Back to Multiple platform build/check report for BioC 3.18: simplified long |
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This page was generated on 2024-03-29 11:36:05 -0400 (Fri, 29 Mar 2024).
Hostname | OS | Arch (*) | R version | Installed pkgs |
---|---|---|---|---|
nebbiolo2 | Linux (Ubuntu 22.04.3 LTS) | x86_64 | 4.3.3 (2024-02-29) -- "Angel Food Cake" | 4669 |
palomino4 | Windows Server 2022 Datacenter | x64 | 4.3.3 (2024-02-29 ucrt) -- "Angel Food Cake" | 4404 |
merida1 | macOS 12.7.1 Monterey | x86_64 | 4.3.3 (2024-02-29) -- "Angel Food Cake" | 4427 |
Click on any hostname to see more info about the system (e.g. compilers) (*) as reported by 'uname -p', except on Windows and Mac OS X |
Package 1125/2266 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
Macarron 1.6.0 (landing page) Sagun Maharjan
| nebbiolo2 | Linux (Ubuntu 22.04.3 LTS) / x86_64 | OK | OK | WARNINGS | |||||||||
palomino4 | Windows Server 2022 Datacenter / x64 | OK | OK | WARNINGS | OK | |||||||||
merida1 | macOS 12.7.1 Monterey / x86_64 | OK | OK | ERROR | OK | |||||||||
kjohnson1 | macOS 13.6.1 Ventura / arm64 | see weekly results here | ||||||||||||
To the developers/maintainers of the Macarron package: - Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/Macarron.git to reflect on this report. See Troubleshooting Build Report for more information. - Use the following Renviron settings to reproduce errors and warnings. - If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information. |
Package: Macarron |
Version: 1.6.0 |
Command: /home/biocbuild/bbs-3.18-bioc/R/bin/R CMD check --install=check:Macarron.install-out.txt --library=/home/biocbuild/bbs-3.18-bioc/R/site-library --timings Macarron_1.6.0.tar.gz |
StartedAt: 2024-03-27 23:49:27 -0400 (Wed, 27 Mar 2024) |
EndedAt: 2024-03-27 23:58:21 -0400 (Wed, 27 Mar 2024) |
EllapsedTime: 534.5 seconds |
RetCode: 0 |
Status: WARNINGS |
CheckDir: Macarron.Rcheck |
Warnings: 1 |
############################################################################## ############################################################################## ### ### Running command: ### ### /home/biocbuild/bbs-3.18-bioc/R/bin/R CMD check --install=check:Macarron.install-out.txt --library=/home/biocbuild/bbs-3.18-bioc/R/site-library --timings Macarron_1.6.0.tar.gz ### ############################################################################## ############################################################################## * using log directory ‘/home/biocbuild/bbs-3.18-bioc/meat/Macarron.Rcheck’ * using R version 4.3.3 (2024-02-29) * using platform: x86_64-pc-linux-gnu (64-bit) * R was compiled by gcc (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0 GNU Fortran (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0 * running under: Ubuntu 22.04.4 LTS * using session charset: UTF-8 * checking for file ‘Macarron/DESCRIPTION’ ... OK * this is package ‘Macarron’ version ‘1.6.0’ * package encoding: UTF-8 * checking package namespace information ... OK * checking package dependencies ... OK * checking if this is a source package ... OK * checking if there is a namespace ... OK * checking for hidden files and directories ... OK * checking for portable file names ... OK * checking for sufficient/correct file permissions ... OK * checking whether package ‘Macarron’ can be installed ... OK * checking installed package size ... OK * checking package directory ... OK * checking ‘build’ directory ... OK * checking DESCRIPTION meta-information ... OK * checking top-level files ... OK * checking for left-over files ... OK * checking index information ... OK * checking package subdirectories ... OK * checking R files for non-ASCII characters ... OK * checking R files for syntax errors ... OK * checking whether the package can be loaded ... OK * checking whether the package can be loaded with stated dependencies ... OK * checking whether the package can be unloaded cleanly ... OK * checking whether the namespace can be loaded with stated dependencies ... OK * checking whether the namespace can be unloaded cleanly ... OK * checking loading without being on the library search path ... OK * checking dependencies in R code ... WARNING '::' or ':::' import not declared from: ‘stringr’ * checking S3 generic/method consistency ... OK * checking replacement functions ... OK * checking foreign function calls ... OK * checking R code for possible problems ... NOTE calQval: no visible binding for global variable ‘metadata’ calQval: no visible binding for global variable ‘value’ calQval: no visible binding for global variable ‘pval’ Undefined global functions or variables: metadata pval value * checking Rd files ... OK * checking Rd metadata ... OK * checking Rd cross-references ... OK * checking for missing documentation entries ... OK * checking for code/documentation mismatches ... OK * checking Rd \usage sections ... OK * checking Rd contents ... OK * checking for unstated dependencies in examples ... OK * checking files in ‘vignettes’ ... OK * checking examples ... OK Examples with CPU (user + system) or elapsed time > 5s user system elapsed Macarron 13.258 0.496 13.721 showBest 8.903 0.216 9.119 prioritize 8.810 0.304 9.115 calES 8.090 0.236 8.327 calQval 7.362 0.172 7.535 decorateID 1.243 0.048 97.597 * checking for unstated dependencies in ‘tests’ ... OK * checking tests ... Running ‘testthat.R’ OK * checking for unstated dependencies in vignettes ... OK * checking package vignettes in ‘inst/doc’ ... OK * checking running R code from vignettes ... ‘Macarron.Rmd’ using ‘UTF-8’... OK NONE * checking re-building of vignette outputs ... OK * checking PDF version of manual ... OK * DONE Status: 1 WARNING, 1 NOTE See ‘/home/biocbuild/bbs-3.18-bioc/meat/Macarron.Rcheck/00check.log’ for details.
Macarron.Rcheck/00install.out
############################################################################## ############################################################################## ### ### Running command: ### ### /home/biocbuild/bbs-3.18-bioc/R/bin/R CMD INSTALL Macarron ### ############################################################################## ############################################################################## * installing to library ‘/home/biocbuild/bbs-3.18-bioc/R/site-library’ * installing *source* package ‘Macarron’ ... ** using staged installation ** R ** inst ** byte-compile and prepare package for lazy loading ** help *** installing help indices ** building package indices ** installing vignettes ** testing if installed package can be loaded from temporary location ** testing if installed package can be loaded from final location ** testing if installed package keeps a record of temporary installation path * DONE (Macarron)
Macarron.Rcheck/tests/testthat.Rout
R version 4.3.3 (2024-02-29) -- "Angel Food Cake" Copyright (C) 2024 The R Foundation for Statistical Computing Platform: x86_64-pc-linux-gnu (64-bit) R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > library(testthat) > library(Macarron) Loading required package: SummarizedExperiment Loading required package: MatrixGenerics Loading required package: matrixStats Attaching package: 'MatrixGenerics' The following objects are masked from 'package:matrixStats': colAlls, colAnyNAs, colAnys, colAvgsPerRowSet, colCollapse, colCounts, colCummaxs, colCummins, colCumprods, colCumsums, colDiffs, colIQRDiffs, colIQRs, colLogSumExps, colMadDiffs, colMads, colMaxs, colMeans2, colMedians, colMins, colOrderStats, colProds, colQuantiles, colRanges, colRanks, colSdDiffs, colSds, colSums2, colTabulates, colVarDiffs, colVars, colWeightedMads, colWeightedMeans, colWeightedMedians, colWeightedSds, colWeightedVars, rowAlls, rowAnyNAs, rowAnys, rowAvgsPerColSet, rowCollapse, rowCounts, rowCummaxs, rowCummins, rowCumprods, rowCumsums, rowDiffs, rowIQRDiffs, rowIQRs, rowLogSumExps, rowMadDiffs, rowMads, rowMaxs, rowMeans2, rowMedians, rowMins, rowOrderStats, rowProds, rowQuantiles, rowRanges, rowRanks, rowSdDiffs, rowSds, rowSums2, rowTabulates, rowVarDiffs, rowVars, rowWeightedMads, rowWeightedMeans, rowWeightedMedians, rowWeightedSds, rowWeightedVars Loading required package: GenomicRanges Loading required package: stats4 Loading required package: BiocGenerics Attaching package: 'BiocGenerics' The following objects are masked from 'package:stats': IQR, mad, sd, var, xtabs The following objects are masked from 'package:base': Filter, Find, Map, Position, Reduce, anyDuplicated, aperm, append, as.data.frame, basename, cbind, colnames, dirname, do.call, duplicated, eval, evalq, get, grep, grepl, intersect, is.unsorted, lapply, mapply, match, mget, order, paste, pmax, pmax.int, pmin, pmin.int, rank, rbind, rownames, sapply, setdiff, sort, table, tapply, union, unique, unsplit, which.max, which.min Loading required package: S4Vectors Attaching package: 'S4Vectors' The following object is masked from 'package:utils': findMatches The following objects are masked from 'package:base': I, expand.grid, unname Loading required package: IRanges Loading required package: GenomeInfoDb Loading required package: Biobase Welcome to Bioconductor Vignettes contain introductory material; view with 'browseVignettes()'. To cite Bioconductor, see 'citation("Biobase")', and for packages 'citation("pkgname")'. Attaching package: 'Biobase' The following object is masked from 'package:MatrixGenerics': rowMedians The following objects are masked from 'package:matrixStats': anyMissing, rowMedians > > test_check("Macarron") 2024-03-27 23:54:23.66451 INFO::Creating output folder. 2024-03-27 23:54:23.69518 INFO::Writing function arguments to log file 2024-03-27 23:54:23.754768 INFO::Summarized Experiment created. 2024-03-27 23:54:23.7567 INFO::Metadata chosen for prevalence filtering: diagnosis 2024-03-27 23:54:28.381694 INFO::Distance matrix with 869 metabolic features created. 2024-03-27 23:54:28.383093 INFO::Minimum module size used for this dataset: 10 ..cutHeight not given, setting it to 0.99 ===> 99% of the (truncated) height range in dendro. ..done. ..cutHeight not given, setting it to 0.99 ===> 99% of the (truncated) height range in dendro. ..done. ..cutHeight not given, setting it to 0.99 ===> 99% of the (truncated) height range in dendro. ..done. ..cutHeight not given, setting it to 0.99 ===> 99% of the (truncated) height range in dendro. ..done. ..cutHeight not given, setting it to 0.99 ===> 99% of the (truncated) height range in dendro. ..done. 2024-03-27 23:54:30.599078 INFO::Total number of modules detected: 30 [1] "Creating output folder" [1] "Creating output feature tables folder" [1] "Creating output fits folder" [1] "Creating output figures folder" 2024-03-27 23:54:32.77289 INFO::Writing function arguments to log file 2024-03-27 23:54:32.778522 INFO::Verifying options selected are valid 2024-03-27 23:54:32.821036 INFO::Determining format of input files 2024-03-27 23:54:32.822334 INFO::Input format is data samples as columns and metadata samples as rows 2024-03-27 23:54:32.838364 INFO::Formula for fixed effects: expr ~ diagnosis + age + antibiotics 2024-03-27 23:54:32.840205 INFO::Filter data based on min abundance and min prevalence 2024-03-27 23:54:32.841112 INFO::Total samples in data: 102 2024-03-27 23:54:32.841953 INFO::Min samples required with min abundance for a feature not to be filtered: 0.000000 2024-03-27 23:54:32.853961 INFO::Total filtered features: 0 2024-03-27 23:54:32.855189 INFO::Filtered feature names from abundance and prevalence filtering: 2024-03-27 23:54:32.876832 INFO::Total filtered features with variance filtering: 0 2024-03-27 23:54:32.878091 INFO::Filtered feature names from variance filtering: 2024-03-27 23:54:32.878971 INFO::Running selected normalization method: NONE 2024-03-27 23:54:32.879854 INFO::Applying z-score to standardize continuous metadata 2024-03-27 23:54:32.899946 INFO::Running selected transform method: NONE 2024-03-27 23:54:32.901109 INFO::Running selected analysis method: LM 2024-03-27 23:54:32.906587 INFO::Fitting model to feature number 1, F1 2024-03-27 23:54:32.917653 INFO::Fitting model to feature number 2, F2 2024-03-27 23:54:32.921754 INFO::Fitting model to feature number 3, F3 2024-03-27 23:54:32.925757 INFO::Fitting model to feature number 4, F4 2024-03-27 23:54:32.929832 INFO::Fitting model to feature number 5, F5 2024-03-27 23:54:32.9339 INFO::Fitting model to feature number 6, F6 2024-03-27 23:54:32.937864 INFO::Fitting model to feature number 7, F7 2024-03-27 23:54:32.941858 INFO::Fitting model to feature number 8, F8 2024-03-27 23:54:32.94578 INFO::Fitting model to feature number 9, F9 2024-03-27 23:54:32.94968 INFO::Fitting model to feature number 10, F10 2024-03-27 23:54:32.9536 INFO::Fitting model to feature number 11, F11 2024-03-27 23:54:32.957522 INFO::Fitting model to feature number 12, F12 2024-03-27 23:54:32.961464 INFO::Fitting model to feature number 13, F13 2024-03-27 23:54:32.965466 INFO::Fitting model to feature number 14, F14 2024-03-27 23:54:32.969433 INFO::Fitting model to feature number 15, F15 2024-03-27 23:54:32.973344 INFO::Fitting model to feature number 16, F16 2024-03-27 23:54:32.977213 INFO::Fitting model to feature number 17, F17 2024-03-27 23:54:32.981174 INFO::Fitting model to feature number 18, F18 2024-03-27 23:54:32.98498 INFO::Fitting model to feature number 19, F19 2024-03-27 23:54:32.988801 INFO::Fitting model to feature number 20, F20 2024-03-27 23:54:32.99257 INFO::Fitting model to feature number 21, F21 2024-03-27 23:54:32.996331 INFO::Fitting model to feature number 22, F22 2024-03-27 23:54:33.000073 INFO::Fitting model to feature number 23, F23 2024-03-27 23:54:33.003807 INFO::Fitting model to feature number 24, F24 2024-03-27 23:54:33.007528 INFO::Fitting model to feature number 25, F25 2024-03-27 23:54:33.01123 INFO::Fitting model to feature number 26, F26 2024-03-27 23:54:33.014896 INFO::Fitting model to feature number 27, F27 2024-03-27 23:54:33.018577 INFO::Fitting model to feature number 28, F28 2024-03-27 23:54:33.022309 INFO::Fitting model to feature number 29, F29 2024-03-27 23:54:33.026041 INFO::Fitting model to feature number 30, F30 2024-03-27 23:54:33.029771 INFO::Fitting model to feature number 31, F31 2024-03-27 23:54:33.033481 INFO::Fitting model to feature number 32, F32 2024-03-27 23:54:33.037169 INFO::Fitting model to feature number 33, F33 2024-03-27 23:54:33.040877 INFO::Fitting model to feature number 34, F34 2024-03-27 23:54:33.044563 INFO::Fitting model to feature number 35, F35 2024-03-27 23:54:33.048225 INFO::Fitting model to feature number 36, F36 2024-03-27 23:54:33.051834 INFO::Fitting model to feature number 37, F37 2024-03-27 23:54:33.055511 INFO::Fitting model to feature number 38, F38 2024-03-27 23:54:33.059199 INFO::Fitting model to feature number 39, F39 2024-03-27 23:54:33.062872 INFO::Fitting model to feature number 40, F40 2024-03-27 23:54:33.066541 INFO::Fitting model to feature number 41, F41 2024-03-27 23:54:33.070216 INFO::Fitting model to feature number 42, F43 2024-03-27 23:54:33.073849 INFO::Fitting model to feature number 43, F44 2024-03-27 23:54:33.077498 INFO::Fitting model to feature number 44, F45 2024-03-27 23:54:33.081201 INFO::Fitting model to feature number 45, F46 2024-03-27 23:54:33.084916 INFO::Fitting model to feature number 46, F47 2024-03-27 23:54:33.088599 INFO::Fitting model to feature number 47, F48 2024-03-27 23:54:33.092259 INFO::Fitting model to feature number 48, F49 2024-03-27 23:54:33.095961 INFO::Fitting model to feature number 49, F50 2024-03-27 23:54:33.099649 INFO::Fitting model to feature number 50, F51 2024-03-27 23:54:33.103357 INFO::Fitting model to feature number 51, F52 2024-03-27 23:54:33.107054 INFO::Fitting model to feature number 52, F53 2024-03-27 23:54:33.110805 INFO::Fitting model to feature number 53, F54 2024-03-27 23:54:33.114552 INFO::Fitting model to feature number 54, F55 2024-03-27 23:54:33.118312 INFO::Fitting model to feature number 55, F56 2024-03-27 23:54:33.122027 INFO::Fitting model to feature number 56, F57 2024-03-27 23:54:33.125766 INFO::Fitting model to feature number 57, F58 2024-03-27 23:54:33.129484 INFO::Fitting model to feature number 58, F59 2024-03-27 23:54:33.133231 INFO::Fitting model to feature number 59, F60 2024-03-27 23:54:33.136993 INFO::Fitting model to feature number 60, F63 2024-03-27 23:54:33.140719 INFO::Fitting model to feature number 61, F64 2024-03-27 23:54:33.144454 INFO::Fitting model to feature number 62, F65 2024-03-27 23:54:33.148179 INFO::Fitting model to feature number 63, F66 2024-03-27 23:54:33.151929 INFO::Fitting model to feature number 64, F67 2024-03-27 23:54:33.155675 INFO::Fitting model to feature number 65, F68 2024-03-27 23:54:33.15938 INFO::Fitting model to feature number 66, F69 2024-03-27 23:54:33.163026 INFO::Fitting model to feature number 67, F70 2024-03-27 23:54:33.166758 INFO::Fitting model to feature number 68, F71 2024-03-27 23:54:33.170468 INFO::Fitting model to feature number 69, F72 2024-03-27 23:54:33.174181 INFO::Fitting model to feature number 70, F73 2024-03-27 23:54:33.177946 INFO::Fitting model to feature number 71, F74 2024-03-27 23:54:33.181738 INFO::Fitting model to feature number 72, F76 2024-03-27 23:54:33.185442 INFO::Fitting model to feature number 73, F77 2024-03-27 23:54:33.189144 INFO::Fitting model to feature number 74, F78 2024-03-27 23:54:33.192896 INFO::Fitting model to feature number 75, F79 2024-03-27 23:54:33.196646 INFO::Fitting model to feature number 76, F80 2024-03-27 23:54:33.20047 INFO::Fitting model to feature number 77, F81 2024-03-27 23:54:33.204347 INFO::Fitting model to feature number 78, F82 2024-03-27 23:54:33.208152 INFO::Fitting model to feature number 79, F83 2024-03-27 23:54:33.211924 INFO::Fitting model to feature number 80, F84 2024-03-27 23:54:33.215709 INFO::Fitting model to feature number 81, F85 2024-03-27 23:54:33.219533 INFO::Fitting model to feature number 82, F86 2024-03-27 23:54:33.223286 INFO::Fitting model to feature number 83, F87 2024-03-27 23:54:33.227119 INFO::Fitting model to feature number 84, F88 2024-03-27 23:54:33.230974 INFO::Fitting model to feature number 85, F89 2024-03-27 23:54:33.234752 INFO::Fitting model to feature number 86, F90 2024-03-27 23:54:33.238609 INFO::Fitting model to feature number 87, F91 2024-03-27 23:54:33.242396 INFO::Fitting model to feature number 88, F92 2024-03-27 23:54:33.246059 INFO::Fitting model to feature number 89, F93 2024-03-27 23:54:33.24972 INFO::Fitting model to feature number 90, F94 2024-03-27 23:54:33.253352 INFO::Fitting model to feature number 91, F95 2024-03-27 23:54:33.256947 INFO::Fitting model to feature number 92, F96 2024-03-27 23:54:33.260576 INFO::Fitting model to feature number 93, F97 2024-03-27 23:54:33.264187 INFO::Fitting model to feature number 94, F98 2024-03-27 23:54:33.26785 INFO::Fitting model to feature number 95, F99 2024-03-27 23:54:33.271503 INFO::Fitting model to feature number 96, F100 2024-03-27 23:54:33.275183 INFO::Fitting model to feature number 97, F101 2024-03-27 23:54:33.278825 INFO::Fitting model to feature