LEH58CDH82UHLMCUJHJN/73hNnWAQjOqpQ789dB7YRPphFzGVhdBwPXbfSmGh9A+4ncMjEdPQchzwHBcA4YG1t0HXMLdD4B8w2YG4AexTGAD4BtWh/1AJxxTHUpxzKJMts6yKQ7bceatBxACGkIEuGkbzAEwUC4keJDGosSjoAuf6bHmGwFAoLAI98dBwAh6SWcA9CUTCMcASUUh/t18nrcbjOXA/f8bZBj/MOBR0cOkc6j/yunPjQ5cxliR57yHABYAhBKZeOfmwAy716VCqCLicBENwDH+OAgEFUnTQhUHx2IzM8zIBjjZ54czgFzOzQNFB0JoW+JDAQjyqWrvrAOQLC7bo9bDiSQAwgsEAuEGOiEohnaJTXiEXg4CAh6VmZgAhtCD+GvEQO9hnAoTgJoidKU/FWybcdO/Zn2WxQDThAKJF2FetrfxBgMkGVA1487TRY8eoJc9PR3snz9Nnnvx0XywAczY9CarTJdOXDzG1OdFYde/XpewoeI7ki2tBb0Gga8Gt9eJiGXSdkJdh6dRnScLXMLMOgx3pHl6EnGzEcj32yJGhAxhxRoYx+9iS4EPAtFgG/0iUhBupFNAUq3O2rHk/IcAPknbxPjHsOfFBaEFQY86DUIBoY8xj7oB+FNDFtCnQhQynuNf5iCMqCMTqC68Olv5fnJcx1+5T98vDSrFxwFSXmm7h4ACgH+ER1RJChdxmbHUTkOVDETRHEEWjesKUvXbhXiZ7Wr51auUnt1xnBg4q/L5N73ZzjjPfeJr2X/7s2lpXmWEkkYxskk59BhGOSktPK+GgWwMOQx7ENFr+EjKD+IPUY+RLoPdSLPke2cAxzjTcPoR8aPLiXKjq5UsIxrVR/qIhvoUdWNnFdSh4L+pRvZCEC63VE7nrTgAIa/+4VeCCuEJsJKERCEIStWcA4BigDko8IRYx/0Qrcg34qYwCQ1/lkZQ/fTgnkhBgFv8kyEBCfJUmpzIH/lRgdtZY33aEaxptw5QhrVqSbXH9dXzj24S2ozyfY+bhzIa1rbaYu5JFDjutWcbay/MJoxeN2RXdoE9eY4cwGShUDtSV9V3abr95POA2iFbA4UvXb3X/WbHiPFB3mOHoQw5HEyAMNIB0IHEh0APAPFxwkA0Qdow2FAn+JEUBYd6SXVF4FANW/ZVPttHYBUu2O2vxnHAdANjH2EHAJTURDCmQgxVjAA6UCYIayU9M2LCDYVfpRTunBYN2e3sKhYLti9r+fsNnwOsILMmk2l168O/2pbMlIO9L3yXedSDK4Ln/o20mrKXFenRq5JBTpRxhzdp8w5e8ByIBgHOjWvKz/dNUJOGJIn+Q8dL1Wr5AQrGtXjGPoYtsh4N4GEA/5ouqj7XKL20Un0lwg2BDqP/tL1+zGy0W/hkDslx70KHiAX9XXq1MlJDwI4A1DDscAB4Tp4QvRBCQeBOtxz69xz6ADW0pFsClA63lU7prTiAEgGwghBRg4lQl3X/Oc4OZUcQ8AhyJQQrghUBCzCjrxKdziYiY8n791BOjavk9SpDmu/e1/m3nKc1GjfW3o98qM/wqHjjPeWe8B8C+jRT2bJmJd+dPan3HmUdG9Vdn1q56T9iioH3p2yyF8fK/cM7dXC/7uiO0S/SIeD1j5zatwMt4r205ZPfg50bVlPnjp/37h2FKOVSbJewxlknPx4jN9kIfqIo+KedMs+IBX6qjxDG/QeHUfUg6gBY9QUHh0jOpH5c9SlepJzygecgPz8/FJLZ6vjgY6FqIMoAXXAW2/UwSmUBl/p6dakwY2xQ0h/DmBIEnIMNuEJDnBOPwgnEH9FSziPYCKEyXEEIoJUCZSDD4gH6IbbOdAyrJNdr2ZVf9hUBaueT9S2YOVCmTayu6x452HH+Kcf2+bPkNUTnktUl5x216xZ49wznC5IjX/2r3xhCpugtOz7fHlhz1tk3R8rgpZJphNb/two05/9SnbtXi0jWfq2dO0WOe3hyf7uXHFULzl9/07+3xXdUeO/iokkPPLxrIpebsunIAdWrPctJ5mCXQ/YZYxbN7ijhdTo1d/hbpkYi4zDEI4mkZdPJNuN2KO30IWk7oQiljSlDOXRUxjngfLyKUPZYKlPjA2d6E6Z4h0ByHYiFKQMcS1t8Elnsg5AOt9dO7ak5gB5hwg+0IpghJBjYhIoB0IKJJ/JTEQFSAfCwEdIMRmKfXIfNc0HgcZv2ghFIDLUjTMC6oFgRBAmkqad3VkKlufLoif/KdnVDYKVTTjdoDIPjJLCDav8XSvavkWWv/WA7NwUnzxX0CqU17y1hU7+ub8jZufz31bIZPMJRJuXrZOXhtwmK36YL091uUa2rt4UqFjSHNuxpUAea3apfHz20/J/OSOlqLAkdSzRncRhhYzv69B5h3T17UT43aO1L2qz00QSThjSPsJa7GWpwoEj75ognUa/KYOueS/qBm6y8GBnQaEsnjw7ou6gT9BJGNHolGiT11Ehco3+YpnOUETKK9FsPupIBJq0y/wC9CURBcg7DlKEiBywVZ3HPtcApDF2dCaOSjqj//DGOgBwwVJac2DjtM9lw9RJSTdGBBSCL5AQ084igEEs+BDq1SgAeZQ4AoqeIOQQpEQHcBIQ4oQ6+Y3AhBTNwbjnOiXCsghX6mZSMe0gIJOFOo55SWp2KMnHnj6qt9M1xvPTsQ1kybjr5OeTTJrT6qUx7zJRFHJLj7zvG6ctUGMlctEfNy+RCkRbVpR2wnZuLck/DVQ+HsfW5f8pX1zzhhRuK9uXxZ+XHsemxfFxsMIZNyvzsGrV4f1ay9e3HCEtGpSkvYVzvbfMD3ccJQ+etaeQwtWmsXE2LaUtB6YvWuc46gxw1tIN8s3vf6bdWInY3V99lLx64N3y79aXV3h8pMOgSzCKA0WNK1xhOReA4mPQh0NM9NU8fYx1JXc+P3oRAx6dSGosaUNEM7QM40PfET3nGNEAouzUiy5k3OhmHBWvs6LtpcvWOgDpciftOAJyYNX452T2NcNkznWHy9x7znDQYgruWL1EigtLT5oKWEEMDyJscABCEYgzhjk55wi/vLw8Zx/jHiHFljoQoAhrBBaoxgITIUCogaog6BCArAiBUCRESnTAPWmMejD+qQPkI9GCr8/TvlSM1mfdJg32HC5Nhp3tY1NWtoP2F20zwn2Nz+DfVVTonNv8+5RQrIzquYN355yDGt9yYn+n7mzD5/+ct0/AdpoNyJNDHz/DOXfMu6Mlt1Y1KTaTrxNF29Zulqc6jZEpYz+RB2qeJzu3+3io/el4RF9p0q+t83OPy4dJ/Q6hn1O9Ll5blqx9/R8HSd+80KhhuP0ZObSLnb8RLrNSuFz3VvWcNz7rEIZ0bqK7Kb2d+fzXcm/W2fLR2U/J4i9+949l89J1snbOcv/vcHfQTbpST7jXVKYcRjt5+QBegFvBiOi2TiDWMugzItea8kMdlMO454MOxcnQdB7SZHEKiKCD8KuxT+Sbc7q4htafzls7CTid764dmyx/c6yfC2s/f1X4rJ/ykWya9plzvN/z86RqY1+o0F8wRjsIJoQXCENFJhVhnHtJURDyFRXFoH6EF8IOA570IQikHIHIh+MY+uwj5CGuR/gRLQiUU+kUivNX9RYdpffjv8j08/vJum/fkx73fSnMC1jB/TTpQD8d11D6vbhIWp12vSx96Vap2/dAabj3X+PWy3euPFhuNC/92a9bMzm0Tyu5/MheAdvesWmbvD5srFQ3KPVxH/xD+p13kMx9b6o80vgSp/zFax6WGg19ywcGrCBGB5d9m+/UXFzoy3ElQlEvr3TU56ypN8eodVut5UBiOMC7HtY9c5pMmrFM9urS1DgDqY+Bbly0Rj488ymHoTOe/Vq6HD9IqtWvIQXrt0mLIR2kYdfIJ8jH6y5hxJOuClCFoQ7gpXPdALLQczgklMNZ4BgRAK5Bl3INH6Lb6EbmPqD3dAlQxgEohi6lbnQe50H/AdggjhMxcM9PcE6k8VfqP/1pfHPs0CrPga63vF9SiREUkBr/YtDkhU9cUXI+xnsY2eT9g75HixBiCEMEI6gGH5YDJYSrhFDD6Ef4IdwoiyOCEIRIL+IYwpPrqS8ZCOMf2mKQ/fn3/13qD/qLr1vFu41WcxwHYPCHO6TbneN95+L0jdK55cQBjvEfqskH614oy3+YJ/M/mi5fXvtfp+jbRz/kbLOMMTLpkpdCXR6zcyD8HUf4IhdDHzy1jPEfbsNEEpgonExzBMLtuy2XmRzINql6OO3p8pK3Go19AEJWFZ85V2Te7I7xD7X/S++E3+T8e86UH4ZXlT/uOCVoX9BNGPyAY4BUbiMcXaWRa5wAotQY7ZrKCpCVZyLjOAToV/QsOg9HgWN8qJMtchsHgbZUZ6oeJFU2ENgWtNNpcMI6AGlwE+0QgnOgWrN2joE44DXzum9jLJeiXcWy7uu3ZPqFAxw0oNS5GPzACCclJ9L8egQaBjpGvxKCj5QdJjCB/nvDtpQlJQhkhdxHCKQEAUkUQJF/TUUiLEobyUBVm5jIh3HSuG+rJz4vs68+VBrsd7zTtdrdh0iDIUclQzdD9qHZgHb+527bms3y8yMTpUZTH+K0y6QADbpit1MTspbYnDzWpCJduWucDBx9aEQNYGg80ugS+eTv4+S+qn+Xwq2JTamLaBApetHi1Vtk/xs/lA+nln1xUYoOKS26Pe6z3/0vpyvYHV0LNjCc54KNPkM9WJlwjufWrCajNzwmvc7aV86ecZv88tinRm76rvzmpnfDqSJmZTbPmSJrPn/FqX/dV28Kv4MRulHRewx+BaJIfSVNh4+i9egtDHb0Hcg9TgHXMp+OY+gxUoJIjeUanATOowdxEnAwKIvxr3oxWL/S+bh1ANL57tqx+TlQpU4DaTp8lEhO2ay3bQt/kz8/eMJfNlY75CIixCIhjHaQetAQ76pBinDgCHgnFIN4gH6Q2kM5SJ0F6kJQkveIcwL6grBlqxOPI+lrtK7p85+ZUqf3/iXVmbHsNCsAgfj3GPtFyfEk3jv5i2ucfP8+f99fmg/q4CD+21Zvlrom3ebMX26WZv2Ng5CitOLH+U7Pd+30RYzWzKp4rnGKDj2h3caw7H75W/Lz/DVy4v2fy5R834T+/35n3ny6Jnj+dEI7nSGNXzLue2ekzAfqd9W7sn2HL1rpHf6q6Ysd5/mhehfKip8WOKdJF5w0+kVZ/VvFAZhqdWvInlcfIbVa1JPDx400oIOvxRMmxC/C7R0jv2u07e47vFvv1urkizoGKqvHSMvBASC9RwkjHz2F8Y5jwAdADBBLHQV0HYAXzgAgGwY/+xopoE730qEY/lwLQOYl6tbIgPdcOv0uaw2l0+jsWCwHXBxodvTF8ueHTzpHGu5/omya/oVvSUmTUlKn176uksm3i7DCMMf4RxhWhJjohGBEQCLwEIgIWerDYdAVGFgKFPQEZwPnAOK8zhWoSJvRKJtdtbp0v2u8s4ITk7iJBHS6xocmhVs/Qlwdn3CviUY5VtZ564j7DRKXJZcadC7L5BpPHvO62RolZSYOb1ywWpr2bRuNphJWR6u9O0vHI/tK/v+mSefjBspvL34j9Ts2ler1K7cqT8IGlCINb/cgywfd/LHU510eu1eW+uKm4cL7PSzFnwNtzSpSi0x0ptjIKpwxlhqdPvYYf0dWz1wq43r9y5EDevDlfW6XooKdzs/s3Bz5+eFJctavt0iT3iYCGoJ+feYL+WTkOBnxxkWObHzvxMec0lx7ecF/ZMem7VKjUfznF7m7nFOjtuzx7mZZ89lL0mCvv0pWAADOXR6EHsOdaLY70o0+wijnGEAXW/f8Nwx9nAPKIfN5AZguK4p+Q28CbjFPDv1JOfQc+g1AjOMAdES/aZ8tOpd02nSOEGQZRu72Fd23ofz9CRMmyLBhZnWVOXOkS5cu5V9gS1gOJAEHCtf/KVv++Mnkkx8uxTsLZcHDF0rjoacJk0gzhVSYuucJcAyEBUGK8ERgIiC9KUWheLRpW6FUycmSGlWjjysUblgtOeZ9ANnVaoTqQqlzKAxCxYxBU5xKFQjxg3kaLCVHTmgkE6Pvr7V7ZR0jXgdcfIgc/NBpzgu1nut/o2xcuEbOmm4mLrdJDyOtYMNWeaj+RYLxwqTiSzc+JlXrhH+fQtwGeyoIB37MXy0H3vxRmbMsS3vafh3l0ZF7lTlnD8SWA/krN0rfK8um3Gx+/nR/w6zU4xApOiEsryNfPk+6nzLEf513Z+XUhfL8gJu8h53fTPz927fXBzyXzAfJyUcHYYhDrFKH/NW0H2QyxrnKYwx9ogQa9caUXTRrmjRt11lqeN5+DPDFKng6Hw4QDP2WZ1JoqRddQb04AvpSNQAzt45MZt5F2jebAhQp5+x1KcmB3Ppm3X1j/EPZVXKlwz/+k1HGP+PGIPYKNo6BlJAKhLBE0JZn/M9buUm6XfamPPbJLPltyXppcd6r0uTcV+T35RtoJqqUW69xhYx/GkfYMxYEfUUJBwjl4g5DV6SOpn12o3dGyW8yS/FBRAHOmnarjF7/WNoY/4xr1fQlbBzjn+2Ei14os6woxy1FjwN7dGwsa54+1anQ/S4KbMqxpw+OXkO2prA5kKWJ97uv4L5Mu/foUtfXbWecfnO8jPHvssQadmsR0vinwmpmGVw3DXvyLP/P5d/Nc5YE3Z5ibzvGkCcqjQ4CiMIRIBKgBIKvxj/HiOyq8c9v5omtvGKwTD+hgRSsWiIrTVovL4qESP2hPuolAsD8ASIEuiCHro6HzqNOdKFXRzoVpdmXjQCk2Q21w7EcCMUBJkYh4HSJUG9ZjGbCsAja8gRg7TNe8F+OTjOZLQ61alhT5jxwnBOmBdEhH1NRHf8Fcdoh1cm9okSwZkGPGLumC+E44AS4FUywawMdZ0Lsv1v+w6y000+GP3uuY/wHKpcuxyZe/IJMfdRMPjSUbVYjKTbzAi7f8R/JyY1+NChePMOpff+nRXLlUb3N/wXINvmo0PD5sfGz5aS985wlLUkFyt29Gkzy9TZxPcKRx/iLNX0z50+54Klv5JkL9pWBHUovq0vbvG/jraMekKZmcYAp95SN4Gj/mJwfjBZMnClNzTs6FoyfIeNHPSdHvDRKOh89QDS9iOtINWy9f1c5+bMxwapJ6ePcT2Q2aD3z2DDqpx3jW1zBCCCjjExKVY7ZFu2U/q8sldx6TZzUVwaNPiBdCIQf5B8Zr0tgAxYRKUD+k2qk+iClmRWi86krnUMMyp6yHLAcKMsBQqykxOhrzsuWEGduAIYweY/MCQAZwYAn3xIhGywqcPFfustDH81yqvzXsX2dreZkUh+5lImgcIx/+oXTQ/gXRUDIGQcpUuOf+pyVOQzSnyl0yCOnS5uDust7xz/qGP+Me/vaLVKrWb2UZMEKg54OvvZ9pnDIo5/MlkWPnZiU48DYv3R4j6TsW7J0CjlGiiO53nxiSXt3bWpQ/+DvI6li3mJ99H8vclLmdD6Qtz/VG9byHvL//uS8Z+XXJyf7f7Pzzl8flguW3S+Ne7aSvqMOkGnmPPOMuph5OclMGNnBgKhQ/cZIJ0efLTIaPYMh3/jg02X1JANKYfxDxviHtvz+o9ToM9RZ9pPf6DbSi4gC4ESo8a/nmPPG8XQ3/hmvdQDggiXLgUpyYNuiWbJ59vfmjbVnVbKm2FyOEY4xD2ISyrDF+M3Ly3MQEIx+BDSCWpdlczsAhLcHjHlP7jhloFx0WHc5sKNRXAZ9GbZHJ2cQOA6s0qCTsWIzsujUChqEYkjUhOfojCKxtXQ9bg9pe3B3WTRplhxuoh6pavzDxUnTlzsJHcYOkLWbC+TVb+bJyXsnxolN7F1N/dYx5JB9kUYhSeF7vPXlDiNGLbhX6rUri+xXhEtrf1/hFMdId9M+N//VmUTf7eQ93YdL7avxz5r/uvoWBYg20rdhT5wl9Ts3MymGDaXbScHrKVVpJX/s2FIgX/3rTek9cn9p0qt1WLWhW9AN5PgHM7QpA4Cji1Roxchp7iUOAHO70G2kCm08/gZpPeAwadilv0n/eVKWv/2AbGq/l2xs1lPqmWcAAIvrcBbQawA+zCPgNymvHONTXuRb+5EOW5sClA530Y4hIRwo3LhGZl1xoNRo19N5nwCdqNVlkPR84OuE9CdYo6AZhDURuAi3cBUhb07EWeADgobzEExYk2rD69gxpEH7g5UL1sdkOA5/MBSShVieDoekohOYk6X/qdyPYmOc9bnyHVmwarN/GGNPHyTnHdrN/9vupA4HMBLd+eMV6fnY3JH+qFbt1g3kgsX3VeTygGW/ueVd+frGd+Tgh0+T+h2aGMRZhJfzlUfTnpos4//+bMBipN79s/DpgOdieZCJzboAAEsbl7e6GfoI3cI9YYW6QKALgBNRWc6hT9AroYgoD0tXA1BRJ0SakKazcu/V0GeLnMdpoB3mHHAtlGfALxyMTCHX1JNMGbIdp+VAdDgw9eQWsn3JHJ/xb5ADiLfWJhshPBGAoBvhpsSwSgKCkg+EYA1l1FOvhthDlUs23rj7k0zGP8oL3pO2haK0FF8OkPM/wyzfWMekbEDYH8989kd8O2FbixoHIjX+6cB+tx/n7weoPQavovj+ExXc2fuGo52X8LFCWIfh5q3cYRj/NNH33APk7/Pu8beWlePTO2yZd5MoYvUvaOXUReV2AX2UZwztYMY/FWCc884c0nMCGf84EBj3EBFqQC1SeiivxJwP2gH0Yh+9hI6ijE42Js8fYIs2+KAjM4kya7SZdGftWGPKgV1G6FRp0KykDfMban9p7F8oVtJo+HsaRmXCVDhEuBShWZH0HVJ+WKkhXYkoR35+vmzZUv7LlogmEHXBgI+E4L0qqsoYL5G0ba8p4cB3tx/p/MhrUls+v8m3eljJWbuXrhxgSePx03wv5Bp81XA55r3R0nKvjrJlhW+Fs6e7XpOwoddv30QGjxnutM/bxPe9/VjpdHR/uWzL43Hv0+zXf5Ds6r6oae2W9eXjs5+W9fNXldsPjO1AyL/7QtJyAgFW5O/zIX0H459IKYtNAOB4QRyuJzqAzCaSwG90my4tisGPjOYckYBAzoa7T+m2nzzx7nTjrB1P2nKAEObPJzWXoi0+4675sf+QlieNkfkPXSjVWnRIynGDKIMkIzjDIRAV3gfAhGEmWWHchyIMXiYYI0S9Qpi2MWghBDGISyoSKygxFk2HCjUGlAplUTCh5lyEqgNFlSpEHvBCszoJSGZ2lfQJobczhr97HfdUuR+2n5FzgJWVWNIYateklswcawzso/o7L9Za9m2+kH9fs8nuFWcib6ZSVx5w1wmSN6ynyXdvLnVaN6xUXZFezKpD75/0b//lm5f59OF/OlzlRDcw0DHOQd0x5qNFOA6a5oN8pW70TyB5yXF0Ho4CH296D44Dq70h09GPAFjl6bpojSMZ6rEOQDLcBduHlOLAmk9f9hv/dLzJX0Y6DoGx9px0oB73fy21uw5KqjGRwoPgDDf/n84jEMmNZMt1oQx3UoZYUxmBTOhWCeGKkCWkC5Idr9U4tP1obnFuQJDcE6GD1Y8SwRFSpClYuXQ4XmxQyAdrn+8fyj+2PSmsdmLJciAVOTD+Vx/yT98XrtoiS81qVq3Myjw9Tt1LdmzeLp9d9oq03jfxLz9tN7RHzNm7asYSaWAmFVepVvb/XFRQNjWRlY0Kinc4QA8pjIAggEjqAOAUsIIPsrS8CECowbkjA8jjYDIZGUwKEDoM3YNcRketWrXK6SP9YjIxABXncRIyiWwKUCbdbTvWSnNg1cQXZN7Ys0vqyc6R6aN6+X7vFh4FK+aVnE+iPYRcRUKcGOxMQEW4uo1/BKWbEKAgJ5RFsLsJxIV6EPbkYCKQK+KEuOtKhn1SosLlIci/F3FKhjFEuw+rpi0qVSVvKbVkOZCqHBjWp5VUN2+1ho4a2MYx/nUsE857Xnaa9KA5b0yRnx+ZqIdTZovhCyoeDn1723vybO/r5f7qo2Tz8rKpjM0G5MlRr10gtVrUkzN+vkkO/fcZ0vawHnL0z2Mc5B+9oXn82h4pqDgE9CMeRNSWiD2OCKlARCQw8gGmmABMdABwivkDzAfItAUXbAQgHk+hbSNtODD/vpH+seTUbSRFG9f6f7PT5C/nSqMDTip1LJV/6CpAOgZQfgQp6I4ul8ZkLJAdlnQDXXETjgOCVdOCKMcn1QgnJxOM+UjuC4ZA24O6yaLPZkvrA7pKq706hVUNy/yhnPPMRD1LlgPJwgHerbDavGWZN513aFY61adm0zqylZWhzHNbrb4vrTFZ+l1ePzCGdXEHct7Lo6+uf9spwgo/rx9yr6z5bZlcuPJBqdW0JJ2n24mDhQ/UrH876Xf+QU7EFyMb0MeL8jOvCV0QLUNbZQgpQV5gBqOf8QJA4YjwG6CK1eqQO8yLI1UTJ4CIgkYpnMFkyFdpbZ0hg7bDtByIlAMdrnrBf2nbc+8x+2b9tqxsqda8vQz+cIe0H50cL38ibx8hF23CoAfBd+dbYvQj1FXYkzaE4IXcIVUELegPKBD7oUhRm1Bl4nUOJcOEXtaNthSYAyd9OkYuWfuInPL51YELeI6CQqozGC4i6akirX5uX7dFCrelnmOcVjfBMxiv8c/pc3+/y0G8D7j3ROn5t71LXZHsKSTIbIzccHPcW+3jc+RZ4QfjH3qmW9nJz8U7i8zLxz6XLX9udMpgbCs45BxwfWGkg7Z7gSJXkbB33TIEnbLArAzEMXQHMhvdA7rPmDHwOU45tvQDPuAEAHJlovEPo20EIOzHzRa0HBBpfOBJUqtjX8mpVU+qNmwhtbsMlA0/T5JmIy5KGvYg5DDAQTyCCeJIO4sgZXKwm0BfMPoRwEz4AlVB+CJYiRYglIkOKPIDmq7Ogrse9z7zBogyqLKgTkVxuD5Yzqe7jmjtozD4RENpBeoTY8MxYnypHGWo3iD8yd08Czw33Ev2M5mWfZ8vLw25zWHBKV9eI7+9+K0Mue5I8zKn9F1RK1Xvd7V6NeXCpfeX6T7/YXLb2RLxTEZCtujk2fL6t2r6Yln69dzSxUx+//Z1W0sfM78ebnixFG4tkPHnPSfnzLpDGnVrUaZMpAfUWA90PXKD6CH5/arv0HmAS9wHdBB6h3ED3rCKG9EAfqOncAIw/DPV+IenmS15Az1V9pjlQDkcqNGm5GVANdr2ED7JRCA95DdWZAnPivQf4YpxjsGK4Yqhj3Dlg8BmHgBCmD4gZPmQOsQKQKy/zPXs54VI/cBBoD6iDQh3yhPC5locCs7rykIV6XskZeknaHWs3m+gqwvBU3iZKRQrfqYa/9T4p9+v7Hens8rMtCc+lwuW3ie1WzZIteFkZH+JjPJxR0ZTmRH1zFKjUHbVHCneUSSDzLKjK76fJ8ea5VC9tGPTdv+hRZ/+FjUHgNRSjPtQbwvGoOeDY8O8AmQo+gd9AboPKIX+IfUIecNH5wUQHch0sg5Apj8BdvxpxwGM43ByPCMdOOlFGOcgLAhcnACELcdAUxC4hMMx1sn1BG1hiVDQXhwDtjgKOAhEDkD5UZ5KTNACyUHwE3FAuFMf+ZugN9q2riZBe7GmWBqrRGngVbIY/9zXWEU7Yn2fUrF+3gY76ZKX/F3ftfuFTrxsyjoAfrYk9Q5GaLIi/5Ewrmrt6nLpxsdkythPpPfI/UJGow555G8y8eIXpU7bhtL/woMjaS7gNegJHAC25ZHqBeQo+gHABp2DbkCWEYlG36Cn0COaKoQ+AmDCQaCOTJN7WUYRR5QoPGHCBBk2bJjMmTNHunRJ/JJY5T0g9rzlgOVA5TmAgCX0ioGOsY8RDuqF0Y4zAMJPbiUGO44BRjzIDMcRzCD6CF8IwUt9CGTOKzFJi7oQypxzEwoBZcsLuQjrUiae6UDuvqTjPogZCjcU6paO4070mJZ+84fkmKUWl3wxRz673LcGPX26ZN2jUj3FJpsmmpe2/fTgAEAEMt4NDoUaGcY86a8ATuglQBt0A9FndBJb5BrnALHQLbSBruI812tqYqh20umcjQCk0920Y7EciCEHCKuCqhBh0HkAGO4IVNa7xzBH+DIBC8FNihACWZee0/kImvPNeYS714CnnCL+7uFQJ8u4cQ1hXkK5OCE4H5mcx+nmUWX2wYL4hIO4VaYde21ZDrTau7NzsPnAPL8DwOorvz41WQZfYd9AXJZj9kg8OADgAiHb402g8eEa//QNvYRBD9qfZ9I2QfRZvAHkn3Qf1T9EpQGhiAagi3AUiL6iW+IRTY43H0O1Z1cBCsUde85yIIk4sHX+dPnx2Aay+NnrE9Ir0nHIu3cLZZB6kBPN1USAqlClPMIW4YqwVVJDHmGtxr87EIngBpHxEmFdjFM+RBJA/5ksTK4o6I6lynGAe5dnFCefWKY8Va6X6X9115N8yyqy+kq/8w6MyoBxknGYLVkOhMsB5DOylaigOgLhXks5jGyN5lbkukjL0l/apK/sQyD+6Ap3eiWyTWUcTgYgFmVI4Qp3knSkfUy262wEINnuiO2P5UAQDsy4aKBzZvnrd0udHntJ/cHDg5SMzWEMcwQnhjjIPsY9hj3C0/3GW5B9BLDmU3KNm0j9wSBBEHM9Bj1KBocBo95LKCEIBIcyID1KIDsIfXcEAGcAY5ZJ0DgoXJMIBEv7mEpb+GaN/8TesRGvXiALzt1fmvZrK1Xr1Kh0Z/h/8J/DMOLe2smPlWZpRlSA/EbmK6hT0UHjcCJ/qcetHypaT3nlVdfQDroG/aTynmeeD/pFo9be+t77cZF0MS8z69aqnvdU2v+2DkDa32I7wHTkQJV6vlUaEjE2UHdd4YeUH7fxrf1R419/65ZrcRwwRED9Me5BZxDaga7hOBEDlBCGjNv4p07yON3zBIhGkHJE3dSH4YMyAN0JVL/2y24tB5KJA3mH9Ixad4jI8T9l3o41/qPG1oyoCIMaWYr8rSgh53Eg0BUKGFW0jvLKK3iEbEfG0x6AlBL6gt9evaHnL3z6G3l+cr7z850rDpZD+pR+k72WS9etTQFK1ztrx5V2HGh1xs3OmJoedbHU7jooYeMDtcdoD5Sm4+0U6AtzByAMc1AhVv6hDqIAKAcMdEKvmqPprgNHgeO0RY4mDkEoQtCjeNQxAf2nDmv8h+KaPZfuHCDVLlB0Ld3HbcdXeQ5EYvxrq6SL4ngypwtdEG3CAcBB4ROIcAhwDJgzBlEOEAowCVLjH//mrnd/dY5l0pd1ADLpbtuxpiwHNs/+XpY+f6PT/z/ff0R2rF6asLEg1DHKw1EMGO1MCiYUjBHCB2EMKkl+puZfMrcAYR2IQHBwIlhVCCcCQpAHcwZI/cFhwOgHwaIdS5YDlgOWA5YD8eWApnUi5zUtJ5o9ANxBHwEoBSL0DyvNKTFBGB3CwhXQ/648wNniP7x22UHOfiZ9WQcgk+62HWvKciCndukXAuXUTo0XRmG8owTY4giAAmk4lmM6Cdh7Y0CMiBAoMa+A9wUokoNgZ4UHdxktG2qr0QgcCNKPWJo02hTLuqPdV1tfYA58fuVrMq7P9VK0w4cUBi5lj0bCgeKiYvnimjdk3ofTIrncXpNiHCBFNFCaaKBhIM/DkcnIf0AlyjPnS9f5R8coug9gxIclP9E71IsOIXqN40BqaYuq2+Sbq4fI6qdOlUZ1SuaWBepbOh6zDkA63lU7prTjQI3WXaTng99JnT4HSJ+nZ0lO9ZIXZyXrYEn1QfCCwrupvMgBefxcy5Kj7ENcg/DWa9mC8CPIwyXSj1AQoD/Uz2/mCKjBrs5BuPUFK+euO1gZezx5OTDx4hdkyv99LKtnLpU3DhubvB1N0Z49mXeF/GD4++YRD8icN6ak6Chst6PNASK6yHyAGTXiA7UBOASqz7wCJhfzHhoivjgCnMPghzhO5IEPaT9MBMboR29wLXKa/fq1q0l188bjTCQ7CTgT77odc0pyoFbnAdL9rgkp0XdyM0FoEOqgMBjb5Oa7lxAFkSE64CUiBKTxsLqDRgu8ZUjrQUmQShQuUZaPRh7oI31CYaBQ+E2+qBIKgrkEKImKkK5sxLWWUo8DOwt2SlZ2luMYLv58duoNIMl7vGnJOl8Ps0Q+OONJ+d9pT5i3zv5bqlSP/1rzsWZVccE2+eOOk6V6q87SbtT/Vag5Xd2mQhe5ChNpebTpaNm+dosc8dIo6XHqXq6zwXdpF9mNAR1PAswhFRR5G0quEzUGWGJCO0Y95bkOGY4jgPwF2EG26wIRpJdqChLjYoyaGhos9TSeY09UW+Frz0T10LZrOWA5kHIcQKiCzjABDNQFdB0BrcvBEbLlN6h+oDQghHd5FEpJcC3IPh814AlDY/wTPQBl0rxUDHXKoUSgVdMXS0HtXbJm4zonbBxobWgiCdQTaOIyx+2ES4eVKfk17N9nyNKv/jD3V+TUb/6VkmNI5k6fPfM2GdfT8NXkXRdtN85WTpY8v8fNUryzSM6cerPk1gg/qpfM46RvPx5v3mRujM0NUz6S3AbNpOUJV4bVZQxbAAmM1IpEOd2Vf3ndm1Kwfqtz6IPTngzbAQAtJ7UG8CbWIAZ6wQ0KBZKn7jHpPvpB3z+DriGqiz7B+AfdxwHgPLKbcSDbkf/wlfIAPaoXtM5M3FYM2spEDtkxWw5YDlSYAwhdBDIov078dRvFCF8+ispUuIEwLkDY8yIa0CKUKUR7KAddjUhDzfQFJTLhhtfk2T43yIsdrpecLcUBFSCKhXGx1XrD6E7YRag3mhSLPkazf8lWV3aVHBk56w4557c7pHp9n1OYbH1M5f6A9J+/5D6p06ahM4xdRcbZNulW6/5YKc8PuCmVh+b0fem3c2Xb2s1StHWT5NYzLzTc5Xsp1db88OY8KHAR7H+7ZtYy5w3R5TGq24mDTNPGyzJUzTzH92adLa8fVn4UApAGoASDGVkJWl4ZYjyBCEMdGU2kNRIiOpxn0kuR3Rj+OAWAOqD+5PkzDniIQ6OAk0aBuYb20Q2ZTDYCkMl3347dciBGHAC1IhyLI4Ay4aPEKgxEBUB73Mf1vHvrDYOD3HMMZAekHeIYSsa9MpEqUbYY1CgA+oMzgiOCYkBR4CCgKKiTz7e3vitm1WjjKFSRZc//Kr327u+0gaOA0U/YGcVDW9QNmhRNIocVhUhf+VSWUHBEK7gf4aJrlW0zXa/nmYn2/U5XXgUbV76Z+PuWyf13U06NXCnaZgwxY6yunb3cfSpl9j8652mZMe4rqdexiWzI961UNmj/96RmrU3OGBrsc6x0vOr5sMaDXMszhi3/XS/6v2npOnmmx3VOPT89OEHOnn5b0DoXfVaSvqaRgIXjZ8rCSb9Ju4N7BL0OGckHOcQHuUd/IiGdlIvs8YI9/OYTKA00WFvIcZ3Ey3wB+EO6ErJbX/SFkY+MR7YjT5Hz/G9JK3Um/honQeUs1+p1wdpM5+M2ApDOd9eOzXIggRwAQcL49iLahJcJ/WJUY7yDxAQihDpCnNV+MLa5BoeC+lCOrATBMX4j2N1oDkqUMC8fLcM7B6iTnH+u0dUhlk1bIC+1uk7e7nGH7H/lX52uFBcWy943jPB3i7boK32HcFw0ZchfKAo79I+x0v9oEPzCcKVeS5FzAB6CVvKxFDkH3j/x36UvNo+5Y/xz1OxfsPS+0udT4NfKXxY5xj9dVeM/y1hWi+b19ve+83Wvmnkl4Ztb/P+9xj+VzXr5O8mu4qtn9YzQS0HPff8XZy6LdiIrx3ddy7066qGQWwxn8uXDSccMVBFyjP+NV/4gp/PzfS/fQj6HO9eAiDITfYnUYvwjv5FvOCsg/24C4Ve0H4cBwAhnRhd+wOmg3VinOLn7lIz7NgKQjHfF9slyIA04gMBFaIO+6IQrhoXxjHOAkMYoR4grSuMetttoVcSG68gZZWIxx1AmLBFKHSjMnZvXS3HBVqnaqKVjRNM24WHapDwOBYTzQV0ogId7XmBsjyzJlSqycMJMOe27f0n9Dk2kZpO6TuSAfnA9Cs2dr+rua7B9+kUYHUQqHPQYPmiUIVidFTlOf1Gy5c2XqEidmViW54XngGfWUnAOwKdQz9qINy6UN4ff71RQt10jqWLy/f2ov8kUqd2y9HLHwVtKnjMNuzb3dYZHY7efTdZP67yZzvFmIy6OWmcHjD5EJl/1ulPfoU+cGbLeY94ZLQ83uMjMsciWc/+4UxZ8MlM6HztQcmtWC3mdnuQ+5kWI/FMHTgyyB7CFqCnoPfINEAXAhi3Ge7iEwY6+YAv4Qv0Y/shV/puk+uhvjnXo0KFU1SwhzfNJZBVAB32BDshkyjJKLXCCVjlcmTBhggwbNkzmzJkjXbp0Kae0PW05YDmQaRxAtGD8YoCr4aQIDoYpApgtaEwwNB3BDtqD4CYUTXmUB0qACcYIfM6DMjWvvktmndfLYXOXm96V+oMPL8VyjH8MctAg6tU2v7n1Pfn6hredske+cr50P3lPZ592NL0IB4bUJSYtVyRkTQgc1Ake6DsMSnXK/kgZDmB84NRWZmJmygw2go6STqH/91CG1YaFq53a67Xzpbh9evkrkm/Q6lO+vFZqN4/vyjMRDDPgJUxgHpt7bplzR79whHT52/FljifyAHIU9Bx5pHI51v1BBoLcI3NJuQHAIfUyWu1TN5FkHAxNdUQvAPDgyOAsIMuR6RyjP6QfoQsymWwEIJPvvh275UAMOaAIjbsJwrEYUooA4SSQmxmMKIeyQFhjeIEmYWhwjGuJMKBE2F94/1n+an6/6Wjpfs+nsnH6F9LqlGud46BRKD+vAT/kuiNlZ9tq0rJVS+l0iC9sj+GukQmQKhSGtqUKxt9YiB0cBhSQhqhRUvSfqAWomKXU4QDPAPdOjafU6Xl8egpv+M/wnw3lAKjhr70aet8pwieViYnj/S8+WKY+MqnUMCaN+TrpHACQeGQaMhVgIh6E3CcCq+0B4ESTkLOAOmwhwBqda4YeQkew5YMTQn+i5XxEcxzxrss6APHmuG3PciCDOUBoVhF4EBoV2MFYAuKP0kBZsa8RAxwB0EYiA3kmTI3w33reffLbP/Zxqmpqwu6zrhrq7G+cOsk4Az7F7DX+KYBCrNOnqUkbquc4GEQpcCj4kGLEHALQKkLHGDc4AigQSHNc3fm6hKJBmYhQaNQAxQNxDCdEw+LOQfuVEhzAAcVpizQnOtAgF302S14beo806tnSmdCpz0mgssl+DESZ/wmfdCXkzAIzDwSn3gsEHPLw36T1fl1k4+I1MvkKX5rOX545J+lYQTpiPI1/GIDMQ1bjBJDiGCkhkyHv/wS9wv9TiUgAshpHA9CF60gJog+M3ZKPA9YBsE+C5YDlQNw5APoCCg4tefFWWfbyrdL1zvFSr++BzjH3l3c1HBAc/SiKTn21uw6Svs/OlcK1y2XtV2+a3Ndc2VVUKJtmfOmvTlfEUUSeExguGPJsCRODZNImSoMcVZQXW5wBFBhIMBEIymPsg3qiVDH2MRB00jHOBtdwXgnnh/pDIaRaNpItzgztoQwtwhUJB4Nfg9GhCKa7FM8OBkgkhPEPrZ21XKY+OkkGXHxIJNUkzTXpbPzDZBx4nPdg1O3Ewc6pLscMNO81KJaGXXbPDwh2QQKOA1ao7I1X8/xHILfhjhwETEF2hiurkN/UFWhVIfdYqI8ypAYxVk0Dssa/m0tiZr1ZshywHLAcSBAH1v/4iWP80/yca4bJgNdWSJU6wVOC3N1U47/UsaZtpZr51OzQV1a85VtusOsdnzhFSD3COAcFwrhXZaQGO1scA5QEhjvKiTZIHVLC0NOUIJQMH5QLaBPX45iQ0gQCxcRhyJ3iRJvBjH+MC65XwtCgLxj0pJ2gKLWNQApTnQ/Kc622r/XZbfQ5wLOkiDCRqIpS7Vb1ZcsKk85m1sIHPbaU3BwAveY+858PRfU7NA11OuPO4RgiR92RUpB5ZB5RXbeMDMYcZDYyjo/Kbq4H9EBuIzuRfQAxADj8LwFvOOaN1gRrI9OOh36KM40bdryWAxnIgeLCHTLtrI5SuG6ldLn9Y6nWqIXUaNs9LpzIrd+kVDvZ1SMPD7sryq5aXQZ/WIK8cw7lDTKOUa0KhOM4BigJDRlTBgcAY19TlGYtXS/djbFGJID0HwwAzlEGhaSOAG0oykS9OBEY4+4VKWiH6IC7D6BhrEzB9Sgr2gftUmSZujiGQsMpcdfHGCD6wLUoRWv8+3gSyTcpYPAb5FD5H6wedSYxTiKhUfPvlfHnPSc9/raXNO3bNpIq7DVx5oD9b5XPcP4XXifJbfxTA/8voqnhGP/aIjIOAEXr5nrkHRFZHAAQf/aJzCJjKY/MZgEI0oFIzbRUwgHrAJTwwu5ZDmQkB+bff64UbvCtzPH7dX9xeND6zFuk5UlXx5wftToNkG53TZBlr9wpHa54RrJzq8a0TXeKAkoKgxpDXrfaOEa85pQedfdE+WzmcsnJzpJVT50iVc2EP9B4JZQMhKKBMNQxIGkLpeRG9TH+MewDRRZokw9pSDgCGJ98QLdAy0g/QbF5FanT6O4vzgU7zxh1SVJ1UtzX2n0fB3DaNKITLFqjvMLIANksz1HQ8t5tjnnh3OHPjPQetr8tB1KWAwAeyDj+G6GQd2SgOxWzvAGTfglQQgoQCD+yUOUr/z+MfF31B/mJI0DKJU4CfeI/jWy2sq+E0z7NVfLb7lkOWA5kGAeqt+lm1q8mR9M3UZXhL3nuhrhxoW6fA6TbnR87a/fHrVHTEIg7imru3LmOYuG3l5au3eIY/xwvKt4ln81Y4S1S5jf1gESRKoQT4UadcBZQQF6DEUUGqo9SRHGh7PiNouMYhCIj/QAlhpFaUcKJ4DpC5JaCcwCjAcOkPONfawCNdEdz9Hg8txg3vFwJJ89S7DgAf4n4RZuIIC0wKSuk+qU6IZ8YT6RRsWDjJ1LAvCsiB5s3bpC1yxY6/AJoUecAQx/ZigzF+eB/STom/2nK4SRQ1pKPA9YBsE+C5UAGc2DDzxNk6Qs3ORyo1qKDnxP1Bg7z76fyjq7og4EEsq6T0RgTRjfhfJQK+4rgu8fbqmEt6dKi5GUxo8d9K9sLCp26SBsKRCgqECgMSJQ6SkeNBox/EONAyBiKi2sxPokwYAzgoPAmZCIKKDWMd+YBhKvEtH2UMc4I0Y6KoG6BxpfuxzDoMRpSiXhWKvJcpNLYkqWv/N+RIfyfo23cAhbofzxZxhtpP5B9gBcY3dEm/pe5Odky6/TW8ud1B0rOrMnOe2AASpDjyHBSgpD3OANK9In7R9QXB8WSjwPWAbBPguVABnNg7dfmBVg5vkzAguX50nfcXIcbG34aL4ufvzGlOYPxz1KjGNH6Gng3wubOPUVhgbCjOLz0891H+w8tX79Nzhz7P+eV9KTTUC+T0CBVLMwRAKkH7Xd/MBowHuhPKAMCZUb4HOQfh4HcVbYoONKAQMA0PUk7htLzEs4OCo+PTpzDAUg0Wu3tp/1deQ7wPPB8cH8txYYD/JdxDmMR8eE/zv+aTzoQ8ipWtOTZf5lJ8+ZN7rlZ8vtDFzpgCHIduck9wvHgv+Cdq4Hs5Fw0l/GN1RjjVa91AOLFaduO5UAScqCdWTtfjDCFejzwjfz50ZOSVcWXh7/81TuTsMfhd4mQr64wgWJF8LuXcQRNB3VDeZAeA6qOUR+IDu1j3pppMqSKzVzPBo2bOnWhcEip4QNKzwckTwllhGGGMsTg1+iDRgO0XLAtEQQcE/Je6ScIL6STkPU6zuNUgE66iTQkiLF7U47c5Sq7j9MU7pgq25a9PjgHeB6tcxecP5U9g+FP9C4WyDZ943+t6X6V7Ws6X9946KlOyupOI4zb9B7kDFWjmshCgB8cqkCEPrBUwgE7CbiEF3bPciDjOOBdLadqwxay/HXf2uTNj7s8pfnBZFgMaCVQITfxG+OcsDKGk04uc5fR/dcvO0iG3f6J7NWlqdxxykA97KTqEFrGOGfLB5SfFB7aJwJBZAFngPYwIChL5MCL1uoqQJqKhDLDOSFSQf/cyBV9VaOeLcaJG3XjPH1hS9uxIsLsOB60zdgy3QB135dY8dzWmzgOZNLzrZFKHJ5kGjdLPLe6/ydZ8sMEydnjcCk08zKQp8hctszTAP0P5gQk7ulJvpatA