JAMPred

In this notebook, we will use JAMPred to calculate the PRS.

JAMPred is part of the R2BGLiMS package in R.

For more information, visit: JAMPred Documentation

R2BGLiMS

R2BGLiMS offers Bayesian variable selection under a range of likelihoods, including:

• Linear regression for continuous outcomes

• Logistic regression for binary outcomes

• Weibull regression for survival outcomes

• The “JAM” model for summary genetic association data

Note: You must have a Java JDK installed to use R2BGLiMS.

To install R2BGLiMS using the devtools library, run:

library(devtools)
install_github("pjnewcombe/R2BGLiMS")

Configuration

For both binary and continuous phenotypes, different arguments are accepted. Specify the following parameters in the JAMPred-binary.R and JAMPred-continuous.R files:

iterationsinmillions <- c(0.01)
betaslambda <- c(0.1)
betabinomialprior <- c(1)
effectsduniformpriormin <- c(0.05, 0.01)
effectsduniformpriormax <- c(2, 3)
residualvarinvgammapriormin <- c(0.01)
residualvarinvgammapriormax <- c(0.01)
p.cases.training <- n.cases.training / n.training

Code

jampred.res.lin <- JAMPred(
  marginal.betas = betas,
  n.training = n,
  ref.geno = your_data_frame[, column_names],
  total.snps.genome.wide = num_columns, # Total SNPs across all chromosomes
  n.mil = iter,
  beta.binom.b.lambda = beta,
  beta.binom.a = prior,
  effect.sd.uniform.prior = c(min_effect, max_effect),
  residual.var.invgamma.prior = c(min_var, max_var),
  seed = 1 # For reproducibility. If not set, a random seed is used
)

Binary Phenotype

snps <- chromosome.snps[[1]] # Only use chromosome 1 data
jampred.res.bin <- JAMPred(
  marginal.betas = marginal.logors[snps],
  n.training = n.training,
  marginal.logor.ses = marginal.logor.ses, # Only necessary for a binary trait
  p.cases.training = n.cases.training / n.training, # Only necessary for a binary trait
  ref.geno = data.validation[, snps],
  total.snps.genome.wide = 500000, # Total SNPs across all chromosomes
  n.mil = 0.2,
  seed = 1, # For reproducibility. If not set, a random seed is used
  debug = TRUE
)

out.of.sample.predictions <- 
  data.validation[, jampred.res.bin$snps] %*% 
  jampred.res.bin$step2.posterior.mean.snp.weights

cor(out.of.sample.predictions, data.validation[, "d"])^2 # Should be 0.18

JAMPred-binary.R

library(R2BGLiMS)
#data("JAMPred_Example")
#help(JAMPred)
#1. Argument one is the directory. Example: `SampleData1`
#2. Argument two is the file name. Example: `SampleData1\\Fold_0`
#3. Argument three is the output file name. Example: `train_data`
#4. Argument four is the specific function to be called. Example: `train_data.QC.clumped.pruned`
#5. Argument five is the GWAS. Example: `EBPRSGWAS.txt`
args <- commandArgs(trailingOnly = TRUE)
#result <-paste(".",args[1],args[4],sep="//")
#data_without_headers <- read.table("SampleData1/Fold_0/train_data.QC.clumped.pruned.JAMPred.JAMPred", header = FALSE, sep = "\t")
data_without_headers <- read.table(args[4], header = FALSE, sep = "\t")
#data_without_headers <- read.table(result, header = FALSE, sep = "\t")

#data_without_headers <- read.csv("SampleData4\Fold_0\train_data.QC.clump.prune.raw", header = FALSE)
#data_without_headers <- read.table("SampleData4/Fold_0/train_data.QC.clump.prune.JAMPred", header = FALSE, sep = "\t")


your_data_frame <- as.data.frame(lapply(data_without_headers, as.numeric))
your_data_frame <- your_data_frame[-1, ]
your_data_frame <- replace(your_data_frame, is.na(your_data_frame), 0)


#your_data_frame <- as.numeric(your_data_frame)
#data_without_headers <- read.table("a1.dose", header = FALSE, sep = "\t")

# Get the number of columns in the data
num_columns <- ncol(your_data_frame)
num_columns <- ncol(data_without_headers)

# Generate headers based on the number of columns
column_names <- paste("SNP", 1:num_columns, sep = "")
#your_data_frame[,"SNP1"]

# Assign headers to the data
colnames(your_data_frame) <- column_names
colnames(data_without_headers) <- column_names


#read GWAS
result <-paste(".",args[2],paste(args[1], toString(".JAMPred"), sep = ""),sep="//")
#result <-paste(".","SampleData1",paste("SampleData1", toString(".JAMPred"), sep = ""),sep="//")
#print(result)
#exit(0)

GWAS <- read.table(result, header=TRUE,sep = "\t")
print(GWAS)
#phenofile <- read.table("SampleData1/Fold_0/train_data.QC.clumped.pruned.fam", header = FALSE, sep = "")
# Replace 0 with 1 in specific column
#phenofile$V6[phenofile$V6 == 1] <- 0

# Replace 2 with 1 in specific column
#phenofile$V6[phenofile$V6 == 2] <- 1

# Count the number of 0 and 1 in the specific column
#controls <- sum(phenofile$V6 == 0)
#cases <- sum(phenofile$V6 == 1)
#gwas_cases <- 20791 
#gwas_controls <-  323124
#gwas_numbers <- gwas_cases+gwas_controls

betas <-GWAS$BETA
#betas<- exp(betas)
Se <-GWAS$SE

num_columns <- length(betas)

# Generate headers based on the number of columns
column_names <- paste("SNP", 1:num_columns, sep = "")

# Assign headers to the data
names(betas) <- column_names
names(Se) <- column_names





num_columns <- length(Se)
#num_columns
# Generate headers based on the number of columns
column_names <- paste("SNP", 1:num_columns, sep = "")
#column_names
#snps <- chromosome.snps[[1]]
#snps
#data.validation[,snps]

your_data_frame[,column_names]
print("xx1")
data.validation <- your_data_frame
print("xx2")
your_data_frame <- as.matrix(your_data_frame)
print("xx3")
 


# Assign headers to the data
names(Se) <- column_names
#your_data_frame[,column_names]
#snps <- data_without_headers
n <-GWAS$N[1]
 


iterationsinmillions <- c( 0.01)
betaslambda <- c(0.1)
betabinomialprior <- c(1)
effectsduniformpriormin <- c(0.05,0.01)
effectsduniformpriormax <- c(2,3)
residualvarinvgammapriormin <- c(0.01)
residualvarinvgammapriormax <- c(0.01)
param_combinations <- expand.grid(
  Iteration = iterationsinmillions,
  Beta_Lambda = betaslambda,
  Beta_Binomial_Prior = betabinomialprior,
  Min_Effect = effectsduniformpriormin,
  Max_Effect = effectsduniformpriormax,
  Min_Var = residualvarinvgammapriormin,
  Max_Var = residualvarinvgammapriormax
)

result <-paste(".",args[2],paste(args[1], toString(".JAMPred_Parameters"), sep = ""),sep="//")
write.table(param_combinations, file = result, row.names = FALSE)


myDataFrame <- data.frame(matrix(runif(num_columns * nrow(param_combinations)), nrow = num_columns, ncol = nrow(param_combinations)))

numColumns <- nrow(param_combinations)
columnNames <- paste("Column", 1:numColumns, sep="_")


for (i in 1:nrow(param_combinations)) {
  row_values <- param_combinations[i, ]
  
  iter <- row_values$Iteration
  beta <- row_values$Beta_Lambda
  prior <- row_values$Beta_Binomial_Prior
  min_effect <- row_values$Min_Effect
  max_effect <- row_values$Max_Effect
  min_var <- row_values$Min_Var
  max_var <- row_values$Max_Var
  
  
  jampred.res.lin <- JAMPred(
    marginal.betas = betas,
    n.training =n,
    ref.geno = your_data_frame[,column_names],
    total.snps.genome.wide = num_columns, # Total SNPs across all chromosomes
    marginal.logor.ses = Se, 
    # Define the number of cases and total number of samples here.
    # We assumed the number of cases to be 1000
    p.cases.training = 1000/30000, # Only necessary for a binary trait
      
    n.mil = iter,
    beta.binom.b.lambda=beta,
    beta.binom.a = prior,
    effect.sd.uniform.prior = c(min_effect,max_effect),
    residual.var.invgamma.prior = c(min_var, max_var),
    seed = 1 # For re-producibility. If not set a random seed is used
  )
  
  # Print values for each iteration
  print(paste(
    "Iteration:", iter,
    "Beta Lambda:", beta,
    "Beta Binomial Prior:", prior,
    "Min Effect:", min_effect,
    "Max Effect:", max_effect,
    "Min Var:", min_var,
    "Max Var:", max_var
  ))
  #myDataFrame[[i]] <- jampred.res.lin$step2.posterior.mean.snp.weights
  myDataFrame[[paste("X", toString(i), sep = "")]] <- jampred.res.lin$step2.posterior.mean.snp.weights

}
result <-paste(".",args[2],paste(args[1], toString(".JAMPred_Effects"), sep = ""),sep="//")

write.csv(myDataFrame, file = result, row.names = FALSE)

Continuous Phenotype

snps <- chromosome.snps[[1]] # Only use chromosome 1 data
jampred.res.lin <- JAMPred(
  marginal.betas = marginal.ctsbetas[snps],
  n.training = n.training,
  ref.geno = data.validation.cts[, snps],
  total.snps.genome.wide = 500000, # Total SNPs across all chromosomes
  n.mil = 0.2,
  seed = 1 # For reproducibility. If not set, a random seed is used
)

out.of.sample.predictions <- 
  0 + # NB: A trait mean could be set here (otherwise it is assumed the outcome is mean-centred)
  data.validation.cts[, jampred.res.lin$snps] %*% 
  jampred.res.lin$step2.posterior.mean.snp.weights

cor(out.of.sample.predictions, data.validation.cts[, "y"])^2 # Should be 0.15

JAMPred-binary.R

library(R2BGLiMS)
#data("JAMPred_Example")
#help(JAMPred)
#1. Argument one is the directory. Example: `SampleData1`
#2. Argument two is the file name. Example: `SampleData1\\Fold_0`
#3. Argument three is the output file name. Example: `train_data`
#4. Argument four is the specific function to be called. Example: `train_data.QC.clumped.pruned`
#5. Argument five is the GWAS. Example: `EBPRSGWAS.txt`
args <- commandArgs(trailingOnly = TRUE)
#result <-paste(".",args[1],args[4],sep="//")
#data_without_headers <- read.table("SampleData1/Fold_0/train_data.QC.clumped.pruned.JAMPred.JAMPred", header = FALSE, sep = "\t")
data_without_headers <- read.table(args[4], header = FALSE, sep = "\t")
#data_without_headers <- read.table(result, header = FALSE, sep = "\t")

#data_without_headers <- read.csv("SampleData4\Fold_0\train_data.QC.clump.prune.raw", header = FALSE)
#data_without_headers <- read.table("SampleData4/Fold_0/train_data.QC.clump.prune.JAMPred", header = FALSE, sep = "\t")


your_data_frame <- as.data.frame(lapply(data_without_headers, as.numeric))
your_data_frame <- your_data_frame[-1, ]
your_data_frame <- replace(your_data_frame, is.na(your_data_frame), 0)


#your_data_frame <- as.numeric(your_data_frame)
#data_without_headers <- read.table("a1.dose", header = FALSE, sep = "\t")

# Get the number of columns in the data
num_columns <- ncol(your_data_frame)
num_columns <- ncol(data_without_headers)

# Generate headers based on the number of columns
column_names <- paste("SNP", 1:num_columns, sep = "")
#your_data_frame[,"SNP1"]

# Assign headers to the data
colnames(your_data_frame) <- column_names
colnames(data_without_headers) <- column_names


#read GWAS
result <-paste(".",args[2],paste(args[1], toString(".JAMPred"), sep = ""),sep="//")
#result <-paste(".","SampleData1",paste("SampleData1", toString(".JAMPred"), sep = ""),sep="//")
#print(result)
#exit(0)

GWAS <- read.table(result, header=TRUE,sep = "\t")
print(GWAS)
#phenofile <- read.table("SampleData1/Fold_0/train_data.QC.clumped.pruned.fam", header = FALSE, sep = "")
# Replace 0 with 1 in specific column
#phenofile$V6[phenofile$V6 == 1] <- 0

# Replace 2 with 1 in specific column
#phenofile$V6[phenofile$V6 == 2] <- 1

# Count the number of 0 and 1 in the specific column
#controls <- sum(phenofile$V6 == 0)
#cases <- sum(phenofile$V6 == 1)
#gwas_cases <- 20791 
#gwas_controls <-  323124
#gwas_numbers <- gwas_cases+gwas_controls

betas <-GWAS$BETA
#betas<- exp(betas)

num_columns <- length(betas)

# Generate headers based on the number of columns
column_names <- paste("SNP", 1:num_columns, sep = "")

# Assign headers to the data
names(betas) <- column_names
Se <-GWAS$SE

num_columns <- length(Se)
#num_columns
# Generate headers based on the number of columns
column_names <- paste("SNP", 1:num_columns, sep = "")
#column_names
#snps <- chromosome.snps[[1]]
#snps
#data.validation[,snps]

your_data_frame[,column_names]
print("xx1")
data.validation <- your_data_frame
print("xx2")
your_data_frame <- as.matrix(your_data_frame)
print("xx3")
 


# Assign headers to the data
names(Se) <- column_names
#your_data_frame[,column_names]
#snps <- data_without_headers
n <-GWAS$N[1]
 


iterationsinmillions <- c( 0.01)
betaslambda <- c(0.1)
betabinomialprior <- c(1)
effectsduniformpriormin <- c(0.05,0.01)
effectsduniformpriormax <- c(2,3)
residualvarinvgammapriormin <- c(0.01)
residualvarinvgammapriormax <- c(0.01)
param_combinations <- expand.grid(
  Iteration = iterationsinmillions,
  Beta_Lambda = betaslambda,
  Beta_Binomial_Prior = betabinomialprior,
  Min_Effect = effectsduniformpriormin,
  Max_Effect = effectsduniformpriormax,
  Min_Var = residualvarinvgammapriormin,
  Max_Var = residualvarinvgammapriormax
)

result <-paste(".",args[2],paste(args[1], toString(".JAMPred_Parameters"), sep = ""),sep="//")
write.table(param_combinations, file = result, row.names = FALSE)


myDataFrame <- data.frame(matrix(runif(num_columns * nrow(param_combinations)), nrow = num_columns, ncol = nrow(param_combinations)))

numColumns <- nrow(param_combinations)
columnNames <- paste("Column", 1:numColumns, sep="_")


for (i in 1:nrow(param_combinations)) {
  row_values <- param_combinations[i, ]
  
  iter <- row_values$Iteration
  beta <- row_values$Beta_Lambda
  prior <- row_values$Beta_Binomial_Prior
  min_effect <- row_values$Min_Effect
  max_effect <- row_values$Max_Effect
  min_var <- row_values$Min_Var
  max_var <- row_values$Max_Var
  
  
  jampred.res.lin <- JAMPred(
    marginal.betas = betas,
    n.training =n,
    ref.geno = your_data_frame[,column_names],
    total.snps.genome.wide = num_columns, # Total SNPs across all chromosomes
    
    n.mil = iter,
    beta.binom.b.lambda=beta,
    beta.binom.a = prior,
    effect.sd.uniform.prior = c(min_effect,max_effect),
    residual.var.invgamma.prior = c(min_var, max_var),
    seed = 1 # For re-producibility. If not set a random seed is used
  )
  
  # Print values for each iteration
  print(paste(
    "Iteration:", iter,
    "Beta Lambda:", beta,
    "Beta Binomial Prior:", prior,
    "Min Effect:", min_effect,
    "Max Effect:", max_effect,
    "Min Var:", min_var,
    "Max Var:", max_var
  ))
  #myDataFrame[[i]] <- jampred.res.lin$step2.posterior.mean.snp.weights
  myDataFrame[[paste("X", toString(i), sep = "")]] <- jampred.res.lin$step2.posterior.mean.snp.weights

}
result <-paste(".",args[2],paste(args[1], toString(".JAMPred_Effects"), sep = ""),sep="//")

write.csv(myDataFrame, file = result, row.names = FALSE)

Data Requirements

JAMPred requires genotype data in the correct format and necessitates data cleaning before processing. Ensure there are no missing values in the genotype data, as this will cause errors. Additionally, the number of SNPs in the GWAS should match the number of SNPs in the genotype data; otherwise, it will produce errors.

GWAS File Processing for JAMPred for Binary Phenotypes

To prepare your GWAS file for JAMPred when dealing with binary phenotypes, you need to convert Odds Ratios (OR) to betas using the log of OR and the log of SE. Follow these steps:

import os
import pandas as pd
import numpy as np

#filedirec = sys.argv[1]

filedirec = "SampleData1"
#filedirec = "asthma_19"
#filedirec = "migraine_0"

def check_phenotype_is_binary_or_continous(filedirec):
    # Read the processed quality controlled file for a phenotype
    df = pd.read_csv(filedirec+os.sep+filedirec+'_QC.fam',sep="\s+",header=None)
    column_values = df[5].unique()
 
    if len(set(column_values)) == 2:
        return "Binary"
    else:
        return "Continous"



# Read the GWAS file.
GWAS = filedirec + os.sep + filedirec+".gz"
df = pd.read_csv(GWAS,compression= "gzip",sep="\s+")
 
if "BETA" in df.columns.to_list():
    # For Continous Phenotype.
    df = df[['CHR', 'BP', 'SNP', 'A1', 'A2', 'N', 'SE', 'P', 'BETA', 'INFO', 'MAF']]
else:
    df["BETA"] = np.log(df["OR"])
    df["SE"] = np.log(df["SE"])
    df = df[['CHR', 'BP', 'SNP', 'A1', 'A2', 'N', 'SE', 'P', 'BETA', 'INFO', 'MAF']]




 
  


df.to_csv(filedirec + os.sep +filedirec+".txt",sep="\t",index=False)
print(df.head().to_markdown())
print("Length of DataFrame!",len(df))

|    |   CHR |     BP | SNP        | A1   | A2   |      N |       SE |        P |        BETA |     INFO |      MAF |
|---:|------:|-------:|:-----------|:-----|:-----|-------:|---------:|---------:|------------:|---------:|---------:|
|  0 |     1 | 756604 | rs3131962  | A    | G    | 388028 | -5.80361 | 0.483171 | -0.00211532 | 0.890558 | 0.36939  |
|  1 |     1 | 768448 | rs12562034 | A    | G    | 388028 | -5.71543 | 0.834808 |  0.00068708 | 0.895894 | 0.336846 |
|  2 |     1 | 779322 | rs4040617  | G    | A    | 388028 | -5.79806 | 0.42897  | -0.00239932 | 0.897508 | 0.377368 |
|  3 |     1 | 801536 | rs79373928 | G    | T    | 388028 | -4.77795 | 0.808999 |  0.00203363 | 0.908963 | 0.483212 |
|  4 |     1 | 808631 | rs11240779 | G    | A    | 388028 | -6.0206  | 0.590265 |  0.00130747 | 0.893213 | 0.45041  |
Length of DataFrame! 499617

Define Hyperparameters

Define hyperparameters to be optimized and set initial values.

Extract Valid SNPs from Clumped File

For Windows, download gwak, and for Linux, the awk command is sufficient. For Windows, GWAK is required. You can download it from here. Get it and place it in the same directory.

Execution Path

At this stage, we have the genotype training data newtrainfilename = "train_data.QC" and genotype test data newtestfilename = "test_data.QC".

We modified the following variables:

1. filedirec = "SampleData1" or filedirec = sys.argv[1]

2. foldnumber = "0" or foldnumber = sys.argv[2] for HPC.

Only these two variables can be modified to execute the code for specific data and specific folds. Though the code can be executed separately for each fold on HPC and separately for each dataset, it is recommended to execute it for multiple diseases and one fold at a time. Here’s the corrected text in Markdown format:

P-values

PRS calculation relies on P-values. SNPs with low P-values, indicating a high degree of association with a specific trait, are considered for calculation.

You can modify the code below to consider a specific set of P-values and save the file in the same format.

We considered the following parameters:

• Minimum P-value: 1e-10

• Maximum P-value: 1.0

• Minimum exponent: 10 (Minimum P-value in exponent)

• Number of intervals: 100 (Number of intervals to be considered)

The code generates an array of logarithmically spaced P-values:

import numpy as np
import os

minimumpvalue = 10  # Minimum exponent for P-values
numberofintervals = 100  # Number of intervals to be considered

allpvalues = np.logspace(-minimumpvalue, 0, numberofintervals, endpoint=True)  # Generating an array of logarithmically spaced P-values

print("Minimum P-value:", allpvalues[0])
print("Maximum P-value:", allpvalues[-1])

count = 1
with open(os.path.join(folddirec, 'range_list'), 'w') as file:
    for value in allpvalues:
        file.write(f'pv_{value} 0 {value}\n')  # Writing range information to the 'range_list' file
        count += 1

pvaluefile = os.path.join(folddirec, 'range_list')

In this code:

• minimumpvalue defines the minimum exponent for P-values.

• numberofintervals specifies how many intervals to consider.

• allpvalues generates an array of P-values spaced logarithmically.

• The script writes these P-values to a file named range_list in the specified directory.

from operator import index
import pandas as pd
import numpy as np
import os
import subprocess
import sys
import pandas as pd
import statsmodels.api as sm
import pandas as pd
from sklearn.metrics import roc_auc_score, confusion_matrix
from statsmodels.stats.contingency_tables import mcnemar

def create_directory(directory):
    """Function to create a directory if it doesn't exist."""
    if not os.path.exists(directory):  # Checking if the directory doesn't exist
        os.makedirs(directory)  # Creating the directory if it doesn't exist
    return directory  # Returning the created or existing directory

 
#foldnumber = sys.argv[1]
foldnumber = "0"  # Setting 'foldnumber' to "0"

folddirec = filedirec + os.sep + "Fold_" + foldnumber  # Creating a directory path for the specific fold
trainfilename = "train_data"  # Setting the name of the training data file
newtrainfilename = "train_data.QC"  # Setting the name of the new training data file

testfilename = "test_data"  # Setting the name of the test data file
newtestfilename = "test_data.QC"  # Setting the name of the new test data file

# Number of PCA to be included as a covariate.
numberofpca = ["6"]  # Setting the number of PCA components to be included

# Clumping parameters.
clump_p1 = [1]  # List containing clump parameter 'p1'
clump_r2 = [0.1]  # List containing clump parameter 'r2'
clump_kb = [200]  # List containing clump parameter 'kb'

# Pruning parameters.
p_window_size = [200]  # List containing pruning parameter 'window_size'
p_slide_size = [50]  # List containing pruning parameter 'slide_size'
p_LD_threshold = [0.25]  # List containing pruning parameter 'LD_threshold'

# Kindly note that the number of p-values to be considered varies, and the actual p-value depends on the dataset as well.
# We will specify the range list here.

minimumpvalue = 10  # Minimum p-value in exponent
numberofintervals = 20  # Number of intervals to be considered
allpvalues = np.logspace(-minimumpvalue, 0, numberofintervals, endpoint=True)  # Generating an array of logarithmically spaced p-values



count = 1
with open(folddirec + os.sep + 'range_list', 'w') as file:
    for value in allpvalues:
        file.write(f'pv_{value} 0 {value}\n')  # Writing range information to the 'range_list' file
        count = count + 1

pvaluefile = folddirec + os.sep + 'range_list'

Define Helper Functions

1. Perform Clumping and Pruning

2. Calculate PCA Using Plink

3. Fit Binary Phenotype and Save Results

4. Fit Continuous Phenotype and Save Results

import os
import subprocess
import pandas as pd
import statsmodels.api as sm
from sklearn.metrics import explained_variance_score


def perform_clumping_and_pruning_on_individual_data(traindirec, newtrainfilename,numberofpca, p1_val, p2_val, p3_val, c1_val, c2_val, c3_val,Name,pvaluefile):
    
    command = [
    "./plink",
    "--bfile", traindirec+os.sep+newtrainfilename,
    "--indep-pairwise", p1_val, p2_val, p3_val,
    "--out", traindirec+os.sep+trainfilename
    ]
    subprocess.run(command)
    # First perform pruning and then clumping and the pruning.

    command = [
    "./plink",
    "--bfile", traindirec+os.sep+newtrainfilename,
    "--clump-p1", c1_val,
    "--extract", traindirec+os.sep+trainfilename+".prune.in",
    "--clump-r2", c2_val,
    "--clump-kb", c3_val,
    "--clump", filedirec+os.sep+filedirec+".txt",
    "--clump-snp-field", "SNP",
    "--clump-field", "P",
    "--out", traindirec+os.sep+trainfilename
    ]    
    subprocess.run(command)

    # Extract the valid SNPs from th clumped file.
    # For windows download gwak for linux awk commmand is sufficient.
    ### For windows require GWAK.
    ### https://sourceforge.net/projects/gnuwin32/
    ##3 Get it and place it in the same direc.
    #os.system("gawk "+"\""+"NR!=1{print $3}"+"\"  "+ traindirec+os.sep+trainfilename+".clumped >  "+traindirec+os.sep+trainfilename+".valid.snp")
    #print("gawk "+"\""+"NR!=1{print $3}"+"\"  "+ traindirec+os.sep+trainfilename+".clumped >  "+traindirec+os.sep+trainfilename+".valid.snp")

    #Linux:
    command = f"awk 'NR!=1{{print $3}}' {traindirec}{os.sep}{trainfilename}.clumped > {traindirec}{os.sep}{trainfilename}.valid.snp"
    os.system(command)
    
    command = [
    "./plink",
    "--make-bed",
    "--bfile", traindirec+os.sep+newtrainfilename,
    "--indep-pairwise", p1_val, p2_val, p3_val,
    "--extract", traindirec+os.sep+trainfilename+".valid.snp",
    "--out", traindirec+os.sep+newtrainfilename+".clumped.pruned"
    ]
    subprocess.run(command)
    
    command = [
    "./plink",
    "--make-bed",
    "--bfile", traindirec+os.sep+testfilename,
    "--indep-pairwise", p1_val, p2_val, p3_val,
    "--extract", traindirec+os.sep+trainfilename+".valid.snp",
    "--out", traindirec+os.sep+testfilename+".clumped.pruned"
    ]
    subprocess.run(command)    
    
    
 
def calculate_pca_for_traindata_testdata_for_clumped_pruned_snps(traindirec, newtrainfilename,p):
    
    # Calculate the PRS for the test data using the same set of SNPs and also calculate the PCA.


    # Also extract the PCA at this point.
    # PCA are calculated afer clumping and pruining.
    command = [
        "./plink",
        "--bfile", folddirec+os.sep+testfilename+".clumped.pruned",
        # Select the final variants after clumping and pruning.
        "--extract", traindirec+os.sep+trainfilename+".valid.snp",
        "--pca", p,
        "--out", folddirec+os.sep+testfilename
    ]
    subprocess.run(command)


    command = [
    "./plink",
        "--bfile", traindirec+os.sep+newtrainfilename+".clumped.pruned",
        # Select the final variants after clumping and pruning.        
        "--extract", traindirec+os.sep+trainfilename+".valid.snp",
        "--pca", p,
        "--out", traindirec+os.sep+trainfilename
    ]
    subprocess.run(command)

# This function fit the binary model on the PRS.
def fit_binary_phenotype_on_PRS(traindirec, newtrainfilename,p,Iteration,
            Beta_Lambda,
            Beta_Binomial_Prior,
            Min_Effect,
            Max_Effect,
            Min_Var,
            Max_Var, p1_val, p2_val, p3_val, c1_val, c2_val, c3_val,Name,pvaluefile):
    threshold_values = allpvalues

    # Merge the covariates, pca and phenotypes.
    tempphenotype_train = pd.read_table(traindirec+os.sep+newtrainfilename+".clumped.pruned"+".fam", sep="\s+",header=None)
    phenotype_train = pd.DataFrame()
    phenotype_train["Phenotype"] = tempphenotype_train[5].values
    pcs_train = pd.read_table(traindirec+os.sep+trainfilename+".eigenvec", sep="\s+",header=None, names=["FID", "IID"] + [f"PC{str(i)}" for i in range(1, int(p)+1)])
    covariate_train = pd.read_table(traindirec+os.sep+trainfilename+".cov",sep="\s+")
    covariate_train.fillna(0, inplace=True)
    covariate_train = covariate_train[covariate_train["FID"].isin(pcs_train["FID"].values) & covariate_train["IID"].isin(pcs_train["IID"].values)]
    covariate_train['FID'] = covariate_train['FID'].astype(str)
    pcs_train['FID'] = pcs_train['FID'].astype(str)
    covariate_train['IID'] = covariate_train['IID'].astype(str)
    pcs_train['IID'] = pcs_train['IID'].astype(str)
    covandpcs_train = pd.merge(covariate_train, pcs_train, on=["FID","IID"])
    covandpcs_train.fillna(0, inplace=True)


    ## Scale the covariates!
    from sklearn.preprocessing import MinMaxScaler
    from sklearn.metrics import explained_variance_score
    scaler = MinMaxScaler()
    normalized_values_train = scaler.fit_transform(covandpcs_train.iloc[:, 2:])
    #covandpcs_train.iloc[:, 2:] = normalized_values_test 
    
    
    tempphenotype_test = pd.read_table(traindirec+os.sep+testfilename+".clumped.pruned"+".fam", sep="\s+",header=None)
    phenotype_test= pd.DataFrame()
    phenotype_test["Phenotype"] = tempphenotype_test[5].values
    pcs_test = pd.read_table(traindirec+os.sep+testfilename+".eigenvec", sep="\s+",header=None, names=["FID", "IID"] + [f"PC{str(i)}" for i in range(1, int(p)+1)])
    covariate_test = pd.read_table(traindirec+os.sep+testfilename+".cov",sep="\s+")
    covariate_test.fillna(0, inplace=True)
    covariate_test = covariate_test[covariate_test["FID"].isin(pcs_test["FID"].values) & covariate_test["IID"].isin(pcs_test["IID"].values)]
    covariate_test['FID'] = covariate_test['FID'].astype(str)
    pcs_test['FID'] = pcs_test['FID'].astype(str)
    covariate_test['IID'] = covariate_test['IID'].astype(str)
    pcs_test['IID'] = pcs_test['IID'].astype(str)
    covandpcs_test = pd.merge(covariate_test, pcs_test, on=["FID","IID"])
    covandpcs_test.fillna(0, inplace=True)
    normalized_values_test  = scaler.transform(covandpcs_test.iloc[:, 2:])
    #covandpcs_test.iloc[:, 2:] = normalized_values_test     
    
    
    
    
    tempalphas = [0.1,0.2,0.3,0.4,0.5,0.6,0.7,0.8,0.9]
    l1weights = [0.1,0.2,0.3,0.4,0.5,0.6,0.7,0.8,0.9]

    tempalphas = [0.1]
    l1weights = [0.1]

    phenotype_train["Phenotype"] = phenotype_train["Phenotype"].replace({1: 0, 2: 1}) 
    phenotype_test["Phenotype"] = phenotype_test["Phenotype"].replace({1: 0, 2: 1})
      
    for tempalpha in tempalphas:
        for l1weight in l1weights:

            
            try:
                null_model =  sm.Logit(phenotype_train["Phenotype"], sm.add_constant(covandpcs_train.iloc[:, 2:])).fit_regularized(alpha=tempalpha, L1_wt=l1weight)
                #null_model =  sm.Logit(phenotype_train["Phenotype"], sm.add_constant(covandpcs_train.iloc[:, 2:])).fit()
            
            except:
                print("XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX")
                continue

            train_null_predicted = null_model.predict(sm.add_constant(covandpcs_train.iloc[:, 2:]))
            
            from sklearn.metrics import roc_auc_score, confusion_matrix
            from sklearn.metrics import r2_score
            
            test_null_predicted = null_model.predict(sm.add_constant(covandpcs_test.iloc[:, 2:]))
            
           
            
            global prs_result 
            for i in threshold_values:
                try:
                    prs_train = pd.read_table(traindirec+os.sep+Name+os.sep+"train_data.pv_"+f"{i}.profile", sep="\s+", usecols=["FID", "IID", "SCORE"])
                except:
                    continue

                prs_train['FID'] = prs_train['FID'].astype(str)
                prs_train['IID'] = prs_train['IID'].astype(str)
                try:
                    prs_test = pd.read_table(traindirec+os.sep+Name+os.sep+"test_data.pv_"+f"{i}.profile", sep="\s+", usecols=["FID", "IID", "SCORE"])
                except:
                    continue
                prs_test['FID'] = prs_test['FID'].astype(str)
                prs_test['IID'] = prs_test['IID'].astype(str)
                pheno_prs_train = pd.merge(covandpcs_train, prs_train, on=["FID", "IID"])
                pheno_prs_test = pd.merge(covandpcs_test, prs_test, on=["FID", "IID"])
        
                try:
                    model = sm.Logit(phenotype_train["Phenotype"], sm.add_constant(pheno_prs_train.iloc[:, 2:])).fit_regularized(alpha=tempalpha, L1_wt=l1weight)
                    #model = sm.Logit(phenotype_train["Phenotype"], sm.add_constant(pheno_prs_train.iloc[:, 2:])).fit()
                
                except:
                    continue


                
                train_best_predicted = model.predict(sm.add_constant(pheno_prs_train.iloc[:, 2:]))    
 

                test_best_predicted = model.predict(sm.add_constant(pheno_prs_test.iloc[:, 2:])) 
 
        
                from sklearn.metrics import roc_auc_score, confusion_matrix

                prs_result = prs_result._append({
                    "clump_p1": c1_val,
                    "clump_r2": c2_val,
                    "clump_kb": c3_val,
                    "p_window_size": p1_val,
                    "p_slide_size": p2_val,
                    "p_LD_threshold": p3_val,
                    "pvalue": i,
                    "numberofpca":p, 

                    "tempalpha":str(tempalpha),
                    "l1weight":str(l1weight),
                    
                    "JAMPred_Iteration":Iteration,
                    "JAMPred_Beta_Lambda":Beta_Lambda,
                    "JAMPred_Beta_Binomial_Prior":Beta_Binomial_Prior,
                    "JAMPred_Min_Effect":Min_Effect,
                    "JAMPred_Max_Effect":Max_Effect,
                    "JAMPred_Min_Var":Min_Var,
                    "JAMPred_Max_Var":Max_Var,     

                    "Train_pure_prs":roc_auc_score(phenotype_train["Phenotype"].values,prs_train['SCORE'].values),
                    "Train_null_model":roc_auc_score(phenotype_train["Phenotype"].values,train_null_predicted.values),
                    "Train_best_model":roc_auc_score(phenotype_train["Phenotype"].values,train_best_predicted.values),
                    
                    "Test_pure_prs":roc_auc_score(phenotype_test["Phenotype"].values,prs_test['SCORE'].values),
                    "Test_null_model":roc_auc_score(phenotype_test["Phenotype"].values,test_null_predicted.values),
                    "Test_best_model":roc_auc_score(phenotype_test["Phenotype"].values,test_best_predicted.values),
                    
                }, ignore_index=True)

          
                prs_result.to_csv(traindirec+os.sep+Name+os.sep+"Results.csv",index=False)
     
    return

# This function fit the binary model on the PRS.
def fit_continous_phenotype_on_PRS(traindirec, newtrainfilename,p,Iteration,
            Beta_Lambda,
            Beta_Binomial_Prior,
            Min_Effect,
            Max_Effect,
            Min_Var,
            Max_Var, p1_val, p2_val, p3_val, c1_val, c2_val, c3_val,Name,pvaluefile):
    threshold_values = allpvalues

    # Merge the covariates, pca and phenotypes.
    tempphenotype_train = pd.read_table(traindirec+os.sep+newtrainfilename+".clumped.pruned"+".fam", sep="\s+",header=None)
    phenotype_train = pd.DataFrame()
    phenotype_train["Phenotype"] = tempphenotype_train[5].values
    pcs_train = pd.read_table(traindirec+os.sep+trainfilename+".eigenvec", sep="\s+",header=None, names=["FID", "IID"] + [f"PC{str(i)}" for i in range(1, int(p)+1)])
    covariate_train = pd.read_table(traindirec+os.sep+trainfilename+".cov",sep="\s+")
    covariate_train.fillna(0, inplace=True)
    covariate_train = covariate_train[covariate_train["FID"].isin(pcs_train["FID"].values) & covariate_train["IID"].isin(pcs_train["IID"].values)]
    covariate_train['FID'] = covariate_train['FID'].astype(str)
    pcs_train['FID'] = pcs_train['FID'].astype(str)
    covariate_train['IID'] = covariate_train['IID'].astype(str)
    pcs_train['IID'] = pcs_train['IID'].astype(str)
    covandpcs_train = pd.merge(covariate_train, pcs_train, on=["FID","IID"])
    covandpcs_train.fillna(0, inplace=True)


    ## Scale the covariates!
    from sklearn.preprocessing import MinMaxScaler
    from sklearn.metrics import explained_variance_score
    scaler = MinMaxScaler()
    normalized_values_train = scaler.fit_transform(covandpcs_train.iloc[:, 2:])
    #covandpcs_train.iloc[:, 2:] = normalized_values_test 
    
    tempphenotype_test = pd.read_table(traindirec+os.sep+testfilename+".clumped.pruned"+".fam", sep="\s+",header=None)
    phenotype_test= pd.DataFrame()
    phenotype_test["Phenotype"] = tempphenotype_test[5].values
    pcs_test = pd.read_table(traindirec+os.sep+testfilename+".eigenvec", sep="\s+",header=None, names=["FID", "IID"] + [f"PC{str(i)}" for i in range(1, int(p)+1)])
    covariate_test = pd.read_table(traindirec+os.sep+testfilename+".cov",sep="\s+")
    covariate_test.fillna(0, inplace=True)
    covariate_test = covariate_test[covariate_test["FID"].isin(pcs_test["FID"].values) & covariate_test["IID"].isin(pcs_test["IID"].values)]
    covariate_test['FID'] = covariate_test['FID'].astype(str)
    pcs_test['FID'] = pcs_test['FID'].astype(str)
    covariate_test['IID'] = covariate_test['IID'].astype(str)
    pcs_test['IID'] = pcs_test['IID'].astype(str)
    covandpcs_test = pd.merge(covariate_test, pcs_test, on=["FID","IID"])
    covandpcs_test.fillna(0, inplace=True)
    normalized_values_test  = scaler.transform(covandpcs_test.iloc[:, 2:])
    #covandpcs_test.iloc[:, 2:] = normalized_values_test     
    
    
    
    
    tempalphas = [0.1,0.2,0.3,0.4,0.5,0.6,0.7,0.8,0.9]
    l1weights = [0.1,0.2,0.3,0.4,0.5,0.6,0.7,0.8,0.9]

    tempalphas = [0.1]
    l1weights = [0.1]

    #phenotype_train["Phenotype"] = phenotype_train["Phenotype"].replace({1: 0, 2: 1}) 
    #phenotype_test["Phenotype"] = phenotype_test["Phenotype"].replace({1: 0, 2: 1})
      
    for tempalpha in tempalphas:
        for l1weight in l1weights:

            
            try:
                #null_model =  sm.OLS(phenotype_train["Phenotype"], sm.add_constant(covandpcs_train.iloc[:, 2:])).fit_regularized(alpha=tempalpha, L1_wt=l1weight)
                null_model =  sm.OLS(phenotype_train["Phenotype"], sm.add_constant(covandpcs_train.iloc[:, 2:])).fit()
                #null_model =  sm.OLS(phenotype_train["Phenotype"], sm.add_constant(covandpcs_train.iloc[:, 2:])).fit()
            except:
                print("XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX")
                continue

            train_null_predicted = null_model.predict(sm.add_constant(covandpcs_train.iloc[:, 2:]))
            
            from sklearn.metrics import roc_auc_score, confusion_matrix
            from sklearn.metrics import r2_score
            
            test_null_predicted = null_model.predict(sm.add_constant(covandpcs_test.iloc[:, 2:]))
            
            
            
            global prs_result 
            for i in threshold_values:
                try:
                    prs_train = pd.read_table(traindirec+os.sep+Name+os.sep+"train_data.pv_"+f"{i}.profile", sep="\s+", usecols=["FID", "IID", "SCORE"])
                except:
                    continue

                prs_train['FID'] = prs_train['FID'].astype(str)
                prs_train['IID'] = prs_train['IID'].astype(str)
                try:
                    prs_test = pd.read_table(traindirec+os.sep+Name+os.sep+"test_data.pv_"+f"{i}.profile", sep="\s+", usecols=["FID", "IID", "SCORE"])
                except:
                    continue
                prs_test['FID'] = prs_test['FID'].astype(str)
                prs_test['IID'] = prs_test['IID'].astype(str)
                pheno_prs_train = pd.merge(covandpcs_train, prs_train, on=["FID", "IID"])
                pheno_prs_test = pd.merge(covandpcs_test, prs_test, on=["FID", "IID"])
        
                try:
                    #model = sm.OLS(phenotype_train["Phenotype"], sm.add_constant(pheno_prs_train.iloc[:, 2:])).fit_regularized(alpha=tempalpha, L1_wt=l1weight)
                    model = sm.OLS(phenotype_train["Phenotype"], sm.add_constant(pheno_prs_train.iloc[:, 2:])).fit()
                
                except:
                    continue


                
                train_best_predicted = model.predict(sm.add_constant(pheno_prs_train.iloc[:, 2:]))    
                test_best_predicted = model.predict(sm.add_constant(pheno_prs_test.iloc[:, 2:])) 
 
        
                from sklearn.metrics import roc_auc_score, confusion_matrix

                prs_result = prs_result._append({
                    "clump_p1": c1_val,
                    "clump_r2": c2_val,
                    "clump_kb": c3_val,
                    "p_window_size": p1_val,
                    "p_slide_size": p2_val,
                    "p_LD_threshold": p3_val,
                    "pvalue": i,
                    "numberofpca":p, 

                    "tempalpha":str(tempalpha),
                    "l1weight":str(l1weight),
                     
                    "JAMPred_Iteration":Iteration,
                    "JAMPred_Beta_Lambda":Beta_Lambda,
                    "JAMPred_Beta_Binomial_Prior":Beta_Binomial_Prior,
                    "JAMPred_Min_Effect":Min_Effect,
                    "JAMPred_Max_Effect":Max_Effect,
                    "JAMPred_Min_Var":Min_Var,
                    "JAMPred_Max_Var":Max_Var,     
                    
                    "Train_pure_prs":explained_variance_score(phenotype_train["Phenotype"],prs_train['SCORE'].values),
                    "Train_null_model":explained_variance_score(phenotype_train["Phenotype"],train_null_predicted),
                    "Train_best_model":explained_variance_score(phenotype_train["Phenotype"],train_best_predicted),
                    
                    "Test_pure_prs":explained_variance_score(phenotype_test["Phenotype"],prs_test['SCORE'].values),
                    "Test_null_model":explained_variance_score(phenotype_test["Phenotype"],test_null_predicted),
                    "Test_best_model":explained_variance_score(phenotype_test["Phenotype"],test_best_predicted),
                    
                }, ignore_index=True)

          
                prs_result.to_csv(traindirec+os.sep+Name+os.sep+"Results.csv",index=False)
     
    return

Execute JAMPred

# Define a global variable to store results
prs_result = pd.DataFrame()
def transform_plink_data(traindirec, newtrainfilename,p, p1_val, p2_val, p3_val, c1_val, c2_val, c3_val,Name,pvaluefile):
    ### First perform clumping on the file and save the clumpled file.
    perform_clumping_and_pruning_on_individual_data(traindirec, newtrainfilename,p, p1_val, p2_val, p3_val, c1_val, c2_val, c3_val,Name,pvaluefile)
    
    #newtrainfilename = newtrainfilename+".clumped.pruned"
    #testfilename = testfilename+".clumped.pruned"
    
    
    #clupmedfile = traindirec+os.sep+newtrainfilename+".clump"
    #prunedfile = traindirec+os.sep+newtrainfilename+".clumped.pruned"

        
    # Also extract the PCA at this point for both test and training data.
    calculate_pca_for_traindata_testdata_for_clumped_pruned_snps(traindirec, newtrainfilename,p)

    #Extract p-values from the GWAS file.
    # Command for Linux.
    os.system("awk "+"\'"+"{print $3,$8}"+"\'"+" ./"+filedirec+os.sep+filedirec+".txt >  ./"+traindirec+os.sep+"SNP.pvalue")

    # Command for windows.
    ### For windows get GWAK.
    ### https://sourceforge.net/projects/gnuwin32/
    ##3 Get it and place it in the same direc.
    #os.system("gawk "+"\""+"{print $3,$8}"+"\""+" ./"+filedirec+os.sep+filedirec+".txt >  ./"+traindirec+os.sep+"SNP.pvalue")
    #print("gawk "+"\""+"{print $3,$8}"+"\""+" ./"+filedirec+os.sep+filedirec+".txt >  ./"+traindirec+os.sep+"SNP.pvalue")

    #exit(0)
    import glob
    file_list = [
        traindirec+os.sep+filedirec+".JAMPred_Parameters",
        traindirec+os.sep+filedirec+".JAMPred_Effects",
        traindirec+os.sep+filedirec+".JAMPred",
        traindirec+os.sep+filedirec+".newJAMPred",
        
    ]    

    for f in file_list:
        if os.path.exists(f):
            os.remove(f)
            print(f"The file {f} removed")
        else:
            print(f"The file {f} does not exist") 
            
            
            
    command = [
    "./plink",
        "--bfile", traindirec+os.sep+newtrainfilename+".clumped.pruned",
        "--recodeA",
        "--out", traindirec+os.sep+newtrainfilename+".clumped.pruned"+".JAMPred"
    ]
    subprocess.run(command)
    jampredfile = traindirec+os.sep+newtrainfilename+".clumped.pruned"+".JAMPred"
  
    
    # Jampred requires the data to be in specific format.
    # The data should in raw format with no header and seperated by tab.
    # The same SNPs should be extracted from the 
    
    def modifythejampredfile():
        x = pd.read_csv(jampredfile+".raw",sep="\s+",header=None).iloc[:, 6:]
        x.fillna(0, inplace=True)
        x.to_csv(jampredfile+".JAMPred",sep="\t",index=False,header=False) 

        bim = pd.read_csv(traindirec+os.sep+newtrainfilename+".clumped.pruned"+".bim",header=None,sep="\s+")[1].values

        gwas = pd.read_csv(filedirec+os.sep+filedirec+".txt",sep="\s+")
        gwas = gwas[gwas["SNP"].isin(bim)]
        gwas.to_csv(traindirec+os.sep+filedirec+".JAMPred",sep="\t",index=False)
    
    modifythejampredfile()
    
    m = "x"
    ref = "x"
    if check_phenotype_is_binary_or_continous(filedirec)=="Binary":
        os.system("Rscript JAMPred-binary.R "+os.path.join(filedirec)+"  "+traindirec+" "+trainfilename+" "+jampredfile+".JAMPred"+" "+p+" "+m+ " "+ ref)
        pass
    else:
        os.system("Rscript JAMPred-continous.R "+os.path.join(filedirec)+"  "+traindirec+" "+trainfilename+" "+jampredfile+".JAMPred"+" "+p+" "+m+ " "+ ref)
        pass
       
    
 
    
    # Caluclate Plink Score.
    gridparameters = pd.read_csv(traindirec+os.sep+filedirec+".JAMPred_Parameters",sep="\s+")
    allbetas = pd.read_csv(traindirec+os.sep+filedirec+".JAMPred_Effects",sep=",")
    allbetas = allbetas.fillna(0)
    gwas = pd.read_csv(traindirec+os.sep+filedirec+".JAMPred",sep="\t")
    print(gridparameters)
    for index, row in gridparameters.iterrows():
        # Accessing individual elements in the row
        # One can specify these parameters in the JamPred file.
        
        Iteration = row['Iteration']   
        Beta_Lambda = row['Beta_Lambda']
        Beta_Binomial_Prior = row['Beta_Binomial_Prior']   
        Min_Effect = row['Min_Effect']
        Max_Effect = row['Max_Effect']   
        Min_Var = row['Min_Var']
        Max_Var = row['Max_Var']   
       
        
        gwas["newbetas"] = allbetas.iloc[:, index].values
        
        if check_phenotype_is_binary_or_continous(filedirec)=="Binary":
            gwas["newbetas"] = np.exp(gwas["newbetas"])
        else:
            pass        
        
        
        print(gwas.head())
        gwas.iloc[:,[2,3,11]].to_csv(traindirec+os.sep+filedirec+".newJAMPred",sep="\t",index=False)
    
        command = [
            "./plink",
             "--bfile", traindirec+os.sep+newtrainfilename+".clumped.pruned",
            ### SNP column = 1, Effect allele column 2 = 4, Effect column=4
            "--score", traindirec+os.sep+filedirec+".newJAMPred", "1", "2", "3", "header",
            "--q-score-range", traindirec+os.sep+"range_list",traindirec+os.sep+"SNP.pvalue",
            #"--extract", traindirec+os.sep+trainfilename+".valid.snp",
            "--out", traindirec+os.sep+Name+os.sep+trainfilename
        ]
        #exit(0)
        subprocess.run(command)

 

        command = [
            "./plink",
            "--bfile", folddirec+os.sep+testfilename,
            ### SNP column = 3, Effect allele column 1 = 4, Beta column=12
            "--score", traindirec+os.sep+filedirec+".newJAMPred", "1", "2", "3", "header",
            "--q-score-range", traindirec+os.sep+"range_list",traindirec+os.sep+"SNP.pvalue",
            "--out", folddirec+os.sep+Name+os.sep+testfilename
        ]
        subprocess.run(command)

    
    if check_phenotype_is_binary_or_continous(filedirec)=="Binary":
        print("Binary Phenotype!")
        fit_binary_phenotype_on_PRS(traindirec, newtrainfilename,p,    Iteration,
            Beta_Lambda,
            Beta_Binomial_Prior,
            Min_Effect,
            Max_Effect,
            Min_Var,
            Max_Var, p1_val, p2_val, p3_val, c1_val, c2_val, c3_val,Name,pvaluefile)
    else:
        print("Continous Phenotype!")
        fit_continous_phenotype_on_PRS(traindirec, newtrainfilename,p,Iteration,
            Beta_Lambda,
            Beta_Binomial_Prior,
            Min_Effect,
            Max_Effect,
            Min_Var,
            Max_Var, p1_val, p2_val, p3_val, c1_val, c2_val, c3_val,Name,pvaluefile)
            
 

result_directory = "JAMPred"


# Nested loops to iterate over different parameter values
create_directory(folddirec+os.sep+result_directory)
for p1_val in p_window_size:
 for p2_val in p_slide_size: 
  for p3_val in p_LD_threshold:
   for c1_val in clump_p1:
    for c2_val in clump_r2:
     for c3_val in clump_kb:
      for p in numberofpca:
        
        transform_plink_data(folddirec, newtrainfilename, p, str(p1_val), str(p2_val), str(p3_val), str(c1_val), str(c2_val), str(c3_val), result_directory, pvaluefile)

PLINK v1.90b7.2 64-bit (11 Dec 2023)           www.cog-genomics.org/plink/1.9/
(C) 2005-2023 Shaun Purcell, Christopher Chang   GNU General Public License v3
Logging to SampleData1/Fold_0/train_data.log.
Options in effect:
  --bfile SampleData1/Fold_0/train_data.QC
  --indep-pairwise 200 50 0.25
  --out SampleData1/Fold_0/train_data

63761 MB RAM detected; reserving 31880 MB for main workspace.
491952 variants loaded from .bim file.
380 people (183 males, 197 females) loaded from .fam.
380 phenotype values loaded from .fam.
Using 1 thread (no multithreaded calculations invoked).
Before main variant filters, 380 founders and 0 nonfounders present.
Calculating allele frequencies... 10111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667686970717273747576777879808182838485868788899091929394959697989 done.
Total genotyping rate is 0.999894.
491952 variants and 380 people pass filters and QC.
Phenotype data is quantitative.
Pruned 18860 variants from chromosome 1, leaving 20363.
Pruned 19645 variants from chromosome 2, leaving 20067.
Pruned 16414 variants from chromosome 3, leaving 17080.
Pruned 15404 variants from chromosome 4, leaving 16035.
Pruned 14196 variants from chromosome 5, leaving 15379.
Pruned 19368 variants from chromosome 6, leaving 14770.
Pruned 13110 variants from chromosome 7, leaving 13997.
Pruned 12431 variants from chromosome 8, leaving 12966.
Pruned 9982 variants from chromosome 9, leaving 11477.
Pruned 11999 variants from chromosome 10, leaving 12850.
Pruned 12156 variants from chromosome 11, leaving 12221.
Pruned 10979 variants from chromosome 12, leaving 12050.
Pruned 7923 variants from chromosome 13, leaving 9247.
Pruned 7624 variants from chromosome 14, leaving 8448.
Pruned 7387 variants from chromosome 15, leaving 8145.
Pruned 8063 variants from chromosome 16, leaving 8955.
Pruned 7483 variants from chromosome 17, leaving 8361.
Pruned 6767 variants from chromosome 18, leaving 8240.
Pruned 6438 variants from chromosome 19, leaving 6432.
Pruned 5972 variants from chromosome 20, leaving 7202.
Pruned 3426 variants from chromosome 21, leaving 4102.
Pruned 3801 variants from chromosome 22, leaving 4137.
Pruning complete.  239428 of 491952 variants removed.
Marker lists written to SampleData1/Fold_0/train_data.prune.in and
SampleData1/Fold_0/train_data.prune.out .
PLINK v1.90b7.2 64-bit (11 Dec 2023)           www.cog-genomics.org/plink/1.9/
(C) 2005-2023 Shaun Purcell, Christopher Chang   GNU General Public License v3
Logging to SampleData1/Fold_0/train_data.log.
Options in effect:
  --bfile SampleData1/Fold_0/train_data.QC
  --clump SampleData1/SampleData1.txt
  --clump-field P
  --clump-kb 200
  --clump-p1 1
  --clump-r2 0.1
  --clump-snp-field SNP
  --extract SampleData1/Fold_0/train_data.prune.in
  --out SampleData1/Fold_0/train_data

63761 MB RAM detected; reserving 31880 MB for main workspace.
491952 variants loaded from .bim file.
380 people (183 males, 197 females) loaded from .fam.
380 phenotype values loaded from .fam.
--extract: 252524 variants remaining.
Using 1 thread (no multithreaded calculations invoked).
Before main variant filters, 380 founders and 0 nonfounders present.
Calculating allele frequencies... 10111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667686970717273747576777879808182838485868788899091929394959697989 done.
Total genotyping rate is 0.999894.
252524 variants and 380 people pass filters and QC.
Phenotype data is quantitative.
--clump: 172878 clumps formed from 252524 top variants.
Results written to SampleData1/Fold_0/train_data.clumped .

Warning: 'rs3134762' is missing from the main dataset, and is a top variant.
Warning: 'rs3132505' is missing from the main dataset, and is a top variant.
Warning: 'rs3130424' is missing from the main dataset, and is a top variant.
247090 more top variant IDs missing; see log file.

PLINK v1.90b7.2 64-bit (11 Dec 2023)           www.cog-genomics.org/plink/1.9/
(C) 2005-2023 Shaun Purcell, Christopher Chang   GNU General Public License v3
Logging to SampleData1/Fold_0/train_data.QC.clumped.pruned.log.
Options in effect:
  --bfile SampleData1/Fold_0/train_data.QC
  --extract SampleData1/Fold_0/train_data.valid.snp
  --indep-pairwise 200 50 0.25
  --make-bed
  --out SampleData1/Fold_0/train_data.QC.clumped.pruned

63761 MB RAM detected; reserving 31880 MB for main workspace.
491952 variants loaded from .bim file.
380 people (183 males, 197 females) loaded from .fam.
380 phenotype values loaded from .fam.
--extract: 172878 variants remaining.
Using 1 thread (no multithreaded calculations invoked).
Before main variant filters, 380 founders and 0 nonfounders present.
Calculating allele frequencies... 10111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667686970717273747576777879808182838485868788899091929394959697989 done.
Total genotyping rate is 0.999891.
172878 variants and 380 people pass filters and QC.
Phenotype data is quantitative.
--make-bed to SampleData1/Fold_0/train_data.QC.clumped.pruned.bed +
SampleData1/Fold_0/train_data.QC.clumped.pruned.bim +
SampleData1/Fold_0/train_data.QC.clumped.pruned.fam ... 101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899done.
Pruned 2 variants from chromosome 1, leaving 14011.
Pruned 2 variants from chromosome 2, leaving 13811.
Pruned 2 variants from chromosome 3, leaving 11783.
Pruned 0 variants from chromosome 4, leaving 11041.
Pruned 1 variant from chromosome 5, leaving 10631.
Pruned 50 variants from chromosome 6, leaving 10018.
Pruned 0 variants from chromosome 7, leaving 9496.
Pruned 4 variants from chromosome 8, leaving 8863.
Pruned 0 variants from chromosome 9, leaving 7768.
Pruned 5 variants from chromosome 10, leaving 8819.
Pruned 10 variants from chromosome 11, leaving 8410.
Pruned 0 variants from chromosome 12, leaving 8198.
Pruned 0 variants from chromosome 13, leaving 6350.
Pruned 1 variant from chromosome 14, leaving 5741.
Pruned 0 variants from chromosome 15, leaving 5569.
Pruned 2 variants from chromosome 16, leaving 6067.
Pruned 1 variant from chromosome 17, leaving 5722.
Pruned 0 variants from chromosome 18, leaving 5578.
Pruned 0 variants from chromosome 19, leaving 4364.
Pruned 0 variants from chromosome 20, leaving 4916.
Pruned 0 variants from chromosome 21, leaving 2811.
Pruned 0 variants from chromosome 22, leaving 2831.
Pruning complete.  80 of 172878 variants removed.
Marker lists written to
SampleData1/Fold_0/train_data.QC.clumped.pruned.prune.in and
SampleData1/Fold_0/train_data.QC.clumped.pruned.prune.out .
PLINK v1.90b7.2 64-bit (11 Dec 2023)           www.cog-genomics.org/plink/1.9/
(C) 2005-2023 Shaun Purcell, Christopher Chang   GNU General Public License v3
Logging to SampleData1/Fold_0/test_data.clumped.pruned.log.
Options in effect:
  --bfile SampleData1/Fold_0/test_data
  --extract SampleData1/Fold_0/train_data.valid.snp
  --indep-pairwise 200 50 0.25
  --make-bed
  --out SampleData1/Fold_0/test_data.clumped.pruned

63761 MB RAM detected; reserving 31880 MB for main workspace.
551892 variants loaded from .bim file.
95 people (44 males, 51 females) loaded from .fam.
95 phenotype values loaded from .fam.
--extract: 172878 variants remaining.
Using 1 thread (no multithreaded calculations invoked).
Before main variant filters, 95 founders and 0 nonfounders present.
Calculating allele frequencies... 10111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667686970717273747576777879808182838485868788899091929394959697989 done.
Total genotyping rate is 0.999891.
172878 variants and 95 people pass filters and QC.
Phenotype data is quantitative.
--make-bed to SampleData1/Fold_0/test_data.clumped.pruned.bed +
SampleData1/Fold_0/test_data.clumped.pruned.bim +
SampleData1/Fold_0/test_data.clumped.pruned.fam ... 101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899done.
Pruned 1829 variants from chromosome 1, leaving 12184.
Pruned 1861 variants from chromosome 2, leaving 11952.
Pruned 1567 variants from chromosome 3, leaving 10218.
Pruned 1415 variants from chromosome 4, leaving 9626.
Pruned 1347 variants from chromosome 5, leaving 9285.
Pruned 1291 variants from chromosome 6, leaving 8777.
Pruned 1238 variants from chromosome 7, leaving 8258.
Pruned 1144 variants from chromosome 8, leaving 7723.
Pruned 902 variants from chromosome 9, leaving 6866.
Pruned 1090 variants from chromosome 10, leaving 7734.
Pruned 1036 variants from chromosome 11, leaving 7384.
Pruned 1061 variants from chromosome 12, leaving 7137.
Pruned 771 variants from chromosome 13, leaving 5579.
Pruned 683 variants from chromosome 14, leaving 5059.
Pruned 603 variants from chromosome 15, leaving 4966.
Pruned 710 variants from chromosome 16, leaving 5359.
Pruned 605 variants from chromosome 17, leaving 5118.
Pruned 648 variants from chromosome 18, leaving 4930.
Pruned 384 variants from chromosome 19, leaving 3980.
Pruned 559 variants from chromosome 20, leaving 4357.
Pruned 297 variants from chromosome 21, leaving 2514.
Pruned 276 variants from chromosome 22, leaving 2555.
Pruning complete.  21317 of 172878 variants removed.
Marker lists written to SampleData1/Fold_0/test_data.clumped.pruned.prune.in
and SampleData1/Fold_0/test_data.clumped.pruned.prune.out .
PLINK v1.90b7.2 64-bit (11 Dec 2023)           www.cog-genomics.org/plink/1.9/
(C) 2005-2023 Shaun Purcell, Christopher Chang   GNU General Public License v3
Logging to SampleData1/Fold_0/test_data.log.
Options in effect:
  --bfile SampleData1/Fold_0/test_data.clumped.pruned
  --extract SampleData1/Fold_0/train_data.valid.snp
  --out SampleData1/Fold_0/test_data
  --pca 6

63761 MB RAM detected; reserving 31880 MB for main workspace.
172878 variants loaded from .bim file.
95 people (44 males, 51 females) loaded from .fam.
95 phenotype values loaded from .fam.
--extract: 172878 variants remaining.
Using up to 8 threads (change this with --threads).
Before main variant filters, 95 founders and 0 nonfounders present.
Calculating allele frequencies... 10111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667686970717273747576777879808182838485868788899091929394959697989 done.
Total genotyping rate is 0.999891.
172878 variants and 95 people pass filters and QC.
Phenotype data is quantitative.
Relationship matrix calculation complete.
--pca: Results saved to SampleData1/Fold_0/test_data.eigenval and
SampleData1/Fold_0/test_data.eigenvec .
PLINK v1.90b7.2 64-bit (11 Dec 2023)           www.cog-genomics.org/plink/1.9/
(C) 2005-2023 Shaun Purcell, Christopher Chang   GNU General Public License v3
Logging to SampleData1/Fold_0/train_data.log.
Options in effect:
  --bfile SampleData1/Fold_0/train_data.QC.clumped.pruned
  --extract SampleData1/Fold_0/train_data.valid.snp
  --out SampleData1/Fold_0/train_data
  --pca 6

63761 MB RAM detected; reserving 31880 MB for main workspace.
172878 variants loaded from .bim file.
380 people (183 males, 197 females) loaded from .fam.
380 phenotype values loaded from .fam.
--extract: 172878 variants remaining.
Using up to 8 threads (change this with --threads).
Before main variant filters, 380 founders and 0 nonfounders present.
Calculating allele frequencies... 10111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667686970717273747576777879808182838485868788899091929394959697989 done.
Total genotyping rate is 0.999891.
172878 variants and 380 people pass filters and QC.
Phenotype data is quantitative.
Relationship matrix calculation complete.
--pca: Results saved to SampleData1/Fold_0/train_data.eigenval and
SampleData1/Fold_0/train_data.eigenvec .
The file SampleData1/Fold_0/SampleData1.JAMPred_Parameters removed
The file SampleData1/Fold_0/SampleData1.JAMPred_Effects does not exist
The file SampleData1/Fold_0/SampleData1.JAMPred removed
The file SampleData1/Fold_0/SampleData1.newJAMPred does not exist
PLINK v1.90b7.2 64-bit (11 Dec 2023)           www.cog-genomics.org/plink/1.9/
(C) 2005-2023 Shaun Purcell, Christopher Chang   GNU General Public License v3
Note: --recodeA flag deprecated.  Use "--recode A ...".
Logging to SampleData1/Fold_0/train_data.QC.clumped.pruned.JAMPred.log.
Options in effect:
  --bfile SampleData1/Fold_0/train_data.QC.clumped.pruned
  --out SampleData1/Fold_0/train_data.QC.clumped.pruned.JAMPred
  --recode A

63761 MB RAM detected; reserving 31880 MB for main workspace.
172878 variants loaded from .bim file.
380 people (183 males, 197 females) loaded from .fam.
380 phenotype values loaded from .fam.
Using 1 thread (no multithreaded calculations invoked).
Before main variant filters, 380 founders and 0 nonfounders present.
Calculating allele frequencies... 10111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667686970717273747576777879808182838485868788899091929394959697989 done.
Total genotyping rate is 0.999891.
172878 variants and 380 people pass filters and QC.
Phenotype data is quantitative.
--recode A to SampleData1/Fold_0/train_data.QC.clumped.pruned.JAMPred.raw ...

101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899done.

/tmp/ipykernel_1257642/227372680.py:63: DtypeWarning: Columns 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have mixed types. Specify dtype option on import or set low_memory=False.
  x = pd.read_csv(jampredfile+".raw",sep="\s+",header=None).iloc[:, 6:]

There were 50 or more warnings (use warnings() to see the first 50)