number 98, F102 2024-03-27 23:54:33.282496 INFO::Fitting model to feature number 99, F103 2024-03-27 23:54:33.286098 INFO::Fitting model to feature number 100, F104 2024-03-27 23:54:33.289751 INFO::Fitting model to feature number 101, F105 2024-03-27 23:54:33.293384 INFO::Fitting model to feature number 102, F106 2024-03-27 23:54:33.297013 INFO::Fitting model to feature number 103, F107 2024-03-27 23:54:33.300661 INFO::Fitting model to feature number 104, F108 2024-03-27 23:54:33.304337 INFO::Fitting model to feature number 105, F109 2024-03-27 23:54:33.307944 INFO::Fitting model to feature number 106, F110 2024-03-27 23:54:33.311657 INFO::Fitting model to feature number 107, F111 2024-03-27 23:54:33.31538 INFO::Fitting model to feature number 108, F112 2024-03-27 23:54:33.319115 INFO::Fitting model to feature number 109, F113 2024-03-27 23:54:33.322861 INFO::Fitting model to feature number 110, F114 2024-03-27 23:54:33.326551 INFO::Fitting model to feature number 111, F115 2024-03-27 23:54:33.330245 INFO::Fitting model to feature number 112, F117 2024-03-27 23:54:33.33392 INFO::Fitting model to feature number 113, F118 2024-03-27 23:54:33.337614 INFO::Fitting model to feature number 114, F119 2024-03-27 23:54:33.341313 INFO::Fitting model to feature number 115, F120 2024-03-27 23:54:33.344934 INFO::Fitting model to feature number 116, F121 2024-03-27 23:54:33.348589 INFO::Fitting model to feature number 117, F122 2024-03-27 23:54:33.352219 INFO::Fitting model to feature number 118, F123 2024-03-27 23:54:33.355813 INFO::Fitting model to feature number 119, F124 2024-03-27 23:54:33.359448 INFO::Fitting model to feature number 120, F125 2024-03-27 23:54:33.363097 INFO::Fitting model to feature number 121, F126 2024-03-27 23:54:33.366752 INFO::Fitting model to feature number 122, F127 2024-03-27 23:54:33.370461 INFO::Fitting model to feature number 123, F128 2024-03-27 23:54:33.37415 INFO::Fitting model to feature number 124, F129 2024-03-27 23:54:33.377815 INFO::Fitting model to feature number 125, F130 2024-03-27 23:54:33.381488 INFO::Fitting model to feature number 126, F131 2024-03-27 23:54:33.385123 INFO::Fitting model to feature number 127, F132 2024-03-27 23:54:33.388795 INFO::Fitting model to feature number 128, F133 2024-03-27 23:54:33.392464 INFO::Fitting model to feature number 129, F134 2024-03-27 23:54:33.396137 INFO::Fitting model to feature number 130, F135 2024-03-27 23:54:33.399796 INFO::Fitting model to feature number 131, F136 2024-03-27 23:54:33.403451 INFO::Fitting model to feature number 132, F137 2024-03-27 23:54:33.407043 INFO::Fitting model to feature number 133, F138 2024-03-27 23:54:33.410748 INFO::Fitting model to feature number 134, F139 2024-03-27 23:54:33.414428 INFO::Fitting model to feature number 135, F140 2024-03-27 23:54:33.441724 INFO::Fitting model to feature number 136, F141 2024-03-27 23:54:33.447083 INFO::Fitting model to feature number 137, F142 2024-03-27 23:54:33.451162 INFO::Fitting model to feature number 138, F143 2024-03-27 23:54:33.455107 INFO::Fitting model to feature number 139, F144 2024-03-27 23:54:33.458964 INFO::Fitting model to feature number 140, F145 2024-03-27 23:54:33.462716 INFO::Fitting model to feature number 141, F146 2024-03-27 23:54:33.466479 INFO::Fitting model to feature number 142, F147 2024-03-27 23:54:33.47019 INFO::Fitting model to feature number 143, F148 2024-03-27 23:54:33.473765 INFO::Fitting model to feature number 144, F149 2024-03-27 23:54:33.477389 INFO::Fitting model to feature number 145, F150 2024-03-27 23:54:33.481081 INFO::Fitting model to feature number 146, F152 2024-03-27 23:54:33.484852 INFO::Fitting model to feature number 147, F153 2024-03-27 23:54:33.488696 INFO::Fitting model to feature number 148, F154 2024-03-27 23:54:33.492455 INFO::Fitting model to feature number 149, F155 2024-03-27 23:54:33.496235 INFO::Fitting model to feature number 150, F156 2024-03-27 23:54:33.500189 INFO::Fitting model to feature number 151, F157 2024-03-27 23:54:33.504084 INFO::Fitting model to feature number 152, F158 2024-03-27 23:54:33.508004 INFO::Fitting model to feature number 153, F159 2024-03-27 23:54:33.51179 INFO::Fitting model to feature number 154, F160 2024-03-27 23:54:33.515607 INFO::Fitting model to feature number 155, F161 2024-03-27 23:54:33.519368 INFO::Fitting model to feature number 156, F162 2024-03-27 23:54:33.523085 INFO::Fitting model to feature number 157, F163 2024-03-27 23:54:33.526762 INFO::Fitting model to feature number 158, F164 2024-03-27 23:54:33.530422 INFO::Fitting model to feature number 159, F165 2024-03-27 23:54:33.534073 INFO::Fitting model to feature number 160, F166 2024-03-27 23:54:33.537684 INFO::Fitting model to feature number 161, F167 2024-03-27 23:54:33.54131 INFO::Fitting model to feature number 162, F168 2024-03-27 23:54:33.544912 INFO::Fitting model to feature number 163, F169 2024-03-27 23:54:33.548537 INFO::Fitting model to feature number 164, F170 2024-03-27 23:54:33.552106 INFO::Fitting model to feature number 165, F171 2024-03-27 23:54:33.555567 INFO::Fitting model to feature number 166, F172 2024-03-27 23:54:33.559098 INFO::Fitting model to feature number 167, F173 2024-03-27 23:54:33.562701 INFO::Fitting model to feature number 168, F174 2024-03-27 23:54:33.566308 INFO::Fitting model to feature number 169, F175 2024-03-27 23:54:33.569905 INFO::Fitting model to feature number 170, F176 2024-03-27 23:54:33.573493 INFO::Fitting model to feature number 171, F177 2024-03-27 23:54:33.577025 INFO::Fitting model to feature number 172, F178 2024-03-27 23:54:33.580503 INFO::Fitting model to feature number 173, F179 2024-03-27 23:54:33.584002 INFO::Fitting model to feature number 174, F180 2024-03-27 23:54:33.587506 INFO::Fitting model to feature number 175, F181 2024-03-27 23:54:33.590966 INFO::Fitting model to feature number 176, F182 2024-03-27 23:54:33.594479 INFO::Fitting model to feature number 177, F183 2024-03-27 23:54:33.59799 INFO::Fitting model to feature number 178, F184 2024-03-27 23:54:33.601452 INFO::Fitting model to feature number 179, F185 2024-03-27 23:54:33.604965 INFO::Fitting model to feature number 180, F186 2024-03-27 23:54:33.608481 INFO::Fitting model to feature number 181, F187 2024-03-27 23:54:33.611986 INFO::Fitting model to feature number 182, F188 2024-03-27 23:54:33.61555 INFO::Fitting model to feature number 183, F189 2024-03-27 23:54:33.619063 INFO::Fitting model to feature number 184, F190 2024-03-27 23:54:33.622585 INFO::Fitting model to feature number 185, F191 2024-03-27 23:54:33.626226 INFO::Fitting model to feature number 186, F192 2024-03-27 23:54:33.629887 INFO::Fitting model to feature number 187, F193 2024-03-27 23:54:33.633507 INFO::Fitting model to feature number 188, F194 2024-03-27 23:54:33.63717 INFO::Fitting model to feature number 189, F195 2024-03-27 23:54:33.640848 INFO::Fitting model to feature number 190, F196 2024-03-27 23:54:33.644569 INFO::Fitting model to feature number 191, F197 2024-03-27 23:54:33.648221 INFO::Fitting model to feature number 192, F198 2024-03-27 23:54:33.651792 INFO::Fitting model to feature number 193, F199 2024-03-27 23:54:33.655306 INFO::Fitting model to feature number 194, F200 2024-03-27 23:54:33.658895 INFO::Fitting model to feature number 195, F201 2024-03-27 23:54:33.662365 INFO::Fitting model to feature number 196, F202 2024-03-27 23:54:33.665878 INFO::Fitting model to feature number 197, F203 2024-03-27 23:54:33.669427 INFO::Fitting model to feature number 198, F204 2024-03-27 23:54:33.672962 INFO::Fitting model to feature number 199, F206 2024-03-27 23:54:33.676607 INFO::Fitting model to feature number 200, F207 2024-03-27 23:54:33.680261 INFO::Fitting model to feature number 201, F208 2024-03-27 23:54:33.68393 INFO::Fitting model to feature number 202, F209 2024-03-27 23:54:33.687601 INFO::Fitting model to feature number 203, F210 2024-03-27 23:54:33.691227 INFO::Fitting model to feature number 204, F211 2024-03-27 23:54:33.694842 INFO::Fitting model to feature number 205, F212 2024-03-27 23:54:33.698437 INFO::Fitting model to feature number 206, F213 2024-03-27 23:54:33.702036 INFO::Fitting model to feature number 207, F214 2024-03-27 23:54:33.705583 INFO::Fitting model to feature number 208, F215 2024-03-27 23:54:33.709133 INFO::Fitting model to feature number 209, F216 2024-03-27 23:54:33.712841 INFO::Fitting model to feature number 210, F217 2024-03-27 23:54:33.716526 INFO::Fitting model to feature number 211, F218 2024-03-27 23:54:33.720186 INFO::Fitting model to feature number 212, F219 2024-03-27 23:54:33.723894 INFO::Fitting model to feature number 213, F220 2024-03-27 23:54:33.727583 INFO::Fitting model to feature number 214, F221 2024-03-27 23:54:33.731188 INFO::Fitting model to feature number 215, F222 2024-03-27 23:54:33.734762 INFO::Fitting model to feature number 216, F223 2024-03-27 23:54:33.738285 INFO::Fitting model to feature number 217, F224 2024-03-27 23:54:33.741958 INFO::Fitting model to feature number 218, F225 2024-03-27 23:54:33.745788 INFO::Fitting model to feature number 219, F226 2024-03-27 23:54:33.749638 INFO::Fitting model to feature number 220, F227 2024-03-27 23:54:33.753476 INFO::Fitting model to feature number 221, F228 2024-03-27 23:54:33.757324 INFO::Fitting model to feature number 222, F229 2024-03-27 23:54:33.761116 INFO::Fitting model to feature number 223, F230 2024-03-27 23:54:33.764956 INFO::Fitting model to feature number 224, F231 2024-03-27 23:54:33.768694 INFO::Fitting model to feature number 225, F232 2024-03-27 23:54:33.772586 INFO::Fitting model to feature number 226, F233 2024-03-27 23:54:33.776575 INFO::Fitting model to feature number 227, F234 2024-03-27 23:54:33.780466 INFO::Fitting model to feature number 228, F235 2024-03-27 23:54:33.784148 INFO::Fitting model to feature number 229, F236 2024-03-27 23:54:33.787896 INFO::Fitting model to feature number 230, F237 2024-03-27 23:54:33.791682 INFO::Fitting model to feature number 231, F238 2024-03-27 23:54:33.795425 INFO::Fitting model to feature number 232, F239 2024-03-27 23:54:33.79916 INFO::Fitting model to feature number 233, F240 2024-03-27 23:54:33.802783 INFO::Fitting model to feature number 234, F241 2024-03-27 23:54:33.806454 INFO::Fitting model to feature number 235, F242 2024-03-27 23:54:33.810152 INFO::Fitting model to feature number 236, F243 2024-03-27 23:54:33.813812 INFO::Fitting model to feature number 237, F244 2024-03-27 23:54:33.817529 INFO::Fitting model to feature number 238, F245 2024-03-27 23:54:33.821383 INFO::Fitting model to feature number 239, F246 2024-03-27 23:54:33.825286 INFO::Fitting model to feature number 240, F247 2024-03-27 23:54:33.829083 INFO::Fitting model to feature number 241, F248 2024-03-27 23:54:33.832852 INFO::Fitting model to feature number 242, F249 2024-03-27 23:54:33.83663 INFO::Fitting model to feature number 243, F250 2024-03-27 23:54:33.840472 INFO::Fitting model to feature number 244, F252 2024-03-27 23:54:33.844333 INFO::Fitting model to feature number 245, F253 2024-03-27 23:54:33.848216 INFO::Fitting model to feature number 246, F254 2024-03-27 23:54:33.851938 INFO::Fitting model to feature number 247, F255 2024-03-27 23:54:33.855737 INFO::Fitting model to feature number 248, F256 2024-03-27 23:54:33.859471 INFO::Fitting model to feature number 249, F257 2024-03-27 23:54:33.863252 INFO::Fitting model to feature number 250, F259 2024-03-27 23:54:33.866987 INFO::Fitting model to feature number 251, F260 2024-03-27 23:54:33.870872 INFO::Fitting model to feature number 252, F261 2024-03-27 23:54:33.874752 INFO::Fitting model to feature number 253, F262 2024-03-27 23:54:33.878591 INFO::Fitting model to feature number 254, F263 2024-03-27 23:54:33.882459 INFO::Fitting model to feature number 255, F264 2024-03-27 23:54:33.886314 INFO::Fitting model to feature number 256, F265 2024-03-27 23:54:33.890051 INFO::Fitting model to feature number 257, F266 2024-03-27 23:54:33.893737 INFO::Fitting model to feature number 258, F267 2024-03-27 23:54:33.897428 INFO::Fitting model to feature number 259, F269 2024-03-27 23:54:33.901249 INFO::Fitting model to feature number 260, F270 2024-03-27 23:54:33.905123 INFO::Fitting model to feature number 261, F271 2024-03-27 23:54:33.909007 INFO::Fitting model to feature number 262, F272 2024-03-27 23:54:33.912837 INFO::Fitting model to feature number 263, F273 2024-03-27 23:54:33.916686 INFO::Fitting model to feature number 264, F274 2024-03-27 23:54:33.920558 INFO::Fitting model to feature number 265, F276 2024-03-27 23:54:33.924461 INFO::Fitting model to feature number 266, F277 2024-03-27 23:54:33.92836 INFO::Fitting model to feature number 267, F278 2024-03-27 23:54:33.932102 INFO::Fitting model to feature number 268, F279 2024-03-27 23:54:33.935829 INFO::Fitting model to feature number 269, F280 2024-03-27 23:54:33.939527 INFO::Fitting model to feature number 270, F281 2024-03-27 23:54:33.943267 INFO::Fitting model to feature number 271, F282 2024-03-27 23:54:33.946945 INFO::Fitting model to feature number 272, F283 2024-03-27 23:54:33.950576 INFO::Fitting model to feature number 273, F284 2024-03-27 23:54:33.954222 INFO::Fitting model to feature number 274, F285 2024-03-27 23:54:33.957948 INFO::Fitting model to feature number 275, F286 2024-03-27 23:54:33.961646 INFO::Fitting model to feature number 276, F287 2024-03-27 23:54:33.965351 INFO::Fitting model to feature number 277, F288 2024-03-27 23:54:33.969043 INFO::Fitting model to feature number 278, F289 2024-03-27 23:54:33.972778 INFO::Fitting model to feature number 279, F290 2024-03-27 23:54:33.976607 INFO::Fitting model to feature number 280, F292 2024-03-27 23:54:33.980382 INFO::Fitting model to feature number 281, F293 2024-03-27 23:54:33.984185 INFO::Fitting model to feature number 282, F294 2024-03-27 23:54:33.987905 INFO::Fitting model to feature number 283, F295 2024-03-27 23:54:33.99162 INFO::Fitting model to feature number 284, F296 2024-03-27 23:54:33.995309 INFO::Fitting model to feature number 285, F297 2024-03-27 23:54:33.999084 INFO::Fitting model to feature number 286, F298 2024-03-27 23:54:34.002851 INFO::Fitting model to feature number 287, F299 2024-03-27 23:54:34.006646 INFO::Fitting model to feature number 288, F300 2024-03-27 23:54:34.01043 INFO::Fitting model to feature number 289, F301 2024-03-27 23:54:34.014217 INFO::Fitting model to feature number 290, F302 2024-03-27 23:54:34.018043 INFO::Fitting model to feature number 291, F303 2024-03-27 23:54:34.021887 INFO::Fitting model to feature number 292, F304 2024-03-27 23:54:34.025759 INFO::Fitting model to feature number 293, F305 2024-03-27 23:54:34.029582 INFO::Fitting model to feature number 294, F306 2024-03-27 23:54:34.033445 INFO::Fitting model to feature number 295, F307 2024-03-27 23:54:34.037305 INFO::Fitting model to feature number 296, F308 2024-03-27 23:54:34.041077 INFO::Fitting model to feature number 297, F309 2024-03-27 23:54:34.044858 INFO::Fitting model to feature number 298, F310 2024-03-27 23:54:34.048604 INFO::Fitting model to feature number 299, F311 2024-03-27 23:54:34.05234 INFO::Fitting model to feature number 300, F312 2024-03-27 23:54:34.05605 INFO::Fitting model to feature number 301, F313 2024-03-27 23:54:34.05986 INFO::Fitting model to feature number 302, F315 2024-03-27 23:54:34.063781 INFO::Fitting model to feature number 303, F316 2024-03-27 23:54:34.067874 INFO::Fitting model to feature number 304, F317 2024-03-27 23:54:34.071773 INFO::Fitting model to feature number 305, F318 2024-03-27 23:54:34.075619 INFO::Fitting model to feature number 306, F319 2024-03-27 23:54:34.079448 INFO::Fitting model to feature number 307, F320 2024-03-27 23:54:34.083255 INFO::Fitting model to feature number 308, F321 2024-03-27 23:54:34.086967 INFO::Fitting model to feature number 309, F322 2024-03-27 23:54:34.090794 INFO::Fitting model to feature number 310, F323 2024-03-27 23:54:34.094552 INFO::Fitting model to feature number 311, F324 2024-03-27 23:54:34.098279 INFO::Fitting model to feature number 312, F325 2024-03-27 23:54:34.101997 INFO::Fitting model to feature number 313, F326 2024-03-27 23:54:34.105808 INFO::Fitting model to feature number 314, F327 2024-03-27 23:54:34.109647 INFO::Fitting model to feature number 315, F328 2024-03-27 23:54:34.113442 INFO::Fitting model to feature number 316, F329 2024-03-27 23:54:34.117283 INFO::Fitting model to feature number 317, F330 2024-03-27 23:54:34.121099 INFO::Fitting model to feature number 318, F331 2024-03-27 23:54:34.125017 INFO::Fitting model to feature number 319, F332 2024-03-27 23:54:34.129038 INFO::Fitting model to feature number 320, F333 2024-03-27 23:54:34.132929 INFO::Fitting model to feature number 321, F334 2024-03-27 23:54:34.136907 INFO::Fitting model to feature number 322, F335 2024-03-27 23:54:34.14075 INFO::Fitting model to feature number 323, F336 2024-03-27 23:54:34.144564 INFO::Fitting model to feature number 324, F337 2024-03-27 23:54:34.148396 INFO::Fitting model to feature number 325, F338 2024-03-27 23:54:34.152234 INFO::Fitting model to feature number 326, F339 2024-03-27 23:54:34.156042 INFO::Fitting model to feature number 327, F340 2024-03-27 23:54:34.159847 INFO::Fitting model to feature number 328, F342 2024-03-27 23:54:34.163692 INFO::Fitting model to feature number 329, F343 2024-03-27 23:54:34.167535 INFO::Fitting model to feature number 330, F344 2024-03-27 23:54:34.171341 INFO::Fitting model to feature number 331, F345 2024-03-27 23:54:34.175117 INFO::Fitting model to feature number 332, F346 2024-03-27 23:54:34.178891 INFO::Fitting model to feature number 333, F347 2024-03-27 23:54:34.1826 INFO::Fitting model to feature number 334, F348 2024-03-27 23:54:34.186373 INFO::Fitting model to feature number 335, F350 2024-03-27 23:54:34.190048 INFO::Fitting model to feature number 336, F351 2024-03-27 23:54:34.19381 INFO::Fitting model to feature number 337, F352 2024-03-27 23:54:34.197574 INFO::Fitting model to feature number 338, F353 2024-03-27 23:54:34.201403 INFO::Fitting model to feature number 339, F355 2024-03-27 23:54:34.205233 INFO::Fitting model to feature number 340, F356 2024-03-27 23:54:34.209081 INFO::Fitting model to feature number 341, F357 2024-03-27 23:54:34.21297 INFO::Fitting model to feature number 342, F358 2024-03-27 23:54:34.216799 INFO::Fitting model to feature number 343, F359 2024-03-27 23:54:34.220645 INFO::Fitting model to feature number 344, F360 2024-03-27 23:54:34.224522 INFO::Fitting model to feature number 345, F361 2024-03-27 23:54:34.228357 INFO::Fitting model to feature number 346, F362 2024-03-27 23:54:34.232236 INFO::Fitting model to feature number 347, F363 2024-03-27 23:54:34.236081 INFO::Fitting model to feature number 348, F364 2024-03-27 23:54:34.239913 INFO::Fitting model to feature number 349, F365 2024-03-27 23:54:34.243781 INFO::Fitting model to feature number 350, F366 2024-03-27 23:54:34.247832 INFO::Fitting model to feature number 351, F367 2024-03-27 23:54:34.252121 INFO::Fitting model to feature number 352, F368 2024-03-27 23:54:34.256139 INFO::Fitting model to feature number 