5B898T2yHIgYRyo2riVDHxrvWxfPFtqdR6QsH7Eq2H3BF2vg+DuQ26VbPnsxsPdh5x9ckshjHSMYSIJ5Opj/KOQNOVGjX2McVVSpPmA+kFEDriOOpiPgJOAA8CHNlDC5PNzPdEEjHtF9kG8SDlyOwA4BcwzYIIzChFkkSgC0Qr6VZ5Cpyz1lYdI0g7l2JZXpzPQNP5SZ4j7B48tWQ4kggPb1myWLBOurFq3hiycOFPaHdxDss3KZRUhHFlSGonssQ/AkFRUu6HUNcY/8htZyRYZhJxFjlrjP7y7lWR3NbxO21KWA5YDseNATvWaGWH8R5uDGMsY5RjEmmrEMe+EX86hpNT4px+k++CAUJ45BRj+IP44CSg2jHgMTPbVCWBLWSIMHPc6MChGFDhRBBQijgdzBQiDa5QhEA9wLkgfon5Q/VDKX9MiEm38sySgzp0INKZ4HOMe6ZyLeLRn27Ac8HLgz18Xy3N9fSu4Va1bXXZs9K0Kdenmx6VqrWre4kF/I08AFXACQv3/g1YQhRMAHcgh5KUb3KBqHGwFSZCZ/P85BliioEwUupD2VVgHIO1vsR2g5YDlQLw4gCGsaH+wNpmbwMdLOikZxA3DHSMdA5+oAnXqsnYg/ihFogw4DihrzYF118n11IPBrwayOgXMd+C8Klnqx8FA0fLB8WAs4Sj/QMZ/RVNhMJzDacs9Pt1nLgdOEP3v2LGjHo77FicLY4SPJcuBRHDgv4eN9Terxj8Hln71u7Q/rLf/XDg7/B8j/U+GU3+wMsgkZAqyj/82siHPOCOAF4AZgCycR+7xn+c8jgpbSxXjgHUAKsYvW9pywHLAciCmHMCox0AnB5d9DcETNUDxoQRB6VHOHMMZACkjouBFv5jfgCLlGpQkUQImK1MPqSo4EyhZncgL6s81KFOcCvpAZJ/BRQAAQABJREFUeJ2y4RJzAlDMIHKBrkPB86EtiLHQDoazN1oSTpsg/7RHvxNNOE7hEA4ZfLXOQjjcsmWCcQAHH+eX/wA07Mkz5e0RDzn7Tfq2kVXTFkutFvUrbPw7FSTgC7nAHCoIWcD4dO4TCzQQGeU/xrE84xQQdQPgANjQCb7ILqKdyC+VMQkYSko0aR2AlLhNtpOWA5YD6cgBjHJveJtxqpFMLj7RAgx1lB1GNZECjEcQMQxfHARy+znfqVOnMmzCQaCMGpwoT+rH+AT55xyGOsqV/tAmdaOI+U1ZlG24RHkUdzDli7GPkkbBE8XQNrguEsKZARVMFcIZq0jEAl4yQZz75l3aMFXGbPsZGw7g+AMWqMPd6aj+cs6sO2Tn9kJp1q+trJ/3p9Tv0DQ2jcegVp51lQNskXf8vyFWVAOsUIeACIAa/bqlHAsvIC8hZJw6R84B+1WKA9YBKMUO+8NywHIgURwoWDFfNv32jTQeelqiuhDXdjHaSe/BQNdJayhylDpIPag8ykxRMAxz0nYw1ikDwsU+RiFKzov+62AwxN0GshspVyMddI3rcQYgytMWSJqmJml9bFHOGKXU5Va+nGPCMqg+xn0g4lo+qti5HkXPNdEieAbp+KJVbzTqgWc4a+77EKpe7gFGHhSrJShDtW/PxZ4DGLag2Bi5GLbhEs8QDjTOvVKjbi10N27GP88nQEYwGUSHkFn0U+UC1wA6IGv0f8rYmXcEQABQgIzgN+c5h3zinDc1CTlJ3fRB0yEpz3HAjEgii34mpvGOdQDS+ObaoVkOJAMHCjeukRkXDZTCNcucFYaYZOylnZvWyrRzujqHl716l3S86jnZuXm91Os31Fs0bX5j4KO83YYvhgBKUXNdGawqVnUStAyKkA+OAUoyUCShPGZxPU4EBimhdfqCssX4h0grwjnAQMfghzBCQdhwYLjevdSqU8B8qZLX3+4tfWXc7v7qBGXKadvua8Ld13oXmBWTcALoq7udcOuJZTmMGrdDVl5bOqfEbeSVd409n1ocYBUw/oMYq+75QTjKyAIcfHWY3SPjvxvo/+cuE+t9+o2MQG7w3w7030dmITMAOLS/RMGQgcg7lW30VY19xss+jgJ84Fp4wb7boKdujtMP6ub/znl+41SF62jHmk/JWL91AJLxrtg+WQ6kEQemnrwbkcrKlj9uO0G63fZBmdGt/eotI/kN8lVcJNuXzJGZo4c4ZVqfeau0PGlMmfLpcGDd5wtl/OUvyMjvb/EPB8MQBarGXiBjmDIa2kb5gYpFYuRiLGMocy1oGYqYyIMb0Wf+AIY+pI4K12H4E4oP1D//YHbvYNRg4NNv7adutSxRBpS9e2UkPRfuFl5gLBBRwXjgw7hSnRiHopqpPhbb/8AcyDMpdvz/3MY/JfnfECXEUHYbvYFrScxRgAP+tzyngYx/eqVRL3c6DtEOHB+38a8j4H+LMY/Rj4zC6MeZZ6sOsZblehwQ73H6lchFAbR/ybyN3RtiknnUtm+WA5YDceNAw/1P9LW1q1hq5vUK2G7jQ85wjH9OVm3S1l9myXPXy/yHLnAEv/9gGuys/HmBfHDqE7JzxVZ5ot0VUri1wD8qDGuUaSjCQaAMjgAGOoZCRUnTfbgO45vfXoMZox2lzRYFzBaDBIWLI4ACJwIRijDMKQfipwQ6p4RSB6nDwClv3HpNoC114phQH0hknjGqGJcly4FEc4BolD7zbHlG3cT/LpDzi4NNWo0CAu5rkmkfcABjPRjxP8Tgd89hwVlwOwTea5EFGPEY9owfGcf/2yujSPOBkCFeIo2IRQ/css5bJpN/2whAJt99O3bLgThwoOOYFyTbpP3UaNNNWgR5u/CmGV/6e1J/8HD584PH/b9Xffy0FG3bLJ1MPelCW1eXNpo99kDYw8SwQFEGM3RRfHwCIXMoV1A2rqUOFDgOhZvItcXoh6gDJJLrQN0wTIgQUCZUChKKn2tA5iGQTlbBAe2kbhQ4TgX95Bj9CYQKOhe7vqiDa9RxoB2iDaRFQF5DwXWp3c0wDuik0ESlg7AyFoY/7eMI81/iP1Me8X/UlJnyyibqvBr/yBD+j9H83wEccO+QHRqJROa52yB6yDH3/ANkA7zGYaBP0e5Xongd7XatAxBtjtr6LAcsB0pxAMXQ4bIn/ceKC3fItkUzTTSgj0w7t5vsWLnQJLqXLJ/oNv5FQMJ3ydrJr4mkkQPQflgv2fumo2XKvR/LqV9fW6GX9PgZaXZACDF43YY7hoam9WB4oKAxjtUwdl/vVqRahzsVAQXMUqQQSpaJfNSnhhTtY8xwzJvWo+1g0KvxzzHQT45RHuOfSAL1URf1QzgM2h/ngOcLhY4zgoKnbS0baIyeS52fXK+OT6Dz9lj6cADHligUzx3pbTxb8Sb+ZzjKIOBs3f+7ePdF2yvesV1WvvuINDroFOEN8P/f3pmAyVVVa3t1dzrzQAYykZAOCQkJmRMRRAZBuBdFBEEBURAURJHp9wo4Ik74qwgIXpCfK4OgqFeUQQQRRAWVIYSEMIQkEJIwZCDz0El30v95T2VVnz6p6uqqrqruqvr281SfaQ9rv3ufrm/tvc+pXAP3P7ODcWGea36k4/XG3Nfc4zj1bOuCGb1UZfD/if8l/K/z/4U4DaQnDVtsVNidgByA3ZnojAiIQIEINAXC65kP9w5z7zp4b9u+anmipIbmJSHhiV3PAyD+awcMs0k/nV0gizou24MvP974tDe4+CUfxDRfhAgMRhgRuQiOaJzWykMoMRrPcgS+VNlHmPtUPQKKPHEM+GL1L36m2rnGsQfsII/4+nW+sF2E8apRvtQZ5cRGHAGO3V5EG1P/LIuiXALnsJOR//isBcc4QK3NIJD/kmBdMY4pjNgqlC8B+hIOKM6i97ti1xYHnH5HH0aksqUPsk21tp8+j92plgXly/Znju9rVTW1tuyWr9jkm+ZbjxHjcs7a79ecM4gkpJ2oP//L+H/C/xlG+VtzmkhD4H8D/6tIw/8S0kSXHUWK0W5AQA6AuoEIiEDRCKx7+oFkWdtXLk3u+86Q4y+wYSf9V/ilNPzky9r1peR5VtIWQeEjjOy7QGc/XWA0HBFMHAQSo2WIeb48+WJnnzcAIWDIj3O8dYNROabdGaEjTVRccY01udiSavrdR+RYAsQXvQuI+FpnhADPGyDs3blgloDySYewigam/nEAqI/PXESvs49I8CDx7yTKe4sT29HB70G29Gc+3GPuGLh93E+MYHONew8nOt+hcWPitbJNOxrCrDe//GTB/9cyaMAyHt4oRt3SBeIg3hHxCHvuZwYY4kuhuM7/ABixdBBnPvp/JV3+Ot9MQA5AMwvtiYAIFJhAj70n7l4C4jQQlxa8JWj90w/aqHN+ZGO++PPd4+lMRgJ8sfIFy9IaviD5QnThkSoxYnhJMBJJqAumy/ki9WUKnGO0kjyZkkeo8IXMQ78+I+Bx/FkCjgnkgbin7FRf9u4U8OXtAVsQ94zWuuhBCCAA/Md/iIuTwBe/OwukQzBhE6Kf8qhHusB1uHj6dPF0XgQKRQCH159did+f3HP0dxwEHGm/F3KxheV83LfxGbEuffrbqPOus9d/er712neWDXr/J3PJPqs0zNrh3DBokOq3Rfx/Cw4//z94gw/niM99zf8p9v1/D4MSMIIj5138Z2VUhUeWA1DhHUDVF4FiEdi5bavN+8wEq+pSa02NwciTL/NB/Aeh55hpNvFHj4X7+pM7AZbtINj5QsQZyBQYBUdEuxBh1N6Di3efSeCNGghy4vCly3VG3Qm8QpQvZJ9yj4twhAjCn62v13X7OM9oPyP7fOnjPPAFzxtAcEyiAfHEOZYPYTv1xAFALDEj4MIeOzmPXdGRfvjwICZORHxUMVqO9kUg3wTo2/Rz+qTfJ6nKYMaCe437mHsv6iinip/qHP2bh/QpEycCxyIahnzws8anUIH/KYzm++wLdcYhSSX+GeHnfwf3O/83fPaO/zPc63Bg4IH/He4AwI//WbmwKVSdSy3f5v/0pWa57BUBESgpApsXJtbxh+Ify4N3/hMm3/icpZwZCK/qT7YEEM984UcfvE2XB8IYEcwXa1Qkp4rPly1fvj6qiEBhhJ6lPnzZc8ysA1/0vnaZ83y5I9L5gkeU8OWOKOFD4Dxiny9y8sNuRBJf+jgY0TXSOA7YShluMwIDse/CwG1nFgTRQNnuFHCNeNgZj+/p4lvKoe44KYxgxh2bePxSON6yeqNtW7/V+o8ZXArmlo2N9EmcUoI7v6kqR7/nPuHeSCVw6Yfcd9F+Hc+H/wHch+QRF//xuNwn3G/cV5n+D8TTpjtmYIA8fcCA3+jgeSD+H3Av4dj4AIPngXPvS/38HFufwYg6Tdiq0D4CcgDax0+pRUAE2kigz6T32sDDT7F3HrurRYrta4Ip31RLg1rE0kFbCfAFHv9RnExpffS/tXgIYQQ8o+wIdkQ0AYeDL3R/D3dUbHAOscJ1vuz5IMgZBfRlPVz35Uou9hFHjP5FRToOA2IGOwiMDBKIl+oHfxAILDuIiyTqis2pAvH9AWiuYzdLD1yoIJSwzUc1U+XRGc9t31Rvvzr0Slu7cIV94qmv2y0Tvxaaeexd59qEk9/dGU0uS5v8vow/GJ+qslEHnvuOfu/PyjCyz4wXfb+1vuj3WKr8o+dYdoNQ77azwQaNrAtn6JjhSzVaH02Xbp/7CAeG+xr7OOb+pR5sua/4ELi3EP1ca225kzsB6crU+ewJVAUjNM1PRGWR/uGHH7ajjz7aFixYYOPG5f70eBZFKqoIiEAZENhRv9lmfyR4KC8QqsHQsU29dZF1C94IpNC5CTD6zigeghpxHX1dqFvuo+V+zBbRzJe9r9NHvBAPAe8jeowKIlb8mHTEpwx3OEiDcGKbalSUNO0J1I1RSxwYdyhwOKg3IgVBw4gmYgXhxVcnYqY10dIee/KZ9qraTwcTbolZnm79e1r9O80/mvSlplvyWVTF5EXb0w8QzvQBdxLzDYB+xuwa5eEgc4/4+/F58DUfASf8yYuOsF7Ln7XamR+y2pOvCB/qjz/b01pZCHgEP/c7M3g40u7Qk45ldywJwrGBlf+YIHFwbLjX3MFprRxdyx+B9K+GyF8ZykkERKACCWx6ZbbNv+BA2/L6Cy1qX9O9l02/c5n1nX6UTbz6CYn/FnTye8CXcr4Co/Esf/ER9VRLYVLNJDCSiGBBzPNhRJBzLvb9Gg8A+6ggNiMWEBOk8RFDBFe+xT8OBQGBz8eXL3EOQYLIwlmh/uyzjAPRh9OCMGOWA6eGfXjHmeM0ZBMQeoihfIZ9T5wVZte0s8kGT212to+49uP5LKZi8sIppL3po+wzS+T9KN8QmNHDweDjb9qiXPoZ90c8cK94/6GP8lxNptC48KlQ/BOvYfZ9tkfDutDJxyGmbtFxYvqn1z2aL7OClIe4x4mOzt4RDyeDexlH2+vBeezlPM/0cB8pFI+AlgAVj7VKEoGKIcCynhcvOiis7/zPTbdpdyy1rgOGJutf23+I7fed+5PHpb7DF+S2txZb9+FjO01VEAeIVb6Ic53Kj1aGL/VcH5plyQ1i2p0HRBMiBjGPWGF63x8q9jIZacc5QJAjzBE8uYy2s1SCslh+EV/fjB2MWvoyJkYnETLY5GuMcTo8MLLJSCZij7wQOyxpwiHgQzkIHOrFUiFGORFgCJx0y448b7b0I2yirj7aG72e6/6xd37WGrcGyzHGDrbDf3SKbVm5wTa9sdaGzKjLNcuySQfzeL+IV44+5A6rXyMdfYMPji/HrYXFf3zO7j72Whs0eYR9au63MpYZzYu+ELeTYz6I5mjf9j7NPUW/Q7DjdLc2Q9Fr35nR4myvaQeHfZz7gL5Of6SfE+jjOL3UOeosu6jn/4THYd8D/d+fx+Ee415jaRD7Hi9TO3he2uaHQPN/tvzkp1xEQAREwHZsWtOCws5tW1ocl9vBvE/vZ9vefs16jJ5skzvJj5Yx4laI0eRc2o4vdl+PjEB2YYJQQOSztCe+lhlh5Y4LYsOXBzBiiMjhWlvWBeMEwQLxwUPG0YC4gRE2INTJm3I5lyr4Gm6cKpwR4rFUCXGDSESQkYd/cGpwxKJCKVW+fs6dCo4RbNQTNrk4Pp4n2+qaavvIPRcmT/Ua0s/4VHqgnRjhhm90uUqUC2KXdsABqAtmggjE9edWaGOuMyqO0+diNowY+YP4J6ye/4bNu/nvNvXswyJXM+9GxbGXj/jnfqLf4bBiE32aPoyzjSin3zMyzz3k9ntppPNX7068a5Ut+NOdNv7ok5POra/Nd/FPOvo++TMDiINL/flQPjy5p3EcuB/igf8BiH5sdoceG2DGPer3ezydjgtDQA5AYbgqVxGoaAI81LvPf91qr151po396m+s+7B9ypbHpuBHdBD/hK2vPW9bgk/PwBHo6MCXLSPR+V4y0956IfT50scuBAsBocLrOd1J8DIQX3H7EQ+IagRRWxwABDQiPS7+KQNBxMg99uAEUBZinWU7LlAQJjgHiDtEOSOXCD4EFtcQQWx9PTZ1QYSxpIEyEWuILEQmTgz2YzeCzAOiCUFF/jgZCC7SYDf1jP/gmacrxpZlIAizdMK2GDYUqgxEKu0MY/pAVGRTJoKWNqHtEL3eJ7hGG5EGBxNHkDYnPX2H/okgjubXfWBv27Zus20Pfnxr59geYb/zUXPySzXLwPl0gfLpi9jABxsYTccO+pzXDceFeng8twknnI8/oEs9u048xDbWb7fEb7Un6hgV/24L9whp/Tkd+j79GWeK/CkfpyBVwIGAI32K+uMscO9jL7a4A8N9m02g7u70ZJOukuPKAajk1lfdRaCABAYd8XHjU+6h59gZFnzrhQ80V/fo3SnEvzOPi2c/39FbH+lDECN8Fy1aFAoixIaPlvOFjihH5CAaPLCP2GBZULqA4CEOYgTh2pp4dRHmDzwiahAkOB88DMyyH+zANkQKgoUPgZF/xD9CH6GMA0OdSI9jgRAkH0QhIhJRhLBH8LvDgJDiHEKN9OTjI6rY77MO6eqaz/MueD1PljvhsFBffzDar5XDFs6MciPiGcGHNW2DeMexo+3Yp2/QnsShvyJOEar0Ddqa/oyDiJNA+8GLeNE+et7b19ijF/3S+h4RvP5yYPdwKRl5E+BMXvSjuBPcGmf6Lh9sxQFAxNPvsYP7B5vpj9wzxHPxT3/ETu4LRDP3HE4u8XDKuZZqyRr1Ij8C9aPe9FvKo3wCZXAtXeC61xsnGXtxGMgDO5YETgT1wC7OEbhH4J3O4acNYIhjkesyxXT2lvN5OQDl3LqqmwiIQMEJVAc/bPau+7baxheesD4TE889xAttCr68ti4JZgb2mRq/VPHHiGqEB1/yLv6BgjhBwLh4R5ggMhDiCDPEAIIVMeMOBekQCogIhAYim21bAkKEwAwF+fuSJEbfEUcIH7Y4VQg1riNQEJAIMK4hQCgTEYfgciFEPM5hL+mxnfoy4onopI6IUWwnYAsfRGVbAvlSPs5SpgAbyqkLZj+8zqShHXBEaAtvB+qI6IsK2Uz5d5brax7/na15/Pc25ku3WlVNeqnjwhiGLKmh7RGg9Dc+nKdd2YcbxzCkLyJk2fqsDXXnHG0bZ1bdpcbef33iF3dpdzh7oI/SFi54/TxbysU5oC/QzzhGMHvbkQ9tRP9CjDPST34IaBxX+i1Cm7zpm+FIf3APUW+vO+IZxwebyZ+8XexTVwJ9gvLp++RJHXCE/P4kf8Q3/ZAZMhwItzHMIPKHvLERrsTBZh/x537j2FnAl3ZhixPt5UWyC+uK3VGm0evaT00g/V2ROr7OioAIiIAIxAhUBV9ifScfEjvbfPjcJ+usYe3bVjtwL5t222IjfjmFhvWrApFVay9ceKBtX7XMZv52tVV365GxinxpM1KJKEGcRANCA7GMKEUcM5ru4oRRdwQEggwHAHGAqCauj6BynY8H4rio8HOptggSBJYH0vgoPPlhE0IkGiiT/BFdHkiHeEK4eXryJq07Ez5DQJ44OwgYRBRODiKI+iDq4+V5Gb5lxJaReni4kPJr0a0LWLZ8ogINsYgNiFdY+pKK1vKL5p3vfYQ2a9dpe2/Ttpax7pmHbNH3TrXgRrP65Qts0vVPt0gKV9oSsc6Wvkf7USbCFuacxxmAEe2IWKZtaDuOuc5+tK9QCG3JxwNMXcB7/4v2E+LhaJGGdo8HZidoW8pDOHMPsEXsE8gTJ5SZK/a9rxCftsN+bGfLfUYgLXWmjckbvtxv/iwLziDXcAjgQl+kXLbkyz1HHPpvVJDTp7iGfdyjtF08+Gg9jOsCJ5Q8o/2QNiAPeHh9cT7Yj5YVzRebUs1YRONof3cCcgB2Z6IzIiACItBuAoji2n572ubFc0LxT4YN77wRPCMwz3qNmdbu/HPJgC91REZbRorbmv9Llx1lG+f9rTl6ILoWfvdjNv5b9zWfS7OHIEG0sI2KAI+OeOJDQCggZBghZCQS8YYAQaAgFhAWiFdEWXwZAOKBUclUgo28uY4ARpghYhgNjc4qEIfgI+OJo+a/iC/ywEYPjISSJ6LFeSO2yJu42Eg68mRpCfVAVLnIYdQTMYogon6IIkQOdfCAyOIYAUfZUaHM6Cp5wMmFJ4wRXZTl58gLNpSLLZ4OWykboVjMsPTmS+3tu6+24Vc8aFt7JoR4tuVvnP8PnnwOf218y6tzWySHPf2EgMPF/YCAZBQcltHnLeAOY7gRh+swQUCT1gV1iwJiB4h/WCLMaYt0IZX4Jy5tTlvhSFI2Tgl9HafBZxnoZ7Q1fYulWtiMU4i99DPaPB6oE44e/YotjgYMqBvlcN+RnrSIf+45yuS+4DqzWzDhGrbTl7kOP+xJJf6xwe8R2KWqM/cN9wF1gRt24GRF+3a8LjrOjYAcgNy4KZUIiIAIpCXwwoUH2eaFs22Pdx9r+37tN1bTK1iusnm91fQZ0GHiny9VhA9igtG+qABMW5EMFzYveral+Cd+007rumfzCHprWSAC4mLd4yPEERKIJsQFopWRdOz20T4EEEIGsYN4ZcQTEY8wiQZECqLFxUf0GvuMCONMkA7xhChCCCM6GIXG8fBRfE+LMEGsYB9p4Iu4JC5lYRfCH6HkI6XUCeHo4ol9AqKJMl0QUTZCjLqQB/aRv4sy0lAnHDp4INLJg+uIVgKCEG4wRjxSd+rHMR8PMOZDmdjsMwCUm8oJ8nTZbKm3twl2kXfUBuwMGS19JhT/5P3m5f9p+921OukQZVPeiE9eYasfuTN0uCff+FyLpIhaX5q1bG29ve+KP9gnDxphp83cI8kG8QkzeOAYwZY24DysEKbUKTo7gkCGP3GjdeMY8R+NGzWIvkIgDXm7qPc40f7OPvGJx5Zj+iB9kzq56KaO9B+22OkOs7cB/ZRrcKeOXKc/4QCQL/2QWQXic40+7Y4Q9wN9hb6Lc0PdcCCIR9+BG33ZWXg9fEvbc69SfqoALzi7o0Edvb1Sxde53AnIAcidnVKKgAiIwG4ENsx9LBT/XFj35P329IeCEeATv2iDDv1ohz4DgCBAOPOFz5dqPkKPUZN2y2bAoSfb6PN/utv5tpxgxBuhiwhwAUs6BAlihDrEA8IFkYNwSTfCithARKS7jtCHCY4RZSFwECCIUoQPeccDI6YIHuIzQsm+izeuIczIA+HoI+7UDVHvIt3zxD7K4lMXjLgi7CkXMYXIwm7SIrQIiDDqTNm0J58lwbIURodJg8Bii6gkLSP81Ak7fYmIl43N9AvqiDCEUybhj220D6LWZyw8v/gWx4M16ASEJG1Mm1FPDwg+6telm7+alLfy7AwZ0u7EhSftQ11bC6GjE9R7+i8SZcbjUjZtRZj57YfCpWvXPrzYJg6bbB+YOSosB4ENW8QqAfuoM32E9oMV22iAPaI36oRxHXvT9Ttspd3Y0gcQzgjruLMZLYe2IT7tRN/CVriSzvsV7c45+h1xEPoE+gzpmEGgfozYUyf6BPGpkzuVxFu8eHGyH9JHcDDIj/y5Dkds4Twf8qP+3t+jdhPPHZB04p/42OWj/XHG0fy0334Crd9J7c9fOYiACIhARRHoGftRHSq/4ndXhYKmKvji7MiA2PNRwnzYUV3bNXwAutuwscns1vzjN8n9tu4gUBEeCC1EBWILcYkQcPGE6OATDwgiBKLHIw8EclS0uwhCRKYKMEGcIFQRtCyjQBQhcnBGfMYhmpZzCFJsJK2Lf+JgO4KMOOSHMMM+tqSJBkZdCV4/7EaUERcO2Iz9Lv4R6S6yEPSM1BJwjhBxURGIE4BtCDIcABeyYYLIHxwGrvmMQeRSi12EIyIVm7GNfQQs3BB4qYKfxw5YIRL5kJ5A3RC8MNvrgPfbvpffbX2mHmaTb088rIxohQEOB/3ER79TlcV1llNRVw+Uj0PGFlvJx+8DnlvxMHKvoaFdtBlth3CnTyLs3bnz9mTGhTaKBtoB3s6fa6TNFCjH+w/CuC33pzuq9E0XyfR5nEUcHNjCCYeS+4P49GfamPp7mfRNrjGjga04YfQj8iVQH66TB32EPoqttBf5EY/+6m8Noo9yz8CCvukB9vQR+LMfbR+Po23xCbTswcUvXyWKgAiIQFkRWP7zr+yqT1WwDUa9grcENTUGSzr2nlBW9fTK4NSMueQ2e/Hig8NToy++2S+1aYvoQHwgLhDJCBgXUQgQxAJxXMjGhReFRGcGELHERwARF0GCSEL0IOziAXGHkKVcPqRD7BCfQPpUgZFKBGGqQLlREeVx4q/SREgjgLEBUYnYRShRZx+tRzC5yCMfRKKLq6hDxGi1izHKjnIiHsKS8vhQFqKac+64IM4RiIhzAqLO7SC9OyPss2zLHRtEMja640JaBKWzhyPxicM+tnkdaTfKxKnxpWD9g2VzfAijBySWbcEFRjg42MXW44cRd/1xRwdbEKgExD+OC32C89jgI+ELrz3RZn35XvvGSdPs0AmJXyrHTlhiI/0BBtiHrVHeu4oM+wtpEL/0G/KmDGY6+MAT5yYesIX8vN2xj+NoX46niR/DmHvGedM3cIIIiHTsp43Jk/zp/1EbEeSwpO3pz9iLc0l87OaaO9bkiYNB/6GO3KPUE5vZOm+uwRzb3DmFIfWFk7c9947f5+StUHwCcgCKz1wlioAIlDGB6p68+SIQ/wn9b0OO+4INPf58q+ne/GaQ9lSfL1O+zF24tSevfKXtPf5dNu2O161x3cqslzkhNlwspxr9RFggJBAQUVGbznbiIioRjIh5xBwjoQgfnIh4QNS8+PoqO+cX8+3Mw8fZme+pCQUV+XANIYXIcWHDcVvsiJcTP8ZRob6IIMQj9sKC+lIeAh0xhhMUXzKBMGPEF5HmMwPkT3z/OEsEGxxcsCPCELScx/HiPPXB0XFnh7oSx50i7MImHBHiYiMOAXVAPGKfMyEd68FhjbjlGvvO3sUi+dHuHJM/9UEUct6D7yMasZv60vfjPDx+XV3ih93g4wH7cAxoN4QpvBG6nBs+PCj3+pOStsMOO0iPLdSREXD4ORvPly33IiPq8EJA01/IFweNY5hQt3igHBwn2oh8KQ8nhT5Au5AH7UrbpAvEoWwEOlzIi/JwBgi0Ee1APNqEtqYv0a/8fiA+/GHKde4VnGHySxW4TjtEHWmYc84DdaNMb2/Ow4J4BNrAeYUn9KfDCMgB6DD0KlgERKAcCYw883u2ZeGz1rh5nU34/sNW0zP9D1blUn9GQPmyRqAgajtL6DpgmPHJJbhYTZc2KujSxfHziBoECkIHAYvjAC9CKmGDKJpy2QNW3bO//eQvS2zcoC72vkmJtfeIMtIj6BBbCEfEi4/Ae5nZbskHcYbIc1GN8ES0IZoRZYzkUlZUSHk5iDzEItejDgBOC3WN8mT5BoIMh5H8KYe0CGO4wiseKJ+8EIYIWAQwwo28nCFlu1MWbR/EOXGwG/6Iw+h1yory8xkBd1Kisx3EpRw+5IOt8IkGnD1spFzsjotm6kxdmGkhLk4FbY591IkteXKeMsiDc4h7dzTSOdvkDRMcBepIej6kdwFPnHhAJJM/Qpx6UzYcqAfxcSRox7Fjx8aTJo/pj/Rx7KU+Xo6P/MMebrQ9TGgrAvEoj/8dCHqCj8pzjf8r6QL1is5mUFfqEnVyKIv25f8UfH0Gwe2jLbAFGxQ6lsDud37H2qPSRUAERKCkCfAlud+VDxWsDj4SmU6UFKzgEssYJwAhitBAyEVFcbQqS9cGP3wUiH8Cv88wbuw+gdBMPOSJUHHBwxbBg8CKB0ZzGeV0QRW/Hj+m7RB+CFrSYh8fbEXQERBRjNy6CI3m4SI8XifSp+oXiH0Cwh/BRki1hCa8sOsPtnlfgwN1Z3SY/BG72OdCNpqOfRehrMenPpSVytEgLvmSH8IxLv65zv3EBw6IeMSmx6N8hDB5jxq6p3Xtk9ohRmyTP6P52EZbIY4ZbSdvF