     CHR        BP         SNP A1 A2      N        SE           P         BETA
1      1    801536  rs79373928  G  T 388028 -4.777949 8.08999e-01  2.03363e-03
2      1    840753   rs4970382  C  T 388028 -6.178387 1.99967e-01 -2.65785e-03
3      1    849998  rs13303222  A  G 388028 -5.934521 2.21234e-01  3.23734e-03
4      1    851390  rs72631889  T  G 388028 -5.278415 9.70804e-03  1.31903e-02
5      1    862772 rs192998324  G  A 388028 -5.134217 5.48224e-02 -1.13137e-02
6      1    864490  rs55678698  T  C 388028 -5.244833 6.35928e-01 -2.49704e-03
7      1    881918  rs35471880  A  G 388028 -5.531342 1.83907e-01  5.26304e-03
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1900   1  23283183   rs4654829  T  C 388028 -5.142013 4.95453e-01 -3.98494e-03
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1903   1  23407500  rs79926411  T  C 388028 -4.709553 3.81043e-01  7.89151e-03
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1911   1  23721974   rs1767138  G  A 388028 -5.155355 1.34872e-03  1.84903e-02
1912   1  23726583  rs72661441  A  G 388028 -5.084353 5.73929e-01 -3.48210e-03
1913   1  23729223  rs78814315  T  C 388028 -5.331349 7.69680e-02  8.55548e-03
1914   1  23730504  rs61777156  A  C 388028 -4.823138 9.48819e-01 -5.16181e-04
1915   1  23748688  rs77333451  T  C 388028 -4.697080 1.78792e-03  2.84912e-02
1916   1  23748784  rs11588134  C  T 388028 -6.197736 4.08503e-02 -4.15969e-03
1917   1  23767487  rs17184553  T  C 388028 -5.574780 1.72176e-03 -1.18869e-02
1918   1  23775425  rs74542688  A  G 388028 -5.021701 8.70185e-01 -1.07750e-03
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1920   1  23817182  rs67576297  T  C 388028 -5.541212 3.45692e-01 -3.69814e-03
1921   1  23829648  rs12144921  C  T 388028 -5.430761 3.52398e-01 -4.07296e-03
1922   1  23847464   rs2075995  C  A 388028 -6.198892 7.87354e-03 -5.39911e-03
1923   1  23875266   rs6668991  A  G 388028 -5.585232 4.86520e-01  2.61146e-03
1924   1  23880208    rs909534  A  G 388028 -6.185860 1.35130e-01 -3.07551e-03
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1927   1  23910170 rs115868351  A  G 388028 -4.852358 2.38008e-01  9.21559e-03
1928   1  23937017  rs35202067  C  T 388028 -5.509975 6.29450e-01 -1.95230e-03
1929   1  23938213   rs7549016  T  C 388028 -6.105745 4.54781e-01  1.66687e-03
1930   1  23944851   rs2811982  C  T 388028 -6.006314 9.85475e-01 -4.48410e-05
1931   1  23968743   rs4648910  T  C 388028 -4.600382 6.03988e-01 -5.21163e-03
1932   1  23970162  rs78344740  T  C 388028 -4.808976 9.13900e-01  8.81858e-04
1933   1  23970650   rs4649104  A  C 388028 -6.191908 3.50909e-04  7.31319e-03
1934   1  23979028  rs61777317  C  T 388028 -5.386583 3.25853e-01 -4.49749e-03
1935   1  23989270  rs74410919  A  G 388028 -4.966507 8.11959e-01 -1.65755e-03
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1937   1  24021224      rs8880  T  C 388028 -5.326655 8.66184e-01  8.18996e-04
1938   1  24021737   rs3820033  T  C 388028 -5.873891 2.87729e-01  2.98940e-03
1939   1  24023011  rs41310397  T  C 388028 -5.231867 2.25779e-01 -6.47266e-03
1940   1  24039173  rs12121852  A  G 388028 -5.393875 6.43354e-01  2.10409e-03
1941   1  24043985    rs985086  C  T 388028 -6.196739 3.73871e-03 -5.90339e-03
1942   1  24077451   rs2235541  T  C 388028 -5.658633 8.84873e-01 -5.04941e-04
1943   1  24209630  rs12759917  G  T 388028 -6.039332 3.06040e-03  7.05800e-03
1944   1  24375163  rs34715165  A  G 388028 -5.461484 8.74167e-01 -6.72630e-04
1945   1  24414137  rs79421696  T  G 388028 -5.158795 3.34451e-05  2.38493e-02
1946   1  24416628  rs72648548  C  T 388028 -5.524518 3.68197e-01 -3.58844e-03
1947   1  24417266  rs78798490  A  G 388028 -4.634527 5.52418e-01  5.76952e-03
1948   1  24419496   rs4233050  G  A 388028 -6.194761 5.74122e-01 -1.14651e-03
1949   1  24422626  rs12568789  T  C 388028 -5.680266 2.73435e-01 -3.73750e-03
1950   1  24433055  rs76729092  A  G 388028 -4.862117 6.23176e-01 -3.80018e-03
1951   1  24445288 rs114465190  C  A 388028 -4.663441 6.80940e-01 -3.87906e-03
1952   1  24466259  rs10751768  C  T 388028 -6.174494 8.29583e-02  3.60948e-03
1953   1  24470995   rs4592212  T  C 388028 -5.371966 4.78831e-01 -3.28951e-03
1954   1  24473526  rs74785846  T  G 388028 -4.959543 4.88486e-01 -4.86021e-03
1955   1  24473669  rs76724913  T  G 388028 -5.486507 2.30528e-01  4.96661e-03
1956   1  24506121   rs3893321  A  G 388028 -4.768539 2.63365e-01 -9.49896e-03
1957   1  24507855  rs10903046  C  T 388028 -6.156151 8.19813e-01  4.82996e-04
1958   1  24516880  rs11587500  A  G 388028 -6.198164 8.92988e-01 -2.73508e-04
1959   1  24525794   rs6691474  G  T 388028 -5.795280 3.53078e-01 -2.82480e-03
1960   1  24526135  rs12046369  T  G 388028 -5.707363 9.48316e-01 -2.15301e-04
1961   1  24527816  rs16860735  C  T 388028 -4.748947 2.28105e-02  1.97172e-02
1962   1  24530964  rs11249028  T  C 388028 -5.515596 7.11723e-01  1.48687e-03
1963   1  24535011  rs10903056  T  C 388028 -6.170744 9.11178e-04 -6.93068e-03
1964   1  24556587  rs72650451  T  C 388028 -5.427097 7.85065e-01  1.19886e-03
1965   1  24565480   rs7543392  A  G 388028 -6.155825 3.49470e-01  1.98453e-03
1966   1  24578011  rs12407356  A  G 388028 -5.135033 7.80939e-01 -1.63711e-03
1967   1  24584035  rs72650483  A  G 388028 -5.328805 4.30054e-01 -3.82703e-03
1968   1  24587703  rs71640832  A  C 388028 -5.275023 8.51829e-01  9.55939e-04
1969   1  24617944  rs11249071  G  A 388028 -6.196807 7.27520e-01  7.09369e-04
1970   1  24627899  rs77455275  T  C 388028 -4.817332 4.00308e-02 -1.66089e-02
1971   1  24641835  rs11249086  T  C 388028 -6.190667 9.61549e-01 -9.87563e-05
1972   1  24654576   rs1408560  A  G 388028 -4.854595 5.62025e-01 -4.51837e-03
1973   1  24656001  rs12059221  G  T 388028 -5.931491 6.22525e-01  1.30676e-03
1974   1  24659435  rs10903078  C  T 388028 -6.099937 6.57803e-02 -4.12696e-03
1975   1  24671418 rs116396279  G  A 388028 -5.305682 7.11592e-01  1.83503e-03
1976   1  24688813  rs16829480  A  G 388028 -4.960281 1.38578e-01 -1.03840e-02
1977   1  24700446  rs79521248  T  C 388028 -4.960569 1.93111e-04 -2.61286e-02
1978   1  24706329  rs41307808  A  C 388028 -5.309172 1.20040e-01 -7.68914e-03
1979   1  24707669   rs6667695  A  G 388028 -6.151788 8.66904e-09 -1.22563e-02
1980   1  24727678   rs2078445  C  T 388028 -6.197889 8.85683e-03  5.32335e-03
1981   1  24731093  rs77909080  A  G 388028 -5.117163 3.98485e-01  5.06007e-03
1982   1  24764719 rs115436774  A  G 388028 -4.626693 2.71450e-01 -1.07631e-02
1983   1  24775094  rs72652576  G  A 388028 -5.253130 1.81741e-01  6.98572e-03
1984   1  24804018    rs195734  G  A 388028 -6.120571 7.37904e-01 -7.35251e-04
1985   1  24827829    rs431454  G  A 388028 -5.319478 5.69743e-02  9.31828e-03
1986   1  24843079  rs56843733  A  G 388028 -4.782402 2.14891e-01 -1.03880e-02
1987   1  24844069 rs114383419  T  C 388028 -5.162948 8.53620e-01  1.05624e-03
1988   1  24851514   rs9424327  G  T 388028 -5.864441 4.16123e-07 -1.43677e-02
1989   1  24863478   rs1055703  C  A 388028 -4.979275 9.26220e-01 -6.37010e-04
1990   1  24882006   rs6663911  G  A 388028 -6.197083 1.49431e-04  7.71821e-03
1991   1  24895818 rs150920265  A  G 388028 -5.017337 1.53069e-01  9.46157e-03
1992   1  24902506   rs7539229  G  A 388028 -5.635826 9.09988e-03 -9.30569e-03
1993   1  24986877   rs7549196  T  C 388028 -6.049984 1.90876e-02 -5.52652e-03
1994   1  25017985  rs61776064  G  A 388028 -5.554328 3.27415e-01  3.79068e-03
1995   1  25024017 rs114787228  A  G 388028 -5.130734 5.26037e-02 -1.14589e-02
1996   1  25042903 rs116348876  G  A 388028 -5.253929 9.16430e-04 -1.73275e-02
1997   1  25046829 rs111681564  A  G 388028 -5.301262 7.71572e-01 -1.44733e-03
1998   1  25093348   rs3122052  T  C 388028 -5.413870 4.03907e-02 -9.13030e-03
1999   1  25156402  rs28373107  G  A 388028 -4.982395 2.43086e-01  8.00496e-03
2000   1  25203390  rs10903110  C  T 388028 -6.198277 4.92976e-05  8.25162e-03
2001   1  25236934   rs6688452  C  T 388028 -5.584656 9.39050e-02  6.29026e-03
2002   1  25238040  rs76826071  A  G 388028 -5.265111 1.69967e-01 -7.09323e-03
2003   1  25242193    rs736553  T  C 388028 -4.865506 7.23517e-01 -2.72678e-03
2004   1  25243960 rs112987325  G  A 388028 -4.977800 4.25350e-01  5.49190e-03
2005   1  25257753  rs79211218  T  C 388028 -5.251426 6.72511e-02 -9.58926e-03
2006   1  25264162   rs1005735  G  A 388028 -5.999549 9.22534e-01  2.41148e-04
2007   1  25266476  rs11249205  T  G 388028 -5.188855 2.94678e-02 -1.21452e-02
2008   1  25292316 rs115583054  A  G 388028 -5.482300 7.64888e-01 -1.24405e-03
2009   1  25294874 rs114808189  A  G 388028 -5.351931 1.20902e-03  1.53390e-02
2010   1  25302014   rs6695069  C  T 388028 -5.800187 4.62422e-01 -2.22443e-03
2011   1  25305665  rs79116073  A  G 388028 -4.994824 5.30604e-01  4.24719e-03
2012   1  25306442  rs71652346  A  G 388028 -5.249701 3.16994e-01  5.25254e-03
2013   1  25306562  rs12719821  C  T 388028 -6.187372 1.78061e-03 -6.42173e-03
2014   1  25314118  rs11584631  A  G 388028 -5.548010 4.74677e-01 -2.78464e-03
2015   1  25318031  rs76371714  G  A 388028 -4.666957 3.88354e-02  1.94215e-02
2016   1  25321557 rs115989322  G  A 388028 -5.134951 3.70192e-01  5.27573e-03
2017   1  25326313    rs425670  C  T 388028 -6.170529 5.13431e-02 -4.07285e-03
2018   1  25333429  rs11249236  C  T 388028 -5.467678 2.25292e-01 -5.11832e-03
2019   1  25367501  rs72657096  C  T 388028 -4.826436 3.37664e-01  7.68476e-03
2020   1  25378444    rs369427  G  A 388028 -6.195914 4.95265e-02  4.00220e-03
2021   1  25378844  rs76148397  T  C 388028 -5.245107 5.09105e-03 -1.47716e-02
2022   1  25398545 rs116479339  T  C 388028 -4.834776 1.94386e-01  1.03148e-02
2023   1  25413466   rs7533661  A  G 388028 -5.622033 3.91913e-01 -3.09695e-03
2024   1  25413520  rs77947178  T  G 388028 -5.073251 4.46649e-02  1.25729e-02
2025   1  25421990  rs11588172  C  T 388028 -6.198312 1.69126e-03  6.38259e-03
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2029   1  25443597  rs17370787  T  C 388028 -5.530234 1.20741e-02 -9.95223e-03
2030   1  25443900 rs116287500  C  T 388028 -5.188445 4.87114e-01  3.87806e-03
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9018   1 170954078  rs28579231  A  C 388028 -6.127651 4.71396e-01  1.57128e-03
9019   1 170960708  rs58049435  C  T 388028 -5.131610 9.67375e-01 -2.41604e-04
9020   1 170974158  rs61816057  A  G 388028 -5.600326 5.96158e-01  1.95899e-03
9021   1 170989159  rs76771114  T  G 388028 -5.038132 3.58873e-01 -5.95088e-03
9022   1 170992074  rs76331809  A  C 388028 -5.312572 7.48930e-01  1.57760e-03
9023   1 170995404  rs75804706  C  T 388028 -5.117373 2.13082e-03 -1.84029e-02
9024   1 171036970  rs16863968  C  T 388028 -5.753150 5.30614e-02  6.13749e-03
9025   1 171038243  rs35312690  C  T 388028 -4.769913 4.58292e-01  6.29014e-03
9026   1 171039929 rs116325264  T  C 388028 -5.011337 4.56413e-02  1.33153e-02
9027   1 171051777  rs67806272  A  G 388028 -5.497657 2.42558e-02  9.22934e-03
9028   1 171070176  rs74319242  T  G 388028 -5.513942 3.29295e-07  2.05779e-02
9029   1 171087490  rs28363598  T  C 388028 -4.895905 6.31500e-01  3.58617e-03
9030   1 171127757  rs67522662  C  T 388028 -5.974202 1.11839e-10 -1.64062e-02
9031   1 171130717  rs76012774  C  T 388028 -4.870576 2.99029e-01 -7.96436e-03
9032   1 171141286  rs61814305  T  C 388028 -5.375276 3.52241e-01 -4.30674e-03
9033   1 171175401  rs28369903  A  G 388028 -5.123507 2.00255e-01  7.62746e-03
9034   1 171189049 rs114603875  A  C 388028 -4.990312 6.85277e-03  1.83963e-02
9035   1 171205078   rs7529080  C  A 388028 -6.189862 3.48326e-05  8.48619e-03
9036   1 171220811  rs13353034  T  C 388028 -5.383908 1.09500e-01  7.34581e-03
9037   1 171227464  rs12142492  C  T 388028 -4.723687 7.00025e-01  3.42226e-03
9038   1 171251600  rs28360422  C  T 388028 -4.773545 5.99371e-01 -4.43902e-03
9039   1 171252591 rs116209269  T  C 388028 -4.984937 1.06715e-02  1.74650e-02
9040   1 171302256   rs7534165  A  G 388028 -5.943597 2.34091e-02  5.94461e-03
9041   1 171307606  rs74560134  C  T 388028 -5.015767 4.56833e-01 -4.93509e-03
9042   1 171358906  rs55913873  T  C 388028 -5.749127 1.70084e-05  1.37010e-02
9043   1 171366674  rs75249488  T  C 388028 -4.917625 2.73448e-02  1.61443e-02
9044   1 171396569  rs10798394  T  C 388028 -6.181154 7.40753e-02 -3.69383e-03
9045   1 171407618  rs79015177  C  T 388028 -5.503299 2.46812e-01 -4.71741e-03
9046   1 171408373  rs78835004  A  G 388028 -5.265529 6.00089e-01  2.70874e-03
9047   1 171427122 rs116279524  G  A 388028 -4.890794 7.80155e-01  2.09769e-03
9048   1 171467731  rs12126599  G  A 388028 -5.917776 7.17147e-01  9.74946e-04
9049   1 171486912  rs10913157  A  G 388028 -5.825411 8.78202e-01  4.52326e-04
9050   1 171526910  rs12025905  A  G 388028 -5.895907 1.45961e-02 -6.71788e-03
9051   1 171575079 rs114290590  G  T 388028 -4.746381 2.26566e-01 -1.05000e-02
9052   1 171606739   rs7545646  C  T 388028 -5.731642 6.74041e-02 -5.92908e-03
9053   1 171624814  rs75265199  T  C 388028 -4.977362 3.20898e-01  6.84133e-03
9054   1 171630557  rs72717882  A  G 388028 -5.119642 1.29216e-01 -9.07009e-03
9055   1 171633446  rs77805928  T  C 388028 -4.915309 7.76817e-01 -2.07881e-03
9056   1 171671910 rs114416916  A  G 388028 -4.979413 5.36743e-01 -4.24891e-03
9057   1 171697570 rs116540511  T  C 388028 -5.028761 3.81015e-01 -5.73529e-03
9058   1 171699521  rs12748176  C  T 388028 -5.409653 7.34688e-02  8.00661e-03
9059   1 171711580  rs35380423  T  C 388028 -4.801980 5.60779e-01  4.77765e-03
9060   1 171725411  rs57885759  G  A 388028 -5.304372 8.93148e-02  8.44386e-03
9061   1 171726665 rs115315776  A  G 388028 -5.183932 2.26409e-01  6.78128e-03
9062   1 171744687  rs75219815  G  T 388028 -4.926588 6.22203e-01  3.57289e-03
9063   1 171752288  rs79441597  T  C 388028 -5.851244 1.34805e-03  9.22024e-03
9064   1 171785238   rs6425434  G  T 388028 -5.091931 8.27575e-01  1.33871e-03
9065   1 171807232  rs10798687  A  G 388028 -6.023979 2.67537e-01 -2.68321e-03
9066   1 171851052  rs76064941  T  C 388028 -5.150715 5.63625e-01 -3.34657e-03
9067   1 171854692  rs79527593  T  C 388028 -5.112152 4.49917e-03  1.71109e-02
9068   1 171917156 rs113625561  G  A 388028 -4.930892 6.92644e-01  2.85387e-03
9069   1 171949750  rs10914144  T  C 388028 -5.969789 9.70915e-03  6.60675e-03
9070   1 172019352 rs116669894  A  G 388028 -4.874184 6.16914e-01  3.82241e-03
9071   1 172031451  rs78057682  C  T 388028 -4.969324 7.95647e-03  1.84391e-02
9072   1 172059997   rs4916242  A  G 388028 -5.365028 2.40309e-01  5.49221e-03
9073   1 172098437  rs75558128  G  A 388028 -4.880954 3.16129e-04  2.73364e-02
9074   1 172115154  rs12120556  T  C 388028 -5.914759 7.34470e-03 -7.23634e-03
9075   1 172147913  rs72721151  A  G 388028 -5.322700 2.48980e-01  5.62532e-03
9076   1 172170918    rs572802  T  C 388028 -6.184695 1.13032e-15 -1.65109e-02
9077   1 172187819    rs648889  G  A 388028 -5.506575 3.24836e-01  3.99735e-03
9078   1 172188062    rs650169  T  C 388028 -4.910694 9.87453e-01  1.15857e-04
9079   1 172188072    rs764322  C  A 388028 -5.463572 8.63977e-01 -7.26093e-04
9080   1 172189222  rs74888020  A  C 388028 -4.913452 3.73316e-01 -6.54097e-03
9081   1 172197006  rs78941801  G  T 388028 -5.162876 2.88556e-02 -1.25122e-02
9082   1 172214398  rs74894532  G  A 388028 -5.081565 6.52330e-01  2.79786e-03
9083   1 172277925  rs34870740  T  C 388028 -5.532535 1.39538e-01 -5.84499e-03
9084   1 172296432  rs74546237  G  A 388028 -5.013504 4.70799e-03 -1.87886e-02
9085   1 172302544    rs911713  C  A 388028 -6.192636 4.84712e-01  1.42854e-03
9086   1 172316577  rs74492546  C  T 388028 -4.825455 5.78746e-01 -4.45446e-03
9087   1 172319565  rs77473765  T  C 388028 -4.746478 2.19812e-01  1.06534e-02
9088   1 172320158  rs79517397  G  A 388028 -4.805373 7.60052e-01  2.50000e-03
9089   1 172326528  rs74534302  T  C 388028 -5.033958 4.61981e-01 -4.79088e-03
9090   1 172380481  rs41263738  T  C 388028 -4.819359 9.75700e-01 -2.45876e-04
          INFO        MAF
1    0.9089629 0.48321225
2    0.9146026 0.49893622
3    0.9133586 0.43537696
4    0.8974989 0.43295975
5    0.8980133 0.41747083
6    0.9089157 0.40876869
7    0.8948182 0.44334486
8    0.8844070 0.45501902
9    0.8955435 0.42899001
10   0.8944203 0.44952728
11   0.9007631 0.26398194
12   0.8949528 0.47267964
13   0.8876292 0.49050256
14   0.8879941 0.43861627
15   0.9077801 0.38934977
16   0.9016112 0.46631242
17   0.8879894 0.48924533
18   0.8887830 0.27014332
19   0.9097775 0.36543833
20   0.8878941 0.44104804
21   0.9100376 0.49898749
22   0.9007010 0.47295579
23   0.9006392 0.34488203
24   0.8905276 0.47060016
25   0.8933798 0.48052742
26   0.8843856 0.44163795
27   0.8878800 0.33868829
28   0.8986103 0.45242668
29   0.8918508 0.19890896
30   0.8891040 0.36238809
31   0.9035328 0.47971575
32   0.8959178 0.47419776
33   0.9033208 0.33208759
34   0.9041282 0.46600257
35   0.8869900 0.47521014
36   0.8941461 0.39066713
37   0.8973007 0.47787467
38   0.9183067 0.42989473
39   0.8990237 0.48611878
40   0.9213279 0.48334490
41   0.9156366 0.47938619
42   0.9084722 0.39914921
43   0.8903058 0.34916885
44   0.8889745 0.38928809
45   0.8949168 0.43722299
46   0.8866163 0.39411504
47   0.9141193 0.49437859
48   0.8980639 0.44426195
49   0.8870881 0.41511668
50   0.9116852 0.43198588
51   0.9007820 0.38806805
52   0.8973179 0.42970457
53   0.8923427 0.33154132
54   0.8998228 0.31165426
55   0.8896405 0.21150548
56   0.8926142 0.44908869
57   0.9077573 0.49893148
58   0.8948920 0.36673062
59   0.9027339 0.49472864
60   0.8997993 0.39276019
61   0.9038460 0.35701028
62   0.8980527 0.41238099
63   0.9078214 0.39952810
64   0.9088960 0.34753102
65   0.8944658 0.46475013
66   0.8961274 0.31725187
67   0.8869128 0.45176245
68   0.9042025 0.45478446
69   0.9106862 0.41495862
70   0.8945497 0.46552253
71   0.8960727 0.48824411
72   0.8966050 0.49613651
73   0.8957731 0.48559511
74   0.8932250 0.47780561
75   0.9136846 0.41680101
76   0.9064823 0.43008010
77   0.9075429 0.45832630
78   0.8891140 0.45535043
79   0.9177778 0.33027511
80   0.9033629 0.42035298
81   0.9191556 0.49319403
82   0.9184281 0.48240556
83   0.8927899 0.27278678
84   0.9039261 0.43426183
85   0.8914162 0.48429363
86   0.8819355 0.27055401
87   0.8958584 0.45161488
88   0.9070932 0.30470206
89   0.8926756 0.42773587
90   0.9021092 0.40981521
91   0.9023509 0.42120513
92   0.9242359 0.49069339
93   0.8931491 0.47014465
94   0.9157402 0.39521224
95   0.8965387 0.42782811
96   0.9066582 0.41534840
97   0.9020068 0.44014981
98   0.9081499 0.48932341
99   0.9120255 0.41003376
100  0.8998985 0.47163868
101  0.9142774 0.35333617
102  0.8878248 0.48445265
103  0.8911530 0.49203548
104  0.9106276 0.38112609
105  0.9046177 0.41873987
106  0.9024340 0.38900576
107  0.9001570 0.34301594
108  0.9022106 0.40664540
109  0.8951476 0.38831668
110  0.9125051 0.45947980
111  0.8891252 0.39958378
112  0.8937668 0.48876645
113  0.9107207 0.43128177
114  0.8964539 0.49643097
115  0.9060592 0.46643598
116  0.9055860 0.41320327
117  0.8807136 0.46390734
118  0.9068725 0.43930741
119  0.9019280 0.39172366
120  0.8943554 0.39935402
121  0.9137079 0.41680331
122  0.8845749 0.44637864
123  0.9099498 0.44714160
124  0.8987193 0.39696747
125  0.8845887 0.33896068
126  0.9062601 0.41691005
127  0.8951441 0.36558554
128  0.9011809 0.42100030
129  0.8994325 0.45080648
130  0.9078045 0.46653391
131  0.9054906 0.45677503
132  0.8967284 0.46499114
133  0.8942404 0.42335670
134  0.8983014 0.43943205
135  0.9099618 0.42611820
136  0.9060930 0.44966736
137  0.8954113 0.48585879
138  0.8837069 0.41561561
139  0.9084377 0.41165423
140  0.9040079 0.34116162
141  0.8936567 0.49626932
142  0.9155350 0.49691641
143  0.9033867 0.43532216
144  0.9075247 0.38572312
145  0.8905059 0.46094331
146  0.8922309 0.28855843
147  0.8813173 0.42917435
148  0.9107573 0.49691542
149  0.9005021 0.40581001
150  0.9054934 0.37352948
151  0.8894594 0.45091225
152  0.9102980 0.46321020
153  0.8933774 0.47630363
154  0.8997905 0.43158058
155  0.8875572 0.45053590
156  0.9055289 0.38027003
157  0.9043676 0.46571498
158  0.8999390 0.48043881
159  0.9037551 0.48757164
160  0.9048577 0.38421805
161  0.9115449 0.32773251
162  0.9006018 0.36248793
163  0.8966149 0.37933265
164  0.9134128 0.41081224
165  0.8897997 0.44482518
166  0.8888716 0.44519752
167  0.8886438 0.43952623
168  0.8895592 0.43898874
169  0.8954958 0.35757510
170  0.9032540 0.40276022
171  0.8804941 0.40698852
172  0.8889708 0.43267639
173  0.8983363 0.45404309
174  0.9148343 0.30783995
175  0.9198931 0.48751892
176  0.9040370 0.44989245
177  0.8890862 0.47366924
178  0.8901656 0.41490650
179  0.8955238 0.45000853
180  0.9000316 0.42221420
181  0.8934218 0.33044165
182  0.8954910 0.39021454
183  0.9053225 0.44822428
184  0.9193749 0.27062033
185  0.9083832 0.40186156
186  0.8931451 0.47074590
187  0.9043208 0.42692856
188  0.8976654 0.48407955
189  0.8937345 0.48669736
190  0.8976603 0.30512178
191  0.8969162 0.34527134
192  0.8993274 0.34343673
193  0.9037742 0.46266005
194  0.8940989 0.40643604
195  0.8959404 0.45061205
196  0.9074276 0.46288164
197  0.9148256 0.47014565
198  0.9023521 0.48556829
199  0.9018318 0.44835743
200  0.8864847 0.41039600
201  0.8917365 0.35369347
202  0.9010204 0.45587446
203  0.8985219 0.45904599
204  0.9049367 0.37378673
205  0.8997677 0.24253242
206  0.8826875 0.47618897
207  0.9032508 0.48979740
208  0.9255079 0.39867298
209  0.9081977 0.27110802
210  0.8840714 0.48282525
211  0.8889287 0.49618300
212  0.8701987 0.43693522
213  0.9203311 0.46364596
214  0.9005953 0.48845501
215  0.9000620 0.33671178
216  0.8958624 0.49833684
217  0.9064509 0.41381275
218  0.8961976 0.45943358
219  0.8994972 0.40981491
220  0.9191649 0.48274839
221  0.8985965 0.48340073
222  0.8868732 0.46516243
223  0.8990802 0.42930685
224  0.8866076 0.31904977
225  0.8829427 0.40902764
226  0.9161188 0.37900394
227  0.8892820 0.45897469
228  0.8871472 0.49334720
229  0.8944577 0.39530131
230  0.9121328 0.39295393
231  0.9024615 0.47950736
232  0.8855412 0.45997280
233  0.8955521 0.33020130
234  0.8974090 0.38257194
235  0.8755925 0.43857344
236  0.9094202 0.48290132
237  0.8963870 0.42880139
238  0.9097534 0.49293536
239  0.8827164 0.43391449
240  0.9029700 0.47475266
241  0.9040606 0.36890113
242  0.8855818 0.44945299
243  0.8791949 0.38243302
244  0.9089376 0.27947433
245  0.8956546 0.46535323
246  0.9005958 0.46543230
247  0.8918421 0.47449940
248  0.8984386 0.48872242
249  0.8959144 0.48796120
250  0.8984944 0.44646518
251  0.9108806 0.34834396
252  0.8901907 0.47117008
253  0.9315791 0.37048776
254  0.8994904 0.44885992
255  0.9132061 0.47381950
256  0.9020105 0.45868643
257  0.8916251 0.45220836
258  0.8824098 0.35291522
259  0.8937580 0.44969495
260  0.9173839 0.20116949
261  0.9021305 0.46290330
262  0.9028858 0.38964796
263  0.9029844 0.41596639
264  0.9103467 0.41981101
265  0.8915023 0.44831171
266  0.9031192 0.47484936
267  0.8916112 0.39868052
268  0.8950183 0.40423089
269  0.8883574 0.34176440
270  0.9109500 0.30681355
271  0.9125532 0.40720384
272  0.8810696 0.49719751
273  0.9068652 0.37330629
274  0.9220430 0.45800617
275  0.9123991 0.46260965
276  0.9111026 0.48064405
277  0.8930620 0.40238135
278  0.8854412 0.35436863
279  0.8971902 0.47606885
280  0.8994940 0.42618274
281  0.8920862 0.40284320
282  0.9132074 0.49432291
283  0.9102256 0.40059257
284  0.9022456 0.48161222
285  0.8976893 0.37156506
286  0.8898412 0.37297227
287  0.8971311 0.40806605
288  0.8918765 0.42271788
289  0.8950906 0.37330782
290  0.9093971 0.48200016
291  0.9080082 0.39037760
292  0.8943370 0.36594844
293  0.9040663 0.42946967
294  0.9017401 0.49064169
295  0.8916160 0.47175195
296  0.8940965 0.42948962
297  0.8988780 0.39554096
298  0.9060466 0.43684946
299  0.9010060 0.49669849
300  0.9033927 0.46599999
301  0.8979679 0.31720335
302  0.9061839 0.38428714
303  0.8944688 0.44528947
304  0.8914303 0.37735734
305  0.9035127 0.48726849
306  0.9065611 0.35911433
307  0.8836594 0.44277419
308  0.9121055 0.40976377
309  0.8759633 0.37280291
310  0.8944457 0.35207184
311  0.8940533 0.47487020
312  0.8956008 0.48028818
313  0.8952191 0.35247507
314  0.8910538 0.42527975
315  0.8960434 0.44608675
316  0.8997826 0.48696206
317  0.8933140 0.40725355
318  0.9090292 0.42892805
319  0.9010525 0.49996958
320  0.9053051 0.49118697
321  0.8960923 0.44050543
322  0.9007016 0.48340379
323  0.8752871 0.33338701
324  0.9209970 0.35778325
325  0.9041338 0.44996286
326  0.9195727 0.36969869
327  0.8854362 0.47150845
328  0.8934368 0.48590992
329  0.9056858 0.38716237
330  0.8927425 0.36875184
331  0.9020470 0.32469581
332  0.8984903 0.43226197
333  0.9039093 0.40435991
334  0.9058659 0.42852950
335  0.9061973 0.40186495
336  0.8890313 0.38852575
337  0.9100666 0.49714402
338  0.8915471 0.49553965
339  0.8970553 0.39663297
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1457 0.8976493 0.42770169
1458 0.9103334 0.41103178
1459 0.8976753 0.44053044
1460 0.9113595 0.48748056
1461 0.9020097 0.40445541
1462 0.9055652 0.42902509
1463 0.9014351 0.48470517
1464 0.9124775 0.44850402
1465 0.9152445 0.33244472
1466 0.9080410 0.49285083
1467 0.9012543 0.44420988
1468 0.8982978 0.43660864
1469 0.8993931 0.47721511
1470 0.9133960 0.48322731
1471 0.8977797 0.34103861
1472 0.9032546 0.42951175
1473 0.8985380 0.32641804
1474 0.8978487 0.36559493
1475 0.9057087 0.45350545
1476 0.9106963 0.48419140
1477 0.8922036 0.49388930
1478 0.8899673 0.48993561
1479 0.8992090 0.30557153
1480 0.9044465 0.49075907
1481 0.9254716 0.37272663
1482 0.8988268 0.39390175
1483 0.9151069 0.41097922
1484 0.9166879 0.36492788
1485 0.8821081 0.45071622
1486 0.9117768 0.36010916
1487 0.9011853 0.47987344
1488 0.9146297 0.31071683
1489 0.9092593 0.25511523
1490 0.9130261 0.49062187
1491 0.9060080 0.46336326
1492 0.9115426 0.49094683
1493 0.8954524 0.34867387
1494 0.9125176 0.26093827
1495 0.8900564 0.24705556
1496 0.9012083 0.39297080
1497 0.9122964 0.33845173
1498 0.8961445 0.36055584
1499 0.9005295 0.35451616
1500 0.8757294 0.45239824
1501 0.8971046 0.43198436
1502 0.9030175 0.45441321
1503 0.8808265 0.36359276
1504 0.9079843 0.44378598
1505 0.9000399 0.44007033
1506 0.9068045 0.48955731
1507 0.8841913 0.49869695
1508 0.9016125 0.35376042
1509 0.8977838 0.32382727
1510 0.9022717 0.30861728
1511 0.8944320 0.43907060
1512 0.8961730 0.46014413
1513 0.8817971 0.44485742
1514 0.8800484 0.37502407
1515 0.8891452 0.47858483
1516 0.9133008 0.48053241
1517 0.8944430 0.32444631
1518 0.9213435 0.38624795
1519 0.9184174 0.44108295
1520 0.9129641 0.39433203
1521 0.8993233 0.48227756
1522 0.8792038 0.47492481
1523 0.8950579 0.44715557
1524 0.9048684 0.40673144
1525 0.8986845 0.34896880
1526 0.8993402 0.38984468
1527 0.8925988 0.47407396
1528 0.9021792 0.44282986
1529 0.9154010 0.46666458
1530 0.8969057 0.37363658
1531 0.8971894 0.46330173
1532 0.8931704 0.44591350
1533 0.8952834 0.48926791
1534 0.8942333 0.48054548
1535 0.8810716 0.41858260
1536 0.8968868 0.49660313
1537 0.8958195 0.47494359
1538 0.8985844 0.48999708
1539 0.9063940 0.31116267
1540 0.9060937 0.46604248
1541 0.9054824 0.32232599
1542 0.8939255 0.43319977
1543 0.8882519 0.44793819
1544 0.8839874 0.41593721
1545 0.8944527 0.36908123
1546 0.9193696 0.46292356
1547 0.9058064 0.46034123
1548 0.9046007 0.41324800
1549 0.9006274 0.45582589
1550 0.8902228 0.36452746
1551 0.9060024 0.30112907
1552 0.9162746 0.45945147
1553 0.9161282 0.46849138
1554 0.8977869 0.49001072
1555 0.8720225 0.47970319
1556 0.9068895 0.46766400
1557 0.9042749 0.32555644
1558 0.9136552 0.33085766
1559 0.8940277 0.45693431
1560 0.8906611 0.36042433
1561 0.8966219 0.47923679
1562 0.9128903 0.46598056
1563 0.8747685 0.39018784
1564 0.8967965 0.30097197
1565 0.8906359 0.45548991
1566 0.9103768 0.43853083
1567 0.8878167 0.44534091
1568 0.9166221 0.48119406
1569 0.9005919 0.46807124
1570 0.8906978 0.48873866
1571 0.8905109 0.33720033
1572 0.9022208 0.45968112
1573 0.8883506 0.40861278
1574 0.9160167 0.43000004
1575 0.9050729 0.38938567
1576 0.8995354 0.39890197
1577 0.9029291 0.46964943
1578 0.8949576 0.46297358
1579 0.9040419 0.42233204
1580 0.9213547 0.47415630
1581 0.9078597 0.48173294
1582 0.9112169 0.48752566
1583 0.9045496 0.44237769
1584 0.9075950 0.49310478
1585 0.8960019 0.36631815
1586 0.8900409 0.46417943
1587 0.9097364 0.40771489
1588 0.9002241 0.45480340
1589 0.9122185 0.40206121
1590 0.9057562 0.47355764
1591 0.9174312 0.46138622
1592 0.8968009 0.29432861
1593 0.9051249 0.35107750
1594 0.9121485 0.43119892
1595 0.8949640 0.43298049
1596 0.8895783 0.47181671
1597 0.9085833 0.31625713
1598 0.9070144 0.40802589
1599 0.9089971 0.36904082
1600 0.9050322 0.36162267
1601 0.9189233 0.32143607
1602 0.9157822 0.45094419
1603 0.8895457 0.41075230
1604 0.9225393 0.36471906
1605 0.8902951 0.30519031
1606 0.9042596 0.49583129
1607 0.8867317 0.42105450
1608 0.9112751 0.48920600
1609 0.9152437 0.38863143
1610 0.9065984 0.36413911
1611 0.9023254 0.49662069
1612 0.8935751 0.49218612
1613 0.8848209 0.42862977
1614 0.9004910 0.49228346
1615 0.9005424 0.49174575
1616 0.8962530 0.49570250
1617 0.9094523 0.48416858
1618 0.9062629 0.33740902
1619 0.9122675 0.45146211
1620 0.8974264 0.40891701
1621 0.9046198 0.47893836
1622 0.9033031 0.38574639
1623 0.9110776 0.49518660
1624 0.9090690 0.49546228
1625 0.8911144 0.49924038
1626 0.9079905 0.41329834
1627 0.8917842 0.46397179
1628 0.8935988 0.39163123
1629 0.9109844 0.46346941
1630 0.9064070 0.47266167
1631 0.8979922 0.40168331
1632 0.9053653 0.46383942
1633 0.8846241 0.45474770
1634 0.9027330 0.45817703
1635 0.9092131 0.45134079
1636 0.8735048 0.44845080
1637 0.9020088 0.40135990
1638 0.9113003 0.43054679
1639 0.9072959 0.48058414
1640 0.8985760 0.40461236
1641 0.8979183 0.38967873
1642 0.9035412 0.25938891
1643 0.9041649 0.39652230
1644 0.8925705 0.42220764
1645 0.9087053 0.45237212
1646 0.9039269 0.35193612
1647 0.8963427 0.36173446
1648 0.9261214 0.30169568
1649 0.9000362 0.46282580
1650 0.9024896 0.33942378
1651 0.8868209 0.43058021
1652 0.9063001 0.47066380
1653 0.8951691 0.46611886
1654 0.9136308 0.42472992
1655 0.8916505 0.43605797
1656 0.8945580 0.40651745
1657 0.9054291 0.47497355
1658 0.8899066 0.33816127
1659 0.8805700 0.49510342
1660 0.9073594 0.46009499
1661 0.8915474 0.48551847
1662 0.9019669 0.45660423
1663 0.9003916 0.42103748
1664 0.8938054 0.46468195
1665 0.9141283 0.45829285
1666 0.9091578 0.49808417
1667 0.8934783 0.43536826
1668 0.9024851 0.49421067
1669 0.8950651 0.40939689
1670 0.8900331 0.40685934
1671 0.9020788 0.47061443
1672 0.8975803 0.29637593
1673 0.8941433 0.36879256
1674 0.9040423 0.33505740
1675 0.9051107 0.47900903
1676 0.8995030 0.44044109
1677 0.9149504 0.37077461
1678 0.9012030 0.21457315
1679 0.9020451 0.36110611
1680 0.9046962 0.38711116
1681 0.9102912 0.40375263
1682 0.8968395 0.42464033
1683 0.8847033 0.31679464
1684 0.9020176 0.47130558
1685 0.9026953 0.47651124
1686 0.9037721 0.47849757
1687 0.8939909 0.48980920
1688 0.9036065 0.38969589
1689 0.8931579 0.44731427
1690 0.9081677 0.43979281
1691 0.8959802 0.46499589
1692 0.9032829 0.37639986
1693 0.8838381 0.44851418
1694 0.8884230 0.35954737
1695 0.9043124 0.33181733
1696 0.9195638 0.40107313
1697 0.8850143 0.49548242
1698 0.8904859 0.41128968
1699 0.9043790 0.27659486
1700 0.9103025 0.49335707
1701 0.9125777 0.47494489
1702 0.8849158 0.49924777
1703 0.9145406 0.39904693
1704 0.8979916 0.46515267
1705 0.9071305 0.46424527
1706 0.9075812 0.38203130
1707 0.8817533 0.41209625
1708 0.8917932 0.48015314
1709 0.9031897 0.49566965
1710 0.8907708 0.38331939
1711 0.8795429 0.48262440
1712 0.9051489 0.35318341
1713 0.9008915 0.48753975
1714 0.8981888 0.33583071
1715 0.8726819 0.45315562
1716 0.9159174 0.48994007
1717 0.9092194 0.37893124
1718 0.9003750 0.39241554
1719 0.8913684 0.48487105
1720 0.8880818 0.47416621
1721 0.8919628 0.46048438
1722 0.8930809 0.49256421
1723 0.8886540 0.49279440
1724 0.8996402 0.47976418
1725 0.9013643 0.40625361
1726 0.9065536 0.47509004
1727 0.9087150 0.45265569
1728 0.8955100 0.36260697
1729 0.9001033 0.45591956
1730 0.8907413 0.44044689
1731 0.9031995 0.42663419
1732 0.8939195 0.47607332
1733 0.8888177 0.41733396
1734 0.8856653 0.49422741
1735 0.8954895 0.42752132
1736 0.8944503 0.43143899
1737 0.8952425 0.44375164
1738 0.8907147 0.49946965
1739 0.9193516 0.49276611
1740 0.9043846 0.42285592
1741 0.9125682 0.48047069
1742 0.8910209 0.32630854
1743 0.8948525 0.48012260
1744 0.9032813 0.46981726
1745 0.9123910 0.46307969
1746 0.8952822 0.43884088
1747 0.8836332 0.49706243
1748 0.9027459 0.38818296
1749 0.9133860 0.42400067
1750 0.9180078 0.40069644
1751 0.8905016 0.35734474
1752 0.9093702 0.45755990
1753 0.9025619 0.42529326
1754 0.8885124 0.49371720
1755 0.8970353 0.36735891
1756 0.8883144 0.43761118
1757 0.8898922 0.46504108
1758 0.8927473 0.44571606
1759 0.8956496 0.40290742
1760 0.9210328 0.38755192
1761 0.8936068 0.43865861
1762 0.9074727 0.43304663
1763 0.9016507 0.39180880
1764 0.8896746 0.44968053
1765 0.9001004 0.44405752
1766 0.9098086 0.39321229
1767 0.9132542 0.49001186
1768 0.9098174 0.38497670
1769 0.9075106 0.45571481
1770 0.8945059 0.37674173
1771 0.8961639 0.45166365
1772 0.9058650 0.37245178
1773 0.8967574 0.42378706
1774 0.9096183 0.43457948
1775 0.9141874 0.48970843
1776 0.9042391 0.49869717
1777 0.9033760 0.45722984
1778 0.8866363 0.47670045
1779 0.9065738 0.44716503
1780 0.9043769 0.39109795
1781 0.9039646 0.40036670
1782 0.9014996 0.37612643
1783 0.9332688 0.38419110
1784 0.9010820 0.48765825
1785 0.9030191 0.37073725
1786 0.9100180 0.47245619
1787 0.9004194 0.42919684
1788 0.9034374 0.45873728
1789 0.9058306 0.48245621
1790 0.8854555 0.47084440
1791 0.9023188 0.36516335
1792 0.8946034 0.33222001
1793 0.9070176 0.42824124
1794 0.9011393 0.46373506
1795 0.8947431 0.40641088
1796 0.9015346 0.42150640
1797 0.9049076 0.42026448
1798 0.8782091 0.30155235
1799 0.9181865 0.44483297
1800 0.8933660 0.39639566
1801 0.8917429 0.44206292
1802 0.8985749 0.41265282
1803 0.8990998 0.38514651
1804 0.9054812 0.49556607
1805 0.9107984 0.40219396
1806 0.8875047 0.46143576
1807 0.9041766 0.48813989
1808 0.9052475 0.45638116
1809 0.9116306 0.46506005
1810 0.8962893 0.46344499
1811 0.8907936 0.39987475
1812 0.9002099 0.48475281
1813 0.8943433 0.42658879
1814 0.9010558 0.48703512
1815 0.8842804 0.46938658
1816 0.9092082 0.25877068
1817 0.9194992 0.38824934
1818 0.8850325 0.43902988
1819 0.9098035 0.44382371
1820 0.8865373 0.32807198
1821 0.8901811 0.38825217
1822 0.8847481 0.49079138
1823 0.8941579 0.22116164
1824 0.9040154 0.33229742
1825 0.9016738 0.47973490
1826 0.9021904 0.46034362
1827 0.8987408 0.42250304
1828 0.8871771 0.44240530
1829 0.9029029 0.33444893
1830 0.9029314 0.43389751
1831 0.9103652 0.30547493
1832 0.9191908 0.49924183
1833 0.8792928 0.37970019
1834 0.9085586 0.44009534
1835 0.8966278 0.38796051
1836 0.9154744 0.43440714
1837 0.8993029 0.34274717
1838 0.8952038 0.39061680
1839 0.9158696 0.40717951
1840 0.9054563 0.45995731
1841 0.9015454 0.41517506
1842 0.9155137 0.42705238
1843 0.9083089 0.49773635
1844 0.9011761 0.46652969
1845 0.8941182 0.41562289
1846 0.8950488 0.37764262
1847 0.9225206 0.42410858
1848 0.9184633 0.47952572
1849 0.9023584 0.33675170
1850 0.8921616 0.49186213
1851 0.9072101 0.21556327
1852 0.8912784 0.46342938
1853 0.8966033 0.24126262
1854 0.8942870 0.47728877
1855 0.9326493 0.36680178
1856 0.8920262 0.43130372
1857 0.8836836 0.48703112
1858 0.8878022 0.39588070
1859 0.9128264 0.40858538
1860 0.9115194 0.23575398
1861 0.9124165 0.48767394
1862 0.9132177 0.41378809
1863 0.8875757 0.45579720
1864 0.8987147 0.47506374
1865 0.8916876 0.35092575
1866 0.9019190 0.40209293
1867 0.8811075 0.46412480
1868 0.8928915 0.44588431
1869 0.8956916 0.37740000
1870 0.9006182 0.44549224
1871 0.8989349 0.32587349
1872 0.9173660 0.49248197
1873 0.8973505 0.45946401
1874 0.9133557 0.36717414
1875 0.9017679 0.37813875
1876 0.8857996 0.32293558
1877 0.9053155 0.35808509
1878 0.9125853 0.35532967
1879 0.8999300 0.41268075
1880 0.9108979 0.47140155
1881 0.9088367 0.49284441
1882 0.9228234 0.44585328
1883 0.8895034 0.37842735
1884 0.9069758 0.43642483
1885 0.8944735 0.41079690
1886 0.9037314 0.14523975
1887 0.9104248 0.30909586
1888 0.8768352 0.47663200
1889 0.8991245 0.45672132
1890 0.8954248 0.35004011
1891 0.8768340 0.46457612
1892 0.8948098 0.37691916
1893 0.8982106 0.40533461
1894 0.8977040 0.44315535
1895 0.9013971 0.43606948
1896 0.8983970 0.46868064
1897 0.9180345 0.48799317
1898 0.9077875 0.35638824
1899 0.9029242 0.40408676
1900 0.9008910 0.46361848
1901 0.9100443 0.42879345
1902 0.8829937 0.44867031
1903 0.8997613 0.47321716
1904 0.8852715 0.45026215
1905 0.8951786 0.49824898
1906 0.8954611 0.39586133
1907 0.9065299 0.42046119
1908 0.9018534 0.44489872
1909 0.8987137 0.40586240
1910 0.8978645 0.48518719
1911 0.9035423 0.48893736
1912 0.8964659 0.32775735
1913 0.9026284 0.48800700
1914 0.8963777 0.37670424
1915 0.9023263 0.33913888
1916 0.9117892 0.31075498
1917 0.9031912 0.45728897
1918 0.9013245 0.42002302
1919 0.8890123 0.43560143
1920 0.9040644 0.34381272
1921 0.9079322 0.43935424
1922 0.9061829 0.40019275
1923 0.9035922 0.32183399
1924 0.9091279 0.44148518
1925 0.8904213 0.40016133
1926 0.9123530 0.24594560
1927 0.8972242 0.40807444
1928 0.9079167 0.35535864
1929 0.8901422 0.41032561
1930 0.9012196 0.44150391
1931 0.8955252 0.09431562
1932 0.8859605 0.38894249
1933 0.8926111 0.37657219
1934 0.9055196 0.48639225
1935 0.9014718 0.32974148
1936 0.8933994 0.49799760
1937 0.8999443 0.32213170
1938 0.9064340 0.38190180
1939 0.8911577 0.36954601
1940 0.8976357 0.42187369
1941 0.9091290 0.40649014
1942 0.9046252 0.39071972
1943 0.9072077 0.38543465
1944 0.8965083 0.49493612
1945 0.8963481 0.48028022
1946 0.8915866 0.47443687
1947 0.9057444 0.39551838
1948 0.8987893 0.42962781
1949 0.8995973 0.38812636
1950 0.9110438 0.45484887
1951 0.8832935 0.47552997
1952 0.8901277 0.48445854
1953 0.9019561 0.48873169
1954 0.9128284 0.41671660
1955 0.9059077 0.45436363
1956 0.9104009 0.35377645
1957 0.8984089 0.41893801
1958 0.8984951 0.40240608
1959 0.8944845 0.45248920
1960 0.9084307 0.39983263
1961 0.8985659 0.39251449
1962 0.8833557 0.40551630
1963 0.8901624 0.43334740
1964 0.9024018 0.30744396
1965 0.9074768 0.46151757
1966 0.8964557 0.30096545
1967 0.9005590 0.48046204
1968 0.9022242 0.44100966
1969 0.8927102 0.35805070
1970 0.9085754 0.45896470
1971 0.9004555 0.39608591
1972 0.9011646 0.47915735
1973 0.8986258 0.35065916
1974 0.8980041 0.32156769
1975 0.8938628 0.37095415
1976 0.8806844 0.41825999
1977 0.9037586 0.47802907
1978 0.8966814 0.42325063
1979 0.9134201 0.36291204
1980 0.9077319 0.48012761
1981 0.9000555 0.48593985
1982 0.8984649 0.37012213
1983 0.8923503 0.43268278
1984 0.8944614 0.37108820
1985 0.9010184 0.49225275
1986 0.8928590 0.39129816
1987 0.9116067 0.26165391
1988 0.9146365 0.34096526
1989 0.8926745 0.38357003
1990 0.8976252 0.28302956
1991 0.8859686 0.47208645
1992 0.9025915 0.31179715
1993 0.9078758 0.38497633
1994 0.9005060 0.36334640
1995 0.8924593 0.45012854
1996 0.8983788 0.49022746
1997 0.9050328 0.41773072
1998 0.8841544 0.39447016
1999 0.9193141 0.30928100
2000 0.9073928 0.41928857
2001 0.9084191 0.35451492
2002 0.8821841 0.36690747
2003 0.8919852 0.48784914
2004 0.8953266 0.46219218
2005 0.9014595 0.45111431
2006 0.9164280 0.44334962
2007 0.9028275 0.35879519
2008 0.9061588 0.49147084
2009 0.8963054 0.37394242
2010 0.8868677 0.49407874
2011 0.9173944 0.37975881
2012 0.8979376 0.46521206
2013 0.8972834 0.44360834
2014 0.9221345 0.41029260
2015 0.9069894 0.36876977
2016 0.9047539 0.31241899
2017 0.9030684 0.43057048
2018 0.8983524 0.35264182
2019 0.8984311 0.42775982
2020 0.9037057 0.45786655
2021 0.9129407 0.45072462
2022 0.9069776 0.48596440
2023 0.8916325 0.49454603
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9022 0.9003103 0.41789181
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9025 0.9229712 0.48990997
9026 0.9033880 0.46872900
9027 0.8954721 0.44552038
9028 0.8964387 0.41597533
9029 0.9196910 0.44961352
9030 0.8915855 0.33831300
9031 0.8871182 0.43737761
9032 0.9058039 0.37373171
9033 0.8934804 0.40606164
9034 0.9039545 0.41987067
9035 0.9170878 0.39760796
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9075 0.9090508 0.39468458
9076 0.9151970 0.43697355
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9078 0.9060606 0.26959507
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9082 0.9145507 0.32117043
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9089 0.9064916 0.41822690
9090 0.8857576 0.39783375
 [ reached 'max' / getOption("max.print") -- omitted 163788 rows ]