353, F369 2024-03-27 23:54:34.260113 INFO::Fitting model to feature number 354, F370 2024-03-27 23:54:34.263984 INFO::Fitting model to feature number 355, F371 2024-03-27 23:54:34.267811 INFO::Fitting model to feature number 356, F372 2024-03-27 23:54:34.271671 INFO::Fitting model to feature number 357, F373 2024-03-27 23:54:34.275546 INFO::Fitting model to feature number 358, F374 2024-03-27 23:54:34.279408 INFO::Fitting model to feature number 359, F375 2024-03-27 23:54:34.283226 INFO::Fitting model to feature number 360, F376 2024-03-27 23:54:34.287015 INFO::Fitting model to feature number 361, F377 2024-03-27 23:54:34.29079 INFO::Fitting model to feature number 362, F378 2024-03-27 23:54:34.294576 INFO::Fitting model to feature number 363, F379 2024-03-27 23:54:34.298352 INFO::Fitting model to feature number 364, F380 2024-03-27 23:54:34.302271 INFO::Fitting model to feature number 365, F381 2024-03-27 23:54:34.30609 INFO::Fitting model to feature number 366, F382 2024-03-27 23:54:34.309893 INFO::Fitting model to feature number 367, F383 2024-03-27 23:54:34.313686 INFO::Fitting model to feature number 368, F384 2024-03-27 23:54:34.317384 INFO::Fitting model to feature number 369, F386 2024-03-27 23:54:34.32114 INFO::Fitting model to feature number 370, F387 2024-03-27 23:54:34.324896 INFO::Fitting model to feature number 371, F388 2024-03-27 23:54:34.328704 INFO::Fitting model to feature number 372, F389 2024-03-27 23:54:34.332489 INFO::Fitting model to feature number 373, F390 2024-03-27 23:54:34.336422 INFO::Fitting model to feature number 374, F391 2024-03-27 23:54:34.340252 INFO::Fitting model to feature number 375, F392 2024-03-27 23:54:34.344042 INFO::Fitting model to feature number 376, F393 2024-03-27 23:54:34.34785 INFO::Fitting model to feature number 377, F394 2024-03-27 23:54:34.351613 INFO::Fitting model to feature number 378, F395 2024-03-27 23:54:34.355465 INFO::Fitting model to feature number 379, F396 2024-03-27 23:54:34.359291 INFO::Fitting model to feature number 380, F397 2024-03-27 23:54:34.363091 INFO::Fitting model to feature number 381, F398 2024-03-27 23:54:34.366935 INFO::Fitting model to feature number 382, F399 2024-03-27 23:54:34.370744 INFO::Fitting model to feature number 383, F400 2024-03-27 23:54:34.37466 INFO::Fitting model to feature number 384, F401 2024-03-27 23:54:34.378624 INFO::Fitting model to feature number 385, F402 2024-03-27 23:54:34.382512 INFO::Fitting model to feature number 386, F403 2024-03-27 23:54:34.386431 INFO::Fitting model to feature number 387, F404 2024-03-27 23:54:34.39033 INFO::Fitting model to feature number 388, F406 2024-03-27 23:54:34.394178 INFO::Fitting model to feature number 389, F407 2024-03-27 23:54:34.398025 INFO::Fitting model to feature number 390, F408 2024-03-27 23:54:34.401836 INFO::Fitting model to feature number 391, F409 2024-03-27 23:54:34.405769 INFO::Fitting model to feature number 392, F410 2024-03-27 23:54:34.409917 INFO::Fitting model to feature number 393, F411 2024-03-27 23:54:34.414149 INFO::Fitting model to feature number 394, F412 2024-03-27 23:54:34.418423 INFO::Fitting model to feature number 395, F413 2024-03-27 23:54:34.422567 INFO::Fitting model to feature number 396, F414 2024-03-27 23:54:34.426652 INFO::Fitting model to feature number 397, F415 2024-03-27 23:54:34.430515 INFO::Fitting model to feature number 398, F416 2024-03-27 23:54:34.434276 INFO::Fitting model to feature number 399, F417 2024-03-27 23:54:34.438384 INFO::Fitting model to feature number 400, F418 2024-03-27 23:54:34.442592 INFO::Fitting model to feature number 401, F419 2024-03-27 23:54:34.446961 INFO::Fitting model to feature number 402, F420 2024-03-27 23:54:34.451305 INFO::Fitting model to feature number 403, F421 2024-03-27 23:54:34.455465 INFO::Fitting model to feature number 404, F422 2024-03-27 23:54:34.459646 INFO::Fitting model to feature number 405, F423 2024-03-27 23:54:34.463712 INFO::Fitting model to feature number 406, F425 2024-03-27 23:54:34.467824 INFO::Fitting model to feature number 407, F426 2024-03-27 23:54:34.471814 INFO::Fitting model to feature number 408, F428 2024-03-27 23:54:34.475729 INFO::Fitting model to feature number 409, F429 2024-03-27 23:54:34.479417 INFO::Fitting model to feature number 410, F430 2024-03-27 23:54:34.483007 INFO::Fitting model to feature number 411, F431 2024-03-27 23:54:34.486592 INFO::Fitting model to feature number 412, F432 2024-03-27 23:54:34.490181 INFO::Fitting model to feature number 413, F433 2024-03-27 23:54:34.493783 INFO::Fitting model to feature number 414, F434 2024-03-27 23:54:34.497451 INFO::Fitting model to feature number 415, F435 2024-03-27 23:54:34.501204 INFO::Fitting model to feature number 416, F436 2024-03-27 23:54:34.504729 INFO::Fitting model to feature number 417, F437 2024-03-27 23:54:34.508288 INFO::Fitting model to feature number 418, F438 2024-03-27 23:54:34.511873 INFO::Fitting model to feature number 419, F439 2024-03-27 23:54:34.515422 INFO::Fitting model to feature number 420, F440 2024-03-27 23:54:34.519 INFO::Fitting model to feature number 421, F441 2024-03-27 23:54:34.52258 INFO::Fitting model to feature number 422, F442 2024-03-27 23:54:34.526194 INFO::Fitting model to feature number 423, F443 2024-03-27 23:54:34.5298 INFO::Fitting model to feature number 424, F444 2024-03-27 23:54:34.533399 INFO::Fitting model to feature number 425, F445 2024-03-27 23:54:34.537013 INFO::Fitting model to feature number 426, F446 2024-03-27 23:54:34.540671 INFO::Fitting model to feature number 427, F447 2024-03-27 23:54:34.544295 INFO::Fitting model to feature number 428, F448 2024-03-27 23:54:34.547894 INFO::Fitting model to feature number 429, F449 2024-03-27 23:54:34.551428 INFO::Fitting model to feature number 430, F450 2024-03-27 23:54:34.555034 INFO::Fitting model to feature number 431, F451 2024-03-27 23:54:34.558737 INFO::Fitting model to feature number 432, F452 2024-03-27 23:54:34.562464 INFO::Fitting model to feature number 433, F454 2024-03-27 23:54:34.566239 INFO::Fitting model to feature number 434, F455 2024-03-27 23:54:34.570032 INFO::Fitting model to feature number 435, F456 2024-03-27 23:54:34.573812 INFO::Fitting model to feature number 436, F457 2024-03-27 23:54:34.577621 INFO::Fitting model to feature number 437, F458 2024-03-27 23:54:34.58141 INFO::Fitting model to feature number 438, F459 2024-03-27 23:54:34.58516 INFO::Fitting model to feature number 439, F461 2024-03-27 23:54:34.588881 INFO::Fitting model to feature number 440, F462 2024-03-27 23:54:34.592638 INFO::Fitting model to feature number 441, F463 2024-03-27 23:54:34.596364 INFO::Fitting model to feature number 442, F464 2024-03-27 23:54:34.600051 INFO::Fitting model to feature number 443, F465 2024-03-27 23:54:34.603752 INFO::Fitting model to feature number 444, F466 2024-03-27 23:54:34.60751 INFO::Fitting model to feature number 445, F467 2024-03-27 23:54:34.611258 INFO::Fitting model to feature number 446, F468 2024-03-27 23:54:34.61506 INFO::Fitting model to feature number 447, F469 2024-03-27 23:54:34.618891 INFO::Fitting model to feature number 448, F470 2024-03-27 23:54:34.622909 INFO::Fitting model to feature number 449, F471 2024-03-27 23:54:34.627012 INFO::Fitting model to feature number 450, F474 2024-03-27 23:54:34.630939 INFO::Fitting model to feature number 451, F475 2024-03-27 23:54:34.634836 INFO::Fitting model to feature number 452, F476 2024-03-27 23:54:34.638728 INFO::Fitting model to feature number 453, F477 2024-03-27 23:54:34.66358 INFO::Fitting model to feature number 454, F478 2024-03-27 23:54:34.670303 INFO::Fitting model to feature number 455, F479 2024-03-27 23:54:34.674441 INFO::Fitting model to feature number 456, F480 2024-03-27 23:54:34.678428 INFO::Fitting model to feature number 457, F481 2024-03-27 23:54:34.682358 INFO::Fitting model to feature number 458, F482 2024-03-27 23:54:34.686222 INFO::Fitting model to feature number 459, F483 2024-03-27 23:54:34.689991 INFO::Fitting model to feature number 460, F484 2024-03-27 23:54:34.693833 INFO::Fitting model to feature number 461, F485 2024-03-27 23:54:34.697702 INFO::Fitting model to feature number 462, F486 2024-03-27 23:54:34.701505 INFO::Fitting model to feature number 463, F487 2024-03-27 23:54:34.705268 INFO::Fitting model to feature number 464, F488 2024-03-27 23:54:34.708954 INFO::Fitting model to feature number 465, F489 2024-03-27 23:54:34.712664 INFO::Fitting model to feature number 466, F490 2024-03-27 23:54:34.716315 INFO::Fitting model to feature number 467, F491 2024-03-27 23:54:34.719904 INFO::Fitting model to feature number 468, F492 2024-03-27 23:54:34.72342 INFO::Fitting model to feature number 469, F493 2024-03-27 23:54:34.727016 INFO::Fitting model to feature number 470, F494 2024-03-27 23:54:34.730583 INFO::Fitting model to feature number 471, F495 2024-03-27 23:54:34.734144 INFO::Fitting model to feature number 472, F496 2024-03-27 23:54:34.737672 INFO::Fitting model to feature number 473, F497 2024-03-27 23:54:34.741286 INFO::Fitting model to feature number 474, F498 2024-03-27 23:54:34.744873 INFO::Fitting model to feature number 475, F499 2024-03-27 23:54:34.748483 INFO::Fitting model to feature number 476, F500 2024-03-27 23:54:34.752103 INFO::Fitting model to feature number 477, F501 2024-03-27 23:54:34.755847 INFO::Fitting model to feature number 478, F502 2024-03-27 23:54:34.759672 INFO::Fitting model to feature number 479, F503 2024-03-27 23:54:34.763474 INFO::Fitting model to feature number 480, F504 2024-03-27 23:54:34.767212 INFO::Fitting model to feature number 481, F505 2024-03-27 23:54:34.770933 INFO::Fitting model to feature number 482, F506 2024-03-27 23:54:34.774541 INFO::Fitting model to feature number 483, F507 2024-03-27 23:54:34.778121 INFO::Fitting model to feature number 484, F508 2024-03-27 23:54:34.781658 INFO::Fitting model to feature number 485, F509 2024-03-27 23:54:34.785216 INFO::Fitting model to feature number 486, F510 2024-03-27 23:54:34.788867 INFO::Fitting model to feature number 487, F511 2024-03-27 23:54:34.792527 INFO::Fitting model to feature number 488, F512 2024-03-27 23:54:34.796113 INFO::Fitting model to feature number 489, F513 2024-03-27 23:54:34.799653 INFO::Fitting model to feature number 490, F514 2024-03-27 23:54:34.803119 INFO::Fitting model to feature number 491, F515 2024-03-27 23:54:34.806586 INFO::Fitting model to feature number 492, F516 2024-03-27 23:54:34.810102 INFO::Fitting model to feature number 493, F517 2024-03-27 23:54:34.813632 INFO::Fitting model to feature number 494, F518 2024-03-27 23:54:34.817084 INFO::Fitting model to feature number 495, F519 2024-03-27 23:54:34.820636 INFO::Fitting model to feature number 496, F520 2024-03-27 23:54:34.824319 INFO::Fitting model to feature number 497, F521 2024-03-27 23:54:34.82813 INFO::Fitting model to feature number 498, F522 2024-03-27 23:54:34.831927 INFO::Fitting model to feature number 499, F523 2024-03-27 23:54:34.835783 INFO::Fitting model to feature number 500, F524 2024-03-27 23:54:34.839559 INFO::Fitting model to feature number 501, F525 2024-03-27 23:54:34.843331 INFO::Fitting model to feature number 502, F526 2024-03-27 23:54:34.847097 INFO::Fitting model to feature number 503, F527 2024-03-27 23:54:34.850891 INFO::Fitting model to feature number 504, F528 2024-03-27 23:54:34.854841 INFO::Fitting model to feature number 505, F529 2024-03-27 23:54:34.858978 INFO::Fitting model to feature number 506, F530 2024-03-27 23:54:34.863101 INFO::Fitting model to feature number 507, F531 2024-03-27 23:54:34.867086 INFO::Fitting model to feature number 508, F532 2024-03-27 23:54:34.871039 INFO::Fitting model to feature number 509, F533 2024-03-27 23:54:34.874892 INFO::Fitting model to feature number 510, F534 2024-03-27 23:54:34.878767 INFO::Fitting model to feature number 511, F535 2024-03-27 23:54:34.882539 INFO::Fitting model to feature number 512, F536 2024-03-27 23:54:34.886158 INFO::Fitting model to feature number 513, F537 2024-03-27 23:54:34.889642 INFO::Fitting model to feature number 514, F539 2024-03-27 23:54:34.893171 INFO::Fitting model to feature number 515, F540 2024-03-27 23:54:34.896726 INFO::Fitting model to feature number 516, F541 2024-03-27 23:54:34.900265 INFO::Fitting model to feature number 517, F543 2024-03-27 23:54:34.903848 INFO::Fitting model to feature number 518, F544 2024-03-27 23:54:34.907449 INFO::Fitting model to feature number 519, F545 2024-03-27 23:54:34.911072 INFO::Fitting model to feature number 520, F546 2024-03-27 23:54:34.914675 INFO::Fitting model to feature number 521, F547 2024-03-27 23:54:34.918256 INFO::Fitting model to feature number 522, F548 2024-03-27 23:54:34.921755 INFO::Fitting model to feature number 523, F549 2024-03-27 23:54:34.925417 INFO::Fitting model to feature number 524, F550 2024-03-27 23:54:34.928978 INFO::Fitting model to feature number 525, F551 2024-03-27 23:54:34.937828 INFO::Fitting model to feature number 526, F552 2024-03-27 23:54:34.942127 INFO::Fitting model to feature number 527, F553 2024-03-27 23:54:34.946361 INFO::Fitting model to feature number 528, F554 2024-03-27 23:54:34.950566 INFO::Fitting model to feature number 529, F555 2024-03-27 23:54:34.954783 INFO::Fitting model to feature number 530, F556 2024-03-27 23:54:34.958951 INFO::Fitting model to feature number 531, F557 2024-03-27 23:54:34.962975 INFO::Fitting model to feature number 532, F558 2024-03-27 23:54:34.966982 INFO::Fitting model to feature number 533, F559 2024-03-27 23:54:34.971005 INFO::Fitting model to feature number 534, F560 2024-03-27 23:54:34.975006 INFO::Fitting model to feature number 535, F561 2024-03-27 23:54:34.978984 INFO::Fitting model to feature number 536, F562 2024-03-27 23:54:34.982936 INFO::Fitting model to feature number 537, F563 2024-03-27 23:54:34.986893 INFO::Fitting model to feature number 538, F564 2024-03-27 23:54:34.990806 INFO::Fitting model to feature number 539, F566 2024-03-27 23:54:34.99473 INFO::Fitting model to feature number 540, F567 2024-03-27 23:54:34.998638 INFO::Fitting model to feature number 541, F568 2024-03-27 23:54:35.002558 INFO::Fitting model to feature number 542, F569 2024-03-27 23:54:35.006536 INFO::Fitting model to feature number 543, F570 2024-03-27 23:54:35.010523 INFO::Fitting model to feature number 544, F571 2024-03-27 23:54:35.014427 INFO::Fitting model to feature number 545, F572 2024-03-27 23:54:35.018224 INFO::Fitting model to feature number 546, F573 2024-03-27 23:54:35.021946 INFO::Fitting model to feature number 547, F574 2024-03-27 23:54:35.025946 INFO::Fitting model to feature number 548, F575 2024-03-27 23:54:35.029917 INFO::Fitting model to feature number 549, F576 2024-03-27 23:54:35.034012 INFO::Fitting model to feature number 550, F577 2024-03-27 23:54:35.038056 INFO::Fitting model to feature number 551, F578 2024-03-27 23:54:35.042101 INFO::Fitting model to feature number 552, F579 2024-03-27 23:54:35.046078 INFO::Fitting model to feature number 553, F580 2024-03-27 23:54:35.050085 INFO::Fitting model to feature number 554, F581 2024-03-27 23:54:35.054128 INFO::Fitting model to feature number 555, F582 2024-03-27 23:54:35.058186 INFO::Fitting model to feature number 556, F583 2024-03-27 23:54:35.062301 INFO::Fitting model to feature number 557, F584 2024-03-27 23:54:35.066381 INFO::Fitting model to feature number 558, F585 2024-03-27 23:54:35.070427 INFO::Fitting model to feature number 559, F586 2024-03-27 23:54:35.074547 INFO::Fitting model to feature number 560, F587 2024-03-27 23:54:35.07863 INFO::Fitting model to feature number 561, F588 2024-03-27 23:54:35.082767 INFO::Fitting model to feature number 562, F589 2024-03-27 23:54:35.086972 INFO::Fitting model to feature number 563, F590 2024-03-27 23:54:35.091136 INFO::Fitting model to feature number 564, F591 2024-03-27 23:54:35.095404 INFO::Fitting model to feature number 565, F592 2024-03-27 23:54:35.099888 INFO::Fitting model to feature number 566, F593 2024-03-27 23:54:35.104322 INFO::Fitting model to feature number 567, F594 2024-03-27 23:54:35.108282 INFO::Fitting model to feature number 568, F595 2024-03-27 23:54:35.112083 INFO::Fitting model to feature number 569, F596 2024-03-27 23:54:35.115895 INFO::Fitting model to feature number 570, F597 2024-03-27 23:54:35.1197 INFO::Fitting model to feature number 571, F598 2024-03-27 23:54:35.123533 INFO::Fitting model to feature number 572, F599 2024-03-27 23:54:35.127296 INFO::Fitting model to feature number 573, F600 2024-03-27 23:54:35.131069 INFO::Fitting model to feature number 574, F601 2024-03-27 23:54:35.134718 INFO::Fitting model to feature number 575, F602 2024-03-27 23:54:35.138399 INFO::Fitting model to feature number 576, F603 2024-03-27 23:54:35.142043 INFO::Fitting model to feature number 577, F605 2024-03-27 23:54:35.145681 INFO::Fitting model to feature number 578, F606 2024-03-27 23:54:35.149314 INFO::Fitting model to feature number 579, F607 2024-03-27 23:54:35.152906 INFO::Fitting model to feature number 580, F608 2024-03-27 23:54:35.156537 INFO::Fitting model to feature number 581, F609 2024-03-27 23:54:35.160076 INFO::Fitting model to feature number 582, F610 2024-03-27 23:54:35.163671 INFO::Fitting model to feature number 583, F611 2024-03-27 23:54:35.167303 INFO::Fitting model to feature number 584, F612 2024-03-27 23:54:35.170937 INFO::Fitting model to feature number 585, F613 2024-03-27 23:54:35.174514 INFO::Fitting model to feature number 586, F614 2024-03-27 23:54:35.178278 INFO::Fitting model to feature number 587, F615 2024-03-27 23:54:35.181929 INFO::Fitting model to feature number 588, F616 2024-03-27 23:54:35.185649 INFO::Fitting model to feature number 589, F617 2024-03-27 23:54:35.189369 INFO::Fitting model to feature number 590, F618 2024-03-27 23:54:35.193089 INFO::Fitting model to feature number 591, F619 2024-03-27 23:54:35.196872 INFO::Fitting model to feature number 592, F620 2024-03-27 23:54:35.200585 INFO::Fitting model to feature number 593, F621 2024-03-27 23:54:35.204315 INFO::Fitting model to feature number 594, F622 2024-03-27 23:54:35.208086 INFO::Fitting model to feature number 595, F623 2024-03-27 23:54:35.211915 INFO::Fitting model to feature number 596, F624 2024-03-27 23:54:35.215705 INFO::Fitting model to feature number 597, F625 2024-03-27 23:54:35.219597 INFO::Fitting model to feature number 598, F626 2024-03-27 23:54:35.223399 INFO::Fitting model to feature number 599, F627 2024-03-27 23:54:35.227261 INFO::Fitting model to feature number 600, F628 2024-03-27 23:54:35.230965 INFO::Fitting model to feature number 601, F629 2024-03-27 23:54:35.234674 INFO::Fitting model to feature number 602, F630 2024-03-27 23:54:35.238413 INFO::Fitting model to feature number 603, F631 2024-03-27 23:54:35.242164 INFO::Fitting model to feature number 604, F632 2024-03-27 23:54:35.245962 INFO::Fitting model to feature number 605, F633 2024-03-27 23:54:35.249711 INFO::Fitting model to feature number 606, F634 2024-03-27 23:54:35.253499 INFO::Fitting model to feature number 607, F635 2024-03-27 23:54:35.257298 INFO::Fitting model to feature number 