6Pkja1cw3ZswzlI1QbYRqCfERcRXReMcsPKxa5vEzGb/yK+yRM7aH8YcYxtlIlj4I4d+/F2JieENbZ7/+QcdsOIfkP7YLs7X5SFIKdNEeHEceHuzp7HJa+2BGzHUcGG6GAETgfMva/F83Le8fMc43TCLV1/SZVG53IjoIeAc+OmVCIgAiLQIQQQHHyxu1DsECNKpFAXGgjmVGLs0Mv/aDMvu9cG9ulmA3t3s2tPn2V792oMl2Mw+o+wYZQVUQZvRkfjwoTRX4Q14hjh4wExRjoPXGPJDAGxx/MACFL2WZZCmyLaooFr8UC+iE3KRNS1FogbDYg/yoymwy7e9sKsBMHrgJCNzpwgOLnGzITHYSaCY2Yz4oEyEN2ITGcW5eHxEayUjWBkdgIxTdkeEMAIScS6c/brzu7N6z5rz5082F755vGerMUWoYr4RVR73RHP1AnRHg30GfoKrGiXVG0QjR9lTJ6p+lk0vu/DhbIoP9ru5EE/o3z6IExwcuKBtMSL/h+gXXDQcBhIHxX0xKcdOEd+tBtMCZwnvod0wt2v+5Z0fNyR8PNrf/1tW3XRVOu76hU/tduWunk/8osc01ZLgmcTvI39mrb5J6AZgPwzVY4iIAIiIAKdkAACEsGGEHz5jfX27GsJAfTOxm127xcPsZE9G0JRxog54h8xwrIRRFmqkX+qiMh1IYYYIiB0EekEd9ZYEsGoP+X7CDbiknKyETss7UAoUQYfbEsVEHkIeJaHINAQ2ozSwgCBh0iMHiMQGX3lQxocH5wb9uG17J759uB377IT7704KejJF0FNXgh1xCg8PESFLaKOujPaTFkeWEJDnXBMEOnUDRvgjkBHmLI8BlY+OuzpwxHoRXOsx6LHw+zWPfVA8AreZ63XvjM8+3DrNkVFLgLY6xo97wkpuy0BW5g1aK0t2pJPqjiIdRwK7Eest+aQuAOFPfS5eKCOtBd9lD5Dn0s1W4Qzh2NHf/eZpnhe1BWnjb5Lm3p7EG/tv+4NfsvhGuvRpcpeveI42+PXK6xLn5bPFOAIUw59JjoTRT7Ul34UzTNevo7zQ0AOQH44KhcREAEREIFOTABhiShmi8gYP7yvDe4bPHy5IbEkZtrIvsmHJl24sqQHseRLaNJVr2nR0/bi144JL8+6J3jH/K7XS5LWBTpCF7EUXSrBMaIXAexro1OJMoQ8ogwxjigkLiLJ83a7EHWIYuwmTz4s9eBDegQvwg7xhqjHSUFokZ87CeTFOcohP0Tn64++aH86I3i7U+Br3HvAD+3C9TeERRIPcY6oZOSe+iA+o6Pm2E4+fLiOePTgTgG8yaMuGA3HZtbA4wBQR3cCSOOj9+wjeKlP06BR1rgzeD4giMtbt3ruM5XLLUIq5428KTNqa4tEWRxE2zmLZBmj0hcQ/7QfDiT1RzCnE8fUKVW/8IKoL4FZRD6pAnVxNvHrOI4+g0Afwi7aPxq6Dt51HOQTNLZV9+ClCC0D9wDiP+5gUHYq56Vlah3li4AcgHyRVD4iIAIiIAKdlgDiB+GBaPER4Vev/6g9/vIKO2DsIOvapSYUnS5SESOIYsRxNOBAsCwDceYj+Qt2iX+r6WJv/OIKG3nW93YbFSY+I5+MPCN4faQTgc0+S4gY5UWYxQUro6WMxmM3jkQ60RoVzthNeYzkUzbpGAXmHCLbBRxlYwP1xS6ENeeou49qr1ucWB4U6GvbvsthQny7KEW0eXz4uH2Ifh/VZ5aEMimHgA3uFHg86k0+cEXkMsKcLmAjDhFhv/u3hD+612/GUcEPeyVmF2CBWMXRSRUQrpSbTkynStMR5+i32EjbUZ909lJfrsX7ayabmwKnbOuyl6znqP3DqDiP3Cfehp4e8U+/5zztxLH3f4/DtteY6TbhB4/aW//7Ixt90U1WHbwGOR5ysTOeh47bT0AOQPsZKgcREAEREIESIJBqJP+9+yXehOJiFGHDByEaDYhhRqUJXEfEuADqPeFA2/TSv812NFr/956YSBbEX/z9j9vax+8OXpG61Gr7J16h6KKaSDgjCC5GXFkexGh5quUoCF2cA0R8uoBwRzCTFwIOcY5gpAzsxbFhFgAB7nFYuoPAdFFO3jgaLpr9/NSzD7MlD823RffNsU89963QBEajyR8hjrBnn/iIREZ2sQVGOBc4BdQPJweHAFuwi2uUh3jFMSFgE/khMr388MKuP8SlfszmUOdw+VUgMgccfEI4qrw1SIujRH7UjX1sTBWwrxQCHHxWKm4vPOirOGT0YRyruHj3NPQ9nEnYwgcui88Zb40bg+VF42bZ/tf8M4yaKj02wJO+Q1tHl+54/r7tM+m9xkehcxOQA9C520fWiYAIiIAIFIEAYhAxycOJcfFP8ayhxwFgrbovmeE8wnbvKx6w9fdcbX2nHWm9xk63pT//sm2c93fb/MrTRLH5582wPX/wZCisEdcIKYQaYpl9RtAZpUcQpxKlCK7W1qR7Xgi6umAZDfniMODwkB/1ccFHWVxjqRCOBUKe9NQDkYewRqgjOJk9wCmBy2E3n2ZH1JyedFAQ8QhFnJIlwfp+AvvUJ8oPR4BZD+rG7AZxyJdAmTgHnMNOnCH4I2R9poVriHhfSoRzwPIR5+Sil2Nsx7HAdpwzeFBX2EZtCgsvoT+0Fe0En2iAnztftGV09iUaz/dxvpwfcTcvnG3b1geOQHVV0Fefsa3LX7EeI8Z59BZb2pq+gwOgUB4E5ACURzuqFiIgAiIgAu0kgDBFVPkoaTQ7hDviktFtBDmBEWhEJyOro0+6JBTE8y840LYsfi5Y/7zrDTyBYNr4zirrFuTLKK2PriNcEa18fKTbRW203HT7CGI+iHzEOAEHhbX4PquAAMZmHvwlHscIONJhC1vqwmwBopqRdYQmgpmAI0A8Zg5ctCMCEYOISc4TcE6oD2z4UI4HBDj5cB0HADELA9JwHiGKU+WB89jBzICngwt1oF6kxT62OC7kR944ZdSR9ovaj+Albbp36lMHZh2iNrstnWELf3d44ISD5YHZIlhhP33R+6Vfj29ximCGUwbbgbMOtyWB+CfUBr/hkU78ez4S/06iPLbNPak86qNaiIAIiIAIiEBOBBBSLJdxARnNBLHFSDQi24UWopHzCFBEcVOwrV/2ckL8B6Pp1T36WN/Jh9rMS++wDVu3heINAYeoY1ScfBBwiDKEdzYBxwNbKReByKg359hHDPrDmTgn1IcZDBwFRBwOByIQkU1AWCKyfbQeEY1d5Il4ZhSeOpIX5RF8NJrlJFFhGBfS5E25CHYvj/jY7stXwgwjf+DMh4Dt2ICjAGvqhx0EmMHTy8dJwR4PpKVc0qUK5IUjQzsEPwoctl3/d38wVdSCnFv+TjC7MrBXq3kzc8Hovi/BiUbmHLMzsOSBbli09pAwvGhn+gL9g+M976+3TS/+03pPfE80a+1XAAE5ABXQyKqiCIiACORKAFG74OsftA3PPWpT/udl6z5sn1yz6vTpEL2IxXQj8YyU+6g0o82E6NKceWfvbzsbtiXqGYjUnVs2WK/xB1hN957WP/h4QEwTGJ1HgCKaGVlPVy7iNzryS1rKR/Ai/hjlxolgFHzRokXhOeIQEME+S4HgIy5ODPEpH1Hu4pK8cB7cDuxC/BNc8IcHwR9Ec1sfOPVnJSgfQYsTQZ0Q+SwNigZscifD31SDE8GHZUyIduylrQhuA3VkRoMZB8+TeO4IRcvwfcrH6aveuMqePz8hgAcdfabtc9HPPErBthMuvtuWBQ7AcTNH2i8vPLzVcmjDeMAJQsjTLvCiLvQRb7t4fD+m79HG8Kc9+PE7rdd3OpW11WKuympv1VYEREAEsiLw6lVnBeL/r2Ga58+ZnFXaUozcmoBieQuC0UVxvH4N61YEP8fa/CNWXH/j9m/Eo4V5MFLLshSEG5905SKIGd3F+YgGhBwizkU6IhHnhNF2lrWQjoCTwAg6opgRfhwWhDU/RMY+ApKyEZTuiDDyT+AcDoOPuHMO8die4OIeserLifghMhwR7KauCP1UASeAEW8+8UDdGCnn09bAzAEORMPDgeCvSYyHrv7zLYHDe2yLLODsy6xaXMjx4M9z3wjFP8nvnb3MXl0RvDo2y4DDQ9vgBODoUI+21L0ueEYEp4g+p1DZBOQAVHb7q/YiIAIi0CqBvtOPCK4HSy6qg7XqkbXdrSYq04uIbIR7fDTeqzv5hmDtfxB6RN5FP/57D/rlFlvEtgvQ6CyCR2KUng9CHrEfF6CM1rswRfgx8s2SGsQ9y2BcaCOWEceIZx4OxpEgPqIRh4aRdIQ4o8FLgod5WZ7kS2p4IBehyTp7AuKfOIj0qFPgNueyxWmhTD7UM1O+2JyOP3V029tqy+ZFz9rqh28L3+DkadbP/rO9cee3w0O4w406x9vA42e7ffa1ZgenR9fgh8SG9Mk2i7CNaetUfae1zGh3nyFpLV5br+FctjU01jfYaw89H/jIu56PaWtCxSsIAS0BKghWZSoCIiAC5UFgz6POCCuy6eUnbdS515RHpQpUi25DRtkBD2wPc2cp0I4tG622X+ofXGrNBJbnIOYRnIhzF+ieBiGOY4CwRxATEPyIZ18243ERfCwXIg0j/Xw4Fw2IZhfVvuU6zgHLajxP8icu6eN5RPPLZp/ZBhwdX9LDDIs/Y5EpHxwUZmOiNmdKE7/+2nWfb3kKNkE9q2qDZUrbGmzt4pVW1T3BK1vnomXGiaO5S9bYd+6em7x0/6VHJfez2cGW1pY3ZZNXrnF5WJ4ZJnc6W8uHvnN1j3OSUS6uv8m6dGt+WDx5QTtFIyAHoGioVZAIiIAIlCYBnAB3BEqzBsW3ujoQkNX9Eg/MZls6o/GIKkR7KjGMc4BoRvi6A+DLdtKVxYwDsxfphDvOBGLaZw7Ih33SeMAunJF8CGHPk62Lf/ZT1ZfzOEPRclkmhADlmYCojcRta9i69EXbsvDZFtGrunSz5a/vb387+aXgfEKwTvnc4Tb+ksNCZ6i9o+cjByWeeegSvH2HXzDef2TiWYYWRpTIAcuI6CM4bZnCyjmvt4iycs5SG37gmBbndFBcAloCVFzeKk0EREAEREAEMhJgOUv0jTbRBCzhYVQ/1fKPhvWrbNVfbg/fSLR99XJD5HpIJ/79elT8+7n4NirC49cKdczoMUtwokuPcBr4+APGuZT9/Odm7Jbsb/cdb4vm7tfi/D9v+FP4fIU/bN2epUADenezV68/yc563zh74aoTrHf3zjUKzrMYPJOBY5UpsCQOhxBHgCVprYUhM+psyKy6MMrgaXtL/LcGq0jXNANQJNAqRgREQAREoOMIsGSGkXPEc7oHbjvOuuxKRsinEv87t221OafyEGyVvfbjzyQz3euzN9vj171tUz59qE049cDk+VLZ8WcDosKbNsw065GpfqM+d629/t/nJ6NVBb8oPHKfF23p4snJc+zsd9i0cLkVgpfXt8K/PTMhg/v2sB+fcUCLMlo7wPFgrT3PczALU8jAsyQ8j8GzGalG9nnuhPuI/gcHZqGW7Hp2BPvSvXIVm09/+nLb9GbwuwvDE8vWClkP5Z2ZgByAzIwUQwREQAREoMQJsFyEt8wgWFKJ5xKvXmj+huf/vqsaiffke51+eXzwFqdgycnSR16y7gN62ej/aClwPV4+t4h2HjiOPpCca/60GYKbgOjMVxhy7Get55ip4QPAvfadaauCh4GnH36KzbttdljE5LMOsTcef8XqjpoUHjPKzQwINhRzJoTReEQ55RfaAUDEs8wpuiwrypvX1vpbmnCmCbQPdqVbvhVN7+KfWR3y8edLonG0XxwCcgCKw1mliIAIiIAIdCABhA1ChbXu5Rr2mPUfhpDdvHC2DTjko7bmH79trmqw3pywYema5nMF3MPhYjQZsdzekXrMLNSsTZ8JzTMiQ449NyQy47wjk2Rc/DPyz/IYnMfWRrmTCfO4U1dX1+IXjvOYdcqs/LmSVBd9WVr0PuLeij+jkSpt9ByvL6V/4NSQXqH4BOQAFJ+5ShQBERABESgyAQSkj1gWueiCFJfu14P3v/ZfyfIav3Cd8UzA6LU97dYp37Bpnz/Cpp59WPJ6IXd8iUj8B8QKWWYh88aR4cPD1GyLGSiPXzTOd1j31AO25dV5NvyUy9qcNSP9qRy61mZEcA6cnxfEMy4sy2vPMxyel7a5EZADkBs3pRIBERABERCBDiHASDTv5udXdVOJMTeqS5/gFZnBp0cwwPqlplv8dFG2CL5yWmrFKzd5KxMOQDmENY//zhZ979SwKluXvmRjLrmtINXyB7jJPPrcBH2XH6NT6DgCegtQgdm711tp2wJjVfYiIAIiULEEWF9P4HtFoXgEykX8Q2zVX+4IOlBCAr7z2K8KBpGZKu+nvi1YYco4KwKaAcgKlyKLgAiIgAiIQMcSYA06774vJ0HasUQrq/Q1T/ze1j/1x2SlJ/30meR+Pnd4cJmZKl4T6kvC8pm/8mofAc0AtI+fUouACIiACIhA0QlI/BcdecEK5O1ULJUpVlj03ZMTRQUzAP3fc4L1HD2lIEUz+s9sVbYPCBfEGGW6GwHNAOyGJL8ninlT59dy5SYCIiAC5Udg8+bN4etAeSBYSxLKr31LrUaIf96Iw3v364K3/RQjDPvYJfbWb35g1rTThp/a9geAs7WNB5d5NWhbfmAu27wVv/0E5AC0n6FyEAEREAERKBECvJ6Sh2h513lrrzsskerIzBInQD9kiUy69+4XonojP/Ud67P/wdZtyCjrsffEQhSRzFPiP4mi0+3IAeh0TSKDREAEREAECkWAtcj8AFEliH9+iIvXLEqEFao3tT9fXqvJ8xzFDnu865hiF6nyOhkBPQPQyRpE5oiACIiACBSOAK8frIQfHsLJ4YeWcAIURKDQBLatWmbr5zxS6GKUfx4JyAHII0xlJQIiIAIiIAL5JoCQ37hxY1bZDhgwwPhEf7E1qwwUWQQCAjvqt9i8cybZUx/oattWLbcV999o295+rQWb7auX29wzxtiCrx5jS2++tMU1HXReAnIAOm/byDIREAEREIEKJ1BfX28rVqywN99803irSlsDDzgz08H6cgURyJXA8+dOsfo3FobJ535qrL1+40U296zxtumV2cks3/ztD62qJvEDaW/ffXXyvHY6NwE5AJ27fWSdCIiACIhABRPgLSo8r8BoPuvFFUqPwI6tm2z57ZcbI+XrnnnIXrv2XGva9WNunb02g485O3hbUPCKUn50LnhrUPBOz3B/7RN3J03f69SvBvVpCI/3PudHyfPa6dwE9BBw524fWScCIiACIlBiBBobG8NRe5bfVFe3f5xt6NChJUZA5jqBpkAwzz5xgFV1qbU377oycTp4//7GF/9lU34216N12u3wky+1ml79rHHDO9Z95H62+MpTrXbAMBtx+reSNtfuMdhm3bMpdHC6D9sneV47nZuAHIDO3T6yTgREQAREoMQIsFyHh3AJ/N6AQuUSaFi3Mqx8U2NihNwC8c9Iev2yl0oGypBjz03aOvCQ1MvQqmu7msR/ElNJ7LR/aKIkqikjRUAEREAERKA4BBj5HzRokB7ALQ7uTl1K1wFDbdTnrglt7DvjaKvtPyTcn3DVPzq13W0xriGYFZhz2t7hA8I7tmT3kHpb8lecwhLQDEBh+Sp3ERABERCBCiNQW1trI0eOrLBa56+6rI9fdutXrfvwsTb4mM+EGTesX2Vr/3Wv7XnUGcEDp6UjXTYvnmOv/+yLNuS482zUueX1gOycU4YlGj2Y1Xjlm8fbhB/oNaD5uwsKn5NmAArPWCWIgAiIgAiUAYHVG+vt5399xRp3BA9CKhSMwPzzZtrbd19jS677vL19z/W2c3u9zTl1L1ty/Rfs6Q/1DI8LVnieM37h/HcHD87usBX3/jR0YPKcfYdmNyhwxsIQLGnqte+MDrVFhWdPoHTc6OzrphQiIAIiIAIikBcC9dt3WN15v7Wa6iq74JYnbfXNH7fuXWvykrcyaUmAt+WEb5wJ3jzzzmO/sh6jJiYiBEKasGnBk9Z38mGJcyX0t+ueIwpuLT/IxWs6bUejzfj129alz4CClTn6opuspnsv6zZ0tA094cKClaOMC0NAMwCF4apcRUAEREAEyojAk4tWhbXZsTN4JWIQFq/cEG71J/8EJt0wJ8y055hpwbKSR63ftCOs98SDwnPdR4yzly89Klh7PrIkXqU5/c5l1n3EeBtz6R3Wa2zhR8n5QS7EP6/tXPD1Y/PfOJEc+a0Jnm+Q+I9AKaFdOQAl1FgyVQREQAREoGMIHDZxqB0xKbHm+ewjx9n+I/p3jCEVUGq3PUfaAQ9st0k/edKqa7vZ28HymU3BazMJ9ctfCbcNa1cE79R/MNzvzH946HfKTc/bwMM+VhQzh3zo84lygnf39z/ow0UpU4WUJgEtASrNdpPVIiACIiACRSLAu9zXLV5p917y/iKVqGKiBJbeeHF4GP7abPC7Ck0N28LjfjOOikbTfkCAEfluwbv4u/QdaIOOOE1MRCAtATkAadHoggiIgAiIQKUTaApGUn8y4Au2ff1WG/2fk+2kP/2fSkdS9PoP/uC5tvKPN4a/Njv1fxbZ5oWzre/U9wWzA/pl5FSNMfT4C1Kd1jkRaEFAS4Ba4NCBCIiACIiACDQTeO3B50Pxzxn2NyxN/MBXcwztFZxAsNbcQ3Xw0OmAg0+wLr338FPaioAI5EBADkAO0JREBERABESgMgiMOGRci4r+5Qu/aHHc3gNmGB6Z/6Ztb0y84aa9+ZVL+s2Ln7OXv3qMbVu51Fbef0NYraouXW31w7eVSxVVDxHoUAJyADoUvwoXAREQARHozAS69u5u5628Nmni4vvm2su/fjJ5nOsOwv+Wvy60aZf8wT4c/IDSgLN+aeu3bM81u7JKt33NW/bC+QfYhjmP2NxPjbWBh58a1q+pcXvww2BnZ13X7Zvq7fZZV9gNIy62HduDN+QoiIAImBwAdQIREAEREAERaIVAt349rSp4/39VTeIrc8jMulZit+3Su758n11w679t8YpNyQR/feGt5H6+dh654A77YdWZtnbRinxlWfB8tq8KfgcgEkac/s3wdaAzfr3Canr2iVxp2+5P9jjPVjy7xDa/td7uOyUxm9C2lIolAuVLQA5A+bataiYCIiACIpAHAjVdu9gF6//bxn54up3y2KXWf+yQduf68pvrLZgEMF/dzg+MHTdz73bnG81gzg2P2rPXPRKeunnfy6KXOvV+7/HvspGf/r+hjWO/8qvwh6b6THpv8KNWub16dZ8PTAnyqgp+WwzgTrxTI5BxIlBwAlXBNGTiV02yLOrhhx+2o48+2hYsWGDjxrVcI5llVoouAiIgAiIgAhVF4E9zltlHr37MBvXpZvcHP2w1YUS/4FeG8zMmt+nt9Xbz2EutYXPidZmh6A2+6uDbkiIAAAbMSURBVL/UdEtFMfbK7gyer7jr8O/b4Omj7MifnBbgkBPgbLStXAJ6DWjltr1qLgIiIAIi0EEEjpk+0jbd/smClH7DsIsS+QazCv3qBlmvYf3sI/deWJCySiHT6i419vHHv1oKpspGESgagfwMNxTNXBUkAiIgAiIgAiLQGoGp5x6euBwseZn4iYPstED89hjQu7UkutZOAmv+fZ89d8YYq3/r1XbmpOQiUBwCmgEoDmeVIgIiIAIiIAJFIXD0DWdY7+H9rXcw8j/lM4cVpcxKLmTr0hdt0bdODBHM+/R+NvN/38npYeVKZqi6F5+AHIDiM1eJIiACIiACIlBQAu/5+nEFzV+ZNxNo3Li2+SDYa9qp33RoAUQHnZKAlgB1ymaRUSIgAiIgAiIgAqVAoM/+B9vIs39o1d162sSrn9CvFJdCo8lG/Q6A+oAIiIAIiIAIVCoBfnRr9V9/VanVz1u9h51woc36/TrjFaYKIlAKBDQDUAqtJBtFQAREQAREIM8EdmzZaM99YpS9+sMzbE6wVRABEagcAnIAKqetVVMREAERqAgCC9/aYL1P/0X42bKtsSLqnEsl1z31x2SyhmAmoGH9quSxdkRABMqbgByA8m5f1U4EREAEKo7A9EvvCevMr+uec9MTFVf/tla4137vTkYdeuIXrbbfnslj7YiACJQ3ATkA5d2+qp0IiIAIVByBjxyQWM6yI3gP/gdnjKy4+re1wvPOGp+M2nXQXsl97YiACJQ/Ab0GtPzbWDUUAREQgYoicNt5h9ioPXvb9NEDzZ2BigLQxsrW9h9qDetWBO+tbNKba9rITNFEoFwIyAEol5ZUPURABERABEICVVVV9u2TZ4hGBgJT/t98m3fOZBt6/IU26MhPZIityyIgAuVEQA5AObWm6iICIiACIiACbSRQ07OvTb/j9TbGVjQREIFyIqBnAMqpNVUXERABERABERABERABEchAQA5ABkC6LAIiIAIiIAIiIAIiIALlREAOQDm1puoiAiIgAiIgAiIgAiIgAhkIyAHIAEiXRUAEREAEREAEREAERKCcCMgBKKfWVF1EQAREQAREQAREQAREIAMBOQAZAOmyCIiACIiACIiACIiACJQTATkA5dSaqosIiIAIiIAIiIAIiIAIZCAgByADIF0WAREQAREQAREQAREQgXIiIAegnFpTdREBERABERABERABERCBDATkAGQApMsiIAIiIAIiIAIiIAIiUE4E5ACUU2uqLiIgAiIgAiIgAiIgAiKQgYAcgAyAdFkEREAEREAEREAEREAEyomAHIByak3VRQREQAREQAREQAREQAQyEJADkAGQLouACIiACIiACIiACIhAORGQA1BOram6iIAIiIAIiIAIiIAIiEAGAnIAMgDSZREQAREQAREQAREQAREoJwJyAMqpNVUXERABERABERABERABEchAQA5ABkC6LAIiIAIiIAIiIAIiIALlREAOQDm1puoiAiIgAiIgAiIgAiIgAhkIyAHIAEiXRUAEREAEREAEREAERKCcCMgBKKfWVF1EQAREQAREQAREQAREIAMBOQAZAOmyCIiACIiACIiACIiACJQTATkA5dSaqosIiIAIiIAIiIAIiIAIZCAgByADIF0WAREQAREQAREQAREQgXIiIAegnFpTdREBERABERABERABERCBDATkAGQApMsiIAIiIAIiIAIiIAIiUE4E5ACUU2uqLiIgAiIgAiIgAiIgAiKQgYAcgAyAdFkEREAEREAEREAEREAEyomAHIByak3VRQREQAREQAREQAREQAQyEJADkAGQLouACIiACIiACIiACIhAORGQA1BOram6iIAIiIAIiIAIiIAIiEAGAnIAMgDSZREQAREQAREQAREQAREoJwJd2luZCy64wPr06dPebJReBERABERABERABERABEQgBwJXXnmljR07ts0pc3YAjjzySPvxj39sf/jDH6y+vr7NBSqiCIiACIiACIiACIiACIhA/gg0NDRklVlVUxCySqHIIiACIiACIiACIiACIiACJUtAzwCUbNPJcBEQAREQAREQAREQARHInoAcgOyZKYUIiIAIiIAIiIAIiIAIlCwBOQAl23QyXAREQAREQAREQAREQASyJyAHIHtmSiECIiACIiACIiACIiACJUtADkDJNp0MFwEREAEREAEREAEREIHsCcgByJ6ZUoiACIiACIiACIiACIhAyRKQA1CyTSfDRUAEREAEREAEREAERCB7AnIAsmemFCIgAiIgAiIgAiIgAiJQsgTkAJRs08lwERABERABERABERABEciewP8HdER+/EYSCdwAAAAASUVORK5CYII=)
Spatially cluster interneurons and compute rate of agreement of
subclass classifications
d <- dist(puck@coords[inter_barcodes,], method = "euclidean")
hc1 <- hclust(d, method = "average")
num_clusters = 200
my_class <- as.factor(cutree(hc1,k=200))
#manually split doublet spatial clusters
library(plyr)
relabel <- read.csv(file.path('../../Data/SpatialRNA/Puck_200115_08','cluster_relabels.csv'))
for(i in unique(relabel$Cluster))
relabel[relabel$Cluster==i,"barcodes"] <- mapvalues(relabel[relabel$Cluster==i,]$Index,from = which(rownames(puck@coords) %in% inter_barcodes[my_class==i]), to=inter_barcodes[my_class==i])
rownames(relabel) <- relabel$barcodes
new_labels <- as.character(my_class)
names(new_labels) <- names(my_class)
new_labels[relabel$barcode] <- apply(relabel,1,function(x) paste(x[3],x[2],sep='_'))
new_labels <- as.factor(new_labels)
new_labels <- mapvalues(new_labels, from = levels(new_labels), to = sample(1:length(levels(new_labels))))
total = 0
agree = 0
total_sq = 0
for(i in levels(new_labels)) {
these_barcodes = which(new_labels == i & conf_inter)
if(length(these_barcodes) >= 2) {
total_sq = total_sq + (length(these_barcodes)*(length(these_barcodes)-1)/2)^2
total = total + length(these_barcodes)*(length(these_barcodes)-1)/2
agree = agree + sum(unlist(lapply(table(new_class[these_barcodes]),function(x) x*(x-1)/2)))
}
}
correct = agree / total
paste("Within cluster agreement: ", correct) # 0.971
std_cor = ((agree / total) - (agree / total)^2)*(total_sq/(total^2))
paste("Std dev: ", std_cor) # 0.009
Compare to Sst gene for reference
my_mod <- function(p) {