     SNP1 SNP2 SNP3 SNP4 SNP5 SNP6 SNP7 SNP8 SNP9 SNP10 SNP11 SNP12 SNP13 SNP14
     SNP15 SNP16 SNP17 SNP18 SNP19 SNP20 SNP21 SNP22 SNP23 SNP24 SNP25 SNP26
     SNP27 SNP28 SNP29 SNP30 SNP31 SNP32 SNP33 SNP34 SNP35 SNP36 SNP37 SNP38
     SNP39 SNP40 SNP41 SNP42 SNP43 SNP44 SNP45 SNP46 SNP47 SNP48 SNP49 SNP50
     SNP51 SNP52 SNP53 SNP54 SNP55 SNP56 SNP57 SNP58 SNP59 SNP60 SNP61 SNP62
     SNP63 SNP64 SNP65 SNP66 SNP67 SNP68 SNP69 SNP70 SNP71 SNP72 SNP73 SNP74
     SNP75 SNP76 SNP77 SNP78 SNP79 SNP80 SNP81 SNP82 SNP83 SNP84 SNP85 SNP86
     SNP87 SNP88 SNP89 SNP90 SNP91 SNP92 SNP93 SNP94 SNP95 SNP96 SNP97 SNP98
     SNP99 SNP100 SNP101 SNP102 SNP103 SNP104 SNP105 SNP106 SNP107 SNP108
     SNP109 SNP110 SNP111 SNP112 SNP113 SNP114 SNP115 SNP116 SNP117 SNP118
     SNP119 SNP120 SNP121 SNP122 SNP123 SNP124 SNP125 SNP126 SNP127 SNP128
     SNP129 SNP130 SNP131 SNP132 SNP133 SNP134 SNP135 SNP136 SNP137 SNP138
     SNP139 SNP140 SNP141 SNP142 SNP143 SNP144 SNP145 SNP146 SNP147 SNP148
     SNP149 SNP150 SNP151 SNP152 SNP153 SNP154 SNP155 SNP156 SNP157 SNP158
     SNP159 SNP160 SNP161 SNP162 SNP163 SNP164 SNP165 SNP166 SNP167 SNP168
     SNP169 SNP170 SNP171 SNP172 SNP173 SNP174 SNP175 SNP176 SNP177 SNP178
     SNP179 SNP180 SNP181 SNP182 SNP183 SNP184 SNP185 SNP186 SNP187 SNP188
     SNP189 SNP190 SNP191 SNP192 SNP193 SNP194 SNP195 SNP196 SNP197 SNP198
     SNP199 SNP200 SNP201 SNP202 SNP203 SNP204 SNP205 SNP206 SNP207 SNP208
     SNP209 SNP210 SNP211 SNP212 SNP213 SNP214 SNP215 SNP216 SNP217 SNP218
     SNP219 SNP220 SNP221 SNP222 SNP223 SNP224 SNP225 SNP226 SNP227 SNP228
     SNP229 SNP230 SNP231 SNP232 SNP233 SNP234 SNP235 SNP236 SNP237 SNP238
     SNP239 SNP240 SNP241 SNP242 SNP243 SNP244 SNP245 SNP246 SNP247 SNP248
     SNP249 SNP250 SNP251 SNP252 SNP253 SNP254 SNP255 SNP256 SNP257 SNP258
     SNP259 SNP260 SNP261 SNP262 SNP263 SNP264 SNP265 SNP266 SNP267 SNP268
     SNP269 SNP270 SNP271 SNP272 SNP273 SNP274 SNP275 SNP276 SNP277 SNP278
     SNP279 SNP280 SNP281 SNP282 SNP283 SNP284 SNP285 SNP286 SNP287 SNP288
     SNP289 SNP290 SNP291 SNP292 SNP293 SNP294 SNP295 SNP296 SNP297 SNP298
     SNP299 SNP300 SNP301 SNP302 SNP303 SNP304 SNP305 SNP306 SNP307 SNP308
     SNP309 SNP310 SNP311 SNP312 SNP313 SNP314 SNP315 SNP316 SNP317 SNP318
     SNP319 SNP320 SNP321 SNP322 SNP323 SNP324 SNP325 SNP326 SNP327 SNP328
     SNP329 SNP330 SNP331 SNP332 SNP333 SNP334 SNP335 SNP336 SNP337 SNP338
     SNP339 SNP340 SNP341 SNP342 SNP343 SNP344 SNP345 SNP346 SNP347 SNP348
     SNP349 SNP350 SNP351 SNP352 SNP353 SNP354 SNP355 SNP356 SNP357 SNP358
     SNP359 SNP360 SNP361 SNP362 SNP363 SNP364 SNP365 SNP366 SNP367 SNP368
     SNP369 SNP370 SNP371 SNP372 SNP373 SNP374 SNP375 SNP376 SNP377 SNP378
     SNP379 SNP380 SNP381 SNP382 SNP383 SNP384 SNP385 SNP386 SNP387 SNP388
     SNP389 SNP390 SNP391 SNP392 SNP393 SNP394 SNP395 SNP396 SNP397 SNP398
     SNP399 SNP400 SNP401 SNP402 SNP403 SNP404 SNP405 SNP406 SNP407 SNP408
     SNP409 SNP410 SNP411 SNP412 SNP413 SNP414 SNP415 SNP416 SNP417 SNP418
     SNP419 SNP420 SNP421 SNP422 SNP423 SNP424 SNP425 SNP426 SNP427 SNP428
     SNP429 SNP430 SNP431 SNP432 SNP433 SNP434 SNP435 SNP436 SNP437 SNP438
     SNP439 SNP440 SNP441 SNP442 SNP443 SNP444 SNP445 SNP446 SNP447 SNP448
     SNP449 SNP450 SNP451 SNP452 SNP453 SNP454 SNP455 SNP456 SNP457 SNP458
     SNP459 SNP460 SNP461 SNP462 SNP463 SNP464 SNP465 SNP466 SNP467 SNP468
     SNP469 SNP470 SNP471 SNP472 SNP473 SNP474 SNP475 SNP476 SNP477 SNP478
     SNP479 SNP480 SNP481 SNP482 SNP483 SNP484 SNP485 SNP486 SNP487 SNP488
     SNP489 SNP490 SNP491 SNP492 SNP493 SNP494 SNP495 SNP496 SNP497 SNP498
     SNP499 SNP500 SNP501 SNP502 SNP503 SNP504 SNP505 SNP506 SNP507 SNP508
     SNP509 SNP510 SNP511 SNP512 SNP513 SNP514 SNP515 SNP516 SNP517 SNP518
     SNP519 SNP520 SNP521 SNP522 SNP523 SNP524 SNP525 SNP526 SNP527 SNP528
     SNP529 SNP530 SNP531 SNP532 SNP533 SNP534 SNP535 SNP536 SNP537 SNP538
     SNP539 SNP540 SNP541 SNP542 SNP543 SNP544 SNP545 SNP546 SNP547 SNP548
     SNP549 SNP550 SNP551 SNP552 SNP553 SNP554 SNP555 SNP556 SNP557 SNP558
     SNP559 SNP560 SNP561 SNP562 SNP563 SNP564 SNP565 SNP566 SNP567 SNP568
     SNP569 SNP570 SNP571 SNP572 SNP573 SNP574 SNP575 SNP576 SNP577 SNP578
     SNP579 SNP580 SNP581 SNP582 SNP583 SNP584 SNP585 SNP586 SNP587 SNP588
     SNP589 SNP590 SNP591 SNP592 SNP593 SNP594 SNP595 SNP596 SNP597 SNP598
     SNP599 SNP600 SNP601 SNP602 SNP603 SNP604 SNP605 SNP606 SNP607 SNP608
     SNP609 SNP610 SNP611 SNP612 SNP613 SNP614 SNP615 SNP616 SNP617 SNP618
     SNP619 SNP620 SNP621 SNP622 SNP623 SNP624 SNP625 SNP626 SNP627 SNP628
     SNP629 SNP630 SNP631 SNP632 SNP633 SNP634 SNP635 SNP636 SNP637 SNP638
     SNP639 SNP640 SNP641 SNP642 SNP643 SNP644 SNP645 SNP646 SNP647 SNP648
     SNP649 SNP650 SNP651 SNP652 SNP653 SNP654 SNP655 SNP656 SNP657 SNP658
     SNP659 SNP660 SNP661 SNP662 SNP663 SNP664 SNP665 SNP666 SNP667 SNP668
     SNP669 SNP670 SNP671 SNP672 SNP673 SNP674 SNP675 SNP676 SNP677 SNP678
     SNP679 SNP680 SNP681 SNP682 SNP683 SNP684 SNP685 SNP686 SNP687 SNP688
     SNP689 SNP690 SNP691 SNP692 SNP693 SNP694 SNP695 SNP696 SNP697 SNP698
     SNP699 SNP700 SNP701 SNP702 SNP703 SNP704 SNP705 SNP706 SNP707 SNP708
     SNP709 SNP710 SNP711 SNP712 SNP713 SNP714 SNP715 SNP716 SNP717 SNP718
     SNP719 SNP720 SNP721 SNP722 SNP723 SNP724 SNP725 SNP726 SNP727 SNP728
     SNP729 SNP730 SNP731 SNP732 SNP733 SNP734 SNP735 SNP736 SNP737 SNP738
     SNP739 SNP740 SNP741 SNP742 SNP743 SNP744 SNP745 SNP746 SNP747 SNP748
     SNP749 SNP750 SNP751 SNP752 SNP753 SNP754 SNP755 SNP756 SNP757 SNP758
     SNP759 SNP760 SNP761 SNP762 SNP763 SNP764 SNP765 SNP766 SNP767 SNP768
     SNP769 SNP770 SNP771 SNP772 SNP773 SNP774 SNP775 SNP776 SNP777 SNP778
     SNP779 SNP780 SNP781 SNP782 SNP783 SNP784 SNP785 SNP786 SNP787 SNP788
     SNP789 SNP790 SNP791 SNP792 SNP793 SNP794 SNP795 SNP796 SNP797 SNP798
     SNP799 SNP800 SNP801 SNP802 SNP803 SNP804 SNP805 SNP806 SNP807 SNP808
     SNP809 SNP810 SNP811 SNP812 SNP813 SNP814 SNP815 SNP816 SNP817 SNP818
     SNP819 SNP820 SNP821 SNP822 SNP823 SNP824 SNP825 SNP826 SNP827 SNP828
     SNP829 SNP830 SNP831 SNP832 SNP833 SNP834 SNP835 SNP836 SNP837 SNP838
     SNP839 SNP840 SNP841 SNP842 SNP843 SNP844 SNP845 SNP846 SNP847 SNP848
     SNP849 SNP850 SNP851 SNP852 SNP853 SNP854 SNP855 SNP856 SNP857 SNP858
     SNP859 SNP860 SNP861 SNP862 SNP863 SNP864 SNP865 SNP866 SNP867 SNP868
     SNP869 SNP870 SNP871 SNP872 SNP873 SNP874 SNP875 SNP876 SNP877 SNP878
     SNP879 SNP880 SNP881 SNP882 SNP883 SNP884 SNP885 SNP886 SNP887 SNP888
     SNP889 SNP890 SNP891 SNP892 SNP893 SNP894 SNP895 SNP896 SNP897 SNP898
     SNP899 SNP900 SNP901 SNP902 SNP903 SNP904 SNP905 SNP906 SNP907 SNP908
     SNP909 SNP910 SNP911 SNP912 SNP913 SNP914 SNP915 SNP916 SNP917 SNP918
     SNP919 SNP920 SNP921 SNP922 SNP923 SNP924 SNP925 SNP926 SNP927 SNP928
     SNP929 SNP930 SNP931 SNP932 SNP933 SNP934 SNP935 SNP936 SNP937 SNP938
     SNP939 SNP940 SNP941 SNP942 SNP943 SNP944 SNP945 SNP946 SNP947 SNP948
     SNP949 SNP950 SNP951 SNP952 SNP953 SNP954 SNP955 SNP956 SNP957 SNP958
     SNP959 SNP960 SNP961 SNP962 SNP963 SNP964 SNP965 SNP966 SNP967 SNP968
     SNP969 SNP970 SNP971 SNP972 SNP973 SNP974 SNP975 SNP976 SNP977 SNP978
     SNP979 SNP980 SNP981 SNP982 SNP983 SNP984 SNP985 SNP986 SNP987 SNP988
     SNP989 SNP990 SNP991 SNP992 SNP993 SNP994 SNP995 SNP996 SNP997 SNP998
     SNP999 SNP1000 SNP1001 SNP1002 SNP1003 SNP1004 SNP1005 SNP1006 SNP1007
     SNP1008 SNP1009 SNP1010 SNP1011 SNP1012 SNP1013 SNP1014 SNP1015 SNP1016
     SNP1017 SNP1018 SNP1019 SNP1020 SNP1021 SNP1022 SNP1023 SNP1024 SNP1025
     SNP1026 SNP1027 SNP1028 SNP1029 SNP1030 SNP1031 SNP1032 SNP1033 SNP1034
     SNP1035 SNP1036 SNP1037 SNP1038 SNP1039 SNP1040 SNP1041 SNP1042 SNP1043
     SNP1044 SNP1045 SNP1046 SNP1047 SNP1048 SNP1049 SNP1050 SNP1051 SNP1052
     SNP1053 SNP1054 SNP1055 SNP1056 SNP1057 SNP1058 SNP1059 SNP1060 SNP1061
     SNP1062 SNP1063 SNP1064 SNP1065 SNP1066 SNP1067 SNP1068 SNP1069 SNP1070
     SNP1071 SNP1072 SNP1073 SNP1074 SNP1075 SNP1076 SNP1077 SNP1078 SNP1079
     SNP1080 SNP1081 SNP1082 SNP1083 SNP1084 SNP1085 SNP1086 SNP1087 SNP1088
     SNP1089 SNP1090 SNP1091 SNP1092 SNP1093 SNP1094 SNP1095 SNP1096 SNP1097
     SNP1098 SNP1099 SNP1100 SNP1101 SNP1102 SNP1103 SNP1104 SNP1105 SNP1106
     SNP1107 SNP1108 SNP1109 SNP1110 SNP1111 SNP1112 SNP1113 SNP1114 SNP1115
     SNP1116 SNP1117 SNP1118 SNP1119 SNP1120 SNP1121 SNP1122 SNP1123 SNP1124
     SNP1125 SNP1126 SNP1127 SNP1128 SNP1129 SNP1130 SNP1131 SNP1132 SNP1133
     SNP1134 SNP1135 SNP1136 SNP1137 SNP1138 SNP1139 SNP1140 SNP1141 SNP1142
     SNP1143 SNP1144 SNP1145 SNP1146 SNP1147 SNP1148 SNP1149 SNP1150 SNP1151
     SNP1152 SNP1153 SNP1154 SNP1155 SNP1156 SNP1157 SNP1158 SNP1159 SNP1160
     SNP1161 SNP1162 SNP1163 SNP1164 SNP1165 SNP1166 SNP1167 SNP1168 SNP1169
     SNP1170 SNP1171 SNP1172 SNP1173 SNP1174 SNP1175 SNP1176 SNP1177 SNP1178
     SNP1179 SNP1180 SNP1181 SNP1182 SNP1183 SNP1184 SNP1185 SNP1186 SNP1187
     SNP1188 SNP1189 SNP1190 SNP1191 SNP1192 SNP1193 SNP1194 SNP1195 SNP1196
     SNP1197 SNP1198 SNP1199 SNP1200 SNP1201 SNP1202 SNP1203 SNP1204 SNP1205
     SNP1206 SNP1207 SNP1208 SNP1209 SNP1210 SNP1211 SNP1212 SNP1213 SNP1214
     SNP1215 SNP1216 SNP1217 SNP1218 SNP1219 SNP1220 SNP1221 SNP1222 SNP1223
     SNP1224 SNP1225 SNP1226 SNP1227 SNP1228 SNP1229 SNP1230 SNP1231 SNP1232
     SNP1233 SNP1234 SNP1235 SNP1236 SNP1237 SNP1238 SNP1239 SNP1240 SNP1241
     SNP1242 SNP1243 SNP1244 SNP1245 SNP1246 SNP1247 SNP1248 SNP1249 SNP1250
     SNP1251 SNP1252 SNP1253 SNP1254 SNP1255 SNP1256 SNP1257 SNP1258 SNP1259
     SNP1260 SNP1261 SNP1262 SNP1263 SNP1264 SNP1265 SNP1266 SNP1267 SNP1268
     SNP1269 SNP1270 SNP1271 SNP1272 SNP1273 SNP1274 SNP1275 SNP1276 SNP1277
     SNP1278 SNP1279 SNP1280 SNP1281 SNP1282 SNP1283 SNP1284 SNP1285 SNP1286
     SNP1287 SNP1288 SNP1289 SNP1290 SNP1291 SNP1292 SNP1293 SNP1294 SNP1295
     SNP1296 SNP1297 SNP1298 SNP1299 SNP1300 SNP1301 SNP1302 SNP1303 SNP1304
     SNP1305 SNP1306 SNP1307 SNP1308 SNP1309 SNP1310 SNP1311 SNP1312 SNP1313
     SNP1314 SNP1315 SNP1316 SNP1317 SNP1318 SNP1319 SNP1320 SNP1321 SNP1322
     SNP1323 SNP1324 SNP1325 SNP1326 SNP1327 SNP1328 SNP1329 SNP1330 SNP1331
     SNP1332 SNP1333 SNP1334 SNP1335 SNP1336 SNP1337 SNP1338 SNP1339 SNP1340
     SNP1341 SNP1342 SNP1343 SNP1344 SNP1345 SNP1346 SNP1347 SNP1348 SNP1349
     SNP1350 SNP1351 SNP1352 SNP1353 SNP1354 SNP1355 SNP1356 SNP1357 SNP1358
     SNP1359 SNP1360 SNP1361 SNP1362 SNP1363 SNP1364 SNP1365 SNP1366 SNP1367
     SNP1368 SNP1369 SNP1370 SNP1371 SNP1372 SNP1373 SNP1374 SNP1375 SNP1376
     SNP1377 SNP1378 SNP1379 SNP1380 SNP1381 SNP1382 SNP1383 SNP1384 SNP1385
     SNP1386 SNP1387 SNP1388 SNP1389 SNP1390 SNP1391 SNP1392 SNP1393 SNP1394
     SNP1395 SNP1396 SNP1397 SNP1398 SNP1399 SNP1400 SNP1401 SNP1402 SNP1403
     SNP1404 SNP1405 SNP1406 SNP1407 SNP1408 SNP1409 SNP1410 SNP1411 SNP1412
     SNP1413 SNP1414 SNP1415 SNP1416 SNP1417 SNP1418 SNP1419 SNP1420 SNP1421
     SNP1422 SNP1423 SNP1424 SNP1425 SNP1426 SNP1427 SNP1428 SNP1429 SNP1430
     SNP1431 SNP1432 SNP1433 SNP1434 SNP1435 SNP1436 SNP1437 SNP1438 SNP1439
     SNP1440 SNP1441 SNP1442 SNP1443 SNP1444 SNP1445 SNP1446 SNP1447 SNP1448
     SNP1449 SNP1450 SNP1451 SNP1452 SNP1453 SNP1454 SNP1455 SNP1456 SNP1457
     SNP1458 SNP1459 SNP1460 SNP1461 SNP1462 SNP1463 SNP1464 SNP1465 SNP1466
     SNP1467 SNP1468 SNP1469 SNP1470 SNP1471 SNP1472 SNP1473 SNP1474 SNP1475
     SNP1476 SNP1477 SNP1478 SNP1479 SNP1480 SNP1481 SNP1482 SNP1483 SNP1484
     SNP1485 SNP1486 SNP1487 SNP1488 SNP1489 SNP1490 SNP1491 SNP1492 SNP1493
     SNP1494 SNP1495 SNP1496 SNP1497 SNP1498 SNP1499 SNP1500 SNP1501 SNP1502
     SNP1503 SNP1504 SNP1505 SNP1506 SNP1507 SNP1508 SNP1509 SNP1510 SNP1511
     SNP1512 SNP1513 SNP1514 SNP1515 SNP1516 SNP1517 SNP1518 SNP1519 SNP1520
     SNP1521 SNP1522 SNP1523 SNP1524 SNP1525 SNP1526 SNP1527 SNP1528 SNP1529
     SNP1530 SNP1531 SNP1532 SNP1533 SNP1534 SNP1535 SNP1536 SNP1537 SNP1538
     SNP1539 SNP1540 SNP1541 SNP1542 SNP1543 SNP1544 SNP1545 SNP1546 SNP1547
     SNP1548 SNP1549 SNP1550 SNP1551 SNP1552 SNP1553 SNP1554 SNP1555 SNP1556
     SNP1557 SNP1558 SNP1559 SNP1560 SNP1561 SNP1562 SNP1563 SNP1564 SNP1565
     SNP1566 SNP1567 SNP1568 SNP1569 SNP1570 SNP1571 SNP1572 SNP1573 SNP1574
     SNP1575 SNP1576 SNP1577 SNP1578 SNP1579 SNP1580 SNP1581 SNP1582 SNP1583
     SNP1584 SNP1585 SNP1586 SNP1587 SNP1588 SNP1589 SNP1590 SNP1591 SNP1592
     SNP1593 SNP1594 SNP1595 SNP1596 SNP1597 SNP1598 SNP1599 SNP1600 SNP1601
     SNP1602 SNP1603 SNP1604 SNP1605 SNP1606 SNP1607 SNP1608 SNP1609 SNP1610
     SNP1611 SNP1612 SNP1613 SNP1614 SNP1615 SNP1616 SNP1617 SNP1618 SNP1619
     SNP1620 SNP1621 SNP1622 SNP1623 SNP1624 SNP1625 SNP1626 SNP1627 SNP1628
     SNP1629 SNP1630 SNP1631 SNP1632 SNP1633 SNP1634 SNP1635 SNP1636 SNP1637
     SNP1638 SNP1639 SNP1640 SNP1641 SNP1642 SNP1643 SNP1644 SNP1645 SNP1646
     SNP1647 SNP1648 SNP1649 SNP1650 SNP1651 SNP1652 SNP1653 SNP1654 SNP1655
     SNP1656 SNP1657 SNP1658 SNP1659 SNP1660 SNP1661 SNP1662 SNP1663 SNP1664
     SNP1665 SNP1666 SNP1667 SNP1668 SNP1669 SNP1670 SNP1671 SNP1672 SNP1673
     SNP1674 SNP1675 SNP1676 SNP1677 SNP1678 SNP1679 SNP1680 SNP1681 SNP1682
     SNP1683 SNP1684 SNP1685 SNP1686 SNP1687 SNP1688 SNP1689 SNP1690 SNP1691
     SNP1692 SNP1693 SNP1694 SNP1695 SNP1696 SNP1697 SNP1698 SNP1699 SNP1700
     SNP1701 SNP1702 SNP1703 SNP1704 SNP1705 SNP1706 SNP1707 SNP1708 SNP1709
     SNP1710 SNP1711 SNP1712 SNP1713 SNP1714 SNP1715 SNP1716 SNP1717 SNP1718
     SNP1719 SNP1720 SNP1721 SNP1722 SNP1723 SNP1724 SNP1725 SNP1726 SNP1727
     SNP1728 SNP1729 SNP1730 SNP1731 SNP1732 SNP1733 SNP1734 SNP1735 SNP1736
     SNP1737 SNP1738 SNP1739 SNP1740 SNP1741 SNP1742 SNP1743 SNP1744 SNP1745
     SNP1746 SNP1747 SNP1748 SNP1749 SNP1750 SNP1751 SNP1752 SNP1753 SNP1754
     SNP1755 SNP1756 SNP1757 SNP1758 SNP1759 SNP1760 SNP1761 SNP1762 SNP1763
     SNP1764 SNP1765 SNP1766 SNP1767 SNP1768 SNP1769 SNP1770 SNP1771 SNP1772
     SNP1773 SNP1774 SNP1775 SNP1776 SNP1777 SNP1778 SNP1779 SNP1780 SNP1781
     SNP1782 SNP1783 SNP1784 SNP1785 SNP1786 SNP1787 SNP1788 SNP1789 SNP1790
     SNP1791 SNP1792 SNP1793 SNP1794 SNP1795 SNP1796 SNP1797 SNP1798 SNP1799
     SNP1800 SNP1801 SNP1802 SNP1803 SNP1804 SNP1805 SNP1806 SNP1807 SNP1808
     SNP1809 SNP1810 SNP1811 SNP1812 SNP1813 SNP1814 SNP1815 SNP1816 SNP1817
     SNP1818 SNP1819 SNP1820 SNP1821 SNP1822 SNP1823 SNP1824 SNP1825 SNP1826
     SNP1827 SNP1828 SNP1829 SNP1830 SNP1831 SNP1832 SNP1833 SNP1834 SNP1835
     SNP1836 SNP1837 SNP1838 SNP1839 SNP1840 SNP1841 SNP1842 SNP1843 SNP1844
     SNP1845 SNP1846 SNP1847 SNP1848 SNP1849 SNP1850 SNP1851 SNP1852 SNP1853
     SNP1854 SNP1855 SNP1856 SNP1857 SNP1858 SNP1859 SNP1860 SNP1861 SNP1862
     SNP1863 SNP1864 SNP1865 SNP1866 SNP1867 SNP1868 SNP1869 SNP1870 SNP1871
     SNP1872 SNP1873 SNP1874 SNP1875 SNP1876 SNP1877 SNP1878 SNP1879 SNP1880
     SNP1881 SNP1882 SNP1883 SNP1884 SNP1885 SNP1886 SNP1887 SNP1888 SNP1889
     SNP1890 SNP1891 SNP1892 SNP1893 SNP1894 SNP1895 SNP1896 SNP1897 SNP1898
     SNP1899 SNP1900 SNP1901 SNP1902 SNP1903 SNP1904 SNP1905 SNP1906 SNP1907
     SNP1908 SNP1909 SNP1910 SNP1911 SNP1912 SNP1913 SNP1914 SNP1915 SNP1916
     SNP1917 SNP1918 SNP1919 SNP1920 SNP1921 SNP1922 SNP1923 SNP1924 SNP1925
     SNP1926 SNP1927 SNP1928 SNP1929 SNP1930 SNP1931 SNP1932 SNP1933 SNP1934
     SNP1935 SNP1936 SNP1937 SNP1938 SNP1939 SNP1940 SNP1941 SNP1942 SNP1943
     SNP1944 SNP1945 SNP1946 SNP1947 SNP1948 SNP1949 SNP1950 SNP1951 SNP1952
     SNP1953 SNP1954 SNP1955 SNP1956 SNP1957 SNP1958 SNP1959 SNP1960 SNP1961
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     SNP1971 SNP1972 SNP1973 SNP1974 SNP1975 SNP1976 SNP1977 SNP1978 SNP1979
     SNP1980 SNP1981 SNP1982 SNP1983 SNP1984 SNP1985 SNP1986 SNP1987 SNP1988
     SNP1989 SNP1990 SNP1991 SNP1992 SNP1993 SNP1994 SNP1995 SNP1996 SNP1997
     SNP1998 SNP1999 SNP2000 SNP2001 SNP2002 SNP2003 SNP2004 SNP2005 SNP2006
     SNP2007 SNP2008 SNP2009 SNP2010 SNP2011 SNP2012 SNP2013 SNP2014 SNP2015
     SNP2016 SNP2017 SNP2018 SNP2019 SNP2020 SNP2021 SNP2022 SNP2023 SNP2024
     SNP2025 SNP2026 SNP2027 SNP2028 SNP2029 SNP2030 SNP2031 SNP2032 SNP2033
     SNP2034 SNP2035 SNP2036 SNP2037 SNP2038 SNP2039 SNP2040 SNP2041 SNP2042
     SNP2043 SNP2044 SNP2045 SNP2046 SNP2047 SNP2048 SNP2049 SNP2050 SNP2051
     SNP2052 SNP2053 SNP2054 SNP2055 SNP2056 SNP2057 SNP2058 SNP2059 SNP2060
     SNP2061 SNP2062 SNP2063 SNP2064 SNP2065 SNP2066 SNP2067 SNP2068 SNP2069
     SNP2070 SNP2071 SNP2072 SNP2073 SNP2074 SNP2075 SNP2076 SNP2077 SNP2078
     SNP2079 SNP2080 SNP2081 SNP2082 SNP2083 SNP2084 SNP2085 SNP2086 SNP2087
     SNP2088 SNP2089 SNP2090 SNP2091 SNP2092 SNP2093 SNP2094 SNP2095 SNP2096
     SNP2097 SNP2098 SNP2099 SNP2100 SNP2101 SNP2102 SNP2103 SNP2104 SNP2105
     SNP2106 SNP2107 SNP2108 SNP2109 SNP2110 SNP2111 SNP2112 SNP2113 SNP2114
     SNP2115 SNP2116 SNP2117 SNP2118 SNP2119 SNP2120 SNP2121 SNP2122 SNP2123
     SNP2124 SNP2125 SNP2126 SNP2127 SNP2128 SNP2129 SNP2130 SNP2131 SNP2132
     SNP2133 SNP2134 SNP2135 SNP2136 SNP2137 SNP2138 SNP2139 SNP2140 SNP2141
     SNP2142 SNP2143 SNP2144 SNP2145 SNP2146 SNP2147 SNP2148 SNP2149 SNP2150
     SNP2151 SNP2152 SNP2153 SNP2154 SNP2155 SNP2156 SNP2157 SNP2158 SNP2159
     SNP2160 SNP2161 SNP2162 SNP2163 SNP2164 SNP2165 SNP2166 SNP2167 SNP2168
     SNP2169 SNP2170 SNP2171 SNP2172 SNP2173 SNP2174 SNP2175 SNP2176 SNP2177
     SNP2178 SNP2179 SNP2180 SNP2181 SNP2182 SNP2183 SNP2184 SNP2185 SNP2186
     SNP2187 SNP2188 SNP2189 SNP2190 SNP2191 SNP2192 SNP2193 SNP2194 SNP2195
     SNP2196 SNP2197 SNP2198 SNP2199 SNP2200 SNP2201 SNP2202 SNP2203 SNP2204
     SNP2205 SNP2206 SNP2207 SNP2208 SNP2209 SNP2210 SNP2211 SNP2212 SNP2213
     SNP2214 SNP2215 SNP2216 SNP2217 SNP2218 SNP2219 SNP2220 SNP2221 SNP2222
     SNP2223 SNP2224 SNP2225 SNP2226 SNP2227 SNP2228 SNP2229 SNP2230 SNP2231
     SNP2232 SNP2233 SNP2234 SNP2235 SNP2236 SNP2237 SNP2238 SNP2239 SNP2240
     SNP2241 SNP2242 SNP2243 SNP2244 SNP2245 SNP2246 SNP2247 SNP2248 SNP2249
     SNP2250 SNP2251 SNP2252 SNP2253 SNP2254 SNP2255 SNP2256 SNP2257 SNP2258
     SNP2259 SNP2260 SNP2261 SNP2262 SNP2263 SNP2264 SNP2265 SNP2266 SNP2267
     SNP2268 SNP2269 SNP2270 SNP2271 SNP2272 SNP2273 SNP2274 SNP2275 SNP2276
     SNP2277 SNP2278 SNP2279 SNP2280 SNP2281 SNP2282 SNP2283 SNP2284 SNP2285
     SNP2286 SNP2287 SNP2288 SNP2289 SNP2290 SNP2291 SNP2292 SNP2293 SNP2294
     SNP2295 SNP2296 SNP2297 SNP2298 SNP2299 SNP2300 SNP2301 SNP2302 SNP2303
     SNP2304 SNP2305 SNP2306 SNP2307 SNP2308 SNP2309 SNP2310 SNP2311 SNP2312
     SNP2313 SNP2314 SNP2315 SNP2316 SNP2317 SNP2318 SNP2319 SNP2320 SNP2321
     SNP2322 SNP2323 SNP2324 SNP2325 SNP2326 SNP2327 SNP2328 SNP2329 SNP2330
     SNP2331 SNP2332 SNP2333 SNP2334 SNP2335 SNP2336 SNP2337 SNP2338 SNP2339
     SNP2340 SNP2341 SNP2342 SNP2343 SNP2344 SNP2345 SNP2346 SNP2347 SNP2348
     SNP2349 SNP2350 SNP2351 SNP2352 SNP2353 SNP2354 SNP2355 SNP2356 SNP2357
     SNP2358 SNP2359 SNP2360 SNP2361 SNP2362 SNP2363 SNP2364 SNP2365 SNP2366
     SNP2367 SNP2368 SNP2369 SNP2370 SNP2371 SNP2372 SNP2373 SNP2374 SNP2375
     SNP2376 SNP2377 SNP2378 SNP2379 SNP2380 SNP2381 SNP2382 SNP2383 SNP2384
     SNP2385 SNP2386 SNP2387 SNP2388 SNP2389 SNP2390 SNP2391 SNP2392 SNP2393
     SNP2394 SNP2395 SNP2396 SNP2397 SNP2398 SNP2399 SNP2400 SNP2401 SNP2402
     SNP2403 SNP2404 SNP2405 SNP2406 SNP2407 SNP2408 SNP2409 SNP2410 SNP2411
     SNP2412 SNP2413 SNP2414 SNP2415 SNP2416 SNP2417 SNP2418 SNP2419 SNP2420
     SNP2421 SNP2422 SNP2423 SNP2424 SNP2425 SNP2426 SNP2427 SNP2428 SNP2429
     SNP2430 SNP2431 SNP2432 SNP2433 SNP2434 SNP2435 SNP2436 SNP2437 SNP2438
     SNP2439 SNP2440 SNP2441 SNP2442 SNP2443 SNP2444 SNP2445 SNP2446 SNP2447
     SNP2448 SNP2449 SNP2450 SNP2451 SNP2452 SNP2453 SNP2454 SNP2455 SNP2456
     SNP2457 SNP2458 SNP2459 SNP2460 SNP2461 SNP2462 SNP2463 SNP2464 SNP2465
     SNP2466 SNP2467 SNP2468 SNP2469 SNP2470 SNP2471 SNP2472 SNP2473 SNP2474
     SNP2475 SNP2476 SNP2477 SNP2478 SNP2479 SNP2480 SNP2481 SNP2482 SNP2483
     SNP2484 SNP2485 SNP2486 SNP2487 SNP2488 SNP2489 SNP2490 SNP2491 SNP2492
     SNP2493 SNP2494 SNP2495 SNP2496 SNP2497 SNP2498 SNP2499 SNP2500 SNP2501
     SNP2502 SNP2503 SNP2504 SNP2505 SNP2506 SNP2507 SNP2508 SNP2509 SNP2510
     SNP2511 SNP2512 SNP2513 SNP2514 SNP2515 SNP2516 SNP2517 SNP2518 SNP2519
     SNP2520 SNP2521 SNP2522 SNP2523 SNP2524 SNP2525 SNP2526 SNP2527 SNP2528
     SNP2529 SNP2530 SNP2531 SNP2532 SNP2533 SNP2534 SNP2535 SNP2536 SNP2537
     SNP2538 SNP2539 SNP2540 SNP2541 SNP2542 SNP2543 SNP2544 SNP2545 SNP2546
     SNP2547 SNP2548 SNP2549 SNP2550 SNP2551 SNP2552 SNP2553 SNP2554 SNP2555
     SNP2556 SNP2557 SNP2558 SNP2559 SNP2560 SNP2561 SNP2562 SNP2563 SNP2564
     SNP2565 SNP2566 SNP2567 SNP2568 SNP2569 SNP2570 SNP2571 SNP2572 SNP2573
     SNP2574 SNP2575 SNP2576 SNP2577 SNP2578 SNP2579 SNP2580 SNP2581 SNP2582
     SNP2583 SNP2584 SNP2585 SNP2586 SNP2587 SNP2588 SNP2589 SNP2590 SNP2591
     SNP2592 SNP2593 SNP2594 SNP2595 SNP2596 SNP2597 SNP2598 SNP2599 SNP2600
     SNP2601 SNP2602 SNP2603 SNP2604 SNP2605 SNP2606 SNP2607 SNP2608 SNP2609
     SNP2610 SNP2611 SNP2612 SNP2613 SNP2614 SNP2615 SNP2616 SNP2617 SNP2618
     SNP2619 SNP2620 SNP2621 SNP2622 SNP2623 SNP2624 SNP2625 SNP2626 SNP2627
     SNP2628 SNP2629 SNP2630 SNP2631 SNP2632 SNP2633 SNP2634 SNP2635 SNP2636
     SNP2637 SNP2638 SNP2639 SNP2640 SNP2641 SNP2642 SNP2643 SNP2644 SNP2645
     SNP2646 SNP2647 SNP2648 SNP2649 SNP2650 SNP2651 SNP2652 SNP2653 SNP2654
     SNP2655 SNP2656 SNP2657 SNP2658 SNP2659 SNP2660 SNP2661 SNP2662 SNP2663
     SNP2664 SNP2665 SNP2666 SNP2667 SNP2668 SNP2669 SNP2670 SNP2671 SNP2672
     SNP2673 SNP2674 SNP2675 SNP2676 SNP2677 SNP2678 SNP2679 SNP2680 SNP2681
     SNP2682 SNP2683 SNP2684 SNP2685 SNP2686 SNP2687 SNP2688 SNP2689 SNP2690
     SNP2691 SNP2692 SNP2693 SNP2694 SNP2695 SNP2696 SNP2697 SNP2698 SNP2699
     SNP2700 SNP2701 SNP2702 SNP2703 SNP2704 SNP2705 SNP2706 SNP2707 SNP2708
     SNP2709 SNP2710 SNP2711 SNP2712 SNP2713 SNP2714 SNP2715 SNP2716 SNP2717
     SNP2718 SNP2719 SNP2720 SNP2721 SNP2722 SNP2723 SNP2724 SNP2725 SNP2726
     SNP2727 SNP2728 SNP2729 SNP2730 SNP2731 SNP2732 SNP2733 SNP2734 SNP2735
     SNP2736 SNP2737 SNP2738 SNP2739 SNP2740 SNP2741 SNP2742 SNP2743 SNP2744
     SNP2745 SNP2746 SNP2747 SNP2748 SNP2749 SNP2750 SNP2751 SNP2752 SNP2753
     SNP2754 SNP2755 SNP2756 SNP2757 SNP2758 SNP2759 SNP2760 SNP2761 SNP2762
     SNP2763 SNP2764 SNP2765 SNP2766 SNP2767 SNP2768 SNP2769 SNP2770 SNP2771
     SNP2772 SNP2773 SNP2774 SNP2775 SNP2776 SNP2777 SNP2778 SNP2779 SNP2780
     SNP2781 SNP2782 SNP2783 SNP2784 SNP2785 SNP2786 SNP2787 SNP2788 SNP2789
     SNP2790 SNP2791 SNP2792 SNP2793 SNP2794 SNP2795 SNP2796 SNP2797 SNP2798
     SNP2799 SNP2800 SNP2801 SNP2802 SNP2803 SNP2804 SNP2805 SNP2806 SNP2807
     SNP2808 SNP2809 SNP2810 SNP2811 SNP2812 SNP2813 SNP2814 SNP2815 SNP2816
     SNP2817 SNP2818 SNP2819 SNP2820 SNP2821 SNP2822 SNP2823 SNP2824 SNP2825
     SNP2826 SNP2827 SNP2828 SNP2829 SNP2830 SNP2831 SNP2832 SNP2833 SNP2834
     SNP2835 SNP2836 SNP2837 SNP2838 SNP2839 SNP2840 SNP2841 SNP2842 SNP2843
     SNP2844 SNP2845 SNP2846 SNP2847 SNP2848 SNP2849 SNP2850 SNP2851 SNP2852
     SNP2853 SNP2854 SNP2855 SNP2856 SNP2857 SNP2858 SNP2859 SNP2860 SNP2861
     SNP2862 SNP2863 SNP2864 SNP2865 SNP2866 SNP2867 SNP2868 SNP2869 SNP2870
     SNP2871 SNP2872 SNP2873 SNP2874 SNP2875 SNP2876 SNP2877 SNP2878 SNP2879
     SNP2880 SNP2881 SNP2882 SNP2883 SNP2884 SNP2885 SNP2886 SNP2887 SNP2888
     SNP2889 SNP2890 SNP2891 SNP2892 SNP2893 SNP2894 SNP2895 SNP2896 SNP2897
     SNP2898 SNP2899 SNP2900 SNP2901 SNP2902 SNP2903 SNP2904 SNP2905 SNP2906
     SNP2907 SNP2908 SNP2909 SNP2910 SNP2911 SNP2912 SNP2913 SNP2914 SNP2915
     SNP2916 SNP2917 SNP2918 SNP2919 SNP2920 SNP2921 SNP2922 SNP2923 SNP2924
     SNP2925 SNP2926 SNP2927 SNP2928 SNP2929 SNP2930 SNP2931 SNP2932 SNP2933
     SNP2934 SNP2935 SNP2936 SNP2937 SNP2938 SNP2939 SNP2940 SNP2941 SNP2942
     SNP2943 SNP2944 SNP2945 SNP2946 SNP2947 SNP2948 SNP2949 SNP2950 SNP2951
     SNP2952 SNP2953 SNP2954 SNP2955 SNP2956 SNP2957 SNP2958 SNP2959 SNP2960
     SNP2961 SNP2962 SNP2963 SNP2964 SNP2965 SNP2966 SNP2967 SNP2968 SNP2969
     SNP2970 SNP2971 SNP2972 SNP2973 SNP2974 SNP2975 SNP2976 SNP2977 SNP2978
     SNP2979 SNP2980 SNP2981 SNP2982 SNP2983 SNP2984 SNP2985 SNP2986 SNP2987
     SNP2988 SNP2989 SNP2990 SNP2991 SNP2992 SNP2993 SNP2994 SNP2995 SNP2996
     SNP2997 SNP2998 SNP2999 SNP3000 SNP3001 SNP3002 SNP3003 SNP3004 SNP3005
     SNP3006 SNP3007 SNP3008 SNP3009 SNP3010 SNP3011 SNP3012 SNP3013 SNP3014
     SNP3015 SNP3016 SNP3017 SNP3018 SNP3019 SNP3020 SNP3021 SNP3022 SNP3023
     SNP3024 SNP3025 SNP3026 SNP3027 SNP3028 SNP3029 SNP3030 SNP3031 SNP3032
     SNP3033 SNP3034 SNP3035 SNP3036 SNP3037 SNP3038 SNP3039 SNP3040 SNP3041
     SNP3042 SNP3043 SNP3044 SNP3045 SNP3046 SNP3047 SNP3048 SNP3049 SNP3050
     SNP3051 SNP3052 SNP3053 SNP3054 SNP3055 SNP3056 SNP3057 SNP3058 SNP3059
     SNP3060 SNP3061 SNP3062 SNP3063 SNP3064 SNP3065 SNP3066 SNP3067 SNP3068
     SNP3069 SNP3070 SNP3071 SNP3072 SNP3073 SNP3074 SNP3075 SNP3076 SNP3077
     SNP3078 SNP3079 SNP3080 SNP3081 SNP3082 SNP3083 SNP3084 SNP3085 SNP3086
     SNP3087 SNP3088 SNP3089 SNP3090 SNP3091 SNP3092 SNP3093 SNP3094 SNP3095
     SNP3096 SNP3097 SNP3098 SNP3099 SNP3100 SNP3101 SNP3102 SNP3103 SNP3104
     SNP3105 SNP3106 SNP3107 SNP3108 SNP3109 SNP3110 SNP3111 SNP3112 SNP3113
     SNP3114 SNP3115 SNP3116 SNP3117 SNP3118 SNP3119 SNP3120 SNP3121 SNP3122
     SNP3123 SNP3124 SNP3125 SNP3126 SNP3127 SNP3128 SNP3129 SNP3130 SNP3131
     SNP3132 SNP3133 SNP3134 SNP3135 SNP3136 SNP3137 SNP3138 SNP3139 SNP3140
     SNP3141 SNP3142 SNP3143 SNP3144 SNP3145 SNP3146 SNP3147 SNP3148 SNP3149
     SNP3150 SNP3151 SNP3152 SNP3153 SNP3154 SNP3155 SNP3156 SNP3157 SNP3158
     SNP3159 SNP3160 SNP3161 SNP3162 SNP3163 SNP3164 SNP3165 SNP3166 SNP3167
     SNP3168 SNP3169 SNP3170 SNP3171 SNP3172 SNP3173 SNP3174 SNP3175 SNP3176
     SNP3177 SNP3178 SNP3179 SNP3180 SNP3181 SNP3182 SNP3183 SNP3184 SNP3185
     SNP3186 SNP3187 SNP3188 SNP3189 SNP3190 SNP3191 SNP3192 SNP3193 SNP3194
     SNP3195 SNP3196 SNP3197 SNP3198 SNP3199 SNP3200 SNP3201 SNP3202 SNP3203
     SNP3204 SNP3205 SNP3206 SNP3207 SNP3208 SNP3209 SNP3210 SNP3211 SNP3212
     SNP3213 SNP3214 SNP3215 SNP3216 SNP3217 SNP3218 SNP3219 SNP3220 SNP3221
     SNP3222 SNP3223 SNP3224 SNP3225 SNP3226 SNP3227 SNP3228 SNP3229 SNP3230
     SNP3231 SNP3232 SNP3233 SNP3234 SNP3235 SNP3236 SNP3237 SNP3238 SNP3239
     SNP3240 SNP3241 SNP3242 SNP3243 SNP3244 SNP3245 SNP3246 SNP3247 SNP3248
     SNP3249 SNP3250 SNP3251 SNP3252 SNP3253 SNP3254 SNP3255 SNP3256 SNP3257
     SNP3258 SNP3259 SNP3260 SNP3261 SNP3262 SNP3263 SNP3264 SNP3265 SNP3266
     SNP3267 SNP3268 SNP3269 SNP3270 SNP3271 SNP3272 SNP3273 SNP3274 SNP3275
     SNP3276 SNP3277 SNP3278 SNP3279 SNP3280 SNP3281 SNP3282 SNP3283 SNP3284
     SNP3285 SNP3286 SNP3287 SNP3288 SNP3289 SNP3290 SNP3291 SNP3292 SNP3293
     SNP3294 SNP3295 SNP3296 SNP3297 SNP3298 SNP3299 SNP3300 SNP3301 SNP3302
     SNP3303 SNP3304 SNP3305 SNP3306 SNP3307 SNP3308 SNP3309 SNP3310 SNP3311
     SNP3312 SNP3313 SNP3314 SNP3315 SNP3316 SNP3317 SNP3318 SNP3319 SNP3320
     SNP3321 SNP3322 SNP3323 SNP3324 SNP3325 SNP3326 SNP3327 SNP3328 SNP3329
     SNP3330 SNP3331 SNP3332 SNP3333 SNP3334 SNP3335 SNP3336 SNP3337 SNP3338
     SNP3339 SNP3340 SNP3341 SNP3342 SNP3343 SNP3344 SNP3345 SNP3346 SNP3347
     SNP3348 SNP3349 SNP3350 SNP3351 SNP3352 SNP3353 SNP3354 SNP3355 SNP3356
     SNP3357 SNP3358 SNP3359 SNP3360 SNP3361 SNP3362 SNP3363 SNP3364 SNP3365
     SNP3366 SNP3367 SNP3368 SNP3369 SNP3370 SNP3371 SNP3372 SNP3373 SNP3374
     SNP3375 SNP3376 SNP3377 SNP3378 SNP3379 SNP3380 SNP3381 SNP3382 SNP3383
     SNP3384 SNP3385 SNP3386 SNP3387 SNP3388 SNP3389 SNP3390 SNP3391 SNP3392
     SNP3393 SNP3394 SNP3395 SNP3396 SNP3397 SNP3398 SNP3399 SNP3400 SNP3401
     SNP3402 SNP3403 SNP3404 SNP3405 SNP3406 SNP3407 SNP3408 SNP3409 SNP3410
     SNP3411 SNP3412 SNP3413 SNP3414 SNP3415 SNP3416 SNP3417 SNP3418 SNP3419
     SNP3420 SNP3421 SNP3422 SNP3423 SNP3424 SNP3425 SNP3426 SNP3427 SNP3428
     SNP3429 SNP3430 SNP3431 SNP3432 SNP3433 SNP3434 SNP3435 SNP3436 SNP3437
     SNP3438 SNP3439 SNP3440 SNP3441 SNP3442 SNP3443 SNP3444 SNP3445 SNP3446
     SNP3447 SNP3448 SNP3449 SNP3450 SNP3451 SNP3452 SNP3453 SNP3454 SNP3455
     SNP3456 SNP3457 SNP3458 SNP3459 SNP3460 SNP3461 SNP3462 SNP3463 SNP3464
     SNP3465 SNP3466 SNP3467 SNP3468 SNP3469 SNP3470 SNP3471 SNP3472 SNP3473
     SNP3474 SNP3475 SNP3476 SNP3477 SNP3478 SNP3479 SNP3480 SNP3481 SNP3482
     SNP3483 SNP3484 SNP3485 SNP3486 SNP3487 SNP3488 SNP3489 SNP3490 SNP3491
     SNP3492 SNP3493 SNP3494 SNP3495 SNP3496 SNP3497 SNP3498 SNP3499 SNP3500
     SNP3501 SNP3502 SNP3503 SNP3504 SNP3505 SNP3506 SNP3507 SNP3508 SNP3509
     SNP3510 SNP3511 SNP3512 SNP3513 SNP3514 SNP3515 SNP3516 SNP3517 SNP3518
     SNP3519 SNP3520 SNP3521 SNP3522 SNP3523 SNP3524 SNP3525 SNP3526 SNP3527
     SNP3528 SNP3529 SNP3530 SNP3531 SNP3532 SNP3533 SNP3534 SNP3535 SNP3536
     SNP3537 SNP3538 SNP3539 SNP3540 SNP3541 SNP3542 SNP3543 SNP3544 SNP3545
     SNP3546 SNP3547 SNP3548 SNP3549 SNP3550 SNP3551 SNP3552 SNP3553 SNP3554
     SNP3555 SNP3556 SNP3557 SNP3558 SNP3559 SNP3560 SNP3561 SNP3562 SNP3563
     SNP3564 SNP3565 SNP3566 SNP3567 SNP3568 SNP3569 SNP3570 SNP3571 SNP3572
     SNP3573 SNP3574 SNP3575 SNP3576 SNP3577 SNP3578 SNP3579 SNP3580 SNP3581
     SNP3582 SNP3583 SNP3584 SNP3585 SNP3586 SNP3587 SNP3588 SNP3589 SNP3590
     SNP3591 SNP3592 SNP3593 SNP3594 SNP3595 SNP3596 SNP3597 SNP3598 SNP3599
     SNP3600 SNP3601 SNP3602 SNP3603 SNP3604 SNP3605 SNP3606 SNP3607 SNP3608
     SNP3609 SNP3610 SNP3611 SNP3612 SNP3613 SNP3614 SNP3615 SNP3616 SNP3617
     SNP3618 SNP3619 SNP3620 SNP3621 SNP3622 SNP3623 SNP3624 SNP3625 SNP3626
     SNP3627 SNP3628 SNP3629 SNP3630 SNP3631 SNP3632 SNP3633 SNP3634 SNP3635
     SNP3636 SNP3637 SNP3638 SNP3639 SNP3640 SNP3641 SNP3642 SNP3643 SNP3644
     SNP3645 SNP3646 SNP3647 SNP3648 SNP3649 SNP3650 SNP3651 SNP3652 SNP3653
     SNP3654 SNP3655 SNP3656 SNP3657 SNP3658 SNP3659 SNP3660 SNP3661 SNP3662
     SNP3663 SNP3664 SNP3665 SNP3666 SNP3667 SNP3668 SNP3669 SNP3670 SNP3671
     SNP3672 SNP3673 SNP3674 SNP3675 SNP3676 SNP3677 SNP3678 SNP3679 SNP3680
     SNP3681 SNP3682 SNP3683 SNP3684 SNP3685 SNP3686 SNP3687 SNP3688 SNP3689
     SNP3690 SNP3691 SNP3692 SNP3693 SNP3694 SNP3695 SNP3696 SNP3697 SNP3698
     SNP3699 SNP3700 SNP3701 SNP3702 SNP3703 SNP3704 SNP3705 SNP3706 SNP3707
     SNP3708 SNP3709 SNP3710 SNP3711 SNP3712 SNP3713 SNP3714 SNP3715 SNP3716
     SNP3717 SNP3718 SNP3719 SNP3720 SNP3721 SNP3722 SNP3723 SNP3724 SNP3725
     SNP3726 SNP3727 SNP3728 SNP3729 SNP3730 SNP3731 SNP3732 SNP3733 SNP3734
     SNP3735 SNP3736 SNP3737 SNP3738 SNP3739 SNP3740 SNP3741 SNP3742 SNP3743
     SNP3744 SNP3745 SNP3746 SNP3747 SNP3748 SNP3749 SNP3750 SNP3751 SNP3752
     SNP3753 SNP3754 SNP3755 SNP3756 SNP3757 SNP3758 SNP3759 SNP3760 SNP3761
     SNP3762 SNP3763 SNP3764 SNP3765 SNP3766 SNP3767 SNP3768 SNP3769 SNP3770
     SNP3771 SNP3772 SNP3773 SNP3774 SNP3775 SNP3776 SNP3777 SNP3778 SNP3779
     SNP3780 SNP3781 SNP3782 SNP3783 SNP3784 SNP3785 SNP3786 SNP3787 SNP3788
     SNP3789 SNP3790 SNP3791 SNP3792 SNP3793 SNP3794 SNP3795 SNP3796 SNP3797
     SNP3798 SNP3799 SNP3800 SNP3801 SNP3802 SNP3803 SNP3804 SNP3805 SNP3806
     SNP3807 SNP3808 SNP3809 SNP3810 SNP3811 SNP3812 SNP3813 SNP3814 SNP3815
     SNP3816 SNP3817 SNP3818 SNP3819 SNP3820 SNP3821 SNP3822 SNP3823 SNP3824
     SNP3825 SNP3826 SNP3827 SNP3828 SNP3829 SNP3830 SNP3831 SNP3832 SNP3833
     SNP3834 SNP3835 SNP3836 SNP3837 SNP3838 SNP3839 SNP3840 SNP3841 SNP3842
     SNP3843 SNP3844 SNP3845 SNP3846 SNP3847 SNP3848 SNP3849 SNP3850 SNP3851
     SNP3852 SNP3853 SNP3854 SNP3855 SNP3856 SNP3857 SNP3858 SNP3859 SNP3860
     SNP3861 SNP3862 SNP3863 SNP3864 SNP3865 SNP3866 SNP3867 SNP3868 SNP3869
     SNP3870 SNP3871 SNP3872 SNP3873 SNP3874 SNP3875 SNP3876 SNP3877 SNP3878
     SNP3879 SNP3880 SNP3881 SNP3882 SNP3883 SNP3884 SNP3885 SNP3886 SNP3887
     SNP3888 SNP3889 SNP3890 SNP3891 SNP3892 SNP3893 SNP3894 SNP3895 SNP3896
     SNP3897 SNP3898 SNP3899 SNP3900 SNP3901 SNP3902 SNP3903 SNP3904 SNP3905
     SNP3906 SNP3907 SNP3908 SNP3909 SNP3910 SNP3911 SNP3912 SNP3913 SNP3914
     SNP3915 SNP3916 SNP3917 SNP3918 SNP3919 SNP3920 SNP3921 SNP3922 SNP3923
     SNP3924 SNP3925 SNP3926 SNP3927 SNP3928 SNP3929 SNP3930 SNP3931 SNP3932
     SNP3933 SNP3934 SNP3935 SNP3936 SNP3937 SNP3938 SNP3939 SNP3940 SNP3941
     SNP3942 SNP3943 SNP3944 SNP3945 SNP3946 SNP3947 SNP3948 SNP3949 SNP3950
     SNP3951 SNP3952 SNP3953 SNP3954 SNP3955 SNP3956 SNP3957 SNP3958 SNP3959
     SNP3960 SNP3961 SNP3962 SNP3963 SNP3964 SNP3965 SNP3966 SNP3967 SNP3968
     SNP3969 SNP3970 SNP3971 SNP3972 SNP3973 SNP3974 SNP3975 SNP3976 SNP3977
     SNP3978 SNP3979 SNP3980 SNP3981 SNP3982 SNP3983 SNP3984 SNP3985 SNP3986
     SNP3987 SNP3988 SNP3989 SNP3990 SNP3991 SNP3992 SNP3993 SNP3994 SNP3995
     SNP3996 SNP3997 SNP3998 SNP3999 SNP4000 SNP4001 SNP4002 SNP4003 SNP4004
     SNP4005 SNP4006 SNP4007 SNP4008 SNP4009 SNP4010 SNP4011 SNP4012 SNP4013
     SNP4014 SNP4015 SNP4016 SNP4017 SNP4018 SNP4019 SNP4020 SNP4021 SNP4022
     SNP4023 SNP4024 SNP4025 SNP4026 SNP4027 SNP4028 SNP4029 SNP4030 SNP4031
     SNP4032 SNP4033 SNP4034 SNP4035 SNP4036 SNP4037 SNP4038 SNP4039 SNP4040
     SNP4041 SNP4042 SNP4043 SNP4044 SNP4045 SNP4046 SNP4047 SNP4048 SNP4049
     SNP4050 SNP4051 SNP4052 SNP4053 SNP4054 SNP4055 SNP4056 SNP4057 SNP4058
     SNP4059 SNP4060 SNP4061 SNP4062 SNP4063 SNP4064 SNP4065 SNP4066 SNP4067
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     SNP4077 SNP4078 SNP4079 SNP4080 SNP4081 SNP4082 SNP4083 SNP4084 SNP4085
     SNP4086 SNP4087 SNP4088 SNP4089 SNP4090 SNP4091 SNP4092 SNP4093 SNP4094
     SNP4095 SNP4096 SNP4097 SNP4098 SNP4099 SNP4100 SNP4101 SNP4102 SNP4103
     SNP4104 SNP4105 SNP4106 SNP4107 SNP4108 SNP4109 SNP4110 SNP4111 SNP4112
     SNP4113 SNP4114 SNP4115 SNP4116 SNP4117 SNP4118 SNP4119 SNP4120 SNP4121
     SNP4122 SNP4123 SNP4124 SNP4125 SNP4126 SNP4127 SNP4128 SNP4129 SNP4130
     SNP4131 SNP4132 SNP4133 SNP4134 SNP4135 SNP4136 SNP4137 SNP4138 SNP4139
     SNP4140 SNP4141 SNP4142 SNP4143 SNP4144 SNP4145 SNP4146 SNP4147 SNP4148
     SNP4149 SNP4150 SNP4151 SNP4152 SNP4153 SNP4154 SNP4155 SNP4156 SNP4157
     SNP4158 SNP4159 SNP4160 SNP4161 SNP4162 SNP4163 SNP4164 SNP4165 SNP4166
     SNP4167 SNP4168 SNP4169 SNP4170 SNP4171 SNP4172 SNP4173 SNP4174 SNP4175
     SNP4176 SNP4177 SNP4178 SNP4179 SNP4180 SNP4181 SNP4182 SNP4183 SNP4184
     SNP4185 SNP4186 SNP4187 SNP4188 SNP4189 SNP4190 SNP4191 SNP4192 SNP4193
     SNP4194 SNP4195 SNP4196 SNP4197 SNP4198 SNP4199 SNP4200 SNP4201 SNP4202
     SNP4203 SNP4204 SNP4205 SNP4206 SNP4207 SNP4208 SNP4209 SNP4210 SNP4211
     SNP4212 SNP4213 SNP4214 SNP4215 SNP4216 SNP4217 SNP4218 SNP4219 SNP4220
     SNP4221 SNP4222 SNP4223 SNP4224 SNP4225 SNP4226 SNP4227 SNP4228 SNP4229
     SNP4230 SNP4231 SNP4232 SNP4233 SNP4234 SNP4235 SNP4236 SNP4237 SNP4238
     SNP4239 SNP4240 SNP4241 SNP4242 SNP4243 SNP4244 SNP4245 SNP4246 SNP4247
     SNP4248 SNP4249 SNP4250 SNP4251 SNP4252 SNP4253 SNP4254 SNP4255 SNP4256
     SNP4257 SNP4258 SNP4259 SNP4260 SNP4261 SNP4262 SNP4263 SNP4264 SNP4265
     SNP4266 SNP4267 SNP4268 SNP4269 SNP4270 SNP4271 SNP4272 SNP4273 SNP4274
     SNP4275 SNP4276 SNP4277 SNP4278 SNP4279 SNP4280 SNP4281 SNP4282 SNP4283
     SNP4284 SNP4285 SNP4286 SNP4287 SNP4288 SNP4289 SNP4290 SNP4291 SNP4292
     SNP4293 SNP4294 SNP4295 SNP4296 SNP4297 SNP4298 SNP4299 SNP4300 SNP4301
     SNP4302 SNP4303 SNP4304 SNP4305 SNP4306 SNP4307 SNP4308 SNP4309 SNP4310
     SNP4311 SNP4312 SNP4313 SNP4314 SNP4315 SNP4316 SNP4317 SNP4318 SNP4319
     SNP4320 SNP4321 SNP4322 SNP4323 SNP4324 SNP4325 SNP4326 SNP4327 SNP4328
     SNP4329 SNP4330 SNP4331 SNP4332 SNP4333 SNP4334 SNP4335 SNP4336 SNP4337
     SNP4338 SNP4339 SNP4340 SNP4341 SNP4342 SNP4343 SNP4344 SNP4345 SNP4346
     SNP4347 SNP4348 SNP4349 SNP4350 SNP4351 SNP4352 SNP4353 SNP4354 SNP4355
     SNP4356 SNP4357 SNP4358 SNP4359 SNP4360 SNP4361 SNP4362 SNP4363 SNP4364
     SNP4365 SNP4366 SNP4367 SNP4368 SNP4369 SNP4370 SNP4371 SNP4372 SNP4373
     SNP4374 SNP4375 SNP4376 SNP4377 SNP4378 SNP4379 SNP4380 SNP4381 SNP4382
     SNP4383 SNP4384 SNP4385 SNP4386 SNP4387 SNP4388 SNP4389 SNP4390 SNP4391
     SNP4392 SNP4393 SNP4394 SNP4395 SNP4396 SNP4397 SNP4398 SNP4399 SNP4400
     SNP4401 SNP4402 SNP4403 SNP4404 SNP4405 SNP4406 SNP4407 SNP4408 SNP4409
     SNP4410 SNP4411 SNP4412 SNP4413 SNP4414 SNP4415 SNP4416 SNP4417 SNP4418
     SNP4419 SNP4420 SNP4421 SNP4422 SNP4423 SNP4424 SNP4425 SNP4426 SNP4427
     SNP4428 SNP4429 SNP4430 SNP4431 SNP4432 SNP4433 SNP4434 SNP4435 SNP4436
     SNP4437 SNP4438 SNP4439 SNP4440 SNP4441 SNP4442 SNP4443 SNP4444 SNP4445
     SNP4446 SNP4447 SNP4448 SNP4449 SNP4450 SNP4451 SNP4452 SNP4453 SNP4454
     SNP4455 SNP4456 SNP4457 SNP4458 SNP4459 SNP4460 SNP4461 SNP4462 SNP4463
     SNP4464 SNP4465 SNP4466 SNP4467 SNP4468 SNP4469 SNP4470 SNP4471 SNP4472
     SNP4473 SNP4474 SNP4475 SNP4476 SNP4477 SNP4478 SNP4479 SNP4480 SNP4481
     SNP4482 SNP4483 SNP4484 SNP4485 SNP4486 SNP4487 SNP4488 SNP4489 SNP4490
     SNP4491 SNP4492 SNP4493 SNP4494 SNP4495 SNP4496 SNP4497 SNP4498 SNP4499
     SNP4500 SNP4501 SNP4502 SNP4503 SNP4504 SNP4505 SNP4506 SNP4507 SNP4508
     SNP4509 SNP4510 SNP4511 SNP4512 SNP4513 SNP4514 SNP4515 SNP4516 SNP4517
     SNP4518 SNP4519 SNP4520 SNP4521 SNP4522 SNP4523 SNP4524 SNP4525 SNP4526
     SNP4527 SNP4528 SNP4529 SNP4530 SNP4531 SNP4532 SNP4533 SNP4534 SNP4535
     SNP4536 SNP4537 SNP4538 SNP4539 SNP4540 SNP4541 SNP4542 SNP4543 SNP4544
     SNP4545 SNP4546 SNP4547 SNP4548 SNP4549 SNP4550 SNP4551 SNP4552 SNP4553
     SNP4554 SNP4555 SNP4556 SNP4557 SNP4558 SNP4559 SNP4560 SNP4561 SNP4562
     SNP4563 SNP4564 SNP4565 SNP4566 SNP4567 SNP4568 SNP4569 SNP4570 SNP4571
     SNP4572 SNP4573 SNP4574 SNP4575 SNP4576 SNP4577 SNP4578 SNP4579 SNP4580
     SNP4581 SNP4582 SNP4583 SNP4584 SNP4585 SNP4586 SNP4587 SNP4588 SNP4589
     SNP4590 SNP4591 SNP4592 SNP4593 SNP4594 SNP4595 SNP4596 SNP4597 SNP4598
     SNP4599 SNP4600 SNP4601 SNP4602 SNP4603 SNP4604 SNP4605 SNP4606 SNP4607
     SNP4608 SNP4609 SNP4610 SNP4611 SNP4612 SNP4613 SNP4614 SNP4615 SNP4616
     SNP4617 SNP4618 SNP4619 SNP4620 SNP4621 SNP4622 SNP4623 SNP4624 SNP4625
     SNP4626 SNP4627 SNP4628 SNP4629 SNP4630 SNP4631 SNP4632 SNP4633 SNP4634
     SNP4635 SNP4636 SNP4637 SNP4638 SNP4639 SNP4640 SNP4641 SNP4642 SNP4643
     SNP4644 SNP4645 SNP4646 SNP4647 SNP4648 SNP4649 SNP4650 SNP4651 SNP4652
     SNP4653 SNP4654 SNP4655 SNP4656 SNP4657 SNP4658 SNP4659 SNP4660 SNP4661
     SNP4662 SNP4663 SNP4664 SNP4665 SNP4666 SNP4667 SNP4668 SNP4669 SNP4670
     SNP4671 SNP4672 SNP4673 SNP4674 SNP4675 SNP4676 SNP4677 SNP4678 SNP4679
     SNP4680 SNP4681 SNP4682 SNP4683 SNP4684 SNP4685 SNP4686 SNP4687 SNP4688
     SNP4689 SNP4690 SNP4691 SNP4692 SNP4693 SNP4694 SNP4695 SNP4696 SNP4697
     SNP4698 SNP4699 SNP4700 SNP4701 SNP4702 SNP4703 SNP4704 SNP4705 SNP4706
     SNP4707 SNP4708 SNP4709 SNP4710 SNP4711 SNP4712 SNP4713 SNP4714 SNP4715
     SNP4716 SNP4717 SNP4718 SNP4719 SNP4720 SNP4721 SNP4722 SNP4723 SNP4724
     SNP4725 SNP4726 SNP4727 SNP4728 SNP4729 SNP4730 SNP4731 SNP4732 SNP4733
     SNP4734 SNP4735 SNP4736 SNP4737 SNP4738 SNP4739 SNP4740 SNP4741 SNP4742
     SNP4743 SNP4744 SNP4745 SNP4746 SNP4747 SNP4748 SNP4749 SNP4750 SNP4751
     SNP4752 SNP4753 SNP4754 SNP4755 SNP4756 SNP4757 SNP4758 SNP4759 SNP4760
     SNP4761 SNP4762 SNP4763 SNP4764 SNP4765 SNP4766 SNP4767 SNP4768 SNP4769
     SNP4770 SNP4771 SNP4772 SNP4773 SNP4774 SNP4775 SNP4776 SNP4777 SNP4778
     SNP4779 SNP4780 SNP4781 SNP4782 SNP4783 SNP4784 SNP4785 SNP4786 SNP4787
     SNP4788 SNP4789 SNP4790 SNP4791 SNP4792 SNP4793 SNP4794 SNP4795 SNP4796
     SNP4797 SNP4798 SNP4799 SNP4800 SNP4801 SNP4802 SNP4803 SNP4804 SNP4805
     SNP4806 SNP4807 SNP4808 SNP4809 SNP4810 SNP4811 SNP4812 SNP4813 SNP4814
     SNP4815 SNP4816 SNP4817 SNP4818 SNP4819 SNP4820 SNP4821 SNP4822 SNP4823
     SNP4824 SNP4825 SNP4826 SNP4827 SNP4828 SNP4829 SNP4830 SNP4831 SNP4832
     SNP4833 SNP4834 SNP4835 SNP4836 SNP4837 SNP4838 SNP4839 SNP4840 SNP4841
     SNP4842 SNP4843 SNP4844 SNP4845 SNP4846 SNP4847 SNP4848 SNP4849 SNP4850
     SNP4851 SNP4852 SNP4853 SNP4854 SNP4855 SNP4856 SNP4857 SNP4858 SNP4859
     SNP4860 SNP4861 SNP4862 SNP4863 SNP4864 SNP4865 SNP4866 SNP4867 SNP4868
     SNP4869 SNP4870 SNP4871 SNP4872 SNP4873 SNP4874 SNP4875 SNP4876 SNP4877
     SNP4878 SNP4879 SNP4880 SNP4881 SNP4882 SNP4883 SNP4884 SNP4885 SNP4886
     SNP4887 SNP4888 SNP4889 SNP4890 SNP4891 SNP4892 SNP4893 SNP4894 SNP4895
     SNP4896 SNP4897 SNP4898 SNP4899 SNP4900 SNP4901 SNP4902 SNP4903 SNP4904
     SNP4905 SNP4906 SNP4907 SNP4908 SNP4909 SNP4910 SNP4911 SNP4912 SNP4913
     SNP4914 SNP4915 SNP4916 SNP4917 SNP4918 SNP4919 SNP4920 SNP4921 SNP4922
     SNP4923 SNP4924 SNP4925 SNP4926 SNP4927 SNP4928 SNP4929 SNP4930 SNP4931
     SNP4932 SNP4933 SNP4934 SNP4935 SNP4936 SNP4937 SNP4938 SNP4939 SNP4940
     SNP4941 SNP4942 SNP4943 SNP4944 SNP4945 SNP4946 SNP4947 SNP4948 SNP4949
     SNP4950 SNP4951 SNP4952 SNP4953 SNP4954 SNP4955 SNP4956 SNP4957 SNP4958
     SNP4959 SNP4960 SNP4961 SNP4962 SNP4963 SNP4964 SNP4965 SNP4966 SNP4967
     SNP4968 SNP4969 SNP4970 SNP4971 SNP4972 SNP4973 SNP4974 SNP4975 SNP4976
     SNP4977 SNP4978 SNP4979 SNP4980 SNP4981 SNP4982 SNP4983 SNP4984 SNP4985
     SNP4986 SNP4987 SNP4988 SNP4989 SNP4990 SNP4991 SNP4992 SNP4993 SNP4994
     SNP4995 SNP4996 SNP4997 SNP4998 SNP4999 SNP5000 SNP5001 SNP5002 SNP5003
     SNP5004 SNP5005 SNP5006 SNP5007 SNP5008 SNP5009 SNP5010 SNP5011 SNP5012
     SNP5013 SNP5014 SNP5015 SNP5016 SNP5017 SNP5018 SNP5019 SNP5020 SNP5021
     SNP5022 SNP5023 SNP5024 SNP5025 SNP5026 SNP5027 SNP5028 SNP5029 SNP5030
     SNP5031 SNP5032 SNP5033 SNP5034 SNP5035 SNP5036 SNP5037 SNP5038 SNP5039
     SNP5040 SNP5041 SNP5042 SNP5043 SNP5044 SNP5045 SNP5046 SNP5047 SNP5048
     SNP5049 SNP5050 SNP5051 SNP5052 SNP5053 SNP5054 SNP5055 SNP5056 SNP5057
     SNP5058 SNP5059 SNP5060 SNP5061 SNP5062 SNP5063 SNP5064 SNP5065 SNP5066
     SNP5067 SNP5068 SNP5069 SNP5070 SNP5071 SNP5072 SNP5073 SNP5074 SNP5075
     SNP5076 SNP5077 SNP5078 SNP5079 SNP5080 SNP5081 SNP5082 SNP5083 SNP5084
     SNP5085 SNP5086 SNP5087 SNP5088 SNP5089 SNP5090 SNP5091 SNP5092 SNP5093
     SNP5094 SNP5095 SNP5096 SNP5097 SNP5098 SNP5099 SNP5100 SNP5101 SNP5102
     SNP5103 SNP5104 SNP5105 SNP5106 SNP5107 SNP5108 SNP5109 SNP5110 SNP5111
     SNP5112 SNP5113 SNP5114 SNP5115 SNP5116 SNP5117 SNP5118 SNP5119 SNP5120
     SNP5121 SNP5122 SNP5123 SNP5124 SNP5125 SNP5126 SNP5127 SNP5128 SNP5129
     SNP5130 SNP5131 SNP5132 SNP5133 SNP5134 SNP5135 SNP5136 SNP5137 SNP5138
     SNP5139 SNP5140 SNP5141 SNP5142 SNP5143 SNP5144 SNP5145 SNP5146 SNP5147
     SNP5148 SNP5149 SNP5150 SNP5151 SNP5152 SNP5153 SNP5154 SNP5155 SNP5156
     SNP5157 SNP5158 SNP5159 SNP5160 SNP5161 SNP5162 SNP5163 SNP5164 SNP5165
     SNP5166 SNP5167 SNP5168 SNP5169 SNP5170 SNP5171 SNP5172 SNP5173 SNP5174
     SNP5175 SNP5176 SNP5177 SNP5178 SNP5179 SNP5180 SNP5181 SNP5182 SNP5183
     SNP5184 SNP5185 SNP5186 SNP5187 SNP5188 SNP5189 SNP5190 SNP5191 SNP5192
     SNP5193 SNP5194 SNP5195 SNP5196 SNP5197 SNP5198 SNP5199 SNP5200 SNP5201
     SNP5202 SNP5203 SNP5204 SNP5205 SNP5206 SNP5207 SNP5208 SNP5209 SNP5210
     SNP5211 SNP5212 SNP5213 SNP5214 SNP5215 SNP5216 SNP5217 SNP5218 SNP5219
     SNP5220 SNP5221 SNP5222 SNP5223 SNP5224 SNP5225 SNP5226 SNP5227 SNP5228
     SNP5229 SNP5230 SNP5231 SNP5232 SNP5233 SNP5234 SNP5235 SNP5236 SNP5237
     SNP5238 SNP5239 SNP5240 SNP5241 SNP5242 SNP5243 SNP5244 SNP5245 SNP5246
     SNP5247 SNP5248 SNP5249 SNP5250 SNP5251 SNP5252 SNP5253 SNP5254 SNP5255
     SNP5256 SNP5257 SNP5258 SNP5259 SNP5260 SNP5261 SNP5262 SNP5263 SNP5264
     SNP5265 SNP5266 SNP5267 SNP5268 SNP5269 SNP5270 SNP5271 SNP5272 SNP5273
     SNP5274 SNP5275 SNP5276 SNP5277 SNP5278 SNP5279 SNP5280 SNP5281 SNP5282
     SNP5283 SNP5284 SNP5285 SNP5286 SNP5287 SNP5288 SNP5289 SNP5290 SNP5291
     SNP5292 SNP5293 SNP5294 SNP5295 SNP5296 SNP5297 SNP5298 SNP5299 SNP5300
     SNP5301 SNP5302 SNP5303 SNP5304 SNP5305 SNP5306 SNP5307 SNP5308 SNP5309
     SNP5310 SNP5311 SNP5312 SNP5313 SNP5314 SNP5315 SNP5316 SNP5317 SNP5318
     SNP5319 SNP5320 SNP5321 SNP5322 SNP5323 SNP5324 SNP5325 SNP5326 SNP5327
     SNP5328 SNP5329 SNP5330 SNP5331 SNP5332 SNP5333 SNP5334 SNP5335 SNP5336
     SNP5337 SNP5338 SNP5339 SNP5340 SNP5341 SNP5342 SNP5343 SNP5344 SNP5345
     SNP5346 SNP5347 SNP5348 SNP5349 SNP5350 SNP5351 SNP5352 SNP5353 SNP5354
     SNP5355 SNP5356 SNP5357 SNP5358 SNP5359 SNP5360 SNP5361 SNP5362 SNP5363
     SNP5364 SNP5365 SNP5366 SNP5367 SNP5368 SNP5369 SNP5370 SNP5371 SNP5372
     SNP5373 SNP5374 SNP5375 SNP5376 SNP5377 SNP5378 SNP5379 SNP5380 SNP5381
     SNP5382 SNP5383 SNP5384 SNP5385 SNP5386 SNP5387 SNP5388 SNP5389 SNP5390
     SNP5391 SNP5392 SNP5393 SNP5394 SNP5395 SNP5396 SNP5397 SNP5398 SNP5399
     SNP5400 SNP5401 SNP5402 SNP5403 SNP5404 SNP5405 SNP5406 SNP5407 SNP5408
     SNP5409 SNP5410 SNP5411 SNP5412 SNP5413 SNP5414 SNP5415 SNP5416 SNP5417
     SNP5418 SNP5419 SNP5420 SNP5421 SNP5422 SNP5423 SNP5424 SNP5425 SNP5426
     SNP5427 SNP5428 SNP5429 SNP5430 SNP5431 SNP5432 SNP5433 SNP5434 SNP5435
     SNP5436 SNP5437 SNP5438 SNP5439 SNP5440 SNP5441 SNP5442 SNP5443 SNP5444
     SNP5445 SNP5446 SNP5447 SNP5448 SNP5449 SNP5450 SNP5451 SNP5452 SNP5453
     SNP5454 SNP5455 SNP5456 SNP5457 SNP5458 SNP5459 SNP5460 SNP5461 SNP5462
     SNP5463 SNP5464 SNP5465 SNP5466 SNP5467 SNP5468 SNP5469 SNP5470 SNP5471
     SNP5472 SNP5473 SNP5474 SNP5475 SNP5476 SNP5477 SNP5478 SNP5479 SNP5480
     SNP5481 SNP5482 SNP5483 SNP5484 SNP5485 SNP5486 SNP5487 SNP5488 SNP5489
     SNP5490 SNP5491 SNP5492 SNP5493 SNP5494 SNP5495 SNP5496 SNP5497 SNP5498
     SNP5499 SNP5500 SNP5501 SNP5502 SNP5503 SNP5504 SNP5505 SNP5506 SNP5507
     SNP5508 SNP5509 SNP5510 SNP5511 SNP5512 SNP5513 SNP5514 SNP5515 SNP5516
     SNP5517 SNP5518 SNP5519 SNP5520 SNP5521 SNP5522 SNP5523 SNP5524 SNP5525
     SNP5526 SNP5527 SNP5528 SNP5529 SNP5530 SNP5531 SNP5532 SNP5533 SNP5534
     SNP5535 SNP5536 SNP5537 SNP5538 SNP5539 SNP5540 SNP5541 SNP5542 SNP5543
     SNP5544 SNP5545 SNP5546 SNP5547 SNP5548 SNP5549 SNP5550 SNP5551 SNP5552
     SNP5553 SNP5554 SNP5555 SNP5556 SNP5557 SNP5558 SNP5559 SNP5560 SNP5561
     SNP5562 SNP5563 SNP5564 SNP5565 SNP5566 SNP5567 SNP5568 SNP5569 SNP5570
     SNP5571 SNP5572 SNP5573 SNP5574 SNP5575 SNP5576 SNP5577 SNP5578 SNP5579
     SNP5580 SNP5581 SNP5582 SNP5583 SNP5584 SNP5585 SNP5586 SNP5587 SNP5588
     SNP5589 SNP5590 SNP5591 SNP5592 SNP5593 SNP5594 SNP5595 SNP5596 SNP5597
     SNP5598 SNP5599 SNP5600 SNP5601 SNP5602 SNP5603 SNP5604 SNP5605 SNP5606
     SNP5607 SNP5608 SNP5609 SNP5610 SNP5611 SNP5612 SNP5613 SNP5614 SNP5615
     SNP5616 SNP5617 SNP5618 SNP5619 SNP5620 SNP5621 SNP5622 SNP5623 SNP5624
     SNP5625 SNP5626 SNP5627 SNP5628 SNP5629 SNP5630 SNP5631 SNP5632 SNP5633
     SNP5634 SNP5635 SNP5636 SNP5637 SNP5638 SNP5639 SNP5640 SNP5641 SNP5642
     SNP5643 SNP5644 SNP5645 SNP5646 SNP5647 SNP5648 SNP5649 SNP5650 SNP5651
     SNP5652 SNP5653 SNP5654 SNP5655 SNP5656 SNP5657 SNP5658 SNP5659 SNP5660
     SNP5661 SNP5662 SNP5663 SNP5664 SNP5665 SNP5666 SNP5667 SNP5668 SNP5669
     SNP5670 SNP5671 SNP5672 SNP5673 SNP5674 SNP5675 SNP5676 SNP5677 SNP5678
     SNP5679 SNP5680 SNP5681 SNP5682 SNP5683 SNP5684 SNP5685 SNP5686 SNP5687
     SNP5688 SNP5689 SNP5690 SNP5691 SNP5692 SNP5693 SNP5694 SNP5695 SNP5696
     SNP5697 SNP5698 SNP5699 SNP5700 SNP5701 SNP5702 SNP5703 SNP5704 SNP5705
     SNP5706 SNP5707 SNP5708 SNP5709 SNP5710 SNP5711 SNP5712 SNP5713 SNP5714
     SNP5715 SNP5716 SNP5717 SNP5718 SNP5719 SNP5720 SNP5721 SNP5722 SNP5723
     SNP5724 SNP5725 SNP5726 SNP5727 SNP5728 SNP5729 SNP5730 SNP5731 SNP5732
     SNP5733 SNP5734 SNP5735 SNP5736 SNP5737 SNP5738 SNP5739 SNP5740 SNP5741
     SNP5742 SNP5743 SNP5744 SNP5745 SNP5746 SNP5747 SNP5748 SNP5749 SNP5750
     SNP5751 SNP5752 SNP5753 SNP5754 SNP5755 SNP5756 SNP5757 SNP5758 SNP5759
     SNP5760 SNP5761 SNP5762 SNP5763 SNP5764 SNP5765 SNP5766 SNP5767 SNP5768
     SNP5769 SNP5770 SNP5771 SNP5772 SNP5773 SNP5774 SNP5775 SNP5776 SNP5777
     SNP5778 SNP5779 SNP5780 SNP5781 SNP5782 SNP5783 SNP5784 SNP5785 SNP5786
     SNP5787 SNP5788 SNP5789 SNP5790 SNP5791 SNP5792 SNP5793 SNP5794 SNP5795
     SNP5796 SNP5797 SNP5798 SNP5799 SNP5800 SNP5801 SNP5802 SNP5803 SNP5804
     SNP5805 SNP5806 SNP5807 SNP5808 SNP5809 SNP5810 SNP5811 SNP5812 SNP5813
     SNP5814 SNP5815 SNP5816 SNP5817 SNP5818 SNP5819 SNP5820 SNP5821 SNP5822
     SNP5823 SNP5824 SNP5825 SNP5826 SNP5827 SNP5828 SNP5829 SNP5830 SNP5831
     SNP5832 SNP5833 SNP5834 SNP5835 SNP5836 SNP5837 SNP5838 SNP5839 SNP5840
     SNP5841 SNP5842 SNP5843 SNP5844 SNP5845 SNP5846 SNP5847 SNP5848 SNP5849
     SNP5850 SNP5851 SNP5852 SNP5853 SNP5854 SNP5855 SNP5856 SNP5857 SNP5858
     SNP5859 SNP5860 SNP5861 SNP5862 SNP5863 SNP5864 SNP5865 SNP5866 SNP5867
     SNP5868 SNP5869 SNP5870 SNP5871 SNP5872 SNP5873 SNP5874 SNP5875 SNP5876
     SNP5877 SNP5878 SNP5879 SNP5880 SNP5881 SNP5882 SNP5883 SNP5884 SNP5885
     SNP5886 SNP5887 SNP5888 SNP5889 SNP5890 SNP5891 SNP5892 SNP5893 SNP5894
     SNP5895 SNP5896 SNP5897 SNP5898 SNP5899 SNP5900 SNP5901 SNP5902 SNP5903
     SNP5904 SNP5905 SNP5906 SNP5907 SNP5908 SNP5909 SNP5910 SNP5911 SNP5912
     SNP5913 SNP5914 SNP5915 SNP5916 SNP5917 SNP5918 SNP5919 SNP5920 SNP5921
     SNP5922 SNP5923 SNP5924 SNP5925 SNP5926 SNP5927 SNP5928 SNP5929 SNP5930
     SNP5931 SNP5932 SNP5933 SNP5934 SNP5935 SNP5936 SNP5937 SNP5938 SNP5939
     SNP5940 SNP5941 SNP5942 SNP5943 SNP5944 SNP5945 SNP5946 SNP5947 SNP5948
     SNP5949 SNP5950 SNP5951 SNP5952 SNP5953 SNP5954 SNP5955 SNP5956 SNP5957
     SNP5958 SNP5959 SNP5960 SNP5961 SNP5962 SNP5963 SNP5964 SNP5965 SNP5966
     SNP5967 SNP5968 SNP5969 SNP5970 SNP5971 SNP5972 SNP5973 SNP5974 SNP5975
     SNP5976 SNP5977 SNP5978 SNP5979 SNP5980 SNP5981 SNP5982 SNP5983 SNP5984
     SNP5985 SNP5986 SNP5987 SNP5988 SNP5989 SNP5990 SNP5991 SNP5992 SNP5993
     SNP5994 SNP5995 SNP5996 SNP5997 SNP5998 SNP5999 SNP6000 SNP6001 SNP6002
     SNP6003 SNP6004 SNP6005 SNP6006 SNP6007 SNP6008 SNP6009 SNP6010 SNP6011
     SNP6012 SNP6013 SNP6014 SNP6015 SNP6016 SNP6017 SNP6018 SNP6019 SNP6020
     SNP6021 SNP6022 SNP6023 SNP6024 SNP6025 SNP6026 SNP6027 SNP6028 SNP6029
     SNP6030 SNP6031 SNP6032 SNP6033 SNP6034 SNP6035 SNP6036 SNP6037 SNP6038
     SNP6039 SNP6040 SNP6041 SNP6042 SNP6043 SNP6044 SNP6045 SNP6046 SNP6047
     SNP6048 SNP6049 SNP6050 SNP6051 SNP6052 SNP6053 SNP6054 SNP6055 SNP6056
     SNP6057 SNP6058 SNP6059 SNP6060 SNP6061 SNP6062 SNP6063 SNP6064 SNP6065
     SNP6066 SNP6067 SNP6068 SNP6069 SNP6070 SNP6071 SNP6072 SNP6073 SNP6074
     SNP6075 SNP6076 SNP6077 SNP6078 SNP6079 SNP6080 SNP6081 SNP6082 SNP6083
     SNP6084 SNP6085 SNP6086 SNP6087 SNP6088 SNP6089 SNP6090 SNP6091 SNP6092
     SNP6093 SNP6094 SNP6095 SNP6096 SNP6097 SNP6098 SNP6099 SNP6100 SNP6101
     SNP6102 SNP6103 SNP6104 SNP6105 SNP6106 SNP6107 SNP6108 SNP6109 SNP6110
     SNP6111 SNP6112 SNP6113 SNP6114 SNP6115 SNP6116 SNP6117 SNP6118 SNP6119
     SNP6120 SNP6121 SNP6122 SNP6123 SNP6124 SNP6125 SNP6126 SNP6127 SNP6128
     SNP6129 SNP6130 SNP6131 SNP6132 SNP6133 SNP6134 SNP6135 SNP6136 SNP6137
     SNP6138 SNP6139 SNP6140 SNP6141 SNP6142 SNP6143 SNP6144 SNP6145 SNP6146
     SNP6147 SNP6148 SNP6149 SNP6150 SNP6151 SNP6152 SNP6153 SNP6154 SNP6155
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     SNP8613 SNP8614 SNP8615 SNP8616 SNP8617 SNP8618 SNP8619 SNP8620 SNP8621
     SNP8622 SNP8623 SNP8624 SNP8625 SNP8626 SNP8627 SNP8628 SNP8629 SNP8630
     SNP8631 SNP8632 SNP8633 SNP8634 SNP8635 SNP8636 SNP8637 SNP8638 SNP8639
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     SNP8667 SNP8668 SNP8669 SNP8670 SNP8671 SNP8672 SNP8673 SNP8674 SNP8675
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     SNP8721 SNP8722 SNP8723 SNP8724 SNP8725 SNP8726 SNP8727 SNP8728 SNP8729
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     SNP8739 SNP8740 SNP8741 SNP8742 SNP8743 SNP8744 SNP8745 SNP8746 SNP8747
     SNP8748 SNP8749 SNP8750 SNP8751 SNP8752 SNP8753 SNP8754 SNP8755 SNP8756
     SNP8757 SNP8758 SNP8759 SNP8760 SNP8761 SNP8762 SNP8763 SNP8764 SNP8765
     SNP8766 SNP8767 SNP8768 SNP8769 SNP8770 SNP8771 SNP8772 SNP8773 SNP8774
     SNP8775 SNP8776 SNP8777 SNP8778 SNP8779 SNP8780 SNP8781 SNP8782 SNP8783
     SNP8784 SNP8785 SNP8786 SNP8787 SNP8788 SNP8789 SNP8790 SNP8791 SNP8792
     SNP8793 SNP8794 SNP8795 SNP8796 SNP8797 SNP8798 SNP8799 SNP8800 SNP8801
     SNP8802 SNP8803 SNP8804 SNP8805 SNP8806 SNP8807 SNP8808 SNP8809 SNP8810
     SNP8811 SNP8812 SNP8813 SNP8814 SNP8815 SNP8816 SNP8817 SNP8818 SNP8819
     SNP8820 SNP8821 SNP8822 SNP8823 SNP8824 SNP8825 SNP8826 SNP8827 SNP8828
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     SNP8838 SNP8839 SNP8840 SNP8841 SNP8842 SNP8843 SNP8844 SNP8845 SNP8846
     SNP8847 SNP8848 SNP8849 SNP8850 SNP8851 SNP8852 SNP8853 SNP8854 SNP8855
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     SNP8874 SNP8875 SNP8876 SNP8877 SNP8878 SNP8879 SNP8880 SNP8881 SNP8882
     SNP8883 SNP8884 SNP8885 SNP8886 SNP8887 SNP8888 SNP8889 SNP8890 SNP8891
     SNP8892 SNP8893 SNP8894 SNP8895 SNP8896 SNP8897 SNP8898 SNP8899 SNP8900
     SNP8901 SNP8902 SNP8903 SNP8904 SNP8905 SNP8906 SNP8907 SNP8908 SNP8909
     SNP8910 SNP8911 SNP8912 SNP8913 SNP8914 SNP8915 SNP8916 SNP8917 SNP8918
     SNP8919 SNP8920 SNP8921 SNP8922 SNP8923 SNP8924 SNP8925 SNP8926 SNP8927
     SNP8928 SNP8929 SNP8930 SNP8931 SNP8932 SNP8933 SNP8934 SNP8935 SNP8936
     SNP8937 SNP8938 SNP8939 SNP8940 SNP8941 SNP8942 SNP8943 SNP8944 SNP8945
     SNP8946 SNP8947 SNP8948 SNP8949 SNP8950 SNP8951 SNP8952 SNP8953 SNP8954
     SNP8955 SNP8956 SNP8957 SNP8958 SNP8959 SNP8960 SNP8961 SNP8962 SNP8963
     SNP8964 SNP8965 SNP8966 SNP8967 SNP8968 SNP8969 SNP8970 SNP8971 SNP8972
     SNP8973 SNP8974 SNP8975 SNP8976 SNP8977 SNP8978 SNP8979 SNP8980 SNP8981
     SNP8982 SNP8983 SNP8984 SNP8985 SNP8986 SNP8987 SNP8988 SNP8989 SNP8990
     SNP8991 SNP8992 SNP8993 SNP8994 SNP8995 SNP8996 SNP8997 SNP8998 SNP8999
     SNP9000 SNP9001 SNP9002 SNP9003 SNP9004 SNP9005 SNP9006 SNP9007 SNP9008
     SNP9009 SNP9010 SNP9011 SNP9012 SNP9013 SNP9014 SNP9015 SNP9016 SNP9017
     SNP9018 SNP9019 SNP9020 SNP9021 SNP9022 SNP9023 SNP9024 SNP9025 SNP9026
     SNP9027 SNP9028 SNP9029 SNP9030 SNP9031 SNP9032 SNP9033 SNP9034 SNP9035
     SNP9036 SNP9037 SNP9038 SNP9039 SNP9040 SNP9041 SNP9042 SNP9043 SNP9044
     SNP9045 SNP9046 SNP9047 SNP9048 SNP9049 SNP9050 SNP9051 SNP9052 SNP9053
     SNP9054 SNP9055 SNP9056 SNP9057 SNP9058 SNP9059 SNP9060 SNP9061 SNP9062
     SNP9063 SNP9064 SNP9065 SNP9066 SNP9067 SNP9068 SNP9069 SNP9070 SNP9071
     SNP9072 SNP9073 SNP9074 SNP9075 SNP9076 SNP9077 SNP9078 SNP9079 SNP9080
     SNP9081 SNP9082 SNP9083 SNP9084 SNP9085 SNP9086 SNP9087 SNP9088 SNP9089
     SNP9090 SNP9091 SNP9092 SNP9093 SNP9094 SNP9095 SNP9096 SNP9097 SNP9098
     SNP9099 SNP9100 SNP9101 SNP9102 SNP9103 SNP9104 SNP9105 SNP9106 SNP9107
     SNP9108 SNP9109 SNP9110 SNP9111 SNP9112 SNP9113 SNP9114 SNP9115 SNP9116
     SNP9117 SNP9118 SNP9119 SNP9120 SNP9121 SNP9122 SNP9123 SNP9124 SNP9125
     SNP9126 SNP9127 SNP9128 SNP9129 SNP9130 SNP9131 SNP9132 SNP9133 SNP9134
     SNP9135 SNP9136 SNP9137 SNP9138 SNP9139 SNP9140 SNP9141 SNP9142 SNP9143
     SNP9144 SNP9145 SNP9146 SNP9147 SNP9148 SNP9149 SNP9150 SNP9151 SNP9152
     SNP9153 SNP9154 SNP9155 SNP9156 SNP9157 SNP9158 SNP9159 SNP9160 SNP9161
     SNP9162 SNP9163 SNP9164 SNP9165 SNP9166 SNP9167 SNP9168 SNP9169 SNP9170
     SNP9171 SNP9172 SNP9173 SNP9174 SNP9175 SNP9176 SNP9177 SNP9178 SNP9179
     SNP9180 SNP9181 SNP9182 SNP9183 SNP9184 SNP9185 SNP9186 SNP9187 SNP9188
     SNP9189 SNP9190 SNP9191 SNP9192 SNP9193 SNP9194 SNP9195 SNP9196 SNP9197
     SNP9198 SNP9199 SNP9200 SNP9201 SNP9202 SNP9203 SNP9204 SNP9205 SNP9206
     SNP9207 SNP9208 SNP9209 SNP9210 SNP9211 SNP9212 SNP9213 SNP9214 SNP9215
     SNP9216 SNP9217 SNP9218 SNP9219 SNP9220 SNP9221 SNP9222 SNP9223 SNP9224
     SNP9225 SNP9226 SNP9227 SNP9228 SNP9229 SNP9230 SNP9231 SNP9232 SNP9233
     SNP9234 SNP9235 SNP9236 SNP9237 SNP9238 SNP9239 SNP9240 SNP9241 SNP9242
     SNP9243 SNP9244 SNP9245 SNP9246 SNP9247 SNP9248 SNP9249 SNP9250 SNP9251
     SNP9252 SNP9253 SNP9254 SNP9255 SNP9256 SNP9257 SNP9258 SNP9259 SNP9260
     SNP9261 SNP9262 SNP9263 SNP9264 SNP9265 SNP9266 SNP9267 SNP9268 SNP9269
     SNP9270 SNP9271 SNP9272 SNP9273 SNP9274 SNP9275 SNP9276 SNP9277 SNP9278
     SNP9279 SNP9280 SNP9281 SNP9282 SNP9283 SNP9284 SNP9285 SNP9286 SNP9287
     SNP9288 SNP9289 SNP9290 SNP9291 SNP9292 SNP9293 SNP9294 SNP9295 SNP9296
     SNP9297 SNP9298 SNP9299 SNP9300 SNP9301 SNP9302 SNP9303 SNP9304 SNP9305
     SNP9306 SNP9307 SNP9308 SNP9309 SNP9310 SNP9311 SNP9312 SNP9313 SNP9314
     SNP9315 SNP9316 SNP9317 SNP9318 SNP9319 SNP9320 SNP9321 SNP9322 SNP9323
     SNP9324 SNP9325 SNP9326 SNP9327 SNP9328 SNP9329 SNP9330 SNP9331 SNP9332
     SNP9333 SNP9334 SNP9335 SNP9336 SNP9337 SNP9338 SNP9339 SNP9340 SNP9341
     SNP9342 SNP9343 SNP9344 SNP9345 SNP9346 SNP9347 SNP9348 SNP9349 SNP9350
     SNP9351 SNP9352 SNP9353 SNP9354 SNP9355 SNP9356 SNP9357 SNP9358 SNP9359
     SNP9360 SNP9361 SNP9362 SNP9363 SNP9364 SNP9365 SNP9366 SNP9367 SNP9368
     SNP9369 SNP9370 SNP9371 SNP9372 SNP9373 SNP9374 SNP9375 SNP9376 SNP9377
     SNP9378 SNP9379 SNP9380 SNP9381 SNP9382 SNP9383 SNP9384 SNP9385 SNP9386
     SNP9387 SNP9388 SNP9389 SNP9390 SNP9391 SNP9392 SNP9393 SNP9394 SNP9395
     SNP9396 SNP9397 SNP9398 SNP9399 SNP9400 SNP9401 SNP9402 SNP9403 SNP9404
     SNP9405 SNP9406 SNP9407 SNP9408 SNP9409 SNP9410 SNP9411 SNP9412 SNP9413
     SNP9414 SNP9415 SNP9416 SNP9417 SNP9418 SNP9419 SNP9420 SNP9421 SNP9422
     SNP9423 SNP9424 SNP9425 SNP9426 SNP9427 SNP9428 SNP9429 SNP9430 SNP9431
     SNP9432 SNP9433 SNP9434 SNP9435 SNP9436 SNP9437 SNP9438 SNP9439 SNP9440
     SNP9441 SNP9442 SNP9443 SNP9444 SNP9445 SNP9446 SNP9447 SNP9448 SNP9449
     SNP9450 SNP9451 SNP9452 SNP9453 SNP9454 SNP9455 SNP9456 SNP9457 SNP9458
     SNP9459 SNP9460 SNP9461 SNP9462 SNP9463 SNP9464 SNP9465 SNP9466 SNP9467
     SNP9468 SNP9469 SNP9470 SNP9471 SNP9472 SNP9473 SNP9474 SNP9475 SNP9476
     SNP9477 SNP9478 SNP9479 SNP9480 SNP9481 SNP9482 SNP9483 SNP9484 SNP9485
     SNP9486 SNP9487 SNP9488 SNP9489 SNP9490 SNP9491 SNP9492 SNP9493 SNP9494
     SNP9495 SNP9496 SNP9497 SNP9498 SNP9499 SNP9500 SNP9501 SNP9502 SNP9503
     SNP9504 SNP9505 SNP9506 SNP9507 SNP9508 SNP9509 SNP9510 SNP9511 SNP9512
     SNP9513 SNP9514 SNP9515 SNP9516 SNP9517 SNP9518 SNP9519 SNP9520 SNP9521
     SNP9522 SNP9523 SNP9524 SNP9525 SNP9526 SNP9527 SNP9528 SNP9529 SNP9530
     SNP9531 SNP9532 SNP9533 SNP9534 SNP9535 SNP9536 SNP9537 SNP9538 SNP9539
     SNP9540 SNP9541 SNP9542 SNP9543 SNP9544 SNP9545 SNP9546 SNP9547 SNP9548
     SNP9549 SNP9550 SNP9551 SNP9552 SNP9553 SNP9554 SNP9555 SNP9556 SNP9557
     SNP9558 SNP9559 SNP9560 SNP9561 SNP9562 SNP9563 SNP9564 SNP9565 SNP9566
     SNP9567 SNP9568 SNP9569 SNP9570 SNP9571 SNP9572 SNP9573 SNP9574 SNP9575
     SNP9576 SNP9577 SNP9578 SNP9579 SNP9580 SNP9581 SNP9582 SNP9583 SNP9584
     SNP9585 SNP9586 SNP9587 SNP9588 SNP9589 SNP9590 SNP9591 SNP9592 SNP9593
     SNP9594 SNP9595 SNP9596 SNP9597 SNP9598 SNP9599 SNP9600 SNP9601 SNP9602
     SNP9603 SNP9604 SNP9605 SNP9606 SNP9607 SNP9608 SNP9609 SNP9610 SNP9611
     SNP9612 SNP9613 SNP9614 SNP9615 SNP9616 SNP9617 SNP9618 SNP9619 SNP9620
     SNP9621 SNP9622 SNP9623 SNP9624 SNP9625 SNP9626 SNP9627 SNP9628 SNP9629
     SNP9630 SNP9631 SNP9632 SNP9633 SNP9634 SNP9635 SNP9636 SNP9637 SNP9638
     SNP9639 SNP9640 SNP9641 SNP9642 SNP9643 SNP9644 SNP9645 SNP9646 SNP9647
     SNP9648 SNP9649 SNP9650 SNP9651 SNP9652 SNP9653 SNP9654 SNP9655 SNP9656
     SNP9657 SNP9658 SNP9659 SNP9660 SNP9661 SNP9662 SNP9663 SNP9664 SNP9665
     SNP9666 SNP9667 SNP9668 SNP9669 SNP9670 SNP9671 SNP9672 SNP9673 SNP9674
     SNP9675 SNP9676 SNP9677 SNP9678 SNP9679 SNP9680 SNP9681 SNP9682 SNP9683
     SNP9684 SNP9685 SNP9686 SNP9687 SNP9688 SNP9689 SNP9690 SNP9691 SNP9692
     SNP9693 SNP9694 SNP9695 SNP9696 SNP9697 SNP9698 SNP9699 SNP9700 SNP9701
     SNP9702 SNP9703 SNP9704 SNP9705 SNP9706 SNP9707 SNP9708 SNP9709 SNP9710
     SNP9711 SNP9712 SNP9713 SNP9714 SNP9715 SNP9716 SNP9717 SNP9718 SNP9719
     SNP9720 SNP9721 SNP9722 SNP9723 SNP9724 SNP9725 SNP9726 SNP9727 SNP9728
     SNP9729 SNP9730 SNP9731 SNP9732 SNP9733 SNP9734 SNP9735 SNP9736 SNP9737
     SNP9738 SNP9739 SNP9740 SNP9741 SNP9742 SNP9743 SNP9744 SNP9745 SNP9746
     SNP9747 SNP9748 SNP9749 SNP9750 SNP9751 SNP9752 SNP9753 SNP9754 SNP9755
     SNP9756 SNP9757 SNP9758 SNP9759 SNP9760 SNP9761 SNP9762 SNP9763 SNP9764
     SNP9765 SNP9766 SNP9767 SNP9768 SNP9769 SNP9770 SNP9771 SNP9772 SNP9773
     SNP9774 SNP9775 SNP9776 SNP9777 SNP9778 SNP9779 SNP9780 SNP9781 SNP9782
     SNP9783 SNP9784 SNP9785 SNP9786 SNP9787 SNP9788 SNP9789 SNP9790 SNP9791
     SNP9792 SNP9793 SNP9794 SNP9795 SNP9796 SNP9797 SNP9798 SNP9799 SNP9800
     SNP9801 SNP9802 SNP9803 SNP9804 SNP9805 SNP9806 SNP9807 SNP9808 SNP9809
     SNP9810 SNP9811 SNP9812 SNP9813 SNP9814 SNP9815 SNP9816 SNP9817 SNP9818
     SNP9819 SNP9820 SNP9821 SNP9822 SNP9823 SNP9824 SNP9825 SNP9826 SNP9827
     SNP9828 SNP9829 SNP9830 SNP9831 SNP9832 SNP9833 SNP9834 SNP9835 SNP9836
     SNP9837 SNP9838 SNP9839 SNP9840 SNP9841 SNP9842 SNP9843 SNP9844 SNP9845
     SNP9846 SNP9847 SNP9848 SNP9849 SNP9850 SNP9851 SNP9852 SNP9853 SNP9854
     SNP9855 SNP9856 SNP9857 SNP9858 SNP9859 SNP9860 SNP9861 SNP9862 SNP9863
     SNP9864 SNP9865 SNP9866 SNP9867 SNP9868 SNP9869 SNP9870 SNP9871 SNP9872
     SNP9873 SNP9874 SNP9875 SNP9876 SNP9877 SNP9878 SNP9879 SNP9880 SNP9881
     SNP9882 SNP9883 SNP9884 SNP9885 SNP9886 SNP9887 SNP9888 SNP9889 SNP9890
     SNP9891 SNP9892 SNP9893 SNP9894 SNP9895 SNP9896 SNP9897 SNP9898 SNP9899
     SNP9900 SNP9901 SNP9902 SNP9903 SNP9904 SNP9905 SNP9906 SNP9907 SNP9908
     SNP9909 SNP9910 SNP9911 SNP9912 SNP9913 SNP9914 SNP9915 SNP9916 SNP9917
     SNP9918 SNP9919 SNP9920 SNP9921 SNP9922 SNP9923 SNP9924 SNP9925 SNP9926
     SNP9927 SNP9928 SNP9929 SNP9930 SNP9931 SNP9932 SNP9933 SNP9934 SNP9935
     SNP9936 SNP9937 SNP9938 SNP9939 SNP9940 SNP9941 SNP9942 SNP9943 SNP9944
     SNP9945 SNP9946 SNP9947 SNP9948 SNP9949 SNP9950 SNP9951 SNP9952 SNP9953
     SNP9954 SNP9955 SNP9956 SNP9957 SNP9958 SNP9959 SNP9960 SNP9961 SNP9962
     SNP9963 SNP9964 SNP9965 SNP9966 SNP9967 SNP9968 SNP9969 SNP9970 SNP9971
     SNP9972 SNP9973 SNP9974 SNP9975 SNP9976 SNP9977 SNP9978 SNP9979 SNP9980
     SNP9981 SNP9982 SNP9983 SNP9984 SNP9985 SNP9986 SNP9987 SNP9988 SNP9989
     SNP9990 SNP9991 SNP9992 SNP9993 SNP9994 SNP9995 SNP9996 SNP9997 SNP9998
     SNP9999 SNP10000 SNP10001 SNP10002 SNP10003 SNP10004 SNP10005 SNP10006
     SNP10007 SNP10008 SNP10009 SNP10010 SNP10011 SNP10012 SNP10013 SNP10014
     SNP10015 SNP10016 SNP10017 SNP10018 SNP10019 SNP10020 SNP10021 SNP10022
     SNP10023 SNP10024 SNP10025 SNP10026 SNP10027 SNP10028 SNP10029 SNP10030
     SNP10031 SNP10032 SNP10033 SNP10034 SNP10035 SNP10036 SNP10037 SNP10038
     SNP10039 SNP10040 SNP10041 SNP10042 SNP10043 SNP10044 SNP10045 SNP10046
     SNP10047 SNP10048 SNP10049 SNP10050 SNP10051 SNP10052 SNP10053 SNP10054
     SNP10055 SNP10056 SNP10057 SNP10058 SNP10059 SNP10060 SNP10061 SNP10062
     SNP10063 SNP10064 SNP10065 SNP10066 SNP10067 SNP10068 SNP10069 SNP10070
     SNP10071 SNP10072 SNP10073 SNP10074 SNP10075 SNP10076 SNP10077 SNP10078
     SNP10079 SNP10080 SNP10081 SNP10082 SNP10083 SNP10084 SNP10085 SNP10086
     SNP10087 SNP10088 SNP10089 SNP10090 SNP10091 SNP10092 SNP10093 SNP10094
     SNP10095 SNP10096 SNP10097 SNP10098 SNP10099 SNP10100 SNP10101 SNP10102
     SNP10103 SNP10104 SNP10105 SNP10106 SNP10107 SNP10108 SNP10109 SNP10110
     SNP10111 SNP10112 SNP10113 SNP10114 SNP10115 SNP10116 SNP10117 SNP10118
     SNP10119 SNP10120 SNP10121 SNP10122 SNP10123 SNP10124 SNP10125 SNP10126
     SNP10127 SNP10128 SNP10129 SNP10130 SNP10131 SNP10132 SNP10133 SNP10134
     SNP10135 SNP10136 SNP10137 SNP10138 SNP10139 SNP10140 SNP10141 SNP10142
     SNP10143 SNP10144 SNP10145 SNP10146 SNP10147 SNP10148 SNP10149 SNP10150
     SNP10151 SNP10152 SNP10153 SNP10154 SNP10155 SNP10156 SNP10157 SNP10158
     SNP10159 SNP10160 SNP10161 SNP10162 SNP10163 SNP10164 SNP10165 SNP10166
     SNP10167 SNP10168 SNP10169 SNP10170 SNP10171 SNP10172 SNP10173 SNP10174
     SNP10175 SNP10176 SNP10177 SNP10178 SNP10179 SNP10180 SNP10181 SNP10182
     SNP10183 SNP10184 SNP10185 SNP10186 SNP10187 SNP10188 SNP10189 SNP10190
     SNP10191 SNP10192 SNP10193 SNP10194 SNP10195 SNP10196 SNP10197 SNP10198
     SNP10199 SNP10200 SNP10201 SNP10202 SNP10203 SNP10204 SNP10205 SNP10206
     SNP10207 SNP10208 SNP10209 SNP10210 SNP10211 SNP10212 SNP10213 SNP10214
     SNP10215 SNP10216 SNP10217 SNP10218 SNP10219 SNP10220 SNP10221 SNP10222
     SNP10223 SNP10224 SNP10225 SNP10226 SNP10227 SNP10228 SNP10229 SNP10230
     SNP10231 SNP10232 SNP10233 SNP10234 SNP10235 SNP10236 SNP10237 SNP10238
     SNP10239 SNP10240 SNP10241 SNP10242 SNP10243 SNP10244 SNP10245 SNP10246
     SNP10247 SNP10248 SNP10249 SNP10250 SNP10251 SNP10252 SNP10253 SNP10254
     SNP10255 SNP10256 SNP10257 SNP10258 SNP10259 SNP10260 SNP10261 SNP10262
     SNP10263 SNP10264 SNP10265 SNP10266 SNP10267 SNP10268 SNP10269 SNP10270
     SNP10271 SNP10272 SNP10273 SNP10274 SNP10275 SNP10276 SNP10277 SNP10278
     SNP10279 SNP10280 SNP10281 SNP10282 SNP10283 SNP10284 SNP10285 SNP10286
     SNP10287 SNP10288 SNP10289 SNP10290 SNP10291 SNP10292 SNP10293 SNP10294
     SNP10295 SNP10296 SNP10297 SNP10298 SNP10299 SNP10300 SNP10301 SNP10302
     SNP10303 SNP10304 SNP10305 SNP10306 SNP10307 SNP10308 SNP10309 SNP10310
     SNP10311 SNP10312 SNP10313 SNP10314 SNP10315 SNP10316 SNP10317 SNP10318
     SNP10319 SNP10320 SNP10321 SNP10322 SNP10323 SNP10324 SNP10325 SNP10326
     SNP10327 SNP10328 SNP10329 SNP10330 SNP10331 SNP10332 SNP10333 SNP10334
     SNP10335 SNP10336 SNP10337 SNP10338 SNP10339 SNP10340 SNP10341 SNP10342
     SNP10343 SNP10344 SNP10345 SNP10346 SNP10347 SNP10348 SNP10349 SNP10350
     SNP10351 SNP10352 SNP10353 SNP10354 SNP10355 SNP10356 SNP10357 SNP10358
     SNP10359 SNP10360 SNP10361 SNP10362 SNP10363 SNP10364 SNP10365 SNP10366
     SNP10367 SNP10368 SNP10369 SNP10370 SNP10371 SNP10372 SNP10373 SNP10374
     SNP10375 SNP10376 SNP10377 SNP10378 SNP10379 SNP10380 SNP10381 SNP10382
     SNP10383 SNP10384 SNP10385 SNP10386 SNP10387 SNP10388 SNP10389 SNP10390
     SNP10391 SNP10392 SNP10393 SNP10394 SNP10395 SNP10396 SNP10397 SNP10398
     SNP10399 SNP10400 SNP10401 SNP10402 SNP10403 SNP10404 SNP10405 SNP10406
     SNP10407 SNP10408 SNP10409 SNP10410 SNP10411 SNP10412 SNP10413 SNP10414
     SNP10415 SNP10416 SNP10417 SNP10418 SNP10419 SNP10420 SNP10421 SNP10422
     SNP10423 SNP10424 SNP10425 SNP10426 SNP10427 SNP10428 SNP10429 SNP10430
     SNP10431 SNP10432 SNP10433 SNP10434 SNP10435 SNP10436 SNP10437 SNP10438
     SNP10439 SNP10440 SNP10441 SNP10442 SNP10443 SNP10444 SNP10445 SNP10446
     SNP10447 SNP10448 SNP10449 SNP10450 SNP10451 SNP10452 SNP10453 SNP10454
     SNP10455 SNP10456 SNP10457 SNP10458 SNP10459 SNP10460 SNP10461 SNP10462
     SNP10463 SNP10464 SNP10465 SNP10466 SNP10467 SNP10468 SNP10469 SNP10470
     SNP10471 SNP10472 SNP10473 SNP10474 SNP10475 SNP10476 SNP10477 SNP10478
     SNP10479 SNP10480 SNP10481 SNP10482 SNP10483 SNP10484 SNP10485 SNP10486
     SNP10487 SNP10488 SNP10489 SNP10490 SNP10491 SNP10492 SNP10493 SNP10494
     SNP10495 SNP10496 SNP10497 SNP10498 SNP10499 SNP10500 SNP10501 SNP10502
     SNP10503 SNP10504 SNP10505 SNP10506 SNP10507 SNP10508 SNP10509 SNP10510
     SNP10511 SNP10512 SNP10513 SNP10514 SNP10515 SNP10516 SNP10517 SNP10518
     SNP10519 SNP10520 SNP10521 SNP10522 SNP10523 SNP10524 SNP10525 SNP10526
     SNP10527 SNP10528 SNP10529 SNP10530 SNP10531 SNP10532 SNP10533 SNP10534
     SNP10535 SNP10536 SNP10537 SNP10538 SNP10539 SNP10540 SNP10541 SNP10542
     SNP10543 SNP10544 SNP10545 SNP10546 SNP10547 SNP10548 SNP10549 SNP10550
     SNP10551 SNP10552 SNP10553 SNP10554 SNP10555 SNP10556 SNP10557 SNP10558
     SNP10559 SNP10560 SNP10561 SNP10562 SNP10563 SNP10564 SNP10565 SNP10566
     SNP10567 SNP10568 SNP10569 SNP10570 SNP10571 SNP10572 SNP10573 SNP10574
     SNP10575 SNP10576 SNP10577 SNP10578 SNP10579 SNP10580 SNP10581 SNP10582
     SNP10583 SNP10584 SNP10585 SNP10586 SNP10587 SNP10588 SNP10589 SNP10590
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     SNP10599 SNP10600 SNP10601 SNP10602 SNP10603 SNP10604 SNP10605 SNP10606
     SNP10607 SNP10608 SNP10609 SNP10610 SNP10611 SNP10612 SNP10613 SNP10614
     SNP10615 SNP10616 SNP10617 SNP10618 SNP10619 SNP10620 SNP10621 SNP10622
     SNP10623 SNP10624 SNP10625 SNP10626 SNP10627 SNP10628 SNP10629 SNP10630
     SNP10631 SNP10632 SNP10633 SNP10634 SNP10635 SNP10636 SNP10637 SNP10638
     SNP10639 SNP10640 SNP10641 SNP10642 SNP10643 SNP10644 SNP10645 SNP10646
     SNP10647 SNP10648 SNP10649 SNP10650 SNP10651 SNP10652 SNP10653 SNP10654
     SNP10655 SNP10656 SNP10657 SNP10658 SNP10659 SNP10660 SNP10661 SNP10662
     SNP10663 SNP10664 SNP10665 SNP10666 SNP10667 SNP10668 SNP10669 SNP10670
     SNP10671 SNP10672 SNP10673 SNP10674 SNP10675 SNP10676 SNP10677 SNP10678
     SNP10679 SNP10680 SNP10681 SNP10682 SNP10683 SNP10684 SNP10685 SNP10686
     SNP10687 SNP10688 SNP10689 SNP10690 SNP10691 SNP10692 SNP10693 SNP10694
     SNP10695 SNP10696 SNP10697 SNP10698 SNP10699 SNP10700 SNP10701 SNP10702
     SNP10703 SNP10704 SNP10705 SNP10706 SNP10707 SNP10708 SNP10709 SNP10710
     SNP10711 SNP10712 SNP10713 SNP10714 SNP10715 SNP10716 SNP10717 SNP10718
     SNP10719 SNP10720 SNP10721 SNP10722 SNP10723 SNP10724 SNP10725 SNP10726
     SNP10727 SNP10728 SNP10729 SNP10730 SNP10731 SNP10732 SNP10733 SNP10734
     SNP10735 SNP10736 SNP10737 SNP10738 SNP10739 SNP10740 SNP10741 SNP10742
     SNP10743 SNP10744 SNP10745 SNP10746 SNP10747 SNP10748 SNP10749 SNP10750
     SNP10751 SNP10752 SNP10753 SNP10754 SNP10755 SNP10756 SNP10757 SNP10758
     SNP10759 SNP10760 SNP10761 SNP10762 SNP10763 SNP10764 SNP10765 SNP10766
     SNP10767 SNP10768 SNP10769 SNP10770 SNP10771 SNP10772 SNP10773 SNP10774
     SNP10775 SNP10776 SNP10777 SNP10778 SNP10779 SNP10780 SNP10781 SNP10782
     SNP10783 SNP10784 SNP10785 SNP10786 SNP10787 SNP10788 SNP10789 SNP10790
     SNP10791 SNP10792 SNP10793 SNP10794 SNP10795 SNP10796 SNP10797 SNP10798
     SNP10799 SNP10800 SNP10801 SNP10802 SNP10803 SNP10804 SNP10805 SNP10806
     SNP10807 SNP10808 SNP10809 SNP10810 SNP10811 SNP10812 SNP10813 SNP10814
     SNP10815 SNP10816 SNP10817 SNP10818 SNP10819 SNP10820 SNP10821 SNP10822
     SNP10823 SNP10824 SNP10825 SNP10826 SNP10827 SNP10828 SNP10829 SNP10830
     SNP10831 SNP10832 SNP10833 SNP10834 SNP10835 SNP10836 SNP10837 SNP10838
     SNP10839 SNP10840 SNP10841 SNP10842 SNP10843 SNP10844 SNP10845 SNP10846
     SNP10847 SNP10848 SNP10849 SNP10850 SNP10851 SNP10852 SNP10853 SNP10854
     SNP10855 SNP10856 SNP10857 SNP10858 SNP10859 SNP10860 SNP10861 SNP10862
     SNP10863 SNP10864 SNP10865 SNP10866 SNP10867 SNP10868 SNP10869 SNP10870
     SNP10871 SNP10872 SNP10873 SNP10874 SNP10875 SNP10876 SNP10877 SNP10878
     SNP10879 SNP10880 SNP10881 SNP10882 SNP10883 SNP10884 SNP10885 SNP10886
     SNP10887 SNP10888 SNP10889 SNP10890 SNP10891 SNP10892 SNP10893 SNP10894
     SNP10895 SNP10896 SNP10897 SNP10898 SNP10899 SNP10900 SNP10901 SNP10902
     SNP10903 SNP10904 SNP10905 SNP10906 SNP10907 SNP10908 SNP10909 SNP10910
     SNP10911 SNP10912 SNP10913 SNP10914 SNP10915 SNP10916 SNP10917 SNP10918
     SNP10919 SNP10920 SNP10921 SNP10922 SNP10923 SNP10924 SNP10925 SNP10926
     SNP10927 SNP10928 SNP10929 SNP10930 SNP10931 SNP10932 SNP10933 SNP10934
     SNP10935 SNP10936 SNP10937 SNP10938 SNP10939 SNP10940 SNP10941 SNP10942
     SNP10943 SNP10944 SNP10945 SNP10946 SNP10947 SNP10948 SNP10949 SNP10950
     SNP10951 SNP10952 SNP10953 SNP10954 SNP10955 SNP10956 SNP10957 SNP10958
     SNP10959 SNP10960 SNP10961 SNP10962 SNP10963 SNP10964 SNP10965 SNP10966
     SNP10967 SNP10968 SNP10969 SNP10970 SNP10971 SNP10972 SNP10973 SNP10974
     SNP10975 SNP10976 SNP10977 SNP10978 SNP10979 SNP10980 SNP10981 SNP10982
     SNP10983 SNP10984 SNP10985 SNP10986 SNP10987 SNP10988 SNP10989 SNP10990
     SNP10991 SNP10992 SNP10993 SNP10994 SNP10995 SNP10996 SNP10997 SNP10998
     SNP10999 SNP11000 SNP11001 SNP11002 SNP11003 SNP11004 SNP11005 SNP11006
     SNP11007 SNP11008 SNP11009 SNP11010 SNP11011 SNP11012 SNP11013 SNP11014
     SNP11015 SNP11016 SNP11017 SNP11018 SNP11019 SNP11020 SNP11021 SNP11022
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     SNP13455 SNP13456 SNP13457 SNP13458 SNP13459 SNP13460 SNP13461 SNP13462
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     SNP14087 SNP14088 SNP14089 SNP14090 SNP14091 SNP14092 SNP14093 SNP14094
     SNP14095 SNP14096 SNP14097 SNP14098 SNP14099 SNP14100 SNP14101 SNP14102
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     SNP14111 SNP14112 SNP14113 SNP14114 SNP14115 SNP14116 SNP14117 SNP14118
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     SNP14215 SNP14216 SNP14217 SNP14218 SNP14219 SNP14220 SNP14221 SNP14222
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     SNP14319 SNP14320 SNP14321 SNP14322 SNP14323 SNP14324 SNP14325 SNP14326
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     SNP14351 SNP14352 SNP14353 SNP14354 SNP14355 SNP14356 SNP14357 SNP14358
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     SNP14375 SNP14376 SNP14377 SNP14378 SNP14379 SNP14380 SNP14381 SNP14382
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     SNP14415 SNP14416 SNP14417 SNP14418 SNP14419 SNP14420 SNP14421 SNP14422
     SNP14423 SNP14424 SNP14425 SNP14426 SNP14427 SNP14428 SNP14429 SNP14430
     SNP14431 SNP14432 SNP14433 SNP14434 SNP14435 SNP14436 SNP14437 SNP14438
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     SNP14447 SNP14448 SNP14449 SNP14450 SNP14451 SNP14452 SNP14453 SNP14454
     SNP14455 SNP14456 SNP14457 SNP14458 SNP14459 SNP14460 SNP14461 SNP14462
     SNP14463 SNP14464 SNP14465 SNP14466 SNP14467 SNP14468 SNP14469 SNP14470
     SNP14471 SNP14472 SNP14473 SNP14474 SNP14475 SNP14476 SNP14477 SNP14478
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     SNP14487 SNP14488 SNP14489 SNP14490 SNP14491 SNP14492 SNP14493 SNP14494
     SNP14495 SNP14496 SNP14497 SNP14498 SNP14499 SNP14500 SNP14501 SNP14502
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     SNP14511 SNP14512 SNP14513 SNP14514 SNP14515 SNP14516 SNP14517 SNP14518
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     SNP14527 SNP14528 SNP14529 SNP14530 SNP14531 SNP14532 SNP14533 SNP14534
     SNP14535 SNP14536 SNP14537 SNP14538 SNP14539 SNP14540 SNP14541 SNP14542
     SNP14543 SNP14544 SNP14545 SNP14546 SNP14547 SNP14548 SNP14549 SNP14550
     SNP14551 SNP14552 SNP14553 SNP14554 SNP14555 SNP14556 SNP14557 SNP14558
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     SNP14567 SNP14568 SNP14569 SNP14570 SNP14571 SNP14572 SNP14573 SNP14574
     SNP14575 SNP14576 SNP14577 SNP14578 SNP14579 SNP14580 SNP14581 SNP14582
     SNP14583 SNP14584 SNP14585 SNP14586 SNP14587 SNP14588 SNP14589 SNP14590
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     SNP14599 SNP14600 SNP14601 SNP14602 SNP14603 SNP14604 SNP14605 SNP14606
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     SNP14615 SNP14616 SNP14617 SNP14618 SNP14619 SNP14620 SNP14621 SNP14622
     SNP14623 SNP14624 SNP14625 SNP14626 SNP14627 SNP14628 SNP14629 SNP14630
     SNP14631 SNP14632 SNP14633 SNP14634 SNP14635 SNP14636 SNP14637 SNP14638
     SNP14639 SNP14640 SNP14641 SNP14642 SNP14643 SNP14644 SNP14645 SNP14646
     SNP14647 SNP14648 SNP14649 SNP14650 SNP14651 SNP14652 SNP14653 SNP14654
     SNP14655 SNP14656 SNP14657 SNP14658 SNP14659 SNP14660 SNP14661 SNP14662
     SNP14663 SNP14664 SNP14665 SNP14666 SNP14667 SNP14668 SNP14669 SNP14670
     SNP14671 SNP14672 SNP14673 SNP14674 SNP14675 SNP14676 SNP14677 SNP14678
     SNP14679 SNP14680 SNP14681 SNP14682 SNP14683 SNP14684 SNP14685 SNP14686
     SNP14687 SNP14688 SNP14689 SNP14690 SNP14691 SNP14692 SNP14693 SNP14694
     SNP14695 SNP14696 SNP14697 SNP14698 SNP14699 SNP14700 SNP14701 SNP14702
     SNP14703 SNP14704 SNP14705 SNP14706 SNP14707 SNP14708 SNP14709 SNP14710
     SNP14711 SNP14712 SNP14713 SNP14714 SNP14715 SNP14716 SNP14717 SNP14718
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     SNP14727 SNP14728 SNP14729 SNP14730 SNP14731 SNP14732 SNP14733 SNP14734
     SNP14735 SNP14736 SNP14737 SNP14738 SNP14739 SNP14740 SNP14741 SNP14742
     SNP14743 SNP14744 SNP14745 SNP14746 SNP14747 SNP14748 SNP14749 SNP14750
     SNP14751 SNP14752 SNP14753 SNP14754 SNP14755 SNP14756 SNP14757 SNP14758
     SNP14759 SNP14760 SNP14761 SNP14762 SNP14763 SNP14764 SNP14765 SNP14766
     SNP14767 SNP14768 SNP14769 SNP14770 SNP14771 SNP14772 SNP14773 SNP14774
     SNP14775 SNP14776 SNP14777 SNP14778 SNP14779 SNP14780 SNP14781 SNP14782
     SNP14783 SNP14784 SNP14785 SNP14786 SNP14787 SNP14788 SNP14789 SNP14790
     SNP14791 SNP14792 SNP14793 SNP14794 SNP14795 SNP14796 SNP14797 SNP14798
     SNP14799 SNP14800 SNP14801 SNP14802 SNP14803 SNP14804 SNP14805 SNP14806
     SNP14807 SNP14808 SNP14809 SNP14810 SNP14811 SNP14812 SNP14813 SNP14814
     SNP14815 SNP14816 SNP14817 SNP14818 SNP14819 SNP14820 SNP14821 SNP14822
     SNP14823 SNP14824 SNP14825 SNP14826 SNP14827 SNP14828 SNP14829 SNP14830
     SNP14831 SNP14832 SNP14833 SNP14834 SNP14835 SNP14836 SNP14837 SNP14838
     SNP14839 SNP14840 SNP14841 SNP14842 SNP14843 SNP14844 SNP14845 SNP14846
     SNP14847 SNP14848 SNP14849 SNP14850 SNP14851 SNP14852 SNP14853 SNP14854
     SNP14855 SNP14856 SNP14857 SNP14858 SNP14859 SNP14860 SNP14861 SNP14862
     SNP14863 SNP14864 SNP14865 SNP14866 SNP14867 SNP14868 SNP14869 SNP14870
     SNP14871 SNP14872 SNP14873 SNP14874 SNP14875 SNP14876 SNP14877 SNP14878
     SNP14879 SNP14880 SNP14881 SNP14882 SNP14883 SNP14884 SNP14885 SNP14886
     SNP14887 SNP14888 SNP14889 SNP14890 SNP14891 SNP14892 SNP14893 SNP14894
     SNP14895 SNP14896 SNP14897 SNP14898 SNP14899 SNP14900 SNP14901 SNP14902
     SNP14903 SNP14904 SNP14905 SNP14906 SNP14907 SNP14908 SNP14909 SNP14910
     SNP14911 SNP14912 SNP14913 SNP14914 SNP14915 SNP14916 SNP14917 SNP14918
     SNP14919 SNP14920 SNP14921 SNP14922 SNP14923 SNP14924 SNP14925 SNP14926
     SNP14927 SNP14928 SNP14929 SNP14930 SNP14931 SNP14932 SNP14933 SNP14934
     SNP14935 SNP14936 SNP14937 SNP14938 SNP14939 SNP14940 SNP14941 SNP14942
     SNP14943 SNP14944 SNP14945 SNP14946 SNP14947 SNP14948 SNP14949 SNP14950
     SNP14951 SNP14952 SNP14953 SNP14954 SNP14955 SNP14956 SNP14957 SNP14958
     SNP14959 SNP14960 SNP14961 SNP14962 SNP14963 SNP14964 SNP14965 SNP14966
     SNP14967 SNP14968 SNP14969 SNP14970 SNP14971 SNP14972 SNP14973 SNP14974
     SNP14975 SNP14976 SNP14977 SNP14978 SNP14979 SNP14980 SNP14981 SNP14982
     SNP14983 SNP14984 SNP14985 SNP14986 SNP14987 SNP14988 SNP14989 SNP14990
     SNP14991 SNP14992 SNP14993 SNP14994 SNP14995 SNP14996 SNP14997 SNP14998
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     SNP15007 SNP15008 SNP15009 SNP15010 SNP15011 SNP15012 SNP15013 SNP15014
     SNP15015 SNP15016 SNP15017 SNP15018 SNP15019 SNP15020 SNP15021 SNP15022
     SNP15023 SNP15024 SNP15025 SNP15026 SNP15027 SNP15028 SNP15029 SNP15030
     SNP15031 SNP15032 SNP15033 SNP15034 SNP15035 SNP15036 SNP15037 SNP15038
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     SNP15055 SNP15056 SNP15057 SNP15058 SNP15059 SNP15060 SNP15061 SNP15062
     SNP15063 SNP15064 SNP15065 SNP15066 SNP15067 SNP15068 SNP15069 SNP15070
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     SNP15087 SNP15088 SNP15089 SNP15090 SNP15091 SNP15092 SNP15093 SNP15094
     SNP15095 SNP15096 SNP15097 SNP15098 SNP15099 SNP15100 SNP15101 SNP15102
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     SNP15119 SNP15120 SNP15121 SNP15122 SNP15123 SNP15124 SNP15125 SNP15126
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     SNP15615 SNP15616 SNP15617 SNP15618 SNP15619 SNP15620 SNP15621 SNP15622
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     SNP15759 SNP15760 SNP15761 SNP15762 SNP15763 SNP15764 SNP15765 SNP15766
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     SNP15775 SNP15776 SNP15777 SNP15778 SNP15779 SNP15780 SNP15781 SNP15782
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     SNP15799 SNP15800 SNP15801 SNP15802 SNP15803 SNP15804 SNP15805 SNP15806
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     SNP15823 SNP15824 SNP15825 SNP15826 SNP15827 SNP15828 SNP15829 SNP15830
     SNP15831 SNP15832 SNP15833 SNP15834 SNP15835 SNP15836 SNP15837 SNP15838
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     SNP15847 SNP15848 SNP15849 SNP15850 SNP15851 SNP15852 SNP15853 SNP15854
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     SNP16943 SNP16944 SNP16945 SNP16946 SNP16947 SNP16948 SNP16949 SNP16950
     SNP16951 SNP16952 SNP16953 SNP16954 SNP16955 SNP16956 SNP16957 SNP16958
     SNP16959 SNP16960 SNP16961 SNP16962 SNP16963 SNP16964 SNP16965 SNP16966
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     SNP16975 SNP16976 SNP16977 SNP16978 SNP16979 SNP16980 SNP16981 SNP16982
     SNP16983 SNP16984 SNP16985 SNP16986 SNP16987 SNP16988 SNP16989 SNP16990
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     SNP17943 SNP17944 SNP17945 SNP17946 SNP17947 SNP17948 SNP17949 SNP17950
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     SNP17959 SNP17960 SNP17961 SNP17962 SNP17963 SNP17964 SNP17965 SNP17966
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     SNP17975 SNP17976 SNP17977 SNP17978 SNP17979 SNP17980 SNP17981 SNP17982
     SNP17983 SNP17984 SNP17985 SNP17986 SNP17987 SNP17988 SNP17989 SNP17990
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     SNP17999 SNP18000 SNP18001 SNP18002 SNP18003 SNP18004 SNP18005 SNP18006
     SNP18007 SNP18008 SNP18009 SNP18010 SNP18011 SNP18012 SNP18013 SNP18014
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     SNP18023 SNP18024 SNP18025 SNP18026 SNP18027 SNP18028 SNP18029 SNP18030
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     SNP18095 SNP18096 SNP18097 SNP18098 SNP18099 SNP18100 SNP18101 SNP18102
     SNP18103 SNP18104 SNP18105 SNP18106 SNP18107 SNP18108 SNP18109 SNP18110
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     SNP18119 SNP18120 SNP18121 SNP18122 SNP18123 SNP18124 SNP18125 SNP18126
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     SNP18135 SNP18136 SNP18137 SNP18138 SNP18139 SNP18140 SNP18141 SNP18142
     SNP18143 SNP18144 SNP18145 SNP18146 SNP18147 SNP18148 SNP18149 SNP18150
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     SNP18167 SNP18168 SNP18169 SNP18170 SNP18171 SNP18172 SNP18173 SNP18174
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     SNP18191 SNP18192 SNP18193 SNP18194 SNP18195 SNP18196 SNP18197 SNP18198
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     SNP18215 SNP18216 SNP18217 SNP18218 SNP18219 SNP18220 SNP18221 SNP18222
     SNP18223 SNP18224 SNP18225 SNP18226 SNP18227 SNP18228 SNP18229 SNP18230
     SNP18231 SNP18232 SNP18233 SNP18234 SNP18235 SNP18236 SNP18237 SNP18238
     SNP18239 SNP18240 SNP18241 SNP18242 SNP18243 SNP18244 SNP18245 SNP18246
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     SNP24543 SNP24544 SNP24545 SNP24546 SNP24547 SNP24548 SNP24549 SNP24550
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     SNP26463 SNP26464 SNP26465 SNP26466 SNP26467 SNP26468 SNP26469 SNP26470
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     SNP26487 SNP26488 SNP26489 SNP26490 SNP26491 SNP26492 SNP26493 SNP26494
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     SNP26623 SNP26624 SNP26625 SNP26626 SNP26627 SNP26628 SNP26629 SNP26630
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     SNP26911 SNP26912 SNP26913 SNP26914 SNP26915 SNP26916 SNP26917 SNP26918
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     SNP26943 SNP26944 SNP26945 SNP26946 SNP26947 SNP26948 SNP26949 SNP26950
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     SNP26959 SNP26960 SNP26961 SNP26962 SNP26963 SNP26964 SNP26965 SNP26966
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     SNP27879 SNP27880 SNP27881 SNP27882 SNP27883 SNP27884 SNP27885 SNP27886
     SNP27887 SNP27888 SNP27889 SNP27890 SNP27891 SNP27892 SNP27893 SNP27894
     SNP27895 SNP27896 SNP27897 SNP27898 SNP27899 SNP27900 SNP27901 SNP27902
     SNP27903 SNP27904 SNP27905 SNP27906 SNP27907 SNP27908 SNP27909 SNP27910
     SNP27911 SNP27912 SNP27913 SNP27914 SNP27915 SNP27916 SNP27917 SNP27918
     SNP27919 SNP27920 SNP27921 SNP27922 SNP27923 SNP27924 SNP27925 SNP27926
     SNP27927 SNP27928 SNP27929 SNP27930 SNP27931 SNP27932 SNP27933 SNP27934
     SNP27935 SNP27936 SNP27937 SNP27938 SNP27939 SNP27940 SNP27941 SNP27942
     SNP27943 SNP27944 SNP27945 SNP27946 SNP27947 SNP27948 SNP27949 SNP27950
     SNP27951 SNP27952 SNP27953 SNP27954 SNP27955 SNP27956 SNP27957 SNP27958
     SNP27959 SNP27960 SNP27961 SNP27962 SNP27963 SNP27964 SNP27965 SNP27966
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     SNP27975 SNP27976 SNP27977 SNP27978 SNP27979 SNP27980 SNP27981 SNP27982
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     SNP27999 SNP28000 SNP28001 SNP28002 SNP28003 SNP28004 SNP28005 SNP28006
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     SNP28047 SNP28048 SNP28049 SNP28050 SNP28051 SNP28052 SNP28053 SNP28054
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     SNP28063 SNP28064 SNP28065 SNP28066 SNP28067 SNP28068 SNP28069 SNP28070
     SNP28071 SNP28072 SNP28073 SNP28074 SNP28075 SNP28076 SNP28077 SNP28078
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     SNP28087 SNP28088 SNP28089 SNP28090 SNP28091 SNP28092 SNP28093 SNP28094
     SNP28095 SNP28096 SNP28097 SNP28098 SNP28099 SNP28100 SNP28101 SNP28102
     SNP28103 SNP28104 SNP28105 SNP28106 SNP28107 SNP28108 SNP28109 SNP28110
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     SNP28119 SNP28120 SNP28121 SNP28122 SNP28123 SNP28124 SNP28125 SNP28126
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     SNP28191 SNP28192 SNP28193 SNP28194 SNP28195 SNP28196 SNP28197 SNP28198
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     SNP28207 SNP28208 SNP28209 SNP28210 SNP28211 SNP28212 SNP28213 SNP28214
     SNP28215 SNP28216 SNP28217 SNP28218 SNP28219 SNP28220 SNP28221 SNP28222
     SNP28223 SNP28224 SNP28225 SNP28226 SNP28227 SNP28228 SNP28229 SNP28230
     SNP28231 SNP28232 SNP28233 SNP28234 SNP28235 SNP28236 SNP28237 SNP28238
     SNP28239 SNP28240 SNP28241 SNP28242 SNP28243 SNP28244 SNP28245 SNP28246
     SNP28247 SNP28248 SNP28249 SNP28250 SNP28251 SNP28252 SNP28253 SNP28254
     SNP28255 SNP28256 SNP28257 SNP28258 SNP28259 SNP28260 SNP28261 SNP28262
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     SNP28279 SNP28280 SNP28281 SNP28282 SNP28283 SNP28284 SNP28285 SNP28286
     SNP28287 SNP28288 SNP28289 SNP28290 SNP28291 SNP28292 SNP28293 SNP28294
     SNP28295 SNP28296 SNP28297 SNP28298 SNP28299 SNP28300 SNP28301 SNP28302
     SNP28303 SNP28304 SNP28305 SNP28306 SNP28307 SNP28308 SNP28309 SNP28310
     SNP28311 SNP28312 SNP28313 SNP28314 SNP28315 SNP28316 SNP28317 SNP28318
     SNP28319 SNP28320 SNP28321 SNP28322 SNP28323 SNP28324 SNP28325 SNP28326
     SNP28327 SNP28328 SNP28329 SNP28330 SNP28331 SNP28332 SNP28333 SNP28334
     SNP28335 SNP28336 SNP28337 SNP28338 SNP28339 SNP28340 SNP28341 SNP28342
     SNP28343 SNP28344 SNP28345 SNP28346 SNP28347 SNP28348 SNP28349 SNP28350
     SNP28351 SNP28352 SNP28353 SNP28354 SNP28355 SNP28356 SNP28357 SNP28358
     SNP28359 SNP28360 SNP28361 SNP28362 SNP28363 SNP28364 SNP28365 SNP28366
     SNP28367 SNP28368 SNP28369 SNP28370 SNP28371 SNP28372 SNP28373 SNP28374
     SNP28375 SNP28376 SNP28377 SNP28378 SNP28379 SNP28380 SNP28381 SNP28382
     SNP28383 SNP28384 SNP28385 SNP28386 SNP28387 SNP28388 SNP28389 SNP28390
     SNP28391 SNP28392 SNP28393 SNP28394 SNP28395 SNP28396 SNP28397 SNP28398
     SNP28399 SNP28400 SNP28401 SNP28402 SNP28403 SNP28404 SNP28405 SNP28406
     SNP28407 SNP28408 SNP28409 SNP28410 SNP28411 SNP28412 SNP28413 SNP28414
     SNP28415 SNP28416 SNP28417 SNP28418 SNP28419 SNP28420 SNP28421 SNP28422
     SNP28423 SNP28424 SNP28425 SNP28426 SNP28427 SNP28428 SNP28429 SNP28430
     SNP28431 SNP28432 SNP28433 SNP28434 SNP28435 SNP28436 SNP28437 SNP28438
     SNP28439 SNP28440 SNP28441 SNP28442 SNP28443 SNP28444 SNP28445 SNP28446
     SNP28447 SNP28448 SNP28449 SNP28450 SNP28451 SNP28452 SNP28453 SNP28454
     SNP28455 SNP28456 SNP28457 SNP28458 SNP28459 SNP28460 SNP28461 SNP28462
     SNP28463 SNP28464 SNP28465 SNP28466 SNP28467 SNP28468 SNP28469 SNP28470
     SNP28471 SNP28472 SNP28473 SNP28474 SNP28475 SNP28476 SNP28477 SNP28478
     SNP28479 SNP28480 SNP28481 SNP28482 SNP28483 SNP28484 SNP28485 SNP28486
     SNP28487 SNP28488 SNP28489 SNP28490 SNP28491 SNP28492 SNP28493 SNP28494
     SNP28495 SNP28496 SNP28497 SNP28498 SNP28499 SNP28500 SNP28501 SNP28502
     SNP28503 SNP28504 SNP28505 SNP28506 SNP28507 SNP28508 SNP28509 SNP28510
     SNP28511 SNP28512 SNP28513 SNP28514 SNP28515 SNP28516 SNP28517 SNP28518
     SNP28519 SNP28520 SNP28521 SNP28522 SNP28523 SNP28524 SNP28525 SNP28526
     SNP28527 SNP28528 SNP28529 SNP28530 SNP28531 SNP28532 SNP28533 SNP28534
     SNP28535 SNP28536 SNP28537 SNP28538 SNP28539 SNP28540 SNP28541 SNP28542
     SNP28543 SNP28544 SNP28545 SNP28546 SNP28547 SNP28548 SNP28549 SNP28550
     SNP28551 SNP28552 SNP28553 SNP28554 SNP28555 SNP28556 SNP28557 SNP28558
     SNP28559 SNP28560 SNP28561 SNP28562 SNP28563 SNP28564 SNP28565 SNP28566
     SNP28567 SNP28568 SNP28569 SNP28570 SNP28571 SNP28572 SNP28573 SNP28574
     SNP28575 SNP28576 SNP28577 SNP28578 SNP28579 SNP28580 SNP28581 SNP28582
     SNP28583 SNP28584 SNP28585 SNP28586 SNP28587 SNP28588 SNP28589 SNP28590
     SNP28591 SNP28592 SNP28593 SNP28594 SNP28595 SNP28596 SNP28597 SNP28598
     SNP28599 SNP28600 SNP28601 SNP28602 SNP28603 SNP28604 SNP28605 SNP28606
     SNP28607 SNP28608 SNP28609 SNP28610 SNP28611 SNP28612 SNP28613 SNP28614
     SNP28615 SNP28616 SNP28617 SNP28618 SNP28619 SNP28620 SNP28621 SNP28622
     SNP28623 SNP28624 SNP28625 SNP28626 SNP28627 SNP28628 SNP28629 SNP28630
     SNP28631 SNP28632 SNP28633 SNP28634 SNP28635 SNP28636 SNP28637 SNP28638
     SNP28639 SNP28640 SNP28641 SNP28642 SNP28643 SNP28644 SNP28645 SNP28646
     SNP28647 SNP28648 SNP28649 SNP28650 SNP28651 SNP28652 SNP28653 SNP28654
     SNP28655 SNP28656 SNP28657 SNP28658 SNP28659 SNP28660 SNP28661 SNP28662
     SNP28663 SNP28664 SNP28665 SNP28666 SNP28667 SNP28668 SNP28669 SNP28670
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     SNP28679 SNP28680 SNP28681 SNP28682 SNP28683 SNP28684 SNP28685 SNP28686
     SNP28687 SNP28688 SNP28689 SNP28690 SNP28691 SNP28692 SNP28693 SNP28694
     SNP28695 SNP28696 SNP28697 SNP28698 SNP28699 SNP28700 SNP28701 SNP28702
     SNP28703 SNP28704 SNP28705 SNP28706 SNP28707 SNP28708 SNP28709 SNP28710
     SNP28711 SNP28712 SNP28713 SNP28714 SNP28715 SNP28716 SNP28717 SNP28718
     SNP28719 SNP28720 SNP28721 SNP28722 SNP28723 SNP28724 SNP28725 SNP28726
     SNP28727 SNP28728 SNP28729 SNP28730 SNP28731 SNP28732 SNP28733 SNP28734
     SNP28735 SNP28736 SNP28737 SNP28738 SNP28739 SNP28740 SNP28741 SNP28742
     SNP28743 SNP28744 SNP28745 SNP28746 SNP28747 SNP28748 SNP28749 SNP28750
     SNP28751 SNP28752 SNP28753 SNP28754 SNP28755 SNP28756 SNP28757 SNP28758
     SNP28759 SNP28760 SNP28761 SNP28762 SNP28763 SNP28764 SNP28765 SNP28766
     SNP28767 SNP28768 SNP28769 SNP28770 SNP28771 SNP28772 SNP28773 SNP28774
     SNP28775 SNP28776 SNP28777 SNP28778 SNP28779 SNP28780 SNP28781 SNP28782
     SNP28783 SNP28784 SNP28785 SNP28786 SNP28787 SNP28788 SNP28789 SNP28790
     SNP28791 SNP28792 SNP28793 SNP28794 SNP28795 SNP28796 SNP28797 SNP28798
     SNP28799 SNP28800 SNP28801 SNP28802 SNP28803 SNP28804 SNP28805 SNP28806
     SNP28807 SNP28808 SNP28809 SNP28810 SNP28811 SNP28812 SNP28813 SNP28814
     SNP28815 SNP28816 SNP28817 SNP28818 SNP28819 SNP28820 SNP28821 SNP28822
     SNP28823 SNP28824 SNP28825 SNP28826 SNP28827 SNP28828 SNP28829 SNP28830
     SNP28831 SNP28832 SNP28833 SNP28834 SNP28835 SNP28836 SNP28837 SNP28838
     SNP28839 SNP28840 SNP28841 SNP28842 SNP28843 SNP28844 SNP28845 SNP28846
     SNP28847 SNP28848 SNP28849 SNP28850 SNP28851 SNP28852 SNP28853 SNP28854
     SNP28855 SNP28856 SNP28857 SNP28858 SNP28859 SNP28860 SNP28861 SNP28862
     SNP28863 SNP28864 SNP28865 SNP28866 SNP28867 SNP28868 SNP28869 SNP28870
     SNP28871 SNP28872 SNP28873 SNP28874 SNP28875 SNP28876 SNP28877 SNP28878
     SNP28879 SNP28880 SNP28881 SNP28882 SNP28883 SNP28884 SNP28885 SNP28886
     SNP28887 SNP28888 SNP28889 SNP28890 SNP28891 SNP28892 SNP28893 SNP28894
     SNP28895 SNP28896 SNP28897 SNP28898 SNP28899 SNP28900 SNP28901 SNP28902
     SNP28903 SNP28904 SNP28905 SNP28906 SNP28907 SNP28908 SNP28909 SNP28910
     SNP28911 SNP28912 SNP28913 SNP28914 SNP28915 SNP28916 SNP28917 SNP28918
     SNP28919 SNP28920 SNP28921 SNP28922 SNP28923 SNP28924 SNP28925 SNP28926
     SNP28927 SNP28928 SNP28929 SNP28930 SNP28931 SNP28932 SNP28933 SNP28934
     SNP28935 SNP28936 SNP28937 SNP28938 SNP28939 SNP28940 SNP28941 SNP28942
     SNP28943 SNP28944 SNP28945 SNP28946 SNP28947 SNP28948 SNP28949 SNP28950
     SNP28951 SNP28952 SNP28953 SNP28954 SNP28955 SNP28956 SNP28957 SNP28958
     SNP28959 SNP28960 SNP28961 SNP28962 SNP28963 SNP28964 SNP28965 SNP28966
     SNP28967 SNP28968 SNP28969 SNP28970 SNP28971 SNP28972 SNP28973 SNP28974
     SNP28975 SNP28976 SNP28977 SNP28978 SNP28979 SNP28980 SNP28981 SNP28982
     SNP28983 SNP28984 SNP28985 SNP28986 SNP28987 SNP28988 SNP28989 SNP28990
     SNP28991 SNP28992 SNP28993 SNP28994 SNP28995 SNP28996 SNP28997 SNP28998
     SNP28999 SNP29000 SNP29001 SNP29002 SNP29003 SNP29004 SNP29005 SNP29006
     SNP29007 SNP29008 SNP29009 SNP29010 SNP29011 SNP29012 SNP29013 SNP29014
     SNP29015 SNP29016 SNP29017 SNP29018 SNP29019 SNP29020 SNP29021 SNP29022
     SNP29023 SNP29024 SNP29025 SNP29026 SNP29027 SNP29028 SNP29029 SNP29030
     SNP29031 SNP29032 SNP29033 SNP29034 SNP29035 SNP29036 SNP29037 SNP29038
     SNP29039 SNP29040 SNP29041 SNP29042 SNP29043 SNP29044 SNP29045 SNP29046
     SNP29047 SNP29048 SNP29049 SNP29050 SNP29051 SNP29052 SNP29053 SNP29054
     SNP29055 SNP29056 SNP29057 SNP29058 SNP29059 SNP29060 SNP29061 SNP29062
     SNP29063 SNP29064 SNP29065 SNP29066 SNP29067 SNP29068 SNP29069 SNP29070
     SNP29071 SNP29072 SNP29073 SNP29074 SNP29075 SNP29076 SNP29077 SNP29078
     SNP29079 SNP29080 SNP29081 SNP29082 SNP29083 SNP29084 SNP29085 SNP29086
     SNP29087 SNP29088 SNP29089 SNP29090 SNP29091 SNP29092 SNP29093 SNP29094
     SNP29095 SNP29096 SNP29097 SNP29098 SNP29099 SNP29100 SNP29101 SNP29102
     SNP29103 SNP29104 SNP29105 SNP29106 SNP29107 SNP29108 SNP29109 SNP29110
     SNP29111 SNP29112 SNP29113 SNP29114 SNP29115 SNP29116 SNP29117 SNP29118
     SNP29119 SNP29120 SNP29121 SNP29122 SNP29123 SNP29124 SNP29125 SNP29126
     SNP29127 SNP29128 SNP29129 SNP29130 SNP29131 SNP29132 SNP29133 SNP29134
     SNP29135 SNP29136 SNP29137 SNP29138 SNP29139 SNP29140 SNP29141 SNP29142
     SNP29143 SNP29144 SNP29145 SNP29146 SNP29147 SNP29148 SNP29149 SNP29150
     SNP29151 SNP29152 SNP29153 SNP29154 SNP29155 SNP29156 SNP29157 SNP29158
     SNP29159 SNP29160 SNP29161 SNP29162 SNP29163 SNP29164 SNP29165 SNP29166
     SNP29167 SNP29168 SNP29169 SNP29170 SNP29171 SNP29172 SNP29173 SNP29174
     SNP29175 SNP29176 SNP29177 SNP29178 SNP29179 SNP29180 SNP29181 SNP29182
     SNP29183 SNP29184 SNP29185 SNP29186 SNP29187 SNP29188 SNP29189 SNP29190
     SNP29191 SNP29192 SNP29193 SNP29194 SNP29195 SNP29196 SNP29197 SNP29198
     SNP29199 SNP29200 SNP29201 SNP29202 SNP29203 SNP29204 SNP29205 SNP29206
     SNP29207 SNP29208 SNP29209 SNP29210 SNP29211 SNP29212 SNP29213 SNP29214
     SNP29215 SNP29216 SNP29217 SNP29218 SNP29219 SNP29220 SNP29221 SNP29222
     SNP29223 SNP29224 SNP29225 SNP29226 SNP29227 SNP29228 SNP29229 SNP29230
     SNP29231 SNP29232 SNP29233 SNP29234 SNP29235 SNP29236 SNP29237 SNP29238
     SNP29239 SNP29240 SNP29241 SNP29242 SNP29243 SNP29244 SNP29245 SNP29246
     SNP29247 SNP29248 SNP29249 SNP29250 SNP29251 SNP29252 SNP29253 SNP29254
     SNP29255 SNP29256 SNP29257 SNP29258 SNP29259 SNP29260 SNP29261 SNP29262
     SNP29263 SNP29264 SNP29265 SNP29266 SNP29267 SNP29268 SNP29269 SNP29270
     SNP29271 SNP29272 SNP29273 SNP29274 SNP29275 SNP29276 SNP29277 SNP29278
     SNP29279 SNP29280 SNP29281 SNP29282 SNP29283 SNP29284 SNP29285 SNP29286
     SNP29287 SNP29288 SNP29289 SNP29290 SNP29291 SNP29292 SNP29293 SNP29294
     SNP29295 SNP29296 SNP29297 SNP29298 SNP29299 SNP29300 SNP29301 SNP29302
     SNP29303 SNP29304 SNP29305 SNP29306 SNP29307 SNP29308 SNP29309 SNP29310
     SNP29311 SNP29312 SNP29313 SNP29314 SNP29315 SNP29316 SNP29317 SNP29318
     SNP29319 SNP29320 SNP29321 SNP29322 SNP29323 SNP29324 SNP29325 SNP29326
     SNP29327 SNP29328 SNP29329 SNP29330 SNP29331 SNP29332 SNP29333 SNP29334
     SNP29335 SNP29336 SNP29337 SNP29338 SNP29339 SNP29340 SNP29341 SNP29342
     SNP29343 SNP29344 SNP29345 SNP29346 SNP29347 SNP29348 SNP29349 SNP29350
     SNP29351 SNP29352 SNP29353 SNP29354 SNP29355 SNP29356 SNP29357 SNP29358
     SNP29359 SNP29360 SNP29361 SNP29362 SNP29363 SNP29364 SNP29365 SNP29366
     SNP29367 SNP29368 SNP29369 SNP29370 SNP29371 SNP29372 SNP29373 SNP29374
     SNP29375 SNP29376 SNP29377 SNP29378 SNP29379 SNP29380 SNP29381 SNP29382
     SNP29383 SNP29384 SNP29385 SNP29386 SNP29387 SNP29388 SNP29389 SNP29390
     SNP29391 SNP29392 SNP29393 SNP29394 SNP29395 SNP29396 SNP29397 SNP29398
     SNP29399 SNP29400 SNP29401 SNP29402 SNP29403 SNP29404 SNP29405 SNP29406
     SNP29407 SNP29408 SNP29409 SNP29410 SNP29411 SNP29412 SNP29413 SNP29414
     SNP29415 SNP29416 SNP29417 SNP29418 SNP29419 SNP29420 SNP29421 SNP29422
     SNP29423 SNP29424 SNP29425 SNP29426 SNP29427 SNP29428 SNP29429 SNP29430
     SNP29431 SNP29432 SNP29433 SNP29434 SNP29435 SNP29436 SNP29437 SNP29438
     SNP29439 SNP29440 SNP29441 SNP29442 SNP29443 SNP29444 SNP29445 SNP29446
     SNP29447 SNP29448 SNP29449 SNP29450 SNP29451 SNP29452 SNP29453 SNP29454
     SNP29455 SNP29456 SNP29457 SNP29458 SNP29459 SNP29460 SNP29461 SNP29462
     SNP29463 SNP29464 SNP29465 SNP29466 SNP29467 SNP29468 SNP29469 SNP29470
     SNP29471 SNP29472 SNP29473 SNP29474 SNP29475 SNP29476 SNP29477 SNP29478
     SNP29479 SNP29480 SNP29481 SNP29482 SNP29483 SNP29484 SNP29485 SNP29486
     SNP29487 SNP29488 SNP29489 SNP29490 SNP29491 SNP29492 SNP29493 SNP29494
     SNP29495 SNP29496 SNP29497 SNP29498 SNP29499 SNP29500 SNP29501 SNP29502
     SNP29503 SNP29504 SNP29505 SNP29506 SNP29507 SNP29508 SNP29509 SNP29510
     SNP29511 SNP29512 SNP29513 SNP29514 SNP29515 SNP29516 SNP29517 SNP29518
     SNP29519 SNP29520 SNP29521 SNP29522 SNP29523 SNP29524 SNP29525 SNP29526
     SNP29527 SNP29528 SNP29529 SNP29530 SNP29531 SNP29532 SNP29533 SNP29534
     SNP29535 SNP29536 SNP29537 SNP29538 SNP29539 SNP29540 SNP29541 SNP29542
     SNP29543 SNP29544 SNP29545 SNP29546 SNP29547 SNP29548 SNP29549 SNP29550
     SNP29551 SNP29552 SNP29553 SNP29554 SNP29555 SNP29556 SNP29557 SNP29558
     SNP29559 SNP29560 SNP29561 SNP29562 SNP29563 SNP29564 SNP29565 SNP29566
     SNP29567 SNP29568 SNP29569 SNP29570 SNP29571 SNP29572 SNP29573 SNP29574
     SNP29575 SNP29576 SNP29577 SNP29578 SNP29579 SNP29580 SNP29581 SNP29582
     SNP29583 SNP29584 SNP29585 SNP29586 SNP29587 SNP29588 SNP29589 SNP29590
     SNP29591 SNP29592 SNP29593 SNP29594 SNP29595 SNP29596 SNP29597 SNP29598
     SNP29599 SNP29600 SNP29601 SNP29602 SNP29603 SNP29604 SNP29605 SNP29606
     SNP29607 SNP29608 SNP29609 SNP29610 SNP29611 SNP29612 SNP29613 SNP29614
     SNP29615 SNP29616 SNP29617 SNP29618 SNP29619 SNP29620 SNP29621 SNP29622
     SNP29623 SNP29624 SNP29625 SNP29626 SNP29627 SNP29628 SNP29629 SNP29630
     SNP29631 SNP29632 SNP29633 SNP29634 SNP29635 SNP29636 SNP29637 SNP29638
     SNP29639 SNP29640 SNP29641 SNP29642 SNP29643 SNP29644 SNP29645 SNP29646
     SNP29647 SNP29648 SNP29649 SNP29650 SNP29651 SNP29652 SNP29653 SNP29654
     SNP29655 SNP29656 SNP29657 SNP29658 SNP29659 SNP29660 SNP29661 SNP29662
     SNP29663 SNP29664 SNP29665 SNP29666 SNP29667 SNP29668 SNP29669 SNP29670
     SNP29671 SNP29672 SNP29673 SNP29674 SNP29675 SNP29676 SNP29677 SNP29678
     SNP29679 SNP29680 SNP29681 SNP29682 SNP29683 SNP29684 SNP29685 SNP29686
     SNP29687 SNP29688 SNP29689 SNP29690 SNP29691 SNP29692 SNP29693 SNP29694
     SNP29695 SNP29696 SNP29697 SNP29698 SNP29699 SNP29700 SNP29701 SNP29702
     SNP29703 SNP29704 SNP29705 SNP29706 SNP29707 SNP29708 SNP29709 SNP29710
     SNP29711 SNP29712 SNP29713 SNP29714 SNP29715 SNP29716 SNP29717 SNP29718
     SNP29719 SNP29720 SNP29721 SNP29722 SNP29723 SNP29724 SNP29725 SNP29726
     SNP29727 SNP29728 SNP29729 SNP29730 SNP29731 SNP29732 SNP29733 SNP29734
     SNP29735 SNP29736 SNP29737 SNP29738 SNP29739 SNP29740 SNP29741 SNP29742
     SNP29743 SNP29744 SNP29745 SNP29746 SNP29747 SNP29748 SNP29749 SNP29750
     SNP29751 SNP29752 SNP29753 SNP29754 SNP29755 SNP29756 SNP29757 SNP29758
     SNP29759 SNP29760 SNP29761 SNP29762 SNP29763 SNP29764 SNP29765 SNP29766
     SNP29767 SNP29768 SNP29769 SNP29770 SNP29771 SNP29772 SNP29773 SNP29774
     SNP29775 SNP29776 SNP29777 SNP29778 SNP29779 SNP29780 SNP29781 SNP29782
     SNP29783 SNP29784 SNP29785 SNP29786 SNP29787 SNP29788 SNP29789 SNP29790
     SNP29791 SNP29792 SNP29793 SNP29794 SNP29795 SNP29796 SNP29797 SNP29798
     SNP29799 SNP29800 SNP29801 SNP29802 SNP29803 SNP29804 SNP29805 SNP29806
     SNP29807 SNP29808 SNP29809 SNP29810 SNP29811 SNP29812 SNP29813 SNP29814
     SNP29815 SNP29816 SNP29817 SNP29818 SNP29819 SNP29820 SNP29821 SNP29822
     SNP29823 SNP29824 SNP29825 SNP29826 SNP29827 SNP29828 SNP29829 SNP29830
     SNP29831 SNP29832 SNP29833 SNP29834 SNP29835 SNP29836 SNP29837 SNP29838
     SNP29839 SNP29840 SNP29841 SNP29842 SNP29843 SNP29844 SNP29845 SNP29846
     SNP29847 SNP29848 SNP29849 SNP29850 SNP29851 SNP29852 SNP29853 SNP29854
     SNP29855 SNP29856 SNP29857 SNP29858 SNP29859 SNP29860 SNP29861 SNP29862
     SNP29863 SNP29864 SNP29865 SNP29866 SNP29867 SNP29868 SNP29869 SNP29870
     SNP29871 SNP29872 SNP29873 SNP29874 SNP29875 SNP29876 SNP29877 SNP29878
     SNP29879 SNP29880 SNP29881 SNP29882 SNP29883 SNP29884 SNP29885 SNP29886
     SNP29887 SNP29888 SNP29889 SNP29890 SNP29891 SNP29892 SNP29893 SNP29894
     SNP29895 SNP29896 SNP29897 SNP29898 SNP29899 SNP29900 SNP29901 SNP29902
     SNP29903 SNP29904 SNP29905 SNP29906 SNP29907 SNP29908 SNP29909 SNP29910
     SNP29911 SNP29912 SNP29913 SNP29914 SNP29915 SNP29916 SNP29917 SNP29918
     SNP29919 SNP29920 SNP29921 SNP29922 SNP29923 SNP29924 SNP29925 SNP29926
     SNP29927 SNP29928 SNP29929 SNP29930 SNP29931 SNP29932 SNP29933 SNP29934
     SNP29935 SNP29936 SNP29937 SNP29938 SNP29939 SNP29940 SNP29941 SNP29942
     SNP29943 SNP29944 SNP29945 SNP29946 SNP29947 SNP29948 SNP29949 SNP29950
     SNP29951 SNP29952 SNP29953 SNP29954 SNP29955 SNP29956 SNP29957 SNP29958
     SNP29959 SNP29960 SNP29961 SNP29962 SNP29963 SNP29964 SNP29965 SNP29966
     SNP29967 SNP29968 SNP29969 SNP29970 SNP29971 SNP29972 SNP29973 SNP29974
     SNP29975 SNP29976 SNP29977 SNP29978 SNP29979 SNP29980 SNP29981 SNP29982
     SNP29983 SNP29984 SNP29985 SNP29986 SNP29987 SNP29988 SNP29989 SNP29990
     SNP29991 SNP29992 SNP29993 SNP29994 SNP29995 SNP29996 SNP29997 SNP29998
     SNP29999 SNP30000 SNP30001 SNP30002 SNP30003 SNP30004 SNP30005 SNP30006
     SNP30007 SNP30008 SNP30009 SNP30010 SNP30011 SNP30012 SNP30013 SNP30014
     SNP30015 SNP30016 SNP30017 SNP30018 SNP30019 SNP30020 SNP30021 SNP30022
     SNP30023 SNP30024 SNP30025 SNP30026 SNP30027 SNP30028 SNP30029 SNP30030
     SNP30031 SNP30032 SNP30033 SNP30034 SNP30035 SNP30036 SNP30037 SNP30038
     SNP30039 SNP30040 SNP30041 SNP30042 SNP30043 SNP30044 SNP30045 SNP30046
     SNP30047 SNP30048 SNP30049 SNP30050 SNP30051 SNP30052 SNP30053 SNP30054
     SNP30055 SNP30056 SNP30057 SNP30058 SNP30059 SNP30060 SNP30061 SNP30062
     SNP30063 SNP30064 SNP30065 SNP30066 SNP30067 SNP30068 SNP30069 SNP30070
     SNP30071 SNP30072 SNP30073 SNP30074 SNP30075 SNP30076 SNP30077 SNP30078
     SNP30079 SNP30080 SNP30081 SNP30082 SNP30083 SNP30084 SNP30085 SNP30086
     SNP30087 SNP30088 SNP30089 SNP30090 SNP30091 SNP30092 SNP30093 SNP30094
     SNP30095 SNP30096 SNP30097 SNP30098 SNP30099 SNP30100 SNP30101 SNP30102
     SNP30103 SNP30104 SNP30105 SNP30106 SNP30107 SNP30108 SNP30109 SNP30110
     SNP30111 SNP30112 SNP30113 SNP30114 SNP30115 SNP30116 SNP30117 SNP30118
     SNP30119 SNP30120 SNP30121 SNP30122 SNP30123 SNP30124 SNP30125 SNP30126
     SNP30127 SNP30128 SNP30129 SNP30130 SNP30131 SNP30132 SNP30133 SNP30134
     SNP30135 SNP30136 SNP30137 SNP30138 SNP30139 SNP30140 SNP30141 SNP30142
     SNP30143 SNP30144 SNP30145 SNP30146 SNP30147 SNP30148 SNP30149 SNP30150
     SNP30151 SNP30152 SNP30153 SNP30154 SNP30155 SNP30156 SNP30157 SNP30158
     SNP30159 SNP30160 SNP30161 SNP30162 SNP30163 SNP30164 SNP30165 SNP30166
     SNP30167 SNP30168 SNP30169 SNP30170 SNP30171 SNP30172 SNP30173 SNP30174
     SNP30175 SNP30176 SNP30177 SNP30178 SNP30179 SNP30180 SNP30181 SNP30182
     SNP30183 SNP30184 SNP30185 SNP30186 SNP30187 SNP30188 SNP30189 SNP30190
     SNP30191 SNP30192 SNP30193 SNP30194 SNP30195 SNP30196 SNP30197 SNP30198
     SNP30199 SNP30200 SNP30201 SNP30202 SNP30203 SNP30204 SNP30205 SNP30206
     SNP30207 SNP30208 SNP30209 SNP30210 SNP30211 SNP30212 SNP30213 SNP30214
     SNP30215 SNP30216 SNP30217 SNP30218 SNP30219 SNP30220 SNP30221 SNP30222
     SNP30223 SNP30224 SNP30225 SNP30226 SNP30227 SNP30228 SNP30229 SNP30230
     SNP30231 SNP30232 SNP30233 SNP30234 SNP30235 SNP30236 SNP30237 SNP30238
     SNP30239 SNP30240 SNP30241 SNP30242 SNP30243 SNP30244 SNP30245 SNP30246
     SNP30247 SNP30248 SNP30249 SNP30250 SNP30251 SNP30252 SNP30253 SNP30254
     SNP30255 SNP30256 SNP30257 SNP30258 SNP30259 SNP30260 SNP30261 SNP30262
     SNP30263 SNP30264 SNP30265 SNP30266 SNP30267 SNP30268 SNP30269 SNP30270
     SNP30271 SNP30272 SNP30273 SNP30274 SNP30275 SNP30276 SNP30277 SNP30278
     SNP30279 SNP30280 SNP30281 SNP30282 SNP30283 SNP30284 SNP30285 SNP30286
     SNP30287 SNP30288 SNP30289 SNP30290 SNP30291 SNP30292 SNP30293 SNP30294
     SNP30295 SNP30296 SNP30297 SNP30298 SNP30299 SNP30300 SNP30301 SNP30302
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     SNP30311 SNP30312 SNP30313 SNP30314 SNP30315 SNP30316 SNP30317 SNP30318
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     SNP30455 SNP30456 SNP30457 SNP30458 SNP30459 SNP30460 SNP30461 SNP30462
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     SNP30543 SNP30544 SNP30545 SNP30546 SNP30547 SNP30548 SNP30549 SNP30550
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     SNP30583 SNP30584 SNP30585 SNP30586 SNP30587 SNP30588 SNP30589 SNP30590
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     SNP30615 SNP30616 SNP30617 SNP30618 SNP30619 SNP30620 SNP30621 SNP30622
     SNP30623 SNP30624 SNP30625 SNP30626 SNP30627 SNP30628 SNP30629 SNP30630
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     SNP30711 SNP30712 SNP30713 SNP30714 SNP30715 SNP30716 SNP30717 SNP30718
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     SNP30727 SNP30728 SNP30729 SNP30730 SNP30731 SNP30732 SNP30733 SNP30734
     SNP30735 SNP30736 SNP30737 SNP30738 SNP30739 SNP30740 SNP30741 SNP30742
     SNP30743 SNP30744 SNP30745 SNP30746 SNP30747 SNP30748 SNP30749 SNP30750
     SNP30751 SNP30752 SNP30753 SNP30754 SNP30755 SNP30756 SNP30757 SNP30758
     SNP30759 SNP30760 SNP30761 SNP30762 SNP30763 SNP30764 SNP30765 SNP30766
     SNP30767 SNP30768 SNP30769 SNP30770 SNP30771 SNP30772 SNP30773 SNP30774
     SNP30775 SNP30776 SNP30777 SNP30778 SNP30779 SNP30780 SNP30781 SNP30782
     SNP30783 SNP30784 SNP30785 SNP30786 SNP30787 SNP30788 SNP30789 SNP30790
     SNP30791 SNP30792 SNP30793 SNP30794 SNP30795 SNP30796 SNP30797 SNP30798
     SNP30799 SNP30800 SNP30801 SNP30802 SNP30803 SNP30804 SNP30805 SNP30806
     SNP30807 SNP30808 SNP30809 SNP30810 SNP30811 SNP30812 SNP30813 SNP30814
     SNP30815 SNP30816 SNP30817 SNP30818 SNP30819 SNP30820 SNP30821 SNP30822
     SNP30823 SNP30824 SNP30825 SNP30826 SNP30827 SNP30828 SNP30829 SNP30830
     SNP30831 SNP30832 SNP30833 SNP30834 SNP30835 SNP30836 SNP30837 SNP30838
     SNP30839 SNP30840 SNP30841 SNP30842 SNP30843 SNP30844 SNP30845 SNP30846
     SNP30847 SNP30848 SNP30849 SNP30850 SNP30851 SNP30852 SNP30853 SNP30854
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     SNP30895 SNP30896 SNP30897 SNP30898 SNP30899 SNP30900 SNP30901 SNP30902
     SNP30903 SNP30904 SNP30905 SNP30906 SNP30907 SNP30908 SNP30909 SNP30910
     SNP30911 SNP30912 SNP30913 SNP30914 SNP30915 SNP30916 SNP30917 SNP30918
     SNP30919 SNP30920 SNP30921 SNP30922 SNP30923 SNP30924 SNP30925 SNP30926
     SNP30927 SNP30928 SNP30929 SNP30930 SNP30931 SNP30932 SNP30933 SNP30934
     SNP30935 SNP30936 SNP30937 SNP30938 SNP30939 SNP30940 SNP30941 SNP30942
     SNP30943 SNP30944 SNP30945 SNP30946 SNP30947 SNP30948 SNP30949 SNP30950
     SNP30951 SNP30952 SNP30953 SNP30954 SNP30955 SNP30956 SNP30957 SNP30958
     SNP30959 SNP30960 SNP30961 SNP30962 SNP30963 SNP30964 SNP30965 SNP30966
     SNP30967 SNP30968 SNP30969 SNP30970 SNP30971 SNP30972 SNP30973 SNP30974
     SNP30975 SNP30976 SNP30977 SNP30978 SNP30979 SNP30980 SNP30981 SNP30982
     SNP30983 SNP30984 SNP30985 SNP30986 SNP30987 SNP30988 SNP30989 SNP30990
     SNP30991 SNP30992 SNP30993 SNP30994 SNP30995 SNP30996 SNP30997 SNP30998
     SNP30999 SNP31000 SNP31001 SNP31002 SNP31003 SNP31004 SNP31005 SNP31006
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     SNP31015 SNP31016 SNP31017 SNP31018 SNP31019 SNP31020 SNP31021 SNP31022
     SNP31023 SNP31024 SNP31025 SNP31026 SNP31027 SNP31028 SNP31029 SNP31030
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     SNP31039 SNP31040 SNP31041 SNP31042 SNP31043 SNP31044 SNP31045 SNP31046
     SNP31047 SNP31048 SNP31049 SNP31050 SNP31051 SNP31052 SNP31053 SNP31054
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     SNP31071 SNP31072 SNP31073 SNP31074 SNP31075 SNP31076 SNP31077 SNP31078
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     SNP31087 SNP31088 SNP31089 SNP31090 SNP31091 SNP31092 SNP31093 SNP31094
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     SNP31127 SNP31128 SNP31129 SNP31130 SNP31131 SNP31132 SNP31133 SNP31134
     SNP31135 SNP31136 SNP31137 SNP31138 SNP31139 SNP31140 SNP31141 SNP31142
     SNP31143 SNP31144 SNP31145 SNP31146 SNP31147 SNP31148 SNP31149 SNP31150
     SNP31151 SNP31152 SNP31153 SNP31154 SNP31155 SNP31156 SNP31157 SNP31158
     SNP31159 SNP31160 SNP31161 SNP31162 SNP31163 SNP31164 SNP31165 SNP31166
     SNP31167 SNP31168 SNP31169 SNP31170 SNP31171 SNP31172 SNP31173 SNP31174
     SNP31175 SNP31176 SNP31177 SNP31178 SNP31179 SNP31180 SNP31181 SNP31182
     SNP31183 SNP31184 SNP31185 SNP31186 SNP31187 SNP31188 SNP31189 SNP31190
     SNP31191 SNP31192 SNP31193 SNP31194 SNP31195 SNP31196 SNP31197 SNP31198
     SNP31199 SNP31200 SNP31201 SNP31202 SNP31203 SNP31204 SNP31205 SNP31206
     SNP31207 SNP31208 SNP31209 SNP31210 SNP31211 SNP31212 SNP31213 SNP31214
     SNP31215 SNP31216 SNP31217 SNP31218 SNP31219 SNP31220 SNP31221 SNP31222
     SNP31223 SNP31224 SNP31225 SNP31226 SNP31227 SNP31228 SNP31229 SNP31230
     SNP31231 SNP31232 SNP31233 SNP31234 SNP31235 SNP31236 SNP31237 SNP31238
     SNP31239 SNP31240 SNP31241 SNP31242 SNP31243 SNP31244 SNP31245 SNP31246
     SNP31247 SNP31248 SNP31249 SNP31250 SNP31251 SNP31252 SNP31253 SNP31254
     SNP31255 SNP31256 SNP31257 SNP31258 SNP31259 SNP31260 SNP31261 SNP31262
     SNP31263 SNP31264 SNP31265 SNP31266 SNP31267 SNP31268 SNP31269 SNP31270
     SNP31271 SNP31272 SNP31273 SNP31274 SNP31275 SNP31276 SNP31277 SNP31278
     SNP31279 SNP31280 SNP31281 SNP31282 SNP31283 SNP31284 SNP31285 SNP31286
     SNP31287 SNP31288 SNP31289 SNP31290 SNP31291 SNP31292 SNP31293 SNP31294
     SNP31295 SNP31296 SNP31297 SNP31298 SNP31299 SNP31300 SNP31301 SNP31302
     SNP31303 SNP31304 SNP31305 SNP31306 SNP31307 SNP31308 SNP31309 SNP31310
     SNP31311 SNP31312 SNP31313 SNP31314 SNP31315 SNP31316 SNP31317 SNP31318
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     SNP31327 SNP31328 SNP31329 SNP31330 SNP31331 SNP31332 SNP31333 SNP31334
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     SNP31343 SNP31344 SNP31345 SNP31346 SNP31347 SNP31348 SNP31349 SNP31350
     SNP31351 SNP31352 SNP31353 SNP31354 SNP31355 SNP31356 SNP31357 SNP31358
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     SNP31367 SNP31368 SNP31369 SNP31370 SNP31371 SNP31372 SNP31373 SNP31374
     SNP31375 SNP31376 SNP31377 SNP31378 SNP31379 SNP31380 SNP31381 SNP31382
     SNP31383 SNP31384 SNP31385 SNP31386 SNP31387 SNP31388 SNP31389 SNP31390
     SNP31391 SNP31392 SNP31393 SNP31394 SNP31395 SNP31396 SNP31397 SNP31398
     SNP31399 SNP31400 SNP31401 SNP31402 SNP31403 SNP31404 SNP31405 SNP31406
     SNP31407 SNP31408 SNP31409 SNP31410 SNP31411 SNP31412 SNP31413 SNP31414
     SNP31415 SNP31416 SNP31417 SNP31418 SNP31419 SNP31420 SNP31421 SNP31422
     SNP31423 SNP31424 SNP31425 SNP31426 SNP31427 SNP31428 SNP31429 SNP31430
     SNP31431 SNP31432 SNP31433 SNP31434 SNP31435 SNP31436 SNP31437 SNP31438
     SNP31439 SNP31440 SNP31441 SNP31442 SNP31443 SNP31444 SNP31445 SNP31446
     SNP31447 SNP31448 SNP31449 SNP31450 SNP31451 SNP31452 SNP31453 SNP31454
     SNP31455 SNP31456 SNP31457 SNP31458 SNP31459 SNP31460 SNP31461 SNP31462
     SNP31463 SNP31464 SNP31465 SNP31466 SNP31467 SNP31468 SNP31469 SNP31470
     SNP31471 SNP31472 SNP31473 SNP31474 SNP31475 SNP31476 SNP31477 SNP31478
     SNP31479 SNP31480 SNP31481 SNP31482 SNP31483 SNP31484 SNP31485 SNP31486
     SNP31487 SNP31488 SNP31489 SNP31490 SNP31491 SNP31492 SNP31493 SNP31494
     SNP31495 SNP31496 SNP31497 SNP31498 SNP31499 SNP31500 SNP31501 SNP31502
     SNP31503 SNP31504 SNP31505 SNP31506 SNP31507 SNP31508 SNP31509 SNP31510
     SNP31511 SNP31512 SNP31513 SNP31514 SNP31515 SNP31516 SNP31517 SNP31518
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     SNP31527 SNP31528 SNP31529 SNP31530 SNP31531 SNP31532 SNP31533 SNP31534
     SNP31535 SNP31536 SNP31537 SNP31538 SNP31539 SNP31540 SNP31541 SNP31542
     SNP31543 SNP31544 SNP31545 SNP31546 SNP31547 SNP31548 SNP31549 SNP31550
     SNP31551 SNP31552 SNP31553 SNP31554 SNP31555 SNP31556 SNP31557 SNP31558
     SNP31559 SNP31560 SNP31561 SNP31562 SNP31563 SNP31564 SNP31565 SNP31566
     SNP31567 SNP31568 SNP31569 SNP31570 SNP31571 SNP31572 SNP31573 SNP31574
     SNP31575 SNP31576 SNP31577 SNP31578 SNP31579 SNP31580 SNP31581 SNP31582
     SNP31583 SNP31584 SNP31585 SNP31586 SNP31587 SNP31588 SNP31589 SNP31590
     SNP31591 SNP31592 SNP31593 SNP31594 SNP31595 SNP31596 SNP31597 SNP31598
     SNP31599 SNP31600 SNP31601 SNP31602 SNP31603 SNP31604 SNP31605 SNP31606
     SNP31607 SNP31608 SNP31609 SNP31610 SNP31611 SNP31612 SNP31613 SNP31614
     SNP31615 SNP31616 SNP31617 SNP31618 SNP31619 SNP31620 SNP31621 SNP31622
     SNP31623 SNP31624 SNP31625 SNP31626 SNP31627 SNP31628 SNP31629 SNP31630
     SNP31631 SNP31632 SNP31633 SNP31634 SNP31635 SNP31636 SNP31637 SNP31638
     SNP31639 SNP31640 SNP31641 SNP31642 SNP31643 SNP31644 SNP31645 SNP31646
     SNP31647 SNP31648 SNP31649 SNP31650 SNP31651 SNP31652 SNP31653 SNP31654
     SNP31655 SNP31656 SNP31657 SNP31658 SNP31659 SNP31660 SNP31661 SNP31662
     SNP31663 SNP31664 SNP31665 SNP31666 SNP31667 SNP31668 SNP31669 SNP31670
     SNP31671 SNP31672 SNP31673 SNP31674 SNP31675 SNP31676 SNP31677 SNP31678
     SNP31679 SNP31680 SNP31681 SNP31682 SNP31683 SNP31684 SNP31685 SNP31686
     SNP31687 SNP31688 SNP31689 SNP31690 SNP31691 SNP31692 SNP31693 SNP31694
     SNP31695 SNP31696 SNP31697 SNP31698 SNP31699 SNP31700 SNP31701 SNP31702
     SNP31703 SNP31704 SNP31705 SNP31706 SNP31707 SNP31708 SNP31709 SNP31710
     SNP31711 SNP31712 SNP31713 SNP31714 SNP31715 SNP31716 SNP31717 SNP31718
     SNP31719 SNP31720 SNP31721 SNP31722 SNP31723 SNP31724 SNP31725 SNP31726
     SNP31727 SNP31728 SNP31729 SNP31730 SNP31731 SNP31732 SNP31733 SNP31734
     SNP31735 SNP31736 SNP31737 SNP31738 SNP31739 SNP31740 SNP31741 SNP31742
     SNP31743 SNP31744 SNP31745 SNP31746 SNP31747 SNP31748 SNP31749 SNP31750
     SNP31751 SNP31752 SNP31753 SNP31754 SNP31755 SNP31756 SNP31757 SNP31758
     SNP31759 SNP31760 SNP31761 SNP31762 SNP31763 SNP31764 SNP31765 SNP31766
     SNP31767 SNP31768 SNP31769 SNP31770 SNP31771 SNP31772 SNP31773 SNP31774
     SNP31775 SNP31776 SNP31777 SNP31778 SNP31779 SNP31780 SNP31781 SNP31782
     SNP31783 SNP31784 SNP31785 SNP31786 SNP31787 SNP31788 SNP31789 SNP31790
     SNP31791 SNP31792 SNP31793 SNP31794 SNP31795 SNP31796 SNP31797 SNP31798
     SNP31799 SNP31800 SNP31801 SNP31802 SNP31803 SNP31804 SNP31805 SNP31806
     SNP31807 SNP31808 SNP31809 SNP31810 SNP31811 SNP31812 SNP31813 SNP31814
     SNP31815 SNP31816 SNP31817 SNP31818 SNP31819 SNP31820 SNP31821 SNP31822
     SNP31823 SNP31824 SNP31825 SNP31826 SNP31827 SNP31828 SNP31829 SNP31830
     SNP31831 SNP31832 SNP31833 SNP31834 SNP31835 SNP31836 SNP31837 SNP31838
     SNP31839 SNP31840 SNP31841 SNP31842 SNP31843 SNP31844 SNP31845 SNP31846
     SNP31847 SNP31848 SNP31849 SNP31850 SNP31851 SNP31852 SNP31853 SNP31854
     SNP31855 SNP31856 SNP31857 SNP31858 SNP31859 SNP31860 SNP31861 SNP31862
     SNP31863 SNP31864 SNP31865 SNP31866 SNP31867 SNP31868 SNP31869 SNP31870
     SNP31871 SNP31872 SNP31873 SNP31874 SNP31875 SNP31876 SNP31877 SNP31878
     SNP31879 SNP31880 SNP31881 SNP31882 SNP31883 SNP31884 SNP31885 SNP31886
     SNP31887 SNP31888 SNP31889 SNP31890 SNP31891 SNP31892 SNP31893 SNP31894
     SNP31895 SNP31896 SNP31897 SNP31898 SNP31899 SNP31900 SNP31901 SNP31902
     SNP31903 SNP31904 SNP31905 SNP31906 SNP31907 SNP31908 SNP31909 SNP31910
     SNP31911 SNP31912 SNP31913 SNP31914 SNP31915 SNP31916 SNP31917 SNP31918
     SNP31919 SNP31920 SNP31921 SNP31922 SNP31923 SNP31924 SNP31925 SNP31926
     SNP31927 SNP31928 SNP31929 SNP31930 SNP31931 SNP31932 SNP31933 SNP31934
     SNP31935 SNP31936 SNP31937 SNP31938 SNP31939 SNP31940 SNP31941 SNP31942
     SNP31943 SNP31944 SNP31945 SNP31946 SNP31947 SNP31948 SNP31949 SNP31950
     SNP31951 SNP31952 SNP31953 SNP31954 SNP31955 SNP31956 SNP31957 SNP31958
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     SNP31999 SNP32000 SNP32001 SNP32002 SNP32003 SNP32004 SNP32005 SNP32006
     SNP32007 SNP32008 SNP32009 SNP32010 SNP32011 SNP32012 SNP32013 SNP32014
     SNP32015 SNP32016 SNP32017 SNP32018 SNP32019 SNP32020 SNP32021 SNP32022
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     SNP32423 SNP32424 SNP32425 SNP32426 SNP32427 SNP32428 SNP32429 SNP32430
     SNP32431 SNP32432 SNP32433 SNP32434 SNP32435 SNP32436 SNP32437 SNP32438
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     SNP32631 SNP32632 SNP32633 SNP32634 SNP32635 SNP32636 SNP32637 SNP32638
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     SNP32687 SNP32688 SNP32689 SNP32690 SNP32691 SNP32692 SNP32693 SNP32694
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     SNP35975 SNP35976 SNP35977 SNP35978 SNP35979 SNP35980 SNP35981 SNP35982
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     SNP36447 SNP36448 SNP36449 SNP36450 SNP36451 SNP36452 SNP36453 SNP36454
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     SNP36471 SNP36472 SNP36473 SNP36474 SNP36475 SNP36476 SNP36477 SNP36478
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     SNP36487 SNP36488 SNP36489 SNP36490 SNP36491 SNP36492 SNP36493 SNP36494
     SNP36495 SNP36496 SNP36497 SNP36498 SNP36499 SNP36500 SNP36501 SNP36502
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     SNP36535 SNP36536 SNP36537 SNP36538 SNP36539 SNP36540 SNP36541 SNP36542
     SNP36543 SNP36544 SNP36545 SNP36546 SNP36547 SNP36548 SNP36549 SNP36550
     SNP36551 SNP36552 SNP36553 SNP36554 SNP36555 SNP36556 SNP36557 SNP36558
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     SNP36575 SNP36576 SNP36577 SNP36578 SNP36579 SNP36580 SNP36581 SNP36582
     SNP36583 SNP36584 SNP36585 SNP36586 SNP36587 SNP36588 SNP36589 SNP36590
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     SNP37455 SNP37456 SNP37457 SNP37458 SNP37459 SNP37460 SNP37461 SNP37462
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     SNP37471 SNP37472 SNP37473 SNP37474 SNP37475 SNP37476 SNP37477 SNP37478
     SNP37479 SNP37480 SNP37481 SNP37482 SNP37483 SNP37484 SNP37485 SNP37486
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     SNP37495 SNP37496 SNP37497 SNP37498 SNP37499 SNP37500 SNP37501 SNP37502
     SNP37503 SNP37504 SNP37505 SNP37506 SNP37507 SNP37508 SNP37509 SNP37510
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     SNP44255 SNP44256 SNP44257 SNP44258 SNP44259 SNP44260 SNP44261 SNP44262