608, F636 2024-03-27 23:54:35.261164 INFO::Fitting model to feature number 609, F637 2024-03-27 23:54:35.264973 INFO::Fitting model to feature number 610, F638 2024-03-27 23:54:35.268823 INFO::Fitting model to feature number 611, F639 2024-03-27 23:54:35.272635 INFO::Fitting model to feature number 612, F640 2024-03-27 23:54:35.276379 INFO::Fitting model to feature number 613, F641 2024-03-27 23:54:35.280158 INFO::Fitting model to feature number 614, F642 2024-03-27 23:54:35.283959 INFO::Fitting model to feature number 615, F643 2024-03-27 23:54:35.287748 INFO::Fitting model to feature number 616, F644 2024-03-27 23:54:35.291513 INFO::Fitting model to feature number 617, F645 2024-03-27 23:54:35.295257 INFO::Fitting model to feature number 618, F646 2024-03-27 23:54:35.299037 INFO::Fitting model to feature number 619, F647 2024-03-27 23:54:35.302827 INFO::Fitting model to feature number 620, F648 2024-03-27 23:54:35.306575 INFO::Fitting model to feature number 621, F649 2024-03-27 23:54:35.311439 INFO::Fitting model to feature number 622, F650 2024-03-27 23:54:35.315289 INFO::Fitting model to feature number 623, F651 2024-03-27 23:54:35.319118 INFO::Fitting model to feature number 624, F652 2024-03-27 23:54:35.323013 INFO::Fitting model to feature number 625, F653 2024-03-27 23:54:35.326962 INFO::Fitting model to feature number 626, F654 2024-03-27 23:54:35.330873 INFO::Fitting model to feature number 627, F655 2024-03-27 23:54:35.334771 INFO::Fitting model to feature number 628, F656 2024-03-27 23:54:35.338669 INFO::Fitting model to feature number 629, F657 2024-03-27 23:54:35.342982 INFO::Fitting model to feature number 630, F658 2024-03-27 23:54:35.347086 INFO::Fitting model to feature number 631, F659 2024-03-27 23:54:35.351195 INFO::Fitting model to feature number 632, F660 2024-03-27 23:54:35.355072 INFO::Fitting model to feature number 633, F661 2024-03-27 23:54:35.359027 INFO::Fitting model to feature number 634, F662 2024-03-27 23:54:35.363012 INFO::Fitting model to feature number 635, F663 2024-03-27 23:54:35.367014 INFO::Fitting model to feature number 636, F664 2024-03-27 23:54:35.370982 INFO::Fitting model to feature number 637, F665 2024-03-27 23:54:35.374863 INFO::Fitting model to feature number 638, F666 2024-03-27 23:54:35.378695 INFO::Fitting model to feature number 639, F667 2024-03-27 23:54:35.382509 INFO::Fitting model to feature number 640, F668 2024-03-27 23:54:35.386344 INFO::Fitting model to feature number 641, F669 2024-03-27 23:54:35.390151 INFO::Fitting model to feature number 642, F670 2024-03-27 23:54:35.393939 INFO::Fitting model to feature number 643, F671 2024-03-27 23:54:35.397803 INFO::Fitting model to feature number 644, F672 2024-03-27 23:54:35.401719 INFO::Fitting model to feature number 645, F673 2024-03-27 23:54:35.405704 INFO::Fitting model to feature number 646, F674 2024-03-27 23:54:35.409631 INFO::Fitting model to feature number 647, F675 2024-03-27 23:54:35.413506 INFO::Fitting model to feature number 648, F676 2024-03-27 23:54:35.417355 INFO::Fitting model to feature number 649, F677 2024-03-27 23:54:35.421184 INFO::Fitting model to feature number 650, F678 2024-03-27 23:54:35.425035 INFO::Fitting model to feature number 651, F679 2024-03-27 23:54:35.428854 INFO::Fitting model to feature number 652, F680 2024-03-27 23:54:35.432698 INFO::Fitting model to feature number 653, F681 2024-03-27 23:54:35.436599 INFO::Fitting model to feature number 654, F682 2024-03-27 23:54:35.440488 INFO::Fitting model to feature number 655, F683 2024-03-27 23:54:35.444425 INFO::Fitting model to feature number 656, F684 2024-03-27 23:54:35.44829 INFO::Fitting model to feature number 657, F685 2024-03-27 23:54:35.452068 INFO::Fitting model to feature number 658, F686 2024-03-27 23:54:35.455874 INFO::Fitting model to feature number 659, F687 2024-03-27 23:54:35.459611 INFO::Fitting model to feature number 660, F688 2024-03-27 23:54:35.463276 INFO::Fitting model to feature number 661, F689 2024-03-27 23:54:35.467356 INFO::Fitting model to feature number 662, F690 2024-03-27 23:54:35.471363 INFO::Fitting model to feature number 663, F691 2024-03-27 23:54:35.475605 INFO::Fitting model to feature number 664, F692 2024-03-27 23:54:35.479812 INFO::Fitting model to feature number 665, F693 2024-03-27 23:54:35.484013 INFO::Fitting model to feature number 666, F694 2024-03-27 23:54:35.488222 INFO::Fitting model to feature number 667, F695 2024-03-27 23:54:35.492262 INFO::Fitting model to feature number 668, F696 2024-03-27 23:54:35.496255 INFO::Fitting model to feature number 669, F697 2024-03-27 23:54:35.500254 INFO::Fitting model to feature number 670, F698 2024-03-27 23:54:35.504279 INFO::Fitting model to feature number 671, F699 2024-03-27 23:54:35.508291 INFO::Fitting model to feature number 672, F700 2024-03-27 23:54:35.512297 INFO::Fitting model to feature number 673, F701 2024-03-27 23:54:35.516297 INFO::Fitting model to feature number 674, F702 2024-03-27 23:54:35.520164 INFO::Fitting model to feature number 675, F704 2024-03-27 23:54:35.524037 INFO::Fitting model to feature number 676, F705 2024-03-27 23:54:35.52794 INFO::Fitting model to feature number 677, F706 2024-03-27 23:54:35.531985 INFO::Fitting model to feature number 678, F707 2024-03-27 23:54:35.535919 INFO::Fitting model to feature number 679, F708 2024-03-27 23:54:35.539861 INFO::Fitting model to feature number 680, F709 2024-03-27 23:54:35.543737 INFO::Fitting model to feature number 681, F710 2024-03-27 23:54:35.547616 INFO::Fitting model to feature number 682, F711 2024-03-27 23:54:35.551575 INFO::Fitting model to feature number 683, F712 2024-03-27 23:54:35.555762 INFO::Fitting model to feature number 684, F713 2024-03-27 23:54:35.55993 INFO::Fitting model to feature number 685, F714 2024-03-27 23:54:35.5641 INFO::Fitting model to feature number 686, F715 2024-03-27 23:54:35.568271 INFO::Fitting model to feature number 687, F716 2024-03-27 23:54:35.572311 INFO::Fitting model to feature number 688, F717 2024-03-27 23:54:35.576507 INFO::Fitting model to feature number 689, F718 2024-03-27 23:54:35.580628 INFO::Fitting model to feature number 690, F719 2024-03-27 23:54:35.584755 INFO::Fitting model to feature number 691, F720 2024-03-27 23:54:35.588901 INFO::Fitting model to feature number 692, F721 2024-03-27 23:54:35.593118 INFO::Fitting model to feature number 693, F722 2024-03-27 23:54:35.597178 INFO::Fitting model to feature number 694, F723 2024-03-27 23:54:35.601104 INFO::Fitting model to feature number 695, F724 2024-03-27 23:54:35.605151 INFO::Fitting model to feature number 696, F725 2024-03-27 23:54:35.609149 INFO::Fitting model to feature number 697, F726 2024-03-27 23:54:35.613279 INFO::Fitting model to feature number 698, F727 2024-03-27 23:54:35.617431 INFO::Fitting model to feature number 699, F728 2024-03-27 23:54:35.621559 INFO::Fitting model to feature number 700, F729 2024-03-27 23:54:35.625552 INFO::Fitting model to feature number 701, F730 2024-03-27 23:54:35.629466 INFO::Fitting model to feature number 702, F731 2024-03-27 23:54:35.633389 INFO::Fitting model to feature number 703, F732 2024-03-27 23:54:35.637478 INFO::Fitting model to feature number 704, F733 2024-03-27 23:54:35.64167 INFO::Fitting model to feature number 705, F734 2024-03-27 23:54:35.645859 INFO::Fitting model to feature number 706, F735 2024-03-27 23:54:35.650062 INFO::Fitting model to feature number 707, F736 2024-03-27 23:54:35.654149 INFO::Fitting model to feature number 708, F737 2024-03-27 23:54:35.658149 INFO::Fitting model to feature number 709, F739 2024-03-27 23:54:35.662215 INFO::Fitting model to feature number 710, F740 2024-03-27 23:54:35.666216 INFO::Fitting model to feature number 711, F741 2024-03-27 23:54:35.670267 INFO::Fitting model to feature number 712, F742 2024-03-27 23:54:35.674275 INFO::Fitting model to feature number 713, F743 2024-03-27 23:54:35.678122 INFO::Fitting model to feature number 714, F744 2024-03-27 23:54:35.682073 INFO::Fitting model to feature number 715, F745 2024-03-27 23:54:35.686365 INFO::Fitting model to feature number 716, F746 2024-03-27 23:54:35.690727 INFO::Fitting model to feature number 717, F747 2024-03-27 23:54:35.695048 INFO::Fitting model to feature number 718, F748 2024-03-27 23:54:35.699368 INFO::Fitting model to feature number 719, F749 2024-03-27 23:54:35.703481 INFO::Fitting model to feature number 720, F750 2024-03-27 23:54:35.707653 INFO::Fitting model to feature number 721, F751 2024-03-27 23:54:35.711771 INFO::Fitting model to feature number 722, F752 2024-03-27 23:54:35.715908 INFO::Fitting model to feature number 723, F753 2024-03-27 23:54:35.720054 INFO::Fitting model to feature number 724, F754 2024-03-27 23:54:35.724201 INFO::Fitting model to feature number 725, F755 2024-03-27 23:54:35.728385 INFO::Fitting model to feature number 726, F756 2024-03-27 23:54:35.732543 INFO::Fitting model to feature number 727, F757 2024-03-27 23:54:35.736731 INFO::Fitting model to feature number 728, F758 2024-03-27 23:54:35.740866 INFO::Fitting model to feature number 729, F759 2024-03-27 23:54:35.745131 INFO::Fitting model to feature number 730, F760 2024-03-27 23:54:35.749513 INFO::Fitting model to feature number 731, F761 2024-03-27 23:54:35.753905 INFO::Fitting model to feature number 732, F762 2024-03-27 23:54:35.75859 INFO::Fitting model to feature number 733, F763 2024-03-27 23:54:35.763388 INFO::Fitting model to feature number 734, F764 2024-03-27 23:54:35.767943 INFO::Fitting model to feature number 735, F765 2024-03-27 23:54:35.772505 INFO::Fitting model to feature number 736, F766 2024-03-27 23:54:35.777035 INFO::Fitting model to feature number 737, F767 2024-03-27 23:54:35.78158 INFO::Fitting model to feature number 738, F768 2024-03-27 23:54:35.785991 INFO::Fitting model to feature number 739, F769 2024-03-27 23:54:35.790508 INFO::Fitting model to feature number 740, F770 2024-03-27 23:54:35.795239 INFO::Fitting model to feature number 741, F771 2024-03-27 23:54:35.800164 INFO::Fitting model to feature number 742, F772 2024-03-27 23:54:35.805017 INFO::Fitting model to feature number 743, F773 2024-03-27 23:54:35.809532 INFO::Fitting model to feature number 744, F774 2024-03-27 23:54:35.81374 INFO::Fitting model to feature number 745, F775 2024-03-27 23:54:35.817844 INFO::Fitting model to feature number 746, F776 2024-03-27 23:54:35.822035 INFO::Fitting model to feature number 747, F777 2024-03-27 23:54:35.826325 INFO::Fitting model to feature number 748, F778 2024-03-27 23:54:35.830507 INFO::Fitting model to feature number 749, F779 2024-03-27 23:54:35.834584 INFO::Fitting model to feature number 750, F780 2024-03-27 23:54:35.838722 INFO::Fitting model to feature number 751, F781 2024-03-27 23:54:35.842868 INFO::Fitting model to feature number 752, F782 2024-03-27 23:54:35.847029 INFO::Fitting model to feature number 753, F783 2024-03-27 23:54:35.851151 INFO::Fitting model to feature number 754, F784 2024-03-27 23:54:35.85527 INFO::Fitting model to feature number 755, F785 2024-03-27 23:54:35.859436 INFO::Fitting model to feature number 756, F786 2024-03-27 23:54:35.863475 INFO::Fitting model to feature number 757, F787 2024-03-27 23:54:35.867631 INFO::Fitting model to feature number 758, F788 2024-03-27 23:54:35.871802 INFO::Fitting model to feature number 759, F789 2024-03-27 23:54:35.875925 INFO::Fitting model to feature number 760, F790 2024-03-27 23:54:35.880122 INFO::Fitting model to feature number 761, F791 2024-03-27 23:54:35.884329 INFO::Fitting model to feature number 762, F792 2024-03-27 23:54:35.888511 INFO::Fitting model to feature number 763, F793 2024-03-27 23:54:35.892751 INFO::Fitting model to feature number 764, F794 2024-03-27 23:54:35.896992 INFO::Fitting model to feature number 765, F795 2024-03-27 23:54:35.901246 INFO::Fitting model to feature number 766, F796 2024-03-27 23:54:35.905608 INFO::Fitting model to feature number 767, F797 2024-03-27 23:54:35.909865 INFO::Fitting model to feature number 768, F798 2024-03-27 23:54:35.914018 INFO::Fitting model to feature number 769, F799 2024-03-27 23:54:35.918214 INFO::Fitting model to feature number 770, F800 2024-03-27 23:54:35.922731 INFO::Fitting model to feature number 771, F801 2024-03-27 23:54:35.958491 INFO::Fitting model to feature number 772, F802 2024-03-27 23:54:35.963227 INFO::Fitting model to feature number 773, F803 2024-03-27 23:54:35.967844 INFO::Fitting model to feature number 774, F804 2024-03-27 23:54:35.972315 INFO::Fitting model to feature number 775, F805 2024-03-27 23:54:35.976638 INFO::Fitting model to feature number 776, F806 2024-03-27 23:54:35.98093 INFO::Fitting model to feature number 777, F808 2024-03-27 23:54:35.985188 INFO::Fitting model to feature number 778, F809 2024-03-27 23:54:35.989644 INFO::Fitting model to feature number 779, F810 2024-03-27 23:54:35.99408 INFO::Fitting model to feature number 780, F811 2024-03-27 23:54:35.998361 INFO::Fitting model to feature number 781, F812 2024-03-27 23:54:36.002583 INFO::Fitting model to feature number 782, F813 2024-03-27 23:54:36.007383 INFO::Fitting model to feature number 783, F814 2024-03-27 23:54:36.01155 INFO::Fitting model to feature number 784, F815 2024-03-27 23:54:36.015688 INFO::Fitting model to feature number 785, F816 2024-03-27 23:54:36.019955 INFO::Fitting model to feature number 786, F817 2024-03-27 23:54:36.024112 INFO::Fitting model to feature number 787, F818 2024-03-27 23:54:36.0284 INFO::Fitting model to feature number 788, F819 2024-03-27 23:54:36.032662 INFO::Fitting model to feature number 789, F820 2024-03-27 23:54:36.036851 INFO::Fitting model to feature number 790, F821 2024-03-27 23:54:36.041114 INFO::Fitting model to feature number 791, F822 2024-03-27 23:54:36.04547 INFO::Fitting model to feature number 792, F823 2024-03-27 23:54:36.049699 INFO::Fitting model to feature number 793, F824 2024-03-27 23:54:36.054018 INFO::Fitting model to feature number 794, F825 2024-03-27 23:54:36.058063 INFO::Fitting model to feature number 795, F826 2024-03-27 23:54:36.062131 INFO::Fitting model to feature number 796, F827 2024-03-27 23:54:36.066157 INFO::Fitting model to feature number 797, F828 2024-03-27 23:54:36.070071 INFO::Fitting model to feature number 798, F829 2024-03-27 23:54:36.074004 INFO::Fitting model to feature number 799, F830 2024-03-27 23:54:36.077967 INFO::Fitting model to feature number 800, F831 2024-03-27 23:54:36.082198 INFO::Fitting model to feature number 801, F832 2024-03-27 23:54:36.086454 INFO::Fitting model to feature number 802, F833 2024-03-27 23:54:36.090534 INFO::Fitting model to feature number 803, F834 2024-03-27 23:54:36.094534 INFO::Fitting model to feature number 804, F835 2024-03-27 23:54:36.098502 INFO::Fitting model to feature number 805, F836 2024-03-27 23:54:36.102363 INFO::Fitting model to feature number 806, F837 2024-03-27 23:54:36.106251 INFO::Fitting model to feature number 807, F838 2024-03-27 23:54:36.110214 INFO::Fitting model to feature number 808, F839 2024-03-27 23:54:36.114173 INFO::Fitting model to feature number 809, F840 2024-03-27 23:54:36.118043 INFO::Fitting model to feature number 810, F841 2024-03-27 23:54:36.121919 INFO::Fitting model to feature number 811, F842 2024-03-27 23:54:36.125842 INFO::Fitting model to feature number 812, F843 2024-03-27 23:54:36.129983 INFO::Fitting model to feature number 813, F844 2024-03-27 23:54:36.133902 INFO::Fitting model to feature number 814, F845 2024-03-27 23:54:36.13773 INFO::Fitting model to feature number 815, F846 2024-03-27 23:54:36.141671 INFO::Fitting model to feature number 816, F847 2024-03-27 23:54:36.145649 INFO::Fitting model to feature number 817, F848 2024-03-27 23:54:36.149511 INFO::Fitting model to feature number 818, F849 2024-03-27 23:54:36.153343 INFO::Fitting model to feature number 819, F850 2024-03-27 23:54:36.157185 INFO::Fitting model to feature number 820, F851 2024-03-27 23:54:36.161045 INFO::Fitting model to feature number 821, F852 2024-03-27 23:54:36.165003 INFO::Fitting model to feature number 822, F853 2024-03-27 23:54:36.168955 INFO::Fitting model to feature number 823, F854 2024-03-27 23:54:36.172797 INFO::Fitting model to feature number 824, F855 2024-03-27 23:54:36.176606 INFO::Fitting model to feature number 825, F856 2024-03-27 23:54:36.180395 INFO::Fitting model to feature number 826, F857 2024-03-27 23:54:36.184179 INFO::Fitting model to feature number 827, F858 2024-03-27 23:54:36.187986 INFO::Fitting model to feature number 828, F859 2024-03-27 23:54:36.191908 INFO::Fitting model to feature number 829, F860 2024-03-27 23:54:36.195791 INFO::Fitting model to feature number 830, F861 2024-03-27 23:54:36.199586 INFO::Fitting model to feature number 831, F862 2024-03-27 23:54:36.203472 INFO::Fitting model to feature number 832, F863 2024-03-27 23:54:36.207317 INFO::Fitting model to feature number 833, F864 2024-03-27 23:54:36.211204 INFO::Fitting model to feature number 834, F865 2024-03-27 23:54:36.21523 INFO::Fitting model to feature number 835, F866 2024-03-27 23:54:36.219151 INFO::Fitting model to feature number 836, F867 2024-03-27 23:54:36.223044 INFO::Fitting model to feature number 837, F868 2024-03-27 23:54:36.226986 INFO::Fitting model to feature number 838, F869 2024-03-27 23:54:36.230996 INFO::Fitting model to feature number 839, F870 2024-03-27 23:54:36.234896 INFO::Fitting model to feature number 840, F871 2024-03-27 23:54:36.238769 INFO::Fitting model to feature number 841, F872 2024-03-27 23:54:36.242687 INFO::Fitting model to feature number 842, F873 2024-03-27 23:54:36.246678 INFO::Fitting model to feature number 843, F874 2024-03-27 23:54:36.250396 INFO::Fitting model to feature number 844, F875 2024-03-27 23:54:36.254049 INFO::Fitting model to feature number 845, F876 2024-03-27 23:54:36.257682 INFO::Fitting model to feature number 846, F877 2024-03-27 23:54:36.261388 INFO::Fitting model to feature number 847, F878 2024-03-27 23:54:36.265137 INFO::Fitting model to feature number 848, F879 2024-03-27 23:54:36.268949 INFO::Fitting model to feature number 849, F880 2024-03-27 23:54:36.272745 INFO::Fitting model to feature number 850, F881 2024-03-27 23:54:36.276567 INFO::Fitting model to feature number 851, F882 2024-03-27 23:54:36.280413 INFO::Fitting model to feature number 852, F883 2024-03-27 23:54:36.284253 INFO::Fitting model to feature number 853, F884 2024-03-27 23:54:36.288005 INFO::Fitting model to feature number 854, F885 2024-03-27 23:54:36.291707 INFO::Fitting model to feature number 855, F886 2024-03-27 23:54:36.295377 INFO::Fitting model to feature number 856, F887 2024-03-27 23:54:36.298998 INFO::Fitting model to feature number 857, F888 2024-03-27 23:54:36.302651 INFO::Fitting model to feature number 858, F889 2024-03-27 23:54:36.306281 INFO::Fitting model to feature number 859, F890 2024-03-27 23:54:36.309965 INFO::Fitting model to feature number 860, F891 2024-03-27 23:54:36.313684 INFO::Fitting model to feature number 861, F892 2024-03-27 23:54:36.317364 INFO::Fitting model to feature number 862, F893 2024-03-27 23:54:36.321023 INFO::Fitting model to feature