p + scale_x_continuous(breaks = c(1500,3500,5500), limits = c(1450,5700)) + scale_y_continuous(breaks = c(2000,3250,4500), limits = c(1800,4700)) + geom_segment(aes(x = 1700, y = 2100, xend = 2084.6, yend = 2100), color = "black")+ theme(axis.title.x=element_blank(),axis.text.x=element_blank(),axis.ticks.x=element_blank(), axis.title.y=element_blank(),axis.text.y=element_blank(),axis.ticks.y=element_blank())+ theme(legend.position="top")
}
MULT = 500
cur_range = c(0,MULT*0.003)
p4 <-plot_puck_continuous(puck,inter_barcodes,MULT*puck@counts["Sst",inter_barcodes]/puck@nUMI[inter_barcodes],counter_barcodes = counter_barcodes,ylimit=cur_range)
p4 <- my_mod(p4)+ggplot2::scale_colour_gradientn(paste("Sst Expression"), colors = pals::kovesi.rainbow(20), limits = cur_range, breaks = cur_range)
ggarrange(p4)
![](data:image/png;base64,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)
Plot all hippocampal cell types
my_mod <- function(p) {
p + scale_x_continuous(breaks = c(1500,3500,5500), limits = c(1450,5700)) + scale_y_continuous(breaks = c(2000,3250,4500), limits = c(1800,4700)) + geom_segment(aes(x = 1700, y = 2100, xend = 2084.6, yend = 2100), color = "black")+ theme(axis.title.x=element_blank(),axis.text.x=element_blank(),axis.ticks.x=element_blank(), axis.title.y=element_blank(),axis.text.y=element_blank(),axis.ticks.y=element_blank())+ theme(legend.position="top")
}
barcodes = rownames(results_df[results_df$spot_class != "reject" & puck@nUMI >= 200,])
my_table = puck@coords[barcodes,]
my_table$class = results_df[barcodes,]$first_type
n_levels = iv$cell_type_info[[3]]
my_pal = pals::kelly(n_levels+1)[2:(n_levels+1)]
names(my_pal) = iv$cell_type_info[[2]]
my_pal_curr <- my_pal
my_pal_curr["Ependymal"] <- "#D55E00"
my_pal_curr["Interneuron"] <- "#E69F00"
my_pal_curr["CA1"] <- "#56B4E9"
my_pal_curr["Denate"] <- "#009E73"
my_pal_curr["Oligodendrocyte"] <- "#EFCB00"
my_pal_curr["CA3"] <- "#0072B2"
my_pal_curr["Microglia_Macrophages"] <- "#000000"
my_pal_curr["Astrocyte"] <- "#CC79A7"
my_pal_curr["Choroid"] <- my_pal["Oligodendrocyte"]
my_pal_curr["Entorihinal"] <- my_pal["CA3"]
pres = unique(as.integer(my_table$class))
pres = pres[order(pres)]
p1 <- ggplot2::ggplot(my_table, ggplot2::aes(x=x, y=y)) + ggplot2::geom_point(ggplot2::aes(size = .05, shape=19,color=class)) + ggplot2::scale_color_manual("",values = my_pal_curr[pres],breaks = c('Astrocyte','Denate','Interneuron','Oligodendrocyte','Microglia_Macrophages','Ependymal','CA1','CA3'), labels = c('Astrocyte','Dentate','Interneuron','Oligo','Microglia','Ependymal','CA1','CA3'))+ ggplot2::scale_shape_identity() + ggplot2::theme_classic() + ggplot2::scale_size_identity() + coord_fixed() + guides(colour = guide_legend(override.aes = list(size=2)))+ theme(legend.position="top") +theme(legend.text=element_text(size=8),legend.spacing.x = unit(0, 'cm'))
p1 <- my_mod(p1)
ggarrange(p1)
![](data:image/png;base64,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)
Find marker genes
get_marker_data <- function(cell_type_names, cell_type_means, gene_list) {
marker_means = cell_type_means[gene_list,]
marker_norm = marker_means / rowSums(marker_means)
marker_data = as.data.frame(cell_type_names[max.col(marker_means)])
marker_data$max_epr <- apply(cell_type_means[gene_list,],1,max)
colnames(marker_data) = c("cell_type",'max_epr')
rownames(marker_data) = gene_list
marker_data$log_fc <- 0
epsilon <- 1e-9
for(cell_type in unique(marker_data$cell_type)) {
cur_genes <- gene_list[marker_data$cell_type == cell_type]
other_mean = rowMeans(cell_type_means[cur_genes,cell_type_names != cell_type])
marker_data$log_fc[marker_data$cell_type == cell_type] <- log(epsilon + cell_type_means[cur_genes,cell_type]) - log(epsilon + other_mean)
}
return(marker_data)
}
iv <- init_RCTD(load_info_renorm = T)
cur_cell_types <- c("Astrocyte","CA1","CA3","Denate","Interneuron","Neurogenesis","Oligodendrocyte")
puck <- readRDS('../../data/SpatialRNA/Puck_200115_08/puckCropped.RDS')
reference <- readRDS('../../data/Reference/DropVizHC/scRefSubsampled1000.RDS')
myRCTD <- create.RCTD(puck, reference)
cell_type_info_restr = myRCTD@cell_type_info$info
cell_type_info_restr[[1]] = cell_type_info_restr[[1]][,cur_cell_types]
cell_type_info_restr[[2]] = cur_cell_types; cell_type_info_restr[[3]] = length(cur_cell_types)
de_genes <- get_de_genes(cell_type_info_restr, puck, fc_thresh = 3, expr_thresh = .0001, MIN_OBS = 3)
#de_genes_spec <- get_de_genes(cell_type_info_restr, puck, fc_thresh = 4, expr_thresh = .0001, MIN_OBS = 3)
marker_data_de = get_marker_data(cell_type_info_restr[[2]], cell_type_info_restr[[1]], de_genes)
saveRDS(marker_data_de, '../../data/SpatialRNA/Puck_200115_08/results/marker_data_de_standard.RDS')
Plot interneurons (by RCTD) and interneuron markers
my_mod <- function(p) {
p + scale_x_continuous(breaks = c(1500,3500,5500), limits = c(1450,5700)) + scale_y_continuous(breaks = c(2000,3250,4500), limits = c(1800,4700)) + geom_segment(aes(x = 1700, y = 2100, xend = 2084.6, yend = 2100), color = "black")+ theme(axis.title.x=element_blank(),axis.text.x=element_blank(),axis.ticks.x=element_blank(), axis.title.y=element_blank(),axis.text.y=element_blank(),axis.ticks.y=element_blank())+ theme(legend.position="top")
}
MULT <- 500
my_pal = pals::brewer.blues(20)[2:20]
cell_type = "Interneuron"
marker_data_de <- readRDS('../../Data/SpatialRNA/Puck_200115_08/results/marker_data_de_standard.RDS')
cur_range <- c(0,0.010*MULT)
gran_genes <- intersect(rownames(marker_data_de[marker_data_de$cell_type == cell_type,]), rownames(puck@counts))
p7 <- spacexr::plot_puck_continuous(puck,colnames(puck@counts)[puck@nUMI >= 300], MULT*colSums(puck@counts[gran_genes,])/puck@nUMI, ylimit = cur_range, size = .4, alpha = 1, small_point = T)
p7 <- my_mod(p7)+ggplot2::scale_colour_gradientn(paste(cell_type,"Markers"), colors = my_pal, limits = cur_range, breaks = cur_range)
cur_range <- c(0,1)
all_weights <- results$weights_doublet[puck@nUMI >= 300 & results_df$spot_class == "doublet_certain" & results_df$second_type == cell_type,2, drop=FALSE]
all_weights <- rbind(all_weights, results$weights_doublet[puck@nUMI >= 100 & !(results_df$spot_class == "reject") & results_df$first_type == cell_type,1,drop=FALSE])
all_weights_vec <- as.vector(all_weights); names(all_weights_vec) <- rownames(all_weights)
p8 <- spacexr::plot_puck_continuous(puck, rownames(all_weights), all_weights_vec, ylimit = cur_range, size = .6, alpha = 1, small_point = T)
p8 <- my_mod(p8)+ggplot2::scale_colour_gradientn(paste(cell_type,"Weight"), colors = my_pal, limits = cur_range, breaks = cur_range)
ggarrange(p7,p8,nrow=1,ncol=2)
![](data:image/png;base64,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)