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     SNP49743 SNP49744 SNP49745 SNP49746 SNP49747 SNP49748 SNP49749 SNP49750
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     SNP49983 SNP49984 SNP49985 SNP49986 SNP49987 SNP49988 SNP49989 SNP49990
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     SNP49999 SNP50000 SNP50001 SNP50002 SNP50003 SNP50004 SNP50005 SNP50006
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     SNP50015 SNP50016 SNP50017 SNP50018 SNP50019 SNP50020 SNP50021 SNP50022
     SNP50023 SNP50024 SNP50025 SNP50026 SNP50027 SNP50028 SNP50029 SNP50030
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     SNP50047 SNP50048 SNP50049 SNP50050 SNP50051 SNP50052 SNP50053 SNP50054
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     SNP50095 SNP50096 SNP50097 SNP50098 SNP50099 SNP50100 SNP50101 SNP50102
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     SNP50183 SNP50184 SNP50185 SNP50186 SNP50187 SNP50188 SNP50189 SNP50190
     SNP50191 SNP50192 SNP50193 SNP50194 SNP50195 SNP50196 SNP50197 SNP50198
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     SNP50207 SNP50208 SNP50209 SNP50210 SNP50211 SNP50212 SNP50213 SNP50214
     SNP50215 SNP50216 SNP50217 SNP50218 SNP50219 SNP50220 SNP50221 SNP50222
     SNP50223 SNP50224 SNP50225 SNP50226 SNP50227 SNP50228 SNP50229 SNP50230
     SNP50231 SNP50232 SNP50233 SNP50234 SNP50235 SNP50236 SNP50237 SNP50238
     SNP50239 SNP50240 SNP50241 SNP50242 SNP50243 SNP50244 SNP50245 SNP50246
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     SNP50255 SNP50256 SNP50257 SNP50258 SNP50259 SNP50260 SNP50261 SNP50262
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     SNP50279 SNP50280 SNP50281 SNP50282 SNP50283 SNP50284 SNP50285 SNP50286
     SNP50287 SNP50288 SNP50289 SNP50290 SNP50291 SNP50292 SNP50293 SNP50294
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     SNP50303 SNP50304 SNP50305 SNP50306 SNP50307 SNP50308 SNP50309 SNP50310
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     SNP50327 SNP50328 SNP50329 SNP50330 SNP50331 SNP50332 SNP50333 SNP50334
     SNP50335 SNP50336 SNP50337 SNP50338 SNP50339 SNP50340 SNP50341 SNP50342
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     SNP50351 SNP50352 SNP50353 SNP50354 SNP50355 SNP50356 SNP50357 SNP50358
     SNP50359 SNP50360 SNP50361 SNP50362 SNP50363 SNP50364 SNP50365 SNP50366
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     SNP50375 SNP50376 SNP50377 SNP50378 SNP50379 SNP50380 SNP50381 SNP50382
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     SNP50407 SNP50408 SNP50409 SNP50410 SNP50411 SNP50412 SNP50413 SNP50414
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     SNP50423 SNP50424 SNP50425 SNP50426 SNP50427 SNP50428 SNP50429 SNP50430
     SNP50431 SNP50432 SNP50433 SNP50434 SNP50435 SNP50436 SNP50437 SNP50438
     SNP50439 SNP50440 SNP50441 SNP50442 SNP50443 SNP50444 SNP50445 SNP50446
     SNP50447 SNP50448 SNP50449 SNP50450 SNP50451 SNP50452 SNP50453 SNP50454
     SNP50455 SNP50456 SNP50457 SNP50458 SNP50459 SNP50460 SNP50461 SNP50462
     SNP50463 SNP50464 SNP50465 SNP50466 SNP50467 SNP50468 SNP50469 SNP50470
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     SNP50479 SNP50480 SNP50481 SNP50482 SNP50483 SNP50484 SNP50485 SNP50486
     SNP50487 SNP50488 SNP50489 SNP50490 SNP50491 SNP50492 SNP50493 SNP50494
     SNP50495 SNP50496 SNP50497 SNP50498 SNP50499 SNP50500 SNP50501 SNP50502
     SNP50503 SNP50504 SNP50505 SNP50506 SNP50507 SNP50508 SNP50509 SNP50510
     SNP50511 SNP50512 SNP50513 SNP50514 SNP50515 SNP50516 SNP50517 SNP50518
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     SNP50543 SNP50544 SNP50545 SNP50546 SNP50547 SNP50548 SNP50549 SNP50550
     SNP50551 SNP50552 SNP50553 SNP50554 SNP50555 SNP50556 SNP50557 SNP50558
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     SNP50567 SNP50568 SNP50569 SNP50570 SNP50571 SNP50572 SNP50573 SNP50574
     SNP50575 SNP50576 SNP50577 SNP50578 SNP50579 SNP50580 SNP50581 SNP50582
     SNP50583 SNP50584 SNP50585 SNP50586 SNP50587 SNP50588 SNP50589 SNP50590
     SNP50591 SNP50592 SNP50593 SNP50594 SNP50595 SNP50596 SNP50597 SNP50598
     SNP50599 SNP50600 SNP50601 SNP50602 SNP50603 SNP50604 SNP50605 SNP50606
     SNP50607 SNP50608 SNP50609 SNP50610 SNP50611 SNP50612 SNP50613 SNP50614
     SNP50615 SNP50616 SNP50617 SNP50618 SNP50619 SNP50620 SNP50621 SNP50622
     SNP50623 SNP50624 SNP50625 SNP50626 SNP50627 SNP50628 SNP50629 SNP50630
     SNP50631 SNP50632 SNP50633 SNP50634 SNP50635 SNP50636 SNP50637 SNP50638
     SNP50639 SNP50640 SNP50641 SNP50642 SNP50643 SNP50644 SNP50645 SNP50646
     SNP50647 SNP50648 SNP50649 SNP50650 SNP50651 SNP50652 SNP50653 SNP50654
     SNP50655 SNP50656 SNP50657 SNP50658 SNP50659 SNP50660 SNP50661 SNP50662
     SNP50663 SNP50664 SNP50665 SNP50666 SNP50667 SNP50668 SNP50669 SNP50670
     SNP50671 SNP50672 SNP50673 SNP50674 SNP50675 SNP50676 SNP50677 SNP50678
     SNP50679 SNP50680 SNP50681 SNP50682 SNP50683 SNP50684 SNP50685 SNP50686
     SNP50687 SNP50688 SNP50689 SNP50690 SNP50691 SNP50692 SNP50693 SNP50694
     SNP50695 SNP50696 SNP50697 SNP50698 SNP50699 SNP50700 SNP50701 SNP50702
     SNP50703 SNP50704 SNP50705 SNP50706 SNP50707 SNP50708 SNP50709 SNP50710
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     SNP50719 SNP50720 SNP50721 SNP50722 SNP50723 SNP50724 SNP50725 SNP50726
     SNP50727 SNP50728 SNP50729 SNP50730 SNP50731 SNP50732 SNP50733 SNP50734
     SNP50735 SNP50736 SNP50737 SNP50738 SNP50739 SNP50740 SNP50741 SNP50742
     SNP50743 SNP50744 SNP50745 SNP50746 SNP50747 SNP50748 SNP50749 SNP50750
     SNP50751 SNP50752 SNP50753 SNP50754 SNP50755 SNP50756 SNP50757 SNP50758
     SNP50759 SNP50760 SNP50761 SNP50762 SNP50763 SNP50764 SNP50765 SNP50766
     SNP50767 SNP50768 SNP50769 SNP50770 SNP50771 SNP50772 SNP50773 SNP50774
     SNP50775 SNP50776 SNP50777 SNP50778 SNP50779 SNP50780 SNP50781 SNP50782
     SNP50783 SNP50784 SNP50785 SNP50786 SNP50787 SNP50788 SNP50789 SNP50790
     SNP50791 SNP50792 SNP50793 SNP50794 SNP50795 SNP50796 SNP50797 SNP50798
     SNP50799 SNP50800 SNP50801 SNP50802 SNP50803 SNP50804 SNP50805 SNP50806
     SNP50807 SNP50808 SNP50809 SNP50810 SNP50811 SNP50812 SNP50813 SNP50814
     SNP50815 SNP50816 SNP50817 SNP50818 SNP50819 SNP50820 SNP50821 SNP50822
     SNP50823 SNP50824 SNP50825 SNP50826 SNP50827 SNP50828 SNP50829 SNP50830
     SNP50831 SNP50832 SNP50833 SNP50834 SNP50835 SNP50836 SNP50837 SNP50838
     SNP50839 SNP50840 SNP50841 SNP50842 SNP50843 SNP50844 SNP50845 SNP50846
     SNP50847 SNP50848 SNP50849 SNP50850 SNP50851 SNP50852 SNP50853 SNP50854
     SNP50855 SNP50856 SNP50857 SNP50858 SNP50859 SNP50860 SNP50861 SNP50862
     SNP50863 SNP50864 SNP50865 SNP50866 SNP50867 SNP50868 SNP50869 SNP50870
     SNP50871 SNP50872 SNP50873 SNP50874 SNP50875 SNP50876 SNP50877 SNP50878
     SNP50879 SNP50880 SNP50881 SNP50882 SNP50883 SNP50884 SNP50885 SNP50886
     SNP50887 SNP50888 SNP50889 SNP50890 SNP50891 SNP50892 SNP50893 SNP50894
     SNP50895 SNP50896 SNP50897 SNP50898 SNP50899 SNP50900 SNP50901 SNP50902
     SNP50903 SNP50904 SNP50905 SNP50906 SNP50907 SNP50908 SNP50909 SNP50910
     SNP50911 SNP50912 SNP50913 SNP50914 SNP50915 SNP50916 SNP50917 SNP50918
     SNP50919 SNP50920 SNP50921 SNP50922 SNP50923 SNP50924 SNP50925 SNP50926
     SNP50927 SNP50928 SNP50929 SNP50930 SNP50931 SNP50932 SNP50933 SNP50934
     SNP50935 SNP50936 SNP50937 SNP50938 SNP50939 SNP50940 SNP50941 SNP50942
     SNP50943 SNP50944 SNP50945 SNP50946 SNP50947 SNP50948 SNP50949 SNP50950
     SNP50951 SNP50952 SNP50953 SNP50954 SNP50955 SNP50956 SNP50957 SNP50958
     SNP50959 SNP50960 SNP50961 SNP50962 SNP50963 SNP50964 SNP50965 SNP50966
     SNP50967 SNP50968 SNP50969 SNP50970 SNP50971 SNP50972 SNP50973 SNP50974
     SNP50975 SNP50976 SNP50977 SNP50978 SNP50979 SNP50980 SNP50981 SNP50982
     SNP50983 SNP50984 SNP50985 SNP50986 SNP50987 SNP50988 SNP50989 SNP50990
     SNP50991 SNP50992 SNP50993 SNP50994 SNP50995 SNP50996 SNP50997 SNP50998
     SNP50999 SNP51000 SNP51001 SNP51002 SNP51003 SNP51004 SNP51005 SNP51006
     SNP51007 SNP51008 SNP51009 SNP51010 SNP51011 SNP51012 SNP51013 SNP51014
     SNP51015 SNP51016 SNP51017 SNP51018 SNP51019 SNP51020 SNP51021 SNP51022
     SNP51023 SNP51024 SNP51025 SNP51026 SNP51027 SNP51028 SNP51029 SNP51030
     SNP51031 SNP51032 SNP51033 SNP51034 SNP51035 SNP51036 SNP51037 SNP51038
     SNP51039 SNP51040 SNP51041 SNP51042 SNP51043 SNP51044 SNP51045 SNP51046
     SNP51047 SNP51048 SNP51049 SNP51050 SNP51051 SNP51052 SNP51053 SNP51054
     SNP51055 SNP51056 SNP51057 SNP51058 SNP51059 SNP51060 SNP51061 SNP51062
     SNP51063 SNP51064 SNP51065 SNP51066 SNP51067 SNP51068 SNP51069 SNP51070
     SNP51071 SNP51072 SNP51073 SNP51074 SNP51075 SNP51076 SNP51077 SNP51078
     SNP51079 SNP51080 SNP51081 SNP51082 SNP51083 SNP51084 SNP51085 SNP51086
     SNP51087 SNP51088 SNP51089 SNP51090 SNP51091 SNP51092 SNP51093 SNP51094
     SNP51095 SNP51096 SNP51097 SNP51098 SNP51099 SNP51100 SNP51101 SNP51102
     SNP51103 SNP51104 SNP51105 SNP51106 SNP51107 SNP51108 SNP51109 SNP51110
     SNP51111 SNP51112 SNP51113 SNP51114 SNP51115 SNP51116 SNP51117 SNP51118
     SNP51119 SNP51120 SNP51121 SNP51122 SNP51123 SNP51124 SNP51125 SNP51126
     SNP51127 SNP51128 SNP51129 SNP51130 SNP51131 SNP51132 SNP51133 SNP51134
     SNP51135 SNP51136 SNP51137 SNP51138 SNP51139 SNP51140 SNP51141 SNP51142
     SNP51143 SNP51144 SNP51145 SNP51146 SNP51147 SNP51148 SNP51149 SNP51150
     SNP51151 SNP51152 SNP51153 SNP51154 SNP51155 SNP51156 SNP51157 SNP51158
     SNP51159 SNP51160 SNP51161 SNP51162 SNP51163 SNP51164 SNP51165 SNP51166
     SNP51167 SNP51168 SNP51169 SNP51170 SNP51171 SNP51172 SNP51173 SNP51174
     SNP51175 SNP51176 SNP51177 SNP51178 SNP51179 SNP51180 SNP51181 SNP51182
     SNP51183 SNP51184 SNP51185 SNP51186 SNP51187 SNP51188 SNP51189 SNP51190
     SNP51191 SNP51192 SNP51193 SNP51194 SNP51195 SNP51196 SNP51197 SNP51198
     SNP51199 SNP51200 SNP51201 SNP51202 SNP51203 SNP51204 SNP51205 SNP51206
     SNP51207 SNP51208 SNP51209 SNP51210 SNP51211 SNP51212 SNP51213 SNP51214
     SNP51215 SNP51216 SNP51217 SNP51218 SNP51219 SNP51220 SNP51221 SNP51222
     SNP51223 SNP51224 SNP51225 SNP51226 SNP51227 SNP51228 SNP51229 SNP51230
     SNP51231 SNP51232 SNP51233 SNP51234 SNP51235 SNP51236 SNP51237 SNP51238
     SNP51239 SNP51240 SNP51241 SNP51242 SNP51243 SNP51244 SNP51245 SNP51246
     SNP51247 SNP51248 SNP51249 SNP51250 SNP51251 SNP51252 SNP51253 SNP51254
     SNP51255 SNP51256 SNP51257 SNP51258 SNP51259 SNP51260 SNP51261 SNP51262
     SNP51263 SNP51264 SNP51265 SNP51266 SNP51267 SNP51268 SNP51269 SNP51270
     SNP51271 SNP51272 SNP51273 SNP51274 SNP51275 SNP51276 SNP51277 SNP51278
     SNP51279 SNP51280 SNP51281 SNP51282 SNP51283 SNP51284 SNP51285 SNP51286
     SNP51287 SNP51288 SNP51289 SNP51290 SNP51291 SNP51292 SNP51293 SNP51294
     SNP51295 SNP51296 SNP51297 SNP51298 SNP51299 SNP51300 SNP51301 SNP51302
     SNP51303 SNP51304 SNP51305 SNP51306 SNP51307 SNP51308 SNP51309 SNP51310
     SNP51311 SNP51312 SNP51313 SNP51314 SNP51315 SNP51316 SNP51317 SNP51318
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     SNP51327 SNP51328 SNP51329 SNP51330 SNP51331 SNP51332 SNP51333 SNP51334
     SNP51335 SNP51336 SNP51337 SNP51338 SNP51339 SNP51340 SNP51341 SNP51342
     SNP51343 SNP51344 SNP51345 SNP51346 SNP51347 SNP51348 SNP51349 SNP51350
     SNP51351 SNP51352 SNP51353 SNP51354 SNP51355 SNP51356 SNP51357 SNP51358
     SNP51359 SNP51360 SNP51361 SNP51362 SNP51363 SNP51364 SNP51365 SNP51366
     SNP51367 SNP51368 SNP51369 SNP51370 SNP51371 SNP51372 SNP51373 SNP51374
     SNP51375 SNP51376 SNP51377 SNP51378 SNP51379 SNP51380 SNP51381 SNP51382
     SNP51383 SNP51384 SNP51385 SNP51386 SNP51387 SNP51388 SNP51389 SNP51390
     SNP51391 SNP51392 SNP51393 SNP51394 SNP51395 SNP51396 SNP51397 SNP51398
     SNP51399 SNP51400 SNP51401 SNP51402 SNP51403 SNP51404 SNP51405 SNP51406
     SNP51407 SNP51408 SNP51409 SNP51410 SNP51411 SNP51412 SNP51413 SNP51414
     SNP51415 SNP51416 SNP51417 SNP51418 SNP51419 SNP51420 SNP51421 SNP51422
     SNP51423 SNP51424 SNP51425 SNP51426 SNP51427 SNP51428 SNP51429 SNP51430
     SNP51431 SNP51432 SNP51433 SNP51434 SNP51435 SNP51436 SNP51437 SNP51438
     SNP51439 SNP51440 SNP51441 SNP51442 SNP51443 SNP51444 SNP51445 SNP51446
     SNP51447 SNP51448 SNP51449 SNP51450 SNP51451 SNP51452 SNP51453 SNP51454
     SNP51455 SNP51456 SNP51457 SNP51458 SNP51459 SNP51460 SNP51461 SNP51462
     SNP51463 SNP51464 SNP51465 SNP51466 SNP51467 SNP51468 SNP51469 SNP51470
     SNP51471 SNP51472 SNP51473 SNP51474 SNP51475 SNP51476 SNP51477 SNP51478
     SNP51479 SNP51480 SNP51481 SNP51482 SNP51483 SNP51484 SNP51485 SNP51486
     SNP51487 SNP51488 SNP51489 SNP51490 SNP51491 SNP51492 SNP51493 SNP51494
     SNP51495 SNP51496 SNP51497 SNP51498 SNP51499 SNP51500 SNP51501 SNP51502
     SNP51503 SNP51504 SNP51505 SNP51506 SNP51507 SNP51508 SNP51509 SNP51510
     SNP51511 SNP51512 SNP51513 SNP51514 SNP51515 SNP51516 SNP51517 SNP51518
     SNP51519 SNP51520 SNP51521 SNP51522 SNP51523 SNP51524 SNP51525 SNP51526
     SNP51527 SNP51528 SNP51529 SNP51530 SNP51531 SNP51532 SNP51533 SNP51534
     SNP51535 SNP51536 SNP51537 SNP51538 SNP51539 SNP51540 SNP51541 SNP51542
     SNP51543 SNP51544 SNP51545 SNP51546 SNP51547 SNP51548 SNP51549 SNP51550
     SNP51551 SNP51552 SNP51553 SNP51554 SNP51555 SNP51556 SNP51557 SNP51558
     SNP51559 SNP51560 SNP51561 SNP51562 SNP51563 SNP51564 SNP51565 SNP51566
     SNP51567 SNP51568 SNP51569 SNP51570 SNP51571 SNP51572 SNP51573 SNP51574
     SNP51575 SNP51576 SNP51577 SNP51578 SNP51579 SNP51580 SNP51581 SNP51582
     SNP51583 SNP51584 SNP51585 SNP51586 SNP51587 SNP51588 SNP51589 SNP51590
     SNP51591 SNP51592 SNP51593 SNP51594 SNP51595 SNP51596 SNP51597 SNP51598
     SNP51599 SNP51600 SNP51601 SNP51602 SNP51603 SNP51604 SNP51605 SNP51606
     SNP51607 SNP51608 SNP51609 SNP51610 SNP51611 SNP51612 SNP51613 SNP51614
     SNP51615 SNP51616 SNP51617 SNP51618 SNP51619 SNP51620 SNP51621 SNP51622
     SNP51623 SNP51624 SNP51625 SNP51626 SNP51627 SNP51628 SNP51629 SNP51630
     SNP51631 SNP51632 SNP51633 SNP51634 SNP51635 SNP51636 SNP51637 SNP51638
     SNP51639 SNP51640 SNP51641 SNP51642 SNP51643 SNP51644 SNP51645 SNP51646
     SNP51647 SNP51648 SNP51649 SNP51650 SNP51651 SNP51652 SNP51653 SNP51654
     SNP51655 SNP51656 SNP51657 SNP51658 SNP51659 SNP51660 SNP51661 SNP51662
     SNP51663 SNP51664 SNP51665 SNP51666 SNP51667 SNP51668 SNP51669 SNP51670
     SNP51671 SNP51672 SNP51673 SNP51674 SNP51675 SNP51676 SNP51677 SNP51678
     SNP51679 SNP51680 SNP51681 SNP51682 SNP51683 SNP51684 SNP51685 SNP51686
     SNP51687 SNP51688 SNP51689 SNP51690 SNP51691 SNP51692 SNP51693 SNP51694
     SNP51695 SNP51696 SNP51697 SNP51698 SNP51699 SNP51700 SNP51701 SNP51702
     SNP51703 SNP51704 SNP51705 SNP51706 SNP51707 SNP51708 SNP51709 SNP51710
     SNP51711 SNP51712 SNP51713 SNP51714 SNP51715 SNP51716 SNP51717 SNP51718
     SNP51719 SNP51720 SNP51721 SNP51722 SNP51723 SNP51724 SNP51725 SNP51726
     SNP51727 SNP51728 SNP51729 SNP51730 SNP51731 SNP51732 SNP51733 SNP51734
     SNP51735 SNP51736 SNP51737 SNP51738 SNP51739 SNP51740 SNP51741 SNP51742
     SNP51743 SNP51744 SNP51745 SNP51746 SNP51747 SNP51748 SNP51749 SNP51750
     SNP51751 SNP51752 SNP51753 SNP51754 SNP51755 SNP51756 SNP51757 SNP51758
     SNP51759 SNP51760 SNP51761 SNP51762 SNP51763 SNP51764 SNP51765 SNP51766
     SNP51767 SNP51768 SNP51769 SNP51770 SNP51771 SNP51772 SNP51773 SNP51774
     SNP51775 SNP51776 SNP51777 SNP51778 SNP51779 SNP51780 SNP51781 SNP51782
     SNP51783 SNP51784 SNP51785 SNP51786 SNP51787 SNP51788 SNP51789 SNP51790
     SNP51791 SNP51792 SNP51793 SNP51794 SNP51795 SNP51796 SNP51797 SNP51798
     SNP51799 SNP51800 SNP51801 SNP51802 SNP51803 SNP51804 SNP51805 SNP51806
     SNP51807 SNP51808 SNP51809 SNP51810 SNP51811 SNP51812 SNP51813 SNP51814
     SNP51815 SNP51816 SNP51817 SNP51818 SNP51819 SNP51820 SNP51821 SNP51822
     SNP51823 SNP51824 SNP51825 SNP51826 SNP51827 SNP51828 SNP51829 SNP51830
     SNP51831 SNP51832 SNP51833 SNP51834 SNP51835 SNP51836 SNP51837 SNP51838
     SNP51839 SNP51840 SNP51841 SNP51842 SNP51843 SNP51844 SNP51845 SNP51846
     SNP51847 SNP51848 SNP51849 SNP51850 SNP51851 SNP51852 SNP51853 SNP51854
     SNP51855 SNP51856 SNP51857 SNP51858 SNP51859 SNP51860 SNP51861 SNP51862
     SNP51863 SNP51864 SNP51865 SNP51866 SNP51867 SNP51868 SNP51869 SNP51870
     SNP51871 SNP51872 SNP51873 SNP51874 SNP51875 SNP51876 SNP51877 SNP51878
     SNP51879 SNP51880 SNP51881 SNP51882 SNP51883 SNP51884 SNP51885 SNP51886
     SNP51887 SNP51888 SNP51889 SNP51890 SNP51891 SNP51892 SNP51893 SNP51894
     SNP51895 SNP51896 SNP51897 SNP51898 SNP51899 SNP51900 SNP51901 SNP51902
     SNP51903 SNP51904 SNP51905 SNP51906 SNP51907 SNP51908 SNP51909 SNP51910
     SNP51911 SNP51912 SNP51913 SNP51914 SNP51915 SNP51916 SNP51917 SNP51918
     SNP51919 SNP51920 SNP51921 SNP51922 SNP51923 SNP51924 SNP51925 SNP51926
     SNP51927 SNP51928 SNP51929 SNP51930 SNP51931 SNP51932 SNP51933 SNP51934
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     SNP51943 SNP51944 SNP51945 SNP51946 SNP51947 SNP51948 SNP51949 SNP51950
     SNP51951 SNP51952 SNP51953 SNP51954 SNP51955 SNP51956 SNP51957 SNP51958
     SNP51959 SNP51960 SNP51961 SNP51962 SNP51963 SNP51964 SNP51965 SNP51966
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     SNP101420 SNP101421 SNP101422 SNP101423 SNP101424 SNP101425 SNP101426
     SNP101427 SNP101428 SNP101429 SNP101430 SNP101431 SNP101432 SNP101433
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     SNP101455 SNP101456 SNP101457 SNP101458 SNP101459 SNP101460 SNP101461
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     SNP101476 SNP101477 SNP101478 SNP101479 SNP101480 SNP101481 SNP101482
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     SNP101497 SNP101498 SNP101499 SNP101500 SNP101501 SNP101502 SNP101503
     SNP101504 SNP101505 SNP101506 SNP101507 SNP101508 SNP101509 SNP101510
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     SNP101518 SNP101519 SNP101520 SNP101521 SNP101522 SNP101523 SNP101524
     SNP101525 SNP101526 SNP101527 SNP101528 SNP101529 SNP101530 SNP101531
     SNP101532 SNP101533 SNP101534 SNP101535 SNP101536 SNP101537 SNP101538
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     SNP101546 SNP101547 SNP101548 SNP101549 SNP101550 SNP101551 SNP101552
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     SNP101595 SNP101596 SNP101597 SNP101598 SNP101599 SNP101600 SNP101601
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     SNP101623 SNP101624 SNP101625 SNP101626 SNP101627 SNP101628 SNP101629
     SNP101630 SNP101631 SNP101632 SNP101633 SNP101634 SNP101635 SNP101636
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     SNP101665 SNP101666 SNP101667 SNP101668 SNP101669 SNP101670 SNP101671
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     SNP101896 SNP101897 SNP101898 SNP101899 SNP101900 SNP101901 SNP101902
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     SNP102036 SNP102037 SNP102038 SNP102039 SNP102040 SNP102041 SNP102042
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     SNP102386 SNP102387 SNP102388 SNP102389 SNP102390 SNP102391 SNP102392
     SNP102393 SNP102394 SNP102395 SNP102396 SNP102397 SNP102398 SNP102399
     SNP102400 SNP102401 SNP102402 SNP102403 SNP102404 SNP102405 SNP102406
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     SNP102414 SNP102415 SNP102416 SNP102417 SNP102418 SNP102419 SNP102420
     SNP102421 SNP102422 SNP102423 SNP102424 SNP102425 SNP102426 SNP102427
     SNP102428 SNP102429 SNP102430 SNP102431 SNP102432 SNP102433 SNP102434
     SNP102435 SNP102436 SNP102437 SNP102438 SNP102439 SNP102440 SNP102441
     SNP102442 SNP102443 SNP102444 SNP102445 SNP102446 SNP102447 SNP102448
     SNP102449 SNP102450 SNP102451 SNP102452 SNP102453 SNP102454 SNP102455
     SNP102456 SNP102457 SNP102458 SNP102459 SNP102460 SNP102461 SNP102462
     SNP102463 SNP102464 SNP102465 SNP102466 SNP102467 SNP102468 SNP102469
     SNP102470 SNP102471 SNP102472 SNP102473 SNP102474 SNP102475 SNP102476
     SNP102477 SNP102478 SNP102479 SNP102480 SNP102481 SNP102482 SNP102483
     SNP102484 SNP102485 SNP102486 SNP102487 SNP102488 SNP102489 SNP102490
     SNP102491 SNP102492 SNP102493 SNP102494 SNP102495 SNP102496 SNP102497
     SNP102498 SNP102499 SNP102500 SNP102501 SNP102502 SNP102503 SNP102504
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     SNP102778 SNP102779 SNP102780 SNP102781 SNP102782 SNP102783 SNP102784
     SNP102785 SNP102786 SNP102787 SNP102788 SNP102789 SNP102790 SNP102791
     SNP102792 SNP102793 SNP102794 SNP102795 SNP102796 SNP102797 SNP102798
     SNP102799 SNP102800 SNP102801 SNP102802 SNP102803 SNP102804 SNP102805
     SNP102806 SNP102807 SNP102808 SNP102809 SNP102810 SNP102811 SNP102812
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     SNP102827 SNP102828 SNP102829 SNP102830 SNP102831 SNP102832 SNP102833
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     SNP102862 SNP102863 SNP102864 SNP102865 SNP102866 SNP102867 SNP102868
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     SNP102876 SNP102877 SNP102878 SNP102879 SNP102880 SNP102881 SNP102882
     SNP102883 SNP102884 SNP102885 SNP102886 SNP102887 SNP102888 SNP102889
     SNP102890 SNP102891 SNP102892 SNP102893 SNP102894 SNP102895 SNP102896
     SNP102897 SNP102898 SNP102899 SNP102900 SNP102901 SNP102902 SNP102903
     SNP102904 SNP102905 SNP102906 SNP102907 SNP102908 SNP102909 SNP102910
     SNP102911 SNP102912 SNP102913 SNP102914 SNP102915 SNP102916 SNP102917
     SNP102918 SNP102919 SNP102920 SNP102921 SNP102922 SNP102923 SNP102924
     SNP102925 SNP102926 SNP102927 SNP102928 SNP102929 SNP102930 SNP102931
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     SNP102946 SNP102947 SNP102948 SNP102949 SNP102950 SNP102951 SNP102952
     SNP102953 SNP102954 SNP102955 SNP102956 SNP102957 SNP102958 SNP102959
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     SNP102974 SNP102975 SNP102976 SNP102977 SNP102978 SNP102979 SNP102980
     SNP102981 SNP102982 SNP102983 SNP102984 SNP102985 SNP102986 SNP102987
     SNP102988 SNP102989 SNP102990 SNP102991 SNP102992 SNP102993 SNP102994
     SNP102995 SNP102996 SNP102997 SNP102998 SNP102999 SNP103000 SNP103001
     SNP103002 SNP103003 SNP103004 SNP103005 SNP103006 SNP103007 SNP103008
     SNP103009 SNP103010 SNP103011 SNP103012 SNP103013 SNP103014 SNP103015
     SNP103016 SNP103017 SNP103018 SNP103019 SNP103020 SNP103021 SNP103022
     SNP103023 SNP103024 SNP103025 SNP103026 SNP103027 SNP103028 SNP103029
     SNP103030 SNP103031 SNP103032 SNP103033 SNP103034 SNP103035 SNP103036
     SNP103037 SNP103038 SNP103039 SNP103040 SNP103041 SNP103042 SNP103043
     SNP103044 SNP103045 SNP103046 SNP103047 SNP103048 SNP103049 SNP103050
     SNP103051 SNP103052 SNP103053 SNP103054 SNP103055 SNP103056 SNP103057
     SNP103058 SNP103059 SNP103060 SNP103061 SNP103062 SNP103063 SNP103064
     SNP103065 SNP103066 SNP103067 SNP103068 SNP103069 SNP103070 SNP103071
     SNP103072 SNP103073 SNP103074 SNP103075 SNP103076 SNP103077 SNP103078
     SNP103079 SNP103080 SNP103081 SNP103082 SNP103083 SNP103084 SNP103085
     SNP103086 SNP103087 SNP103088 SNP103089 SNP103090 SNP103091 SNP103092
     SNP103093 SNP103094 SNP103095 SNP103096 SNP103097 SNP103098 SNP103099
     SNP103100 SNP103101 SNP103102 SNP103103 SNP103104 SNP103105 SNP103106
     SNP103107 SNP103108 SNP103109 SNP103110 SNP103111 SNP103112 SNP103113
     SNP103114 SNP103115 SNP103116 SNP103117 SNP103118 SNP103119 SNP103120
     SNP103121 SNP103122 SNP103123 SNP103124 SNP103125 SNP103126 SNP103127
     SNP103128 SNP103129 SNP103130 SNP103131 SNP103132 SNP103133 SNP103134
     SNP103135 SNP103136 SNP103137 SNP103138 SNP103139 SNP103140 SNP103141
     SNP103142 SNP103143 SNP103144 SNP103145 SNP103146 SNP103147 SNP103148
     SNP103149 SNP103150 SNP103151 SNP103152 SNP103153 SNP103154 SNP103155
     SNP103156 SNP103157 SNP103158 SNP103159 SNP103160 SNP103161 SNP103162
     SNP103163 SNP103164 SNP103165 SNP103166 SNP103167 SNP103168 SNP103169
     SNP103170 SNP103171 SNP103172 SNP103173 SNP103174 SNP103175 SNP103176
     SNP103177 SNP103178 SNP103179 SNP103180 SNP103181 SNP103182 SNP103183
     SNP103184 SNP103185 SNP103186 SNP103187 SNP103188 SNP103189 SNP103190
     SNP103191 SNP103192 SNP103193 SNP103194 SNP103195 SNP103196 SNP103197
     SNP103198 SNP103199 SNP103200 SNP103201 SNP103202 SNP103203 SNP103204
     SNP103205 SNP103206 SNP103207 SNP103208 SNP103209 SNP103210 SNP103211
     SNP103212 SNP103213 SNP103214 SNP103215 SNP103216 SNP103217 SNP103218
     SNP103219 SNP103220 SNP103221 SNP103222 SNP103223 SNP103224 SNP103225
     SNP103226 SNP103227 SNP103228 SNP103229 SNP103230 SNP103231 SNP103232
     SNP103233 SNP103234 SNP103235 SNP103236 SNP103237 SNP103238 SNP103239
     SNP103240 SNP103241 SNP103242 SNP103243 SNP103244 SNP103245 SNP103246
     SNP103247 SNP103248 SNP103249 SNP103250 SNP103251 SNP103252 SNP103253
     SNP103254 SNP103255 SNP103256 SNP103257 SNP103258 SNP103259 SNP103260
     SNP103261 SNP103262 SNP103263 SNP103264 SNP103265 SNP103266 SNP103267
     SNP103268 SNP103269 SNP103270 SNP103271 SNP103272 SNP103273 SNP103274
     SNP103275 SNP103276 SNP103277 SNP103278 SNP103279 SNP103280 SNP103281
     SNP103282 SNP103283 SNP103284 SNP103285 SNP103286 SNP103287 SNP103288
     SNP103289 SNP103290 SNP103291 SNP103292 SNP103293 SNP103294 SNP103295
     SNP103296 SNP103297 SNP103298 SNP103299 SNP103300 SNP103301 SNP103302
     SNP103303 SNP103304 SNP103305 SNP103306 SNP103307 SNP103308 SNP103309
     SNP103310 SNP103311 SNP103312 SNP103313 SNP103314 SNP103315 SNP103316
     SNP103317 SNP103318 SNP103319 SNP103320 SNP103321 SNP103322 SNP103323
     SNP103324 SNP103325 SNP103326 SNP103327 SNP103328 SNP103329 SNP103330
     SNP103331 SNP103332 SNP103333 SNP103334 SNP103335 SNP103336 SNP103337
     SNP103338 SNP103339 SNP103340 SNP103341 SNP103342 SNP103343 SNP103344
     SNP103345 SNP103346 SNP103347 SNP103348 SNP103349 SNP103350 SNP103351
     SNP103352 SNP103353 SNP103354 SNP103355 SNP103356 SNP103357 SNP103358
     SNP103359 SNP103360 SNP103361 SNP103362 SNP103363 SNP103364 SNP103365
     SNP103366 SNP103367 SNP103368 SNP103369 SNP103370 SNP103371 SNP103372
     SNP103373 SNP103374 SNP103375 SNP103376 SNP103377 SNP103378 SNP103379
     SNP103380 SNP103381 SNP103382 SNP103383 SNP103384 SNP103385 SNP103386
     SNP103387 SNP103388 SNP103389 SNP103390 SNP103391 SNP103392 SNP103393
     SNP103394 SNP103395 SNP103396 SNP103397 SNP103398 SNP103399 SNP103400
     SNP103401 SNP103402 SNP103403 SNP103404 SNP103405 SNP103406 SNP103407
     SNP103408 SNP103409 SNP103410 SNP103411 SNP103412 SNP103413 SNP103414
     SNP103415 SNP103416 SNP103417 SNP103418 SNP103419 SNP103420 SNP103421
     SNP103422 SNP103423 SNP103424 SNP103425 SNP103426 SNP103427 SNP103428
     SNP103429 SNP103430 SNP103431 SNP103432 SNP103433 SNP103434 SNP103435
     SNP103436 SNP103437 SNP103438 SNP103439 SNP103440 SNP103441 SNP103442
     SNP103443 SNP103444 SNP103445 SNP103446 SNP103447 SNP103448 SNP103449
     SNP103450 SNP103451 SNP103452 SNP103453 SNP103454 SNP103455 SNP103456
     SNP103457 SNP103458 SNP103459 SNP103460 SNP103461 SNP103462 SNP103463
     SNP103464 SNP103465 SNP103466 SNP103467 SNP103468 SNP103469 SNP103470
     SNP103471 SNP103472 SNP103473 SNP103474 SNP103475 SNP103476 SNP103477
     SNP103478 SNP103479 SNP103480 SNP103481 SNP103482 SNP103483 SNP103484
     SNP103485 SNP103486 SNP103487 SNP103488 SNP103489 SNP103490 SNP103491
     SNP103492 SNP103493 SNP103494 SNP103495 SNP103496 SNP103497 SNP103498
     SNP103499 SNP103500 SNP103501 SNP103502 SNP103503 SNP103504 SNP103505
     SNP103506 SNP103507 SNP103508 SNP103509 SNP103510 SNP103511 SNP103512
     SNP103513 SNP103514 SNP103515 SNP103516 SNP103517 SNP103518 SNP103519
     SNP103520 SNP103521 SNP103522 SNP103523 SNP103524 SNP103525 SNP103526
     SNP103527 SNP103528 SNP103529 SNP103530 SNP103531 SNP103532 SNP103533
     SNP103534 SNP103535 SNP103536 SNP103537 SNP103538 SNP103539 SNP103540
     SNP103541 SNP103542 SNP103543 SNP103544 SNP103545 SNP103546 SNP103547
     SNP103548 SNP103549 SNP103550 SNP103551 SNP103552 SNP103553 SNP103554
     SNP103555 SNP103556 SNP103557 SNP103558 SNP103559 SNP103560 SNP103561
     SNP103562 SNP103563 SNP103564 SNP103565 SNP103566 SNP103567 SNP103568
     SNP103569 SNP103570 SNP103571 SNP103572 SNP103573 SNP103574 SNP103575
     SNP103576 SNP103577 SNP103578 SNP103579 SNP103580 SNP103581 SNP103582
     SNP103583 SNP103584 SNP103585 SNP103586 SNP103587 SNP103588 SNP103589
     SNP103590 SNP103591 SNP103592 SNP103593 SNP103594 SNP103595 SNP103596
     SNP103597 SNP103598 SNP103599 SNP103600 SNP103601 SNP103602 SNP103603
     SNP103604 SNP103605 SNP103606 SNP103607 SNP103608 SNP103609 SNP103610
     SNP103611 SNP103612 SNP103613 SNP103614 SNP103615 SNP103616 SNP103617
     SNP103618 SNP103619 SNP103620 SNP103621 SNP103622 SNP103623 SNP103624
     SNP103625 SNP103626 SNP103627 SNP103628 SNP103629 SNP103630 SNP103631
     SNP103632 SNP103633 SNP103634 SNP103635 SNP103636 SNP103637 SNP103638
     SNP103639 SNP103640 SNP103641 SNP103642 SNP103643 SNP103644 SNP103645
     SNP103646 SNP103647 SNP103648 SNP103649 SNP103650 SNP103651 SNP103652
     SNP103653 SNP103654 SNP103655 SNP103656 SNP103657 SNP103658 SNP103659
     SNP103660 SNP103661 SNP103662 SNP103663 SNP103664 SNP103665 SNP103666
     SNP103667 SNP103668 SNP103669 SNP103670 SNP103671 SNP103672 SNP103673
     SNP103674 SNP103675 SNP103676 SNP103677 SNP103678 SNP103679 SNP103680
     SNP103681 SNP103682 SNP103683 SNP103684 SNP103685 SNP103686 SNP103687
     SNP103688 SNP103689 SNP103690 SNP103691 SNP103692 SNP103693 SNP103694
     SNP103695 SNP103696 SNP103697 SNP103698 SNP103699 SNP103700 SNP103701
     SNP103702 SNP103703 SNP103704 SNP103705 SNP103706 SNP103707 SNP103708
     SNP103709 SNP103710 SNP103711 SNP103712 SNP103713 SNP103714 SNP103715
     SNP103716 SNP103717 SNP103718 SNP103719 SNP103720 SNP103721 SNP103722
     SNP103723 SNP103724 SNP103725 SNP103726 SNP103727 SNP103728 SNP103729
     SNP103730 SNP103731 SNP103732 SNP103733 SNP103734 SNP103735 SNP103736
     SNP103737 SNP103738 SNP103739 SNP103740 SNP103741 SNP103742 SNP103743
     SNP103744 SNP103745 SNP103746 SNP103747 SNP103748 SNP103749 SNP103750
     SNP103751 SNP103752 SNP103753 SNP103754 SNP103755 SNP103756 SNP103757
     SNP103758 SNP103759 SNP103760 SNP103761 SNP103762 SNP103763 SNP103764
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     SNP103772 SNP103773 SNP103774 SNP103775 SNP103776 SNP103777 SNP103778
     SNP103779 SNP103780 SNP103781 SNP103782 SNP103783 SNP103784 SNP103785
     SNP103786 SNP103787 SNP103788 SNP103789 SNP103790 SNP103791 SNP103792
     SNP103793 SNP103794 SNP103795 SNP103796 SNP103797 SNP103798 SNP103799
     SNP103800 SNP103801 SNP103802 SNP103803 SNP103804 SNP103805 SNP103806
     SNP103807 SNP103808 SNP103809 SNP103810 SNP103811 SNP103812 SNP103813
     SNP103814 SNP103815 SNP103816 SNP103817 SNP103818 SNP103819 SNP103820
     SNP103821 SNP103822 SNP103823 SNP103824 SNP103825 SNP103826 SNP103827
     SNP103828 SNP103829 SNP103830 SNP103831 SNP103832 SNP103833 SNP103834
     SNP103835 SNP103836 SNP103837 SNP103838 SNP103839 SNP103840 SNP103841
     SNP103842 SNP103843 SNP103844 SNP103845 SNP103846 SNP103847 SNP103848
     SNP103849 SNP103850 SNP103851 SNP103852 SNP103853 SNP103854 SNP103855
     SNP103856 SNP103857 SNP103858 SNP103859 SNP103860 SNP103861 SNP103862
     SNP103863 SNP103864 SNP103865 SNP103866 SNP103867 SNP103868 SNP103869
     SNP103870 SNP103871 SNP103872 SNP103873 SNP103874 SNP103875 SNP103876
     SNP103877 SNP103878 SNP103879 SNP103880 SNP103881 SNP103882 SNP103883
     SNP103884 SNP103885 SNP103886 SNP103887 SNP103888 SNP103889 SNP103890
     SNP103891 SNP103892 SNP103893 SNP103894 SNP103895 SNP103896 SNP103897
     SNP103898 SNP103899 SNP103900 SNP103901 SNP103902 SNP103903 SNP103904
     SNP103905 SNP103906 SNP103907 SNP103908 SNP103909 SNP103910 SNP103911
     SNP103912 SNP103913 SNP103914 SNP103915 SNP103916 SNP103917 SNP103918
     SNP103919 SNP103920 SNP103921 SNP103922 SNP103923 SNP103924 SNP103925
     SNP103926 SNP103927 SNP103928 SNP103929 SNP103930 SNP103931 SNP103932
     SNP103933 SNP103934 SNP103935 SNP103936 SNP103937 SNP103938 SNP103939
     SNP103940 SNP103941 SNP103942 SNP103943 SNP103944 SNP103945 SNP103946
     SNP103947 SNP103948 SNP103949 SNP103950 SNP103951 SNP103952 SNP103953
     SNP103954 SNP103955 SNP103956 SNP103957 SNP103958 SNP103959 SNP103960
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     SNP103968 SNP103969 SNP103970 SNP103971 SNP103972 SNP103973 SNP103974
     SNP103975 SNP103976 SNP103977 SNP103978 SNP103979 SNP103980 SNP103981
     SNP103982 SNP103983 SNP103984 SNP103985 SNP103986 SNP103987 SNP103988
     SNP103989 SNP103990 SNP103991 SNP103992 SNP103993 SNP103994 SNP103995
     SNP103996 SNP103997 SNP103998 SNP103999 SNP104000 SNP104001 SNP104002
     SNP104003 SNP104004 SNP104005 SNP104006 SNP104007 SNP104008 SNP104009
     SNP104010 SNP104011 SNP104012 SNP104013 SNP104014 SNP104015 SNP104016
     SNP104017 SNP104018 SNP104019 SNP104020 SNP104021 SNP104022 SNP104023
     SNP104024 SNP104025 SNP104026 SNP104027 SNP104028 SNP104029 SNP104030
     SNP104031 SNP104032 SNP104033 SNP104034 SNP104035 SNP104036 SNP104037
     SNP104038 SNP104039 SNP104040 SNP104041 SNP104042 SNP104043 SNP104044
     SNP104045 SNP104046 SNP104047 SNP104048 SNP104049 SNP104050 SNP104051
     SNP104052 SNP104053 SNP104054 SNP104055 SNP104056 SNP104057 SNP104058
     SNP104059 SNP104060 SNP104061 SNP104062 SNP104063 SNP104064 SNP104065
     SNP104066 SNP104067 SNP104068 SNP104069 SNP104070 SNP104071 SNP104072
     SNP104073 SNP104074 SNP104075 SNP104076 SNP104077 SNP104078 SNP104079
     SNP104080 SNP104081 SNP104082 SNP104083 SNP104084 SNP104085 SNP104086
     SNP104087 SNP104088 SNP104089 SNP104090 SNP104091 SNP104092 SNP104093
     SNP104094 SNP104095 SNP104096 SNP104097 SNP104098 SNP104099 SNP104100
     SNP104101 SNP104102 SNP104103 SNP104104 SNP104105 SNP104106 SNP104107
     SNP104108 SNP104109 SNP104110 SNP104111 SNP104112 SNP104113 SNP104114
     SNP104115 SNP104116 SNP104117 SNP104118 SNP104119 SNP104120 SNP104121
     SNP104122 SNP104123 SNP104124 SNP104125 SNP104126 SNP104127 SNP104128
     SNP104129 SNP104130 SNP104131 SNP104132 SNP104133 SNP104134 SNP104135
     SNP104136 SNP104137 SNP104138 SNP104139 SNP104140 SNP104141 SNP104142
     SNP104143 SNP104144 SNP104145 SNP104146 SNP104147 SNP104148 SNP104149
     SNP104150 SNP104151 SNP104152 SNP104153 SNP104154 SNP104155 SNP104156
     SNP104157 SNP104158 SNP104159 SNP104160 SNP104161 SNP104162 SNP104163
     SNP104164 SNP104165 SNP104166 SNP104167 SNP104168 SNP104169 SNP104170
     SNP104171 SNP104172 SNP104173 SNP104174 SNP104175 SNP104176 SNP104177
     SNP104178 SNP104179 SNP104180 SNP104181 SNP104182 SNP104183 SNP104184
     SNP104185 SNP104186 SNP104187 SNP104188 SNP104189 SNP104190 SNP104191
     SNP104192 SNP104193 SNP104194 SNP104195 SNP104196 SNP104197 SNP104198
     SNP104199 SNP104200 SNP104201 SNP104202 SNP104203 SNP104204 SNP104205
     SNP104206 SNP104207 SNP104208 SNP104209 SNP104210 SNP104211 SNP104212
     SNP104213 SNP104214 SNP104215 SNP104216 SNP104217 SNP104218 SNP104219
     SNP104220 SNP104221 SNP104222 SNP104223 SNP104224 SNP104225 SNP104226
     SNP104227 SNP104228 SNP104229 SNP104230 SNP104231 SNP104232 SNP104233
     SNP104234 SNP104235 SNP104236 SNP104237 SNP104238 SNP104239 SNP104240
     SNP104241 SNP104242 SNP104243 SNP104244 SNP104245 SNP104246 SNP104247
     SNP104248 SNP104249 SNP104250 SNP104251 SNP104252 SNP104253 SNP104254
     SNP104255 SNP104256 SNP104257 SNP104258 SNP104259 SNP104260 SNP104261
     SNP104262 SNP104263 SNP104264 SNP104265 SNP104266 SNP104267 SNP104268
     SNP104269 SNP104270 SNP104271 SNP104272 SNP104273 SNP104274 SNP104275
     SNP104276 SNP104277 SNP104278 SNP104279 SNP104280 SNP104281 SNP104282
     SNP104283 SNP104284 SNP104285 SNP104286 SNP104287 SNP104288 SNP104289
     SNP104290 SNP104291 SNP104292 SNP104293 SNP104294 SNP104295 SNP104296
     SNP104297 SNP104298 SNP104299 SNP104300 SNP104301 SNP104302 SNP104303
     SNP104304 SNP104305 SNP104306 SNP104307 SNP104308 SNP104309 SNP104310
     SNP104311 SNP104312 SNP104313 SNP104314 SNP104315 SNP104316 SNP104317
     SNP104318 SNP104319 SNP104320 SNP104321 SNP104322 SNP104323 SNP104324
     SNP104325 SNP104326 SNP104327 SNP104328 SNP104329 SNP104330 SNP104331
     SNP104332 SNP104333 SNP104334 SNP104335 SNP104336 SNP104337 SNP104338
     SNP104339 SNP104340 SNP104341 SNP104342 SNP104343 SNP104344 SNP104345
     SNP104346 SNP104347 SNP104348 SNP104349 SNP104350 SNP104351 SNP104352
     SNP104353 SNP104354 SNP104355 SNP104356 SNP104357 SNP104358 SNP104359
     SNP104360 SNP104361 SNP104362 SNP104363 SNP104364 SNP104365 SNP104366
     SNP104367 SNP104368 SNP104369 SNP104370 SNP104371 SNP104372 SNP104373
     SNP104374 SNP104375 SNP104376 SNP104377 SNP104378 SNP104379 SNP104380
     SNP104381 SNP104382 SNP104383 SNP104384 SNP104385 SNP104386 SNP104387
     SNP104388 SNP104389 SNP104390 SNP104391 SNP104392 SNP104393 SNP104394
     SNP104395 SNP104396 SNP104397 SNP104398 SNP104399 SNP104400 SNP104401
     SNP104402 SNP104403 SNP104404 SNP104405 SNP104406 SNP104407 SNP104408
     SNP104409 SNP104410 SNP104411 SNP104412 SNP104413 SNP104414 SNP104415
     SNP104416 SNP104417 SNP104418 SNP104419 SNP104420 SNP104421 SNP104422
     SNP104423 SNP104424 SNP104425 SNP104426 SNP104427 SNP104428 SNP104429
     SNP104430 SNP104431 SNP104432 SNP104433 SNP104434 SNP104435 SNP104436
     SNP104437 SNP104438 SNP104439 SNP104440 SNP104441 SNP104442 SNP104443
     SNP104444 SNP104445 SNP104446 SNP104447 SNP104448 SNP104449 SNP104450
     SNP104451 SNP104452 SNP104453 SNP104454 SNP104455 SNP104456 SNP104457
     SNP104458 SNP104459 SNP104460 SNP104461 SNP104462 SNP104463 SNP104464
     SNP104465 SNP104466 SNP104467 SNP104468 SNP104469 SNP104470 SNP104471
     SNP104472 SNP104473 SNP104474 SNP104475 SNP104476 SNP104477 SNP104478
     SNP104479 SNP104480 SNP104481 SNP104482 SNP104483 SNP104484 SNP104485
     SNP104486 SNP104487 SNP104488 SNP104489 SNP104490 SNP104491 SNP104492
     SNP104493 SNP104494 SNP104495 SNP104496 SNP104497 SNP104498 SNP104499
     SNP104500 SNP104501 SNP104502 SNP104503 SNP104504 SNP104505 SNP104506
     SNP104507 SNP104508 SNP104509 SNP104510 SNP104511 SNP104512 SNP104513
     SNP104514 SNP104515 SNP104516 SNP104517 SNP104518 SNP104519 SNP104520
     SNP104521 SNP104522 SNP104523 SNP104524 SNP104525 SNP104526 SNP104527
     SNP104528 SNP104529 SNP104530 SNP104531 SNP104532 SNP104533 SNP104534
     SNP104535 SNP104536 SNP104537 SNP104538 SNP104539 SNP104540 SNP104541
     SNP104542 SNP104543 SNP104544 SNP104545 SNP104546 SNP104547 SNP104548
     SNP104549 SNP104550 SNP104551 SNP104552 SNP104553 SNP104554 SNP104555
     SNP104556 SNP104557 SNP104558 SNP104559 SNP104560 SNP104561 SNP104562
     SNP104563 SNP104564 SNP104565 SNP104566 SNP104567 SNP104568 SNP104569
     SNP104570 SNP104571 SNP104572 SNP104573 SNP104574 SNP104575 SNP104576
     SNP104577 SNP104578 SNP104579 SNP104580 SNP104581 SNP104582 SNP104583
     SNP104584 SNP104585 SNP104586 SNP104587 SNP104588 SNP104589 SNP104590
     SNP104591 SNP104592 SNP104593 SNP104594 SNP104595 SNP104596 SNP104597
     SNP104598 SNP104599 SNP104600 SNP104601 SNP104602 SNP104603 SNP104604
     SNP104605 SNP104606 SNP104607 SNP104608 SNP104609 SNP104610 SNP104611
     SNP104612 SNP104613 SNP104614 SNP104615 SNP104616 SNP104617 SNP104618
     SNP104619 SNP104620 SNP104621 SNP104622 SNP104623 SNP104624 SNP104625
     SNP104626 SNP104627 SNP104628 SNP104629 SNP104630 SNP104631 SNP104632
     SNP104633 SNP104634 SNP104635 SNP104636 SNP104637 SNP104638 SNP104639
     SNP104640 SNP104641 SNP104642 SNP104643 SNP104644 SNP104645 SNP104646
     SNP104647 SNP104648 SNP104649 SNP104650 SNP104651 SNP104652 SNP104653
     SNP104654 SNP104655 SNP104656 SNP104657 SNP104658 SNP104659 SNP104660
     SNP104661 SNP104662 SNP104663 SNP104664 SNP104665 SNP104666 SNP104667
     SNP104668 SNP104669 SNP104670 SNP104671 SNP104672 SNP104673 SNP104674
     SNP104675 SNP104676 SNP104677 SNP104678 SNP104679 SNP104680 SNP104681
     SNP104682 SNP104683 SNP104684 SNP104685 SNP104686 SNP104687 SNP104688
     SNP104689 SNP104690 SNP104691 SNP104692 SNP104693 SNP104694 SNP104695
     SNP104696 SNP104697 SNP104698 SNP104699 SNP104700 SNP104701 SNP104702
     SNP104703 SNP104704 SNP104705 SNP104706 SNP104707 SNP104708 SNP104709
     SNP104710 SNP104711 SNP104712 SNP104713 SNP104714 SNP104715 SNP104716
     SNP104717 SNP104718 SNP104719 SNP104720 SNP104721 SNP104722 SNP104723
     SNP104724 SNP104725 SNP104726 SNP104727 SNP104728 SNP104729 SNP104730
     SNP104731 SNP104732 SNP104733 SNP104734 SNP104735 SNP104736 SNP104737
     SNP104738 SNP104739 SNP104740 SNP104741 SNP104742 SNP104743 SNP104744
     SNP104745 SNP104746 SNP104747 SNP104748 SNP104749 SNP104750 SNP104751
     SNP104752 SNP104753 SNP104754 SNP104755 SNP104756 SNP104757 SNP104758
     SNP104759 SNP104760 SNP104761 SNP104762 SNP104763 SNP104764 SNP104765
     SNP104766 SNP104767 SNP104768 SNP104769 SNP104770 SNP104771 SNP104772
     SNP104773 SNP104774 SNP104775 SNP104776 SNP104777 SNP104778 SNP104779
     SNP104780 SNP104781 SNP104782 SNP104783 SNP104784 SNP104785 SNP104786
     SNP104787 SNP104788 SNP104789 SNP104790 SNP104791 SNP104792 SNP104793
     SNP104794 SNP104795 SNP104796 SNP104797 SNP104798 SNP104799 SNP104800
     SNP104801 SNP104802 SNP104803 SNP104804 SNP104805 SNP104806 SNP104807
     SNP104808 SNP104809 SNP104810 SNP104811 SNP104812 SNP104813 SNP104814
     SNP104815 SNP104816 SNP104817 SNP104818 SNP104819 SNP104820 SNP104821
     SNP104822 SNP104823 SNP104824 SNP104825 SNP104826 SNP104827 SNP104828
     SNP104829 SNP104830 SNP104831 SNP104832 SNP104833 SNP104834 SNP104835
     SNP104836 SNP104837 SNP104838 SNP104839 SNP104840 SNP104841 SNP104842
     SNP104843 SNP104844 SNP104845 SNP104846 SNP104847 SNP104848 SNP104849
     SNP104850 SNP104851 SNP104852 SNP104853 SNP104854 SNP104855 SNP104856
     SNP104857 SNP104858 SNP104859 SNP104860 SNP104861 SNP104862 SNP104863
     SNP104864 SNP104865 SNP104866 SNP104867 SNP104868 SNP104869 SNP104870
     SNP104871 SNP104872 SNP104873 SNP104874 SNP104875 SNP104876 SNP104877
     SNP104878 SNP104879 SNP104880 SNP104881 SNP104882 SNP104883 SNP104884
     SNP104885 SNP104886 SNP104887 SNP104888 SNP104889 SNP104890 SNP104891
     SNP104892 SNP104893 SNP104894 SNP104895 SNP104896 SNP104897 SNP104898
     SNP104899 SNP104900 SNP104901 SNP104902 SNP104903 SNP104904 SNP104905
     SNP104906 SNP104907 SNP104908 SNP104909 SNP104910 SNP104911 SNP104912
     SNP104913 SNP104914 SNP104915 SNP104916 SNP104917 SNP104918 SNP104919
     SNP104920 SNP104921 SNP104922 SNP104923 SNP104924 SNP104925 SNP104926
     SNP104927 SNP104928 SNP104929 SNP104930 SNP104931 SNP104932 SNP104933
     SNP104934 SNP104935 SNP104936 SNP104937 SNP104938 SNP104939 SNP104940
     SNP104941 SNP104942 SNP104943 SNP104944 SNP104945 SNP104946 SNP104947
     SNP104948 SNP104949 SNP104950 SNP104951 SNP104952 SNP104953 SNP104954
     SNP104955 SNP104956 SNP104957 SNP104958 SNP104959 SNP104960 SNP104961
     SNP104962 SNP104963 SNP104964 SNP104965 SNP104966 SNP104967 SNP104968
     SNP104969 SNP104970 SNP104971 SNP104972 SNP104973 SNP104974 SNP104975
     SNP104976 SNP104977 SNP104978 SNP104979 SNP104980 SNP104981 SNP104982
     SNP104983 SNP104984 SNP104985 SNP104986 SNP104987 SNP104988 SNP104989
     SNP104990 SNP104991 SNP104992 SNP104993 SNP104994 SNP104995 SNP104996
     SNP104997 SNP104998 SNP104999 SNP105000 SNP105001 SNP105002 SNP105003
     SNP105004 SNP105005 SNP105006 SNP105007 SNP105008 SNP105009 SNP105010
     SNP105011 SNP105012 SNP105013 SNP105014 SNP105015 SNP105016 SNP105017
     SNP105018 SNP105019 SNP105020 SNP105021 SNP105022 SNP105023 SNP105024
     SNP105025 SNP105026 SNP105027 SNP105028 SNP105029 SNP105030 SNP105031
     SNP105032 SNP105033 SNP105034 SNP105035 SNP105036 SNP105037 SNP105038
     SNP105039 SNP105040 SNP105041 SNP105042 SNP105043 SNP105044 SNP105045
     SNP105046 SNP105047 SNP105048 SNP105049 SNP105050 SNP105051 SNP105052
     SNP105053 SNP105054 SNP105055 SNP105056 SNP105057 SNP105058 SNP105059
     SNP105060 SNP105061 SNP105062 SNP105063 SNP105064 SNP105065 SNP105066
     SNP105067 SNP105068 SNP105069 SNP105070 SNP105071 SNP105072 SNP105073
     SNP105074 SNP105075 SNP105076 SNP105077 SNP105078 SNP105079 SNP105080
     SNP105081 SNP105082 SNP105083 SNP105084 SNP105085 SNP105086 SNP105087
     SNP105088 SNP105089 SNP105090 SNP105091 SNP105092 SNP105093 SNP105094
     SNP105095 SNP105096 SNP105097 SNP105098 SNP105099 SNP105100 SNP105101
     SNP105102 SNP105103 SNP105104 SNP105105 SNP105106 SNP105107 SNP105108
     SNP105109 SNP105110 SNP105111 SNP105112 SNP105113 SNP105114 SNP105115
     SNP105116 SNP105117 SNP105118 SNP105119 SNP105120 SNP105121 SNP105122
     SNP105123 SNP105124 SNP105125 SNP105126 SNP105127 SNP105128 SNP105129
     SNP105130 SNP105131 SNP105132 SNP105133 SNP105134 SNP105135 SNP105136
     SNP105137 SNP105138 SNP105139 SNP105140 SNP105141 SNP105142 SNP105143
     SNP105144 SNP105145 SNP105146 SNP105147 SNP105148 SNP105149 SNP105150
     SNP105151 SNP105152 SNP105153 SNP105154 SNP105155 SNP105156 SNP105157
     SNP105158 SNP105159 SNP105160 SNP105161 SNP105162 SNP105163 SNP105164
     SNP105165 SNP105166 SNP105167 SNP105168 SNP105169 SNP105170 SNP105171
     SNP105172 SNP105173 SNP105174 SNP105175 SNP105176 SNP105177 SNP105178
     SNP105179 SNP105180 SNP105181 SNP105182 SNP105183 SNP105184 SNP105185
     SNP105186 SNP105187 SNP105188 SNP105189 SNP105190 SNP105191 SNP105192
     SNP105193 SNP105194 SNP105195 SNP105196 SNP105197 SNP105198 SNP105199
     SNP105200 SNP105201 SNP105202 SNP105203 SNP105204 SNP105205 SNP105206
     SNP105207 SNP105208 SNP105209 SNP105210 SNP105211 SNP105212 SNP105213
     SNP105214 SNP105215 SNP105216 SNP105217 SNP105218 SNP105219 SNP105220
     SNP105221 SNP105222 SNP105223 SNP105224 SNP105225 SNP105226 SNP105227
     SNP105228 SNP105229 SNP105230 SNP105231 SNP105232 SNP105233 SNP105234
     SNP105235 SNP105236 SNP105237 SNP105238 SNP105239 SNP105240 SNP105241
     SNP105242 SNP105243 SNP105244 SNP105245 SNP105246 SNP105247 SNP105248
     SNP105249 SNP105250 SNP105251 SNP105252 SNP105253 SNP105254 SNP105255
     SNP105256 SNP105257 SNP105258 SNP105259 SNP105260 SNP105261 SNP105262
     SNP105263 SNP105264 SNP105265 SNP105266 SNP105267 SNP105268 SNP105269
     SNP105270 SNP105271 SNP105272 SNP105273 SNP105274 SNP105275 SNP105276
     SNP105277 SNP105278 SNP105279 SNP105280 SNP105281 SNP105282 SNP105283
     SNP105284 SNP105285 SNP105286 SNP105287 SNP105288 SNP105289 SNP105290
     SNP105291 SNP105292 SNP105293 SNP105294 SNP105295 SNP105296 SNP105297
     SNP105298 SNP105299 SNP105300 SNP105301 SNP105302 SNP105303 SNP105304
     SNP105305 SNP105306 SNP105307 SNP105308 SNP105309 SNP105310 SNP105311