number 863, F894 2024-03-27 23:54:36.3247 INFO::Fitting model to feature number 864, F895 2024-03-27 23:54:36.328366 INFO::Fitting model to feature number 865, F896 2024-03-27 23:54:36.332036 INFO::Fitting model to feature number 866, F897 2024-03-27 23:54:36.335722 INFO::Fitting model to feature number 867, F898 2024-03-27 23:54:36.339386 INFO::Fitting model to feature number 868, F899 2024-03-27 23:54:36.343057 INFO::Fitting model to feature number 869, F900 2024-03-27 23:54:36.506402 INFO::Counting total values for each feature 2024-03-27 23:54:36.62843 INFO::Writing filtered data to file Macarron_output/maaslin2_results/features/filtered_data.tsv 2024-03-27 23:54:36.77358 INFO::Writing filtered, normalized data to file Macarron_output/maaslin2_results/features/filtered_data_norm.tsv 2024-03-27 23:54:36.918987 INFO::Writing filtered, normalized, transformed data to file Macarron_output/maaslin2_results/features/filtered_data_norm_transformed.tsv 2024-03-27 23:54:37.065616 INFO::Writing residuals to file Macarron_output/maaslin2_results/fits/residuals.rds 2024-03-27 23:54:37.114037 INFO::Writing fitted values to file Macarron_output/maaslin2_results/fits/fitted.rds 2024-03-27 23:54:37.155148 INFO::Writing all results to file (ordered by increasing q-values): Macarron_output/maaslin2_results/all_results.tsv 2024-03-27 23:54:37.176606 INFO::Writing the significant results (those which are less than or equal to the threshold of 0.250000 ) to file (ordered by increasing q-values): Macarron_output/maaslin2_results/significant_results.tsv 2024-03-27 23:54:37.1868 INFO::Writing heatmap of significant results to file: Macarron_output/maaslin2_results/heatmap.pdf 2024-03-27 23:54:37.524037 INFO::Writing all prioritized metabolites to file: Macarron_output/prioritized_metabolites_all.csv 2024-03-27 23:54:37.535648 INFO::Writing characterizable prioritized metabolites to file: Macarron_output/prioritized_metabolites_characterizable.csv 2024-03-27 23:54:37.559765 INFO::Writing highly prioritized metabolites in IBD to file: Macarron_output/highly_prioritized_per_module_in_IBD.csv ..cutHeight not given, setting it to 0.99 ===> 99% of the (truncated) height range in dendro. ..done. ..cutHeight not given, setting it to 0.99 ===> 99% of the (truncated) height range in dendro. ..done. [1] "Creating output folder" [1] "Creating output feature tables folder" [1] "Creating output fits folder" [1] "Creating output figures folder" 2024-03-27 23:54:45.825777 INFO::Writing function arguments to log file 2024-03-27 23:54:45.831328 INFO::Verifying options selected are valid 2024-03-27 23:54:45.832221 INFO::Determining format of input files 2024-03-27 23:54:45.833176 INFO::Input format is data samples as columns and metadata samples as rows 2024-03-27 23:54:45.848967 INFO::Formula for fixed effects: expr ~ diagnosis + age + antibiotics 2024-03-27 23:54:45.850378 INFO::Filter data based on min abundance and min prevalence 2024-03-27 23:54:45.851191 INFO::Total samples in data: 102 2024-03-27 23:54:45.851965 INFO::Min samples required with min abundance for a feature not to be filtered: 0.000000 2024-03-27 23:54:45.863444 INFO::Total filtered features: 0 2024-03-27 23:54:45.864531 INFO::Filtered feature names from abundance and prevalence filtering: 2024-03-27 23:54:45.883529 INFO::Total filtered features with variance filtering: 0 2024-03-27 23:54:45.884691 INFO::Filtered feature names from variance filtering: 2024-03-27 23:54:45.885495 INFO::Running selected normalization method: NONE 2024-03-27 23:54:45.886276 INFO::Applying z-score to standardize continuous metadata 2024-03-27 23:54:45.891408 INFO::Running selected transform method: NONE 2024-03-27 23:54:45.892228 INFO::Running selected analysis method: LM 2024-03-27 23:54:45.8931 INFO::Fitting model to feature number 1, F1 2024-03-27 23:54:45.896956 INFO::Fitting model to feature number 2, F2 2024-03-27 23:54:45.900607 INFO::Fitting model to feature number 3, F3 2024-03-27 23:54:45.904184 INFO::Fitting model to feature number 4, F4 2024-03-27 23:54:45.907756 INFO::Fitting model to feature number 5, F5 2024-03-27 23:54:45.911259 INFO::Fitting model to feature number 6, F6 2024-03-27 23:54:45.914738 INFO::Fitting model to feature number 7, F7 2024-03-27 23:54:45.918217 INFO::Fitting model to feature number 8, F8 2024-03-27 23:54:45.921624 INFO::Fitting model to feature number 9, F9 2024-03-27 23:54:45.925007 INFO::Fitting model to feature number 10, F10 2024-03-27 23:54:45.928393 INFO::Fitting model to feature number 11, F11 2024-03-27 23:54:45.931862 INFO::Fitting model to feature number 12, F12 2024-03-27 23:54:45.935294 INFO::Fitting model to feature number 13, F13 2024-03-27 23:54:45.938762 INFO::Fitting model to feature number 14, F14 2024-03-27 23:54:45.94219 INFO::Fitting model to feature number 15, F15 2024-03-27 23:54:45.945536 INFO::Fitting model to feature number 16, F16 2024-03-27 23:54:45.948971 INFO::Fitting model to feature number 17, F17 2024-03-27 23:54:45.952423 INFO::Fitting model to feature number 18, F18 2024-03-27 23:54:45.955812 INFO::Fitting model to feature number 19, F19 2024-03-27 23:54:45.959243 INFO::Fitting model to feature number 20, F20 2024-03-27 23:54:45.962643 INFO::Fitting model to feature number 21, F21 2024-03-27 23:54:45.966012 INFO::Fitting model to feature number 22, F22 2024-03-27 23:54:45.969403 INFO::Fitting model to feature number 23, F23 2024-03-27 23:54:45.97279 INFO::Fitting model to feature number 24, F24 2024-03-27 23:54:45.976183 INFO::Fitting model to feature number 25, F25 2024-03-27 23:54:45.979595 INFO::Fitting model to feature number 26, F26 2024-03-27 23:54:45.983022 INFO::Fitting model to feature number 27, F27 2024-03-27 23:54:45.986429 INFO::Fitting model to feature number 28, F28 2024-03-27 23:54:45.989825 INFO::Fitting model to feature number 29, F29 2024-03-27 23:54:45.993148 INFO::Fitting model to feature number 30, F30 2024-03-27 23:54:45.996554 INFO::Fitting model to feature number 31, F31 2024-03-27 23:54:45.999902 INFO::Fitting model to feature number 32, F32 2024-03-27 23:54:46.003282 INFO::Fitting model to feature number 33, F33 2024-03-27 23:54:46.006692 INFO::Fitting model to feature number 34, F34 2024-03-27 23:54:46.010089 INFO::Fitting model to feature number 35, F35 2024-03-27 23:54:46.013469 INFO::Fitting model to feature number 36, F36 2024-03-27 23:54:46.016868 INFO::Fitting model to feature number 37, F37 2024-03-27 23:54:46.020307 INFO::Fitting model to feature number 38, F38 2024-03-27 23:54:46.023728 INFO::Fitting model to feature number 39, F39 2024-03-27 23:54:46.027165 INFO::Fitting model to feature number 40, F40 2024-03-27 23:54:46.03061 INFO::Fitting model to feature number 41, F41 2024-03-27 23:54:46.03406 INFO::Fitting model to feature number 42, F43 2024-03-27 23:54:46.037445 INFO::Fitting model to feature number 43, F44 2024-03-27 23:54:46.040896 INFO::Fitting model to feature number 44, F45 2024-03-27 23:54:46.044395 INFO::Fitting model to feature number 45, F46 2024-03-27 23:54:46.047849 INFO::Fitting model to feature number 46, F47 2024-03-27 23:54:46.05131 INFO::Fitting model to feature number 47, F48 2024-03-27 23:54:46.054711 INFO::Fitting model to feature number 48, F49 2024-03-27 23:54:46.058226 INFO::Fitting model to feature number 49, F50 2024-03-27 23:54:46.061744 INFO::Fitting model to feature number 50, F51 2024-03-27 23:54:46.065224 INFO::Fitting model to feature number 51, F52 2024-03-27 23:54:46.068655 INFO::Fitting model to feature number 52, F53 2024-03-27 23:54:46.072114 INFO::Fitting model to feature number 53, F54 2024-03-27 23:54:46.075553 INFO::Fitting model to feature number 54, F55 2024-03-27 23:54:46.079107 INFO::Fitting model to feature number 55, F56 2024-03-27 23:54:46.082541 INFO::Fitting model to feature number 56, F57 2024-03-27 23:54:46.086007 INFO::Fitting model to feature number 57, F58 2024-03-27 23:54:46.089527 INFO::Fitting model to feature number 58, F59 2024-03-27 23:54:46.093092 INFO::Fitting model to feature number 59, F60 2024-03-27 23:54:46.096631 INFO::Fitting model to feature number 60, F63 2024-03-27 23:54:46.100145 INFO::Fitting model to feature number 61, F64 2024-03-27 23:54:46.103626 INFO::Fitting model to feature number 62, F65 2024-03-27 23:54:46.107063 INFO::Fitting model to feature number 63, F66 2024-03-27 23:54:46.110404 INFO::Fitting model to feature number 64, F67 2024-03-27 23:54:46.113837 INFO::Fitting model to feature number 65, F68 2024-03-27 23:54:46.117296 INFO::Fitting model to feature number 66, F69 2024-03-27 23:54:46.120727 INFO::Fitting model to feature number 67, F70 2024-03-27 23:54:46.124117 INFO::Fitting model to feature number 68, F71 2024-03-27 23:54:46.127601 INFO::Fitting model to feature number 69, F72 2024-03-27 23:54:46.131184 INFO::Fitting model to feature number 70, F73 2024-03-27 23:54:46.134678 INFO::Fitting model to feature number 71, F74 2024-03-27 23:54:46.13819 INFO::Fitting model to feature number 72, F76 2024-03-27 23:54:46.141656 INFO::Fitting model to feature number 73, F77 2024-03-27 23:54:46.145176 INFO::Fitting model to feature number 74, F78 2024-03-27 23:54:46.148691 INFO::Fitting model to feature number 75, F79 2024-03-27 23:54:46.152169 INFO::Fitting model to feature number 76, F80 2024-03-27 23:54:46.155681 INFO::Fitting model to feature number 77, F81 2024-03-27 23:54:46.159223 INFO::Fitting model to feature number 78, F82 2024-03-27 23:54:46.162762 INFO::Fitting model to feature number 79, F83 2024-03-27 23:54:46.16638 INFO::Fitting model to feature number 80, F84 2024-03-27 23:54:46.16995 INFO::Fitting model to feature number 81, F85 2024-03-27 23:54:46.173596 INFO::Fitting model to feature number 82, F86 2024-03-27 23:54:46.177181 INFO::Fitting model to feature number 83, F87 2024-03-27 23:54:46.18073 INFO::Fitting model to feature number 84, F88 2024-03-27 23:54:46.184253 INFO::Fitting model to feature number 85, F89 2024-03-27 23:54:46.187803 INFO::Fitting model to feature number 86, F90 2024-03-27 23:54:46.191386 INFO::Fitting model to feature number 87, F91 2024-03-27 23:54:46.194959 INFO::Fitting model to feature number 88, F92 2024-03-27 23:54:46.198496 INFO::Fitting model to feature number 89, F93 2024-03-27 23:54:46.202064 INFO::Fitting model to feature number 90, F94 2024-03-27 23:54:46.205617 INFO::Fitting model to feature number 91, F95 2024-03-27 23:54:46.209155 INFO::Fitting model to feature number 92, F96 2024-03-27 23:54:46.212677 INFO::Fitting model to feature number 93, F97 2024-03-27 23:54:46.216223 INFO::Fitting model to feature number 94, F98 2024-03-27 23:54:46.219793 INFO::Fitting model to feature number 95, F99 2024-03-27 23:54:46.22339 INFO::Fitting model to feature number 96, F100 2024-03-27 23:54:46.226965 INFO::Fitting model to feature number 97, F101 2024-03-27 23:54:46.230543 INFO::Fitting model to feature number 98, F102 2024-03-27 23:54:46.234088 INFO::Fitting model to feature number 99, F103 2024-03-27 23:54:46.237675 INFO::Fitting model to feature number 100, F104 2024-03-27 23:54:46.241254 INFO::Fitting model to feature number 101, F105 2024-03-27 23:54:46.24481 INFO::Fitting model to feature number 102, F106 2024-03-27 23:54:46.248352 INFO::Fitting model to feature number 103, F107 2024-03-27 23:54:46.25188 INFO::Fitting model to feature number 104, F108 2024-03-27 23:54:46.255379 INFO::Fitting model to feature number 105, F109 2024-03-27 23:54:46.25888 INFO::Fitting model to feature number 106, F110 2024-03-27 23:54:46.262386 INFO::Fitting model to feature number 107, F111 2024-03-27 23:54:46.265823 INFO::Fitting model to feature number 108, F112 2024-03-27 23:54:46.269311 INFO::Fitting model to feature number 109, F113 2024-03-27 23:54:46.272829 INFO::Fitting model to feature number 110, F114 2024-03-27 23:54:46.276347 INFO::Fitting model to feature number 111, F115 2024-03-27 23:54:46.279866 INFO::Fitting model to feature number 112, F117 2024-03-27 23:54:46.283366 INFO::Fitting model to feature number 113, F118 2024-03-27 23:54:46.286868 INFO::Fitting model to feature number 114, F119 2024-03-27 23:54:46.290393 INFO::Fitting model to feature number 115, F120 2024-03-27 23:54:46.293913 INFO::Fitting model to feature number 116, F121 2024-03-27 23:54:46.297471 INFO::Fitting model to feature number 117, F122 2024-03-27 23:54:46.301007 INFO::Fitting model to feature number 118, F123 2024-03-27 23:54:46.304543 INFO::Fitting model to feature number 119, F124 2024-03-27 23:54:46.308115 INFO::Fitting model to feature number 120, F125 2024-03-27 23:54:46.311692 INFO::Fitting model to feature number 121, F126 2024-03-27 23:54:46.315259 INFO::Fitting model to feature number 122, F127 2024-03-27 23:54:46.318834 INFO::Fitting model to feature number 123, F128 2024-03-27 23:54:46.322436 INFO::Fitting model to feature number 124, F129 2024-03-27 23:54:46.326023 INFO::Fitting model to feature number 125, F130 2024-03-27 23:54:46.329602 INFO::Fitting model to feature number 126, F131 2024-03-27 23:54:46.333377 INFO::Fitting model to feature number 127, F132 2024-03-27 23:54:46.337069 INFO::Fitting model to feature number 128, F133 2024-03-27 23:54:46.340694 INFO::Fitting model to feature number 129, F134 2024-03-27 23:54:46.344311 INFO::Fitting model to feature number 130, F135 2024-03-27 23:54:46.34787 INFO::Fitting model to feature number 131, F136 2024-03-27 23:54:46.351519 INFO::Fitting model to feature number 132, F137 2024-03-27 23:54:46.355162 INFO::Fitting model to feature number 133, F138 2024-03-27 23:54:46.358736 INFO::Fitting model to feature number 134, F139 2024-03-27 23:54:46.362349 INFO::Fitting model to feature number 135, F140 2024-03-27 23:54:46.365863 INFO::Fitting model to feature number 136, F141 2024-03-27 23:54:46.369297 INFO::Fitting model to feature number 137, F142 2024-03-27 23:54:46.372816 INFO::Fitting model to feature number 138, F143 2024-03-27 23:54:46.376344 INFO::Fitting model to feature number 139, F144 2024-03-27 23:54:46.379844 INFO::Fitting model to feature number 140, F145 2024-03-27 23:54:46.383313 INFO::Fitting model to feature number 141, F146 2024-03-27 23:54:46.386809 INFO::Fitting model to feature number 142, F147 2024-03-27 23:54:46.39031 INFO::Fitting model to feature number 143, F148 2024-03-27 23:54:46.393785 INFO::Fitting model to feature number 144, F149 2024-03-27 23:54:46.397293 INFO::Fitting model to feature number 145, F150 2024-03-27 23:54:46.400786 INFO::Fitting model to feature number 146, F152 2024-03-27 23:54:46.404209 INFO::Fitting model to feature number 147, F153 2024-03-27 23:54:46.4077 INFO::Fitting model to feature number 148, F154 2024-03-27 23:54:46.41119 INFO::Fitting model to feature number 149, F155 2024-03-27 23:54:46.414689 INFO::Fitting model to feature number 150, F156 2024-03-27 23:54:46.418131 INFO::Fitting model to feature number 151, F157 2024-03-27 23:54:46.421549 INFO::Fitting model to feature number 152, F158 2024-03-27 23:54:46.425044 INFO::Fitting model to feature number 153, F159 2024-03-27 23:54:46.4285 INFO::Fitting model to feature number 154, F160 2024-03-27 23:54:46.432038 INFO::Fitting model to feature number 155, F161 2024-03-27 23:54:46.435577 INFO::Fitting model to feature number 156, F162 2024-03-27 23:54:46.439129 INFO::Fitting model to feature number 157, F163 2024-03-27 23:54:46.442744 INFO::Fitting model to feature number 158, F164 2024-03-27 23:54:46.446342 INFO::Fitting model to feature number 159, F165 2024-03-27 23:54:46.450019 INFO::Fitting model to feature number 160, F166 2024-03-27 23:54:46.453579 INFO::Fitting model to feature number 161, F167 2024-03-27 23:54:46.457204 INFO::Fitting model to feature number 162, F168 2024-03-27 23:54:46.460885 INFO::Fitting model to feature number 163, F169 2024-03-27 23:54:46.464607 INFO::Fitting model to feature number 164, F170 2024-03-27 23:54:46.468296 INFO::Fitting model to feature number 165, F171 2024-03-27 23:54:46.471841 INFO::Fitting model to feature number 166, F172 2024-03-27 23:54:46.475383 INFO::Fitting model to feature number 167, F173 2024-03-27 23:54:46.478921 INFO::Fitting model to feature number 168, F174 2024-03-27 23:54:46.482438 INFO::Fitting model to feature number 169, F175 2024-03-27 23:54:46.485949 INFO::Fitting model to feature number 170, F176 2024-03-27 23:54:46.489448 INFO::Fitting model to feature number 171, F177 2024-03-27 23:54:46.492995 INFO::Fitting model to feature number 172, F178 2024-03-27 23:54:46.496546 INFO::Fitting model to feature number 173, F179 2024-03-27 23:54:46.500291 INFO::Fitting model to feature number 174, F180 2024-03-27 23:54:46.503972 INFO::Fitting model to feature number 175, F181 2024-03-27 23:54:46.507686 INFO::Fitting model to feature number 176, F182 2024-03-27 23:54:46.511197 INFO::Fitting model to feature number 177, F183 2024-03-27 23:54:46.5147 INFO::Fitting model to feature number 178, F184 2024-03-27 23:54:46.518256 INFO::Fitting model to feature number 179, F185 2024-03-27 23:54:46.521775 INFO::Fitting model to feature number 180, F186 2024-03-27 23:54:46.525301 INFO::Fitting model to feature number 181, F187 2024-03-27 23:54:46.528922 INFO::Fitting model to feature number 182, F188 2024-03-27 23:54:46.5325 INFO::Fitting model to feature number 183, F189 2024-03-27 23:54:46.536021 INFO::Fitting model to feature number 184, F190 2024-03-27 23:54:46.539543 INFO::Fitting model to feature number 185, F191 2024-03-27 23:54:46.543074 INFO::Fitting model to feature number 186, F192 2024-03-27 23:54:46.546587 INFO::Fitting model to feature number 187, F193 2024-03-27 23:54:46.550184 INFO::Fitting model to feature number 188, F194 2024-03-27 23:54:46.553714 INFO::Fitting model to feature number 189, F195 2024-03-27 23:54:46.557261 INFO::Fitting model to feature number 190, F196 2024-03-27 23:54:46.560815 INFO::Fitting model to feature number 191, F197 2024-03-27 23:54:46.564315 INFO::Fitting model to feature number 192, F198 2024-03-27 23:54:46.567868 INFO::Fitting model to feature number 193, F199 2024-03-27 23:54:46.571382 INFO::Fitting model to feature number 194, F200 2024-03-27 23:54:46.574927 INFO::Fitting model to feature number 195, F201 2024-03-27 23:54:46.578436 INFO::Fitting model to feature number 196, F202 2024-03-27 23:54:46.581899 INFO::Fitting model to feature number 197, F203 2024-03-27 23:54:46.585399 INFO::Fitting model to feature number 198, F204 2024-03-27 23:54:46.588883 INFO::Fitting model to feature number 199, F206 2024-03-27 23:54:46.592285 INFO::Fitting model to feature number 200, F207 2024-03-27 23:54:46.595776 INFO::Fitting model to feature number 201, F208 2024-03-27 23:54:46.599207 INFO::Fitting model to feature number 202, F209 2024-03-27 23:54:46.602711 INFO::Fitting model to feature number 203, F210 2024-03-27 23:54:46.60621 INFO::Fitting model to feature number 204, F211 2024-03-27 23:54:46.609703 INFO::Fitting model to feature number 205, F212 2024-03-27 23:54:46.613225 INFO::Fitting model to feature number 206, F213 2024-03-27 23:54:46.616727 INFO::Fitting model to feature number 207, F214 2024-03-27 23:54:46.620206 INFO::Fitting model to feature number 