     SNP105312 SNP105313 SNP105314 SNP105315 SNP105316 SNP105317 SNP105318
     SNP105319 SNP105320 SNP105321 SNP105322 SNP105323 SNP105324 SNP105325
     SNP105326 SNP105327 SNP105328 SNP105329 SNP105330 SNP105331 SNP105332
     SNP105333 SNP105334 SNP105335 SNP105336 SNP105337 SNP105338 SNP105339
     SNP105340 SNP105341 SNP105342 SNP105343 SNP105344 SNP105345 SNP105346
     SNP105347 SNP105348 SNP105349 SNP105350 SNP105351 SNP105352 SNP105353
     SNP105354 SNP105355 SNP105356 SNP105357 SNP105358 SNP105359 SNP105360
     SNP105361 SNP105362 SNP105363 SNP105364 SNP105365 SNP105366 SNP105367
     SNP105368 SNP105369 SNP105370 SNP105371 SNP105372 SNP105373 SNP105374
     SNP105375 SNP105376 SNP105377 SNP105378 SNP105379 SNP105380 SNP105381
     SNP105382 SNP105383 SNP105384 SNP105385 SNP105386 SNP105387 SNP105388
     SNP105389 SNP105390 SNP105391 SNP105392 SNP105393 SNP105394 SNP105395
     SNP105396 SNP105397 SNP105398 SNP105399 SNP105400 SNP105401 SNP105402
     SNP105403 SNP105404 SNP105405 SNP105406 SNP105407 SNP105408 SNP105409
     SNP105410 SNP105411 SNP105412 SNP105413 SNP105414 SNP105415 SNP105416
     SNP105417 SNP105418 SNP105419 SNP105420 SNP105421 SNP105422 SNP105423
     SNP105424 SNP105425 SNP105426 SNP105427 SNP105428 SNP105429 SNP105430
     SNP105431 SNP105432 SNP105433 SNP105434 SNP105435 SNP105436 SNP105437
     SNP105438 SNP105439 SNP105440 SNP105441 SNP105442 SNP105443 SNP105444
     SNP105445 SNP105446 SNP105447 SNP105448 SNP105449 SNP105450 SNP105451
     SNP105452 SNP105453 SNP105454 SNP105455 SNP105456 SNP105457 SNP105458
     SNP105459 SNP105460 SNP105461 SNP105462 SNP105463 SNP105464 SNP105465
     SNP105466 SNP105467 SNP105468 SNP105469 SNP105470 SNP105471 SNP105472
     SNP105473 SNP105474 SNP105475 SNP105476 SNP105477 SNP105478 SNP105479
     SNP105480 SNP105481 SNP105482 SNP105483 SNP105484 SNP105485 SNP105486
     SNP105487 SNP105488 SNP105489 SNP105490 SNP105491 SNP105492 SNP105493
     SNP105494 SNP105495 SNP105496 SNP105497 SNP105498 SNP105499 SNP105500
     SNP105501 SNP105502 SNP105503 SNP105504 SNP105505 SNP105506 SNP105507
     SNP105508 SNP105509 SNP105510 SNP105511 SNP105512 SNP105513 SNP105514
     SNP105515 SNP105516 SNP105517 SNP105518 SNP105519 SNP105520 SNP105521
     SNP105522 SNP105523 SNP105524 SNP105525 SNP105526 SNP105527 SNP105528
     SNP105529 SNP105530 SNP105531 SNP105532 SNP105533 SNP105534 SNP105535
     SNP105536 SNP105537 SNP105538 SNP105539 SNP105540 SNP105541 SNP105542
     SNP105543 SNP105544 SNP105545 SNP105546 SNP105547 SNP105548 SNP105549
     SNP105550 SNP105551 SNP105552 SNP105553 SNP105554 SNP105555 SNP105556
     SNP105557 SNP105558 SNP105559 SNP105560 SNP105561 SNP105562 SNP105563
     SNP105564 SNP105565 SNP105566 SNP105567 SNP105568 SNP105569 SNP105570
     SNP105571 SNP105572 SNP105573 SNP105574 SNP105575 SNP105576 SNP105577
     SNP105578 SNP105579 SNP105580 SNP105581 SNP105582 SNP105583 SNP105584
     SNP105585 SNP105586 SNP105587 SNP105588 SNP105589 SNP105590 SNP105591
     SNP105592 SNP105593 SNP105594 SNP105595 SNP105596 SNP105597 SNP105598
     SNP105599 SNP105600 SNP105601 SNP105602 SNP105603 SNP105604 SNP105605
     SNP105606 SNP105607 SNP105608 SNP105609 SNP105610 SNP105611 SNP105612
     SNP105613 SNP105614 SNP105615 SNP105616 SNP105617 SNP105618 SNP105619
     SNP105620 SNP105621 SNP105622 SNP105623 SNP105624 SNP105625 SNP105626
     SNP105627 SNP105628 SNP105629 SNP105630 SNP105631 SNP105632 SNP105633
     SNP105634 SNP105635 SNP105636 SNP105637 SNP105638 SNP105639 SNP105640
     SNP105641 SNP105642 SNP105643 SNP105644 SNP105645 SNP105646 SNP105647
     SNP105648 SNP105649 SNP105650 SNP105651 SNP105652 SNP105653 SNP105654
     SNP105655 SNP105656 SNP105657 SNP105658 SNP105659 SNP105660 SNP105661
     SNP105662 SNP105663 SNP105664 SNP105665 SNP105666 SNP105667 SNP105668
     SNP105669 SNP105670 SNP105671 SNP105672 SNP105673 SNP105674 SNP105675
     SNP105676 SNP105677 SNP105678 SNP105679 SNP105680 SNP105681 SNP105682
     SNP105683 SNP105684 SNP105685 SNP105686 SNP105687 SNP105688 SNP105689
     SNP105690 SNP105691 SNP105692 SNP105693 SNP105694 SNP105695 SNP105696
     SNP105697 SNP105698 SNP105699 SNP105700 SNP105701 SNP105702 SNP105703
     SNP105704 SNP105705 SNP105706 SNP105707 SNP105708 SNP105709 SNP105710
     SNP105711 SNP105712 SNP105713 SNP105714 SNP105715 SNP105716 SNP105717
     SNP105718 SNP105719 SNP105720 SNP105721 SNP105722 SNP105723 SNP105724
     SNP105725 SNP105726 SNP105727 SNP105728 SNP105729 SNP105730 SNP105731
     SNP105732 SNP105733 SNP105734 SNP105735 SNP105736 SNP105737 SNP105738
     SNP105739 SNP105740 SNP105741 SNP105742 SNP105743 SNP105744 SNP105745
     SNP105746 SNP105747 SNP105748 SNP105749 SNP105750 SNP105751 SNP105752
     SNP105753 SNP105754 SNP105755 SNP105756 SNP105757 SNP105758 SNP105759
     SNP105760 SNP105761 SNP105762 SNP105763 SNP105764 SNP105765 SNP105766
     SNP105767 SNP105768 SNP105769 SNP105770 SNP105771 SNP105772 SNP105773
     SNP105774 SNP105775 SNP105776 SNP105777 SNP105778 SNP105779 SNP105780
     SNP105781 SNP105782 SNP105783 SNP105784 SNP105785 SNP105786 SNP105787
     SNP105788 SNP105789 SNP105790 SNP105791 SNP105792 SNP105793 SNP105794
     SNP105795 SNP105796 SNP105797 SNP105798 SNP105799 SNP105800 SNP105801
     SNP105802 SNP105803 SNP105804 SNP105805 SNP105806 SNP105807 SNP105808
     SNP105809 SNP105810 SNP105811 SNP105812 SNP105813 SNP105814 SNP105815
     SNP105816 SNP105817 SNP105818 SNP105819 SNP105820 SNP105821 SNP105822
     SNP105823 SNP105824 SNP105825 SNP105826 SNP105827 SNP105828 SNP105829
     SNP105830 SNP105831 SNP105832 SNP105833 SNP105834 SNP105835 SNP105836
     SNP105837 SNP105838 SNP105839 SNP105840 SNP105841 SNP105842 SNP105843
     SNP105844 SNP105845 SNP105846 SNP105847 SNP105848 SNP105849 SNP105850
     SNP105851 SNP105852 SNP105853 SNP105854 SNP105855 SNP105856 SNP105857
     SNP105858 SNP105859 SNP105860 SNP105861 SNP105862 SNP105863 SNP105864
     SNP105865 SNP105866 SNP105867 SNP105868 SNP105869 SNP105870 SNP105871
     SNP105872 SNP105873 SNP105874 SNP105875 SNP105876 SNP105877 SNP105878
     SNP105879 SNP105880 SNP105881 SNP105882 SNP105883 SNP105884 SNP105885
     SNP105886 SNP105887 SNP105888 SNP105889 SNP105890 SNP105891 SNP105892
     SNP105893 SNP105894 SNP105895 SNP105896 SNP105897 SNP105898 SNP105899
     SNP105900 SNP105901 SNP105902 SNP105903 SNP105904 SNP105905 SNP105906
     SNP105907 SNP105908 SNP105909 SNP105910 SNP105911 SNP105912 SNP105913
     SNP105914 SNP105915 SNP105916 SNP105917 SNP105918 SNP105919 SNP105920
     SNP105921 SNP105922 SNP105923 SNP105924 SNP105925 SNP105926 SNP105927
     SNP105928 SNP105929 SNP105930 SNP105931 SNP105932 SNP105933 SNP105934
     SNP105935 SNP105936 SNP105937 SNP105938 SNP105939 SNP105940 SNP105941
     SNP105942 SNP105943 SNP105944 SNP105945 SNP105946 SNP105947 SNP105948
     SNP105949 SNP105950 SNP105951 SNP105952 SNP105953 SNP105954 SNP105955
     SNP105956 SNP105957 SNP105958 SNP105959 SNP105960 SNP105961 SNP105962
     SNP105963 SNP105964 SNP105965 SNP105966 SNP105967 SNP105968 SNP105969
     SNP105970 SNP105971 SNP105972 SNP105973 SNP105974 SNP105975 SNP105976
     SNP105977 SNP105978 SNP105979 SNP105980 SNP105981 SNP105982 SNP105983
     SNP105984 SNP105985 SNP105986 SNP105987 SNP105988 SNP105989 SNP105990
     SNP105991 SNP105992 SNP105993 SNP105994 SNP105995 SNP105996 SNP105997
     SNP105998 SNP105999 SNP106000 SNP106001 SNP106002 SNP106003 SNP106004
     SNP106005 SNP106006 SNP106007 SNP106008 SNP106009 SNP106010 SNP106011
     SNP106012 SNP106013 SNP106014 SNP106015 SNP106016 SNP106017 SNP106018
     SNP106019 SNP106020 SNP106021 SNP106022 SNP106023 SNP106024 SNP106025
     SNP106026 SNP106027 SNP106028 SNP106029 SNP106030 SNP106031 SNP106032
     SNP106033 SNP106034 SNP106035 SNP106036 SNP106037 SNP106038 SNP106039
     SNP106040 SNP106041 SNP106042 SNP106043 SNP106044 SNP106045 SNP106046
     SNP106047 SNP106048 SNP106049 SNP106050 SNP106051 SNP106052 SNP106053
     SNP106054 SNP106055 SNP106056 SNP106057 SNP106058 SNP106059 SNP106060
     SNP106061 SNP106062 SNP106063 SNP106064 SNP106065 SNP106066 SNP106067
     SNP106068 SNP106069 SNP106070 SNP106071 SNP106072 SNP106073 SNP106074
     SNP106075 SNP106076 SNP106077 SNP106078 SNP106079 SNP106080 SNP106081
     SNP106082 SNP106083 SNP106084 SNP106085 SNP106086 SNP106087 SNP106088
     SNP106089 SNP106090 SNP106091 SNP106092 SNP106093 SNP106094 SNP106095
     SNP106096 SNP106097 SNP106098 SNP106099 SNP106100 SNP106101 SNP106102
     SNP106103 SNP106104 SNP106105 SNP106106 SNP106107 SNP106108 SNP106109
     SNP106110 SNP106111 SNP106112 SNP106113 SNP106114 SNP106115 SNP106116
     SNP106117 SNP106118 SNP106119 SNP106120 SNP106121 SNP106122 SNP106123
     SNP106124 SNP106125 SNP106126 SNP106127 SNP106128 SNP106129 SNP106130
     SNP106131 SNP106132 SNP106133 SNP106134 SNP106135 SNP106136 SNP106137
     SNP106138 SNP106139 SNP106140 SNP106141 SNP106142 SNP106143 SNP106144
     SNP106145 SNP106146 SNP106147 SNP106148 SNP106149 SNP106150 SNP106151
     SNP106152 SNP106153 SNP106154 SNP106155 SNP106156 SNP106157 SNP106158
     SNP106159 SNP106160 SNP106161 SNP106162 SNP106163 SNP106164 SNP106165
     SNP106166 SNP106167 SNP106168 SNP106169 SNP106170 SNP106171 SNP106172
     SNP106173 SNP106174 SNP106175 SNP106176 SNP106177 SNP106178 SNP106179
     SNP106180 SNP106181 SNP106182 SNP106183 SNP106184 SNP106185 SNP106186
     SNP106187 SNP106188 SNP106189 SNP106190 SNP106191 SNP106192 SNP106193
     SNP106194 SNP106195 SNP106196 SNP106197 SNP106198 SNP106199 SNP106200
     SNP106201 SNP106202 SNP106203 SNP106204 SNP106205 SNP106206 SNP106207
     SNP106208 SNP106209 SNP106210 SNP106211 SNP106212 SNP106213 SNP106214
     SNP106215 SNP106216 SNP106217 SNP106218 SNP106219 SNP106220 SNP106221
     SNP106222 SNP106223 SNP106224 SNP106225 SNP106226 SNP106227 SNP106228
     SNP106229 SNP106230 SNP106231 SNP106232 SNP106233 SNP106234 SNP106235
     SNP106236 SNP106237 SNP106238 SNP106239 SNP106240 SNP106241 SNP106242
     SNP106243 SNP106244 SNP106245 SNP106246 SNP106247 SNP106248 SNP106249
     SNP106250 SNP106251 SNP106252 SNP106253 SNP106254 SNP106255 SNP106256
     SNP106257 SNP106258 SNP106259 SNP106260 SNP106261 SNP106262 SNP106263
     SNP106264 SNP106265 SNP106266 SNP106267 SNP106268 SNP106269 SNP106270
     SNP106271 SNP106272 SNP106273 SNP106274 SNP106275 SNP106276 SNP106277
     SNP106278 SNP106279 SNP106280 SNP106281 SNP106282 SNP106283 SNP106284
     SNP106285 SNP106286 SNP106287 SNP106288 SNP106289 SNP106290 SNP106291
     SNP106292 SNP106293 SNP106294 SNP106295 SNP106296 SNP106297 SNP106298
     SNP106299 SNP106300 SNP106301 SNP106302 SNP106303 SNP106304 SNP106305
     SNP106306 SNP106307 SNP106308 SNP106309 SNP106310 SNP106311 SNP106312
     SNP106313 SNP106314 SNP106315 SNP106316 SNP106317 SNP106318 SNP106319
     SNP106320 SNP106321 SNP106322 SNP106323 SNP106324 SNP106325 SNP106326
     SNP106327 SNP106328 SNP106329 SNP106330 SNP106331 SNP106332 SNP106333
     SNP106334 SNP106335 SNP106336 SNP106337 SNP106338 SNP106339 SNP106340
     SNP106341 SNP106342 SNP106343 SNP106344 SNP106345 SNP106346 SNP106347
     SNP106348 SNP106349 SNP106350 SNP106351 SNP106352 SNP106353 SNP106354
     SNP106355 SNP106356 SNP106357 SNP106358 SNP106359 SNP106360 SNP106361
     SNP106362 SNP106363 SNP106364 SNP106365 SNP106366 SNP106367 SNP106368
     SNP106369 SNP106370 SNP106371 SNP106372 SNP106373 SNP106374 SNP106375
     SNP106376 SNP106377 SNP106378 SNP106379 SNP106380 SNP106381 SNP106382
     SNP106383 SNP106384 SNP106385 SNP106386 SNP106387 SNP106388 SNP106389
     SNP106390 SNP106391 SNP106392 SNP106393 SNP106394 SNP106395 SNP106396
     SNP106397 SNP106398 SNP106399 SNP106400 SNP106401 SNP106402 SNP106403
     SNP106404 SNP106405 SNP106406 SNP106407 SNP106408 SNP106409 SNP106410
     SNP106411 SNP106412 SNP106413 SNP106414 SNP106415 SNP106416 SNP106417
     SNP106418 SNP106419 SNP106420 SNP106421 SNP106422 SNP106423 SNP106424
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     SNP108042 SNP108043 SNP108044 SNP108045 SNP108046 SNP108047 SNP108048
     SNP108049 SNP108050 SNP108051 SNP108052 SNP108053 SNP108054 SNP108055
     SNP108056 SNP108057 SNP108058 SNP108059 SNP108060 SNP108061 SNP108062
     SNP108063 SNP108064 SNP108065 SNP108066 SNP108067 SNP108068 SNP108069
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     SNP108077 SNP108078 SNP108079 SNP108080 SNP108081 SNP108082 SNP108083
     SNP108084 SNP108085 SNP108086 SNP108087 SNP108088 SNP108089 SNP108090
     SNP108091 SNP108092 SNP108093 SNP108094 SNP108095 SNP108096 SNP108097
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     SNP108427 SNP108428 SNP108429 SNP108430 SNP108431 SNP108432 SNP108433
     SNP108434 SNP108435 SNP108436 SNP108437 SNP108438 SNP108439 SNP108440
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     SNP108455 SNP108456 SNP108457 SNP108458 SNP108459 SNP108460 SNP108461
     SNP108462 SNP108463 SNP108464 SNP108465 SNP108466 SNP108467 SNP108468
     SNP108469 SNP108470 SNP108471 SNP108472 SNP108473 SNP108474 SNP108475
     SNP108476 SNP108477 SNP108478 SNP108479 SNP108480 SNP108481 SNP108482
     SNP108483 SNP108484 SNP108485 SNP108486 SNP108487 SNP108488 SNP108489
     SNP108490 SNP108491 SNP108492 SNP108493 SNP108494 SNP108495 SNP108496
     SNP108497 SNP108498 SNP108499 SNP108500 SNP108501 SNP108502 SNP108503
     SNP108504 SNP108505 SNP108506 SNP108507 SNP108508 SNP108509 SNP108510
     SNP108511 SNP108512 SNP108513 SNP108514 SNP108515 SNP108516 SNP108517
     SNP108518 SNP108519 SNP108520 SNP108521 SNP108522 SNP108523 SNP108524
     SNP108525 SNP108526 SNP108527 SNP108528 SNP108529 SNP108530 SNP108531
     SNP108532 SNP108533 SNP108534 SNP108535 SNP108536 SNP108537 SNP108538
     SNP108539 SNP108540 SNP108541 SNP108542 SNP108543 SNP108544 SNP108545
     SNP108546 SNP108547 SNP108548 SNP108549 SNP108550 SNP108551 SNP108552
     SNP108553 SNP108554 SNP108555 SNP108556 SNP108557 SNP108558 SNP108559
     SNP108560 SNP108561 SNP108562 SNP108563 SNP108564 SNP108565 SNP108566
     SNP108567 SNP108568 SNP108569 SNP108570 SNP108571 SNP108572 SNP108573
     SNP108574 SNP108575 SNP108576 SNP108577 SNP108578 SNP108579 SNP108580
     SNP108581 SNP108582 SNP108583 SNP108584 SNP108585 SNP108586 SNP108587
     SNP108588 SNP108589 SNP108590 SNP108591 SNP108592 SNP108593 SNP108594
     SNP108595 SNP108596 SNP108597 SNP108598 SNP108599 SNP108600 SNP108601
     SNP108602 SNP108603 SNP108604 SNP108605 SNP108606 SNP108607 SNP108608
     SNP108609 SNP108610 SNP108611 SNP108612 SNP108613 SNP108614 SNP108615
     SNP108616 SNP108617 SNP108618 SNP108619 SNP108620 SNP108621 SNP108622
     SNP108623 SNP108624 SNP108625 SNP108626 SNP108627 SNP108628 SNP108629
     SNP108630 SNP108631 SNP108632 SNP108633 SNP108634 SNP108635 SNP108636
     SNP108637 SNP108638 SNP108639 SNP108640 SNP108641 SNP108642 SNP108643
     SNP108644 SNP108645 SNP108646 SNP108647 SNP108648 SNP108649 SNP108650
     SNP108651 SNP108652 SNP108653 SNP108654 SNP108655 SNP108656 SNP108657
     SNP108658 SNP108659 SNP108660 SNP108661 SNP108662 SNP108663 SNP108664
     SNP108665 SNP108666 SNP108667 SNP108668 SNP108669 SNP108670 SNP108671
     SNP108672 SNP108673 SNP108674 SNP108675 SNP108676 SNP108677 SNP108678
     SNP108679 SNP108680 SNP108681 SNP108682 SNP108683 SNP108684 SNP108685
     SNP108686 SNP108687 SNP108688 SNP108689 SNP108690 SNP108691 SNP108692
     SNP108693 SNP108694 SNP108695 SNP108696 SNP108697 SNP108698 SNP108699
     SNP108700 SNP108701 SNP108702 SNP108703 SNP108704 SNP108705 SNP108706
     SNP108707 SNP108708 SNP108709 SNP108710 SNP108711 SNP108712 SNP108713
     SNP108714 SNP108715 SNP108716 SNP108717 SNP108718 SNP108719 SNP108720
     SNP108721 SNP108722 SNP108723 SNP108724 SNP108725 SNP108726 SNP108727
     SNP108728 SNP108729 SNP108730 SNP108731 SNP108732 SNP108733 SNP108734
     SNP108735 SNP108736 SNP108737 SNP108738 SNP108739 SNP108740 SNP108741
     SNP108742 SNP108743 SNP108744 SNP108745 SNP108746 SNP108747 SNP108748
     SNP108749 SNP108750 SNP108751 SNP108752 SNP108753 SNP108754 SNP108755
     SNP108756 SNP108757 SNP108758 SNP108759 SNP108760 SNP108761 SNP108762
     SNP108763 SNP108764 SNP108765 SNP108766 SNP108767 SNP108768 SNP108769
     SNP108770 SNP108771 SNP108772 SNP108773 SNP108774 SNP108775 SNP108776
     SNP108777 SNP108778 SNP108779 SNP108780 SNP108781 SNP108782 SNP108783
     SNP108784 SNP108785 SNP108786 SNP108787 SNP108788 SNP108789 SNP108790
     SNP108791 SNP108792 SNP108793 SNP108794 SNP108795 SNP108796 SNP108797
     SNP108798 SNP108799 SNP108800 SNP108801 SNP108802 SNP108803 SNP108804
     SNP108805 SNP108806 SNP108807 SNP108808 SNP108809 SNP108810 SNP108811
     SNP108812 SNP108813 SNP108814 SNP108815 SNP108816 SNP108817 SNP108818
     SNP108819 SNP108820 SNP108821 SNP108822 SNP108823 SNP108824 SNP108825
     SNP108826 SNP108827 SNP108828 SNP108829 SNP108830 SNP108831 SNP108832
     SNP108833 SNP108834 SNP108835 SNP108836 SNP108837 SNP108838 SNP108839
     SNP108840 SNP108841 SNP108842 SNP108843 SNP108844 SNP108845 SNP108846
     SNP108847 SNP108848 SNP108849 SNP108850 SNP108851 SNP108852 SNP108853
     SNP108854 SNP108855 SNP108856 SNP108857 SNP108858 SNP108859 SNP108860
     SNP108861 SNP108862 SNP108863 SNP108864 SNP108865 SNP108866 SNP108867
     SNP108868 SNP108869 SNP108870 SNP108871 SNP108872 SNP108873 SNP108874
     SNP108875 SNP108876 SNP108877 SNP108878 SNP108879 SNP108880 SNP108881
     SNP108882 SNP108883 SNP108884 SNP108885 SNP108886 SNP108887 SNP108888
     SNP108889 SNP108890 SNP108891 SNP108892 SNP108893 SNP108894 SNP108895
     SNP108896 SNP108897 SNP108898 SNP108899 SNP108900 SNP108901 SNP108902
     SNP108903 SNP108904 SNP108905 SNP108906 SNP108907 SNP108908 SNP108909
     SNP108910 SNP108911 SNP108912 SNP108913 SNP108914 SNP108915 SNP108916
     SNP108917 SNP108918 SNP108919 SNP108920 SNP108921 SNP108922 SNP108923
     SNP108924 SNP108925 SNP108926 SNP108927 SNP108928 SNP108929 SNP108930
     SNP108931 SNP108932 SNP108933 SNP108934 SNP108935 SNP108936 SNP108937
     SNP108938 SNP108939 SNP108940 SNP108941 SNP108942 SNP108943 SNP108944
     SNP108945 SNP108946 SNP108947 SNP108948 SNP108949 SNP108950 SNP108951
     SNP108952 SNP108953 SNP108954 SNP108955 SNP108956 SNP108957 SNP108958
     SNP108959 SNP108960 SNP108961 SNP108962 SNP108963 SNP108964 SNP108965
     SNP108966 SNP108967 SNP108968 SNP108969 SNP108970 SNP108971 SNP108972
     SNP108973 SNP108974 SNP108975 SNP108976 SNP108977 SNP108978 SNP108979
     SNP108980 SNP108981 SNP108982 SNP108983 SNP108984 SNP108985 SNP108986
     SNP108987 SNP108988 SNP108989 SNP108990 SNP108991 SNP108992 SNP108993
     SNP108994 SNP108995 SNP108996 SNP108997 SNP108998 SNP108999 SNP109000
     SNP109001 SNP109002 SNP109003 SNP109004 SNP109005 SNP109006 SNP109007
     SNP109008 SNP109009 SNP109010 SNP109011 SNP109012 SNP109013 SNP109014
     SNP109015 SNP109016 SNP109017 SNP109018 SNP109019 SNP109020 SNP109021
     SNP109022 SNP109023 SNP109024 SNP109025 SNP109026 SNP109027 SNP109028
     SNP109029 SNP109030 SNP109031 SNP109032 SNP109033 SNP109034 SNP109035
     SNP109036 SNP109037 SNP109038 SNP109039 SNP109040 SNP109041 SNP109042
     SNP109043 SNP109044 SNP109045 SNP109046 SNP109047 SNP109048 SNP109049
     SNP109050 SNP109051 SNP109052 SNP109053 SNP109054 SNP109055 SNP109056
     SNP109057 SNP109058 SNP109059 SNP109060 SNP109061 SNP109062 SNP109063
     SNP109064 SNP109065 SNP109066 SNP109067 SNP109068 SNP109069 SNP109070
     SNP109071 SNP109072 SNP109073 SNP109074 SNP109075 SNP109076 SNP109077
     SNP109078 SNP109079 SNP109080 SNP109081 SNP109082 SNP109083 SNP109084
     SNP109085 SNP109086 SNP109087 SNP109088 SNP109089 SNP109090 SNP109091
     SNP109092 SNP109093 SNP109094 SNP109095 SNP109096 SNP109097 SNP109098
     SNP109099 SNP109100 SNP109101 SNP109102 SNP109103 SNP109104 SNP109105
     SNP109106 SNP109107 SNP109108 SNP109109 SNP109110 SNP109111 SNP109112
     SNP109113 SNP109114 SNP109115 SNP109116 SNP109117 SNP109118 SNP109119
     SNP109120 SNP109121 SNP109122 SNP109123 SNP109124 SNP109125 SNP109126
     SNP109127 SNP109128 SNP109129 SNP109130 SNP109131 SNP109132 SNP109133
     SNP109134 SNP109135 SNP109136 SNP109137 SNP109138 SNP109139 SNP109140
     SNP109141 SNP109142 SNP109143 SNP109144 SNP109145 SNP109146 SNP109147
     SNP109148 SNP109149 SNP109150 SNP109151 SNP109152 SNP109153 SNP109154
     SNP109155 SNP109156 SNP109157 SNP109158 SNP109159 SNP109160 SNP109161
     SNP109162 SNP109163 SNP109164 SNP109165 SNP109166 SNP109167 SNP109168
     SNP109169 SNP109170 SNP109171 SNP109172 SNP109173 SNP109174 SNP109175
     SNP109176 SNP109177 SNP109178 SNP109179 SNP109180 SNP109181 SNP109182
     SNP109183 SNP109184 SNP109185 SNP109186 SNP109187 SNP109188 SNP109189
     SNP109190 SNP109191 SNP109192 SNP109193 SNP109194 SNP109195 SNP109196
     SNP109197 SNP109198 SNP109199 SNP109200 SNP109201 SNP109202 SNP109203
     SNP109204 SNP109205 SNP109206 SNP109207 SNP109208 SNP109209 SNP109210
     SNP109211 SNP109212 SNP109213 SNP109214 SNP109215 SNP109216 SNP109217
     SNP109218 SNP109219 SNP109220 SNP109221 SNP109222 SNP109223 SNP109224
     SNP109225 SNP109226 SNP109227 SNP109228 SNP109229 SNP109230 SNP109231
     SNP109232 SNP109233 SNP109234 SNP109235 SNP109236 SNP109237 SNP109238
     SNP109239 SNP109240 SNP109241 SNP109242 SNP109243 SNP109244 SNP109245
     SNP109246 SNP109247 SNP109248 SNP109249 SNP109250 SNP109251 SNP109252
     SNP109253 SNP109254 SNP109255 SNP109256 SNP109257 SNP109258 SNP109259
     SNP109260 SNP109261 SNP109262 SNP109263 SNP109264 SNP109265 SNP109266
     SNP109267 SNP109268 SNP109269 SNP109270 SNP109271 SNP109272 SNP109273
     SNP109274 SNP109275 SNP109276 SNP109277 SNP109278 SNP109279 SNP109280
     SNP109281 SNP109282 SNP109283 SNP109284 SNP109285 SNP109286 SNP109287
     SNP109288 SNP109289 SNP109290 SNP109291 SNP109292 SNP109293 SNP109294
     SNP109295 SNP109296 SNP109297 SNP109298 SNP109299 SNP109300 SNP109301
     SNP109302 SNP109303 SNP109304 SNP109305 SNP109306 SNP109307 SNP109308
     SNP109309 SNP109310 SNP109311 SNP109312 SNP109313 SNP109314 SNP109315
     SNP109316 SNP109317 SNP109318 SNP109319 SNP109320 SNP109321 SNP109322
     SNP109323 SNP109324 SNP109325 SNP109326 SNP109327 SNP109328 SNP109329
     SNP109330 SNP109331 SNP109332 SNP109333 SNP109334 SNP109335 SNP109336
     SNP109337 SNP109338 SNP109339 SNP109340 SNP109341 SNP109342 SNP109343
     SNP109344 SNP109345 SNP109346 SNP109347 SNP109348 SNP109349 SNP109350
     SNP109351 SNP109352 SNP109353 SNP109354 SNP109355 SNP109356 SNP109357
     SNP109358 SNP109359 SNP109360 SNP109361 SNP109362 SNP109363 SNP109364
     SNP109365 SNP109366 SNP109367 SNP109368 SNP109369 SNP109370 SNP109371
     SNP109372 SNP109373 SNP109374 SNP109375 SNP109376 SNP109377 SNP109378
     SNP109379 SNP109380 SNP109381 SNP109382 SNP109383 SNP109384 SNP109385
     SNP109386 SNP109387 SNP109388 SNP109389 SNP109390 SNP109391 SNP109392
     SNP109393 SNP109394 SNP109395 SNP109396 SNP109397 SNP109398 SNP109399
     SNP109400 SNP109401 SNP109402 SNP109403 SNP109404 SNP109405 SNP109406
     SNP109407 SNP109408 SNP109409 SNP109410 SNP109411 SNP109412 SNP109413
     SNP109414 SNP109415 SNP109416 SNP109417 SNP109418 SNP109419 SNP109420
     SNP109421 SNP109422 SNP109423 SNP109424 SNP109425 SNP109426 SNP109427
     SNP109428 SNP109429 SNP109430 SNP109431 SNP109432 SNP109433 SNP109434
     SNP109435 SNP109436 SNP109437 SNP109438 SNP109439 SNP109440 SNP109441
     SNP109442 SNP109443 SNP109444 SNP109445 SNP109446 SNP109447 SNP109448
     SNP109449 SNP109450 SNP109451 SNP109452 SNP109453 SNP109454 SNP109455
     SNP109456 SNP109457 SNP109458 SNP109459 SNP109460 SNP109461 SNP109462
     SNP109463 SNP109464 SNP109465 SNP109466 SNP109467 SNP109468 SNP109469
     SNP109470 SNP109471 SNP109472 SNP109473 SNP109474 SNP109475 SNP109476
     SNP109477 SNP109478 SNP109479 SNP109480 SNP109481 SNP109482 SNP109483
     SNP109484 SNP109485 SNP109486 SNP109487 SNP109488 SNP109489 SNP109490
     SNP109491 SNP109492 SNP109493 SNP109494 SNP109495 SNP109496 SNP109497
     SNP109498 SNP109499 SNP109500 SNP109501 SNP109502 SNP109503 SNP109504
     SNP109505 SNP109506 SNP109507 SNP109508 SNP109509 SNP109510 SNP109511
     SNP109512 SNP109513 SNP109514 SNP109515 SNP109516 SNP109517 SNP109518
     SNP109519 SNP109520 SNP109521 SNP109522 SNP109523 SNP109524 SNP109525
     SNP109526 SNP109527 SNP109528 SNP109529 SNP109530 SNP109531 SNP109532
     SNP109533 SNP109534 SNP109535 SNP109536 SNP109537 SNP109538 SNP109539
     SNP109540 SNP109541 SNP109542 SNP109543 SNP109544 SNP109545 SNP109546
     SNP109547 SNP109548 SNP109549 SNP109550 SNP109551 SNP109552 SNP109553
     SNP109554 SNP109555 SNP109556 SNP109557 SNP109558 SNP109559 SNP109560
     SNP109561 SNP109562 SNP109563 SNP109564 SNP109565 SNP109566 SNP109567
     SNP109568 SNP109569 SNP109570 SNP109571 SNP109572 SNP109573 SNP109574
     SNP109575 SNP109576 SNP109577 SNP109578 SNP109579 SNP109580 SNP109581
     SNP109582 SNP109583 SNP109584 SNP109585 SNP109586 SNP109587 SNP109588
     SNP109589 SNP109590 SNP109591 SNP109592 SNP109593 SNP109594 SNP109595
     SNP109596 SNP109597 SNP109598 SNP109599 SNP109600 SNP109601 SNP109602
     SNP109603 SNP109604 SNP109605 SNP109606 SNP109607 SNP109608 SNP109609
     SNP109610 SNP109611 SNP109612 SNP109613 SNP109614 SNP109615 SNP109616
     SNP109617 SNP109618 SNP109619 SNP109620 SNP109621 SNP109622 SNP109623
     SNP109624 SNP109625 SNP109626 SNP109627 SNP109628 SNP109629 SNP109630
     SNP109631 SNP109632 SNP109633 SNP109634 SNP109635 SNP109636 SNP109637
     SNP109638 SNP109639 SNP109640 SNP109641 SNP109642 SNP109643 SNP109644
     SNP109645 SNP109646 SNP109647 SNP109648 SNP109649 SNP109650 SNP109651
     SNP109652 SNP109653 SNP109654 SNP109655 SNP109656 SNP109657 SNP109658
     SNP109659 SNP109660 SNP109661 SNP109662 SNP109663 SNP109664 SNP109665
     SNP109666 SNP109667 SNP109668 SNP109669 SNP109670 SNP109671 SNP109672
     SNP109673 SNP109674 SNP109675 SNP109676 SNP109677 SNP109678 SNP109679
     SNP109680 SNP109681 SNP109682 SNP109683 SNP109684 SNP109685 SNP109686
     SNP109687 SNP109688 SNP109689 SNP109690 SNP109691 SNP109692 SNP109693
     SNP109694 SNP109695 SNP109696 SNP109697 SNP109698 SNP109699 SNP109700
     SNP109701 SNP109702 SNP109703 SNP109704 SNP109705 SNP109706 SNP109707
     SNP109708 SNP109709 SNP109710 SNP109711 SNP109712 SNP109713 SNP109714
     SNP109715 SNP109716 SNP109717 SNP109718 SNP109719 SNP109720 SNP109721
     SNP109722 SNP109723 SNP109724 SNP109725 SNP109726 SNP109727 SNP109728
     SNP109729 SNP109730 SNP109731 SNP109732 SNP109733 SNP109734 SNP109735
     SNP109736 SNP109737 SNP109738 SNP109739 SNP109740 SNP109741 SNP109742
     SNP109743 SNP109744 SNP109745 SNP109746 SNP109747 SNP109748 SNP109749
     SNP109750 SNP109751 SNP109752 SNP109753 SNP109754 SNP109755 SNP109756
     SNP109757 SNP109758 SNP109759 SNP109760 SNP109761 SNP109762 SNP109763
     SNP109764 SNP109765 SNP109766 SNP109767 SNP109768 SNP109769 SNP109770
     SNP109771 SNP109772 SNP109773 SNP109774 SNP109775 SNP109776 SNP109777
     SNP109778 SNP109779 SNP109780 SNP109781 SNP109782 SNP109783 SNP109784
     SNP109785 SNP109786 SNP109787 SNP109788 SNP109789 SNP109790 SNP109791
     SNP109792 SNP109793 SNP109794 SNP109795 SNP109796 SNP109797 SNP109798
     SNP109799 SNP109800 SNP109801 SNP109802 SNP109803 SNP109804 SNP109805
     SNP109806 SNP109807 SNP109808 SNP109809 SNP109810 SNP109811 SNP109812
     SNP109813 SNP109814 SNP109815 SNP109816 SNP109817 SNP109818 SNP109819
     SNP109820 SNP109821 SNP109822 SNP109823 SNP109824 SNP109825 SNP109826
     SNP109827 SNP109828 SNP109829 SNP109830 SNP109831 SNP109832 SNP109833
     SNP109834 SNP109835 SNP109836 SNP109837 SNP109838 SNP109839 SNP109840
     SNP109841 SNP109842 SNP109843 SNP109844 SNP109845 SNP109846 SNP109847
     SNP109848 SNP109849 SNP109850 SNP109851 SNP109852 SNP109853 SNP109854
     SNP109855 SNP109856 SNP109857 SNP109858 SNP109859 SNP109860 SNP109861
     SNP109862 SNP109863 SNP109864 SNP109865 SNP109866 SNP109867 SNP109868
     SNP109869 SNP109870 SNP109871 SNP109872 SNP109873 SNP109874 SNP109875
     SNP109876 SNP109877 SNP109878 SNP109879 SNP109880 SNP109881 SNP109882
     SNP109883 SNP109884 SNP109885 SNP109886 SNP109887 SNP109888 SNP109889
     SNP109890 SNP109891 SNP109892 SNP109893 SNP109894 SNP109895 SNP109896
     SNP109897 SNP109898 SNP109899 SNP109900 SNP109901 SNP109902 SNP109903
     SNP109904 SNP109905 SNP109906 SNP109907 SNP109908 SNP109909 SNP109910
     SNP109911 SNP109912 SNP109913 SNP109914 SNP109915 SNP109916 SNP109917
     SNP109918 SNP109919 SNP109920 SNP109921 SNP109922 SNP109923 SNP109924
     SNP109925 SNP109926 SNP109927 SNP109928 SNP109929 SNP109930 SNP109931
     SNP109932 SNP109933 SNP109934 SNP109935 SNP109936 SNP109937 SNP109938
     SNP109939 SNP109940 SNP109941 SNP109942 SNP109943 SNP109944 SNP109945
     SNP109946 SNP109947 SNP109948 SNP109949 SNP109950 SNP109951 SNP109952
     SNP109953 SNP109954 SNP109955 SNP109956 SNP109957 SNP109958 SNP109959
     SNP109960 SNP109961 SNP109962 SNP109963 SNP109964 SNP109965 SNP109966
     SNP109967 SNP109968 SNP109969 SNP109970 SNP109971 SNP109972 SNP109973
     SNP109974 SNP109975 SNP109976 SNP109977 SNP109978 SNP109979 SNP109980
     SNP109981 SNP109982 SNP109983 SNP109984 SNP109985 SNP109986 SNP109987
     SNP109988 SNP109989 SNP109990 SNP109991 SNP109992 SNP109993 SNP109994
     SNP109995 SNP109996 SNP109997 SNP109998 SNP109999 SNP110000 SNP110001
     SNP110002 SNP110003 SNP110004 SNP110005 SNP110006 SNP110007 SNP110008
     SNP110009 SNP110010 SNP110011 SNP110012 SNP110013 SNP110014 SNP110015
     SNP110016 SNP110017 SNP110018 SNP110019 SNP110020 SNP110021 SNP110022
     SNP110023 SNP110024 SNP110025 SNP110026 SNP110027 SNP110028 SNP110029
     SNP110030 SNP110031 SNP110032 SNP110033 SNP110034 SNP110035 SNP110036
     SNP110037 SNP110038 SNP110039 SNP110040 SNP110041 SNP110042 SNP110043
     SNP110044 SNP110045 SNP110046 SNP110047 SNP110048 SNP110049 SNP110050
     SNP110051 SNP110052 SNP110053 SNP110054 SNP110055 SNP110056 SNP110057
     SNP110058 SNP110059 SNP110060 SNP110061 SNP110062 SNP110063 SNP110064
     SNP110065 SNP110066 SNP110067 SNP110068 SNP110069 SNP110070 SNP110071
     SNP110072 SNP110073 SNP110074 SNP110075 SNP110076 SNP110077 SNP110078
     SNP110079 SNP110080 SNP110081 SNP110082 SNP110083 SNP110084 SNP110085
     SNP110086 SNP110087 SNP110088 SNP110089 SNP110090 SNP110091 SNP110092
     SNP110093 SNP110094 SNP110095 SNP110096 SNP110097 SNP110098 SNP110099
     SNP110100 SNP110101 SNP110102 SNP110103 SNP110104 SNP110105 SNP110106
     SNP110107 SNP110108 SNP110109 SNP110110 SNP110111 SNP110112 SNP110113
     SNP110114 SNP110115 SNP110116 SNP110117 SNP110118 SNP110119 SNP110120
     SNP110121 SNP110122 SNP110123 SNP110124 SNP110125 SNP110126 SNP110127
     SNP110128 SNP110129 SNP110130 SNP110131 SNP110132 SNP110133 SNP110134
     SNP110135 SNP110136 SNP110137 SNP110138 SNP110139 SNP110140 SNP110141
     SNP110142 SNP110143 SNP110144 SNP110145 SNP110146 SNP110147 SNP110148
     SNP110149 SNP110150 SNP110151 SNP110152 SNP110153 SNP110154 SNP110155
     SNP110156 SNP110157 SNP110158 SNP110159 SNP110160 SNP110161 SNP110162
     SNP110163 SNP110164 SNP110165 SNP110166 SNP110167 SNP110168 SNP110169
     SNP110170 SNP110171 SNP110172 SNP110173 SNP110174 SNP110175 SNP110176
     SNP110177 SNP110178 SNP110179 SNP110180 SNP110181 SNP110182 SNP110183
     SNP110184 SNP110185 SNP110186 SNP110187 SNP110188 SNP110189 SNP110190
     SNP110191 SNP110192 SNP110193 SNP110194 SNP110195 SNP110196 SNP110197
     SNP110198 SNP110199 SNP110200 SNP110201 SNP110202 SNP110203 SNP110204
     SNP110205 SNP110206 SNP110207 SNP110208 SNP110209 SNP110210 SNP110211
     SNP110212 SNP110213 SNP110214 SNP110215 SNP110216 SNP110217 SNP110218
     SNP110219 SNP110220 SNP110221 SNP110222 SNP110223 SNP110224 SNP110225
     SNP110226 SNP110227 SNP110228 SNP110229 SNP110230 SNP110231 SNP110232
     SNP110233 SNP110234 SNP110235 SNP110236 SNP110237 SNP110238 SNP110239
     SNP110240 SNP110241 SNP110242 SNP110243 SNP110244 SNP110245 SNP110246
     SNP110247 SNP110248 SNP110249 SNP110250 SNP110251 SNP110252 SNP110253
     SNP110254 SNP110255 SNP110256 SNP110257 SNP110258 SNP110259 SNP110260
     SNP110261 SNP110262 SNP110263 SNP110264 SNP110265 SNP110266 SNP110267
     SNP110268 SNP110269 SNP110270 SNP110271 SNP110272 SNP110273 SNP110274
     SNP110275 SNP110276 SNP110277 SNP110278 SNP110279 SNP110280 SNP110281
     SNP110282 SNP110283 SNP110284 SNP110285 SNP110286 SNP110287 SNP110288
     SNP110289 SNP110290 SNP110291 SNP110292 SNP110293 SNP110294 SNP110295
     SNP110296 SNP110297 SNP110298 SNP110299 SNP110300 SNP110301 SNP110302
     SNP110303 SNP110304 SNP110305 SNP110306 SNP110307 SNP110308 SNP110309
     SNP110310 SNP110311 SNP110312 SNP110313 SNP110314 SNP110315 SNP110316
     SNP110317 SNP110318 SNP110319 SNP110320 SNP110321 SNP110322 SNP110323
     SNP110324 SNP110325 SNP110326 SNP110327 SNP110328 SNP110329 SNP110330
     SNP110331 SNP110332 SNP110333 SNP110334 SNP110335 SNP110336 SNP110337
     SNP110338 SNP110339 SNP110340 SNP110341 SNP110342 SNP110343 SNP110344
     SNP110345 SNP110346 SNP110347 SNP110348 SNP110349 SNP110350 SNP110351
     SNP110352 SNP110353 SNP110354 SNP110355 SNP110356 SNP110357 SNP110358
     SNP110359 SNP110360 SNP110361 SNP110362 SNP110363 SNP110364 SNP110365
     SNP110366 SNP110367 SNP110368 SNP110369 SNP110370 SNP110371 SNP110372
     SNP110373 SNP110374 SNP110375 SNP110376 SNP110377 SNP110378 SNP110379
     SNP110380 SNP110381 SNP110382 SNP110383 SNP110384 SNP110385 SNP110386
     SNP110387 SNP110388 SNP110389 SNP110390 SNP110391 SNP110392 SNP110393
     SNP110394 SNP110395 SNP110396 SNP110397 SNP110398 SNP110399 SNP110400
     SNP110401 SNP110402 SNP110403 SNP110404 SNP110405 SNP110406 SNP110407
     SNP110408 SNP110409 SNP110410 SNP110411 SNP110412 SNP110413 SNP110414
     SNP110415 SNP110416 SNP110417 SNP110418 SNP110419 SNP110420 SNP110421
     SNP110422 SNP110423 SNP110424 SNP110425 SNP110426 SNP110427 SNP110428
     SNP110429 SNP110430 SNP110431 SNP110432 SNP110433 SNP110434 SNP110435
     SNP110436 SNP110437 SNP110438 SNP110439 SNP110440 SNP110441 SNP110442
     SNP110443 SNP110444 SNP110445 SNP110446 SNP110447 SNP110448 SNP110449
     SNP110450 SNP110451 SNP110452 SNP110453 SNP110454 SNP110455 SNP110456
     SNP110457 SNP110458 SNP110459 SNP110460 SNP110461 SNP110462 SNP110463
     SNP110464 SNP110465 SNP110466 SNP110467 SNP110468 SNP110469 SNP110470
     SNP110471 SNP110472 SNP110473 SNP110474 SNP110475 SNP110476 SNP110477
     SNP110478 SNP110479 SNP110480 SNP110481 SNP110482 SNP110483 SNP110484
     SNP110485 SNP110486 SNP110487 SNP110488 SNP110489 SNP110490 SNP110491
     SNP110492 SNP110493 SNP110494 SNP110495 SNP110496 SNP110497 SNP110498
     SNP110499 SNP110500 SNP110501 SNP110502 SNP110503 SNP110504 SNP110505
     SNP110506 SNP110507 SNP110508 SNP110509 SNP110510 SNP110511 SNP110512
     SNP110513 SNP110514 SNP110515 SNP110516 SNP110517 SNP110518 SNP110519
     SNP110520 SNP110521 SNP110522 SNP110523 SNP110524 SNP110525 SNP110526
     SNP110527 SNP110528 SNP110529 SNP110530 SNP110531 SNP110532 SNP110533
     SNP110534 SNP110535 SNP110536 SNP110537 SNP110538 SNP110539 SNP110540
     SNP110541 SNP110542 SNP110543 SNP110544 SNP110545 SNP110546 SNP110547
     SNP110548 SNP110549 SNP110550 SNP110551 SNP110552 SNP110553 SNP110554
     SNP110555 SNP110556 SNP110557 SNP110558 SNP110559 SNP110560 SNP110561
     SNP110562 SNP110563 SNP110564 SNP110565 SNP110566 SNP110567 SNP110568
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     SNP140886 SNP140887 SNP140888 SNP140889 SNP140890 SNP140891 SNP140892
     SNP140893 SNP140894 SNP140895 SNP140896 SNP140897 SNP140898 SNP140899
     SNP140900 SNP140901 SNP140902 SNP140903 SNP140904 SNP140905 SNP140906
     SNP140907 SNP140908 SNP140909 SNP140910 SNP140911 SNP140912 SNP140913
     SNP140914 SNP140915 SNP140916 SNP140917 SNP140918 SNP140919 SNP140920
     SNP140921 SNP140922 SNP140923 SNP140924 SNP140925 SNP140926 SNP140927
     SNP140928 SNP140929 SNP140930 SNP140931 SNP140932 SNP140933 SNP140934
     SNP140935 SNP140936 SNP140937 SNP140938 SNP140939 SNP140940 SNP140941
     SNP140942 SNP140943 SNP140944 SNP140945 SNP140946 SNP140947 SNP140948
     SNP140949 SNP140950 SNP140951 SNP140952 SNP140953 SNP140954 SNP140955
     SNP140956 SNP140957 SNP140958 SNP140959 SNP140960 SNP140961 SNP140962
     SNP140963 SNP140964 SNP140965 SNP140966 SNP140967 SNP140968 SNP140969
     SNP140970 SNP140971 SNP140972 SNP140973 SNP140974 SNP140975 SNP140976
     SNP140977 SNP140978 SNP140979 SNP140980 SNP140981 SNP140982 SNP140983
     SNP140984 SNP140985 SNP140986 SNP140987 SNP140988 SNP140989 SNP140990
     SNP140991 SNP140992 SNP140993 SNP140994 SNP140995 SNP140996 SNP140997
     SNP140998 SNP140999 SNP141000 SNP141001 SNP141002 SNP141003 SNP141004
     SNP141005 SNP141006 SNP141007 SNP141008 SNP141009 SNP141010 SNP141011
     SNP141012 SNP141013 SNP141014 SNP141015 SNP141016 SNP141017 SNP141018
     SNP141019 SNP141020 SNP141021 SNP141022 SNP141023 SNP141024 SNP141025
     SNP141026 SNP141027 SNP141028 SNP141029 SNP141030 SNP141031 SNP141032
     SNP141033 SNP141034 SNP141035 SNP141036 SNP141037 SNP141038 SNP141039
     SNP141040 SNP141041 SNP141042 SNP141043 SNP141044 SNP141045 SNP141046
     SNP141047 SNP141048 SNP141049 SNP141050 SNP141051 SNP141052 SNP141053
     SNP141054 SNP141055 SNP141056 SNP141057 SNP141058 SNP141059 SNP141060
     SNP141061 SNP141062 SNP141063 SNP141064 SNP141065 SNP141066 SNP141067
     SNP141068 SNP141069 SNP141070 SNP141071 SNP141072 SNP141073 SNP141074
     SNP141075 SNP141076 SNP141077 SNP141078 SNP141079 SNP141080 SNP141081
     SNP141082 SNP141083 SNP141084 SNP141085 SNP141086 SNP141087 SNP141088
     SNP141089 SNP141090 SNP141091 SNP141092 SNP141093 SNP141094 SNP141095
     SNP141096 SNP141097 SNP141098 SNP141099 SNP141100 SNP141101 SNP141102
     SNP141103 SNP141104 SNP141105 SNP141106 SNP141107 SNP141108 SNP141109
     SNP141110 SNP141111 SNP141112 SNP141113 SNP141114 SNP141115 SNP141116
     SNP141117 SNP141118 SNP141119 SNP141120 SNP141121 SNP141122 SNP141123
     SNP141124 SNP141125 SNP141126 SNP141127 SNP141128 SNP141129 SNP141130
     SNP141131 SNP141132 SNP141133 SNP141134 SNP141135 SNP141136 SNP141137
     SNP141138 SNP141139 SNP141140 SNP141141 SNP141142 SNP141143 SNP141144
     SNP141145 SNP141146 SNP141147 SNP141148 SNP141149 SNP141150 SNP141151
     SNP141152 SNP141153 SNP141154 SNP141155 SNP141156 SNP141157 SNP141158
     SNP141159 SNP141160 SNP141161 SNP141162 SNP141163 SNP141164 SNP141165
     SNP141166 SNP141167 SNP141168 SNP141169 SNP141170 SNP141171 SNP141172
     SNP141173 SNP141174 SNP141175 SNP141176 SNP141177 SNP141178 SNP141179
     SNP141180 SNP141181 SNP141182 SNP141183 SNP141184 SNP141185 SNP141186
     SNP141187 SNP141188 SNP141189 SNP141190 SNP141191 SNP141192 SNP141193
     SNP141194 SNP141195 SNP141196 SNP141197 SNP141198 SNP141199 SNP141200
     SNP141201 SNP141202 SNP141203 SNP141204 SNP141205 SNP141206 SNP141207
     SNP141208 SNP141209 SNP141210 SNP141211 SNP141212 SNP141213 SNP141214
     SNP141215 SNP141216 SNP141217 SNP141218 SNP141219 SNP141220 SNP141221
     SNP141222 SNP141223 SNP141224 SNP141225 SNP141226 SNP141227 SNP141228
     SNP141229 SNP141230 SNP141231 SNP141232 SNP141233 SNP141234 SNP141235
     SNP141236 SNP141237 SNP141238 SNP141239 SNP141240 SNP141241 SNP141242
     SNP141243 SNP141244 SNP141245 SNP141246 SNP141247 SNP141248 SNP141249
     SNP141250 SNP141251 SNP141252 SNP141253 SNP141254 SNP141255 SNP141256
     SNP141257 SNP141258 SNP141259 SNP141260 SNP141261 SNP141262 SNP141263
     SNP141264 SNP141265 SNP141266 SNP141267 SNP141268 SNP141269 SNP141270
     SNP141271 SNP141272 SNP141273 SNP141274 SNP141275 SNP141276 SNP141277
     SNP141278 SNP141279 SNP141280 SNP141281 SNP141282 SNP141283 SNP141284
     SNP141285 SNP141286 SNP141287 SNP141288 SNP141289 SNP141290 SNP141291
     SNP141292 SNP141293 SNP141294 SNP141295 SNP141296 SNP141297 SNP141298
     SNP141299 SNP141300 SNP141301 SNP141302 SNP141303 SNP141304 SNP141305
     SNP141306 SNP141307 SNP141308 SNP141309 SNP141310 SNP141311 SNP141312
     SNP141313 SNP141314 SNP141315 SNP141316 SNP141317 SNP141318 SNP141319
     SNP141320 SNP141321 SNP141322 SNP141323 SNP141324 SNP141325 SNP141326
     SNP141327 SNP141328 SNP141329 SNP141330 SNP141331 SNP141332 SNP141333
     SNP141334 SNP141335 SNP141336 SNP141337 SNP141338 SNP141339 SNP141340
     SNP141341 SNP141342 SNP141343 SNP141344 SNP141345 SNP141346 SNP141347
     SNP141348 SNP141349 SNP141350 SNP141351 SNP141352 SNP141353 SNP141354
     SNP141355 SNP141356 SNP141357 SNP141358 SNP141359 SNP141360 SNP141361
     SNP141362 SNP141363 SNP141364 SNP141365 SNP141366 SNP141367 SNP141368
     SNP141369 SNP141370 SNP141371 SNP141372 SNP141373 SNP141374 SNP141375
     SNP141376 SNP141377 SNP141378 SNP141379 SNP141380 SNP141381 SNP141382
     SNP141383 SNP141384 SNP141385 SNP141386 SNP141387 SNP141388 SNP141389
     SNP141390 SNP141391 SNP141392 SNP141393 SNP141394 SNP141395 SNP141396
     SNP141397 SNP141398 SNP141399 SNP141400 SNP141401 SNP141402 SNP141403
     SNP141404 SNP141405 SNP141406 SNP141407 SNP141408 SNP141409 SNP141410
     SNP141411 SNP141412 SNP141413 SNP141414 SNP141415 SNP141416 SNP141417
     SNP141418 SNP141419 SNP141420 SNP141421 SNP141422 SNP141423 SNP141424
     SNP141425 SNP141426 SNP141427 SNP141428 SNP141429 SNP141430 SNP141431
     SNP141432 SNP141433 SNP141434 SNP141435 SNP141436 SNP141437 SNP141438
     SNP141439 SNP141440 SNP141441 SNP141442 SNP141443 SNP141444 SNP141445
     SNP141446 SNP141447 SNP141448 SNP141449 SNP141450 SNP141451 SNP141452
     SNP141453 SNP141454 SNP141455 SNP141456 SNP141457 SNP141458 SNP141459
     SNP141460 SNP141461 SNP141462 SNP141463 SNP141464 SNP141465 SNP141466
     SNP141467 SNP141468 SNP141469 SNP141470 SNP141471 SNP141472 SNP141473
     SNP141474 SNP141475 SNP141476 SNP141477 SNP141478 SNP141479 SNP141480
     SNP141481 SNP141482 SNP141483 SNP141484 SNP141485 SNP141486 SNP141487
     SNP141488 SNP141489 SNP141490 SNP141491 SNP141492 SNP141493 SNP141494
     SNP141495 SNP141496 SNP141497 SNP141498 SNP141499 SNP141500 SNP141501
     SNP141502 SNP141503 SNP141504 SNP141505 SNP141506 SNP141507 SNP141508
     SNP141509 SNP141510 SNP141511 SNP141512 SNP141513 SNP141514 SNP141515
     SNP141516 SNP141517 SNP141518 SNP141519 SNP141520 SNP141521 SNP141522
     SNP141523 SNP141524 SNP141525 SNP141526 SNP141527 SNP141528 SNP141529
     SNP141530 SNP141531 SNP141532 SNP141533 SNP141534 SNP141535 SNP141536
     SNP141537 SNP141538 SNP141539 SNP141540 SNP141541 SNP141542 SNP141543
     SNP141544 SNP141545 SNP141546 SNP141547 SNP141548 SNP141549 SNP141550
     SNP141551 SNP141552 SNP141553 SNP141554 SNP141555 SNP141556 SNP141557
     SNP141558 SNP141559 SNP141560 SNP141561 SNP141562 SNP141563 SNP141564
     SNP141565 SNP141566 SNP141567 SNP141568 SNP141569 SNP141570 SNP141571
     SNP141572 SNP141573 SNP141574 SNP141575 SNP141576 SNP141577 SNP141578
     SNP141579 SNP141580 SNP141581 SNP141582 SNP141583 SNP141584 SNP141585
     SNP141586 SNP141587 SNP141588 SNP141589 SNP141590 SNP141591 SNP141592
     SNP141593 SNP141594 SNP141595 SNP141596 SNP141597 SNP141598 SNP141599
     SNP141600 SNP141601 SNP141602 SNP141603 SNP141604 SNP141605 SNP141606
     SNP141607 SNP141608 SNP141609 SNP141610 SNP141611 SNP141612 SNP141613
     SNP141614 SNP141615 SNP141616 SNP141617 SNP141618 SNP141619 SNP141620
     SNP141621 SNP141622 SNP141623 SNP141624 SNP141625 SNP141626 SNP141627
     SNP141628 SNP141629 SNP141630 SNP141631 SNP141632 SNP141633 SNP141634
     SNP141635 SNP141636 SNP141637 SNP141638 SNP141639 SNP141640 SNP141641
     SNP141642 SNP141643 SNP141644 SNP141645 SNP141646 SNP141647 SNP141648
     SNP141649 SNP141650 SNP141651 SNP141652 SNP141653 SNP141654 SNP141655
     SNP141656 SNP141657 SNP141658 SNP141659 SNP141660 SNP141661 SNP141662
     SNP141663 SNP141664 SNP141665 SNP141666 SNP141667 SNP141668 SNP141669
     SNP141670 SNP141671 SNP141672 SNP141673 SNP141674 SNP141675 SNP141676
     SNP141677 SNP141678 SNP141679 SNP141680 SNP141681 SNP141682 SNP141683
     SNP141684 SNP141685 SNP141686 SNP141687 SNP141688 SNP141689 SNP141690
     SNP141691 SNP141692 SNP141693 SNP141694 SNP141695 SNP141696 SNP141697
     SNP141698 SNP141699 SNP141700 SNP141701 SNP141702 SNP141703 SNP141704
     SNP141705 SNP141706 SNP141707 SNP141708 SNP141709 SNP141710 SNP141711
     SNP141712 SNP141713 SNP141714 SNP141715 SNP141716 SNP141717 SNP141718
     SNP141719 SNP141720 SNP141721 SNP141722 SNP141723 SNP141724 SNP141725
     SNP141726 SNP141727 SNP141728 SNP141729 SNP141730 SNP141731 SNP141732
     SNP141733 SNP141734 SNP141735 SNP141736 SNP141737 SNP141738 SNP141739
     SNP141740 SNP141741 SNP141742 SNP141743 SNP141744 SNP141745 SNP141746
     SNP141747 SNP141748 SNP141749 SNP141750 SNP141751 SNP141752 SNP141753
     SNP141754 SNP141755 SNP141756 SNP141757 SNP141758 SNP141759 SNP141760
     SNP141761 SNP141762 SNP141763 SNP141764 SNP141765 SNP141766 SNP141767
     SNP141768 SNP141769 SNP141770 SNP141771 SNP141772 SNP141773 SNP141774
     SNP141775 SNP141776 SNP141777 SNP141778 SNP141779 SNP141780 SNP141781
     SNP141782 SNP141783 SNP141784 SNP141785 SNP141786 SNP141787 SNP141788
     SNP141789 SNP141790 SNP141791 SNP141792 SNP141793 SNP141794 SNP141795
     SNP141796 SNP141797 SNP141798 SNP141799 SNP141800 SNP141801 SNP141802
     SNP141803 SNP141804 SNP141805 SNP141806 SNP141807 SNP141808 SNP141809
     SNP141810 SNP141811 SNP141812 SNP141813 SNP141814 SNP141815 SNP141816
     SNP141817 SNP141818 SNP141819 SNP141820 SNP141821 SNP141822 SNP141823
     SNP141824 SNP141825 SNP141826 SNP141827 SNP141828 SNP141829 SNP141830
     SNP141831 SNP141832 SNP141833 SNP141834 SNP141835 SNP141836 SNP141837
     SNP141838 SNP141839 SNP141840 SNP141841 SNP141842 SNP141843 SNP141844
     SNP141845 SNP141846 SNP141847 SNP141848 SNP141849 SNP141850 SNP141851
     SNP141852 SNP141853 SNP141854 SNP141855 SNP141856 SNP141857 SNP141858
     SNP141859 SNP141860 SNP141861 SNP141862 SNP141863 SNP141864 SNP141865
     SNP141866 SNP141867 SNP141868 SNP141869 SNP141870 SNP141871 SNP141872
     SNP141873 SNP141874 SNP141875 SNP141876 SNP141877 SNP141878 SNP141879
     SNP141880 SNP141881 SNP141882 SNP141883 SNP141884 SNP141885 SNP141886
     SNP141887 SNP141888 SNP141889 SNP141890 SNP141891 SNP141892 SNP141893
     SNP141894 SNP141895 SNP141896 SNP141897 SNP141898 SNP141899 SNP141900
     SNP141901 SNP141902 SNP141903 SNP141904 SNP141905 SNP141906 SNP141907
     SNP141908 SNP141909 SNP141910 SNP141911 SNP141912 SNP141913 SNP141914
     SNP141915 SNP141916 SNP141917 SNP141918 SNP141919 SNP141920 SNP141921
     SNP141922 SNP141923 SNP141924 SNP141925 SNP141926 SNP141927 SNP141928
     SNP141929 SNP141930 SNP141931 SNP141932 SNP141933 SNP141934 SNP141935
     SNP141936 SNP141937 SNP141938 SNP141939 SNP141940 SNP141941 SNP141942
     SNP141943 SNP141944 SNP141945 SNP141946 SNP141947 SNP141948 SNP141949
     SNP141950 SNP141951 SNP141952 SNP141953 SNP141954 SNP141955 SNP141956
     SNP141957 SNP141958 SNP141959 SNP141960 SNP141961 SNP141962 SNP141963
     SNP141964 SNP141965 SNP141966 SNP141967 SNP141968 SNP141969 SNP141970
     SNP141971 SNP141972 SNP141973 SNP141974 SNP141975 SNP141976 SNP141977
     SNP141978 SNP141979 SNP141980 SNP141981 SNP141982 SNP141983 SNP141984
     SNP141985 SNP141986 SNP141987 SNP141988 SNP141989 SNP141990 SNP141991
     SNP141992 SNP141993 SNP141994 SNP141995 SNP141996 SNP141997 SNP141998
     SNP141999 SNP142000 SNP142001 SNP142002 SNP142003 SNP142004 SNP142005
     SNP142006 SNP142007 SNP142008 SNP142009 SNP142010 SNP142011 SNP142012
     SNP142013 SNP142014 SNP142015 SNP142016 SNP142017 SNP142018 SNP142019
     SNP142020 SNP142021 SNP142022 SNP142023 SNP142024 SNP142025 SNP142026
     SNP142027 SNP142028 SNP142029 SNP142030 SNP142031 SNP142032 SNP142033
     SNP142034 SNP142035 SNP142036 SNP142037 SNP142038 SNP142039 SNP142040
     SNP142041 SNP142042 SNP142043 SNP142044 SNP142045 SNP142046 SNP142047
     SNP142048 SNP142049 SNP142050 SNP142051 SNP142052 SNP142053 SNP142054
     SNP142055 SNP142056 SNP142057 SNP142058 SNP142059 SNP142060 SNP142061
     SNP142062 SNP142063 SNP142064 SNP142065 SNP142066 SNP142067 SNP142068
     SNP142069 SNP142070 SNP142071 SNP142072 SNP142073 SNP142074 SNP142075
     SNP142076 SNP142077 SNP142078 SNP142079 SNP142080 SNP142081 SNP142082
     SNP142083 SNP142084 SNP142085 SNP142086 SNP142087 SNP142088 SNP142089
     SNP142090 SNP142091 SNP142092 SNP142093 SNP142094 SNP142095 SNP142096
     SNP142097 SNP142098 SNP142099 SNP142100 SNP142101 SNP142102 SNP142103
     SNP142104 SNP142105 SNP142106 SNP142107 SNP142108 SNP142109 SNP142110
     SNP142111 SNP142112 SNP142113 SNP142114 SNP142115 SNP142116 SNP142117
     SNP142118 SNP142119 SNP142120 SNP142121 SNP142122 SNP142123 SNP142124

     SNP142125 SNP142126 SNP142127 SNP142128 SNP142129 SNP142130 SNP142131
     SNP142132 SNP142133 SNP142134 SNP142135 SNP142136 SNP142137 SNP142138
     SNP142139 SNP142140 SNP142141 SNP142142 SNP142143 SNP142144 SNP142145
     SNP142146 SNP142147 SNP142148 SNP142149 SNP142150 SNP142151 SNP142152
     SNP142153 SNP142154 SNP142155 SNP142156 SNP142157 SNP142158 SNP142159
     SNP142160 SNP142161 SNP142162 SNP142163 SNP142164 SNP142165 SNP142166
     SNP142167 SNP142168 SNP142169 SNP142170 SNP142171 SNP142172 SNP142173
     SNP142174 SNP142175 SNP142176 SNP142177 SNP142178 SNP142179 SNP142180
     SNP142181 SNP142182 SNP142183 SNP142184 SNP142185 SNP142186 SNP142187
     SNP142188 SNP142189 SNP142190 SNP142191 SNP142192 SNP142193 SNP142194
     SNP142195 SNP142196 SNP142197 SNP142198 SNP142199 SNP142200 SNP142201
     SNP142202 SNP142203 SNP142204 SNP142205 SNP142206 SNP142207 SNP142208
     SNP142209 SNP142210 SNP142211 SNP142212 SNP142213 SNP142214 SNP142215
     SNP142216 SNP142217 SNP142218 SNP142219 SNP142220 SNP142221 SNP142222
     SNP142223 SNP142224 SNP142225 SNP142226 SNP142227 SNP142228 SNP142229
     SNP142230 SNP142231 SNP142232 SNP142233 SNP142234 SNP142235 SNP142236
     SNP142237 SNP142238 SNP142239 SNP142240 SNP142241 SNP142242 SNP142243
     SNP142244 SNP142245 SNP142246 SNP142247 SNP142248 SNP142249 SNP142250
     SNP142251 SNP142252 SNP142253 SNP142254 SNP142255 SNP142256 SNP142257
     SNP142258 SNP142259 SNP142260 SNP142261 SNP142262 SNP142263 SNP142264
     SNP142265 SNP142266 SNP142267 SNP142268 SNP142269 SNP142270 SNP142271
     SNP142272 SNP142273 SNP142274 SNP142275 SNP142276 SNP142277 SNP142278
     SNP142279 SNP142280 SNP142281 SNP142282 SNP142283 SNP142284 SNP142285
     SNP142286 SNP142287 SNP142288 SNP142289 SNP142290 SNP142291 SNP142292
     SNP142293 SNP142294 SNP142295 SNP142296 SNP142297 SNP142298 SNP142299
     SNP142300 SNP142301 SNP142302 SNP142303 SNP142304 SNP142305 SNP142306
     SNP142307 SNP142308 SNP142309 SNP142310 SNP142311 SNP142312 SNP142313
     SNP142314 SNP142315 SNP142316 SNP142317 SNP142318 SNP142319 SNP142320
     SNP142321 SNP142322 SNP142323 SNP142324 SNP142325 SNP142326 SNP142327
     SNP142328 SNP142329 SNP142330 SNP142331 SNP142332 SNP142333 SNP142334
     SNP142335 SNP142336 SNP142337 SNP142338 SNP142339 SNP142340 SNP142341
     SNP142342 SNP142343 SNP142344 SNP142345 SNP142346 SNP142347 SNP142348
     SNP142349 SNP142350 SNP142351 SNP142352 SNP142353 SNP142354 SNP142355
     SNP142356 SNP142357 SNP142358 SNP142359 SNP142360 SNP142361 SNP142362
     SNP142363 SNP142364 SNP142365 SNP142366 SNP142367 SNP142368 SNP142369
     SNP142370 SNP142371 SNP142372 SNP142373 SNP142374 SNP142375 SNP142376
     SNP142377 SNP142378 SNP142379 SNP142380 SNP142381 SNP142382 SNP142383
     SNP142384 SNP142385 SNP142386 SNP142387 SNP142388 SNP142389 SNP142390
     SNP142391 SNP142392 SNP142393 SNP142394 SNP142395 SNP142396 SNP142397
     SNP142398 SNP142399 SNP142400 SNP142401 SNP142402 SNP142403 SNP142404
     SNP142405 SNP142406 SNP142407 SNP142408 SNP142409 SNP142410 SNP142411
     SNP142412 SNP142413 SNP142414 SNP142415 SNP142416 SNP142417 SNP142418
     SNP142419 SNP142420 SNP142421 SNP142422 SNP142423 SNP142424 SNP142425
     SNP142426 SNP142427 SNP142428 SNP142429 SNP142430 SNP142431 SNP142432
     SNP142433 SNP142434 SNP142435 SNP142436 SNP142437 SNP142438 SNP142439
     SNP142440 SNP142441 SNP142442 SNP142443 SNP142444 SNP142445 SNP142446
     SNP142447 SNP142448 SNP142449 SNP142450 SNP142451 SNP142452 SNP142453
     SNP142454 SNP142455 SNP142456 SNP142457 SNP142458 SNP142459 SNP142460
     SNP142461 SNP142462 SNP142463 SNP142464 SNP142465 SNP142466 SNP142467
     SNP142468 SNP142469 SNP142470 SNP142471 SNP142472 SNP142473 SNP142474
     SNP142475 SNP142476 SNP142477 SNP142478 SNP142479 SNP142480 SNP142481
     SNP142482 SNP142483 SNP142484 SNP142485 SNP142486 SNP142487 SNP142488
     SNP142489 SNP142490 SNP142491 SNP142492 SNP142493 SNP142494 SNP142495
     SNP142496 SNP142497 SNP142498 SNP142499 SNP142500 SNP142501 SNP142502
     SNP142503 SNP142504 SNP142505 SNP142506 SNP142507 SNP142508 SNP142509
     SNP142510 SNP142511 SNP142512 SNP142513 SNP142514 SNP142515 SNP142516
     SNP142517 SNP142518 SNP142519 SNP142520 SNP142521 SNP142522 SNP142523
     SNP142524 SNP142525 SNP142526 SNP142527 SNP142528 SNP142529 SNP142530
     SNP142531 SNP142532 SNP142533 SNP142534 SNP142535 SNP142536 SNP142537
     SNP142538 SNP142539 SNP142540 SNP142541 SNP142542 SNP142543 SNP142544
     SNP142545 SNP142546 SNP142547 SNP142548 SNP142549 SNP142550 SNP142551
     SNP142552 SNP142553 SNP142554 SNP142555 SNP142556 SNP142557 SNP142558
     SNP142559 SNP142560 SNP142561 SNP142562 SNP142563 SNP142564 SNP142565
     SNP142566 SNP142567 SNP142568 SNP142569 SNP142570 SNP142571 SNP142572
     SNP142573 SNP142574 SNP142575 SNP142576 SNP142577 SNP142578 SNP142579
     SNP142580 SNP142581 SNP142582 SNP142583 SNP142584 SNP142585 SNP142586
     SNP142587 SNP142588 SNP142589 SNP142590 SNP142591 SNP142592 SNP142593
     SNP142594 SNP142595 SNP142596 SNP142597 SNP142598 SNP142599 SNP142600
     SNP142601 SNP142602 SNP142603 SNP142604 SNP142605 SNP142606 SNP142607
     SNP142608 SNP142609 SNP142610 SNP142611 SNP142612 SNP142613 SNP142614
     SNP142615 SNP142616 SNP142617 SNP142618 SNP142619 SNP142620 SNP142621
     SNP142622 SNP142623 SNP142624 SNP142625 SNP142626 SNP142627 SNP142628
     SNP142629 SNP142630 SNP142631 SNP142632 SNP142633 SNP142634 SNP142635
     SNP142636 SNP142637 SNP142638 SNP142639 SNP142640 SNP142641 SNP142642
     SNP142643 SNP142644 SNP142645 SNP142646 SNP142647 SNP142648 SNP142649
     SNP142650 SNP142651 SNP142652 SNP142653 SNP142654 SNP142655 SNP142656
     SNP142657 SNP142658 SNP142659 SNP142660 SNP142661 SNP142662 SNP142663
     SNP142664 SNP142665 SNP142666 SNP142667 SNP142668 SNP142669 SNP142670
     SNP142671 SNP142672 SNP142673 SNP142674 SNP142675 SNP142676 SNP142677
     SNP142678 SNP142679 SNP142680 SNP142681 SNP142682 SNP142683 SNP142684
     SNP142685 SNP142686 SNP142687 SNP142688 SNP142689 SNP142690 SNP142691
     SNP142692 SNP142693 SNP142694 SNP142695 SNP142696 SNP142697 SNP142698
     SNP142699 SNP142700 SNP142701 SNP142702 SNP142703 SNP142704 SNP142705
     SNP142706 SNP142707 SNP142708 SNP142709 SNP142710 SNP142711 SNP142712
     SNP142713 SNP142714 SNP142715 SNP142716 SNP142717 SNP142718 SNP142719
     SNP142720 SNP142721 SNP142722 SNP142723 SNP142724 SNP142725 SNP142726
     SNP142727 SNP142728 SNP142729 SNP142730 SNP142731 SNP142732 SNP142733
     SNP142734 SNP142735 SNP142736 SNP142737 SNP142738 SNP142739 SNP142740
     SNP142741 SNP142742 SNP142743 SNP142744 SNP142745 SNP142746 SNP142747
     SNP142748 SNP142749 SNP142750 SNP142751 SNP142752 SNP142753 SNP142754
     SNP142755 SNP142756 SNP142757 SNP142758 SNP142759 SNP142760 SNP142761
     SNP142762 SNP142763 SNP142764 SNP142765 SNP142766 SNP142767 SNP142768
     SNP142769 SNP142770 SNP142771 SNP142772 SNP142773 SNP142774 SNP142775
     SNP142776 SNP142777 SNP142778 SNP142779 SNP142780 SNP142781 SNP142782
     SNP142783 SNP142784 SNP142785 SNP142786 SNP142787 SNP142788 SNP142789
     SNP142790 SNP142791 SNP142792 SNP142793 SNP142794 SNP142795 SNP142796
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     SNP143231 SNP143232 SNP143233 SNP143234 SNP143235 SNP143236 SNP143237
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     SNP143483 SNP143484 SNP143485 SNP143486 SNP143487 SNP143488 SNP143489
     SNP143490 SNP143491 SNP143492 SNP143493 SNP143494 SNP143495 SNP143496
     SNP143497 SNP143498 SNP143499 SNP143500 SNP143501 SNP143502 SNP143503
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     SNP143581 SNP143582 SNP143583 SNP143584 SNP143585 SNP143586 SNP143587
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     SNP143693 SNP143694 SNP143695 SNP143696 SNP143697 SNP143698 SNP143699
     SNP143700 SNP143701 SNP143702 SNP143703 SNP143704 SNP143705 SNP143706
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     SNP143721 SNP143722 SNP143723 SNP143724 SNP143725 SNP143726 SNP143727
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     SNP143749 SNP143750 SNP143751 SNP143752 SNP143753 SNP143754 SNP143755
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     SNP143763 SNP143764 SNP143765 SNP143766 SNP143767 SNP143768 SNP143769
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     SNP143777 SNP143778 SNP143779 SNP143780 SNP143781 SNP143782 SNP143783
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     SNP143791 SNP143792 SNP143793 SNP143794 SNP143795 SNP143796 SNP143797
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     SNP143840 SNP143841 SNP143842 SNP143843 SNP143844 SNP143845 SNP143846
     SNP143847 SNP143848 SNP143849 SNP143850 SNP143851 SNP143852 SNP143853
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     SNP143861 SNP143862 SNP143863 SNP143864 SNP143865 SNP143866 SNP143867
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     SNP143875 SNP143876 SNP143877 SNP143878 SNP143879 SNP143880 SNP143881
     SNP143882 SNP143883 SNP143884 SNP143885 SNP143886 SNP143887 SNP143888
     SNP143889 SNP143890 SNP143891 SNP143892 SNP143893 SNP143894 SNP143895
     SNP143896 SNP143897 SNP143898 SNP143899 SNP143900 SNP143901 SNP143902
     SNP143903 SNP143904 SNP143905 SNP143906 SNP143907 SNP143908 SNP143909
     SNP143910 SNP143911 SNP143912 SNP143913 SNP143914 SNP143915 SNP143916
     SNP143917 SNP143918 SNP143919 SNP143920 SNP143921 SNP143922 SNP143923
     SNP143924 SNP143925 SNP143926 SNP143927 SNP143928 SNP143929 SNP143930
     SNP143931 SNP143932 SNP143933 SNP143934 SNP143935 SNP143936 SNP143937
     SNP143938 SNP143939 SNP143940 SNP143941 SNP143942 SNP143943 SNP143944
     SNP143945 SNP143946 SNP143947 SNP143948 SNP143949 SNP143950 SNP143951
     SNP143952 SNP143953 SNP143954 SNP143955 SNP143956 SNP143957 SNP143958
     SNP143959 SNP143960 SNP143961 SNP143962 SNP143963 SNP143964 SNP143965
     SNP143966 SNP143967 SNP143968 SNP143969 SNP143970 SNP143971 SNP143972
     SNP143973 SNP143974 SNP143975 SNP143976 SNP143977 SNP143978 SNP143979
     SNP143980 SNP143981 SNP143982 SNP143983 SNP143984 SNP143985 SNP143986
     SNP143987 SNP143988 SNP143989 SNP143990 SNP143991 SNP143992 SNP143993
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     SNP144029 SNP144030 SNP144031 SNP144032 SNP144033 SNP144034 SNP144035
     SNP144036 SNP144037 SNP144038 SNP144039 SNP144040 SNP144041 SNP144042
     SNP144043 SNP144044 SNP144045 SNP144046 SNP144047 SNP144048 SNP144049
     SNP144050 SNP144051 SNP144052 SNP144053 SNP144054 SNP144055 SNP144056
     SNP144057 SNP144058 SNP144059 SNP144060 SNP144061 SNP144062 SNP144063
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     SNP144071 SNP144072 SNP144073 SNP144074 SNP144075 SNP144076 SNP144077
     SNP144078 SNP144079 SNP144080 SNP144081 SNP144082 SNP144083 SNP144084
     SNP144085 SNP144086 SNP144087 SNP144088 SNP144089 SNP144090 SNP144091
     SNP144092 SNP144093 SNP144094 SNP144095 SNP144096 SNP144097 SNP144098
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     SNP144106 SNP144107 SNP144108 SNP144109 SNP144110 SNP144111 SNP144112
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     SNP144225 SNP144226 SNP144227 SNP144228 SNP144229 SNP144230 SNP144231
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     SNP144323 SNP144324 SNP144325 SNP144326 SNP144327 SNP144328 SNP144329
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     SNP144421 SNP144422 SNP144423 SNP144424 SNP144425 SNP144426 SNP144427
     SNP144428 SNP144429 SNP144430 SNP144431 SNP144432 SNP144433 SNP144434
     SNP144435 SNP144436 SNP144437 SNP144438 SNP144439 SNP144440 SNP144441
     SNP144442 SNP144443 SNP144444 SNP144445 SNP144446 SNP144447 SNP144448
     SNP144449 SNP144450 SNP144451 SNP144452 SNP144453 SNP144454 SNP144455
     SNP144456 SNP144457 SNP144458 SNP144459 SNP144460 SNP144461 SNP144462
     SNP144463 SNP144464 SNP144465 SNP144466 SNP144467 SNP144468 SNP144469
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     SNP144477 SNP144478 SNP144479 SNP144480 SNP144481 SNP144482 SNP144483
     SNP144484 SNP144485 SNP144486 SNP144487 SNP144488 SNP144489 SNP144490
     SNP144491 SNP144492 SNP144493 SNP144494 SNP144495 SNP144496 SNP144497
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     SNP144505 SNP144506 SNP144507 SNP144508 SNP144509 SNP144510 SNP144511
     SNP144512 SNP144513 SNP144514 SNP144515 SNP144516 SNP144517 SNP144518
     SNP144519 SNP144520 SNP144521 SNP144522 SNP144523 SNP144524 SNP144525
     SNP144526 SNP144527 SNP144528 SNP144529 SNP144530 SNP144531 SNP144532
     SNP144533 SNP144534 SNP144535 SNP144536 SNP144537 SNP144538 SNP144539
     SNP144540 SNP144541 SNP144542 SNP144543 SNP144544 SNP144545 SNP144546
     SNP144547 SNP144548 SNP144549 SNP144550 SNP144551 SNP144552 SNP144553
     SNP144554 SNP144555 SNP144556 SNP144557 SNP144558 SNP144559 SNP144560
     SNP144561 SNP144562 SNP144563 SNP144564 SNP144565 SNP144566 SNP144567
     SNP144568 SNP144569 SNP144570 SNP144571 SNP144572 SNP144573 SNP144574
     SNP144575 SNP144576 SNP144577 SNP144578 SNP144579 SNP144580 SNP144581
     SNP144582 SNP144583 SNP144584 SNP144585 SNP144586 SNP144587 SNP144588
     SNP144589 SNP144590 SNP144591 SNP144592 SNP144593 SNP144594 SNP144595
     SNP144596 SNP144597 SNP144598 SNP144599 SNP144600 SNP144601 SNP144602
     SNP144603 SNP144604 SNP144605 SNP144606 SNP144607 SNP144608 SNP144609
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     SNP144617 SNP144618 SNP144619 SNP144620 SNP144621 SNP144622 SNP144623
     SNP144624 SNP144625 SNP144626 SNP144627 SNP144628 SNP144629 SNP144630
     SNP144631 SNP144632 SNP144633 SNP144634 SNP144635 SNP144636 SNP144637
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     SNP144652 SNP144653 SNP144654 SNP144655 SNP144656 SNP144657 SNP144658
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     SNP144673 SNP144674 SNP144675 SNP144676 SNP144677 SNP144678 SNP144679
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     SNP144687 SNP144688 SNP144689 SNP144690 SNP144691 SNP144692 SNP144693
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     SNP144701 SNP144702 SNP144703 SNP144704 SNP144705 SNP144706 SNP144707
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     SNP144715 SNP144716 SNP144717 SNP144718 SNP144719 SNP144720 SNP144721
     SNP144722 SNP144723 SNP144724 SNP144725 SNP144726 SNP144727 SNP144728
     SNP144729 SNP144730 SNP144731 SNP144732 SNP144733 SNP144734 SNP144735
     SNP144736 SNP144737 SNP144738 SNP144739 SNP144740 SNP144741 SNP144742
     SNP144743 SNP144744 SNP144745 SNP144746 SNP144747 SNP144748 SNP144749
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     SNP151890 SNP151891 SNP151892 SNP151893 SNP151894 SNP151895 SNP151896
     SNP151897 SNP151898 SNP151899 SNP151900 SNP151901 SNP151902 SNP151903
     SNP151904 SNP151905 SNP151906 SNP151907 SNP151908 SNP151909 SNP151910
     SNP151911 SNP151912 SNP151913 SNP151914 SNP151915 SNP151916 SNP151917
     SNP151918 SNP151919 SNP151920 SNP151921 SNP151922 SNP151923 SNP151924
     SNP151925 SNP151926 SNP151927 SNP151928 SNP151929 SNP151930 SNP151931
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     SNP152023 SNP152024 SNP152025 SNP152026 SNP152027 SNP152028 SNP152029
     SNP152030 SNP152031 SNP152032 SNP152033 SNP152034 SNP152035 SNP152036
     SNP152037 SNP152038 SNP152039 SNP152040 SNP152041 SNP152042 SNP152043
     SNP152044 SNP152045 SNP152046 SNP152047 SNP152048 SNP152049 SNP152050
     SNP152051 SNP152052 SNP152053 SNP152054 SNP152055 SNP152056 SNP152057
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     SNP160920 SNP160921 SNP160922 SNP160923 SNP160924 SNP160925 SNP160926
     SNP160927 SNP160928 SNP160929 SNP160930 SNP160931 SNP160932 SNP160933
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     SNP160941 SNP160942 SNP160943 SNP160944 SNP160945 SNP160946 SNP160947
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     SNP161235 SNP161236 SNP161237 SNP161238 SNP161239 SNP161240 SNP161241
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     SNP161263 SNP161264 SNP161265 SNP161266 SNP161267 SNP161268 SNP161269
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     SNP161291 SNP161292 SNP161293 SNP161294 SNP161295 SNP161296 SNP161297
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     SNP161347 SNP161348 SNP161349 SNP161350 SNP161351 SNP161352 SNP161353
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     SNP161375 SNP161376 SNP161377 SNP161378 SNP161379 SNP161380 SNP161381
     SNP161382 SNP161383 SNP161384 SNP161385 SNP161386 SNP161387 SNP161388
     SNP161389 SNP161390 SNP161391 SNP161392 SNP161393 SNP161394 SNP161395
     SNP161396 SNP161397 SNP161398 SNP161399 SNP161400 SNP161401 SNP161402
     SNP161403 SNP161404 SNP161405 SNP161406 SNP161407 SNP161408 SNP161409
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     SNP161431 SNP161432 SNP161433 SNP161434 SNP161435 SNP161436 SNP161437
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     SNP161487 SNP161488 SNP161489 SNP161490 SNP161491 SNP161492 SNP161493
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     SNP161501 SNP161502 SNP161503 SNP161504 SNP161505 SNP161506 SNP161507
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     SNP161515 SNP161516 SNP161517 SNP161518 SNP161519 SNP161520 SNP161521
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     SNP161571 SNP161572 SNP161573 SNP161574 SNP161575 SNP161576 SNP161577
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     SNP161585 SNP161586 SNP161587 SNP161588 SNP161589 SNP161590 SNP161591
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     SNP161599 SNP161600 SNP161601 SNP161602 SNP161603 SNP161604 SNP161605
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     SNP161627 SNP161628 SNP161629 SNP161630 SNP161631 SNP161632 SNP161633
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     SNP161641 SNP161642 SNP161643 SNP161644 SNP161645 SNP161646 SNP161647
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     SNP161676 SNP161677 SNP161678 SNP161679 SNP161680 SNP161681 SNP161682
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     SNP161690 SNP161691 SNP161692 SNP161693 SNP161694 SNP161695 SNP161696
     SNP161697 SNP161698 SNP161699 SNP161700 SNP161701 SNP161702 SNP161703
     SNP161704 SNP161705 SNP161706 SNP161707 SNP161708 SNP161709 SNP161710
     SNP161711 SNP161712 SNP161713 SNP161714 SNP161715 SNP161716 SNP161717
     SNP161718 SNP161719 SNP161720 SNP161721 SNP161722 SNP161723 SNP161724
     SNP161725 SNP161726 SNP161727 SNP161728 SNP161729 SNP161730 SNP161731
     SNP161732 SNP161733 SNP161734 SNP161735 SNP161736 SNP161737 SNP161738
     SNP161739 SNP161740 SNP161741 SNP161742 SNP161743 SNP161744 SNP161745
     SNP161746 SNP161747 SNP161748 SNP161749 SNP161750 SNP161751 SNP161752
     SNP161753 SNP161754 SNP161755 SNP161756 SNP161757 SNP161758 SNP161759
     SNP161760 SNP161761 SNP161762 SNP161763 SNP161764 SNP161765 SNP161766
     SNP161767 SNP161768 SNP161769 SNP161770 SNP161771 SNP161772 SNP161773
     SNP161774 SNP161775 SNP161776 SNP161777 SNP161778 SNP161779 SNP161780
     SNP161781 SNP161782 SNP161783 SNP161784 SNP161785 SNP161786 SNP161787
     SNP161788 SNP161789 SNP161790 SNP161791 SNP161792 SNP161793 SNP161794
     SNP161795 SNP161796 SNP161797 SNP161798 SNP161799 SNP161800 SNP161801
     SNP161802 SNP161803 SNP161804 SNP161805 SNP161806 SNP161807 SNP161808
     SNP161809 SNP161810 SNP161811 SNP161812 SNP161813 SNP161814 SNP161815
     SNP161816 SNP161817 SNP161818 SNP161819 SNP161820 SNP161821 SNP161822
     SNP161823 SNP161824 SNP161825 SNP161826 SNP161827 SNP161828 SNP161829
     SNP161830 SNP161831 SNP161832 SNP161833 SNP161834 SNP161835 SNP161836
     SNP161837 SNP161838 SNP161839 SNP161840 SNP161841 SNP161842 SNP161843
     SNP161844 SNP161845 SNP161846 SNP161847 SNP161848 SNP161849 SNP161850
     SNP161851 SNP161852 SNP161853 SNP161854 SNP161855 SNP161856 SNP161857
     SNP161858 SNP161859 SNP161860 SNP161861 SNP161862 SNP161863 SNP161864
     SNP161865 SNP161866 SNP161867 SNP161868 SNP161869 SNP161870 SNP161871
     SNP161872 SNP161873 SNP161874 SNP161875 SNP161876 SNP161877 SNP161878
     SNP161879 SNP161880 SNP161881 SNP161882 SNP161883 SNP161884 SNP161885
     SNP161886 SNP161887 SNP161888 SNP161889 SNP161890 SNP161891 SNP161892
     SNP161893 SNP161894 SNP161895 SNP161896 SNP161897 SNP161898 SNP161899
     SNP161900 SNP161901 SNP161902 SNP161903 SNP161904 SNP161905 SNP161906
     SNP161907 SNP161908 SNP161909 SNP161910 SNP161911 SNP161912 SNP161913
     SNP161914 SNP161915 SNP161916 SNP161917 SNP161918 SNP161919 SNP161920
     SNP161921 SNP161922 SNP161923 SNP161924 SNP161925 SNP161926 SNP161927
     SNP161928 SNP161929 SNP161930 SNP161931 SNP161932 SNP161933 SNP161934
     SNP161935 SNP161936 SNP161937 SNP161938 SNP161939 SNP161940 SNP161941
     SNP161942 SNP161943 SNP161944 SNP161945 SNP161946 SNP161947 SNP161948
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     SNP161956 SNP161957 SNP161958 SNP161959 SNP161960 SNP161961 SNP161962
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     SNP161970 SNP161971 SNP161972 SNP161973 SNP161974 SNP161975 SNP161976
     SNP161977 SNP161978 SNP161979 SNP161980 SNP161981 SNP161982 SNP161983
     SNP161984 SNP161985 SNP161986 SNP161987 SNP161988 SNP161989 SNP161990
     SNP161991 SNP161992 SNP161993 SNP161994 SNP161995 SNP161996 SNP161997
     SNP161998 SNP161999 SNP162000 SNP162001 SNP162002 SNP162003 SNP162004
     SNP162005 SNP162006 SNP162007 SNP162008 SNP162009 SNP162010 SNP162011
     SNP162012 SNP162013 SNP162014 SNP162015 SNP162016 SNP162017 SNP162018
     SNP162019 SNP162020 SNP162021 SNP162022 SNP162023 SNP162024 SNP162025
     SNP162026 SNP162027 SNP162028 SNP162029 SNP162030 SNP162031 SNP162032
     SNP162033 SNP162034 SNP162035 SNP162036 SNP162037 SNP162038 SNP162039
     SNP162040 SNP162041 SNP162042 SNP162043 SNP162044 SNP162045 SNP162046
     SNP162047 SNP162048 SNP162049 SNP162050 SNP162051 SNP162052 SNP162053
     SNP162054 SNP162055 SNP162056 SNP162057 SNP162058 SNP162059 SNP162060
     SNP162061 SNP162062 SNP162063 SNP162064 SNP162065 SNP162066 SNP162067
     SNP162068 SNP162069 SNP162070 SNP162071 SNP162072 SNP162073 SNP162074
     SNP162075 SNP162076 SNP162077 SNP162078 SNP162079 SNP162080 SNP162081
     SNP162082 SNP162083 SNP162084 SNP162085 SNP162086 SNP162087 SNP162088
     SNP162089 SNP162090 SNP162091 SNP162092 SNP162093 SNP162094 SNP162095
     SNP162096 SNP162097 SNP162098 SNP162099 SNP162100 SNP162101 SNP162102
     SNP162103 SNP162104 SNP162105 SNP162106 SNP162107 SNP162108 SNP162109
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     SNP162117 SNP162118 SNP162119 SNP162120 SNP162121 SNP162122 SNP162123
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     SNP162131 SNP162132 SNP162133 SNP162134 SNP162135 SNP162136 SNP162137
     SNP162138 SNP162139 SNP162140 SNP162141 SNP162142 SNP162143 SNP162144
     SNP162145 SNP162146 SNP162147 SNP162148 SNP162149 SNP162150 SNP162151
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     SNP162705 SNP162706 SNP162707 SNP162708 SNP162709 SNP162710 SNP162711
     SNP162712 SNP162713 SNP162714 SNP162715 SNP162716 SNP162717 SNP162718
     SNP162719 SNP162720 SNP162721 SNP162722 SNP162723 SNP162724 SNP162725
     SNP162726 SNP162727 SNP162728 SNP162729 SNP162730 SNP162731 SNP162732
     SNP162733 SNP162734 SNP162735 SNP162736 SNP162737 SNP162738 SNP162739
     SNP162740 SNP162741 SNP162742 SNP162743 SNP162744 SNP162745 SNP162746
     SNP162747 SNP162748 SNP162749 SNP162750 SNP162751 SNP162752 SNP162753
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     SNP172708 SNP172709 SNP172710 SNP172711 SNP172712 SNP172713 SNP172714
     SNP172715 SNP172716 SNP172717 SNP172718 SNP172719 SNP172720 SNP172721
     SNP172722 SNP172723 SNP172724 SNP172725 SNP172726 SNP172727 SNP172728
     SNP172729 SNP172730 SNP172731 SNP172732 SNP172733 SNP172734 SNP172735
     SNP172736 SNP172737 SNP172738 SNP172739 SNP172740 SNP172741 SNP172742
     SNP172743 SNP172744 SNP172745 SNP172746 SNP172747 SNP172748 SNP172749
     SNP172750 SNP172751 SNP172752 SNP172753 SNP172754 SNP172755 SNP172756
     SNP172757 SNP172758 SNP172759 SNP172760 SNP172761 SNP172762 SNP172763
     SNP172764 SNP172765 SNP172766 SNP172767 SNP172768 SNP172769 SNP172770
     SNP172771 SNP172772 SNP172773 SNP172774 SNP172775 SNP172776 SNP172777
     SNP172778 SNP172779 SNP172780 SNP172781 SNP172782 SNP172783 SNP172784
     SNP172785 SNP172786 SNP172787 SNP172788 SNP172789 SNP172790 SNP172791
     SNP172792 SNP172793 SNP172794 SNP172795 SNP172796 SNP172797 SNP172798
     SNP172799 SNP172800 SNP172801 SNP172802 SNP172803 SNP172804 SNP172805
     SNP172806 SNP172807 SNP172808 SNP172809 SNP172810 SNP172811 SNP172812
     SNP172813 SNP172814 SNP172815 SNP172816 SNP172817 SNP172818 SNP172819
     SNP172820 SNP172821 SNP172822 SNP172823 SNP172824 SNP172825 SNP172826
     SNP172827 SNP172828 SNP172829 SNP172830 SNP172831 SNP172832 SNP172833
     SNP172834 SNP172835 SNP172836 SNP172837 SNP172838 SNP172839 SNP172840
     SNP172841 SNP172842 SNP172843 SNP172844 SNP172845 SNP172846 SNP172847
     SNP172848 SNP172849 SNP172850 SNP172851 SNP172852 SNP172853 SNP172854
     SNP172855 SNP172856 SNP172857 SNP172858 SNP172859 SNP172860 SNP172861
     SNP172862 SNP172863 SNP172864 SNP172865 SNP172866 SNP172867 SNP172868
     SNP172869 SNP172870 SNP172871 SNP172872 SNP172873 SNP172874 SNP172875
     SNP172876 SNP172877 SNP172878
 [ reached 'max' / getOption("max.print") -- omitted 380 rows ]
[1] "xx1"
[1] "xx2"

[1] "xx3"

.Generating a SNP partitioning of step 1 blocks, since one was not provided.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...

...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...

...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...

...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...

...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...

...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
All blocks are full rankDetected 8 available to use.

openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)
openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)
openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)
openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)
openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)
openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)
openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)
openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)

Taking inverse of xTx...
  block 1/216 inverted
  block 2/216 inverted
  block 3/216 inverted
  block 4/216 inverted
  block 5/216 inverted
  block 6/216 inverted
  block 7/216 inverted
  block 8/216 inverted
  block 9/216 inverted
  block 10/216 inverted
  block 11/216 inverted
  block 12/216 inverted
  block 13/216 inverted
  block 14/216 inverted
  block 15/216 inverted
  block 16/216 inverted
  block 17/216 inverted
  block 18/216 inverted
  block 19/216 inverted
  block 20/216 inverted
  block 21/216 inverted
  block 22/216 inverted
  block 23/216 inverted
  block 24/216 inverted
  block 25/216 inverted
  block 26/216 inverted
  block 27/216 inverted
  block 28/216 inverted
  block 29/216 inverted
  block 30/216 inverted
  block 31/216 inverted
  block 32/216 inverted
  block 33/216 inverted
  block 34/216 inverted
  block 35/216 inverted
  block 36/216 inverted
  block 37/216 inverted
  block 38/216 inverted
  block 39/216 inverted
  block 40/216 inverted
  block 41/216 inverted
  block 42/216 inverted
  block 43/216 inverted
  block 44/216 inverted
  block 45/216 inverted
  block 46/216 inverted
  block 47/216 inverted
  block 48/216 inverted
  block 49/216 inverted
  block 50/216 inverted
  block 51/216 inverted
  block 52/216 inverted
  block 53/216 inverted
  block 54/216 inverted
  block 55/216 inverted
  block 56/216 inverted
  block 57/216 inverted
  block 58/216 inverted
  block 59/216 inverted
  block 60/216 inverted
  block 61/216 inverted
  block 62/216 inverted
  block 63/216 inverted
  block 64/216 inverted
  block 65/216 inverted
  block 66/216 inverted
  block 67/216 inverted
  block 68/216 inverted
  block 69/216 inverted
  block 70/216 inverted
  block 71/216 inverted
  block 72/216 inverted
  block 73/216 inverted
  block 74/216 inverted
  block 75/216 inverted
  block 76/216 inverted
  block 77/216 inverted
  block 78/216 inverted
  block 79/216 inverted
  block 80/216 inverted
  block 81/216 inverted
  block 82/216 inverted
  block 83/216 inverted
  block 84/216 inverted
  block 85/216 inverted
  block 86/216 inverted
  block 87/216 inverted
  block 88/216 inverted
  block 89/216 inverted
  block 90/216 inverted
  block 91/216 inverted
  block 92/216 inverted
  block 93/216 inverted
  block 94/216 inverted
  block 95/216 inverted
  block 96/216 inverted
  block 97/216 inverted
  block 98/216 inverted
  block 99/216 inverted
  block 100/216 inverted
  block 101/216 inverted
  block 102/216 inverted
  block 103/216 inverted
  block 104/216 inverted
  block 105/216 inverted
  block 106/216 inverted
  block 107/216 inverted
  block 108/216 inverted
  block 109/216 inverted
  block 110/216 inverted
  block 111/216 inverted
  block 112/216 inverted
  block 113/216 inverted
  block 114/216 inverted
  block 115/216 inverted
  block 116/216 inverted
  block 117/216 inverted
  block 118/216 inverted
  block 119/216 inverted
  block 120/216 inverted
  block 121/216 inverted
  block 122/216 inverted
  block 123/216 inverted
  block 124/216 inverted
  block 125/216 inverted
  block 126/216 inverted
  block 127/216 inverted
  block 128/216 inverted
  block 129/216 inverted
  block 130/216 inverted
  block 131/216 inverted
  block 132/216 inverted
  block 133/216 inverted
  block 134/216 inverted
  block 135/216 inverted
  block 136/216 inverted
  block 137/216 inverted
  block 138/216 inverted
  block 139/216 inverted
  block 140/216 inverted
  block 141/216 inverted
  block 142/216 inverted
  block 143/216 inverted
  block 144/216 inverted
  block 145/216 inverted
  block 146/216 inverted
  block 147/216 inverted
  block 148/216 inverted
  block 149/216 inverted
  block 150/216 inverted
  block 151/216 inverted
  block 152/216 inverted
  block 153/216 inverted
  block 154/216 inverted
  block 155/216 inverted
  block 156/216 inverted
  block 157/216 inverted
  block 158/216 inverted
  block 159/216 inverted
  block 160/216 inverted
  block 161/216 inverted
  block 162/216 inverted
  block 163/216 inverted
  block 164/216 inverted
  block 165/216 inverted
  block 166/216 inverted
  block 167/216 inverted
  block 168/216 inverted
  block 169/216 inverted
  block 170/216 inverted
  block 171/216 inverted
  block 172/216 inverted
  block 173/216 inverted
  block 174/216 inverted
  block 175/216 inverted
  block 176/216 inverted
  block 177/216 inverted
  block 178/216 inverted
  block 179/216 inverted
  block 180/216 inverted
  block 181/216 inverted
  block 182/216 inverted
  block 183/216 inverted
  block 184/216 inverted
  block 185/216 inverted
  block 186/216 inverted
  block 187/216 inverted
  block 188/216 inverted
  block 189/216 inverted
  block 190/216 inverted
  block 191/216 inverted
  block 192/216 inverted
  block 193/216 inverted
  block 194/216 inverted
  block 195/216 inverted
  block 196/216 inverted
  block 197/216 inverted
  block 198/216 inverted
  block 199/216 inverted
  block 200/216 inverted
  block 201/216 inverted
  block 202/216 inverted
  block 203/216 inverted
  block 204/216 inverted
  block 205/216 inverted
  block 206/216 inverted
  block 207/216 inverted
  block 208/216 inverted
  block 209/216 inverted
  block 210/216 inverted
  block 211/216 inverted
  block 212/216 inverted
  block 213/216 inverted
  block 214/216 inverted
  block 215/216 inverted
  block 216/216 inverted
...inverse calculated
Taking inverse of xTx...
  block 1/216 inverted
  block 2/216 inverted
  block 3/216 inverted
  block 4/216 inverted
  block 5/216 inverted
  block 6/216 inverted
  block 7/216 inverted
  block 8/216 inverted
  block 9/216 inverted
  block 10/216 inverted
  block 11/216 inverted
  block 12/216 inverted
  block 13/216 inverted
  block 14/216 inverted
  block 15/216 inverted
  block 16/216 inverted
  block 17/216 inverted
  block 18/216 inverted
  block 19/216 inverted
  block 20/216 inverted
  block 21/216 inverted
  block 22/216 inverted
  block 23/216 inverted
  block 24/216 inverted
  block 25/216 inverted
  block 26/216 inverted
  block 27/216 inverted
  block 28/216 inverted
  block 29/216 inverted
  block 30/216 inverted
  block 31/216 inverted
  block 32/216 inverted
  block 33/216 inverted
  block 34/216 inverted
  block 35/216 inverted
  block 36/216 inverted
  block 37/216 inverted
  block 38/216 inverted
  block 39/216 inverted
  block 40/216 inverted
  block 41/216 inverted
  block 42/216 inverted
  block 43/216 inverted
  block 44/216 inverted
  block 45/216 inverted
  block 46/216 inverted
  block 47/216 inverted
  block 48/216 inverted
  block 49/216 inverted
  block 50/216 inverted
  block 51/216 inverted
  block 52/216 inverted
  block 53/216 inverted
  block 54/216 inverted
  block 55/216 inverted
  block 56/216 inverted
  block 57/216 inverted
  block 58/216 inverted
  block 59/216 inverted
  block 60/216 inverted
  block 61/216 inverted
  block 62/216 inverted
  block 63/216 inverted
  block 64/216 inverted
  block 65/216 inverted
  block 66/216 inverted
  block 67/216 inverted
  block 68/216 inverted
  block 69/216 inverted
  block 70/216 inverted
  block 71/216 inverted
  block 72/216 inverted
  block 73/216 inverted
  block 74/216 inverted
  block 75/216 inverted
  block 76/216 inverted
  block 77/216 inverted
  block 78/216 inverted
  block 79/216 inverted
  block 80/216 inverted
  block 81/216 inverted
  block 82/216 inverted
  block 83/216 inverted
  block 84/216 inverted
  block 85/216 inverted
  block 86/216 inverted
  block 87/216 inverted
  block 88/216 inverted
  block 89/216 inverted
  block 90/216 inverted
  block 91/216 inverted
  block 92/216 inverted
  block 93/216 inverted
  block 94/216 inverted
  block 95/216 inverted
  block 96/216 inverted
  block 97/216 inverted
  block 98/216 inverted
  block 99/216 inverted
  block 100/216 inverted
  block 101/216 inverted
  block 102/216 inverted
  block 103/216 inverted
  block 104/216 inverted
  block 105/216 inverted
  block 106/216 inverted
  block 107/216 inverted
  block 108/216 inverted
  block 109/216 inverted
  block 110/216 inverted
  block 111/216 inverted
  block 112/216 inverted
  block 113/216 inverted
  block 114/216 inverted
  block 115/216 inverted
  block 116/216 inverted
  block 117/216 inverted
  block 118/216 inverted
  block 119/216 inverted
  block 120/216 inverted
  block 121/216 inverted
  block 122/216 inverted
  block 123/216 inverted
  block 124/216 inverted
  block 125/216 inverted
  block 126/216 inverted
  block 127/216 inverted
  block 128/216 inverted
  block 129/216 inverted
  block 130/216 inverted
  block 131/216 inverted
  block 132/216 inverted
  block 133/216 inverted
  block 134/216 inverted
  block 135/216 inverted
  block 136/216 inverted
  block 137/216 inverted
  block 138/216 inverted
  block 139/216 inverted
  block 140/216 inverted
  block 141/216 inverted
  block 142/216 inverted
  block 143/216 inverted
  block 144/216 inverted
  block 145/216 inverted
  block 146/216 inverted
  block 147/216 inverted
  block 148/216 inverted
  block 149/216 inverted
  block 150/216 inverted
  block 151/216 inverted1000 / 10000 iterations complete (0 variables selected)

  block 152/216 inverted
  block 153/216 inverted
  block 154/216 inverted
  block 155/216 inverted
  block 156/216 inverted
  block 157/216 inverted
  block 158/216 inverted
  block 159/216 inverted
  block 160/216 inverted
  block 161/216 inverted
  block 162/216 inverted
  block 163/216 inverted

  block 164/216 inverted
  block 165/216 inverted
  block 166/216 inverted
  block 167/216 inverted
  block 168/216 inverted
  block 169/216 inverted
  block 170/216 inverted
  block 171/216 inverted
  block 172/216 inverted
  block 173/216 inverted
  block 174/216 inverted
  block 175/216 inverted
  block 176/216 inverted
  block 177/216 inverted
  block 178/216 inverted
  block 179/216 inverted
  block 180/216 inverted
  block 181/216 inverted
  block 182/216 inverted
  block 183/216 inverted
  block 184/216 inverted
  block 185/216 inverted
  block 186/216 inverted
  block 187/216 inverted
  block 188/216 inverted
  block 189/216 inverted
  block 190/216 inverted
  block 191/216 inverted
  block 192/216 inverted
  block 193/216 inverted
  block 194/216 inverted
  block 195/216 inverted
  block 196/216 inverted
  block 197/216 inverted
  block 198/216 inverted
  block 199/216 inverted
  block 200/216 inverted
  block 201/216 inverted
  block 202/216 inverted
  block 203/216 inverted
  block 204/216 inverted
  block 205/216 inverted
  block 206/216 inverted
  block 207/216 inverted
  block 208/216 inverted
  block 209/216 inverted
  block 210/216 inverted
  block 211/216 inverted
  block 212/216 inverted
  block 213/216 inverted
  block 214/216 inverted
  block 215/216 inverted
  block 216/216 inverted
...inverse calculated
Taking inverse of xTx...
  block 1/216 inverted
  block 2/216 inverted
  block 3/216 inverted
  block 4/216 inverted
  block 5/216 inverted
  block 6/216 inverted
  block 7/216 inverted
  block 8/216 inverted
  block 9/216 inverted
  block 10/216 inverted
  block 11/216 inverted
  block 12/216 inverted
  block 13/216 inverted
  block 14/216 inverted
  block 15/216 inverted
  block 16/216 inverted
  block 17/216 inverted
  block 18/216 inverted
  block 19/216 inverted
  block 20/216 inverted
  block 21/216 inverted
  block 22/216 inverted
  block 23/216 inverted
  block 24/216 inverted
  block 25/216 inverted
  block 26/216 inverted
  block 27/216 inverted
  block 28/216 inverted
  block 29/216 inverted
  block 30/216 inverted
  block 31/216 inverted
  block 32/216 inverted
  block 33/216 inverted
  block 34/216 inverted
  block 35/216 inverted
  block 36/216 inverted
  block 37/216 inverted
  block 38/216 inverted
  block 39/216 inverted
  block 40/216 inverted
  block 41/216 inverted
  block 42/216 inverted
  block 43/216 inverted
  block 44/216 inverted
  block 45/216 inverted
  block 46/216 inverted
  block 47/216 inverted
  block 48/216 inverted
  block 49/216 inverted
  block 50/216 inverted
  block 51/216 inverted
  block 52/216 inverted
  block 53/216 inverted
  block 54/216 inverted
  block 55/216 inverted
  block 56/216 inverted
  block 57/216 inverted
  block 58/216 inverted
  block 59/216 inverted
  block 60/216 inverted
  block 61/216 inverted
  block 62/216 inverted
  block 63/216 inverted
  block 64/216 inverted
  block 65/216 inverted
  block 66/216 inverted
  block 67/216 inverted
  block 68/216 inverted
  block 69/216 inverted
  block 70/216 inverted
  block 71/216 inverted
  block 72/216 inverted
  block 73/216 inverted
  block 74/216 inverted
  block 75/216 inverted
  block 76/216 inverted
  block 77/216 inverted
  block 78/216 inverted
  block 79/216 inverted
  block 80/216 inverted
  block 81/216 inverted
  block 82/216 inverted
  block 83/216 inverted
  block 84/216 inverted
  block 85/216 inverted
  block 86/216 inverted
  block 87/216 inverted
  block 88/216 inverted
  block 89/216 inverted
  block 90/216 inverted
  block 91/216 inverted
  block 92/216 inverted
  block 93/216 inverted
  block 94/216 inverted
  block 95/216 inverted
  block 96/216 inverted
  block 97/216 inverted
  block 98/216 inverted
  block 99/216 inverted
  block 100/216 inverted
  block 101/216 inverted
  block 102/216 inverted
  block 103/216 inverted
  block 104/216 inverted
  block 105/216 inverted
  block 106/216 inverted
  block 107/216 inverted
  block 108/216 inverted
  block 109/216 inverted
  block 110/216 inverted
  block 111/216 inverted
  block 112/216 inverted
  block 113/216 inverted
  block 114/216 inverted
  block 115/216 inverted
  block 116/216 inverted
  block 117/216 inverted
  block 118/216 inverted
  block 119/216 inverted
  block 120/216 inverted
  block 121/216 inverted
  block 122/216 inverted
  block 123/216 inverted
  block 124/216 inverted
  block 125/216 inverted
  block 126/216 inverted
  block 127/216 inverted
  block 128/216 inverted
  block 129/216 inverted
  block 130/216 inverted
  block 131/216 inverted
  block 132/216 inverted
  block 133/216 inverted
  block 134/216 inverted
  block 135/216 inverted
  block 136/216 inverted
  block 137/216 inverted
  block 138/216 inverted
  block 139/216 inverted
  block 140/216 inverted
  block 141/216 inverted
  block 142/216 inverted
  block 143/216 inverted
  block 144/216 inverted
  block 145/216 inverted
  block 146/216 inverted
  block 147/216 inverted
  block 148/216 inverted
  block 149/216 inverted
  block 150/216 inverted
  block 151/216 inverted
  block 152/216 inverted
  block 153/216 inverted
  block 154/216 inverted
  block 155/216 inverted
  block 156/216 inverted
  block 157/216 inverted
  block 158/216 inverted
  block 159/216 inverted
  block 160/216 inverted
  block 161/216 inverted
  block 162/216 inverted
  block 163/216 inverted
  block 164/216 inverted
  block 165/216 inverted
  block 166/216 inverted
  block 167/216 inverted
  block 168/216 inverted
  block 169/216 inverted
  block 170/216 inverted
  block 171/216 inverted
  block 172/216 inverted
  block 173/216 inverted
  block 174/216 inverted
  block 175/216 inverted
  block 176/216 inverted
  block 177/216 inverted
  block 178/216 inverted
  block 179/216 inverted
  block 180/216 inverted
  block 181/216 inverted
  block 182/216 inverted
  block 183/216 inverted
  block 184/216 inverted
  block 185/216 inverted
  block 186/216 inverted
  block 187/216 inverted
  block 188/216 inverted
  block 189/216 inverted
  block 190/216 inverted
  block 191/216 inverted
  block 192/216 inverted
  block 193/216 inverted
  block 194/216 inverted
  block 195/216 inverted
  block 196/216 inverted
  block 197/216 inverted
  block 198/216 inverted
  block 199/216 inverted
  block 200/216 inverted
  block 201/216 inverted
  block 202/216 inverted
  block 203/216 inverted
  block 204/216 inverted
  block 205/216 inverted
  block 206/216 inverted
  block 207/216 inverted
  block 208/216 inverted
  block 209/216 inverted
  block 210/216 inverted
  block 211/216 inverted
  block 212/216 inverted
  block 213/216 inverted
  block 214/216 inverted
  block 215/216 inverted
  block 216/216 inverted
...inverse calculated
2000 / 10000 iterations complete (0 variables selected)
1000 / 10000 iterations complete (0 variables selected)
Taking inverse of xTx...
  block 1/216 inverted
  block 2/216 inverted
  block 3/216 inverted
  block 4/216 inverted
  block 5/216 inverted
  block 6/216 inverted
  block 7/216 inverted
  block 8/216 inverted
  block 9/216 inverted
  block 10/216 inverted
Taking inverse of xTx...
  block 11/216 inverted
  block 12/216 inverted
  block 13/216 inverted
  block 14/216 inverted
  block 15/216 inverted
  block 16/216 inverted
  block 17/216 inverted  block 1/217 inverted

  block 18/216 inverted
  block 19/216 inverted
  block 2/217 inverted  block 20/216 inverted

  block 21/216 inverted
  block 22/216 inverted
  block 23/216 inverted
  block 24/216 inverted
  block 3/217 inverted
  block 25/216 inverted
  block 26/216 inverted
  block 27/216 inverted
  block 28/216 inverted
  block 4/217 inverted  block 29/216 inverted
  block 30/216 inverted

  block 31/216 inverted
  block 32/216 inverted
  block 33/216 inverted
  block 5/217 inverted  block 34/216 inverted
  block 35/216 inverted
  block 36/216 inverted

  block 6/217 inverted  block 37/216 inverted
  block 38/216 inverted
  block 39/216 inverted

  block 7/217 inverted
  block 8/217 inverted  block 40/216 inverted
  block 41/216 inverted

  block 42/216 inverted  block 9/217 inverted

  block 43/216 inverted
  block 44/216 inverted
  block 10/217 inverted
  block 11/217 inverted
  block 45/216 inverted
  block 46/216 inverted
  block 47/216 inverted
  block 48/216 inverted
  block 12/217 inverted  block 49/216 inverted

  block 13/217 inverted
  block 50/216 inverted
  block 14/217 inverted
  block 15/217 inverted
  block 51/216 inverted
  block 52/216 inverted
  block 53/216 inverted
  block 54/216 inverted
  block 55/216 inverted
  block 56/216 inverted
  block 16/217 inverted
  block 17/217 inverted  block 57/216 inverted

  block 58/216 inverted
  block 59/216 inverted
  block 18/217 inverted
  block 60/216 inverted
  block 61/216 inverted
  block 19/217 inverted  block 62/216 inverted

  block 20/217 inverted
  block 21/217 inverted  block 63/216 inverted
  block 64/216 inverted

  block 65/216 inverted
  block 66/216 inverted
  block 67/216 inverted
  block 22/217 inverted
  block 68/216 inverted
  block 69/216 inverted1000 / 10000 iterations complete (0 variables selected)

  block 70/216 inverted
  block 71/216 inverted
  block 72/216 inverted
  block 73/216 inverted
  block 23/217 inverted
  block 74/216 inverted  block 24/217 inverted
  block 75/216 inverted

  block 76/216 inverted
  block 25/217 inverted  block 77/216 inverted
  block 78/216 inverted
  block 26/217 inverted

  block 79/216 inverted  block 27/217 inverted
  block 80/216 inverted

  block 81/216 inverted
  block 28/217 inverted  block 82/216 inverted

  block 83/216 inverted
  block 84/216 inverted
  block 85/216 inverted
  block 29/217 inverted
  block 86/216 inverted
  block 87/216 inverted
  block 88/216 inverted
  block 30/217 inverted
  block 31/217 inverted
  block 32/217 inverted  block 89/216 inverted

  block 90/216 inverted
  block 91/216 inverted
  block 33/217 inverted
  block 34/217 inverted
  block 92/216 inverted
  block 93/216 inverted
  block 35/217 inverted
  block 94/216 inverted
  block 36/217 inverted
  block 37/217 inverted
  block 95/216 inverted
  block 96/216 inverted
  block 38/217 inverted
  block 39/217 inverted
  block 40/217 inverted
  block 41/217 inverted
  block 97/216 inverted
  block 98/216 inverted
  block 42/217 inverted  block 99/216 inverted

  block 43/217 inverted
  block 44/217 inverted
  block 45/217 inverted
  block 100/216 inverted
  block 101/216 inverted
  block 46/217 inverted
  block 102/216 inverted
  block 47/217 inverted
  block 48/217 inverted
  block 49/217 inverted
  block 50/217 inverted  block 103/216 inverted

  block 104/216 inverted
  block 105/216 inverted
  block 51/217 inverted
  block 52/217 inverted
  block 53/217 inverted  block 106/216 inverted

  block 107/216 inverted
  block 54/217 inverted
  block 55/217 inverted
  block 56/217 inverted
  block 108/216 inverted
  block 57/217 inverted
  block 109/216 inverted
  block 110/216 inverted
  block 58/217 inverted
  block 59/217 inverted
  block 60/217 inverted
  block 61/217 inverted
  block 111/216 inverted
  block 62/217 inverted
  block 112/216 inverted
  block 113/216 inverted
  block 63/217 inverted
  block 64/217 inverted
  block 65/217 inverted
  block 66/217 inverted
  block 114/216 inverted
  block 67/217 inverted  block 115/216 inverted

  block 116/216 inverted
  block 68/217 inverted
  block 69/217 inverted
  block 70/217 inverted
  block 71/217 inverted
  block 117/216 inverted
  block 72/217 inverted
  block 118/216 inverted
  block 119/216 inverted
  block 73/217 inverted
  block 74/217 inverted
  block 75/217 inverted
  block 120/216 inverted
  block 121/216 inverted
  block 76/217 inverted
  block 77/217 inverted
  block 78/217 inverted
  block 79/217 inverted
  block 122/216 inverted
  block 123/216 inverted
  block 124/216 inverted
  block 80/217 inverted
  block 81/217 inverted
  block 82/217 inverted
  block 125/216 inverted
  block 83/217 inverted  block 126/216 inverted

  block 127/216 inverted
  block 84/217 inverted
  block 85/217 inverted
  block 86/217 inverted
  block 128/216 inverted
  block 129/216 inverted
  block 87/217 inverted
  block 88/217 inverted
  block 89/217 inverted
  block 90/217 inverted  block 130/216 inverted

  block 131/216 inverted
  block 91/217 inverted  block 132/216 inverted

  block 92/217 inverted
  block 93/217 inverted
  block 94/217 inverted
  block 95/217 inverted  block 133/216 inverted

  block 134/216 inverted  block 96/217 inverted
  block 97/217 inverted
  block 98/217 inverted
  block 99/217 inverted
  block 100/217 inverted

  block 101/217 inverted
  block 135/216 inverted
  block 136/216 inverted
  block 102/217 inverted
  block 103/217 inverted
  block 104/217 inverted
  block 105/217 inverted
  block 137/216 inverted
  block 138/216 inverted
  block 106/217 inverted
  block 139/216 inverted
  block 107/217 inverted
  block 108/217 inverted
  block 109/217 inverted
  block 110/217 inverted  block 140/216 inverted

  block 141/216 inverted
  block 111/217 inverted
  block 112/217 inverted
  block 113/217 inverted
  block 114/217 inverted  block 142/216 inverted

  block 143/216 inverted
  block 144/216 inverted
  block 115/217 inverted
  block 116/217 inverted
  block 117/217 inverted
  block 145/216 inverted
  block 118/217 inverted  block 146/216 inverted

  block 147/216 inverted
  block 119/217 inverted
  block 120/217 inverted
  block 121/217 inverted
  block 148/216 inverted
  block 149/216 inverted
  block 122/217 inverted
  block 150/216 inverted
  block 123/217 inverted
  block 124/217 inverted
  block 125/217 inverted
  block 126/217 inverted
  block 151/216 inverted
  block 152/216 inverted
  block 127/217 inverted
  block 153/216 inverted
  block 128/217 inverted
  block 129/217 inverted
  block 130/217 inverted
  block 131/217 inverted
  block 154/216 inverted
  block 132/217 inverted  block 155/216 inverted

  block 156/216 inverted
  block 133/217 inverted
  block 134/217 inverted
  block 135/217 inverted
  block 136/217 inverted
  block 137/217 inverted
  block 138/217 inverted
  block 139/217 inverted
  block 140/217 inverted
  block 141/217 inverted
  block 142/217 inverted  block 157/216 inverted

  block 158/216 inverted
  block 159/216 inverted
  block 143/217 inverted  block 160/216 inverted

  block 144/217 inverted
  block 145/217 inverted
  block 146/217 inverted
  block 161/216 inverted
  block 162/216 inverted
  block 147/217 inverted
  block 148/217 inverted
  block 149/217 inverted
  block 150/217 inverted  block 163/216 inverted

  block 164/216 inverted
  block 151/217 inverted  block 165/216 inverted

  block 152/217 inverted
  block 153/217 inverted
  block 154/217 inverted  block 166/216 inverted

  block 167/216 inverted
  block 155/217 inverted  block 168/216 inverted

  block 156/217 inverted
  block 157/217 inverted
  block 158/217 inverted
  block 169/216 inverted
  block 159/217 inverted  block 170/216 inverted

  block 160/217 inverted
  block 161/217 inverted
  block 162/217 inverted
  block 171/216 inverted
  block 172/216 inverted
  block 163/217 inverted
  block 173/216 inverted
  block 164/217 inverted
  block 165/217 inverted
  block 166/217 inverted
  block 174/216 inverted
  block 167/217 inverted  block 175/216 inverted

  block 168/217 inverted
  block 169/217 inverted
  block 170/217 inverted
  block 176/216 inverted
  block 171/217 inverted  block 177/216 inverted

  block 178/216 inverted
  block 172/217 inverted
  block 173/217 inverted
  block 174/217 inverted
  block 175/217 inverted  block 179/216 inverted

  block 180/216 inverted
  block 176/217 inverted  block 181/216 inverted

  block 177/217 inverted
  block 178/217 inverted
  block 179/217 inverted
  block 182/216 inverted
  block 180/217 inverted  block 183/216 inverted

  block 181/217 inverted
  block 182/217 inverted
  block 183/217 inverted
  block 184/216 inverted
  block 184/217 inverted  block 185/216 inverted

  block 186/216 inverted
  block 185/217 inverted
  block 186/217 inverted
  block 187/217 inverted
  block 188/217 inverted  block 187/216 inverted

  block 188/216 inverted
  block 189/217 inverted
  block 190/217 inverted
  block 191/217 inverted
  block 192/217 inverted
  block 189/216 inverted
  block 193/217 inverted  block 190/216 inverted

  block 191/216 inverted
  block 194/217 inverted
  block 195/217 inverted
  block 192/216 inverted
  block 196/217 inverted  block 193/216 inverted

  block 194/216 inverted
  block 197/217 inverted
  block 198/217 inverted
  block 199/217 inverted
  block 200/217 inverted  block 195/216 inverted

  block 196/216 inverted
  block 201/217 inverted  block 197/216 inverted

  block 202/217 inverted
  block 203/217 inverted
  block 204/217 inverted
  block 205/217 inverted
  block 198/216 inverted
  block 206/217 inverted
  block 199/216 inverted3000 / 10000 iterations complete (0 variables selected)
  block 207/217 inverted

  block 200/216 inverted  block 208/217 inverted

  block 209/217 inverted
  block 210/217 inverted
  block 201/216 inverted
  block 202/216 inverted  block 211/217 inverted

  block 212/217 inverted
  block 203/216 inverted
  block 204/216 inverted  block 213/217 inverted
  block 214/217 inverted

  block 215/217 inverted
  block 216/217 inverted
  block 217/217 inverted
...inverse calculated
  block 205/216 inverted
  block 206/216 inverted
  block 207/216 inverted
  block 208/216 inverted
  block 209/216 inverted
  block 210/216 inverted
  block 211/216 inverted
  block 212/216 inverted
  block 213/216 inverted
  block 214/216 inverted
  block 215/216 inverted
  block 216/216 inverted
...inverse calculated
Taking inverse of xTx...
  block 1/216 inverted
  block 2/216 inverted
  block 3/216 inverted
  block 4/216 inverted
  block 5/216 inverted
  block 6/216 inverted
  block 7/216 inverted
  block 8/216 inverted
  block 9/216 inverted
  block 10/216 inverted
  block 11/216 inverted
  block 12/216 inverted
  block 13/216 inverted
  block 14/216 inverted
  block 15/216 inverted
  block 16/216 inverted
  block 17/216 inverted
  block 18/216 inverted
  block 19/216 inverted
  block 20/216 inverted
  block 21/216 inverted
  block 22/216 inverted
  block 23/216 inverted
  block 24/216 inverted
  block 25/216 inverted
  block 26/216 inverted
  block 27/216 inverted
  block 28/216 inverted
  block 29/216 inverted
  block 30/216 inverted
  block 31/216 inverted
  block 32/216 inverted
  block 33/216 inverted
  block 34/216 inverted
  block 35/216 inverted
  block 36/216 inverted
  block 37/216 inverted
  block 38/216 inverted
  block 39/216 inverted
  block 40/216 inverted
  block 41/216 inverted
  block 42/216 inverted
  block 43/216 inverted
  block 44/216 inverted
  block 45/216 inverted
  block 46/216 inverted
  block 47/216 inverted
  block 48/216 inverted
  block 49/216 inverted
  block 50/216 inverted
  block 51/216 inverted
  block 52/216 inverted
  block 53/216 inverted
  block 54/216 inverted
  block 55/216 inverted
  block 56/216 inverted
  block 57/216 inverted
  block 58/216 inverted
  block 59/216 inverted
  block 60/216 inverted
  block 61/216 inverted
  block 62/216 inverted
  block 63/216 inverted
  block 64/216 inverted
  block 65/216 inverted
  block 66/216 inverted
  block 67/216 inverted
  block 68/216 inverted
  block 69/216 inverted
  block 70/216 inverted
  block 71/216 inverted
  block 72/216 inverted
  block 73/216 inverted
  block 74/216 inverted
  block 75/216 inverted
  block 76/216 inverted
  block 77/216 inverted
  block 78/216 inverted
  block 79/216 inverted
  block 80/216 inverted
  block 81/216 inverted
  block 82/216 inverted
  block 83/216 inverted
  block 84/216 inverted
  block 85/216 inverted
  block 86/216 inverted
  block 87/216 inverted
  block 88/216 inverted
  block 89/216 inverted
  block 90/216 inverted
  block 91/216 inverted
  block 92/216 inverted
  block 93/216 inverted
  block 94/216 inverted
  block 95/216 inverted
  block 96/216 inverted
  block 97/216 inverted
  block 98/216 inverted
  block 99/216 inverted
  block 100/216 inverted
  block 101/216 inverted
  block 102/216 inverted
  block 103/216 inverted
  block 104/216 inverted
  block 105/216 inverted
  block 106/216 inverted
  block 107/216 inverted
  block 108/216 inverted
  block 109/216 inverted
  block 110/216 inverted
  block 111/216 inverted
  block 112/216 inverted
  block 113/216 inverted
  block 114/216 inverted
  block 115/216 inverted
  block 116/216 inverted
  block 117/216 inverted
  block 118/216 inverted
  block 119/216 inverted
  block 120/216 inverted
  block 121/216 inverted
  block 122/216 inverted
  block 123/216 inverted
  block 124/216 inverted
  block 125/216 inverted
  block 126/216 inverted
  block 127/216 inverted
  block 128/216 inverted
  block 129/216 inverted
  block 130/216 inverted
  block 131/216 inverted
  block 132/216 inverted
  block 133/216 inverted
  block 134/216 inverted
  block 135/216 inverted
  block 136/216 inverted
  block 137/216 inverted
  block 138/216 inverted
  block 139/216 inverted
  block 140/216 inverted
  block 141/216 inverted
  block 142/216 inverted
  block 143/216 inverted
  block 144/216 inverted
  block 145/216 inverted
  block 146/216 inverted
  block 147/216 inverted
  block 148/216 inverted
  block 149/216 inverted
  block 150/216 inverted
  block 151/216 inverted
  block 152/216 inverted
  block 153/216 inverted
  block 154/216 inverted
  block 155/216 inverted
  block 156/216 inverted
  block 157/216 inverted
  block 158/216 inverted
  block 159/216 inverted
  block 160/216 inverted
  block 161/216 inverted
  block 162/216 inverted
  block 163/216 inverted
  block 164/216 inverted
  block 165/216 inverted
  block 166/216 inverted
  block 167/216 inverted
  block 168/216 inverted
  block 169/216 inverted
  block 170/216 inverted
  block 171/216 inverted
  block 172/216 inverted
  block 173/216 inverted
  block 174/216 inverted
  block 175/216 inverted
  block 176/216 inverted
  block 177/216 inverted
  block 178/216 inverted
  block 179/216 inverted
  block 180/216 inverted
  block 181/216 inverted
  block 182/216 inverted
  block 183/216 inverted
  block 184/216 inverted
  block 185/216 inverted
  block 186/216 inverted
  block 187/216 inverted
  block 188/216 inverted
  block 189/216 inverted
  block 190/216 inverted
  block 191/216 inverted
  block 192/216 inverted
  block 193/216 inverted
  block 194/216 inverted
  block 195/216 inverted
  block 196/216 inverted
  block 197/216 inverted
  block 198/216 inverted
  block 199/216 inverted
  block 200/216 inverted
  block 201/216 inverted
  block 202/216 inverted
  block 203/216 inverted
  block 204/216 inverted
  block 205/216 inverted
  block 206/216 inverted
  block 207/216 inverted
  block 208/216 inverted
  block 209/216 inverted
  block 210/216 inverted
  block 211/216 inverted
  block 212/216 inverted
  block 213/216 inverted
  block 214/216 inverted
  block 215/216 inverted
  block 216/216 inverted
...inverse calculated
2000 / 10000 iterations complete (0 variables selected)
2000 / 10000 iterations complete (0 variables selected)
1000 / 10000 iterations complete (1 variables selected)
4000 / 10000 iterations complete (0 variables selected)
1000 / 10000 iterations complete (0 variables selected)
Taking inverse of xTx...
  block 1/216 inverted
  block 2/216 inverted
  block 3/216 inverted
  block 4/216 inverted
  block 5/216 inverted
  block 6/216 inverted
  block 7/216 inverted
  block 8/216 inverted
  block 9/216 inverted
  block 10/216 inverted
  block 11/216 inverted
  block 12/216 inverted
  block 13/216 inverted
  block 14/216 inverted
  block 15/216 inverted
  block 16/216 inverted
  block 17/216 inverted
  block 18/216 inverted
  block 19/216 inverted
  block 20/216 inverted
  block 21/216 inverted
  block 22/216 inverted
  block 23/216 inverted
  block 24/216 inverted
  block 25/216 inverted
  block 26/216 inverted
  block 27/216 inverted
  block 28/216 inverted
  block 29/216 inverted
  block 30/216 inverted
  block 31/216 inverted
  block 32/216 inverted
  block 33/216 inverted
  block 34/216 inverted
  block 35/216 inverted
  block 36/216 inverted
  block 37/216 inverted
  block 38/216 inverted
  block 39/216 inverted
  block 40/216 inverted
  block 41/216 inverted
  block 42/216 inverted
  block 43/216 inverted
  block 44/216 inverted
  block 45/216 inverted
  block 46/216 inverted
  block 47/216 inverted
  block 48/216 inverted
  block 49/216 inverted
  block 50/216 inverted
  block 51/216 inverted
  block 52/216 inverted
  block 53/216 inverted
  block 54/216 inverted
  block 55/216 inverted
  block 56/216 inverted
  block 57/216 inverted
  block 58/216 inverted
  block 59/216 inverted
  block 60/216 inverted
  block 61/216 inverted
  block 62/216 inverted
  block 63/216 inverted
  block 64/216 inverted
  block 65/216 inverted
  block 66/216 inverted
  block 67/216 inverted
  block 68/216 inverted
  block 69/216 inverted
  block 70/216 inverted
  block 71/216 inverted
  block 72/216 inverted
  block 73/216 inverted
  block 74/216 inverted
  block 75/216 inverted
  block 76/216 inverted
  block 77/216 inverted
  block 78/216 inverted
  block 79/216 inverted
  block 80/216 inverted
  block 81/216 inverted
  block 82/216 inverted
  block 83/216 inverted
  block 84/216 inverted
  block 85/216 inverted
  block 86/216 inverted
  block 87/216 inverted
  block 88/216 inverted
  block 89/216 inverted
  block 90/216 inverted
  block 91/216 inverted
  block 92/216 inverted
  block 93/216 inverted
  block 94/216 inverted
  block 95/216 inverted
  block 96/216 inverted
  block 97/216 inverted
  block 98/216 inverted
  block 99/216 inverted
  block 100/216 inverted
  block 101/216 inverted
  block 102/216 inverted
  block 103/216 inverted
  block 104/216 inverted
  block 105/216 inverted
  block 106/216 inverted
  block 107/216 inverted
  block 108/216 inverted
  block 109/216 inverted
  block 110/216 inverted
  block 111/216 inverted
  block 112/216 inverted
  block 113/216 inverted
  block 114/216 inverted
  block 115/216 inverted
  block 116/216 inverted
  block 117/216 inverted
  block 118/216 inverted
  block 119/216 inverted
  block 120/216 inverted
  block 121/216 inverted
  block 122/216 inverted
  block 123/216 inverted
  block 124/216 inverted
  block 125/216 inverted
  block 126/216 inverted
  block 127/216 inverted
  block 128/216 inverted
  block 129/216 inverted
  block 130/216 inverted
  block 131/216 inverted
  block 132/216 inverted
  block 133/216 inverted
  block 134/216 inverted
  block 135/216 inverted
  block 136/216 inverted
  block 137/216 inverted
  block 138/216 inverted
  block 139/216 inverted
  block 140/216 inverted

  block 141/216 inverted
  block 142/216 inverted
  block 143/216 inverted
  block 144/216 inverted
  block 145/216 inverted
  block 146/216 inverted
  block 147/216 inverted
  block 148/216 inverted
  block 149/216 inverted
  block 150/216 inverted
  block 151/216 inverted
  block 152/216 inverted
  block 153/216 inverted
  block 154/216 inverted
  block 155/216 inverted
  block 156/216 inverted
  block 157/216 inverted
  block 158/216 inverted
  block 159/216 inverted
  block 160/216 inverted
  block 161/216 inverted
  block 162/216 inverted
  block 163/216 inverted
  block 164/216 inverted
  block 165/216 inverted
  block 166/216 inverted
  block 167/216 inverted
  block 168/216 inverted
  block 169/216 inverted
  block 170/216 inverted
  block 171/216 inverted
  block 172/216 inverted
  block 173/216 inverted
  block 174/216 inverted
  block 175/216 inverted
  block 176/216 inverted
  block 177/216 inverted
  block 178/216 inverted
  block 179/216 inverted
  block 180/216 inverted
  block 181/216 inverted
  block 182/216 inverted
  block 183/216 inverted
  block 184/216 inverted
  block 185/216 inverted
  block 186/216 inverted
  block 187/216 inverted
  block 188/216 inverted
  block 189/216 inverted
  block 190/216 inverted
  block 191/216 inverted
  block 192/216 inverted
  block 193/216 inverted
  block 194/216 inverted
  block 195/216 inverted
  block 196/216 inverted
  block 197/216 inverted
  block 198/216 inverted
  block 199/216 inverted
  block 200/216 inverted
  block 201/216 inverted
  block 202/216 inverted
  block 203/216 inverted
  block 204/216 inverted
  block 205/216 inverted
  block 206/216 inverted
  block 207/216 inverted
  block 208/216 inverted
  block 209/216 inverted
  block 210/216 inverted
  block 211/216 inverted
  block 212/216 inverted
  block 213/216 inverted
1000 / 10000 iterations complete (0 variables selected)
  block 214/216 inverted
  block 215/216 inverted
  block 216/216 inverted
...inverse calculated
Taking inverse of xTx...
  block 1/216 inverted
  block 2/216 inverted
  block 3/216 inverted
  block 4/216 inverted
  block 5/216 inverted
  block 6/216 inverted
  block 7/216 inverted
  block 8/216 inverted
  block 9/216 inverted
  block 10/216 inverted
  block 11/216 inverted
  block 12/216 inverted
  block 13/216 inverted
  block 14/216 inverted
  block 15/216 inverted
  block 16/216 inverted
  block 17/216 inverted
  block 18/216 inverted
  block 19/216 inverted
  block 20/216 inverted
  block 21/216 inverted
  block 22/216 inverted
  block 23/216 inverted
  block 24/216 inverted
  block 25/216 inverted
  block 26/216 inverted
  block 27/216 inverted
  block 28/216 inverted
  block 29/216 inverted
  block 30/216 inverted
  block 31/216 inverted
  block 32/216 inverted
  block 33/216 inverted
  block 34/216 inverted
  block 35/216 inverted
  block 36/216 inverted
  block 37/216 inverted
  block 38/216 inverted
  block 39/216 inverted
  block 40/216 inverted
  block 41/216 inverted
  block 42/216 inverted
  block 43/216 inverted
  block 44/216 inverted
  block 45/216 inverted
  block 46/216 inverted
  block 47/216 inverted
  block 48/216 inverted
  block 49/216 inverted
  block 50/216 inverted
  block 51/216 inverted
  block 52/216 inverted
  block 53/216 inverted
  block 54/216 inverted
  block 55/216 inverted
  block 56/216 inverted
  block 57/216 inverted
  block 58/216 inverted
  block 59/216 inverted
  block 60/216 inverted
  block 61/216 inverted
  block 62/216 inverted
  block 63/216 inverted
  block 64/216 inverted
  block 65/216 inverted
  block 66/216 inverted
  block 67/216 inverted
  block 68/216 inverted
  block 69/216 inverted
  block 70/216 inverted
  block 71/216 inverted
  block 72/216 inverted
  block 73/216 inverted
  block 74/216 inverted
  block 75/216 inverted
  block 76/216 inverted
  block 77/216 inverted
  block 78/216 inverted
  block 79/216 inverted
  block 80/216 inverted
  block 81/216 inverted
  block 82/216 inverted
  block 83/216 inverted
  block 84/216 inverted
  block 85/216 inverted
  block 86/216 inverted
  block 87/216 inverted
  block 88/216 inverted
  block 89/216 inverted
  block 90/216 inverted
  block 91/216 inverted
  block 92/216 inverted
  block 93/216 inverted
  block 94/216 inverted
  block 95/216 inverted
  block 96/216 inverted
  block 97/216 inverted
  block 98/216 inverted
  block 99/216 inverted3000 / 10000 iterations complete (1 variables selected)

  block 100/216 inverted
  block 101/216 inverted
  block 102/216 inverted
  block 103/216 inverted
  block 104/216 inverted
  block 105/216 inverted
  block 106/216 inverted
  block 107/216 inverted
  block 108/216 inverted
  block 109/216 inverted
  block 110/216 inverted
  block 111/216 inverted
  block 112/216 inverted
  block 113/216 inverted
  block 114/216 inverted
  block 115/216 inverted
  block 116/216 inverted
  block 117/216 inverted
  block 118/216 inverted
  block 119/216 inverted
  block 120/216 inverted
  block 121/216 inverted
  block 122/216 inverted
  block 123/216 inverted
  block 124/216 inverted
  block 125/216 inverted
  block 126/216 inverted
  block 127/216 inverted
  block 128/216 inverted
  block 129/216 inverted
  block 130/216 inverted
  block 131/216 inverted
  block 132/216 inverted
  block 133/216 inverted
  block 134/216 inverted
  block 135/216 inverted
  block 136/216 inverted
  block 137/216 inverted
  block 138/216 inverted
  block 139/216 inverted
  block 140/216 inverted
  block 141/216 inverted
  block 142/216 inverted
  block 143/216 inverted
  block 144/216 inverted
  block 145/216 inverted
  block 146/216 inverted
  block 147/216 inverted
  block 148/216 inverted
  block 149/216 inverted
  block 150/216 inverted
  block 151/216 inverted
  block 152/216 inverted
  block 153/216 inverted
  block 154/216 inverted
  block 155/216 inverted
  block 156/216 inverted
  block 157/216 inverted
  block 158/216 inverted
  block 159/216 inverted
  block 160/216 inverted
  block 161/216 inverted
  block 162/216 inverted
  block 163/216 inverted
  block 164/216 inverted
  block 165/216 inverted
  block 166/216 inverted
  block 167/216 inverted
  block 168/216 inverted
  block 169/216 inverted
  block 170/216 inverted
  block 171/216 inverted
  block 172/216 inverted
  block 173/216 inverted
  block 174/216 inverted
  block 175/216 inverted
  block 176/216 inverted
  block 177/216 inverted
  block 178/216 inverted
  block 179/216 inverted
  block 180/216 inverted
  block 181/216 inverted
  block 182/216 inverted
  block 183/216 inverted
  block 184/216 inverted
  block 185/216 inverted
  block 186/216 inverted
  block 187/216 inverted
  block 188/216 inverted
  block 189/216 inverted
  block 190/216 inverted
  block 191/216 inverted
  block 192/216 inverted
  block 193/216 inverted
  block 194/216 inverted
  block 195/216 inverted
  block 196/216 inverted
  block 197/216 inverted
  block 198/216 inverted
  block 199/216 inverted
  block 200/216 inverted
  block 201/216 inverted
  block 202/216 inverted
  block 203/216 inverted
  block 204/216 inverted
  block 205/216 inverted
  block 206/216 inverted
  block 207/216 inverted
  block 208/216 inverted
  block 209/216 inverted
  block 210/216 inverted
  block 211/216 inverted
  block 212/216 inverted
  block 213/216 inverted
  block 214/216 inverted
  block 215/216 inverted
  block 216/216 inverted
...inverse calculated
2000 / 10000 iterations complete (0 variables selected)
3000 / 10000 iterations complete (0 variables selected)
1000 / 10000 iterations complete (0 variables selected)
5000 / 10000 iterations complete (1 variables selected)
2000 / 10000 iterations complete (1 variables selected)
2000 / 10000 iterations complete (1 variables selected)
4000 / 10000 iterations complete (1 variables selected)
1000 / 10000 iterations complete (0 variables selected)
3000 / 10000 iterations complete (1 variables selected)
3000 / 10000 iterations complete (0 variables selected)
4000 / 10000 iterations complete (0 variables selected)
6000 / 10000 iterations complete (1 variables selected)
2000 / 10000 iterations complete (0 variables selected)
4000 / 10000 iterations complete (0 variables selected)
5000 / 10000 iterations complete (1 variables selected)3000 / 10000 iterations complete (2 variables selected)

2000 / 10000 iterations complete (0 variables selected)
4000 / 10000 iterations complete (0 variables selected)
7000 / 10000 iterations complete (0 variables selected)
5000 / 10000 iterations complete (0 variables selected)
3000 / 10000 iterations complete (0 variables selected)
5000 / 10000 iterations complete (0 variables selected)
6000 / 10000 iterations complete (1 variables selected)
5000 / 10000 iterations complete (0 variables selected)
4000 / 10000 iterations complete (1 variables selected)
6000 / 10000 iterations complete (0 variables selected)
3000 / 10000 iterations complete (0 variables selected)
8000 / 10000 iterations complete (0 variables selected)
6000 / 10000 iterations complete (0 variables selected)
7000 / 10000 iterations complete (1 variables selected)
4000 / 10000 iterations complete (0 variables selected)
6000 / 10000 iterations complete (0 variables selected)
9000 / 10000 iterations complete (0 variables selected)
7000 / 10000 iterations complete (0 variables selected)
5000 / 10000 iterations complete (1 variables selected)
7000 / 10000 iterations complete (0 variables selected)
4000 / 10000 iterations complete (0 variables selected)
8000 / 10000 iterations complete (2 variables selected)
8000 / 10000 iterations complete (0 variables selected)
8000 / 10000 iterations complete (0 variables selected)
7000 / 10000 iterations complete (0 variables selected)
5000 / 10000 iterations complete (0 variables selected)
10000 / 10000 iterations complete (0 variables selected)
6000 / 10000 iterations complete (1 variables selected)
9000 / 10000 iterations complete (0 variables selected)
5000 / 10000 iterations complete (0 variables selected)
9000 / 10000 iterations complete (0 variables selected)
9000 / 10000 iterations complete (1 variables selected)
8000 / 10000 iterations complete (0 variables selected)
10000 / 10000 iterations complete (0 variables selected)
6000 / 10000 iterations complete (0 variables selected)
10000 / 10000 iterations complete (1 variables selected)
10000 / 10000 iterations complete (0 variables selected)
7000 / 10000 iterations complete (2 variables selected)
6000 / 10000 iterations complete (0 variables selected)
9000 / 10000 iterations complete (0 variables selected)
7000 / 10000 iterations complete (0 variables selected)
8000 / 10000 iterations complete (2 variables selected)
7000 / 10000 iterations complete (0 variables selected)
10000 / 10000 iterations complete (0 variables selected)
9000 / 10000 iterations complete (1 variables selected)
8000 / 10000 iterations complete (0 variables selected)
8000 / 10000 iterations complete (0 variables selected)
9000 / 10000 iterations complete (0 variables selected)
10000 / 10000 iterations complete (2 variables selected)
9000 / 10000 iterations complete (0 variables selected)
10000 / 10000 iterations complete (0 variables selected)
10000 / 10000 iterations complete (0 variables selected)
[1] "Iteration: 0.01 Beta Lambda: 0.1 Beta Binomial Prior: 1 Min Effect: 0.05 Max Effect: 2 Min Var: 0.01 Max Var: 0.01"

.Generating a SNP partitioning of step 1 blocks, since one was not provided.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...

...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...

...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...