208, F215 2024-03-27 23:54:46.623716 INFO::Fitting model to feature number 209, F216 2024-03-27 23:54:46.6273 INFO::Fitting model to feature number 210, F217 2024-03-27 23:54:46.630776 INFO::Fitting model to feature number 211, F218 2024-03-27 23:54:46.634321 INFO::Fitting model to feature number 212, F219 2024-03-27 23:54:46.637838 INFO::Fitting model to feature number 213, F220 2024-03-27 23:54:46.64137 INFO::Fitting model to feature number 214, F221 2024-03-27 23:54:46.644874 INFO::Fitting model to feature number 215, F222 2024-03-27 23:54:46.648364 INFO::Fitting model to feature number 216, F223 2024-03-27 23:54:46.651891 INFO::Fitting model to feature number 217, F224 2024-03-27 23:54:46.655428 INFO::Fitting model to feature number 218, F225 2024-03-27 23:54:46.658963 INFO::Fitting model to feature number 219, F226 2024-03-27 23:54:46.662526 INFO::Fitting model to feature number 220, F227 2024-03-27 23:54:46.666044 INFO::Fitting model to feature number 221, F228 2024-03-27 23:54:46.669582 INFO::Fitting model to feature number 222, F229 2024-03-27 23:54:46.673084 INFO::Fitting model to feature number 223, F230 2024-03-27 23:54:46.676614 INFO::Fitting model to feature number 224, F231 2024-03-27 23:54:46.680166 INFO::Fitting model to feature number 225, F232 2024-03-27 23:54:46.683698 INFO::Fitting model to feature number 226, F233 2024-03-27 23:54:46.687192 INFO::Fitting model to feature number 227, F234 2024-03-27 23:54:46.690669 INFO::Fitting model to feature number 228, F235 2024-03-27 23:54:46.694281 INFO::Fitting model to feature number 229, F236 2024-03-27 23:54:46.69788 INFO::Fitting model to feature number 230, F237 2024-03-27 23:54:46.701427 INFO::Fitting model to feature number 231, F238 2024-03-27 23:54:46.705125 INFO::Fitting model to feature number 232, F239 2024-03-27 23:54:46.70879 INFO::Fitting model to feature number 233, F240 2024-03-27 23:54:46.712393 INFO::Fitting model to feature number 234, F241 2024-03-27 23:54:46.716029 INFO::Fitting model to feature number 235, F242 2024-03-27 23:54:46.719607 INFO::Fitting model to feature number 236, F243 2024-03-27 23:54:46.723178 INFO::Fitting model to feature number 237, F244 2024-03-27 23:54:46.726663 INFO::Fitting model to feature number 238, F245 2024-03-27 23:54:46.730233 INFO::Fitting model to feature number 239, F246 2024-03-27 23:54:46.733853 INFO::Fitting model to feature number 240, F247 2024-03-27 23:54:46.737512 INFO::Fitting model to feature number 241, F248 2024-03-27 23:54:46.741164 INFO::Fitting model to feature number 242, F249 2024-03-27 23:54:46.744857 INFO::Fitting model to feature number 243, F250 2024-03-27 23:54:46.748563 INFO::Fitting model to feature number 244, F252 2024-03-27 23:54:46.752307 INFO::Fitting model to feature number 245, F253 2024-03-27 23:54:46.756149 INFO::Fitting model to feature number 246, F254 2024-03-27 23:54:46.759931 INFO::Fitting model to feature number 247, F255 2024-03-27 23:54:46.763687 INFO::Fitting model to feature number 248, F256 2024-03-27 23:54:46.790807 INFO::Fitting model to feature number 249, F257 2024-03-27 23:54:46.796808 INFO::Fitting model to feature number 250, F259 2024-03-27 23:54:46.801123 INFO::Fitting model to feature number 251, F260 2024-03-27 23:54:46.805312 INFO::Fitting model to feature number 252, F261 2024-03-27 23:54:46.80939 INFO::Fitting model to feature number 253, F262 2024-03-27 23:54:46.813412 INFO::Fitting model to feature number 254, F263 2024-03-27 23:54:46.817375 INFO::Fitting model to feature number 255, F264 2024-03-27 23:54:46.821253 INFO::Fitting model to feature number 256, F265 2024-03-27 23:54:46.825093 INFO::Fitting model to feature number 257, F266 2024-03-27 23:54:46.828825 INFO::Fitting model to feature number 258, F267 2024-03-27 23:54:46.832489 INFO::Fitting model to feature number 259, F269 2024-03-27 23:54:46.836117 INFO::Fitting model to feature number 260, F270 2024-03-27 23:54:46.839832 INFO::Fitting model to feature number 261, F271 2024-03-27 23:54:46.843659 INFO::Fitting model to feature number 262, F272 2024-03-27 23:54:46.847323 INFO::Fitting model to feature number 263, F273 2024-03-27 23:54:46.850992 INFO::Fitting model to feature number 264, F274 2024-03-27 23:54:46.854664 INFO::Fitting model to feature number 265, F276 2024-03-27 23:54:46.858338 INFO::Fitting model to feature number 266, F277 2024-03-27 23:54:46.862144 INFO::Fitting model to feature number 267, F278 2024-03-27 23:54:46.865938 INFO::Fitting model to feature number 268, F279 2024-03-27 23:54:46.869533 INFO::Fitting model to feature number 269, F280 2024-03-27 23:54:46.87312 INFO::Fitting model to feature number 270, F281 2024-03-27 23:54:46.876679 INFO::Fitting model to feature number 271, F282 2024-03-27 23:54:46.880298 INFO::Fitting model to feature number 272, F283 2024-03-27 23:54:46.883863 INFO::Fitting model to feature number 273, F284 2024-03-27 23:54:46.88743 INFO::Fitting model to feature number 274, F285 2024-03-27 23:54:46.891027 INFO::Fitting model to feature number 275, F286 2024-03-27 23:54:46.894557 INFO::Fitting model to feature number 276, F287 2024-03-27 23:54:46.898038 INFO::Fitting model to feature number 277, F288 2024-03-27 23:54:46.901493 INFO::Fitting model to feature number 278, F289 2024-03-27 23:54:46.904943 INFO::Fitting model to feature number 279, F290 2024-03-27 23:54:46.908302 INFO::Fitting model to feature number 280, F292 2024-03-27 23:54:46.911687 INFO::Fitting model to feature number 281, F293 2024-03-27 23:54:46.91509 INFO::Fitting model to feature number 282, F294 2024-03-27 23:54:46.9184 INFO::Fitting model to feature number 283, F295 2024-03-27 23:54:46.921771 INFO::Fitting model to feature number 284, F296 2024-03-27 23:54:46.925155 INFO::Fitting model to feature number 285, F297 2024-03-27 23:54:46.928525 INFO::Fitting model to feature number 286, F298 2024-03-27 23:54:46.931848 INFO::Fitting model to feature number 287, F299 2024-03-27 23:54:46.935186 INFO::Fitting model to feature number 288, F300 2024-03-27 23:54:46.938575 INFO::Fitting model to feature number 289, F301 2024-03-27 23:54:46.941949 INFO::Fitting model to feature number 290, F302 2024-03-27 23:54:46.945326 INFO::Fitting model to feature number 291, F303 2024-03-27 23:54:46.948765 INFO::Fitting model to feature number 292, F304 2024-03-27 23:54:46.952192 INFO::Fitting model to feature number 293, F305 2024-03-27 23:54:46.955589 INFO::Fitting model to feature number 294, F306 2024-03-27 23:54:46.958961 INFO::Fitting model to feature number 295, F307 2024-03-27 23:54:46.96235 INFO::Fitting model to feature number 296, F308 2024-03-27 23:54:46.965745 INFO::Fitting model to feature number 297, F309 2024-03-27 23:54:46.969144 INFO::Fitting model to feature number 298, F310 2024-03-27 23:54:46.972538 INFO::Fitting model to feature number 299, F311 2024-03-27 23:54:46.975924 INFO::Fitting model to feature number 300, F312 2024-03-27 23:54:46.979319 INFO::Fitting model to feature number 301, F313 2024-03-27 23:54:46.982672 INFO::Fitting model to feature number 302, F315 2024-03-27 23:54:46.986096 INFO::Fitting model to feature number 303, F316 2024-03-27 23:54:46.989531 INFO::Fitting model to feature number 304, F317 2024-03-27 23:54:46.992952 INFO::Fitting model to feature number 305, F318 2024-03-27 23:54:46.99634 INFO::Fitting model to feature number 306, F319 2024-03-27 23:54:46.999734 INFO::Fitting model to feature number 307, F320 2024-03-27 23:54:47.003064 INFO::Fitting model to feature number 308, F321 2024-03-27 23:54:47.006493 INFO::Fitting model to feature number 309, F322 2024-03-27 23:54:47.009898 INFO::Fitting model to feature number 310, F323 2024-03-27 23:54:47.013301 INFO::Fitting model to feature number 311, F324 2024-03-27 23:54:47.016679 INFO::Fitting model to feature number 312, F325 2024-03-27 23:54:47.020087 INFO::Fitting model to feature number 313, F326 2024-03-27 23:54:47.023546 INFO::Fitting model to feature number 314, F327 2024-03-27 23:54:47.026914 INFO::Fitting model to feature number 315, F328 2024-03-27 23:54:47.030326 INFO::Fitting model to feature number 316, F329 2024-03-27 23:54:47.033721 INFO::Fitting model to feature number 317, F330 2024-03-27 23:54:47.037171 INFO::Fitting model to feature number 318, F331 2024-03-27 23:54:47.040619 INFO::Fitting model to feature number 319, F332 2024-03-27 23:54:47.044037 INFO::Fitting model to feature number 320, F333 2024-03-27 23:54:47.047401 INFO::Fitting model to feature number 321, F334 2024-03-27 23:54:47.050836 INFO::Fitting model to feature number 322, F335 2024-03-27 23:54:47.05427 INFO::Fitting model to feature number 323, F336 2024-03-27 23:54:47.057609 INFO::Fitting model to feature number 324, F337 2024-03-27 23:54:47.061017 INFO::Fitting model to feature number 325, F338 2024-03-27 23:54:47.06436 INFO::Fitting model to feature number 326, F339 2024-03-27 23:54:47.067765 INFO::Fitting model to feature number 327, F340 2024-03-27 23:54:47.071144 INFO::Fitting model to feature number 328, F342 2024-03-27 23:54:47.074525 INFO::Fitting model to feature number 329, F343 2024-03-27 23:54:47.077963 INFO::Fitting model to feature number 330, F344 2024-03-27 23:54:47.081398 INFO::Fitting model to feature number 331, F345 2024-03-27 23:54:47.084826 INFO::Fitting model to feature number 332, F346 2024-03-27 23:54:47.088246 INFO::Fitting model to feature number 333, F347 2024-03-27 23:54:47.091636 INFO::Fitting model to feature number 334, F348 2024-03-27 23:54:47.094989 INFO::Fitting model to feature number 335, F350 2024-03-27 23:54:47.098395 INFO::Fitting model to feature number 336, F351 2024-03-27 23:54:47.101792 INFO::Fitting model to feature number 337, F352 2024-03-27 23:54:47.105208 INFO::Fitting model to feature number 338, F353 2024-03-27 23:54:47.108636 INFO::Fitting model to feature number 339, F355 2024-03-27 23:54:47.112066 INFO::Fitting model to feature number 340, F356 2024-03-27 23:54:47.115468 INFO::Fitting model to feature number 341, F357 2024-03-27 23:54:47.118884 INFO::Fitting model to feature number 342, F358 2024-03-27 23:54:47.122319 INFO::Fitting model to feature number 343, F359 2024-03-27 23:54:47.125734 INFO::Fitting model to feature number 344, F360 2024-03-27 23:54:47.129156 INFO::Fitting model to feature number 345, F361 2024-03-27 23:54:47.13257 INFO::Fitting model to feature number 346, F362 2024-03-27 23:54:47.135971 INFO::Fitting model to feature number 347, F363 2024-03-27 23:54:47.139373 INFO::Fitting model to feature number 348, F364 2024-03-27 23:54:47.142721 INFO::Fitting model to feature number 349, F365 2024-03-27 23:54:47.146156 INFO::Fitting model to feature number 350, F366 2024-03-27 23:54:47.149582 INFO::Fitting model to feature number 351, F367 2024-03-27 23:54:47.153002 INFO::Fitting model to feature number 352, F368 2024-03-27 23:54:47.156431 INFO::Fitting model to feature number 353, F369 2024-03-27 23:54:47.159878 INFO::Fitting model to feature number 354, F370 2024-03-27 23:54:47.163304 INFO::Fitting model to feature number 355, F371 2024-03-27 23:54:47.166758 INFO::Fitting model to feature number 356, F372 2024-03-27 23:54:47.170226 INFO::Fitting model to feature number 357, F373 2024-03-27 23:54:47.173693 INFO::Fitting model to feature number 358, F374 2024-03-27 23:54:47.177145 INFO::Fitting model to feature number 359, F375 2024-03-27 23:54:47.180594 INFO::Fitting model to feature number 360, F376 2024-03-27 23:54:47.184 INFO::Fitting model to feature number 361, F377 2024-03-27 23:54:47.187487 INFO::Fitting model to feature number 362, F378 2024-03-27 23:54:47.19091 INFO::Fitting model to feature number 363, F379 2024-03-27 23:54:47.194299 INFO::Fitting model to feature number 364, F380 2024-03-27 23:54:47.197635 INFO::Fitting model to feature number 365, F381 2024-03-27 23:54:47.201032 INFO::Fitting model to feature number 366, F382 2024-03-27 23:54:47.204438 INFO::Fitting model to feature number 367, F383 2024-03-27 23:54:47.207772 INFO::Fitting model to feature number 368, F384 2024-03-27 23:54:47.21118 INFO::Fitting model to feature number 369, F386 2024-03-27 23:54:47.214619 INFO::Fitting model to feature number 370, F387 2024-03-27 23:54:47.218009 INFO::Fitting model to feature number 371, F388 2024-03-27 23:54:47.22137 INFO::Fitting model to feature number 372, F389 2024-03-27 23:54:47.224834 INFO::Fitting model to feature number 373, F390 2024-03-27 23:54:47.228211 INFO::Fitting model to feature number 374, F391 2024-03-27 23:54:47.231611 INFO::Fitting model to feature number 375, F392 2024-03-27 23:54:47.235036 INFO::Fitting model to feature number 376, F393 2024-03-27 23:54:47.238446 INFO::Fitting model to feature number 377, F394 2024-03-27 23:54:47.241853 INFO::Fitting model to feature number 378, F395 2024-03-27 23:54:47.245273 INFO::Fitting model to feature number 379, F396 2024-03-27 23:54:47.248714 INFO::Fitting model to feature number 380, F397 2024-03-27 23:54:47.252257 INFO::Fitting model to feature number 381, F398 2024-03-27 23:54:47.255793 INFO::Fitting model to feature number 382, F399 2024-03-27 23:54:47.259309 INFO::Fitting model to feature number 383, F400 2024-03-27 23:54:47.262857 INFO::Fitting model to feature number 384, F401 2024-03-27 23:54:47.266336 INFO::Fitting model to feature number 385, F402 2024-03-27 23:54:47.26975 INFO::Fitting model to feature number 386, F403 2024-03-27 23:54:47.273184 INFO::Fitting model to feature number 387, F404 2024-03-27 23:54:47.27662 INFO::Fitting model to feature number 388, F406 2024-03-27 23:54:47.280092 INFO::Fitting model to feature number 389, F407 2024-03-27 23:54:47.283612 INFO::Fitting model to feature number 390, F408 2024-03-27 23:54:47.287141 INFO::Fitting model to feature number 391, F409 2024-03-27 23:54:47.290833 INFO::Fitting model to feature number 392, F410 2024-03-27 23:54:47.294428 INFO::Fitting model to feature number 393, F411 2024-03-27 23:54:47.298078 INFO::Fitting model to feature number 394, F412 2024-03-27 23:54:47.301676 INFO::Fitting model to feature number 395, F413 2024-03-27 23:54:47.305283 INFO::Fitting model to feature number 396, F414 2024-03-27 23:54:47.308864 INFO::Fitting model to feature number 397, F415 2024-03-27 23:54:47.312544 INFO::Fitting model to feature number 398, F416 2024-03-27 23:54:47.316292 INFO::Fitting model to feature number 399, F417 2024-03-27 23:54:47.319928 INFO::Fitting model to feature number 400, F418 2024-03-27 23:54:47.323642 INFO::Fitting model to feature number 401, F419 2024-03-27 23:54:47.327245 INFO::Fitting model to feature number 402, F420 2024-03-27 23:54:47.330873 INFO::Fitting model to feature number 403, F421 2024-03-27 23:54:47.334519 INFO::Fitting model to feature number 404, F422 2024-03-27 23:54:47.338318 INFO::Fitting model to feature number 405, F423 2024-03-27 23:54:47.341893 INFO::Fitting model to feature number 406, F425 2024-03-27 23:54:47.345587 INFO::Fitting model to feature number 407, F426 2024-03-27 23:54:47.349247 INFO::Fitting model to feature number 408, F428 2024-03-27 23:54:47.352819 INFO::Fitting model to feature number 409, F429 2024-03-27 23:54:47.35643 INFO::Fitting model to feature number 410, F430 2024-03-27 23:54:47.359994 INFO::Fitting model to feature number 411, F431 2024-03-27 23:54:47.363588 INFO::Fitting model to feature number 412, F432 2024-03-27 23:54:47.367135 INFO::Fitting model to feature number 413, F433 2024-03-27 23:54:47.370681 INFO::Fitting model to feature number 414, F434 2024-03-27 23:54:47.374236 INFO::Fitting model to feature number 415, F435 2024-03-27 23:54:47.3778 INFO::Fitting model to feature number 416, F436 2024-03-27 23:54:47.381371 INFO::Fitting model to feature number 417, F437 2024-03-27 23:54:47.384902 INFO::Fitting model to feature number 418, F438 2024-03-27 23:54:47.388484 INFO::Fitting model to feature number 419, F439 2024-03-27 23:54:47.39199 INFO::Fitting model to feature number 420, F440 2024-03-27 23:54:47.395489 INFO::Fitting model to feature number 421, F441 2024-03-27 23:54:47.398973 INFO::Fitting model to feature number 422, F442 2024-03-27 23:54:47.402467 INFO::Fitting model to feature number 423, F443 2024-03-27 23:54:47.405943 INFO::Fitting model to feature number 424, F444 2024-03-27 23:54:47.409417 INFO::Fitting model to feature number 425, F445 2024-03-27 23:54:47.412848 INFO::Fitting model to feature number 426, F446 2024-03-27 23:54:47.416309 INFO::Fitting model to feature number 427, F447 2024-03-27 23:54:47.41981 INFO::Fitting model to feature number 428, F448 2024-03-27 23:54:47.423303 INFO::Fitting model to feature number 429, F449 2024-03-27 23:54:47.426818 INFO::Fitting model to feature number 430, F450 2024-03-27 23:54:47.430352 INFO::Fitting model to feature number 431, F451 2024-03-27 23:54:47.433794 INFO::Fitting model to feature number 432, F452 2024-03-27 23:54:47.437262 INFO::Fitting model to feature number 433, F454 2024-03-27 23:54:47.440781 INFO::Fitting model to feature number 434, F455 2024-03-27 23:54:47.444304 INFO::Fitting model to feature number 435, F456 2024-03-27 23:54:47.447833 INFO::Fitting model to feature number 436, F457 2024-03-27 23:54:47.451362 INFO::Fitting model to feature number 437, F458 2024-03-27 23:54:47.454909 INFO::Fitting model to feature number 438, F459 2024-03-27 23:54:47.458484 INFO::Fitting model to feature number 439, F461 2024-03-27 23:54:47.461956 INFO::Fitting model to feature number 440, F462 2024-03-27 23:54:47.465528 INFO::Fitting model to feature number 441, F463 2024-03-27 23:54:47.469106 INFO::Fitting model to feature number 442, F464 2024-03-27 23:54:47.47269 INFO::Fitting model to feature number 443, F465 2024-03-27 23:54:47.476291 INFO::Fitting model to feature number 444, F466 2024-03-27 23:54:47.479898 INFO::Fitting model to feature number 445, F467 2024-03-27 23:54:47.483527 INFO::Fitting model to feature number 446, F468 2024-03-27 23:54:47.487132 INFO::Fitting model to feature number 447, F469 2024-03-27 23:54:47.490749 INFO::Fitting model to feature number 448, F470 2024-03-27 23:54:47.494355 INFO::Fitting model to feature number 449, F471 2024-03-27 23:54:47.497933 INFO::Fitting model to feature number 450, F474 2024-03-27 23:54:47.501529 INFO::Fitting model to feature number 451, F475 2024-03-27 23:54:47.505156 INFO::Fitting model to feature number 452, F476 2024-03-27 23:54:47.508804 INFO::Fitting model to feature number 453, F477 2024-03-27 23:54:47.512468 INFO::Fitting model to feature number 454, F478 2024-03-27 23:54:47.516019 INFO::Fitting model to feature number 455, F479 2024-03-27 23:54:47.519697 INFO::Fitting model to feature number 456, F480 2024-03-27 23:54:47.523249 INFO::Fitting model to feature number 457, F481 2024-03-27 23:54:47.526829 INFO::Fitting model to feature number 458, F482 2024-03-27 23:54:47.530432 INFO::Fitting model to feature number 459, F483 2024-03-27 23:54:47.534042 INFO::Fitting model to feature number 460, F484 2024-03-27 23:54:47.537714 INFO::Fitting model to feature number 461, F485 2024-03-27 23:54:47.54142 INFO::Fitting model to feature number 462, F486 2024-03-27 23:54:47.545092 INFO::Fitting model to feature number 463, F487 