...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
All blocks are full rankDetected 8 available to use.

openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)
openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)
openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)
openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)
openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)
openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)
openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)
openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)

Taking inverse of xTx...
  block 1/216 inverted
  block 2/216 inverted
  block 3/216 inverted
  block 4/216 inverted
  block 5/216 inverted
  block 6/216 inverted
  block 7/216 inverted
  block 8/216 inverted
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  block 30/216 inverted
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  block 32/216 inverted
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  block 50/216 inverted
  block 51/216 inverted
  block 52/216 inverted
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  block 54/216 inverted
  block 55/216 inverted
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  block 60/216 inverted
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  block 62/216 inverted
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  block 64/216 inverted
  block 65/216 inverted
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  block 68/216 inverted
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  block 70/216 inverted
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  block 73/216 inverted
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  block 75/216 inverted
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  block 128/216 inverted
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  block 132/216 inverted
  block 133/216 inverted
  block 134/216 inverted
  block 135/216 inverted
  block 136/216 inverted
  block 137/216 inverted
  block 138/216 inverted
  block 139/216 inverted
  block 140/216 inverted
  block 141/216 inverted
  block 142/216 inverted
  block 143/216 inverted
  block 144/216 inverted
  block 145/216 inverted
  block 146/216 inverted
  block 147/216 inverted
  block 148/216 inverted
  block 149/216 inverted
  block 150/216 inverted
  block 151/216 inverted
  block 152/216 inverted
  block 153/216 inverted
  block 154/216 inverted
  block 155/216 inverted
  block 156/216 inverted
  block 157/216 inverted
  block 158/216 inverted
  block 159/216 inverted
  block 160/216 inverted
  block 161/216 inverted
  block 162/216 inverted
  block 163/216 inverted
  block 164/216 inverted
  block 165/216 inverted
  block 166/216 inverted
  block 167/216 inverted
  block 168/216 inverted
  block 169/216 inverted
  block 170/216 inverted
  block 171/216 inverted
  block 172/216 inverted
  block 173/216 inverted
  block 174/216 inverted
  block 175/216 inverted
  block 176/216 inverted
  block 177/216 inverted
  block 178/216 inverted
  block 179/216 inverted
  block 180/216 inverted
  block 181/216 inverted
  block 182/216 inverted
  block 183/216 inverted
  block 184/216 inverted
  block 185/216 inverted
  block 186/216 inverted
  block 187/216 inverted
  block 188/216 inverted
  block 189/216 inverted
  block 190/216 inverted
  block 191/216 inverted
  block 192/216 inverted
  block 193/216 inverted
  block 194/216 inverted
  block 195/216 inverted
  block 196/216 inverted
  block 197/216 inverted
  block 198/216 inverted
  block 199/216 inverted
  block 200/216 inverted
  block 201/216 inverted
  block 202/216 inverted
  block 203/216 inverted
  block 204/216 inverted
  block 205/216 inverted
  block 206/216 inverted
  block 207/216 inverted
  block 208/216 inverted
  block 209/216 inverted
  block 210/216 inverted
  block 211/216 inverted
  block 212/216 inverted
  block 213/216 inverted
  block 214/216 inverted
  block 215/216 inverted
  block 216/216 inverted
...inverse calculated
Taking inverse of xTx...
  block 1/216 inverted
  block 2/216 inverted
  block 3/216 inverted
  block 4/216 inverted
  block 5/216 inverted
  block 6/216 inverted
Taking inverse of xTx...
  block 7/216 inverted
  block 8/216 inverted
  block 1/217 inverted
  block 9/216 inverted
  block 10/216 inverted
  block 2/217 inverted
  block 11/216 inverted
  block 12/216 inverted
  block 3/217 inverted  block 13/216 inverted
  block 14/216 inverted

  block 15/216 inverted
  block 4/217 inverted
  block 5/217 inverted  block 16/216 inverted

  block 17/216 inverted
  block 18/216 inverted
  block 19/216 inverted  block 6/217 inverted

  block 7/217 inverted
  block 20/216 inverted
  block 21/216 inverted
  block 22/216 inverted
  block 23/216 inverted
  block 24/216 inverted
  block 25/216 inverted
  block 8/217 inverted
  block 26/216 inverted
  block 27/216 inverted
  block 28/216 inverted
  block 9/217 inverted
  block 29/216 inverted
  block 30/216 inverted
  block 10/217 inverted  block 31/216 inverted
  block 32/216 inverted
  block 33/216 inverted

  block 34/216 inverted
  block 35/216 inverted
  block 36/216 inverted
  block 37/216 inverted
  block 11/217 inverted  block 38/216 inverted
  block 39/216 inverted
  block 40/216 inverted
  block 41/216 inverted
  block 42/216 inverted
  block 43/216 inverted
  block 44/216 inverted
  block 45/216 inverted

  block 46/216 inverted
  block 47/216 inverted
  block 12/217 inverted
  block 48/216 inverted  block 13/217 inverted
  block 14/217 inverted

  block 49/216 inverted
  block 15/217 inverted  block 50/216 inverted
  block 51/216 inverted
  block 52/216 inverted

  block 53/216 inverted  block 16/217 inverted

  block 54/216 inverted  block 17/217 inverted

  block 55/216 inverted
  block 18/217 inverted
  block 56/216 inverted
  block 19/217 inverted
  block 57/216 inverted
  block 20/217 inverted
  block 21/217 inverted
  block 22/217 inverted
  block 58/216 inverted
  block 59/216 inverted
  block 23/217 inverted
  block 60/216 inverted
  block 61/216 inverted
  block 24/217 inverted
  block 62/216 inverted
  block 63/216 inverted  block 25/217 inverted
  block 64/216 inverted
  block 26/217 inverted

  block 27/217 inverted
  block 65/216 inverted
  block 66/216 inverted  block 28/217 inverted
  block 29/217 inverted
  block 67/216 inverted
  block 68/216 inverted
  block 69/216 inverted

  block 30/217 inverted
  block 70/216 inverted
  block 31/217 inverted
  block 71/216 inverted
  block 72/216 inverted
  block 73/216 inverted
  block 74/216 inverted
  block 32/217 inverted
  block 75/216 inverted
  block 76/216 inverted
  block 33/217 inverted
  block 77/216 inverted
  block 34/217 inverted
  block 78/216 inverted
  block 79/216 inverted  block 35/217 inverted
  block 36/217 inverted

  block 37/217 inverted
  block 80/216 inverted
  block 38/217 inverted  block 81/216 inverted
  block 82/216 inverted
  block 83/216 inverted

  block 84/216 inverted
  block 39/217 inverted  block 85/216 inverted
  block 86/216 inverted
  block 87/216 inverted
  block 88/216 inverted
  block 89/216 inverted
  block 90/216 inverted

  block 91/216 inverted
  block 92/216 inverted
  block 40/217 inverted
  block 93/216 inverted
  block 94/216 inverted
  block 41/217 inverted  block 95/216 inverted
  block 96/216 inverted

  block 97/216 inverted
  block 98/216 inverted
  block 99/216 inverted
  block 42/217 inverted  block 100/216 inverted
  block 101/216 inverted
  block 102/216 inverted
  block 103/216 inverted
  block 104/216 inverted

  block 105/216 inverted
  block 43/217 inverted  block 106/216 inverted
  block 107/216 inverted
  block 108/216 inverted

  block 109/216 inverted
  block 44/217 inverted
  block 110/216 inverted
  block 45/217 inverted
  block 111/216 inverted
  block 112/216 inverted
  block 113/216 inverted
  block 114/216 inverted
  block 46/217 inverted  block 115/216 inverted
  block 116/216 inverted
  block 117/216 inverted
  block 118/216 inverted
  block 119/216 inverted

  block 120/216 inverted
  block 47/217 inverted
  block 121/216 inverted
  block 48/217 inverted
  block 122/216 inverted  block 49/217 inverted
  block 123/216 inverted
  block 124/216 inverted

  block 125/216 inverted
  block 50/217 inverted
  block 126/216 inverted
  block 51/217 inverted
  block 127/216 inverted  block 52/217 inverted

  block 128/216 inverted
  block 129/216 inverted
  block 53/217 inverted
  block 130/216 inverted
  block 131/216 inverted
  block 132/216 inverted
  block 133/216 inverted
  block 134/216 inverted
  block 135/216 inverted
  block 136/216 inverted
  block 137/216 inverted
  block 138/216 inverted
  block 139/216 inverted
  block 54/217 inverted
  block 140/216 inverted
  block 55/217 inverted
  block 141/216 inverted
  block 142/216 inverted
  block 143/216 inverted
  block 144/216 inverted
  block 145/216 inverted
  block 56/217 inverted
  block 146/216 inverted
  block 57/217 inverted
  block 147/216 inverted
  block 58/217 inverted
  block 148/216 inverted
  block 59/217 inverted
  block 149/216 inverted
  block 60/217 inverted
  block 150/216 inverted
  block 151/216 inverted

  block 152/216 inverted
  block 153/216 inverted
  block 154/216 inverted
  block 155/216 inverted
  block 156/216 inverted
  block 61/217 inverted
  block 62/217 inverted  block 157/216 inverted
  block 158/216 inverted
  block 63/217 inverted
  block 159/216 inverted
  block 64/217 inverted
  block 160/216 inverted
  block 65/217 inverted
  block 161/216 inverted
  block 66/217 inverted

  block 162/216 inverted
  block 67/217 inverted  block 163/216 inverted
  block 68/217 inverted
  block 164/216 inverted
  block 69/217 inverted
  block 165/216 inverted
  block 70/217 inverted
  block 166/216 inverted
  block 71/217 inverted
  block 167/216 inverted

  block 72/217 inverted  block 168/216 inverted

  block 169/216 inverted  block 73/217 inverted
  block 74/217 inverted
  block 170/216 inverted
  block 75/217 inverted
  block 171/216 inverted
  block 76/217 inverted
  block 172/216 inverted
  block 77/217 inverted
  block 173/216 inverted
  block 78/217 inverted
  block 174/216 inverted
  block 79/217 inverted

  block 175/216 inverted
  block 80/217 inverted  block 176/216 inverted
  block 81/217 inverted
  block 177/216 inverted
  block 82/217 inverted
  block 178/216 inverted
  block 83/217 inverted
  block 179/216 inverted
  block 84/217 inverted
  block 180/216 inverted

  block 181/216 inverted  block 85/217 inverted
  block 86/217 inverted
  block 182/216 inverted
  block 87/217 inverted
  block 183/216 inverted
  block 88/217 inverted
  block 184/216 inverted
  block 89/217 inverted
  block 185/216 inverted
  block 90/217 inverted

  block 186/216 inverted
  block 187/216 inverted  block 91/217 inverted
  block 92/217 inverted
  block 188/216 inverted
  block 93/217 inverted
  block 189/216 inverted
  block 94/217 inverted
  block 190/216 inverted
  block 95/217 inverted

  block 96/217 inverted  block 191/216 inverted

  block 192/216 inverted  block 97/217 inverted
  block 193/216 inverted
  block 98/217 inverted
  block 194/216 inverted
  block 99/217 inverted

  block 195/216 inverted
  block 196/216 inverted  block 100/217 inverted
  block 101/217 inverted

  block 197/216 inverted
  block 102/217 inverted  block 198/216 inverted
  block 103/217 inverted
  block 199/216 inverted

  block 200/216 inverted  block 104/217 inverted
  block 105/217 inverted
  block 201/216 inverted
  block 106/217 inverted
  block 202/216 inverted

  block 203/216 inverted  block 107/217 inverted
  block 108/217 inverted
  block 204/216 inverted
  block 109/217 inverted
  block 205/216 inverted
  block 110/217 inverted

  block 206/216 inverted
  block 207/216 inverted  block 111/217 inverted
  block 112/217 inverted
  block 208/216 inverted
  block 113/217 inverted
  block 209/216 inverted
  block 114/217 inverted
  block 210/216 inverted

  block 115/217 inverted
  block 211/216 inverted  block 116/217 inverted

  block 212/216 inverted
  block 213/216 inverted  block 117/217 inverted
  block 118/217 inverted
  block 214/216 inverted
  block 119/217 inverted
  block 215/216 inverted
  block 120/217 inverted

  block 121/217 inverted  block 216/216 inverted
...inverse calculated

  block 122/217 inverted
  block 123/217 inverted
  block 124/217 inverted
  block 125/217 inverted
  block 126/217 inverted
  block 127/217 inverted
  block 128/217 inverted
  block 129/217 inverted
  block 130/217 inverted
  block 131/217 inverted
  block 132/217 inverted
  block 133/217 inverted
  block 134/217 inverted
  block 135/217 inverted
  block 136/217 inverted
  block 137/217 inverted
  block 138/217 inverted
  block 139/217 inverted
  block 140/217 inverted
  block 141/217 inverted
  block 142/217 inverted
  block 143/217 inverted
  block 144/217 inverted
  block 145/217 inverted
  block 146/217 inverted
  block 147/217 inverted
  block 148/217 inverted
  block 149/217 inverted
  block 150/217 inverted
  block 151/217 inverted
  block 152/217 inverted
  block 153/217 inverted
  block 154/217 inverted
  block 155/217 inverted
  block 156/217 inverted
  block 157/217 inverted
  block 158/217 inverted
  block 159/217 inverted
  block 160/217 inverted
  block 161/217 inverted
  block 162/217 inverted
  block 163/217 inverted
  block 164/217 inverted
  block 165/217 inverted
  block 166/217 inverted
  block 167/217 inverted
  block 168/217 inverted
  block 169/217 inverted
  block 170/217 inverted
  block 171/217 inverted
  block 172/217 inverted
  block 173/217 inverted
  block 174/217 inverted
  block 175/217 inverted
  block 176/217 inverted
  block 177/217 inverted
  block 178/217 inverted
  block 179/217 inverted
  block 180/217 inverted
  block 181/217 inverted
  block 182/217 inverted
  block 183/217 inverted
  block 184/217 inverted
  block 185/217 inverted
  block 186/217 inverted
  block 187/217 inverted
  block 188/217 inverted
  block 189/217 inverted
  block 190/217 inverted
  block 191/217 inverted
  block 192/217 inverted
  block 193/217 inverted
  block 194/217 inverted
  block 195/217 inverted
  block 196/217 inverted
  block 197/217 inverted
  block 198/217 inverted
  block 199/217 inverted
  block 200/217 inverted
  block 201/217 inverted
  block 202/217 inverted
  block 203/217 inverted
  block 204/217 inverted
  block 205/217 inverted
  block 206/217 inverted
  block 207/217 inverted
  block 208/217 inverted
  block 209/217 inverted
  block 210/217 inverted
  block 211/217 inverted
  block 212/217 inverted
  block 213/217 inverted
  block 214/217 inverted
  block 215/217 inverted
  block 216/217 inverted
  block 217/217 inverted
...inverse calculated
Taking inverse of xTx...
  block 1/216 inverted
  block 2/216 inverted
  block 3/216 inverted
  block 4/216 inverted
1000 / 10000 iterations complete (0 variables selected)
  block 5/216 inverted
  block 6/216 inverted
  block 7/216 inverted
  block 8/216 inverted
  block 9/216 inverted
  block 10/216 inverted
  block 11/216 inverted
  block 12/216 inverted
  block 13/216 inverted
  block 14/216 inverted
  block 15/216 inverted
  block 16/216 inverted
  block 17/216 inverted
  block 18/216 inverted
  block 19/216 inverted
  block 20/216 inverted
  block 21/216 invertedTaking inverse of xTx...

  block 22/216 inverted
  block 23/216 inverted
  block 24/216 inverted
  block 25/216 inverted
  block 26/216 inverted
  block 27/216 inverted
  block 1/216 inverted
  block 28/216 inverted
  block 29/216 inverted
  block 30/216 inverted
  block 31/216 inverted
  block 32/216 inverted
  block 33/216 inverted
  block 34/216 inverted
  block 35/216 inverted
  block 36/216 inverted
  block 2/216 inverted
  block 37/216 inverted
  block 38/216 inverted
  block 39/216 inverted
  block 40/216 inverted
  block 41/216 inverted
  block 42/216 inverted
  block 3/216 inverted  block 43/216 inverted
  block 44/216 inverted

  block 45/216 inverted  block 4/216 inverted
  block 46/216 inverted

  block 47/216 inverted
  block 48/216 inverted  block 5/216 inverted
  block 49/216 inverted

  block 6/216 inverted  block 50/216 inverted
  block 51/216 inverted

  block 52/216 inverted
  block 7/216 inverted
  block 53/216 inverted
  block 54/216 inverted
  block 8/216 inverted  block 55/216 inverted
  block 56/216 inverted
  block 57/216 inverted
  block 58/216 inverted

  block 59/216 inverted
  block 9/216 inverted
  block 60/216 inverted
  block 10/216 inverted
  block 61/216 inverted
  block 62/216 inverted
  block 63/216 inverted  block 11/216 inverted

  block 64/216 inverted
  block 65/216 inverted
  block 12/216 inverted
  block 66/216 inverted
  block 13/216 inverted  block 67/216 inverted
  block 68/216 inverted

  block 14/216 inverted  block 69/216 inverted

  block 70/216 inverted
  block 15/216 inverted  block 71/216 inverted
  block 72/216 inverted

  block 73/216 inverted
  block 16/216 inverted  block 74/216 inverted

  block 17/216 inverted  block 75/216 inverted

  block 76/216 inverted
  block 18/216 inverted  block 77/216 inverted
  block 78/216 inverted

  block 19/216 inverted
  block 79/216 inverted
  block 80/216 inverted
  block 20/216 inverted  block 81/216 inverted
  block 82/216 inverted

  block 21/216 inverted
  block 83/216 inverted
  block 84/216 inverted
  block 22/216 inverted  block 85/216 inverted
  block 86/216 inverted
  block 23/216 inverted

  block 87/216 inverted
  block 88/216 inverted
  block 89/216 inverted
  block 24/216 inverted
  block 90/216 inverted
  block 91/216 inverted
  block 25/216 inverted  block 92/216 inverted

  block 93/216 inverted
  block 94/216 inverted
  block 95/216 inverted
  block 26/216 inverted  block 96/216 inverted

  block 97/216 inverted
  block 98/216 inverted
  block 99/216 inverted
  block 100/216 inverted
  block 101/216 inverted
  block 102/216 inverted
  block 103/216 inverted
  block 104/216 inverted
  block 105/216 inverted
  block 106/216 inverted
  block 107/216 inverted
  block 27/216 inverted
  block 108/216 inverted
  block 109/216 inverted
  block 28/216 inverted
  block 110/216 inverted
  block 111/216 inverted
  block 29/216 inverted
  block 112/216 inverted
  block 30/216 inverted
  block 113/216 inverted
  block 114/216 inverted
  block 115/216 inverted
  block 116/216 inverted
  block 117/216 inverted
  block 118/216 inverted
  block 119/216 inverted
  block 120/216 inverted
  block 121/216 inverted
  block 122/216 inverted
  block 123/216 inverted
  block 124/216 inverted
  block 125/216 inverted
  block 31/216 inverted
  block 126/216 inverted
  block 127/216 inverted
  block 32/216 inverted
  block 128/216 inverted
  block 129/216 inverted
  block 33/216 inverted
  block 130/216 inverted
  block 34/216 inverted  block 131/216 inverted
  block 132/216 inverted
  block 133/216 inverted

  block 134/216 inverted
  block 135/216 inverted
  block 136/216 inverted
  block 137/216 inverted
  block 138/216 inverted
  block 139/216 inverted
  block 140/216 inverted
  block 141/216 inverted
  block 142/216 inverted
  block 143/216 inverted
  block 35/216 inverted
  block 144/216 inverted
  block 145/216 inverted
  block 36/216 inverted
  block 146/216 inverted
  block 147/216 inverted
  block 37/216 inverted
  block 148/216 inverted
  block 38/216 inverted
  block 149/216 inverted
  block 39/216 inverted
  block 150/216 inverted
  block 151/216 inverted
  block 40/216 inverted
  block 152/216 inverted
  block 153/216 inverted
  block 41/216 inverted
  block 154/216 inverted
  block 42/216 inverted
  block 155/216 inverted
  block 43/216 inverted
  block 156/216 inverted
  block 157/216 inverted
  block 44/216 inverted

  block 158/216 inverted
  block 45/216 inverted
  block 159/216 inverted
  block 160/216 inverted
  block 161/216 inverted
  block 162/216 inverted
  block 163/216 inverted
  block 164/216 inverted
  block 165/216 inverted
  block 166/216 inverted
  block 167/216 inverted
  block 168/216 inverted
  block 169/216 inverted
  block 170/216 inverted
  block 171/216 inverted
  block 172/216 inverted
  block 173/216 inverted
  block 174/216 inverted
  block 175/216 inverted
  block 176/216 inverted
  block 177/216 inverted
  block 178/216 inverted
  block 46/216 inverted
  block 179/216 inverted
  block 180/216 inverted
  block 47/216 inverted
  block 181/216 inverted
  block 182/216 inverted
  block 48/216 inverted
  block 183/216 inverted
  block 49/216 inverted
  block 184/216 inverted
  block 50/216 inverted
  block 185/216 inverted
  block 51/216 inverted  block 186/216 inverted
  block 187/216 inverted

  block 188/216 inverted
  block 52/216 inverted
  block 189/216 inverted
  block 53/216 inverted
  block 190/216 inverted
  block 54/216 inverted
  block 191/216 inverted
  block 55/216 inverted
  block 192/216 inverted
  block 56/216 inverted
  block 57/216 inverted
  block 58/216 inverted
  block 193/216 inverted
  block 59/216 inverted
  block 194/216 inverted
  block 60/216 inverted
  block 61/216 inverted
  block 62/216 inverted
  block 63/216 inverted
  block 64/216 inverted
  block 65/216 inverted
  block 66/216 inverted
  block 67/216 inverted
  block 68/216 inverted
  block 69/216 inverted
  block 70/216 inverted
  block 71/216 inverted
  block 72/216 inverted
  block 73/216 inverted
  block 74/216 inverted
  block 195/216 inverted
  block 75/216 inverted
  block 196/216 inverted
  block 76/216 inverted
  block 197/216 inverted
  block 77/216 inverted
  block 78/216 inverted
  block 79/216 inverted
  block 80/216 inverted
  block 81/216 inverted
  block 82/216 inverted
  block 83/216 inverted
  block 84/216 inverted
  block 85/216 inverted
  block 86/216 inverted
  block 87/216 inverted
  block 88/216 inverted
  block 198/216 inverted
  block 89/216 inverted
  block 199/216 inverted
  block 90/216 inverted
  block 91/216 inverted
  block 92/216 inverted
  block 93/216 inverted
  block 94/216 inverted
  block 95/216 inverted
  block 96/216 inverted
  block 97/216 inverted
  block 98/216 inverted
  block 99/216 inverted
  block 100/216 inverted
  block 200/216 inverted
  block 101/216 inverted
  block 201/216 inverted
  block 102/216 inverted
  block 202/216 inverted
  block 103/216 inverted
  block 104/216 inverted
  block 105/216 inverted
  block 106/216 inverted
  block 107/216 inverted
  block 108/216 inverted
  block 109/216 inverted
  block 110/216 inverted
  block 111/216 inverted
  block 203/216 inverted
  block 112/216 inverted
  block 204/216 inverted
  block 113/216 inverted
  block 114/216 inverted
  block 115/216 inverted
  block 116/216 inverted
  block 117/216 inverted
  block 118/216 inverted
  block 119/216 inverted
  block 120/216 inverted
  block 121/216 inverted
  block 205/216 inverted
  block 122/216 inverted
  block 206/216 inverted
  block 207/216 inverted
  block 123/216 inverted
  block 124/216 inverted
  block 125/216 inverted
  block 126/216 inverted
  block 127/216 inverted
  block 128/216 inverted
  block 129/216 inverted
  block 130/216 inverted
  block 131/216 inverted
  block 208/216 inverted
  block 209/216 inverted
  block 132/216 inverted
  block 133/216 inverted
  block 134/216 inverted
  block 135/216 inverted
  block 136/216 inverted
  block 137/216 inverted
  block 138/216 inverted
  block 139/216 inverted
  block 140/216 inverted
  block 141/216 inverted
  block 142/216 inverted
  block 210/216 inverted
  block 143/216 inverted
  block 211/216 inverted
  block 144/216 inverted
  block 212/216 inverted
  block 145/216 inverted
  block 213/216 inverted
  block 146/216 inverted
  block 147/216 inverted  block 214/216 inverted

  block 215/216 inverted
  block 148/216 inverted
  block 216/216 inverted
...inverse calculated
  block 149/216 inverted
  block 150/216 inverted
  block 151/216 inverted
  block 152/216 inverted
  block 153/216 inverted
  block 154/216 inverted
  block 155/216 inverted
  block 156/216 inverted
  block 157/216 inverted
  block 158/216 inverted
  block 159/216 inverted
  block 160/216 inverted
  block 161/216 inverted
  block 162/216 inverted
  block 163/216 inverted
  block 164/216 inverted
  block 165/216 inverted
  block 166/216 inverted
  block 167/216 inverted
  block 168/216 inverted
  block 169/216 inverted
  block 170/216 inverted
  block 171/216 inverted
  block 172/216 inverted
  block 173/216 inverted
  block 174/216 inverted
  block 175/216 inverted
  block 176/216 inverted
  block 177/216 inverted
  block 178/216 inverted
  block 179/216 inverted
  block 180/216 inverted
  block 181/216 inverted
  block 182/216 inverted
  block 183/216 inverted
  block 184/216 inverted
  block 185/216 inverted
  block 186/216 inverted
  block 187/216 inverted
  block 188/216 inverted
  block 189/216 inverted
  block 190/216 inverted
  block 191/216 inverted
  block 192/216 inverted
  block 193/216 inverted
  block 194/216 inverted
  block 195/216 inverted
  block 196/216 inverted
  block 197/216 inverted
  block 198/216 inverted
  block 199/216 inverted
  block 200/216 inverted
  block 201/216 inverted
  block 202/216 inverted
  block 203/216 inverted
  block 204/216 inverted
  block 205/216 inverted
  block 206/216 inverted
  block 207/216 inverted
  block 208/216 inverted
  block 209/216 inverted
  block 210/216 inverted
  block 211/216 inverted
  block 212/216 inverted
  block 213/216 inverted
  block 214/216 inverted
  block 215/216 inverted
  block 216/216 inverted
...inverse calculated
1000 / 10000 iterations complete (0 variables selected)
1000 / 10000 iterations complete (1 variables selected)
Taking inverse of xTx...
  block 1/216 inverted
  block 2/216 inverted
2000 / 10000 iterations complete (0 variables selected)
  block 3/216 inverted
  block 4/216 inverted
  block 5/216 inverted
  block 6/216 inverted
  block 7/216 inverted
  block 8/216 inverted
  block 9/216 inverted
  block 10/216 inverted
  block 11/216 inverted
  block 12/216 inverted
  block 13/216 inverted
  block 14/216 inverted
  block 15/216 inverted
  block 16/216 inverted
  block 17/216 inverted
  block 18/216 inverted
  block 19/216 inverted
  block 20/216 inverted
  block 21/216 inverted
  block 22/216 inverted
  block 23/216 inverted
  block 24/216 inverted
  block 25/216 inverted
  block 26/216 inverted
  block 27/216 inverted
  block 28/216 inverted
  block 29/216 inverted
  block 30/216 inverted
  block 31/216 inverted
  block 32/216 inverted
  block 33/216 inverted
  block 34/216 inverted
  block 35/216 inverted
  block 36/216 inverted
  block 37/216 inverted
  block 38/216 inverted
  block 39/216 inverted
  block 40/216 inverted
  block 41/216 inverted
  block 42/216 inverted
  block 43/216 inverted
  block 44/216 inverted
  block 45/216 inverted
  block 46/216 inverted
  block 47/216 inverted
  block 48/216 inverted
  block 49/216 inverted
  block 50/216 inverted
  block 51/216 inverted
Taking inverse of xTx...
  block 52/216 inverted
  block 53/216 inverted
  block 54/216 inverted
  block 55/216 inverted
  block 56/216 inverted
  block 57/216 inverted
  block 58/216 inverted
  block 59/216 inverted
  block 60/216 inverted
  block 61/216 inverted
  block 62/216 inverted
  block 1/216 inverted
  block 63/216 inverted
  block 64/216 inverted  block 2/216 inverted
  block 65/216 inverted

  block 66/216 inverted
  block 67/216 inverted
  block 68/216 inverted
  block 3/216 inverted
  block 4/216 inverted
  block 69/216 inverted
  block 70/216 inverted
  block 71/216 inverted
  block 5/216 inverted
  block 6/216 inverted
  block 72/216 inverted
  block 73/216 inverted
  block 7/216 inverted
  block 8/216 inverted
  block 74/216 inverted
  block 75/216 inverted
  block 76/216 inverted
  block 9/216 inverted
  block 77/216 inverted
  block 10/216 inverted
  block 11/216 inverted
  block 78/216 inverted
  block 79/216 inverted
  block 12/216 inverted
  block 13/216 inverted
  block 80/216 inverted
  block 81/216 inverted
  block 82/216 inverted
  block 14/216 inverted
  block 15/216 inverted
  block 83/216 inverted
  block 84/216 inverted
  block 85/216 inverted
  block 16/216 inverted
  block 17/216 inverted
  block 86/216 inverted
  block 87/216 inverted
  block 88/216 inverted
  block 18/216 inverted
  block 89/216 inverted
  block 90/216 inverted
  block 19/216 inverted
  block 91/216 inverted
  block 92/216 inverted  block 20/216 inverted

  block 93/216 inverted  block 21/216 inverted
  block 22/216 inverted
  block 23/216 inverted
  block 24/216 inverted

  block 25/216 inverted
  block 94/216 inverted
  block 95/216 inverted
  block 26/216 inverted
  block 96/216 inverted
  block 97/216 inverted
  block 27/216 inverted
  block 98/216 inverted
  block 99/216 inverted
  block 28/216 inverted
  block 100/216 inverted
  block 101/216 inverted
  block 29/216 inverted
  block 102/216 inverted
  block 103/216 inverted  block 30/216 inverted
  block 31/216 inverted
  block 32/216 inverted
  block 33/216 inverted
  block 34/216 inverted
  block 35/216 inverted
  block 36/216 inverted

  block 37/216 inverted
  block 104/216 inverted
  block 105/216 inverted
  block 38/216 inverted
  block 106/216 inverted
  block 39/216 inverted
  block 107/216 inverted
  block 40/216 inverted
  block 108/216 inverted
  block 109/216 inverted
  block 41/216 inverted
  block 110/216 inverted
  block 42/216 inverted
  block 111/216 inverted
  block 112/216 inverted
  block 43/216 inverted
  block 113/216 inverted
  block 114/216 inverted
  block 44/216 inverted
  block 115/216 inverted
  block 45/216 inverted
  block 116/216 inverted
  block 117/216 inverted
  block 46/216 inverted
  block 118/216 inverted
  block 119/216 inverted
  block 47/216 inverted
  block 120/216 inverted
  block 48/216 inverted
  block 121/216 inverted
  block 49/216 inverted
  block 50/216 inverted
  block 51/216 inverted
  block 52/216 inverted
  block 53/216 inverted
  block 54/216 inverted
  block 55/216 inverted
  block 56/216 inverted
  block 57/216 inverted
  block 58/216 inverted
  block 122/216 inverted  block 59/216 inverted

  block 60/216 inverted
  block 123/216 inverted
  block 61/216 inverted
  block 124/216 inverted
  block 62/216 inverted  block 125/216 inverted

  block 126/216 inverted
  block 63/216 inverted
  block 127/216 inverted  block 64/216 inverted
  block 65/216 inverted

  block 66/216 inverted
  block 128/216 inverted
  block 67/216 inverted
  block 129/216 inverted
  block 68/216 inverted  block 130/216 inverted

  block 131/216 inverted
  block 132/216 inverted
  block 133/216 inverted
  block 134/216 inverted
  block 69/216 inverted
  block 135/216 inverted

  block 136/216 inverted
  block 137/216 inverted
  block 70/216 inverted  block 138/216 inverted

  block 71/216 inverted
  block 72/216 inverted
  block 73/216 inverted
  block 74/216 inverted
  block 75/216 inverted
  block 139/216 inverted
  block 76/216 inverted
  block 140/216 inverted
  block 141/216 inverted
  block 77/216 inverted
  block 142/216 inverted
  block 143/216 inverted
  block 78/216 inverted
  block 144/216 inverted
  block 145/216 inverted
  block 146/216 inverted
  block 79/216 inverted
  block 147/216 inverted
  block 80/216 inverted
  block 81/216 inverted  block 148/216 inverted

  block 149/216 inverted
  block 150/216 inverted
  block 82/216 inverted
  block 83/216 inverted
  block 151/216 inverted
  block 84/216 inverted  block 152/216 inverted

  block 153/216 inverted
  block 85/216 inverted
  block 154/216 inverted
  block 86/216 inverted  block 155/216 inverted

  block 87/216 inverted
  block 88/216 inverted  block 156/216 inverted

  block 157/216 inverted
  block 89/216 inverted
  block 158/216 inverted
  block 159/216 inverted
  block 90/216 inverted
  block 160/216 inverted
  block 91/216 inverted
  block 161/216 inverted
  block 162/216 inverted
  block 163/216 inverted
  block 92/216 inverted
  block 164/216 inverted
  block 165/216 inverted
  block 93/216 inverted
  block 94/216 inverted
  block 95/216 inverted
  block 96/216 inverted
  block 97/216 inverted
  block 98/216 inverted
  block 99/216 inverted
  block 100/216 inverted
  block 166/216 inverted
  block 101/216 inverted
  block 167/216 inverted
  block 102/216 inverted
  block 168/216 inverted
  block 169/216 inverted
  block 103/216 inverted
  block 170/216 inverted
  block 171/216 inverted
  block 172/216 inverted
  block 104/216 inverted
  block 105/216 inverted
  block 106/216 inverted
  block 107/216 inverted
  block 108/216 inverted
  block 109/216 inverted
  block 173/216 inverted
  block 110/216 inverted
  block 174/216 inverted  block 111/216 inverted
  block 112/216 inverted
  block 113/216 inverted
  block 114/216 inverted

  block 175/216 inverted
  block 115/216 inverted
  block 176/216 inverted
  block 116/216 inverted
  block 177/216 inverted
  block 117/216 inverted
  block 178/216 inverted
  block 179/216 inverted  block 118/216 inverted

  block 180/216 inverted
  block 119/216 inverted
  block 181/216 inverted  block 120/216 inverted
  block 121/216 inverted

  block 182/216 inverted  block 122/216 inverted

  block 123/216 inverted
  block 124/216 inverted
  block 183/216 inverted
  block 125/216 inverted
  block 184/216 inverted
  block 126/216 inverted
  block 185/216 inverted
  block 127/216 inverted
  block 186/216 inverted
  block 128/216 inverted
  block 129/216 inverted
  block 130/216 inverted
  block 187/216 inverted
  block 188/216 inverted  block 131/216 inverted

  block 132/216 inverted
  block 189/216 inverted
  block 133/216 inverted
  block 134/216 inverted
  block 190/216 inverted
  block 135/216 inverted
  block 136/216 inverted
  block 191/216 inverted  block 137/216 inverted

  block 138/216 inverted
  block 192/216 inverted
  block 139/216 inverted
  block 193/216 inverted
  block 140/216 inverted
  block 194/216 inverted
  block 195/216 inverted1000 / 10000 iterations complete (0 variables selected)

  block 196/216 inverted
  block 197/216 inverted
  block 198/216 inverted
  block 199/216 inverted
  block 200/216 inverted
  block 141/216 inverted
  block 201/216 inverted  block 142/216 inverted
  block 143/216 inverted
  block 144/216 inverted
  block 145/216 inverted
  block 146/216 inverted
  block 147/216 inverted
  block 148/216 inverted
  block 202/216 inverted
  block 203/216 inverted
  block 204/216 inverted
  block 205/216 inverted
  block 206/216 inverted
  block 207/216 inverted

  block 208/216 inverted
  block 209/216 inverted
  block 149/216 inverted
  block 210/216 inverted
  block 150/216 inverted
  block 211/216 inverted  block 151/216 inverted
  block 152/216 inverted
  block 153/216 inverted
  block 154/216 inverted
  block 155/216 inverted
  block 156/216 inverted
  block 157/216 inverted

  block 212/216 inverted  block 158/216 inverted

  block 213/216 inverted
  block 214/216 inverted
  block 159/216 inverted
  block 215/216 inverted
  block 216/216 inverted
...inverse calculated
  block 160/216 inverted
  block 161/216 inverted
  block 162/216 inverted
  block 163/216 inverted
  block 164/216 inverted
  block 165/216 inverted
  block 166/216 inverted
  block 167/216 inverted
  block 168/216 inverted
  block 169/216 inverted
  block 170/216 inverted
  block 171/216 inverted
  block 172/216 inverted
  block 173/216 inverted
  block 174/216 inverted
  block 175/216 inverted
  block 176/216 inverted
  block 177/216 inverted
  block 178/216 inverted
  block 179/216 inverted
  block 180/216 inverted
  block 181/216 inverted
  block 182/216 inverted
  block 183/216 inverted
  block 184/216 inverted
  block 185/216 inverted
  block 186/216 inverted
  block 187/216 inverted
  block 188/216 inverted
  block 189/216 inverted
  block 190/216 inverted
  block 191/216 inverted
  block 192/216 inverted
  block 193/216 inverted
  block 194/216 inverted
  block 195/216 inverted
  block 196/216 inverted
  block 197/216 inverted
  block 198/216 inverted
1000 / 10000 iterations complete (0 variables selected)  block 199/216 inverted
  block 200/216 inverted
  block 201/216 inverted

  block 202/216 inverted
  block 203/216 inverted
  block 204/216 inverted
  block 205/216 inverted
  block 206/216 inverted
  block 207/216 inverted
  block 208/216 inverted
  block 209/216 inverted
  block 210/216 inverted
  block 211/216 inverted
  block 212/216 inverted
  block 213/216 inverted
  block 214/216 inverted
  block 215/216 inverted
  block 216/216 inverted
...inverse calculated
Taking inverse of xTx...
  block 1/216 inverted
3000 / 10000 iterations complete (0 variables selected)
  block 2/216 inverted
  block 3/216 inverted
  block 4/216 inverted
  block 5/216 inverted
  block 6/216 inverted
  block 7/216 inverted
  block 8/216 inverted
  block 9/216 inverted
  block 10/216 inverted
  block 11/216 inverted
  block 12/216 inverted
  block 13/216 inverted
  block 14/216 inverted
  block 15/216 inverted
  block 16/216 inverted
  block 17/216 inverted
  block 18/216 inverted
  block 19/216 inverted
  block 20/216 inverted
  block 21/216 inverted
  block 22/216 inverted
  block 23/216 inverted
  block 24/216 inverted
  block 25/216 inverted
  block 26/216 inverted
  block 27/216 inverted
  block 28/216 inverted
  block 29/216 inverted
  block 30/216 inverted
  block 31/216 inverted
  block 32/216 inverted
  block 33/216 inverted
  block 34/216 inverted
  block 35/216 inverted
  block 36/216 inverted
  block 37/216 inverted
  block 38/216 inverted
  block 39/216 inverted
  block 40/216 inverted
  block 41/216 inverted
  block 42/216 inverted
  block 43/216 inverted
  block 44/216 inverted
  block 45/216 inverted
  block 46/216 inverted
  block 47/216 inverted
  block 48/216 inverted
  block 49/216 inverted
  block 50/216 inverted
  block 51/216 inverted
  block 52/216 inverted
  block 53/216 inverted
  block 54/216 inverted
  block 55/216 inverted
  block 56/216 inverted
  block 57/216 inverted
  block 58/216 inverted
  block 59/216 inverted
  block 60/216 inverted
  block 61/216 inverted
  block 62/216 inverted
  block 63/216 inverted
  block 64/216 inverted
  block 65/216 inverted
  block 66/216 inverted
  block 67/216 inverted
  block 68/216 inverted
  block 69/216 inverted
  block 70/216 inverted
  block 71/216 inverted
  block 72/216 inverted
  block 73/216 inverted
  block 74/216 inverted
  block 75/216 inverted
  block 76/216 inverted
  block 77/216 inverted
  block 78/216 inverted
  block 79/216 inverted
  block 80/216 inverted
  block 81/216 inverted
  block 82/216 inverted
  block 83/216 inverted
  block 84/216 inverted
  block 85/216 inverted
  block 86/216 inverted
  block 87/216 inverted
  block 88/216 inverted
  block 89/216 inverted
  block 90/216 inverted
  block 91/216 inverted
  block 92/216 inverted
  block 93/216 inverted
  block 94/216 inverted
  block 95/216 inverted
  block 96/216 inverted
  block 97/216 inverted
  block 98/216 inverted
  block 99/216 inverted
  block 100/216 inverted
  block 101/216 inverted
  block 102/216 inverted
  block 103/216 inverted
  block 104/216 inverted
  block 105/216 inverted
  block 106/216 inverted
  block 107/216 inverted
  block 108/216 inverted
  block 109/216 inverted
  block 110/216 inverted

  block 111/216 inverted
  block 112/216 inverted
  block 113/216 inverted
  block 114/216 inverted
  block 115/216 inverted
  block 116/216 inverted
  block 117/216 inverted
  block 118/216 inverted
  block 119/216 inverted
  block 120/216 inverted
  block 121/216 inverted
  block 122/216 inverted
  block 123/216 inverted
  block 124/216 inverted
  block 125/216 inverted
  block 126/216 inverted
  block 127/216 inverted
  block 128/216 inverted
  block 129/216 inverted
  block 130/216 inverted
  block 131/216 inverted
  block 132/216 inverted
  block 133/216 inverted
  block 134/216 inverted
  block 135/216 inverted
  block 136/216 inverted
  block 137/216 inverted
  block 138/216 inverted
  block 139/216 inverted
  block 140/216 inverted
  block 141/216 inverted
  block 142/216 inverted
  block 143/216 inverted
  block 144/216 inverted
  block 145/216 inverted
  block 146/216 inverted
  block 147/216 inverted
  block 148/216 inverted
  block 149/216 inverted
  block 150/216 inverted
  block 151/216 inverted
  block 152/216 inverted
  block 153/216 inverted
  block 154/216 inverted
  block 155/216 inverted
  block 156/216 inverted
  block 157/216 inverted
  block 158/216 inverted
  block 159/216 inverted
  block 160/216 inverted
  block 161/216 inverted
  block 162/216 inverted
  block 163/216 inverted
  block 164/216 inverted
  block 165/216 inverted
  block 166/216 inverted
  block 167/216 inverted
  block 168/216 inverted
  block 169/216 inverted
  block 170/216 inverted
  block 171/216 inverted
  block 172/216 inverted
  block 173/216 inverted
  block 174/216 inverted
  block 175/216 inverted
  block 176/216 inverted
  block 177/216 inverted
  block 178/216 inverted
  block 179/216 inverted
  block 180/216 inverted
  block 181/216 inverted
  block 182/216 inverted
  block 183/216 inverted
  block 184/216 inverted
  block 185/216 inverted
  block 186/216 inverted
  block 187/216 inverted
  block 188/216 inverted
  block 189/216 inverted
  block 190/216 inverted
  block 191/216 inverted
  block 192/216 inverted
  block 193/216 inverted
  block 194/216 inverted
  block 195/216 inverted
  block 196/216 inverted
  block 197/216 inverted
  block 198/216 inverted
  block 199/216 inverted
  block 200/216 inverted
  block 201/216 inverted
  block 202/216 inverted
  block 203/216 inverted
  block 204/216 inverted
  block 205/216 inverted
  block 206/216 inverted
  block 207/216 inverted
  block 208/216 inverted
  block 209/216 inverted
  block 210/216 inverted
  block 211/216 inverted
  block 212/216 inverted
  block 213/216 inverted
  block 214/216 inverted
  block 215/216 inverted
  block 216/216 inverted
...inverse calculated
2000 / 10000 iterations complete (0 variables selected)
2000 / 10000 iterations complete (1 variables selected)
2000 / 10000 iterations complete (0 variables selected)
2000 / 10000 iterations complete (0 variables selected)
1000 / 10000 iterations complete (0 variables selected)
1000 / 10000 iterations complete (0 variables selected)
4000 / 10000 iterations complete (0 variables selected)
3000 / 10000 iterations complete (0 variables selected)
1000 / 10000 iterations complete (0 variables selected)
3000 / 10000 iterations complete (3 variables selected)
2000 / 10000 iterations complete (0 variables selected)
3000 / 10000 iterations complete (1 variables selected)
3000 / 10000 iterations complete (0 variables selected)
2000 / 10000 iterations complete (0 variables selected)
5000 / 10000 iterations complete (0 variables selected)
2000 / 10000 iterations complete (1 variables selected)
4000 / 10000 iterations complete (0 variables selected)
4000 / 10000 iterations complete (1 variables selected)
3000 / 10000 iterations complete (0 variables selected)
3000 / 10000 iterations complete (0 variables selected)
4000 / 10000 iterations complete (0 variables selected)
4000 / 10000 iterations complete (1 variables selected)
3000 / 10000 iterations complete (0 variables selected)
6000 / 10000 iterations complete (0 variables selected)
5000 / 10000 iterations complete (0 variables selected)
5000 / 10000 iterations complete (3 variables selected)
4000 / 10000 iterations complete (0 variables selected)
4000 / 10000 iterations complete (1 variables selected)
5000 / 10000 iterations complete (0 variables selected)
4000 / 10000 iterations complete (0 variables selected)
5000 / 10000 iterations complete (2 variables selected)
7000 / 10000 iterations complete (0 variables selected)
5000 / 10000 iterations complete (1 variables selected)
6000 / 10000 iterations complete (0 variables selected)
5000 / 10000 iterations complete (0 variables selected)
6000 / 10000 iterations complete (2 variables selected)
5000 / 10000 iterations complete (0 variables selected)
6000 / 10000 iterations complete (1 variables selected)
6000 / 10000 iterations complete (0 variables selected)
6000 / 10000 iterations complete (1 variables selected)
8000 / 10000 iterations complete (0 variables selected)
6000 / 10000 iterations complete (0 variables selected)
7000 / 10000 iterations complete (0 variables selected)
7000 / 10000 iterations complete (1 variables selected)
7000 / 10000 iterations complete (0 variables selected)
6000 / 10000 iterations complete (0 variables selected)
7000 / 10000 iterations complete (2 variables selected)
8000 / 10000 iterations complete (0 variables selected)
7000 / 10000 iterations complete (1 variables selected)
9000 / 10000 iterations complete (0 variables selected)
7000 / 10000 iterations complete (0 variables selected)
8000 / 10000 iterations complete (1 variables selected)
8000 / 10000 iterations complete (0 variables selected)
7000 / 10000 iterations complete (0 variables selected)
8000 / 10000 iterations complete (4 variables selected)
9000 / 10000 iterations complete (0 variables selected)
8000 / 10000 iterations complete (3 variables selected)
10000 / 10000 iterations complete (0 variables selected)
8000 / 10000 iterations complete (0 variables selected)
9000 / 10000 iterations complete (5 variables selected)
9000 / 10000 iterations complete (0 variables selected)
9000 / 10000 iterations complete (5 variables selected)
8000 / 10000 iterations complete (0 variables selected)
10000 / 10000 iterations complete (0 variables selected)
10000 / 10000 iterations complete (0 variables selected)
9000 / 10000 iterations complete (6 variables selected)
9000 / 10000 iterations complete (0 variables selected)
10000 / 10000 iterations complete (2 variables selected)
10000 / 10000 iterations complete (3 variables selected)
9000 / 10000 iterations complete (0 variables selected)
10000 / 10000 iterations complete (0 variables selected)
10000 / 10000 iterations complete (5 variables selected)
10000 / 10000 iterations complete (0 variables selected)
[1] "Iteration: 0.01 Beta Lambda: 0.1 Beta Binomial Prior: 1 Min Effect: 0.01 Max Effect: 2 Min Var: 0.01 Max Var: 0.01"

.Generating a SNP partitioning of step 1 blocks, since one was not provided.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...

...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...

...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...

...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
All blocks are full rankDetected 8 available to use.

openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)
openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)
openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)
openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)
openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)
openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)
openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)
openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)

Taking inverse of xTx...
  block 1/216 inverted
  block 2/216 inverted
  block 3/216 inverted
  block 4/216 inverted
  block 5/216 inverted
  block 6/216 inverted
  block 7/216 inverted
  block 8/216 inverted
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  block 10/216 inverted
  block 11/216 inverted
  block 12/216 inverted
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  block 25/216 inverted
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  block 27/216 inverted
  block 28/216 inverted
  block 29/216 inverted
  block 30/216 inverted
  block 31/216 inverted
  block 32/216 inverted
  block 33/216 inverted
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  block 35/216 inverted
  block 36/216 inverted
  block 37/216 inverted
  block 38/216 inverted
  block 39/216 inverted
  block 40/216 inverted
  block 41/216 inverted
  block 42/216 inverted
  block 43/216 inverted
  block 44/216 inverted
  block 45/216 inverted
  block 46/216 inverted
  block 47/216 inverted
  block 48/216 inverted
  block 49/216 inverted
  block 50/216 inverted
  block 51/216 inverted
  block 52/216 inverted
  block 53/216 inverted
  block 54/216 inverted
  block 55/216 inverted
  block 56/216 inverted
  block 57/216 inverted
  block 58/216 inverted
  block 59/216 inverted
  block 60/216 inverted
  block 61/216 inverted
  block 62/216 inverted
  block 63/216 inverted
  block 64/216 inverted
  block 65/216 inverted
  block 66/216 inverted
  block 67/216 inverted
  block 68/216 inverted
  block 69/216 inverted
  block 70/216 inverted
  block 71/216 inverted
  block 72/216 inverted
  block 73/216 inverted
  block 74/216 inverted
  block 75/216 inverted
  block 76/216 inverted
  block 77/216 inverted
  block 78/216 inverted
  block 79/216 inverted
  block 80/216 inverted
  block 81/216 inverted
  block 82/216 inverted
  block 83/216 inverted
  block 84/216 inverted
  block 85/216 inverted
  block 86/216 inverted
  block 87/216 inverted
  block 88/216 inverted
  block 89/216 inverted
  block 90/216 inverted
  block 91/216 inverted
  block 92/216 inverted
  block 93/216 inverted
  block 94/216 inverted
  block 95/216 inverted
  block 96/216 inverted
  block 97/216 inverted
  block 98/216 inverted
  block 99/216 inverted
  block 100/216 inverted
  block 101/216 inverted
  block 102/216 inverted
  block 103/216 inverted
  block 104/216 inverted
  block 105/216 inverted
  block 106/216 inverted
  block 107/216 inverted
  block 108/216 inverted
  block 109/216 inverted
  block 110/216 inverted
  block 111/216 inverted
  block 112/216 inverted
  block 113/216 inverted
  block 114/216 inverted
  block 115/216 inverted
  block 116/216 inverted
  block 117/216 inverted
  block 118/216 inverted
  block 119/216 inverted
  block 120/216 inverted
  block 121/216 inverted
  block 122/216 inverted
  block 123/216 inverted
  block 124/216 inverted
  block 125/216 inverted
  block 126/216 inverted
  block 127/216 inverted
  block 128/216 inverted
  block 129/216 inverted
  block 130/216 inverted
  block 131/216 inverted
  block 132/216 inverted
  block 133/216 inverted
  block 134/216 inverted
  block 135/216 inverted
  block 136/216 inverted
  block 137/216 inverted
  block 138/216 inverted
  block 139/216 inverted
  block 140/216 inverted
  block 141/216 inverted
  block 142/216 inverted
  block 143/216 inverted
  block 144/216 inverted
  block 145/216 inverted
  block 146/216 inverted
  block 147/216 inverted
  block 148/216 inverted
  block 149/216 inverted
  block 150/216 inverted
  block 151/216 inverted
  block 152/216 inverted
  block 153/216 inverted
  block 154/216 inverted
  block 155/216 inverted
  block 156/216 inverted
  block 157/216 inverted
  block 158/216 inverted
  block 159/216 inverted
  block 160/216 inverted
  block 161/216 inverted
  block 162/216 inverted
  block 163/216 inverted
  block 164/216 inverted
  block 165/216 inverted
  block 166/216 inverted
  block 167/216 inverted
  block 168/216 inverted
  block 169/216 inverted
  block 170/216 inverted
  block 171/216 inverted
  block 172/216 inverted
  block 173/216 inverted
  block 174/216 inverted
  block 175/216 inverted
  block 176/216 inverted
  block 177/216 inverted
  block 178/216 inverted
  block 179/216 inverted
  block 180/216 inverted
  block 181/216 inverted
  block 182/216 inverted
  block 183/216 inverted
  block 184/216 inverted
  block 185/216 inverted
  block 186/216 inverted
  block 187/216 inverted
  block 188/216 inverted
  block 189/216 inverted
  block 190/216 inverted
  block 191/216 inverted
  block 192/216 inverted
  block 193/216 inverted
  block 194/216 inverted
  block 195/216 inverted
  block 196/216 inverted
  block 197/216 inverted
  block 198/216 inverted
  block 199/216 inverted
  block 200/216 inverted
  block 201/216 inverted
  block 202/216 inverted
  block 203/216 inverted
  block 204/216 inverted
  block 205/216 inverted
  block 206/216 inverted
  block 207/216 inverted
  block 208/216 inverted
  block 209/216 inverted
  block 210/216 inverted
  block 211/216 inverted
  block 212/216 inverted
  block 213/216 inverted
  block 214/216 inverted
  block 215/216 inverted
  block 216/216 inverted
...inverse calculated
Taking inverse of xTx...
  block 1/216 inverted
  block 2/216 inverted
  block 3/216 inverted
  block 4/216 inverted
  block 5/216 inverted
  block 6/216 inverted
  block 7/216 inverted
  block 8/216 inverted
  block 9/216 inverted
  block 10/216 inverted
  block 11/216 inverted
  block 12/216 inverted
  block 13/216 inverted
  block 14/216 inverted
  block 15/216 inverted
  block 16/216 inverted
  block 17/216 inverted
  block 18/216 inverted
  block 19/216 inverted
  block 20/216 inverted
  block 21/216 inverted
  block 22/216 inverted
  block 23/216 inverted
  block 24/216 inverted
  block 25/216 inverted
  block 26/216 inverted
  block 27/216 inverted
  block 28/216 inverted
  block 29/216 inverted
  block 30/216 inverted
  block 31/216 inverted
  block 32/216 inverted
  block 33/216 inverted
  block 34/216 inverted
  block 35/216 inverted
  block 36/216 inverted
  block 37/216 inverted
  block 38/216 inverted
  block 39/216 inverted
  block 40/216 inverted
  block 41/216 inverted
  block 42/216 inverted
  block 43/216 inverted
  block 44/216 inverted
  block 45/216 inverted
  block 46/216 inverted
  block 47/216 inverted
  block 48/216 inverted
  block 49/216 inverted
  block 50/216 inverted
  block 51/216 inverted
  block 52/216 inverted
  block 53/216 inverted
  block 54/216 inverted
  block 55/216 inverted
  block 56/216 inverted
  block 57/216 inverted
  block 58/216 inverted
  block 59/216 inverted
  block 60/216 inverted
  block 61/216 inverted
  block 62/216 inverted
  block 63/216 inverted
  block 64/216 inverted
  block 65/216 inverted
  block 66/216 inverted
  block 67/216 inverted
  block 68/216 inverted
  block 69/216 inverted
  block 70/216 inverted
  block 71/216 inverted
  block 72/216 inverted
  block 73/216 inverted
  block 74/216 inverted
  block 75/216 inverted
  block 76/216 inverted
  block 77/216 inverted
  block 78/216 inverted
  block 79/216 inverted
  block 80/216 inverted
  block 81/216 inverted
  block 82/216 inverted
  block 83/216 inverted
  block 84/216 inverted
  block 85/216 inverted
  block 86/216 inverted
  block 87/216 inverted
  block 88/216 inverted
  block 89/216 inverted
  block 90/216 inverted
  block 91/216 inverted
  block 92/216 inverted
  block 93/216 inverted
  block 94/216 inverted
  block 95/216 inverted
  block 96/216 inverted
  block 97/216 inverted
  block 98/216 inverted
  block 99/216 inverted
  block 100/216 inverted
  block 101/216 inverted
  block 102/216 inverted
  block 103/216 inverted
  block 104/216 inverted
  block 105/216 inverted
  block 106/216 inverted
  block 107/216 inverted
  block 108/216 inverted
  block 109/216 inverted
  block 110/216 inverted
  block 111/216 inverted
  block 112/216 inverted
  block 113/216 inverted
  block 114/216 inverted
  block 115/216 inverted
  block 116/216 inverted
  block 117/216 inverted
  block 118/216 inverted
  block 119/216 inverted
  block 120/216 inverted
  block 121/216 inverted
  block 122/216 inverted
  block 123/216 inverted
  block 124/216 inverted
  block 125/216 inverted
  block 126/216 inverted
  block 127/216 inverted
  block 128/216 inverted
  block 129/216 inverted
  block 130/216 inverted
  block 131/216 inverted
  block 132/216 inverted
  block 133/216 inverted
  block 134/216 inverted
  block 135/216 inverted
  block 136/216 inverted
  block 137/216 inverted
  block 138/216 inverted
  block 139/216 inverted
  block 140/216 inverted
  block 141/216 inverted
  block 142/216 inverted
  block 143/216 inverted
  block 144/216 inverted
  block 145/216 inverted
  block 146/216 inverted
  block 147/216 inverted
  block 148/216 inverted
  block 149/216 inverted
  block 150/216 inverted
  block 151/216 inverted
  block 152/216 inverted
  block 153/216 inverted
  block 154/216 inverted
  block 155/216 inverted
  block 156/216 inverted
  block 157/216 inverted
  block 158/216 inverted
  block 159/216 inverted
  block 160/216 inverted
  block 161/216 inverted
  block 162/216 inverted
  block 163/216 inverted
  block 164/216 inverted
  block 165/216 inverted
  block 166/216 inverted
  block 167/216 inverted
  block 168/216 inverted
  block 169/216 inverted
  block 170/216 inverted
  block 171/216 inverted
  block 172/216 inverted
  block 173/216 inverted
  block 174/216 inverted
  block 175/216 inverted
  block 176/216 inverted
  block 177/216 inverted
  block 178/216 inverted
  block 179/216 inverted
  block 180/216 inverted
  block 181/216 inverted
  block 182/216 inverted
  block 183/216 inverted
  block 184/216 inverted
  block 185/216 inverted
  block 186/216 inverted
  block 187/216 inverted
  block 188/216 inverted
  block 189/216 inverted
  block 190/216 inverted
  block 191/216 inverted
  block 192/216 inverted
  block 193/216 inverted

  block 194/216 inverted
  block 195/216 inverted
  block 196/216 inverted
  block 197/216 inverted
  block 198/216 inverted
  block 199/216 inverted
  block 200/216 inverted
  block 201/216 inverted
  block 202/216 inverted
  block 203/216 inverted
  block 204/216 inverted
  block 205/216 inverted
  block 206/216 inverted
  block 207/216 inverted
  block 208/216 inverted
  block 209/216 inverted
  block 210/216 inverted
  block 211/216 inverted
  block 212/216 inverted
  block 213/216 inverted
  block 214/216 inverted
  block 215/216 inverted
  block 216/216 inverted
...inverse calculated
Taking inverse of xTx...
  block 1/217 inverted
  block 2/217 inverted
  block 3/217 inverted
  block 4/217 inverted
  block 5/217 inverted
  block 6/217 inverted
  block 7/217 inverted
  block 8/217 inverted
  block 9/217 inverted
  block 10/217 inverted
  block 11/217 inverted
  block 12/217 inverted
Taking inverse of xTx...
  block 13/217 inverted
  block 14/217 inverted
  block 15/217 inverted
  block 16/217 inverted
  block 17/217 inverted
  block 18/217 inverted
  block 19/217 inverted
  block 20/217 inverted
  block 21/217 inverted
  block 22/217 inverted
  block 1/216 inverted
  block 23/217 inverted
  block 24/217 inverted
  block 2/216 inverted
  block 25/217 inverted
  block 26/217 inverted
  block 3/216 inverted  block 27/217 inverted

  block 28/217 inverted
  block 29/217 inverted
  block 30/217 inverted
  block 4/216 inverted
  block 31/217 inverted
  block 5/216 inverted  block 32/217 inverted

  block 33/217 inverted  block 6/216 inverted

  block 7/216 inverted
  block 34/217 inverted
  block 35/217 inverted
  block 8/216 inverted
  block 36/217 inverted
  block 37/217 inverted  block 9/216 inverted

  block 38/217 inverted
  block 39/217 inverted
  block 10/216 inverted
  block 40/217 inverted
  block 41/217 inverted
  block 11/216 inverted
  block 42/217 inverted
  block 43/217 inverted
  block 12/216 inverted
  block 44/217 inverted
  block 13/216 inverted
  block 45/217 inverted
  block 46/217 inverted
  block 47/217 inverted
  block 14/216 inverted
  block 48/217 inverted
  block 49/217 inverted
  block 15/216 inverted
  block 50/217 inverted
  block 51/217 inverted
  block 16/216 inverted
  block 52/217 inverted
  block 17/216 inverted
  block 53/217 inverted
  block 54/217 inverted
  block 18/216 inverted
  block 55/217 inverted
  block 19/216 inverted
  block 56/217 inverted
  block 57/217 inverted
  block 58/217 inverted
  block 59/217 inverted
  block 60/217 inverted
  block 61/217 inverted
  block 62/217 inverted
  block 63/217 inverted
  block 64/217 inverted
  block 20/216 inverted
  block 65/217 inverted
  block 66/217 inverted
  block 21/216 inverted
  block 67/217 inverted
  block 68/217 inverted
  block 69/217 inverted  block 22/216 inverted
  block 23/216 inverted
  block 24/216 inverted
  block 25/216 inverted
  block 26/216 inverted

  block 27/216 inverted
  block 70/217 inverted
Taking inverse of xTx...
  block 28/216 inverted
  block 71/217 inverted
  block 72/217 inverted
  block 29/216 inverted
  block 73/217 inverted
  block 74/217 inverted
  block 30/216 inverted
  block 75/217 inverted
  block 76/217 inverted
  block 31/216 inverted
  block 77/217 inverted  block 32/216 inverted
  block 33/216 inverted
  block 34/216 inverted
  block 35/216 inverted

  block 78/217 inverted
  block 36/216 inverted
  block 79/217 inverted
  block 37/216 inverted
  block 80/217 inverted
  block 81/217 inverted
  block 82/217 inverted
  block 83/217 inverted
  block 84/217 inverted
  block 85/217 inverted
  block 38/216 inverted
  block 86/217 inverted
  block 87/217 inverted
  block 88/217 inverted
  block 89/217 inverted
  block 90/217 inverted
  block 1/216 inverted
  block 91/217 inverted
  block 39/216 inverted
  block 92/217 inverted  block 40/216 inverted

  block 41/216 inverted  block 93/217 inverted
  block 94/217 inverted
  block 95/217 inverted

  block 42/216 inverted
  block 43/216 inverted
  block 44/216 inverted
  block 96/217 inverted
  block 97/217 inverted
  block 98/217 inverted  block 2/216 inverted
  block 45/216 inverted
  block 46/216 inverted
  block 47/216 inverted
  block 99/217 inverted
  block 100/217 inverted

  block 48/216 inverted
  block 49/216 inverted
  block 50/216 inverted
  block 51/216 inverted  block 101/217 inverted
  block 102/217 inverted
  block 103/217 inverted
  block 3/216 inverted

  block 104/217 inverted
  block 52/216 inverted
  block 105/217 inverted  block 53/216 inverted
  block 54/216 inverted
  block 106/217 inverted

  block 107/217 inverted  block 55/216 inverted
  block 56/216 inverted
  block 57/216 inverted
  block 58/216 inverted
  block 59/216 inverted
  block 108/217 inverted
  block 109/217 inverted
  block 110/217 inverted
  block 60/216 inverted
  block 61/216 inverted

  block 62/216 inverted  block 111/217 inverted

  block 112/217 inverted  block 63/216 inverted

  block 64/216 inverted
  block 4/216 inverted
  block 113/217 inverted  block 65/216 inverted
  block 66/216 inverted
  block 67/216 inverted
  block 68/216 inverted
  block 69/216 inverted

  block 70/216 inverted
  block 114/217 inverted
  block 71/216 inverted
  block 115/217 inverted  block 72/216 inverted
  block 73/216 inverted
  block 74/216 inverted
  block 75/216 inverted
  block 76/216 inverted
  block 77/216 inverted
  block 78/216 inverted

  block 79/216 inverted
  block 116/217 inverted
  block 80/216 inverted
  block 5/216 inverted
  block 117/217 inverted
  block 81/216 inverted
  block 118/217 inverted
  block 82/216 inverted
  block 83/216 inverted
  block 84/216 inverted
  block 85/216 inverted
  block 86/216 inverted
  block 87/216 inverted
  block 88/216 inverted
  block 89/216 inverted
  block 119/217 inverted
  block 90/216 inverted
  block 120/217 inverted
  block 91/216 inverted
  block 121/217 inverted
  block 92/216 inverted
  block 93/216 inverted
  block 94/216 inverted
  block 6/216 inverted
  block 95/216 inverted
  block 96/216 inverted
  block 122/217 inverted
  block 7/216 inverted
  block 123/217 inverted
  block 124/217 inverted
  block 97/216 inverted
  block 98/216 inverted
  block 99/216 inverted
  block 100/216 inverted
  block 101/216 inverted
  block 102/216 inverted
  block 103/216 inverted
Taking inverse of xTx...  block 125/217 inverted

  block 104/216 inverted
  block 126/217 inverted
  block 105/216 inverted
  block 106/216 inverted
  block 107/216 inverted
  block 108/216 inverted
  block 8/216 inverted
  block 109/216 inverted
  block 110/216 inverted
  block 127/217 inverted
  block 111/216 inverted
  block 128/217 inverted
  block 129/217 inverted
  block 112/216 inverted
  block 113/216 inverted
  block 114/216 inverted
  block 115/216 inverted
  block 116/216 inverted
  block 117/216 inverted
  block 118/216 inverted
  block 119/216 inverted
  block 120/216 inverted
  block 121/216 inverted
  block 122/216 inverted
  block 130/217 inverted
  block 9/216 inverted
  block 123/216 inverted
  block 131/217 inverted
  block 124/216 inverted
  block 132/217 inverted
  block 125/216 inverted
  block 133/217 inverted  block 126/216 inverted
  block 127/216 inverted
  block 134/217 inverted
  block 135/217 inverted

  block 128/216 inverted
  block 129/216 inverted
  block 130/216 inverted
  block 131/216 inverted
  block 10/216 inverted
  block 132/216 inverted
  block 133/216 inverted
  block 11/216 inverted
  block 134/216 inverted
  block 1/216 inverted
  block 135/216 inverted
  block 136/216 inverted
  block 137/216 inverted
  block 136/217 inverted
  block 138/216 inverted
  block 137/217 inverted
  block 139/216 inverted
  block 138/217 inverted
  block 140/216 inverted
  block 141/216 inverted
  block 142/216 inverted
  block 143/216 inverted
  block 144/216 inverted
  block 12/216 inverted
  block 145/216 inverted
  block 146/216 inverted
  block 147/216 inverted
  block 148/216 inverted
  block 149/216 inverted
  block 150/216 inverted
  block 151/216 inverted
  block 152/216 inverted
  block 153/216 inverted
  block 13/216 inverted
  block 154/216 inverted
  block 155/216 inverted
  block 2/216 inverted
  block 139/217 inverted
  block 156/216 inverted

  block 140/217 inverted
  block 157/216 inverted
  block 158/216 inverted
  block 141/217 inverted
  block 159/216 inverted
  block 142/217 inverted
  block 160/216 inverted
  block 143/217 inverted
  block 161/216 inverted
  block 144/217 inverted
  block 162/216 inverted
  block 145/217 inverted
  block 163/216 inverted
  block 164/216 inverted
  block 165/216 inverted
  block 146/217 inverted
  block 166/216 inverted
  block 167/216 inverted
  block 147/217 inverted
  block 168/216 inverted
  block 169/216 inverted
  block 170/216 inverted
  block 3/216 inverted
  block 171/216 inverted
  block 148/217 inverted
  block 172/216 inverted
  block 149/217 inverted
  block 14/216 inverted
  block 173/216 inverted
  block 174/216 inverted
  block 175/216 inverted
  block 15/216 inverted
  block 176/216 inverted
  block 150/217 inverted
  block 177/216 inverted
  block 151/217 inverted
  block 178/216 inverted
  block 152/217 inverted
  block 179/216 inverted
  block 153/217 inverted
  block 180/216 inverted
  block 181/216 inverted
  block 182/216 inverted
  block 183/216 inverted
  block 154/217 inverted
  block 155/217 inverted
  block 184/216 inverted
  block 156/217 inverted
  block 185/216 inverted
  block 16/216 inverted
  block 186/216 inverted
  block 187/216 inverted
  block 188/216 inverted
  block 157/217 inverted
  block 189/216 inverted  block 4/216 inverted
  block 190/216 inverted

  block 158/217 inverted
  block 159/217 inverted
  block 160/217 inverted
  block 161/217 inverted
  block 162/217 inverted  block 5/216 inverted
  block 191/216 inverted
  block 163/217 inverted
  block 192/216 inverted
  block 164/217 inverted

  block 193/216 inverted
  block 165/217 inverted  block 194/216 inverted
  block 195/216 inverted
  block 196/216 inverted

  block 197/216 inverted
  block 166/217 inverted
  block 198/216 inverted
  block 167/217 inverted  block 199/216 inverted

  block 168/217 inverted  block 200/216 inverted

  block 201/216 inverted
  block 202/216 inverted  block 169/217 inverted

  block 170/217 inverted
  block 203/216 inverted  block 17/216 inverted

  block 204/216 inverted
  block 6/216 inverted
  block 171/217 inverted
  block 205/216 inverted  block 172/217 inverted

  block 206/216 inverted
  block 173/217 inverted
  block 207/216 inverted
  block 208/216 inverted  block 7/216 inverted
  block 174/217 inverted

  block 209/216 inverted
  block 18/216 inverted
  block 210/216 inverted
  block 211/216 inverted
  block 8/216 inverted
  block 212/216 inverted  block 175/217 inverted
  block 176/217 inverted

  block 213/216 inverted
  block 214/216 inverted
  block 215/216 inverted  block 9/216 inverted
  block 19/216 inverted
  block 177/217 inverted

  block 178/217 inverted
  block 216/216 inverted
...inverse calculated
  block 179/217 inverted
  block 10/216 inverted  block 20/216 inverted
  block 180/217 inverted

  block 181/217 inverted
  block 182/217 inverted
  block 11/216 inverted  block 183/217 inverted  block 21/216 inverted

  block 184/217 inverted

  block 22/216 inverted  block 185/217 inverted
  block 186/217 inverted

  block 187/217 inverted  block 23/216 inverted
  block 12/216 inverted
  block 188/217 inverted
  block 189/217 inverted  block 13/216 inverted

  block 190/217 inverted

  block 191/217 inverted  block 24/216 inverted

  block 25/216 inverted  block 14/216 inverted

  block 192/217 inverted
  block 26/216 inverted  block 193/217 inverted

  block 27/216 inverted  block 194/217 inverted
  block 195/217 inverted
  block 196/217 inverted
  block 197/217 inverted
  block 15/216 inverted

  block 198/217 inverted  block 28/216 inverted
  block 29/216 inverted

  block 199/217 inverted
  block 30/216 inverted  block 200/217 inverted
  block 201/217 inverted  block 16/216 inverted

  block 202/217 inverted

  block 203/217 inverted
  block 31/216 inverted
  block 32/216 inverted  block 17/216 inverted
  block 204/217 inverted
  block 205/217 inverted

  block 206/217 inverted
  block 33/216 inverted  block 207/217 inverted

  block 18/216 inverted  block 34/216 inverted  block 208/217 inverted

  block 209/217 inverted  block 35/216 inverted

  block 210/217 inverted
  block 211/217 inverted

  block 36/216 inverted  block 212/217 inverted

  block 213/217 inverted
  block 37/216 inverted  block 214/217 inverted

  block 19/216 inverted
  block 215/217 inverted  block 38/216 inverted
  block 39/216 inverted
  block 40/216 inverted

  block 41/216 inverted  block 20/216 inverted
  block 216/217 inverted

  block 217/217 inverted
...inverse calculated
  block 42/216 inverted
  block 43/216 inverted
  block 44/216 inverted  block 21/216 inverted

  block 45/216 inverted
  block 46/216 inverted  block 22/216 inverted

  block 47/216 inverted
  block 48/216 inverted
  block 23/216 inverted
  block 24/216 inverted
  block 25/216 inverted
  block 26/216 inverted
  block 27/216 inverted
  block 49/216 inverted
  block 50/216 inverted  block 28/216 inverted

  block 29/216 inverted
  block 51/216 inverted
  block 52/216 inverted  block 30/216 inverted

  block 31/216 inverted
  block 53/216 inverted  block 32/216 inverted

  block 33/216 inverted  block 54/216 inverted
  block 55/216 inverted
  block 34/216 inverted

  block 56/216 inverted  block 35/216 inverted

  block 57/216 inverted
  block 36/216 inverted
  block 37/216 inverted  block 58/216 inverted

  block 38/216 inverted
  block 59/216 inverted  block 39/216 inverted

  block 60/216 inverted  block 40/216 inverted

  block 41/216 inverted
  block 61/216 inverted  block 42/216 inverted

  block 43/216 inverted
  block 62/216 inverted
  block 63/216 inverted  block 44/216 inverted
  block 45/216 inverted

  block 64/216 inverted  block 46/216 inverted
  block 47/216 inverted

  block 65/216 inverted
  block 66/216 inverted  block 48/216 inverted
  block 49/216 inverted

  block 67/216 inverted
  block 68/216 inverted
  block 69/216 inverted  block 50/216 inverted

  block 70/216 inverted
  block 71/216 inverted  block 51/216 inverted

  block 72/216 inverted  block 52/216 inverted

  block 73/216 inverted
  block 74/216 inverted
  block 75/216 inverted  block 53/216 inverted

  block 76/216 inverted
  block 77/216 inverted  block 54/216 inverted

  block 78/216 inverted
  block 79/216 inverted  block 55/216 inverted

  block 80/216 inverted
  block 56/216 inverted  block 81/216 inverted

  block 82/216 inverted  block 57/216 inverted

  block 83/216 inverted  block 58/216 inverted

  block 84/216 inverted
  block 85/216 inverted
  block 86/216 inverted
  block 59/216 inverted  block 87/216 inverted

  block 60/216 inverted  block 88/216 inverted

  block 89/216 inverted
  block 61/216 inverted
  block 90/216 inverted
  block 62/216 inverted
  block 91/216 inverted  block 63/216 inverted
  block 64/216 inverted

  block 92/216 inverted
  block 93/216 inverted  block 65/216 inverted

  block 94/216 inverted
  block 66/216 inverted
  block 95/216 inverted  block 67/216 inverted

  block 96/216 inverted
  block 68/216 inverted
  block 97/216 inverted  block 69/216 inverted

  block 98/216 inverted
  block 70/216 inverted
  block 99/216 inverted  block 71/216 inverted

  block 100/216 inverted
  block 101/216 inverted  block 72/216 inverted

  block 102/216 inverted  block 73/216 inverted

  block 74/216 inverted  block 103/216 inverted
  block 75/216 inverted

  block 104/216 inverted
  block 76/216 inverted  block 105/216 inverted
  block 106/216 inverted
  block 77/216 inverted
  block 78/216 inverted

  block 107/216 inverted
  block 79/216 inverted
  block 108/216 inverted
  block 109/216 inverted  block 80/216 inverted
  block 81/216 inverted

  block 82/216 inverted
  block 110/216 inverted
  block 111/216 inverted
  block 112/216 inverted  block 83/216 inverted

  block 84/216 inverted
  block 113/216 inverted  block 85/216 inverted

1000 / 10000 iterations complete (0 variables selected)
  block 86/216 inverted
  block 114/216 inverted  block 87/216 inverted
  block 88/216 inverted

  block 89/216 inverted  block 115/216 inverted
  block 90/216 inverted
  block 91/216 inverted
  block 92/216 inverted

  block 93/216 inverted
  block 116/216 inverted
  block 117/216 inverted
  block 118/216 inverted
  block 119/216 inverted
  block 120/216 inverted
  block 121/216 inverted
  block 122/216 inverted
  block 123/216 inverted
  block 124/216 inverted
  block 125/216 inverted
  block 126/216 inverted
  block 127/216 inverted
  block 128/216 inverted
  block 129/216 inverted
  block 130/216 inverted  block 94/216 inverted

  block 95/216 inverted  block 131/216 inverted

  block 132/216 inverted
  block 133/216 inverted  block 96/216 inverted
  block 97/216 inverted
  block 134/216 inverted
  block 135/216 inverted

  block 136/216 inverted
  block 137/216 inverted
  block 138/216 inverted  block 98/216 inverted

  block 139/216 inverted
  block 99/216 inverted
  block 140/216 inverted
  block 141/216 inverted
  block 142/216 inverted
  block 100/216 inverted

  block 143/216 inverted
  block 144/216 inverted
  block 101/216 inverted
  block 145/216 inverted
  block 146/216 inverted
  block 147/216 inverted  block 102/216 inverted

  block 148/216 inverted
  block 149/216 inverted
  block 103/216 inverted
  block 150/216 inverted
  block 151/216 inverted  block 104/216 inverted

  block 152/216 inverted  block 105/216 inverted

  block 153/216 inverted
  block 154/216 inverted
  block 155/216 inverted
  block 156/216 inverted
  block 106/216 inverted
  block 157/216 inverted
  block 158/216 inverted
  block 159/216 inverted  block 107/216 inverted

  block 108/216 inverted
  block 109/216 inverted
  block 110/216 inverted  block 160/216 inverted
  block 161/216 inverted

  block 111/216 inverted
  block 162/216 inverted
  block 112/216 inverted
  block 163/216 inverted  block 113/216 inverted

  block 164/216 inverted  block 114/216 inverted

  block 165/216 inverted
  block 115/216 inverted
  block 116/216 inverted
  block 166/216 inverted  block 117/216 inverted
  block 118/216 inverted

  block 167/216 inverted
  block 168/216 inverted
  block 119/216 inverted
  block 169/216 inverted  block 120/216 inverted
  block 121/216 inverted
  block 122/216 inverted

  block 123/216 inverted
  block 170/216 inverted
  block 171/216 inverted  block 124/216 inverted
  block 125/216 inverted

  block 126/216 inverted
  block 172/216 inverted
  block 127/216 inverted  block 173/216 inverted
  block 174/216 inverted
  block 175/216 inverted

  block 128/216 inverted
  block 129/216 inverted
  block 176/216 inverted
  block 177/216 inverted
  block 130/216 inverted
  block 131/216 inverted
  block 178/216 inverted
  block 132/216 inverted
  block 133/216 inverted
  block 134/216 inverted
  block 135/216 inverted
  block 136/216 inverted
  block 137/216 inverted
  block 138/216 inverted
  block 179/216 inverted  block 139/216 inverted
  block 140/216 inverted
  block 141/216 inverted
  block 142/216 inverted
  block 143/216 inverted
  block 144/216 inverted
  block 145/216 inverted
  block 146/216 inverted

  block 147/216 inverted
  block 180/216 inverted
  block 148/216 inverted
  block 181/216 inverted
  block 149/216 inverted
  block 182/216 inverted
  block 150/216 inverted
  block 183/216 inverted
  block 151/216 inverted  block 184/216 inverted

  block 152/216 inverted  block 185/216 inverted

  block 186/216 inverted
  block 153/216 inverted
  block 187/216 inverted
  block 154/216 inverted
  block 188/216 inverted  block 155/216 inverted

  block 156/216 inverted
  block 189/216 inverted
  block 157/216 inverted
  block 190/216 inverted
  block 191/216 inverted  block 158/216 inverted
  block 159/216 inverted
  block 160/216 inverted
  block 161/216 inverted

  block 162/216 inverted
  block 192/216 inverted
  block 193/216 inverted
  block 163/216 inverted
  block 164/216 inverted
  block 165/216 inverted
  block 166/216 inverted
  block 167/216 inverted
  block 194/216 inverted
  block 168/216 inverted
  block 169/216 inverted
  block 170/216 inverted
  block 171/216 inverted
  block 172/216 inverted
  block 173/216 inverted
  block 195/216 inverted
  block 174/216 inverted
  block 196/216 inverted
  block 197/216 inverted
  block 175/216 inverted
  block 198/216 inverted
  block 176/216 inverted
  block 199/216 inverted
  block 200/216 inverted
  block 177/216 inverted
  block 178/216 inverted
  block 179/216 inverted
  block 180/216 inverted  block 201/216 inverted
  block 202/216 inverted

  block 181/216 inverted  block 203/216 inverted

  block 204/216 inverted  block 182/216 inverted

  block 183/216 inverted  block 205/216 inverted

  block 206/216 inverted  block 184/216 inverted
  block 185/216 inverted

  block 207/216 inverted
  block 208/216 inverted
  block 209/216 inverted  block 186/216 inverted

  block 210/216 inverted
  block 211/216 inverted
  block 212/216 inverted  block 187/216 inverted

  block 213/216 inverted
  block 214/216 inverted
  block 188/216 inverted  block 215/216 inverted
  block 216/216 inverted
...inverse calculated

  block 189/216 inverted
  block 190/216 inverted
  block 191/216 inverted
  block 192/216 inverted
  block 193/216 inverted
  block 194/216 inverted
  block 195/216 inverted
  block 196/216 inverted
  block 197/216 inverted
  block 198/216 inverted
  block 199/216 inverted
  block 200/216 inverted
  block 201/216 inverted
  block 202/216 inverted
  block 203/216 inverted
  block 204/216 inverted
  block 205/216 inverted
  block 206/216 inverted
  block 207/216 inverted
  block 208/216 inverted
  block 209/216 inverted
  block 210/216 inverted
  block 211/216 inverted
  block 212/216 inverted
  block 213/216 inverted
  block 214/216 inverted
  block 215/216 inverted
  block 216/216 inverted
...inverse calculated
Taking inverse of xTx...
  block 1/216 inverted
  block 2/216 inverted
  block 3/216 inverted
  block 4/216 inverted
  block 5/216 inverted
  block 6/216 inverted
  block 7/216 inverted
  block 8/216 inverted
  block 9/216 inverted
  block 10/216 inverted
  block 11/216 inverted
  block 12/216 inverted
  block 13/216 inverted
  block 14/216 inverted
  block 15/216 inverted
  block 16/216 inverted
  block 17/216 inverted
  block 18/216 inverted
  block 19/216 inverted
  block 20/216 inverted
  block 21/216 inverted
  block 22/216 inverted
  block 23/216 inverted
  block 24/216 inverted
  block 25/216 inverted
  block 26/216 inverted
  block 27/216 inverted
  block 28/216 inverted
  block 29/216 inverted
  block 30/216 inverted
  block 31/216 inverted
  block 32/216 inverted
  block 33/216 inverted
  block 34/216 inverted
  block 35/216 inverted
  block 36/216 inverted
  block 37/216 inverted
  block 38/216 inverted
  block 39/216 inverted
  block 40/216 inverted
  block 41/216 inverted
  block 42/216 inverted
  block 43/216 inverted
  block 44/216 inverted
  block 45/216 inverted
  block 46/216 inverted
  block 47/216 inverted
  block 48/216 inverted
  block 49/216 inverted
  block 50/216 inverted
  block 51/216 inverted
  block 52/216 inverted
  block 53/216 inverted
  block 54/216 inverted
  block 55/216 inverted
  block 56/216 inverted
  block 57/216 inverted
  block 58/216 inverted
  block 59/216 inverted
  block 60/216 inverted
  block 61/216 inverted
  block 62/216 inverted
  block 63/216 inverted
  block 64/216 inverted
  block 65/216 inverted
  block 66/216 inverted
  block 67/216 inverted
  block 68/216 inverted
  block 69/216 inverted
  block 70/216 inverted
  block 71/216 inverted
  block 72/216 inverted
  block 73/216 inverted
  block 74/216 inverted
  block 75/216 inverted
  block 76/216 inverted
  block 77/216 inverted
  block 78/216 inverted
  block 79/216 inverted
  block 80/216 inverted
  block 81/216 inverted
  block 82/216 inverted
  block 83/216 inverted
  block 84/216 inverted
  block 85/216 inverted
  block 86/216 inverted
  block 87/216 inverted
  block 88/216 inverted
  block 89/216 inverted
  block 90/216 inverted
  block 91/216 inverted
  block 92/216 inverted
  block 93/216 inverted
  block 94/216 inverted
  block 95/216 inverted
  block 96/216 inverted
  block 97/216 inverted
  block 98/216 inverted
  block 99/216 inverted
  block 100/216 inverted
  block 101/216 inverted
  block 102/216 inverted
  block 103/216 inverted
  block 104/216 inverted
  block 105/216 inverted
  block 106/216 inverted
  block 107/216 inverted
  block 108/216 inverted
  block 109/216 inverted
  block 110/216 inverted
  block 111/216 inverted
  block 112/216 inverted
  block 113/216 inverted
  block 114/216 inverted
2000 / 10000 iterations complete (0 variables selected)
  block 115/216 inverted
  block 116/216 inverted
  block 117/216 inverted
  block 118/216 inverted
  block 119/216 inverted
  block 120/216 inverted
  block 121/216 inverted
  block 122/216 inverted
  block 123/216 inverted
  block 124/216 inverted
  block 125/216 inverted
  block 126/216 inverted
  block 127/216 inverted
  block 128/216 inverted
  block 129/216 inverted
  block 130/216 inverted
  block 131/216 inverted
  block 132/216 inverted
  block 133/216 inverted
  block 134/216 inverted
  block 135/216 inverted
  block 136/216 inverted
  block 137/216 inverted
  block 138/216 inverted
  block 139/216 inverted
  block 140/216 inverted
  block 141/216 inverted
  block 142/216 inverted
  block 143/216 inverted
  block 144/216 inverted
  block 145/216 inverted
  block 146/216 inverted
  block 147/216 inverted
  block 148/216 inverted
  block 149/216 inverted
  block 150/216 inverted
  block 151/216 inverted
  block 152/216 inverted
  block 153/216 inverted
1000 / 10000 iterations complete (0 variables selected)  block 154/216 inverted

  block 155/216 inverted
  block 156/216 inverted
  block 157/216 inverted
  block 158/216 inverted
  block 159/216 inverted
  block 160/216 inverted
  block 161/216 inverted
  block 162/216 inverted
  block 163/216 inverted
  block 164/216 inverted
  block 165/216 inverted
  block 166/216 inverted
  block 167/216 inverted

  block 168/216 inverted
  block 169/216 inverted
  block 170/216 inverted
  block 171/216 inverted
  block 172/216 inverted
  block 173/216 inverted
  block 174/216 inverted
  block 175/216 inverted
  block 176/216 inverted
  block 177/216 inverted
  block 178/216 inverted
  block 179/216 inverted
  block 180/216 inverted
  block 181/216 inverted
  block 182/216 inverted
  block 183/216 inverted
  block 184/216 inverted
  block 185/216 inverted
  block 186/216 inverted
  block 187/216 inverted
  block 188/216 inverted
  block 189/216 inverted
  block 190/216 inverted
  block 191/216 inverted
  block 192/216 inverted
  block 193/216 inverted
  block 194/216 inverted
  block 195/216 inverted
  block 196/216 inverted
  block 197/216 inverted
  block 198/216 inverted
  block 199/216 inverted
  block 200/216 inverted
  block 201/216 inverted
  block 202/216 inverted
  block 203/216 inverted
  block 204/216 inverted
  block 205/216 inverted
  block 206/216 inverted
  block 207/216 inverted
  block 208/216 inverted
  block 209/216 inverted
  block 210/216 inverted
  block 211/216 inverted
  block 212/216 inverted
  block 213/216 inverted
  block 214/216 inverted
  block 215/216 inverted
  block 216/216 inverted
...inverse calculated
1000 / 10000 iterations complete (1 variables selected)
1000 / 10000 iterations complete (0 variables selected)
1000 / 10000 iterations complete (0 variables selected)
1000 / 10000 iterations complete (0 variables selected)
Taking inverse of xTx...
  block 1/216 inverted
  block 2/216 inverted
  block 3/216 inverted
  block 4/216 inverted
  block 5/216 inverted
  block 6/216 inverted
  block 7/216 inverted
  block 8/216 inverted
  block 9/216 inverted
  block 10/216 inverted
  block 11/216 inverted
  block 12/216 inverted
  block 13/216 inverted
  block 14/216 inverted
  block 15/216 inverted
  block 16/216 inverted
  block 17/216 inverted
  block 18/216 inverted
  block 19/216 inverted
  block 20/216 inverted
  block 21/216 inverted
  block 22/216 inverted
  block 23/216 inverted
  block 24/216 inverted
  block 25/216 inverted
  block 26/216 inverted2000 / 10000 iterations complete (0 variables selected)

  block 27/216 inverted
  block 28/216 inverted
  block 29/216 inverted
  block 30/216 inverted
  block 31/216 inverted
  block 32/216 inverted
  block 33/216 inverted
  block 34/216 inverted
  block 35/216 inverted
  block 36/216 inverted
  block 37/216 inverted
  block 38/216 inverted
  block 39/216 inverted
  block 40/216 inverted
  block 41/216 inverted
  block 42/216 inverted
  block 43/216 inverted
  block 44/216 inverted
  block 45/216 inverted
  block 46/216 inverted
  block 47/216 inverted
  block 48/216 inverted
  block 49/216 inverted
  block 50/216 inverted
  block 51/216 inverted
  block 52/216 inverted
  block 53/216 inverted
  block 54/216 inverted
  block 55/216 inverted
  block 56/216 inverted
  block 57/216 inverted
  block 58/216 inverted
  block 59/216 inverted
  block 60/216 inverted
  block 61/216 inverted
  block 62/216 inverted
  block 63/216 inverted
  block 64/216 inverted
  block 65/216 inverted
  block 66/216 inverted
  block 67/216 inverted
  block 68/216 inverted
  block 69/216 inverted
  block 70/216 inverted
  block 71/216 inverted
  block 72/216 inverted
  block 73/216 inverted
  block 74/216 inverted
  block 75/216 inverted
  block 76/216 inverted
  block 77/216 inverted
  block 78/216 inverted
  block 79/216 inverted
  block 80/216 inverted
  block 81/216 inverted
  block 82/216 inverted
  block 83/216 inverted
  block 84/216 inverted
  block 85/216 inverted
  block 86/216 inverted
  block 87/216 inverted
  block 88/216 inverted
  block 89/216 inverted
  block 90/216 inverted
  block 91/216 inverted
  block 92/216 inverted
  block 93/216 inverted
  block 94/216 inverted
  block 95/216 inverted
  block 96/216 inverted
  block 97/216 inverted
  block 98/216 inverted
  block 99/216 inverted
  block 100/216 inverted
  block 101/216 inverted
  block 102/216 inverted
  block 103/216 inverted
  block 104/216 inverted
  block 105/216 inverted
  block 106/216 inverted
  block 107/216 inverted
  block 108/216 inverted
  block 109/216 inverted
  block 110/216 inverted
  block 111/216 inverted
  block 112/216 inverted
  block 113/216 inverted
  block 114/216 inverted
  block 115/216 inverted
  block 116/216 inverted
  block 117/216 inverted
  block 118/216 inverted
  block 119/216 inverted
  block 120/216 inverted
  block 121/216 inverted
  block 122/216 inverted
  block 123/216 inverted
  block 124/216 inverted
  block 125/216 inverted
  block 126/216 inverted
  block 127/216 inverted
  block 128/216 inverted
  block 129/216 inverted
  block 130/216 inverted
  block 131/216 inverted
  block 132/216 inverted
  block 133/216 inverted
  block 134/216 inverted
  block 135/216 inverted
  block 136/216 inverted
  block 137/216 inverted
  block 138/216 inverted
  block 139/216 inverted
  block 140/216 inverted
  block 141/216 inverted
  block 142/216 inverted
1000 / 10000 iterations complete (0 variables selected)
  block 143/216 inverted
  block 144/216 inverted
  block 145/216 inverted
  block 146/216 inverted
  block 147/216 inverted
  block 148/216 inverted
  block 149/216 inverted
  block 150/216 inverted
  block 151/216 inverted
  block 152/216 inverted
  block 153/216 inverted
  block 154/216 inverted
  block 155/216 inverted
  block 156/216 inverted
  block 157/216 inverted
  block 158/216 inverted
  block 159/216 inverted
  block 160/216 inverted
  block 161/216 inverted
  block 162/216 inverted
  block 163/216 inverted
  block 164/216 inverted
  block 165/216 inverted
  block 166/216 inverted
  block 167/216 inverted
3000 / 10000 iterations complete (1 variables selected)  block 168/216 inverted

  block 169/216 inverted
2000 / 10000 iterations complete (0 variables selected)  block 170/216 inverted
  block 171/216 inverted
  block 172/216 inverted

  block 173/216 inverted
  block 174/216 inverted
  block 175/216 inverted
  block 176/216 inverted
  block 177/216 inverted
  block 178/216 inverted
  block 179/216 inverted
  block 180/216 inverted
  block 181/216 inverted
  block 182/216 inverted
  block 183/216 inverted
  block 184/216 inverted
  block 185/216 inverted
  block 186/216 inverted
  block 187/216 inverted
  block 188/216 inverted
  block 189/216 inverted
  block 190/216 inverted
  block 191/216 inverted
  block 192/216 inverted
  block 193/216 inverted
  block 194/216 inverted
  block 195/216 inverted
  block 196/216 inverted
  block 197/216 inverted
  block 198/216 inverted
  block 199/216 inverted
  block 200/216 inverted
  block 201/216 inverted
  block 202/216 inverted
  block 203/216 inverted
  block 204/216 inverted
  block 205/216 inverted
  block 206/216 inverted
  block 207/216 inverted
  block 208/216 inverted
  block 209/216 inverted
  block 210/216 inverted
  block 211/216 inverted
  block 212/216 inverted
  block 213/216 inverted
  block 214/216 inverted
  block 215/216 inverted
  block 216/216 inverted
...inverse calculated
2000 / 10000 iterations complete (0 variables selected)
2000 / 10000 iterations complete (0 variables selected)
2000 / 10000 iterations complete (0 variables selected)
2000 / 10000 iterations complete (0 variables selected)
3000 / 10000 iterations complete (0 variables selected)
3000 / 10000 iterations complete (0 variables selected)
1000 / 10000 iterations complete (0 variables selected)
4000 / 10000 iterations complete (1 variables selected)
3000 / 10000 iterations complete (0 variables selected)
3000 / 10000 iterations complete (0 variables selected)
3000 / 10000 iterations complete (0 variables selected)
3000 / 10000 iterations complete (0 variables selected)
4000 / 10000 iterations complete (0 variables selected)
4000 / 10000 iterations complete (0 variables selected)
4000 / 10000 iterations complete (0 variables selected)
5000 / 10000 iterations complete (1 variables selected)
2000 / 10000 iterations complete (0 variables selected)
4000 / 10000 iterations complete (0 variables selected)
4000 / 10000 iterations complete (0 variables selected)
4000 / 10000 iterations complete (0 variables selected)
5000 / 10000 iterations complete (0 variables selected)
5000 / 10000 iterations complete (0 variables selected)

6000 / 10000 iterations complete (1 variables selected)
5000 / 10000 iterations complete (0 variables selected)
5000 / 10000 iterations complete (1 variables selected)
3000 / 10000 iterations complete (0 variables selected)
5000 / 10000 iterations complete (0 variables selected)
6000 / 10000 iterations complete (0 variables selected)
5000 / 10000 iterations complete (0 variables selected)
6000 / 10000 iterations complete (0 variables selected)
7000 / 10000 iterations complete (2 variables selected)
6000 / 10000 iterations complete (1 variables selected)
6000 / 10000 iterations complete (0 variables selected)
4000 / 10000 iterations complete (0 variables selected)
6000 / 10000 iterations complete (0 variables selected)
8000 / 10000 iterations complete (3 variables selected)
6000 / 10000 iterations complete (0 variables selected)
7000 / 10000 iterations complete (0 variables selected)
7000 / 10000 iterations complete (0 variables selected)
7000 / 10000 iterations complete (0 variables selected)
7000 / 10000 iterations complete (0 variables selected)
5000 / 10000 iterations complete (0 variables selected)
7000 / 10000 iterations complete (0 variables selected)
8000 / 10000 iterations complete (0 variables selected)
7000 / 10000 iterations complete (1 variables selected)
9000 / 10000 iterations complete (1 variables selected)
8000 / 10000 iterations complete (0 variables selected)
6000 / 10000 iterations complete (0 variables selected)
8000 / 10000 iterations complete (0 variables selected)
8000 / 10000 iterations complete (0 variables selected)
8000 / 10000 iterations complete (0 variables selected)
9000 / 10000 iterations complete (0 variables selected)
9000 / 10000 iterations complete (0 variables selected)
9000 / 10000 iterations complete (1 variables selected)
7000 / 10000 iterations complete (0 variables selected)
10000 / 10000 iterations complete (2 variables selected)
8000 / 10000 iterations complete (0 variables selected)
9000 / 10000 iterations complete (0 variables selected)
9000 / 10000 iterations complete (0 variables selected)
10000 / 10000 iterations complete (0 variables selected)
10000 / 10000 iterations complete (1 variables selected)
8000 / 10000 iterations complete (0 variables selected)
10000 / 10000 iterations complete (0 variables selected)
9000 / 10000 iterations complete (0 variables selected)
10000 / 10000 iterations complete (0 variables selected)
9000 / 10000 iterations complete (0 variables selected)
10000 / 10000 iterations complete (0 variables selected)
10000 / 10000 iterations complete (0 variables selected)
10000 / 10000 iterations complete (0 variables selected)
[1] "Iteration: 0.01 Beta Lambda: 0.1 Beta Binomial Prior: 1 Min Effect: 0.05 Max Effect: 3 Min Var: 0.01 Max Var: 0.01"

.Generating a SNP partitioning of step 1 blocks, since one was not provided.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...

...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...

...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...

...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.

Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
Taking the QR decomposition of block 1...
...Done.
Block 1 is full rank.
All blocks are full rankDetected 8 available to use.

openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)
openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)
openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)
openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)
openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)
openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)
openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)
openjdk version "11.0.24" 2024-07-16 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.24.0.8-2) (build 11.0.24+8-LTS, mixed mode, sharing)

Taking inverse of xTx...
  block 1/216 inverted
  block 2/216 inverted
  block 3/216 inverted
  block 4/216 inverted
  block 5/216 inverted
  block 6/216 inverted
  block 7/216 inverted
  block 8/216 inverted
  block 9/216 inverted
  block 10/216 inverted
  block 11/216 inverted
  block 12/216 inverted
  block 13/216 inverted
  block 14/216 inverted
  block 15/216 inverted
  block 16/216 inverted
  block 17/216 inverted
  block 18/216 inverted
  block 19/216 inverted
  block 20/216 inverted
  block 21/216 inverted
  block 22/216 inverted
  block 23/216 inverted
  block 24/216 inverted
  block 25/216 inverted
  block 26/216 inverted
  block 27/216 inverted
  block 28/216 inverted
  block 29/216 inverted
  block 30/216 inverted
  block 31/216 inverted
  block 32/216 inverted
  block 33/216 inverted
  block 34/216 inverted
  block 35/216 inverted
  block 36/216 inverted
  block 37/216 inverted
  block 38/216 inverted
  block 39/216 inverted
  block 40/216 inverted
  block 41/216 inverted
  block 42/216 inverted
  block 43/216 inverted
  block 44/216 inverted
  block 45/216 inverted
  block 46/216 inverted
  block 47/216 inverted
  block 48/216 inverted
  block 49/216 inverted
  block 50/216 inverted
  block 51/216 inverted
  block 52/216 inverted
  block 53/216 inverted
  block 54/216 inverted
  block 55/216 inverted
  block 56/216 inverted
  block 57/216 inverted
  block 58/216 inverted
  block 59/216 inverted
  block 60/216 inverted
  block 61/216 inverted
  block 62/216 inverted
  block 63/216 inverted
  block 64/216 inverted
  block 65/216 inverted
  block 66/216 inverted
  block 67/216 inverted
  block 68/216 inverted
  block 69/216 inverted
  block 70/216 inverted
  block 71/216 inverted
  block 72/216 inverted
  block 73/216 inverted
  block 74/216 inverted
  block 75/216 inverted
  block 76/216 inverted
  block 77/216 inverted
  block 78/216 inverted
  block 79/216 inverted
  block 80/216 inverted
  block 81/216 inverted
  block 82/216 inverted
  block 83/216 inverted
  block 84/216 inverted
  block 85/216 inverted
  block 86/216 inverted
  block 87/216 inverted
  block 88/216 inverted
  block 89/216 inverted
  block 90/216 inverted
  block 91/216 inverted
  block 92/216 inverted
  block 93/216 inverted
  block 94/216 inverted
  block 95/216 inverted
  block 96/216 inverted
  block 97/216 inverted
  block 98/216 inverted
  block 99/216 inverted
  block 100/216 inverted
  block 101/216 inverted
  block 102/216 inverted
  block 103/216 inverted
  block 104/216 inverted
  block 105/216 inverted
  block 106/216 inverted
  block 107/216 inverted
  block 108/216 inverted
  block 109/216 inverted
  block 110/216 inverted
  block 111/216 inverted
  block 112/216 inverted
  block 113/216 inverted
  block 114/216 inverted
  block 115/216 inverted
  block 116/216 inverted
  block 117/216 inverted
  block 118/216 inverted
  block 119/216 inverted
  block 120/216 inverted
  block 121/216 inverted
  block 122/216 inverted
  block 123/216 inverted
  block 124/216 inverted
  block 125/216 inverted
  block 126/216 inverted
  block 127/216 inverted
  block 128/216 inverted
  block 129/216 inverted
  block 130/216 inverted
  block 131/216 inverted
  block 132/216 inverted
  block 133/216 inverted
  block 134/216 inverted
  block 135/216 inverted
  block 136/216 inverted
  block 137/216 inverted
  block 138/216 inverted
  block 139/216 inverted
  block 140/216 inverted
  block 141/216 inverted
  block 142/216 inverted
  block 143/216 inverted
  block 144/216 inverted
  block 145/216 inverted
  block 146/216 inverted
  block 147/216 inverted
  block 148/216 inverted
  block 149/216 inverted
  block 150/216 inverted
  block 151/216 inverted
  block 152/216 inverted
  block 153/216 inverted
  block 154/216 inverted
  block 155/216 inverted
  block 156/216 inverted
  block 157/216 inverted
  block 158/216 inverted
  block 159/216 inverted
  block 160/216 inverted
  block 161/216 inverted
  block 162/216 inverted
  block 163/216 inverted
  block 164/216 inverted
  block 165/216 inverted
  block 166/216 inverted
  block 167/216 inverted
  block 168/216 inverted
  block 169/216 inverted
  block 170/216 inverted
  block 171/216 inverted
  block 172/216 inverted
  block 173/216 inverted
  block 174/216 inverted
  block 175/216 inverted
  block 176/216 inverted
  block 177/216 inverted
  block 178/216 inverted
  block 179/216 inverted
  block 180/216 inverted
  block 181/216 inverted
  block 182/216 inverted
  block 183/216 inverted
  block 184/216 inverted
  block 185/216 inverted
  block 186/216 inverted
  block 187/216 inverted
  block 188/216 inverted
  block 189/216 inverted
  block 190/216 inverted
  block 191/216 inverted
  block 192/216 inverted
  block 193/216 inverted
  block 194/216 inverted
  block 195/216 inverted
  block 196/216 inverted
  block 197/216 inverted
  block 198/216 inverted
  block 199/216 inverted
  block 200/216 inverted
  block 201/216 inverted
  block 202/216 inverted
  block 203/216 inverted
  block 204/216 inverted
  block 205/216 inverted
  block 206/216 inverted
  block 207/216 inverted
  block 208/216 inverted
  block 209/216 inverted
  block 210/216 inverted
  block 211/216 inverted
  block 212/216 inverted
  block 213/216 inverted
  block 214/216 inverted
  block 215/216 inverted
  block 216/216 inverted
...inverse calculated
1000 / 10000 iterations complete (0 variables selected)
2000 / 10000 iterations complete (0 variables selected)
Taking inverse of xTx...
  block 1/216 inverted
  block 2/216 inverted
  block 3/216 inverted
  block 4/216 inverted
  block 5/216 inverted
  block 6/216 inverted
  block 7/216 inverted
  block 8/216 inverted
  block 9/216 inverted
  block 10/216 inverted
  block 11/216 inverted
  block 12/216 inverted
  block 13/216 inverted
  block 14/216 inverted
  block 15/216 inverted
  block 16/216 inverted
  block 17/216 inverted
  block 18/216 inverted
  block 19/216 inverted
  block 20/216 inverted
  block 21/216 inverted
  block 22/216 inverted
  block 23/216 inverted
  block 24/216 inverted
  block 25/216 inverted
  block 26/216 inverted
  block 27/216 inverted
  block 28/216 inverted
  block 29/216 inverted
  block 30/216 inverted
  block 31/216 inverted
  block 32/216 inverted
  block 33/216 inverted
  block 34/216 inverted
  block 35/216 inverted
  block 36/216 inverted
  block 37/216 inverted
  block 38/216 inverted
  block 39/216 inverted
  block 40/216 inverted
  block 41/216 inverted
  block 42/216 inverted
  block 43/216 inverted
  block 44/216 inverted
  block 45/216 inverted
  block 46/216 inverted
  block 47/216 inverted
  block 48/216 inverted
  block 49/216 inverted
  block 50/216 inverted
  block 51/216 inverted
  block 52/216 inverted
  block 53/216 inverted
  block 54/216 inverted
  block 55/216 inverted
  block 56/216 inverted
  block 57/216 inverted
  block 58/216 inverted
  block 59/216 inverted
  block 60/216 inverted
  block 61/216 inverted
  block 62/216 inverted
  block 63/216 inverted
  block 64/216 inverted
  block 65/216 inverted
  block 66/216 inverted
  block 67/216 inverted
  block 68/216 inverted
  block 69/216 inverted
  block 70/216 inverted
  block 71/216 inverted
  block 72/216 inverted
  block 73/216 inverted
  block 74/216 inverted
  block 75/216 inverted
  block 76/216 inverted
  block 77/216 inverted
  block 78/216 inverted
  block 79/216 inverted
  block 80/216 inverted
  block 81/216 inverted
  block 82/216 inverted
  block 83/216 inverted
  block 84/216 inverted
  block 85/216 inverted
  block 86/216 inverted
  block 87/216 inverted
  block 88/216 inverted
  block 89/216 inverted
  block 90/216 inverted
  block 91/216 inverted
  block 92/216 inverted
  block 93/216 inverted
  block 94/216 inverted
  block 95/216 inverted
  block 96/216 inverted
  block 97/216 inverted
  block 98/216 inverted
  block 99/216 inverted
  block 100/216 inverted
  block 101/216 inverted
  block 102/216 inverted
  block 103/216 inverted
  block 104/216 inverted
  block 105/216 inverted
  block 106/216 inverted
  block 107/216 inverted
  block 108/216 inverted
  block 109/216 inverted
  block 110/216 inverted
  block 111/216 inverted
  block 112/216 inverted
  block 113/216 inverted
  block 114/216 inverted
  block 115/216 inverted
  block 116/216 inverted
  block 117/216 inverted
  block 118/216 inverted
  block 119/216 inverted
  block 120/216 inverted
  block 121/216 inverted
  block 122/216 inverted
  block 123/216 inverted
  block 124/216 inverted
  block 125/216 inverted
  block 126/216 inverted
  block 127/216 inverted
  block 128/216 inverted
  block 129/216 inverted
  block 130/216 inverted
  block 131/216 inverted
  block 132/216 inverted
  block 133/216 inverted
  block 134/216 inverted
  block 135/216 inverted
  block 136/216 inverted
  block 137/216 inverted
  block 138/216 inverted
  block 139/216 inverted
  block 140/216 inverted
  block 141/216 inverted
  block 142/216 inverted
  block 143/216 inverted
  block 144/216 inverted
  block 145/216 inverted
  block 146/216 inverted
  block 147/216 inverted
  block 148/216 inverted
  block 149/216 inverted
  block 150/216 inverted
  block 151/216 inverted
  block 152/216 inverted
  block 153/216 inverted
  block 154/216 inverted
  block 155/216 inverted
  block 156/216 inverted
  block 157/216 inverted
  block 158/216 inverted
  block 159/216 inverted
  block 160/216 inverted
  block 161/216 inverted
  block 162/216 inverted
  block 163/216 inverted
  block 164/216 inverted
  block 165/216 inverted
  block 166/216 inverted
  block 167/216 inverted
  block 168/216 inverted
  block 169/216 inverted
  block 170/216 inverted
  block 171/216 inverted
  block 172/216 inverted

  block 173/216 inverted
  block 174/216 inverted
  block 175/216 inverted
  block 176/216 inverted
  block 177/216 inverted
  block 178/216 inverted
  block 179/216 inverted
  block 180/216 inverted
  block 181/216 inverted
  block 182/216 inverted
  block 183/216 inverted
  block 184/216 inverted
  block 185/216 inverted
  block 186/216 inverted
  block 187/216 inverted
  block 188/216 inverted
  block 189/216 inverted
  block 190/216 inverted
  block 191/216 inverted
  block 192/216 inverted
  block 193/216 inverted
  block 194/216 inverted
  block 195/216 inverted
  block 196/216 inverted
  block 197/216 inverted
  block 198/216 inverted
  block 199/216 inverted
  block 200/216 inverted
  block 201/216 inverted
  block 202/216 inverted
  block 203/216 inverted
  block 204/216 inverted
  block 205/216 inverted
  block 206/216 inverted
  block 207/216 inverted
  block 208/216 inverted
  block 209/216 inverted
  block 210/216 inverted
  block 211/216 inverted
  block 212/216 inverted
  block 213/216 inverted
  block 214/216 inverted
  block 215/216 inverted
  block 216/216 inverted
...inverse calculated
3000 / 10000 iterations complete (1 variables selected)
Taking inverse of xTx...
  block 1/216 inverted
  block 2/216 inverted
  block 3/216 inverted
  block 4/216 inverted
  block 5/216 inverted
  block 6/216 inverted
  block 7/216 inverted
  block 8/216 inverted
  block 9/216 inverted
  block 10/216 inverted
  block 11/216 inverted
  block 12/216 inverted
  block 13/216 inverted
  block 14/216 inverted
  block 15/216 inverted
  block 16/216 inverted
  block 17/216 inverted
  block 18/216 inverted
  block 19/216 inverted
  block 20/216 inverted
  block 21/216 inverted
  block 22/216 inverted
  block 23/216 inverted
  block 24/216 inverted
  block 25/216 inverted
  block 26/216 inverted
  block 27/216 inverted
  block 28/216 inverted
  block 29/216 inverted
  block 30/216 inverted
  block 31/216 inverted
  block 32/216 inverted
  block 33/216 inverted
  block 34/216 inverted
  block 35/216 inverted
  block 36/216 inverted
  block 37/216 inverted
  block 38/216 inverted
  block 39/216 inverted
  block 40/216 inverted
  block 41/216 inverted
  block 42/216 inverted
  block 43/216 inverted
  block 44/216 inverted
  block 45/216 inverted
  block 46/216 inverted
  block 47/216 inverted
  block 48/216 inverted
  block 49/216 inverted
  block 50/216 inverted
  block 51/216 inverted
  block 52/216 inverted
  block 53/216 inverted
  block 54/216 inverted
  block 55/216 inverted
  block 56/216 inverted
  block 57/216 inverted
  block 58/216 inverted
  block 59/216 inverted
  block 60/216 inverted
  block 61/216 inverted
  block 62/216 inverted
  block 63/216 inverted
  block 64/216 inverted
  block 65/216 inverted
  block 66/216 inverted
  block 67/216 inverted
  block 68/216 inverted
  block 69/216 inverted
  block 70/216 inverted
  block 71/216 inverted
  block 72/216 inverted
  block 73/216 inverted
  block 74/216 inverted
  block 75/216 inverted
  block 76/216 inverted
  block 77/216 inverted
  block 78/216 inverted
  block 79/216 inverted
  block 80/216 inverted
  block 81/216 inverted
  block 82/216 inverted
  block 83/216 inverted
  block 84/216 inverted
  block 85/216 inverted
  block 86/216 inverted
  block 87/216 inverted
  block 88/216 inverted
  block 89/216 inverted
  block 90/216 inverted
  block 91/216 inverted
  block 92/216 inverted
  block 93/216 inverted
  block 94/216 inverted
  block 95/216 inverted
  block 96/216 inverted
  block 97/216 inverted
  block 98/216 inverted
  block 99/216 inverted
  block 100/216 inverted
  block 101/216 inverted
  block 102/216 inverted
  block 103/216 inverted
  block 104/216 inverted
  block 105/216 inverted
  block 106/216 inverted
  block 107/216 inverted
  block 108/216 inverted
  block 109/216 inverted
  block 110/216 inverted
  block 111/216 inverted
  block 112/216 inverted
  block 113/216 inverted
  block 114/216 inverted
  block 115/216 inverted
  block 116/216 inverted
  block 117/216 inverted
  block 118/216 inverted
  block 119/216 inverted
  block 120/216 inverted
  block 121/216 inverted
  block 122/216 inverted
  block 123/216 inverted
  block 124/216 inverted
  block 125/216 inverted
  block 126/216 inverted
  block 127/216 inverted
  block 128/216 inverted
  block 129/216 inverted
  block 130/216 inverted
  block 131/216 inverted
  block 132/216 inverted
  block 133/216 inverted
  block 134/216 inverted
  block 135/216 inverted
  block 136/216 inverted
  block 137/216 inverted
  block 138/216 inverted
  block 139/216 inverted
  block 140/216 inverted
  block 141/216 inverted
  block 142/216 inverted
  block 143/216 inverted
  block 144/216 inverted
  block 145/216 inverted
  block 146/216 inverted
  block 147/216 inverted
  block 148/216 inverted
  block 149/216 inverted
  block 150/216 inverted
  block 151/216 inverted
  block 152/216 inverted
  block 153/216 inverted
  block 154/216 inverted
  block 155/216 inverted
  block 156/216 inverted
  block 157/216 inverted
  block 158/216 inverted
  block 159/216 inverted
  block 160/216 inverted
  block 161/216 inverted
  block 162/216 inverted
  block 163/216 inverted
  block 164/216 inverted
  block 165/216 inverted
  block 166/216 inverted
  block 167/216 inverted
  block 168/216 inverted
  block 169/216 inverted
  block 170/216 inverted
  block 171/216 inverted
  block 172/216 inverted
  block 173/216 inverted
  block 174/216 inverted
  block 175/216 inverted
  block 176/216 inverted
  block 177/216 inverted
  block 178/216 inverted
  block 179/216 inverted
  block 180/216 inverted
  block 181/216 inverted
  block 182/216 inverted
  block 183/216 inverted
  block 184/216 inverted
  block 185/216 inverted
  block 186/216 inverted
  block 187/216 inverted
  block 188/216 inverted
  block 189/216 inverted
  block 190/216 inverted
  block 191/216 inverted
  block 192/216 inverted
  block 193/216 inverted
  block 194/216 inverted
  block 195/216 inverted
  block 196/216 inverted
  block 197/216 inverted
  block 198/216 inverted
  block 199/216 inverted
  block 200/216 inverted
  block 201/216 inverted
  block 202/216 inverted
  block 203/216 inverted
  block 204/216 inverted
  block 205/216 inverted
  block 206/216 inverted
  block 207/216 inverted
  block 208/216 inverted
  block 209/216 inverted
  block 210/216 inverted
  block 211/216 inverted
  block 212/216 inverted
  block 213/216 inverted
  block 214/216 inverted
  block 215/216 inverted
  block 216/216 inverted
...inverse calculated
Taking inverse of xTx...
  block 1/216 inverted
  block 2/216 inverted
  block 3/216 inverted
  block 4/216 inverted
  block 5/216 inverted
  block 6/216 inverted
  block 7/216 inverted
  block 8/216 inverted
  block 9/216 inverted
  block 10/216 inverted
  block 11/216 inverted
  block 12/216 invertedTaking inverse of xTx...

  block 13/216 inverted
  block 14/216 inverted
  block 15/216 inverted
  block 16/216 inverted
  block 17/216 inverted  block 1/217 inverted

  block 18/216 inverted
  block 19/216 inverted
  block 20/216 inverted
  block 21/216 inverted  block 2/217 inverted
  block 22/216 inverted

  block 23/216 inverted
  block 24/216 inverted
  block 25/216 inverted
  block 3/217 inverted  block 26/216 inverted
  block 27/216 inverted

  block 4/217 inverted
  block 5/217 inverted  block 28/216 inverted
  block 29/216 inverted

  block 6/217 inverted
  block 30/216 inverted  block 7/217 inverted

  block 8/217 inverted  block 31/216 inverted
  block 32/216 inverted

  block 9/217 inverted
  block 33/216 inverted  block 10/217 inverted

  block 34/216 inverted
  block 35/216 inverted
  block 11/217 inverted
  block 12/217 inverted
  block 36/216 inverted
  block 37/216 inverted
  block 13/217 inverted
  block 38/216 inverted
  block 14/217 inverted
  block 39/216 inverted
  block 40/216 inverted  block 15/217 inverted

  block 16/217 inverted
  block 41/216 inverted
  block 17/217 inverted
  block 42/216 inverted
  block 18/217 inverted
  block 43/216 inverted
  block 19/217 inverted
  block 44/216 inverted
  block 45/216 inverted
  block 20/217 inverted
  block 21/217 inverted
  block 22/217 inverted  block 46/216 inverted

  block 47/216 inverted
  block 48/216 inverted
  block 23/217 inverted
  block 49/216 inverted
  block 50/216 inverted
  block 51/216 inverted
  block 52/216 inverted
  block 53/216 inverted
  block 24/217 inverted
  block 54/216 inverted
  block 55/216 inverted
  block 56/216 inverted
  block 57/216 inverted
  block 25/217 inverted  block 58/216 inverted

  block 26/217 inverted
  block 27/217 inverted  block 59/216 inverted
  block 60/216 inverted

  block 28/217 inverted
  block 61/216 inverted
  block 62/216 inverted
  block 29/217 inverted
  block 30/217 inverted
  block 31/217 inverted
  block 32/217 inverted
  block 63/216 inverted
  block 33/217 inverted  block 64/216 inverted

  block 34/217 inverted
  block 35/217 inverted
  block 65/216 inverted
  block 36/217 inverted
  block 37/217 inverted  block 66/216 inverted

  block 38/217 inverted
  block 67/216 inverted
  block 39/217 inverted
  block 68/216 inverted
  block 40/217 inverted
  block 69/216 inverted  block 41/217 inverted

  block 42/217 inverted  block 70/216 inverted
  block 71/216 inverted

  block 43/217 inverted  block 72/216 inverted

  block 44/217 inverted
  block 73/216 inverted
  block 45/217 inverted  block 74/216 inverted
  block 75/216 inverted
  block 46/217 inverted

  block 47/217 inverted
  block 48/217 inverted  block 76/216 inverted
  block 77/216 inverted

  block 49/217 inverted  block 78/216 inverted

  block 50/217 inverted  block 79/216 inverted
  block 80/216 inverted

  block 81/216 inverted
  block 51/217 inverted  block 82/216 inverted

  block 52/217 inverted
  block 83/216 inverted
  block 53/217 inverted  block 84/216 inverted
  block 85/216 inverted

  block 86/216 inverted

  block 87/216 inverted
  block 54/217 inverted
  block 88/216 inverted
  block 55/217 inverted
  block 56/217 inverted  block 89/216 inverted
  block 90/216 inverted
  block 91/216 inverted

  block 57/217 inverted  block 92/216 inverted

  block 58/217 inverted  block 93/216 inverted
  block 94/216 inverted

  block 59/217 inverted  block 95/216 inverted

  block 60/217 inverted
  block 96/216 inverted  block 61/217 inverted

  block 62/217 inverted  block 97/216 inverted

  block 63/217 inverted  block 98/216 inverted

  block 64/217 inverted  block 99/216 inverted
  block 100/216 inverted
  block 101/216 inverted
  block 102/216 inverted
  block 103/216 inverted
  block 104/216 inverted

  block 105/216 inverted
  block 65/217 inverted  block 106/216 inverted
  block 107/216 inverted

  block 66/217 inverted
  block 67/217 inverted
  block 108/216 inverted  block 68/217 inverted
  block 109/216 inverted
  block 110/216 inverted
  block 111/216 inverted
  block 112/216 inverted

  block 69/217 inverted  block 113/216 inverted

  block 70/217 inverted  block 114/216 inverted
  block 115/216 inverted
  block 116/216 inverted

  block 71/217 inverted  block 117/216 inverted

  block 72/217 inverted  block 118/216 inverted
  block 119/216 inverted

  block 73/217 inverted
  block 74/217 inverted
  block 120/216 inverted
  block 75/217 inverted  block 121/216 inverted
  block 122/216 inverted

  block 76/217 inverted  block 123/216 inverted
  block 124/216 inverted
  block 125/216 inverted
  block 126/216 inverted
  block 127/216 inverted
  block 128/216 inverted
  block 129/216 inverted

  block 130/216 inverted
  block 77/217 inverted  block 131/216 inverted

  block 78/217 inverted  block 132/216 inverted

  block 133/216 inverted
  block 79/217 inverted  block 134/216 inverted
  block 135/216 inverted
  block 136/216 inverted
  block 137/216 inverted
  block 138/216 inverted
  block 139/216 inverted
  block 140/216 inverted

  block 141/216 inverted  block 80/217 inverted

  block 81/217 inverted
  block 82/217 inverted
  block 83/217 inverted
  block 84/217 inverted  block 142/216 inverted
  block 143/216 inverted
  block 144/216 inverted

  block 145/216 inverted
  block 85/217 inverted  block 146/216 inverted
  block 147/216 inverted
  block 148/216 inverted

  block 149/216 inverted
  block 150/216 inverted
  block 151/216 inverted
  block 152/216 inverted
  block 153/216 inverted
  block 154/216 inverted
  block 155/216 inverted
  block 86/217 inverted  block 156/216 inverted

  block 157/216 inverted
  block 87/217 inverted  block 158/216 inverted
  block 159/216 inverted
  block 160/216 inverted
  block 161/216 inverted

  block 162/216 inverted
  block 88/217 inverted
  block 163/216 inverted
  block 89/217 inverted
  block 164/216 inverted
  block 165/216 inverted
  block 166/216 inverted
  block 167/216 inverted
  block 168/216 inverted
  block 169/216 inverted
  block 170/216 inverted
  block 171/216 inverted
  block 172/216 inverted
  block 90/217 inverted
  block 173/216 inverted
  block 91/217 inverted
  block 92/217 inverted
  block 174/216 inverted
  block 175/216 inverted
  block 176/216 inverted
  block 177/216 inverted
  block 178/216 inverted
  block 179/216 inverted
  block 93/217 inverted
  block 180/216 inverted
  block 94/217 inverted
  block 181/216 inverted
  block 182/216 inverted
  block 183/216 inverted
  block 184/216 inverted
  block 185/216 inverted
  block 95/217 inverted
  block 186/216 inverted
  block 96/217 inverted
  block 187/216 inverted
  block 97/217 inverted
  block 188/216 inverted
  block 98/217 inverted
  block 189/216 inverted
  block 190/216 inverted
  block 191/216 inverted
  block 192/216 inverted
  block 193/216 inverted
  block 194/216 inverted
  block 99/217 inverted
  block 195/216 inverted
  block 100/217 inverted
  block 196/216 inverted
  block 197/216 inverted
  block 198/216 inverted
  block 199/216 inverted
  block 200/216 inverted
  block 101/217 inverted
  block 201/216 inverted
  block 102/217 inverted
  block 202/216 inverted
Taking inverse of xTx...
  block 203/216 inverted
  block 204/216 inverted
  block 205/216 inverted
  block 206/216 inverted
  block 103/217 inverted
  block 207/216 inverted
  block 104/217 inverted
  block 208/216 inverted
  block 105/217 inverted
  block 209/216 inverted
  block 210/216 inverted
  block 211/216 inverted
  block 212/216 inverted
  block 213/216 inverted
  block 214/216 inverted
  block 106/217 inverted
  block 215/216 inverted
  block 107/217 inverted
  block 216/216 inverted
...inverse calculated
  block 108/217 inverted
  block 109/217 inverted
  block 110/217 inverted
  block 111/217 inverted
  block 112/217 inverted
  block 113/217 inverted  block 1/216 inverted
  block 114/217 inverted

  block 115/217 inverted
  block 116/217 inverted
  block 117/217 inverted
  block 118/217 inverted
  block 119/217 inverted  block 2/216 inverted

  block 120/217 inverted
  block 121/217 inverted
  block 122/217 inverted
  block 123/217 inverted
  block 124/217 inverted
  block 125/217 inverted
  block 126/217 inverted
  block 127/217 inverted
  block 128/217 inverted
  block 3/216 inverted
  block 129/217 inverted
  block 130/217 inverted
  block 131/217 inverted
  block 132/217 inverted  block 4/216 inverted

  block 133/217 inverted
  block 134/217 inverted
  block 135/217 inverted
  block 136/217 inverted
  block 137/217 inverted
  block 138/217 inverted
  block 139/217 inverted  block 5/216 inverted

  block 140/217 inverted
  block 141/217 inverted
  block 142/217 inverted
  block 143/217 inverted
  block 144/217 inverted  block 6/216 inverted

  block 145/217 inverted
  block 7/216 inverted
  block 146/217 inverted
  block 8/216 inverted
  block 147/217 inverted
  block 148/217 inverted  block 9/216 inverted

  block 149/217 inverted  block 10/216 inverted
  block 11/216 inverted

  block 150/217 inverted  block 12/216 inverted

  block 151/217 inverted
  block 152/217 inverted
  block 153/217 inverted  block 13/216 inverted

  block 154/217 inverted
  block 14/216 inverted
  block 155/217 inverted  block 15/216 inverted

  block 156/217 inverted
  block 157/217 inverted
  block 16/216 inverted
  block 158/217 inverted
  block 17/216 inverted
  block 159/217 inverted
  block 160/217 inverted  block 18/216 inverted

  block 161/217 inverted  block 19/216 inverted
  block 20/216 inverted

  block 162/217 inverted
  block 21/216 inverted
  block 163/217 inverted  block 22/216 inverted

  block 164/217 inverted  block 23/216 inverted

  block 165/217 inverted  block 24/216 inverted

  block 166/217 inverted  block 25/216 inverted

  block 26/216 inverted  block 167/217 inverted
  block 168/217 inverted

  block 27/216 inverted
  block 28/216 inverted
  block 169/217 inverted
  block 170/217 inverted
  block 171/217 inverted
  block 172/217 inverted
  block 29/216 inverted  block 173/217 inverted

  block 174/217 inverted
  block 175/217 inverted  block 30/216 inverted

  block 176/217 inverted
  block 177/217 inverted  block 31/216 inverted

  block 178/217 inverted
  block 179/217 inverted  block 32/216 inverted

  block 180/217 inverted
  block 181/217 invertedTaking inverse of xTx...

  block 182/217 inverted  block 33/216 inverted

  block 183/217 inverted
  block 184/217 inverted
  block 185/217 inverted
  block 34/216 inverted
  block 186/217 inverted
  block 187/217 inverted
  block 188/217 inverted
  block 189/217 inverted  block 1/216 inverted

  block 190/217 inverted
  block 191/217 inverted
  block 192/217 inverted
  block 35/216 inverted
  block 2/216 inverted
  block 193/217 inverted
  block 194/217 inverted
  block 195/217 inverted
  block 36/216 inverted
  block 196/217 inverted  block 37/216 inverted
  block 3/216 inverted
  block 38/216 inverted

  block 197/217 inverted  block 39/216 inverted

  block 198/217 inverted
  block 199/217 inverted
  block 200/217 inverted
  block 4/216 inverted  block 201/217 inverted

  block 202/217 inverted
  block 40/216 inverted
  block 203/217 inverted
  block 41/216 inverted  block 204/217 inverted

  block 5/216 inverted
  block 205/217 inverted
  block 42/216 inverted
  block 206/217 inverted  block 43/216 inverted
  block 207/217 inverted

  block 44/216 inverted  block 208/217 inverted

  block 209/217 inverted  block 6/216 inverted  block 45/216 inverted


  block 46/216 inverted
  block 210/217 inverted
  block 211/217 inverted
  block 212/217 inverted  block 47/216 inverted
  block 48/216 inverted
  block 49/216 inverted
  block 213/217 inverted
  block 214/217 inverted

  block 7/216 inverted
  block 215/217 inverted
  block 50/216 inverted
  block 216/217 inverted
  block 217/217 inverted
...inverse calculated
  block 51/216 inverted
  block 52/216 inverted

  block 53/216 inverted
  block 54/216 inverted
  block 55/216 inverted
  block 56/216 inverted  block 8/216 inverted

  block 57/216 inverted
  block 58/216 inverted
  block 59/216 inverted
  block 60/216 inverted
  block 61/216 inverted
  block 62/216 inverted
  block 63/216 inverted
  block 64/216 inverted
  block 65/216 inverted  block 9/216 inverted

  block 66/216 inverted
  block 10/216 inverted  block 67/216 inverted
  block 68/216 inverted

  block 69/216 inverted
  block 70/216 inverted
  block 11/216 inverted  block 71/216 inverted
  block 72/216 inverted
  block 73/216 inverted

  block 74/216 inverted
  block 12/216 inverted
  block 75/216 inverted
  block 76/216 inverted
  block 77/216 inverted
  block 78/216 inverted
  block 79/216 inverted
  block 80/216 inverted  block 13/216 inverted

  block 81/216 inverted
  block 82/216 inverted
  block 83/216 inverted
  block 84/216 inverted
  block 85/216 inverted
  block 86/216 inverted
  block 87/216 inverted  block 14/216 inverted

  block 88/216 inverted
  block 89/216 inverted
  block 15/216 inverted
  block 90/216 inverted
  block 91/216 inverted
  block 92/216 inverted
  block 16/216 inverted
  block 93/216 inverted
  block 94/216 inverted
  block 95/216 inverted
  block 96/216 inverted
  block 17/216 inverted1000 / 10000 iterations complete (0 variables selected)
  block 97/216 inverted

  block 18/216 inverted  block 98/216 inverted
  block 99/216 inverted

  block 19/216 inverted  block 100/216 inverted
  block 101/216 inverted

  block 20/216 inverted  block 102/216 inverted

  block 103/216 inverted
  block 21/216 inverted
  block 104/216 inverted
  block 22/216 inverted  block 105/216 inverted

  block 23/216 inverted  block 106/216 inverted

  block 24/216 inverted  block 107/216 inverted

  block 108/216 inverted
  block 25/216 inverted  block 109/216 inverted

  block 26/216 inverted
  block 110/216 inverted
  block 27/216 inverted  block 111/216 inverted
  block 112/216 inverted
  block 113/216 inverted
  block 114/216 inverted
  block 115/216 inverted
  block 116/216 inverted

  block 117/216 inverted
  block 28/216 inverted
  block 118/216 inverted  block 29/216 inverted

  block 119/216 inverted  block 30/216 inverted

  block 31/216 inverted
  block 120/216 inverted  block 32/216 inverted

  block 121/216 inverted  block 33/216 inverted

  block 34/216 inverted
  block 122/216 inverted
  block 35/216 inverted
  block 123/216 inverted
  block 124/216 inverted
  block 36/216 inverted
  block 125/216 inverted  block 37/216 inverted

  block 126/216 inverted
  block 127/216 inverted  block 38/216 inverted
  block 39/216 inverted

  block 128/216 inverted  block 40/216 inverted

  block 129/216 inverted  block 41/216 inverted

  block 42/216 inverted  block 130/216 inverted

  block 131/216 inverted  block 43/216 inverted
  block 132/216 inverted

  block 44/216 inverted
  block 133/216 inverted
  block 134/216 inverted  block 45/216 inverted

  block 135/216 inverted  block 46/216 inverted

  block 47/216 inverted
  block 136/216 inverted
  block 48/216 inverted
  block 137/216 inverted
  block 138/216 inverted
  block 139/216 inverted
  block 140/216 inverted
  block 141/216 inverted
  block 49/216 inverted
  block 142/216 inverted
  block 50/216 inverted
  block 143/216 inverted
  block 144/216 inverted
  block 51/216 inverted
  block 145/216 inverted
  block 52/216 inverted
  block 146/216 inverted
  block 53/216 inverted
  block 54/216 inverted
  block 147/216 inverted
  block 55/216 inverted
  block 148/216 inverted
  block 56/216 inverted
  block 149/216 inverted
  block 57/216 inverted
  block 150/216 inverted  block 58/216 inverted

  block 59/216 inverted  block 151/216 inverted
  block 152/216 inverted

  block 153/216 inverted
  block 60/216 inverted
  block 154/216 inverted
  block 61/216 inverted
  block 62/216 inverted
  block 155/216 inverted
  block 63/216 inverted
  block 156/216 inverted
  block 64/216 inverted
  block 157/216 inverted
  block 65/216 inverted
  block 158/216 inverted
  block 66/216 inverted
  block 159/216 inverted
  block 67/216 inverted
  block 68/216 inverted
  block 160/216 inverted
  block 69/216 inverted  block 161/216 inverted
  block 162/216 inverted

  block 70/216 inverted  block 163/216 inverted
  block 164/216 inverted
  block 165/216 inverted

  block 166/216 inverted
  block 71/216 inverted
  block 72/216 inverted  block 167/216 inverted
  block 168/216 inverted
  block 169/216 inverted

  block 170/216 inverted
  block 73/216 inverted
  block 74/216 inverted
  block 171/216 inverted
  block 172/216 inverted
  block 173/216 inverted
  block 174/216 inverted
  block 175/216 inverted
  block 176/216 inverted
  block 75/216 inverted
  block 177/216 inverted
  block 76/216 inverted
  block 178/216 inverted
  block 77/216 inverted
  block 179/216 inverted
  block 180/216 inverted
  block 181/216 inverted
  block 182/216 inverted
  block 183/216 inverted
  block 184/216 inverted
  block 78/216 inverted
  block 79/216 inverted  block 185/216 inverted
  block 186/216 inverted
  block 187/216 inverted
  block 188/216 inverted
  block 189/216 inverted
  block 190/216 inverted

  block 80/216 inverted
  block 81/216 inverted
4000 / 10000 iterations complete (1 variables selected)
  block 191/216 inverted
  block 82/216 inverted
  block 83/216 inverted
  block 192/216 inverted
  block 193/216 inverted
  block 194/216 inverted
  block 195/216 inverted
  block 196/216 inverted
  block 197/216 inverted
  block 84/216 inverted
  block 198/216 inverted
  block 199/216 inverted
  block 200/216 inverted
  block 201/216 inverted
  block 202/216 inverted
  block 203/216 inverted
  block 85/216 inverted  block 204/216 inverted

  block 86/216 inverted  block 205/216 inverted

  block 206/216 inverted
  block 87/216 inverted
  block 88/216 inverted
  block 207/216 inverted
  block 208/216 inverted
  block 209/216 inverted
  block 210/216 inverted
  block 211/216 inverted
  block 212/216 inverted
  block 89/216 inverted
  block 213/216 inverted
  block 90/216 inverted
  block 214/216 inverted
  block 91/216 inverted
  block 215/216 inverted
  block 216/216 inverted
...inverse calculated
  block 92/216 inverted
  block 93/216 inverted
  block 94/216 inverted
  block 95/216 inverted
  block 96/216 inverted
  block 97/216 inverted
  block 98/216 inverted
  block 99/216 inverted
  block 100/216 inverted
  block 101/216 inverted
  block 102/216 inverted
  block 103/216 inverted
  block 104/216 inverted
  block 105/216 inverted
  block 106/216 inverted
  block 107/216 inverted
  block 108/216 inverted
  block 109/216 inverted
  block 110/216 inverted
  block 111/216 inverted
  block 112/216 inverted
  block 113/216 inverted
  block 114/216 inverted
  block 115/216 inverted
  block 116/216 inverted
  block 117/216 inverted
  block 118/216 inverted
  block 119/216 inverted
  block 120/216 inverted
  block 121/216 inverted
  block 122/216 inverted
  block 123/216 inverted
  block 124/216 inverted
  block 125/216 inverted
  block 126/216 inverted
  block 127/216 inverted
  block 128/216 inverted
  block 129/216 inverted
  block 130/216 inverted
  block 131/216 inverted
  block 132/216 inverted
  block 133/216 inverted
  block 134/216 inverted
  block 135/216 inverted
  block 136/216 inverted
  block 137/216 inverted
  block 138/216 inverted
  block 139/216 inverted
  block 140/216 inverted
  block 141/216 inverted
  block 142/216 inverted
  block 143/216 inverted
  block 144/216 inverted
  block 145/216 inverted
  block 146/216 inverted
  block 147/216 inverted
  block 148/216 inverted
  block 149/216 inverted
  block 150/216 inverted
  block 151/216 inverted
  block 152/216 inverted
  block 153/216 inverted
  block 154/216 inverted
  block 155/216 inverted
  block 156/216 inverted
  block 157/216 inverted
Taking inverse of xTx...
  block 158/216 inverted
  block 159/216 inverted
  block 160/216 inverted
  block 1/216 inverted
  block 161/216 inverted
  block 162/216 inverted
  block 163/216 inverted
  block 164/216 inverted
  block 165/216 inverted  block 2/216 inverted

  block 166/216 inverted
  block 167/216 inverted
  block 168/216 inverted
  block 169/216 inverted  block 3/216 inverted
  block 170/216 inverted

  block 171/216 inverted
  block 172/216 inverted
  block 173/216 inverted
  block 174/216 inverted
  block 175/216 inverted
  block 176/216 inverted  block 4/216 inverted
  block 177/216 inverted
  block 178/216 inverted

  block 179/216 inverted
  block 180/216 inverted
  block 181/216 inverted
  block 182/216 inverted  block 5/216 inverted

  block 183/216 inverted
  block 184/216 inverted

  block 185/216 inverted  block 6/216 inverted
  block 186/216 inverted
  block 187/216 inverted
  block 188/216 inverted

  block 189/216 inverted
  block 190/216 inverted  block 7/216 inverted
  block 8/216 inverted
  block 191/216 inverted
  block 192/216 inverted
  block 193/216 inverted
  block 9/216 inverted
  block 194/216 inverted
  block 195/216 inverted
  block 196/216 inverted

  block 10/216 inverted
  block 11/216 inverted  block 197/216 inverted
  block 198/216 inverted

  block 199/216 inverted  block 12/216 inverted
  block 200/216 inverted

  block 13/216 inverted  block 201/216 inverted

  block 202/216 inverted  block 14/216 inverted
  block 203/216 inverted

  block 204/216 inverted
  block 205/216 inverted
  block 15/216 inverted  block 206/216 inverted
  block 207/216 inverted

  block 16/216 inverted  block 208/216 inverted
  block 209/216 inverted
  block 210/216 inverted

  block 17/216 inverted
  block 211/216 inverted
  block 212/216 inverted
  block 213/216 inverted
  block 214/216 inverted
  block 215/216 inverted  block 18/216 inverted

  block 216/216 inverted
...inverse calculated
  block 19/216 inverted
  block 20/216 inverted
  block 21/216 inverted
  block 22/216 inverted
  block 23/216 inverted
  block 24/216 inverted
  block 25/216 inverted
  block 26/216 inverted
  block 27/216 inverted
  block 28/216 inverted
  block 29/216 inverted
  block 30/216 inverted
  block 31/216 inverted
  block 32/216 inverted
  block 33/216 inverted
  block 34/216 inverted
  block 35/216 inverted
  block 36/216 inverted
  block 37/216 inverted
  block 38/216 inverted
  block 39/216 inverted
  block 40/216 inverted
  block 41/216 inverted
  block 42/216 inverted
  block 43/216 inverted
  block 44/216 inverted
  block 45/216 inverted
  block 46/216 inverted
  block 47/216 inverted
  block 48/216 inverted
  block 49/216 inverted
  block 50/216 inverted
  block 51/216 inverted
  block 52/216 inverted
  block 53/216 inverted
  block 54/216 inverted
  block 55/216 inverted
  block 56/216 inverted
  block 57/216 inverted
  block 58/216 inverted
  block 59/216 inverted
  block 60/216 inverted
  block 61/216 inverted
  block 62/216 inverted
  block 63/216 inverted
  block 64/216 inverted
  block 65/216 inverted
  block 66/216 inverted
  block 67/216 inverted
  block 68/216 inverted
  block 69/216 inverted
  block 70/216 inverted
  block 71/216 inverted
  block 72/216 inverted
  block 73/216 inverted
  block 74/216 inverted
  block 75/216 inverted
  block 76/216 inverted
  block 77/216 inverted
  block 78/216 inverted
  block 79/216 inverted
  block 80/216 inverted
  block 81/216 inverted
  block 82/216 inverted
  block 83/216 inverted
  block 84/216 inverted
  block 85/216 inverted
  block 86/216 inverted
  block 87/216 inverted
  block 88/216 inverted
  block 89/216 inverted
  block 90/216 inverted
  block 91/216 inverted
  block 92/216 inverted
  block 93/216 inverted
  block 94/216 inverted
  block 95/216 inverted
  block 96/216 inverted
  block 97/216 inverted
  block 98/216 inverted
  block 99/216 inverted
  block 100/216 inverted
  block 101/216 inverted
  block 102/216 inverted
  block 103/216 inverted
  block 104/216 inverted
  block 105/216 inverted
  block 106/216 inverted
  block 107/216 inverted
  block 108/216 inverted
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...inverse calculated
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[1] "Iteration: 0.01 Beta Lambda: 0.1 Beta Binomial Prior: 1 Min Effect: 0.01 Max Effect: 3 Min Var: 0.01 Max Var: 0.01"
   Iteration  Beta_Lambda  Beta_Binomial_Prior  Min_Effect  Max_Effect  \
0       0.01          0.1                    1        0.05           2   
1       0.01          0.1                    1        0.01           2   
2       0.01          0.1                    1        0.05           3   
3       0.01          0.1                    1        0.01           3   

   Min_Var  Max_Var  
0     0.01     0.01  
1     0.01     0.01  
2     0.01     0.01  
3     0.01     0.01  
   CHR      BP          SNP A1 A2       N        SE         P      BETA  \
0    1  801536   rs79373928  G  T  388028 -4.777949  0.808999  0.002034   
1    1  840753    rs4970382  C  T  388028 -6.178387  0.199967 -0.002658   
2    1  849998   rs13303222  A  G  388028 -5.934521  0.221234  0.003237   
3    1  851390   rs72631889  T  G  388028 -5.278415  0.009708  0.013190   
4    1  862772  rs192998324  G  A  388028 -5.134217  0.054822 -0.011314   

       INFO       MAF  newbetas  
0  0.908963  0.483212       0.0  
1  0.914603  0.498936       0.0  
2  0.913359  0.435377       0.0  
3  0.897499  0.432960       0.0  
4  0.898013  0.417471       0.0  
PLINK v1.90b7.2 64-bit (11 Dec 2023)           www.cog-genomics.org/plink/1.9/
(C) 2005-2023 Shaun Purcell, Christopher Chang   GNU General Public License v3
Logging to SampleData1/Fold_0/JAMPred/train_data.log.
Options in effect:
  --bfile SampleData1/Fold_0/train_data.QC.clumped.pruned
  --out SampleData1/Fold_0/JAMPred/train_data
  --q-score-range SampleData1/Fold_0/range_list SampleData1/Fold_0/SNP.pvalue
  --score SampleData1/Fold_0/SampleData1.newJAMPred 1 2 3 header

63761 MB RAM detected; reserving 31880 MB for main workspace.
172878 variants loaded from .bim file.
380 people (183 males, 197 females) loaded from .fam.
380 phenotype values loaded from .fam.
Using 1 thread (no multithreaded calculations invoked).
Before main variant filters, 380 founders and 0 nonfounders present.
Calculating allele frequencies... 10111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667686970717273747576777879808182838485868788899091929394959697989 done.
Total genotyping rate is 0.999891.
172878 variants and 380 people pass filters and QC.
Phenotype data is quantitative.
--score: 172878 valid predictors loaded.

Warning: 326740 lines skipped in --q-score-range data file.

--score: 20 ranges processed.
Results written to SampleData1/Fold_0/JAMPred/train_data.*.profile.
PLINK v1.90b7.2 64-bit (11 Dec 2023)           www.cog-genomics.org/plink/1.9/
(C) 2005-2023 Shaun Purcell, Christopher Chang   GNU General Public License v3
Logging to SampleData1/Fold_0/JAMPred/test_data.log.
Options in effect:
  --bfile SampleData1/Fold_0/test_data
  --out SampleData1/Fold_0/JAMPred/test_data
  --q-score-range SampleData1/Fold_0/range_list SampleData1/Fold_0/SNP.pvalue
  --score SampleData1/Fold_0/SampleData1.newJAMPred 1 2 3 header

63761 MB RAM detected; reserving 31880 MB for main workspace.
551892 variants loaded from .bim file.
95 people (44 males, 51 females) loaded from .fam.
95 phenotype values loaded from .fam.
Using 1 thread (no multithreaded calculations invoked).
Before main variant filters, 95 founders and 0 nonfounders present.
Calculating allele frequencies... 10111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667686970717273747576777879808182838485868788899091929394959697989 done.
Total genotyping rate is 0.999896.
551892 variants and 95 people pass filters and QC.
Phenotype data is quantitative.
--score: 172878 valid predictors loaded.

Warning: 326740 lines skipped in --q-score-range data file.

--score: 20 ranges processed.
Results written to SampleData1/Fold_0/JAMPred/test_data.*.profile.
   CHR      BP          SNP A1 A2       N        SE         P      BETA  \
0    1  801536   rs79373928  G  T  388028 -4.777949  0.808999  0.002034   
1    1  840753    rs4970382  C  T  388028 -6.178387  0.199967 -0.002658   
2    1  849998   rs13303222  A  G  388028 -5.934521  0.221234  0.003237   
3    1  851390   rs72631889  T  G  388028 -5.278415  0.009708  0.013190   
4    1  862772  rs192998324  G  A  388028 -5.134217  0.054822 -0.011314   

       INFO       MAF  newbetas  
0  0.908963  0.483212       0.0  
1  0.914603  0.498936       0.0  
2  0.913359  0.435377       0.0  
3  0.897499  0.432960       0.0  
4  0.898013  0.417471       0.0  
PLINK v1.90b7.2 64-bit (11 Dec 2023)           www.cog-genomics.org/plink/1.9/
(C) 2005-2023 Shaun Purcell, Christopher Chang   GNU General Public License v3
Logging to SampleData1/Fold_0/JAMPred/train_data.log.
Options in effect:
  --bfile SampleData1/Fold_0/train_data.QC.clumped.pruned
  --out SampleData1/Fold_0/JAMPred/train_data
  --q-score-range SampleData1/Fold_0/range_list SampleData1/Fold_0/SNP.pvalue
  --score SampleData1/Fold_0/SampleData1.newJAMPred 1 2 3 header

63761 MB RAM detected; reserving 31880 MB for main workspace.
172878 variants loaded from .bim file.
380 people (183 males, 197 females) loaded from .fam.
380 phenotype values loaded from .fam.
Using 1 thread (no multithreaded calculations invoked).
Before main variant filters, 380 founders and 0 nonfounders present.
Calculating allele frequencies... 10111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667686970717273747576777879808182838485868788899091929394959697989 done.
Total genotyping rate is 0.999891.
172878 variants and 380 people pass filters and QC.
Phenotype data is quantitative.
--score: 172878 valid predictors loaded.

Warning: 326740 lines skipped in --q-score-range data file.

--score: 20 ranges processed.
Results written to SampleData1/Fold_0/JAMPred/train_data.*.profile.
PLINK v1.90b7.2 64-bit (11 Dec 2023)           www.cog-genomics.org/plink/1.9/
(C) 2005-2023 Shaun Purcell, Christopher Chang   GNU General Public License v3
Logging to SampleData1/Fold_0/JAMPred/test_data.log.
Options in effect:
  --bfile SampleData1/Fold_0/test_data
  --out SampleData1/Fold_0/JAMPred/test_data
  --q-score-range SampleData1/Fold_0/range_list SampleData1/Fold_0/SNP.pvalue
  --score SampleData1/Fold_0/SampleData1.newJAMPred 1 2 3 header

63761 MB RAM detected; reserving 31880 MB for main workspace.
551892 variants loaded from .bim file.
95 people (44 males, 51 females) loaded from .fam.
95 phenotype values loaded from .fam.
Using 1 thread (no multithreaded calculations invoked).
Before main variant filters, 95 founders and 0 nonfounders present.
Calculating allele frequencies... 10111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667686970717273747576777879808182838485868788899091929394959697989 done.
Total genotyping rate is 0.999896.
551892 variants and 95 people pass filters and QC.
Phenotype data is quantitative.
--score: 172878 valid predictors loaded.

Warning: 326740 lines skipped in --q-score-range data file.

--score: 20 ranges processed.
Results written to SampleData1/Fold_0/JAMPred/test_data.*.profile.
   CHR      BP          SNP A1 A2       N        SE         P      BETA  \
0    1  801536   rs79373928  G  T  388028 -4.777949  0.808999  0.002034   
1    1  840753    rs4970382  C  T  388028 -6.178387  0.199967 -0.002658   
2    1  849998   rs13303222  A  G  388028 -5.934521  0.221234  0.003237   
3    1  851390   rs72631889  T  G  388028 -5.278415  0.009708  0.013190   
4    1  862772  rs192998324  G  A  388028 -5.134217  0.054822 -0.011314   

       INFO       MAF  newbetas  
0  0.908963  0.483212       0.0  
1  0.914603  0.498936       0.0  
2  0.913359  0.435377       0.0  
3  0.897499  0.432960       0.0  
4  0.898013  0.417471       0.0  
PLINK v1.90b7.2 64-bit (11 Dec 2023)           www.cog-genomics.org/plink/1.9/
(C) 2005-2023 Shaun Purcell, Christopher Chang   GNU General Public License v3
Logging to SampleData1/Fold_0/JAMPred/train_data.log.
Options in effect:
  --bfile SampleData1/Fold_0/train_data.QC.clumped.pruned
  --out SampleData1/Fold_0/JAMPred/train_data
  --q-score-range SampleData1/Fold_0/range_list SampleData1/Fold_0/SNP.pvalue
  --score SampleData1/Fold_0/SampleData1.newJAMPred 1 2 3 header

63761 MB RAM detected; reserving 31880 MB for main workspace.
172878 variants loaded from .bim file.
380 people (183 males, 197 females) loaded from .fam.
380 phenotype values loaded from .fam.
Using 1 thread (no multithreaded calculations invoked).
Before main variant filters, 380 founders and 0 nonfounders present.
Calculating allele frequencies... 10111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667686970717273747576777879808182838485868788899091929394959697989 done.
Total genotyping rate is 0.999891.
172878 variants and 380 people pass filters and QC.
Phenotype data is quantitative.
--score: 172878 valid predictors loaded.

Warning: 326740 lines skipped in --q-score-range data file.

--score: 20 ranges processed.
Results written to SampleData1/Fold_0/JAMPred/train_data.*.profile.
PLINK v1.90b7.2 64-bit (11 Dec 2023)           www.cog-genomics.org/plink/1.9/
(C) 2005-2023 Shaun Purcell, Christopher Chang   GNU General Public License v3
Logging to SampleData1/Fold_0/JAMPred/test_data.log.
Options in effect:
  --bfile SampleData1/Fold_0/test_data
  --out SampleData1/Fold_0/JAMPred/test_data
  --q-score-range SampleData1/Fold_0/range_list SampleData1/Fold_0/SNP.pvalue
  --score SampleData1/Fold_0/SampleData1.newJAMPred 1 2 3 header

63761 MB RAM detected; reserving 31880 MB for main workspace.
551892 variants loaded from .bim file.
95 people (44 males, 51 females) loaded from .fam.
95 phenotype values loaded from .fam.
Using 1 thread (no multithreaded calculations invoked).
Before main variant filters, 95 founders and 0 nonfounders present.
Calculating allele frequencies... 10111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667686970717273747576777879808182838485868788899091929394959697989 done.
Total genotyping rate is 0.999896.
551892 variants and 95 people pass filters and QC.
Phenotype data is quantitative.
--score: 172878 valid predictors loaded.

Warning: 326740 lines skipped in --q-score-range data file.

--score: 20 ranges processed.
Results written to SampleData1/Fold_0/JAMPred/test_data.*.profile.
   CHR      BP          SNP A1 A2       N        SE         P      BETA  \
0    1  801536   rs79373928  G  T  388028 -4.777949  0.808999  0.002034   
1    1  840753    rs4970382  C  T  388028 -6.178387  0.199967 -0.002658   
2    1  849998   rs13303222  A  G  388028 -5.934521  0.221234  0.003237   
3    1  851390   rs72631889  T  G  388028 -5.278415  0.009708  0.013190   
4    1  862772  rs192998324  G  A  388028 -5.134217  0.054822 -0.011314   

       INFO       MAF  newbetas  
0  0.908963  0.483212       0.0  
1  0.914603  0.498936       0.0  
2  0.913359  0.435377       0.0  
3  0.897499  0.432960       0.0  
4  0.898013  0.417471       0.0  
PLINK v1.90b7.2 64-bit (11 Dec 2023)           www.cog-genomics.org/plink/1.9/
(C) 2005-2023 Shaun Purcell, Christopher Chang   GNU General Public License v3
Logging to SampleData1/Fold_0/JAMPred/train_data.log.
Options in effect:
  --bfile SampleData1/Fold_0/train_data.QC.clumped.pruned
  --out SampleData1/Fold_0/JAMPred/train_data
  --q-score-range SampleData1/Fold_0/range_list SampleData1/Fold_0/SNP.pvalue
  --score SampleData1/Fold_0/SampleData1.newJAMPred 1 2 3 header

63761 MB RAM detected; reserving 31880 MB for main workspace.
172878 variants loaded from .bim file.
380 people (183 males, 197 females) loaded from .fam.
380 phenotype values loaded from .fam.
Using 1 thread (no multithreaded calculations invoked).
Before main variant filters, 380 founders and 0 nonfounders present.
Calculating allele frequencies... 10111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667686970717273747576777879808182838485868788899091929394959697989 done.
Total genotyping rate is 0.999891.
172878 variants and 380 people pass filters and QC.
Phenotype data is quantitative.
--score: 172878 valid predictors loaded.

Warning: 326740 lines skipped in --q-score-range data file.

--score: 20 ranges processed.
Results written to SampleData1/Fold_0/JAMPred/train_data.*.profile.
PLINK v1.90b7.2 64-bit (11 Dec 2023)           www.cog-genomics.org/plink/1.9/
(C) 2005-2023 Shaun Purcell, Christopher Chang   GNU General Public License v3
Logging to SampleData1/Fold_0/JAMPred/test_data.log.
Options in effect:
  --bfile SampleData1/Fold_0/test_data
  --out SampleData1/Fold_0/JAMPred/test_data
  --q-score-range SampleData1/Fold_0/range_list SampleData1/Fold_0/SNP.pvalue
  --score SampleData1/Fold_0/SampleData1.newJAMPred 1 2 3 header

63761 MB RAM detected; reserving 31880 MB for main workspace.
551892 variants loaded from .bim file.
95 people (44 males, 51 females) loaded from .fam.
95 phenotype values loaded from .fam.
Using 1 thread (no multithreaded calculations invoked).
Before main variant filters, 95 founders and 0 nonfounders present.
Calculating allele frequencies... 10111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667686970717273747576777879808182838485868788899091929394959697989 done.
Total genotyping rate is 0.999896.
551892 variants and 95 people pass filters and QC.
Phenotype data is quantitative.
--score: 172878 valid predictors loaded.

Warning: 326740 lines skipped in --q-score-range data file.

--score: 20 ranges processed.
Results written to SampleData1/Fold_0/JAMPred/test_data.*.profile.
Continous Phenotype!

Repeat the process for each fold.

Change the foldnumber variable.

#foldnumber = sys.argv[1]
foldnumber = "0"  # Setting 'foldnumber' to "0"

Or uncomment the following line:

# foldnumber = sys.argv[1]
python JAMPred.py 0
python JAMPred.py 1
python JAMPred.py 2
python JAMPred.py 3
python JAMPred.py 4

The following files should exist after the execution:

1. SampleData1/Fold_0/JAMPred/Results.csv

2. SampleData1/Fold_1/JAMPred/Results.csv

3. SampleData1/Fold_2/JAMPred/Results.csv

4. SampleData1/Fold_3/JAMPred/Results.csv

5. SampleData1/Fold_4/JAMPred/Results.csv

Check the results file for each fold.

import os

result_directory = "JAMPred"
filedirec = "SampleData1"

# List of file names to check for existence
f = [
    "./"+filedirec+"/Fold_0"+os.sep+result_directory+"Results.csv",
    "./"+filedirec+"/Fold_1"+os.sep+result_directory+"Results.csv",
    "./"+filedirec+"/Fold_2"+os.sep+result_directory+"Results.csv",
    "./"+filedirec+"/Fold_3"+os.sep+result_directory+"Results.csv",
    "./"+filedirec+"/Fold_4"+os.sep+result_directory+"Results.csv",
]


# Loop through each file name in the list
for loop in range(0,5):
    # Check if the file exists in the specified directory for the given fold
    if os.path.exists(filedirec+os.sep+"Fold_"+str(loop)+os.sep+result_directory+os.sep+"Results.csv"):
        temp = pd.read_csv(filedirec+os.sep+"Fold_"+str(loop)+os.sep+result_directory+os.sep+"Results.csv")
        print("Fold_",loop, "Yes, the file exists.")
        #print(temp.head())
        print("Number of P-values processed: ",len(temp))
        # Print a message indicating that the file exists
    
    else:
        # Print a message indicating that the file does not exist
        print("Fold_",loop, "No, the file does not exist.")

Fold_ 0 Yes, the file exists.
Number of P-values processed:  20
Fold_ 1 No, the file does not exist.
Fold_ 2 No, the file does not exist.
Fold_ 3 No, the file does not exist.
Fold_ 4 No, the file does not exist.

Sum the results for each fold.

print("We have to ensure when we sum the entries across all Folds, the same rows are merged!")

def sum_and_average_columns(data_frames):
    """Sum and average numerical columns across multiple DataFrames, and keep non-numerical columns unchanged."""
    # Initialize DataFrame to store the summed results for numerical columns
    summed_df = pd.DataFrame()
    non_numerical_df = pd.DataFrame()
    
    for df in data_frames:
        # Identify numerical and non-numerical columns
        numerical_cols = df.select_dtypes(include=[np.number]).columns
        non_numerical_cols = df.select_dtypes(exclude=[np.number]).columns
        
        # Sum numerical columns
        if summed_df.empty:
            summed_df = pd.DataFrame(0, index=range(len(df)), columns=numerical_cols)
        
        summed_df[numerical_cols] = summed_df[numerical_cols].add(df[numerical_cols], fill_value=0)
        
        # Keep non-numerical columns (take the first non-numerical entry for each column)
        if non_numerical_df.empty:
            non_numerical_df = df[non_numerical_cols]
        else:
            non_numerical_df[non_numerical_cols] = non_numerical_df[non_numerical_cols].combine_first(df[non_numerical_cols])
    
    # Divide the summed values by the number of dataframes to get the average
    averaged_df = summed_df / len(data_frames)
    
    # Combine numerical and non-numerical DataFrames
    result_df = pd.concat([averaged_df, non_numerical_df], axis=1)
    
    return result_df

from functools import reduce

import os
import pandas as pd
from functools import reduce

def find_common_rows(allfoldsframe):
    # Define the performance columns that need to be excluded
    performance_columns = [
        'Train_null_model', 'Train_pure_prs', 'Train_best_model',
        'Test_pure_prs', 'Test_null_model', 'Test_best_model'
    ]
    important_columns = [
        'clump_p1',
        'clump_r2',
        'clump_kb',
        'p_window_size',
        'p_slide_size',
        'p_LD_threshold',
        'pvalue',
        'referencepanel',
   
        "JAMPred_Iteration",
        "JAMPred_Beta_Lambda",
        "JAMPred_Beta_Binomial_Prior",
        "JAMPred_Min_Effect",
        "JAMPred_Max_Effect",
        "JAMPred_Min_Var",
        "JAMPred_Max_Var",  
        
        'numberofpca',
        'tempalpha',
        'l1weight',
         
       
    ]
    # Function to remove performance columns from a DataFrame
    def drop_performance_columns(df):
        return df.drop(columns=performance_columns, errors='ignore')
    
    def get_important_columns(df ):
        existing_columns = [col for col in important_columns if col in df.columns]
        if existing_columns:
            return df[existing_columns].copy()
        else:
            return pd.DataFrame()

    # Drop performance columns from all DataFrames in the list
    allfoldsframe_dropped = [drop_performance_columns(df) for df in allfoldsframe]
    
    # Get the important columns.
    allfoldsframe_dropped = [get_important_columns(df) for df in allfoldsframe_dropped]    
    
    # Iteratively find common rows and track unique and common rows
    common_rows = allfoldsframe_dropped[0]
    for i in range(1, len(allfoldsframe_dropped)):
        # Get the next DataFrame
        next_df = allfoldsframe_dropped[i]

        # Count unique rows in the current DataFrame and the next DataFrame
        unique_in_common = common_rows.shape[0]
        unique_in_next = next_df.shape[0]

        # Find common rows between the current common_rows and the next DataFrame
        common_rows = pd.merge(common_rows, next_df, how='inner')
    
        # Count the common rows after merging
        common_count = common_rows.shape[0]

        # Print the unique and common row counts
        print(f"Iteration {i}:")
        print(f"Unique rows in current common DataFrame: {unique_in_common}")
        print(f"Unique rows in next DataFrame: {unique_in_next}")
        print(f"Common rows after merge: {common_count}\n")
    # Now that we have the common rows, extract these from the original DataFrames
 
    extracted_common_rows_frames = []
    for original_df in allfoldsframe:
        # Merge the common rows with the original DataFrame, keeping only the rows that match the common rows
        extracted_common_rows = pd.merge(common_rows, original_df, how='inner', on=common_rows.columns.tolist())
        
        # Add the DataFrame with the extracted common rows to the list
        extracted_common_rows_frames.append(extracted_common_rows)

    # Print the number of rows in the common DataFrames
    for i, df in enumerate(extracted_common_rows_frames):
        print(f"DataFrame {i + 1} with extracted common rows has {df.shape[0]} rows.")

    # Return the list of DataFrames with extracted common rows
    return extracted_common_rows_frames



# Example usage (assuming allfoldsframe is populated as shown earlier):
allfoldsframe = []

# Loop through each file name in the list
for loop in range(0, 5):
    # Check if the file exists in the specified directory for the given fold
    file_path = os.path.join(filedirec, "Fold_" + str(loop), result_directory, "Results.csv")
    if os.path.exists(file_path):
        allfoldsframe.append(pd.read_csv(file_path))
        # Print a message indicating that the file exists
        print("Fold_", loop, "Yes, the file exists.")
    else:
        # Print a message indicating that the file does not exist
        print("Fold_", loop, "No, the file does not exist.")

# Find the common rows across all folds and return the list of extracted common rows
extracted_common_rows_list = find_common_rows(allfoldsframe)
 
# Sum the values column-wise
# For string values, do not sum it the values are going to be the same for each fold.
# Only sum the numeric values.

divided_result = sum_and_average_columns(extracted_common_rows_list)
  
print(divided_result)

 

We have to ensure when we sum the entries across all Folds, the same rows are merged!
Fold_ 0 Yes, the file exists.
Fold_ 1 No, the file does not exist.
Fold_ 2 No, the file does not exist.
Fold_ 3 No, the file does not exist.
Fold_ 4 No, the file does not exist.
DataFrame 1 with extracted common rows has 20 rows.
    clump_p1  clump_r2  clump_kb  p_window_size  p_slide_size  p_LD_threshold  \
0        1.0       0.1     200.0          200.0          50.0            0.25   
1        1.0       0.1     200.0          200.0          50.0            0.25   
2        1.0       0.1     200.0          200.0          50.0            0.25   
3        1.0       0.1     200.0          200.0          50.0            0.25   
4        1.0       0.1     200.0          200.0          50.0            0.25   
5        1.0       0.1     200.0          200.0          50.0            0.25   
6        1.0       0.1     200.0          200.0          50.0            0.25   
7        1.0       0.1     200.0          200.0          50.0            0.25   
8        1.0       0.1     200.0          200.0          50.0            0.25   
9        1.0       0.1     200.0          200.0          50.0            0.25   
10       1.0       0.1     200.0          200.0          50.0            0.25   
11       1.0       0.1     200.0          200.0          50.0            0.25   
12       1.0       0.1     200.0          200.0          50.0            0.25   
13       1.0       0.1     200.0          200.0          50.0            0.25   
14       1.0       0.1     200.0          200.0          50.0            0.25   
15       1.0       0.1     200.0          200.0          50.0            0.25   
16       1.0       0.1     200.0          200.0          50.0            0.25   
17       1.0       0.1     200.0          200.0          50.0            0.25   
18       1.0       0.1     200.0          200.0          50.0            0.25   
19       1.0       0.1     200.0          200.0          50.0            0.25   

          pvalue  JAMPred_Iteration  JAMPred_Beta_Lambda  \
0   1.000000e-10               0.01                  0.1   
1   3.359818e-10               0.01                  0.1   
2   1.128838e-09               0.01                  0.1   
3   3.792690e-09               0.01                  0.1   
4   1.274275e-08               0.01                  0.1   
5   4.281332e-08               0.01                  0.1   
6   1.438450e-07               0.01                  0.1   
7   4.832930e-07               0.01                  0.1   
8   1.623777e-06               0.01                  0.1   
9   5.455595e-06               0.01                  0.1   
10  1.832981e-05               0.01                  0.1   
11  6.158482e-05               0.01                  0.1   
12  2.069138e-04               0.01                  0.1   
13  6.951928e-04               0.01                  0.1   
14  2.335721e-03               0.01                  0.1   
15  7.847600e-03               0.01                  0.1   
16  2.636651e-02               0.01                  0.1   
17  8.858668e-02               0.01                  0.1   
18  2.976351e-01               0.01                  0.1   
19  1.000000e+00               0.01                  0.1   

    JAMPred_Beta_Binomial_Prior  ...  JAMPred_Max_Var  numberofpca  tempalpha  \
0                           1.0  ...             0.01          6.0        0.1   
1                           1.0  ...             0.01          6.0        0.1   
2                           1.0  ...             0.01          6.0        0.1   
3                           1.0  ...             0.01          6.0        0.1   
4                           1.0  ...             0.01          6.0        0.1   
5                           1.0  ...             0.01          6.0        0.1   
6                           1.0  ...             0.01          6.0        0.1   
7                           1.0  ...             0.01          6.0        0.1   
8                           1.0  ...             0.01          6.0        0.1   
9                           1.0  ...             0.01          6.0        0.1   
10                          1.0  ...             0.01          6.0        0.1   
11                          1.0  ...             0.01          6.0        0.1   
12                          1.0  ...             0.01          6.0        0.1   
13                          1.0  ...             0.01          6.0        0.1   
14                          1.0  ...             0.01          6.0        0.1   
15                          1.0  ...             0.01          6.0        0.1   
16                          1.0  ...             0.01          6.0        0.1   
17                          1.0  ...             0.01          6.0        0.1   
18                          1.0  ...             0.01          6.0        0.1   
19                          1.0  ...             0.01          6.0        0.1   

    l1weight  Train_pure_prs  Train_null_model  Train_best_model  \
0        0.1    4.422703e-06          0.227477          0.233442   
1        0.1    3.806387e-06          0.227477          0.233612   
2        0.1    3.189677e-06          0.227477          0.233612   
3        0.1    2.643991e-06          0.227477          0.233522   
4        0.1    2.200879e-06          0.227477          0.233522   
5        0.1    1.746279e-06          0.227477          0.233522   
6        0.1    1.411043e-06          0.227477          0.233522   
7        0.1    1.104164e-06          0.227477          0.233522   
8        0.1    8.681507e-07          0.227477          0.233522   
9        0.1    6.570515e-07          0.227477          0.233522   
10       0.1    4.981902e-07          0.227477          0.233521   
11       0.1    3.741813e-07          0.227477          0.233468   
12       0.1    2.709764e-07          0.227477          0.233468   
13       0.1    1.895089e-07          0.227477          0.233468   
14       0.1    1.282887e-07          0.227477          0.233610   
15       0.1    8.570671e-08          0.227477          0.233610   
16       0.1    5.505302e-08          0.227477          0.233586   
17       0.1    3.397095e-08          0.227477          0.233542   
18       0.1    1.994560e-08          0.227477          0.233462   
19       0.1    1.101030e-08          0.227477          0.233068   

    Test_pure_prs  Test_null_model  Test_best_model  
0    5.672686e-06          0.14297         0.180617  
1    4.725329e-06          0.14297         0.179084  
2    3.959725e-06          0.14297         0.179084  
3    3.056768e-06          0.14297         0.175052  
4    2.544476e-06          0.14297         0.175052  
5    2.018907e-06          0.14297         0.175052  
6    1.631331e-06          0.14297         0.175052  
7    1.276539e-06          0.14297         0.175052  
8    1.003682e-06          0.14297         0.175052  
9    7.596263e-07          0.14297         0.175052  
10   5.759654e-07          0.14297         0.175052  
11   4.241688e-07          0.14297         0.174924  
12   3.071771e-07          0.14297         0.174924  
13   2.148256e-07          0.14297         0.174924  
14   1.548424e-07          0.14297         0.175646  
15   1.034465e-07          0.14297         0.175646  
16   6.608467e-08          0.14297         0.175407  
17   4.082670e-08          0.14297         0.175334  
18   2.407888e-08          0.14297         0.175066  
19   1.293023e-08          0.14297         0.171628  

[20 rows x 23 columns]

Results

1. Reporting Based on Best Training Performance:

• One can report the results based on the best performance of the training data. For example, if for a specific combination of hyperparameters, the training performance is high, report the corresponding test performance.

• Example code:

  df = divided_result.sort_values(by='Train_best_model', ascending=False)
  print(df.iloc[0].to_markdown())
  

Binary Phenotypes Result Analysis

You can find the performance quality for binary phenotype using the following template:

This figure shows the 8 different scenarios that can exist in the results, and the following table explains each scenario.

We classified performance based on the following table:

Performance Level	Range
Low Performance	0 to 0.5
Moderate Performance	0.6 to 0.7
High Performance	0.8 to 1

You can match the performance based on the following scenarios:

Scenario	What’s Happening	Implication
High Test, High Train	The model performs well on both training and test datasets, effectively learning the underlying patterns.	The model is well-tuned, generalizes well, and makes accurate predictions on both datasets.
High Test, Moderate Train	The model generalizes well but may not be fully optimized on training data, missing some underlying patterns.	The model is fairly robust but may benefit from further tuning or more training to improve its learning.
High Test, Low Train	An unusual scenario, potentially indicating data leakage or overestimation of test performance.	The model’s performance is likely unreliable; investigate potential data issues or random noise.
Moderate Test, High Train	The model fits the training data well but doesn’t generalize as effectively, capturing only some test patterns.	The model is slightly overfitting; adjustments may be needed to improve generalization on unseen data.
Moderate Test, Moderate Train	The model shows balanced but moderate performance on both datasets, capturing some patterns but missing others.	The model is moderately fitting; further improvements could be made in both training and generalization.
Moderate Test, Low Train	The model underperforms on training data and doesn’t generalize well, leading to moderate test performance.	The model may need more complexity, additional features, or better training to improve on both datasets.
Low Test, High Train	The model overfits the training data, performing poorly on the test set.	The model doesn’t generalize well; simplifying the model or using regularization may help reduce overfitting.
Low Test, Low Train	The model performs poorly on both training and test datasets, failing to learn the data patterns effectively.	The model is underfitting; it may need more complexity, additional features, or more data to improve performance.

Recommendations for Publishing Results

When publishing results, scenarios with moderate train and moderate test performance can be used for complex phenotypes or diseases. However, results showing high train and moderate test, high train and high test, and moderate train and high test are recommended.

For most phenotypes, results typically fall in the moderate train and moderate test performance category.

Continuous Phenotypes Result Analysis

You can find the performance quality for continuous phenotypes using the following template:

This figure shows the 8 different scenarios that can exist in the results, and the following table explains each scenario.

We classified performance based on the following table:

Performance Level	Range
Low Performance	0 to 0.2
Moderate Performance	0.3 to 0.7
High Performance	0.8 to 1

You can match the performance based on the following scenarios:

Scenario	What’s Happening	Implication
High Test, High Train	The model performs well on both training and test datasets, effectively learning the underlying patterns.	The model is well-tuned, generalizes well, and makes accurate predictions on both datasets.
High Test, Moderate Train	The model generalizes well but may not be fully optimized on training data, missing some underlying patterns.	The model is fairly robust but may benefit from further tuning or more training to improve its learning.
High Test, Low Train	An unusual scenario, potentially indicating data leakage or overestimation of test performance.	The model’s performance is likely unreliable; investigate potential data issues or random noise.
Moderate Test, High Train	The model fits the training data well but doesn’t generalize as effectively, capturing only some test patterns.	The model is slightly overfitting; adjustments may be needed to improve generalization on unseen data.
Moderate Test, Moderate Train	The model shows balanced but moderate performance on both datasets, capturing some patterns but missing others.	The model is moderately fitting; further improvements could be made in both training and generalization.
Moderate Test, Low Train	The model underperforms on training data and doesn’t generalize well, leading to moderate test performance.	The model may need more complexity, additional features, or better training to improve on both datasets.
Low Test, High Train	The model overfits the training data, performing poorly on the test set.	The model doesn’t generalize well; simplifying the model or using regularization may help reduce overfitting.
Low Test, Low Train	The model performs poorly on both training and test datasets, failing to learn the data patterns effectively.	The model is underfitting; it may need more complexity, additional features, or more data to improve performance.

Recommendations for Publishing Results

When publishing results, scenarios with moderate train and moderate test performance can be used for complex phenotypes or diseases. However, results showing high train and moderate test, high train and high test, and moderate train and high test are recommended.

For most continuous phenotypes, results typically fall in the moderate train and moderate test performance category.

2. Reporting Generalized Performance:

• One can also report the generalized performance by calculating the difference between the training and test performance, and the sum of the test and training performance. Report the result or hyperparameter combination for which the sum is high and the difference is minimal.

• Example code:

  df = divided_result.copy()
  df['Difference'] = abs(df['Train_best_model'] - df['Test_best_model'])
  df['Sum'] = df['Train_best_model'] + df['Test_best_model']
  
  sorted_df = df.sort_values(by=['Sum', 'Difference'], ascending=[False, True])
  print(sorted_df.iloc[0].to_markdown())
  

3. Reporting Hyperparameters Affecting Test and Train Performance:

• Find the hyperparameters that have more than one unique value and calculate their correlation with the following columns to understand how they are affecting the performance of train and test sets:

  • Train_null_model

  • Train_pure_prs

  • Train_best_model

  • Test_pure_prs

  • Test_null_model

  • Test_best_model

4. Other Analysis

1. Once you have the results, you can find how hyperparameters affect the model performance.

2. Analysis, like overfitting and underfitting, can be performed as well.

3. The way you are going to report the results can vary.

4. Results can be visualized, and other patterns in the data can be explored.

import pandas as pd
import seaborn as sns
import matplotlib.pyplot as plt
%matplotlib notebook

import matplotlib
import numpy as np
import matplotlib.pyplot as plt

df = divided_result.sort_values(by='Train_best_model', ascending=False)
print("1. Reporting Based on Best Training Performance:\n")
print(df.iloc[0].to_markdown())


 
df = divided_result.copy()

# Plot Train and Test best models against p-values
plt.figure(figsize=(10, 6))
plt.plot(df['pvalue'], df['Train_best_model'], label='Train_best_model', marker='o', color='royalblue')
plt.plot(df['pvalue'], df['Test_best_model'], label='Test_best_model', marker='o', color='darkorange')

# Highlight the p-value where both train and test are high
best_index = df[['Train_best_model']].sum(axis=1).idxmax()
best_pvalue = df.loc[best_index, 'pvalue']
best_train = df.loc[best_index, 'Train_best_model']
best_test = df.loc[best_index, 'Test_best_model']

# Use dark colors for the circles
plt.scatter(best_pvalue, best_train, color='darkred', s=100, label=f'Best Performance (Train)', edgecolor='black', zorder=5)
plt.scatter(best_pvalue, best_test, color='darkblue', s=100, label=f'Best Performance (Test)', edgecolor='black', zorder=5)

# Annotate the best performance with p-value, train, and test values
plt.text(best_pvalue, best_train, f'p={best_pvalue:.4g}\nTrain={best_train:.4g}', ha='right', va='bottom', fontsize=9, color='darkred')
plt.text(best_pvalue, best_test, f'p={best_pvalue:.4g}\nTest={best_test:.4g}', ha='right', va='top', fontsize=9, color='darkblue')

# Calculate Difference and Sum
df['Difference'] = abs(df['Train_best_model'] - df['Test_best_model'])
df['Sum'] = df['Train_best_model'] + df['Test_best_model']

# Sort the DataFrame
sorted_df = df.sort_values(by=['Sum', 'Difference'], ascending=[False, True])
#sorted_df = df.sort_values(by=[ 'Difference','Sum'], ascending=[  True,False])

# Highlight the general performance
general_index = sorted_df.index[0]
general_pvalue = sorted_df.loc[general_index, 'pvalue']
general_train = sorted_df.loc[general_index, 'Train_best_model']
general_test = sorted_df.loc[general_index, 'Test_best_model']

plt.scatter(general_pvalue, general_train, color='darkgreen', s=150, label='General Performance (Train)', edgecolor='black', zorder=6)
plt.scatter(general_pvalue, general_test, color='darkorange', s=150, label='General Performance (Test)', edgecolor='black', zorder=6)

# Annotate the general performance with p-value, train, and test values
plt.text(general_pvalue, general_train, f'p={general_pvalue:.4g}\nTrain={general_train:.4g}', ha='left', va='bottom', fontsize=9, color='darkgreen')
plt.text(general_pvalue, general_test, f'p={general_pvalue:.4g}\nTest={general_test:.4g}', ha='left', va='top', fontsize=9, color='darkorange')

# Add labels and legend
plt.xlabel('p-value')
plt.ylabel('Model Performance')
plt.title('Train vs Test Best Models')
plt.legend()
plt.show()
 




print("2. Reporting Generalized Performance:\n")
df = divided_result.copy()
df['Difference'] = abs(df['Train_best_model'] - df['Test_best_model'])
df['Sum'] = df['Train_best_model'] + df['Test_best_model']
sorted_df = df.sort_values(by=['Sum', 'Difference'], ascending=[False, True])
print(sorted_df.iloc[0].to_markdown())


print("3. Reporting the correlation of hyperparameters and the performance of 'Train_null_model', 'Train_pure_prs', 'Train_best_model', 'Test_pure_prs', 'Test_null_model', and 'Test_best_model':\n")

print("3. For string hyperparameters, we used one-hot encoding to find the correlation between string hyperparameters and 'Train_null_model', 'Train_pure_prs', 'Train_best_model', 'Test_pure_prs', 'Test_null_model', and 'Test_best_model'.")

print("3. We performed this analysis for those hyperparameters that have more than one unique value.")

correlation_columns = [
 'Train_null_model', 'Train_pure_prs', 'Train_best_model',
 'Test_pure_prs', 'Test_null_model', 'Test_best_model'
]

hyperparams = [col for col in divided_result.columns if len(divided_result[col].unique()) > 1]
hyperparams = list(set(hyperparams+correlation_columns))
 
# Separate numeric and string columns
numeric_hyperparams = [col for col in hyperparams if pd.api.types.is_numeric_dtype(divided_result[col])]
string_hyperparams = [col for col in hyperparams if pd.api.types.is_string_dtype(divided_result[col])]


# Encode string columns using one-hot encoding
divided_result_encoded = pd.get_dummies(divided_result, columns=string_hyperparams)

# Combine numeric hyperparams with the new one-hot encoded columns
encoded_columns = [col for col in divided_result_encoded.columns if col.startswith(tuple(string_hyperparams))]
hyperparams = numeric_hyperparams + encoded_columns
 

# Calculate correlations
correlations = divided_result_encoded[hyperparams].corr()
 
# Display correlation of hyperparameters with train/test performance columns
hyperparam_correlations = correlations.loc[hyperparams, correlation_columns]
 
hyperparam_correlations = hyperparam_correlations.fillna(0)

# Plotting the correlation heatmap
plt.figure(figsize=(12, 8))
ax = sns.heatmap(hyperparam_correlations, annot=True, cmap='viridis', fmt='.2f', cbar=True)
ax.set_xticklabels(ax.get_xticklabels(), rotation=90, ha='right')

# Rotate y-axis labels to horizontal
#ax.set_yticklabels(ax.get_yticklabels(), rotation=0, va='center')

plt.title('Correlation of Hyperparameters with Train/Test Performance')
plt.show() 

sns.set_theme(style="whitegrid")  # Choose your preferred style
pairplot = sns.pairplot(divided_result_encoded[hyperparams],hue = 'Test_best_model', palette='viridis')

# Adjust the figure size
pairplot.fig.set_size_inches(15, 15)  # You can adjust the size as needed

for ax in pairplot.axes.flatten():
    ax.set_xlabel(ax.get_xlabel(), rotation=90, ha='right')  # X-axis labels vertical
    #ax.set_ylabel(ax.get_ylabel(), rotation=0, va='bottom')  # Y-axis labels horizontal

# Show the plot
plt.show()

1. Reporting Based on Best Training Performance:

|                             |             2 |
|:----------------------------|--------------:|
| clump_p1                    |   1           |
| clump_r2                    |   0.1         |
| clump_kb                    | 200           |
| p_window_size               | 200           |
| p_slide_size                |  50           |
| p_LD_threshold              |   0.25        |
| pvalue                      |   1.12884e-09 |
| JAMPred_Iteration           |   0.01        |
| JAMPred_Beta_Lambda         |   0.1         |
| JAMPred_Beta_Binomial_Prior |   1           |
| JAMPred_Min_Effect          |   0.01        |
| JAMPred_Max_Effect          |   3           |
| JAMPred_Min_Var             |   0.01        |
| JAMPred_Max_Var             |   0.01        |
| numberofpca                 |   6           |
| tempalpha                   |   0.1         |
| l1weight                    |   0.1         |
| Train_pure_prs              |   3.18968e-06 |
| Train_null_model            |   0.227477    |
| Train_best_model            |   0.233612    |
| Test_pure_prs               |   3.95973e-06 |
| Test_null_model             |   0.14297     |
| Test_best_model             |   0.179084    |

2. Reporting Generalized Performance:

|                             |             0 |
|:----------------------------|--------------:|
| clump_p1                    |   1           |
| clump_r2                    |   0.1         |
| clump_kb                    | 200           |
| p_window_size               | 200           |
| p_slide_size                |  50           |
| p_LD_threshold              |   0.25        |
| pvalue                      |   1e-10       |
| JAMPred_Iteration           |   0.01        |
| JAMPred_Beta_Lambda         |   0.1         |
| JAMPred_Beta_Binomial_Prior |   1           |
| JAMPred_Min_Effect          |   0.01        |
| JAMPred_Max_Effect          |   3           |
| JAMPred_Min_Var             |   0.01        |
| JAMPred_Max_Var             |   0.01        |
| numberofpca                 |   6           |
| tempalpha                   |   0.1         |
| l1weight                    |   0.1         |
| Train_pure_prs              |   4.4227e-06  |
| Train_null_model            |   0.227477    |
| Train_best_model            |   0.233442    |
| Test_pure_prs               |   5.67269e-06 |
| Test_null_model             |   0.14297     |
| Test_best_model             |   0.180617    |
| Difference                  |   0.0528253   |
| Sum                         |   0.414058    |
3. Reporting the correlation of hyperparameters and the performance of 'Train_null_model', 'Train_pure_prs', 'Train_best_model', 'Test_pure_prs', 'Test_null_model', and 'Test_best_model':

3. For string hyperparameters, we used one-hot encoding to find the correlation between string hyperparameters and 'Train_null_model', 'Train_pure_prs', 'Train_best_model', 'Test_pure_prs', 'Test_null_model', and 'Test_best_model'.
3. We performed this analysis for those hyperparameters that have more than one unique value.