2024-03-27 23:54:47.548688 INFO::Fitting model to feature number 464, F488 2024-03-27 23:54:47.552307 INFO::Fitting model to feature number 465, F489 2024-03-27 23:54:47.555914 INFO::Fitting model to feature number 466, F490 2024-03-27 23:54:47.559433 INFO::Fitting model to feature number 467, F491 2024-03-27 23:54:47.562996 INFO::Fitting model to feature number 468, F492 2024-03-27 23:54:47.566573 INFO::Fitting model to feature number 469, F493 2024-03-27 23:54:47.570158 INFO::Fitting model to feature number 470, F494 2024-03-27 23:54:47.573676 INFO::Fitting model to feature number 471, F495 2024-03-27 23:54:47.577266 INFO::Fitting model to feature number 472, F496 2024-03-27 23:54:47.580803 INFO::Fitting model to feature number 473, F497 2024-03-27 23:54:47.584329 INFO::Fitting model to feature number 474, F498 2024-03-27 23:54:47.587837 INFO::Fitting model to feature number 475, F499 2024-03-27 23:54:47.591335 INFO::Fitting model to feature number 476, F500 2024-03-27 23:54:47.594833 INFO::Fitting model to feature number 477, F501 2024-03-27 23:54:47.598322 INFO::Fitting model to feature number 478, F502 2024-03-27 23:54:47.60179 INFO::Fitting model to feature number 479, F503 2024-03-27 23:54:47.60522 INFO::Fitting model to feature number 480, F504 2024-03-27 23:54:47.608708 INFO::Fitting model to feature number 481, F505 2024-03-27 23:54:47.61219 INFO::Fitting model to feature number 482, F506 2024-03-27 23:54:47.615705 INFO::Fitting model to feature number 483, F507 2024-03-27 23:54:47.619178 INFO::Fitting model to feature number 484, F508 2024-03-27 23:54:47.622664 INFO::Fitting model to feature number 485, F509 2024-03-27 23:54:47.626146 INFO::Fitting model to feature number 486, F510 2024-03-27 23:54:47.629627 INFO::Fitting model to feature number 487, F511 2024-03-27 23:54:47.633117 INFO::Fitting model to feature number 488, F512 2024-03-27 23:54:47.636642 INFO::Fitting model to feature number 489, F513 2024-03-27 23:54:47.640139 INFO::Fitting model to feature number 490, F514 2024-03-27 23:54:47.643607 INFO::Fitting model to feature number 491, F515 2024-03-27 23:54:47.647082 INFO::Fitting model to feature number 492, F516 2024-03-27 23:54:47.650573 INFO::Fitting model to feature number 493, F517 2024-03-27 23:54:47.653995 INFO::Fitting model to feature number 494, F518 2024-03-27 23:54:47.657497 INFO::Fitting model to feature number 495, F519 2024-03-27 23:54:47.661039 INFO::Fitting model to feature number 496, F520 2024-03-27 23:54:47.664478 INFO::Fitting model to feature number 497, F521 2024-03-27 23:54:47.667975 INFO::Fitting model to feature number 498, F522 2024-03-27 23:54:47.671398 INFO::Fitting model to feature number 499, F523 2024-03-27 23:54:47.674823 INFO::Fitting model to feature number 500, F524 2024-03-27 23:54:47.678311 INFO::Fitting model to feature number 501, F525 2024-03-27 23:54:47.681782 INFO::Fitting model to feature number 502, F526 2024-03-27 23:54:47.685303 INFO::Fitting model to feature number 503, F527 2024-03-27 23:54:47.688818 INFO::Fitting model to feature number 504, F528 2024-03-27 23:54:47.692325 INFO::Fitting model to feature number 505, F529 2024-03-27 23:54:47.695852 INFO::Fitting model to feature number 506, F530 2024-03-27 23:54:47.69943 INFO::Fitting model to feature number 507, F531 2024-03-27 23:54:47.703045 INFO::Fitting model to feature number 508, F532 2024-03-27 23:54:47.706605 INFO::Fitting model to feature number 509, F533 2024-03-27 23:54:47.710132 INFO::Fitting model to feature number 510, F534 2024-03-27 23:54:47.713636 INFO::Fitting model to feature number 511, F535 2024-03-27 23:54:47.717107 INFO::Fitting model to feature number 512, F536 2024-03-27 23:54:47.72064 INFO::Fitting model to feature number 513, F537 2024-03-27 23:54:47.724151 INFO::Fitting model to feature number 514, F539 2024-03-27 23:54:47.727631 INFO::Fitting model to feature number 515, F540 2024-03-27 23:54:47.731183 INFO::Fitting model to feature number 516, F541 2024-03-27 23:54:47.734734 INFO::Fitting model to feature number 517, F543 2024-03-27 23:54:47.738285 INFO::Fitting model to feature number 518, F544 2024-03-27 23:54:47.741836 INFO::Fitting model to feature number 519, F545 2024-03-27 23:54:47.745356 INFO::Fitting model to feature number 520, F546 2024-03-27 23:54:47.748865 INFO::Fitting model to feature number 521, F547 2024-03-27 23:54:47.752382 INFO::Fitting model to feature number 522, F548 2024-03-27 23:54:47.755897 INFO::Fitting model to feature number 523, F549 2024-03-27 23:54:47.759409 INFO::Fitting model to feature number 524, F550 2024-03-27 23:54:47.762864 INFO::Fitting model to feature number 525, F551 2024-03-27 23:54:47.766421 INFO::Fitting model to feature number 526, F552 2024-03-27 23:54:47.770001 INFO::Fitting model to feature number 527, F553 2024-03-27 23:54:47.77362 INFO::Fitting model to feature number 528, F554 2024-03-27 23:54:47.777156 INFO::Fitting model to feature number 529, F555 2024-03-27 23:54:47.780711 INFO::Fitting model to feature number 530, F556 2024-03-27 23:54:47.784199 INFO::Fitting model to feature number 531, F557 2024-03-27 23:54:47.78774 INFO::Fitting model to feature number 532, F558 2024-03-27 23:54:47.791276 INFO::Fitting model to feature number 533, F559 2024-03-27 23:54:47.794816 INFO::Fitting model to feature number 534, F560 2024-03-27 23:54:47.798343 INFO::Fitting model to feature number 535, F561 2024-03-27 23:54:47.80187 INFO::Fitting model to feature number 536, F562 2024-03-27 23:54:47.805393 INFO::Fitting model to feature number 537, F563 2024-03-27 23:54:47.808937 INFO::Fitting model to feature number 538, F564 2024-03-27 23:54:47.812512 INFO::Fitting model to feature number 539, F566 2024-03-27 23:54:47.81608 INFO::Fitting model to feature number 540, F567 2024-03-27 23:54:47.81965 INFO::Fitting model to feature number 541, F568 2024-03-27 23:54:47.823252 INFO::Fitting model to feature number 542, F569 2024-03-27 23:54:47.826871 INFO::Fitting model to feature number 543, F570 2024-03-27 23:54:47.830502 INFO::Fitting model to feature number 544, F571 2024-03-27 23:54:47.834028 INFO::Fitting model to feature number 545, F572 2024-03-27 23:54:47.837578 INFO::Fitting model to feature number 546, F573 2024-03-27 23:54:47.841134 INFO::Fitting model to feature number 547, F574 2024-03-27 23:54:47.844609 INFO::Fitting model to feature number 548, F575 2024-03-27 23:54:47.848169 INFO::Fitting model to feature number 549, F576 2024-03-27 23:54:47.851722 INFO::Fitting model to feature number 550, F577 2024-03-27 23:54:47.855251 INFO::Fitting model to feature number 551, F578 2024-03-27 23:54:47.858753 INFO::Fitting model to feature number 552, F579 2024-03-27 23:54:47.862492 INFO::Fitting model to feature number 553, F580 2024-03-27 23:54:47.866186 INFO::Fitting model to feature number 554, F581 2024-03-27 23:54:47.869763 INFO::Fitting model to feature number 555, F582 2024-03-27 23:54:47.873387 INFO::Fitting model to feature number 556, F583 2024-03-27 23:54:47.876958 INFO::Fitting model to feature number 557, F584 2024-03-27 23:54:47.88063 INFO::Fitting model to feature number 558, F585 2024-03-27 23:54:47.884354 INFO::Fitting model to feature number 559, F586 2024-03-27 23:54:47.910292 INFO::Fitting model to feature number 560, F587 2024-03-27 23:54:47.916778 INFO::Fitting model to feature number 561, F588 2024-03-27 23:54:47.921054 INFO::Fitting model to feature number 562, F589 2024-03-27 23:54:47.925197 INFO::Fitting model to feature number 563, F590 2024-03-27 23:54:47.929339 INFO::Fitting model to feature number 564, F591 2024-03-27 23:54:47.933496 INFO::Fitting model to feature number 565, F592 2024-03-27 23:54:47.937843 INFO::Fitting model to feature number 566, F593 2024-03-27 23:54:47.941883 INFO::Fitting model to feature number 567, F594 2024-03-27 23:54:47.9458 INFO::Fitting model to feature number 568, F595 2024-03-27 23:54:47.949467 INFO::Fitting model to feature number 569, F596 2024-03-27 23:54:47.95316 INFO::Fitting model to feature number 570, F597 2024-03-27 23:54:47.956872 INFO::Fitting model to feature number 571, F598 2024-03-27 23:54:47.960579 INFO::Fitting model to feature number 572, F599 2024-03-27 23:54:47.964248 INFO::Fitting model to feature number 573, F600 2024-03-27 23:54:47.96787 INFO::Fitting model to feature number 574, F601 2024-03-27 23:54:47.971493 INFO::Fitting model to feature number 575, F602 2024-03-27 23:54:47.975175 INFO::Fitting model to feature number 576, F603 2024-03-27 23:54:47.978761 INFO::Fitting model to feature number 577, F605 2024-03-27 23:54:47.982371 INFO::Fitting model to feature number 578, F606 2024-03-27 23:54:47.985993 INFO::Fitting model to feature number 579, F607 2024-03-27 23:54:47.989647 INFO::Fitting model to feature number 580, F608 2024-03-27 23:54:47.99334 INFO::Fitting model to feature number 581, F609 2024-03-27 23:54:48.003141 INFO::Fitting model to feature number 582, F610 2024-03-27 23:54:48.007548 INFO::Fitting model to feature number 583, F611 2024-03-27 23:54:48.011889 INFO::Fitting model to feature number 584, F612 2024-03-27 23:54:48.016177 INFO::Fitting model to feature number 585, F613 2024-03-27 23:54:48.020361 INFO::Fitting model to feature number 586, F614 2024-03-27 23:54:48.024462 INFO::Fitting model to feature number 587, F615 2024-03-27 23:54:48.028582 INFO::Fitting model to feature number 588, F616 2024-03-27 23:54:48.032726 INFO::Fitting model to feature number 589, F617 2024-03-27 23:54:48.036624 INFO::Fitting model to feature number 590, F618 2024-03-27 23:54:48.040639 INFO::Fitting model to feature number 591, F619 2024-03-27 23:54:48.0446 INFO::Fitting model to feature number 592, F620 2024-03-27 23:54:48.048547 INFO::Fitting model to feature number 593, F621 2024-03-27 23:54:48.05244 INFO::Fitting model to feature number 594, F622 2024-03-27 23:54:48.05638 INFO::Fitting model to feature number 595, F623 2024-03-27 23:54:48.060413 INFO::Fitting model to feature number 596, F624 2024-03-27 23:54:48.064412 INFO::Fitting model to feature number 597, F625 2024-03-27 23:54:48.068302 INFO::Fitting model to feature number 598, F626 2024-03-27 23:54:48.07213 INFO::Fitting model to feature number 599, F627 2024-03-27 23:54:48.075957 INFO::Fitting model to feature number 600, F628 2024-03-27 23:54:48.079752 INFO::Fitting model to feature number 601, F629 2024-03-27 23:54:48.083552 INFO::Fitting model to feature number 602, F630 2024-03-27 23:54:48.08746 INFO::Fitting model to feature number 603, F631 2024-03-27 23:54:48.091325 INFO::Fitting model to feature number 604, F632 2024-03-27 23:54:48.09507 INFO::Fitting model to feature number 605, F633 2024-03-27 23:54:48.098756 INFO::Fitting model to feature number 606, F634 2024-03-27 23:54:48.102483 INFO::Fitting model to feature number 607, F635 2024-03-27 23:54:48.106244 INFO::Fitting model to feature number 608, F636 2024-03-27 23:54:48.110056 INFO::Fitting model to feature number 609, F637 2024-03-27 23:54:48.113885 INFO::Fitting model to feature number 610, F638 2024-03-27 23:54:48.117704 INFO::Fitting model to feature number 611, F639 2024-03-27 23:54:48.121578 INFO::Fitting model to feature number 612, F640 2024-03-27 23:54:48.12548 INFO::Fitting model to feature number 613, F641 2024-03-27 23:54:48.129334 INFO::Fitting model to feature number 614, F642 2024-03-27 23:54:48.133275 INFO::Fitting model to feature number 615, F643 2024-03-27 23:54:48.137177 INFO::Fitting model to feature number 616, F644 2024-03-27 23:54:48.141016 INFO::Fitting model to feature number 617, F645 2024-03-27 23:54:48.144831 INFO::Fitting model to feature number 618, F646 2024-03-27 23:54:48.14869 INFO::Fitting model to feature number 619, F647 2024-03-27 23:54:48.152571 INFO::Fitting model to feature number 620, F648 2024-03-27 23:54:48.156534 INFO::Fitting model to feature number 621, F649 2024-03-27 23:54:48.160421 INFO::Fitting model to feature number 622, F650 2024-03-27 23:54:48.164304 INFO::Fitting model to feature number 623, F651 2024-03-27 23:54:48.168153 INFO::Fitting model to feature number 624, F652 2024-03-27 23:54:48.172066 INFO::Fitting model to feature number 625, F653 2024-03-27 23:54:48.175967 INFO::Fitting model to feature number 626, F654 2024-03-27 23:54:48.17977 INFO::Fitting model to feature number 627, F655 2024-03-27 23:54:48.183562 INFO::Fitting model to feature number 628, F656 2024-03-27 23:54:48.187502 INFO::Fitting model to feature number 629, F657 2024-03-27 23:54:48.191377 INFO::Fitting model to feature number 630, F658 2024-03-27 23:54:48.195399 INFO::Fitting model to feature number 631, F659 2024-03-27 23:54:48.199292 INFO::Fitting model to feature number 632, F660 2024-03-27 23:54:48.203172 INFO::Fitting model to feature number 633, F661 2024-03-27 23:54:48.207086 INFO::Fitting model to feature number 634, F662 2024-03-27 23:54:48.210932 INFO::Fitting model to feature number 635, F663 2024-03-27 23:54:48.21484 INFO::Fitting model to feature number 636, F664 2024-03-27 23:54:48.218825 INFO::Fitting model to feature number 637, F665 2024-03-27 23:54:48.222744 INFO::Fitting model to feature number 638, F666 2024-03-27 23:54:48.226716 INFO::Fitting model to feature number 639, F667 2024-03-27 23:54:48.230686 INFO::Fitting model to feature number 640, F668 2024-03-27 23:54:48.234692 INFO::Fitting model to feature number 641, F669 2024-03-27 23:54:48.238687 INFO::Fitting model to feature number 642, F670 2024-03-27 23:54:48.2427 INFO::Fitting model to feature number 643, F671 2024-03-27 23:54:48.246758 INFO::Fitting model to feature number 644, F672 2024-03-27 23:54:48.250883 INFO::Fitting model to feature number 645, F673 2024-03-27 23:54:48.254988 INFO::Fitting model to feature number 646, F674 2024-03-27 23:54:48.259045 INFO::Fitting model to feature number 647, F675 2024-03-27 23:54:48.263289 INFO::Fitting model to feature number 648, F676 2024-03-27 23:54:48.267431 INFO::Fitting model to feature number 649, F677 2024-03-27 23:54:48.271859 INFO::Fitting model to feature number 650, F678 2024-03-27 23:54:48.275871 INFO::Fitting model to feature number 651, F679 2024-03-27 23:54:48.279901 INFO::Fitting model to feature number 652, F680 2024-03-27 23:54:48.283935 INFO::Fitting model to feature number 653, F681 2024-03-27 23:54:48.288028 INFO::Fitting model to feature number 654, F682 2024-03-27 23:54:48.292124 INFO::Fitting model to feature number 655, F683 2024-03-27 23:54:48.296053 INFO::Fitting model to feature number 656, F684 2024-03-27 23:54:48.3001 INFO::Fitting model to feature number 657, F685 2024-03-27 23:54:48.304165 INFO::Fitting model to feature number 658, F686 2024-03-27 23:54:48.30833 INFO::Fitting model to feature number 659, F687 2024-03-27 23:54:48.312412 INFO::Fitting model to feature number 660, F688 2024-03-27 23:54:48.316364 INFO::Fitting model to feature number 661, F689 2024-03-27 23:54:48.320321 INFO::Fitting model to feature number 662, F690 2024-03-27 23:54:48.324258 INFO::Fitting model to feature number 663, F691 2024-03-27 23:54:48.328249 INFO::Fitting model to feature number 664, F692 2024-03-27 23:54:48.332177 INFO::Fitting model to feature number 665, F693 2024-03-27 23:54:48.336051 INFO::Fitting model to feature number 666, F694 2024-03-27 23:54:48.339946 INFO::Fitting model to feature number 667, F695 2024-03-27 23:54:48.343868 INFO::Fitting model to feature number 668, F696 2024-03-27 23:54:48.347764 INFO::Fitting model to feature number 669, F697 2024-03-27 23:54:48.351682 INFO::Fitting model to feature number 670, F698 2024-03-27 23:54:48.35551 INFO::Fitting model to feature number 671, F699 2024-03-27 23:54:48.359417 INFO::Fitting model to feature number 672, F700 2024-03-27 23:54:48.363138 INFO::Fitting model to feature number 673, F701 2024-03-27 23:54:48.366689 INFO::Fitting model to feature number 674, F702 2024-03-27 23:54:48.370208 INFO::Fitting model to feature number 675, F704 2024-03-27 23:54:48.373742 INFO::Fitting model to feature number 676, F705 2024-03-27 23:54:48.377299 INFO::Fitting model to feature number 677, F706 2024-03-27 23:54:48.380868 INFO::Fitting model to feature number 678, F707 2024-03-27 23:54:48.384464 INFO::Fitting model to feature number 679, F708 2024-03-27 23:54:48.388035 INFO::Fitting model to feature number 680, F709 2024-03-27 23:54:48.391621 INFO::Fitting model to feature number 681, F710 2024-03-27 23:54:48.395218 INFO::Fitting model to feature number 682, F711 2024-03-27 23:54:48.398794 INFO::Fitting model to feature number 683, F712 2024-03-27 23:54:48.402464 INFO::Fitting model to feature number 684, F713 2024-03-27 23:54:48.40606 INFO::Fitting model to feature number 685, F714 2024-03-27 23:54:48.409663 INFO::Fitting model to feature number 686, F715 2024-03-27 23:54:48.413376 INFO::Fitting model to feature number 687, F716 2024-03-27 23:54:48.417067 INFO::Fitting model to feature number 688, F717 2024-03-27 23:54:48.420853 INFO::Fitting model to feature number 689, F718 2024-03-27 23:54:48.424616 INFO::Fitting model to feature number 690, F719 2024-03-27 23:54:48.428407 INFO::Fitting model to feature number 691, F720 2024-03-27 23:54:48.432298 INFO::Fitting model to feature number 692, F721 2024-03-27 23:54:48.43606 INFO::Fitting model to feature number 693, F722 2024-03-27 23:54:48.439873 INFO::Fitting model to feature number 694, F723 2024-03-27 23:54:48.443646 INFO::Fitting model to feature number 695, F724 2024-03-27 23:54:48.447418 INFO::Fitting model to feature number 696, F725 2024-03-27 23:54:48.451148 INFO::Fitting model to feature number 697, F726 2024-03-27 23:54:48.454886 INFO::Fitting model to feature number 698, F727 2024-03-27 23:54:48.458532 INFO::Fitting model to feature number 699, F728 2024-03-27 23:54:48.462298 INFO::Fitting model to feature number 700, F729 2024-03-27 23:54:48.466043 INFO::Fitting model to feature number 701, F730 2024-03-27 23:54:48.470021 INFO::Fitting model to feature number 702, F731 2024-03-27 23:54:48.474131 INFO::Fitting model to feature number 703, F732 2024-03-27 23:54:48.478073 INFO::Fitting model to feature number 704, F733 2024-03-27 23:54:48.482121 INFO::Fitting model to feature number 705, F734 2024-03-27 23:54:48.486069 INFO::Fitting model to feature number 706, F735 2024-03-27 23:54:48.490014 INFO::Fitting model to feature number 707, F736 2024-03-27 23:54:48.494005 INFO::Fitting model to feature number 708, F737 2024-03-27 23:54:48.497901 INFO::Fitting model to feature number 709, F739 2024-03-27 23:54:48.501886 INFO::Fitting model to feature number 710, F740 2024-03-27 23:54:48.505643 INFO::Fitting model to feature number 711, F741 2024-03-27 23:54:48.50939 INFO::Fitting model to feature number 712, F742 2024-03-27 23:54:48.513109 INFO::Fitting model to feature number 713, F743 2024-03-27 23:54:48.516808 INFO::Fitting model to feature number 714, F744 2024-03-27 23:54:48.52054 INFO::Fitting model to feature number 715, F745 2024-03-27 23:54:48.524273 INFO::Fitting model to feature number 716, F746 2024-03-27 23:54:48.527987 INFO::Fitting model to feature number 717, F747 2024-03-27 23:54:48.531771 INFO::Fitting model to feature number 718, F748 2024-03-27 23:54:48.53573 INFO::Fitting model to feature number 719, F749 2024-03-27 23:54:48.539627 INFO::Fitting model to feature number 720, F750 2024-03-27 23:54:48.543401 INFO::Fitting model to feature number 721, F751 2024-03-27 23:54:48.547089 INFO::Fitting model to feature number 722, F752 2024-03-27 23:54:48.550805 INFO::Fitting model to feature number 723, F753 2024-03-27 23:54:48.554507 INFO::Fitting model to feature number 724, F754 2024-03-27 23:54:48.558211 INFO::Fitting model to feature number 725, F755 2024-03-27 23:54:48.561826 INFO::Fitting model to feature number 726, F756 2024-03-27 23:54:48.565569 INFO::Fitting model to feature number 727, F757 2024-03-27 23:54:48.569336 INFO::Fitting model to feature number 728, F758 2024-03-27 23:54:48.573143 INFO::Fitting model to feature number 729, F759 2024-03-27 23:54:48.576906 INFO::Fitting model to feature number 730, F760 2024-03-27 23:54:48.580784 INFO::Fitting model to feature number 731, F761 2024-03-27 23:54:48.584653 INFO::Fitting model to feature number 732, F762 2024-03-27 23:54:48.588594 INFO::Fitting model to feature number 733, F763 2024-03-27 23:54:48.592655 INFO::Fitting model to feature number 734, F764 2024-03-27 23:54:48.596526 INFO::Fitting model to feature number 735, F765 2024-03-27 23:54:48.600438 INFO::Fitting model to feature number 736, F766 2024-03-27 23:54:48.604219 INFO::Fitting model to feature number 737, F767 2024-03-27 23:54:48.608015 INFO::Fitting model to feature number 738, F768 2024-03-27 23:54:48.611775 INFO::Fitting model to feature number 739, F769 2024-03-27 23:54:48.615491 INFO::Fitting model to feature number 740, F770 2024-03-27 23:54:48.619373 INFO::Fitting model to feature number 741, F771 2024-03-27 23:54:48.623373 INFO::Fitting model to feature number 742, F772 2024-03-27 23:54:48.627353 INFO::Fitting model to feature number 743, F773 2024-03-27 23:54:48.631424 INFO::Fitting model to feature number 744, F774 2024-03-27 23:54:48.635434 INFO::Fitting model to feature number 745, F775 2024-03-27 23:54:48.63957 INFO::Fitting model to feature number 746, F776 2024-03-27 23:54:48.64386 INFO::Fitting model to feature number 747, F777 2024-03-27 23:54:48.647934 INFO::Fitting model to feature number 748, F778 2024-03-27 23:54:48.65183 INFO::Fitting model to feature number 749, F779 2024-03-27 23:54:48.655797 INFO::Fitting model to feature number 750, F780 2024-03-27 23:54:48.659827 INFO::Fitting model to feature number 751, F781 2024-03-27 23:54:48.663801 INFO::Fitting model to feature number 752, F782 2024-03-27 23:54:48.667538 INFO::Fitting model to feature number 753, F783 2024-03-27 23:54:48.671326 INFO::Fitting model to feature number 754, F784 2024-03-27 23:54:48.675144 INFO::Fitting model to feature number 755, F785 2024-03-27 23:54:48.678937 INFO::Fitting model to feature number 756, F786 2024-03-27 23:54:48.682779 INFO::Fitting model to feature number 757, F787 2024-03-27 23:54:48.686637 INFO::Fitting model to feature number 758, F788 2024-03-27 23:54:48.690559 INFO::Fitting model to feature number 759, F789 2024-03-27 23:54:48.694493 INFO::Fitting model to feature number 760, F790 2024-03-27 23:54:48.698501 INFO::Fitting model to feature number 761, F791 2024-03-27 23:54:48.702427 INFO::Fitting model to feature number 762, F792 2024-03-27 23:54:48.706231 INFO::Fitting model to feature number 763, F793 2024-03-27 23:54:48.710018 INFO::Fitting model to feature number 764, F794 2024-03-27 23:54:48.713761 INFO::Fitting model to feature number 765, F795 2024-03-27 23:54:48.717489 INFO::Fitting model to feature number 766, F796 2024-03-27 23:54:48.721252 INFO::Fitting model to feature number 767, F797 2024-03-27 23:54:48.724905 INFO::Fitting model to feature number 768, F798 2024-03-27 23:54:48.728558 INFO::Fitting model to feature number 769, F799 2024-03-27 23:54:48.732364 INFO::Fitting model to feature number 770, F800 2024-03-27 23:54:48.736262 INFO::Fitting model to feature number 771, F801 2024-03-27 23:54:48.740172 INFO::Fitting model to feature number 772, F802 2024-03-27 23:54:48.744003 INFO::Fitting model to feature number 773, F803 2024-03-27 23:54:48.747812 INFO::Fitting model to feature number 774, F804 2024-03-27 23:54:48.75158 INFO::Fitting model to feature number 775, F805 2024-03-27 23:54:48.755505 INFO::Fitting model to feature number 776, F806 2024-03-27 23:54:48.75923 INFO::Fitting model to feature number 777, F808 2024-03-27 23:54:48.762914 INFO::Fitting model to feature number 778, F809 2024-03-27 23:54:48.766587 INFO::Fitting model to feature number 779, F810 2024-03-27 23:54:48.770229 INFO::Fitting model to feature number 780, F811 2024-03-27 23:54:48.773896 INFO::Fitting model to feature number 781, F812 2024-03-27 23:54:48.777458 INFO::Fitting model to feature number 782, F813 2024-03-27 23:54:48.781048 INFO::Fitting model to feature number 783, F814 2024-03-27 23:54:48.784627 INFO::Fitting model to feature number 784, F815 2024-03-27 23:54:48.788163 INFO::Fitting model to feature number 785, F816 2024-03-27 23:54:48.791715 INFO::Fitting model to feature number 786, F817 2024-03-27 23:54:48.795348 INFO::Fitting model to feature number 787, F818 2024-03-27 23:54:48.798982 INFO::Fitting model to feature number 788, F819 2024-03-27 23:54:48.8027 INFO::Fitting model to feature number 789, F820 2024-03-27 23:54:48.806667 INFO::Fitting model to feature number 790, F821 2024-03-27 23:54:48.810534 INFO::Fitting model to feature number 791, F822 2024-03-27 23:54:48.814434 INFO::Fitting model to feature number 792, F823 2024-03-27 23:54:48.818295 INFO::Fitting model to feature number 793, F824 2024-03-27 23:54:48.822057 INFO::Fitting model to feature number 794, F825 2024-03-27 23:54:48.826027 INFO::Fitting model to feature number 795, F826 2024-03-27 23:54:48.830005 INFO::Fitting model to feature number 796, F827 2024-03-27 23:54:48.833918 INFO::Fitting model to feature number 797, F828 2024-03-27 23:54:48.837872 INFO::Fitting model to feature number 798, F829 2024-03-27 23:54:48.841809 INFO::Fitting model to feature number 799, F830 2024-03-27 23:54:48.845583 INFO::Fitting model to feature number 800, F831 2024-03-27 23:54:48.849371 INFO::Fitting model to feature number 801, F832 2024-03-27 23:54:48.853188 INFO::Fitting model to feature number 802, F833 2024-03-27 23:54:48.857138 INFO::Fitting model to feature number 803, F834 2024-03-27 23:54:48.861045 INFO::Fitting model to feature number 804, F835 2024-03-27 23:54:48.864961 INFO::Fitting model to feature number 805, F836 2024-03-27 23:54:48.868717 INFO::Fitting model to feature number 806, F837 2024-03-27 23:54:48.872424 INFO::Fitting model to feature number 807, F838 2024-03-27 23:54:48.876148 INFO::Fitting model to feature number 808, F839 2024-03-27 23:54:48.879835 INFO::Fitting model to feature number 809, F840 2024-03-27 23:54:48.883517 INFO::Fitting model to feature number 810, F841 2024-03-27 23:54:48.887197 INFO::Fitting model to feature number 811, F842 2024-03-27 23:54:48.890934 INFO::Fitting model to feature number 812, F843 2024-03-27 23:54:48.894872 INFO::Fitting model to feature number 813, F844 2024-03-27 23:54:48.898741 INFO::Fitting model to feature number 814, F845 2024-03-27 23:54:48.902559 INFO::Fitting model to feature number 815, F846 2024-03-27 23:54:48.90622 INFO::Fitting model to feature number 816, F847 2024-03-27 23:54:48.909822 INFO::Fitting model to feature number 817, F848 2024-03-27 23:54:48.913359 INFO::Fitting model to feature number 818, F849 2024-03-27 23:54:48.916965 INFO::Fitting model to feature number 819, F850 2024-03-27 23:54:48.920542 INFO::Fitting model to feature number 820, F851 2024-03-27 23:54:48.924199 INFO::Fitting model to feature number 821, F852 2024-03-27 23:54:48.927874 INFO::Fitting model to feature number 822, F853 2024-03-27 23:54:48.931452 INFO::Fitting model to feature number 823, F854 2024-03-27 23:54:48.934961 INFO::Fitting model to feature number 824, F855 2024-03-27 23:54:48.938548 INFO::Fitting model to feature number 825, F856 2024-03-27 23:54:48.942162 INFO::Fitting model to feature number 826, F857 2024-03-27 23:54:48.945747 INFO::Fitting model to feature number 827, F858 2024-03-27 23:54:48.949325 INFO::Fitting model to feature number 828, F859 2024-03-27 23:54:48.952865 INFO::Fitting model to feature number 829, F860 2024-03-27 23:54:48.956444 INFO::Fitting model to feature number 830, F861 2024-03-27 23:54:48.959977 INFO::Fitting model to feature number 831, F862 2024-03-27 23:54:48.963609 INFO::Fitting model to feature number 832, F863 2024-03-27 23:54:48.967177 INFO::Fitting model to feature number 833, F864 2024-03-27 23:54:48.970813 INFO::Fitting model to feature number 834, F865 2024-03-27 23:54:48.974456 INFO::Fitting model to feature number 835, F866 2024-03-27 23:54:48.978091 INFO::Fitting model to feature number 836, F867 2024-03-27 23:54:48.981792 INFO::Fitting model to feature number 837, F868 2024-03-27 23:54:48.985531 INFO::Fitting model to feature number 838, F869 2024-03-27 23:54:48.989202 INFO::Fitting model to feature number 839, F870 2024-03-27 23:54:48.992795 INFO::Fitting model to feature number 840, F871 2024-03-27 23:54:48.996328 INFO::Fitting model to feature number 841, F872 2024-03-27 23:54:48.999921 INFO::Fitting model to feature number 842, F873 2024-03-27 23:54:49.003525 INFO::Fitting model to feature number 843, F874 2024-03-27 23:54:49.007102 INFO::Fitting model to feature number 844, F875 2024-03-27 23:54:49.010723 INFO::Fitting model to feature number 845, F876 2024-03-27 23:54:49.014433 INFO::Fitting model to feature number 846, F877 2024-03-27 23:54:49.018201 INFO::Fitting model to feature number 847, F878 2024-03-27 23:54:49.022057 INFO::Fitting model to feature number 848, F879 2024-03-27 23:54:49.025849 INFO::Fitting model to feature number 849, F880 2024-03-27 23:54:49.029729 INFO::Fitting model to feature number 850, F881 2024-03-27 23:54:49.033567 INFO::Fitting model to feature number 851, F882 2024-03-27 23:54:49.037334 INFO::Fitting model to feature number 852, F883 2024-03-27 23:54:49.04107 INFO::Fitting model to feature number 853, F884 2024-03-27 23:54:49.044805 INFO::Fitting model to feature number 854, F885 2024-03-27 23:54:49.048653 INFO::Fitting model to feature number 855, F886 2024-03-27 23:54:49.052584 INFO::Fitting model to feature number 856, F887 2024-03-27 23:54:49.05665 INFO::Fitting model to feature number 857, F888 2024-03-27 23:54:49.060585 INFO::Fitting model to feature number 858, F889 2024-03-27 23:54:49.06434 INFO::Fitting model to feature number 859, F890 2024-03-27 23:54:49.06816 INFO::Fitting model to feature number 860, F891 2024-03-27 23:54:49.072013 INFO::Fitting model to feature number 861, F892 2024-03-27 23:54:49.075947 INFO::Fitting model to feature number 862, F893 2024-03-27 23:54:49.079804 INFO::Fitting model to feature number 863, F894 2024-03-27 23:54:49.083718 INFO::Fitting model to feature number 864, F895 2024-03-27 23:54:49.087632 INFO::Fitting model to feature number 865, F896 2024-03-27 23:54:49.091463 INFO::Fitting model to feature number 866, F897 2024-03-27 23:54:49.095314 INFO::Fitting model to feature number 867, F898 2024-03-27 23:54:49.099163 INFO::Fitting model to feature number 868, F899 2024-03-27 23:54:49.102954 INFO::Fitting model to feature number 869, F900 2024-03-27 23:54:49.288938 INFO::Counting total values for each feature 2024-03-27 23:54:49.410121 INFO::Writing filtered data to file maaslin2_output/features/filtered_data.tsv 2024-03-27 23:54:49.556398 INFO::Writing filtered, normalized data to file maaslin2_output/features/filtered_data_norm.tsv 2024-03-27 23:54:49.700939 INFO::Writing filtered, normalized, transformed data to file maaslin2_output/features/filtered_data_norm_transformed.tsv 2024-03-27 23:54:49.845541 INFO::Writing residuals to file maaslin2_output/fits/residuals.rds 2024-03-27 23:54:49.893247 INFO::Writing fitted values to file maaslin2_output/fits/fitted.rds 2024-03-27 23:54:49.933933 INFO::Writing all results to file (ordered by increasing q-values): maaslin2_output/all_results.tsv 2024-03-27 23:54:49.95539 INFO::Writing the significant results (those which are less than or equal to the threshold of 0.250000 ) to file (ordered by increasing q-values): maaslin2_output/significant_results.tsv 2024-03-27 23:54:49.965232 INFO::Writing heatmap of significant results to file: maaslin2_output/heatmap.pdf ..cutHeight not given, setting it to 0.99 ===> 99% of the (truncated) height range in dendro. ..done. [1] "Warning: Deleting existing log file: maaslin2_output/maaslin2.log" 2024-03-27 23:54:54.177168 INFO::Writing function arguments to log file 2024-03-27 23:54:54.182965 INFO::Verifying options selected are valid 2024-03-27 23:54:54.183941 INFO::Determining format of input files 2024-03-27 23:54:54.184972 INFO::Input format is data samples as columns and metadata samples as rows 2024-03-27 23:54:54.202039 INFO::Formula for fixed effects: expr ~ diagnosis + age + antibiotics 2024-03-27 23:54:54.203565 INFO::Filter data based on min abundance and min prevalence 2024-03-27 23:54:54.204437 INFO::Total samples in data: 102 2024-03-27 23:54:54.205255 INFO::Min samples required with min abundance for a feature not to be filtered: 0.000000 2024-03-27 23:54:54.217844 INFO::Total filtered features: 0 2024-03-27 23:54:54.219026 INFO::Filtered feature names from abundance and prevalence filtering: 2024-03-27 23:54:54.240529 INFO::Total filtered features with variance filtering: 0 2024-03-27 23:54:54.241882 INFO::Filtered feature names from variance filtering: 2024-03-27 23:54:54.242793 INFO::Running selected normalization method: NONE 2024-03-27 23:54:54.243617 INFO::Applying z-score to standardize continuous metadata 2024-03-27 23:54:54.249224 INFO::Running selected transform method: NONE 2024-03-27 23:54:54.250168 INFO::Running selected analysis method: LM 2024-03-27 23:54:54.251171 INFO::Fitting model to feature number 1, F1 2024-03-27 23:54:54.255775 INFO::Fitting model to feature number 2, F2 2024-03-27 23:54:54.260213 INFO::Fitting model to feature number 3, F3 2024-03-27 23:54:54.264377 INFO::Fitting model to feature number 4, F4 2024-03-27 23:54:54.268464 INFO::Fitting model to feature number 5, F5 2024-03-27 23:54:54.272441 INFO::Fitting model to feature number 6, F6 2024-03-27 23:54:54.276479 INFO::Fitting model to feature number 7, F7 2024-03-27 23:54:54.280577 INFO::Fitting model to feature number 8, F8 2024-03-27 23:54:54.304902 INFO::Fitting model to feature number 9, F9 2024-03-27 23:54:54.309504 INFO::Fitting model to feature number 10, F10 2024-03-27 23:54:54.313684 INFO::Fitting model to feature number 11, F11 2024-03-27 23:54:54.317733 INFO::Fitting model to feature number 12, F12 2024-03-27 23:54:54.32178 INFO::Fitting model to feature number 13, F13 2024-03-27 23:54:54.325915 INFO::Fitting model to feature number 14, F14 2024-03-27 23:54:54.32984 INFO::Fitting model to feature number 15, F15 2024-03-27 23:54:54.333674 INFO::Fitting model to feature number 16, F16 2024-03-27 23:54:54.337447 INFO::Fitting model to feature number 17, F17 2024-03-27 23:54:54.341156 INFO::Fitting model to feature number 18, F18 2024-03-27 23:54:54.344802 INFO::Fitting model to feature number 19, F19 2024-03-27 23:54:54.348507 INFO::Fitting model to feature number 20, F20 2024-03-27 23:54:54.352201 INFO::Fitting model to feature number 21, F21 2024-03-27 23:54:54.355788 INFO::Fitting model to feature number 22, F22 2024-03-27 23:54:54.359463 INFO::Fitting model to feature number 23, F23 2024-03-27 23:54:54.363184 INFO::Fitting model to feature number 24, F24 2024-03-27 23:54:54.366846 INFO::Fitting model to feature number 25, F25 2024-03-27 23:54:54.370467 INFO::Fitting model to feature number 26, F26 2024-03-27 23:54:54.374007 INFO::Fitting model to feature number 27, F27 2024-03-27 23:54:54.377575 INFO::Fitting model to feature number 28, F28 2024-03-27 23:54:54.381171 INFO::Fitting model to feature number 29, F29 2024-03-27 23:54:54.384791 INFO::Fitting model to feature number 30, F30 2024-03-27 23:54:54.388403 INFO::Fitting model to feature number 31, F31 2024-03-27 23:54:54.391939 INFO::Fitting model to feature number 32, F32 2024-03-27 23:54:54.39549 INFO::Fitting model to feature number 33, F33 2024-03-27 23:54:54.398977 INFO::Fitting model to feature number 34, F34 2024-03-27 23:54:54.402531 INFO::Fitting model to feature number 35, F35 2024-03-27 23:54:54.405942 INFO::Fitting model to feature number 36, F36 2024-03-27 23:54:54.40947 INFO::Fitting model to feature number 37, F37 2024-03-27 23:54:54.412947 INFO::Fitting model to feature number 38, F38 2024-03-27 23:54:54.416458 INFO::Fitting model to feature number 39, F39 2024-03-27 23:54:54.419988 INFO::Fitting model to feature number 40, F40 2024-03-27 23:54:54.423528 INFO::Fitting model to feature number 41, F41 2024-03-27 23:54:54.427087 INFO::Fitting model to feature number 42, F43 2024-03-27 23:54:54.430599 INFO::Fitting model to feature number 43, F44 2024-03-27 23:54:54.434084 INFO::Fitting model to feature number 44, F45 2024-03-27 23:54:54.437564 INFO::Fitting model to feature number 45, F46 2024-03-27 23:54:54.441112 INFO::Fitting model to feature number 46, F47 2024-03-27 23:54:54.444662 INFO::Fitting model to feature number 47, F48 2024-03-27 23:54:54.448193 INFO::Fitting model to feature number 48, F49 2024-03-27 23:54:54.45178 INFO::Fitting model to feature number 49, F50 2024-03-27 23:54:54.455323 INFO::Fitting model to feature number 50, F51 2024-03-27 23:54:54.458948 INFO::Fitting model to feature number 51, F52 2024-03-27 23:54:54.462489 INFO::Fitting model to feature number 52, F53 2024-03-27 23:54:54.466002 INFO::Fitting model to feature number 53, F54 2024-03-27 23:54:54.469551 INFO::Fitting model to feature number 54, F55 2024-03-27 23:54:54.47309 INFO::Fitting model to feature number 55, F56 2024-03-27 23:54:54.476652 INFO::Fitting model to feature number 56, F57 2024-03-27 23:54:54.480244 INFO::Fitting model to feature number 57, F58 2024-03-27 23:54:54.48385 INFO::Fitting model to feature number 58, F59 2024-03-27 23:54:54.487383 INFO::Fitting model to feature number 59, F60 2024-03-27 23:54:54.490993 INFO::Fitting model to feature number 60, F63 2024-03-27 23:54:54.494634 INFO::Fitting model to feature number 61, F64 2024-03-27 23:54:54.49825 INFO::Fitting model to feature number 62, F65 2024-03-27 23:54:54.50183 INFO::Fitting model to feature number 63, F66 2024-03-27 23:54:54.505435 INFO::Fitting model to feature number 64, F67 2024-03-27 23:54:54.508996 INFO::Fitting model to feature number 65, F68 2024-03-27 23:54:54.512622 INFO::Fitting model to feature number 66, F69 2024-03-27 23:54:54.516348 INFO::Fitting model to feature number 67, F70 2024-03-27 23:54:54.519924 INFO::Fitting model to feature number 68, F71 2024-03-27 23:54:54.523488 INFO::Fitting model to feature number 69, F72 2024-03-27 23:54:54.527063 INFO::Fitting model to feature number 70, F73 2024-03-27 23:54:54.530556 INFO::Fitting model to feature number 71, F74 2024-03-27 23:54:54.534133 INFO::Fitting model to feature number 72, F76 2024-03-27 23:54:54.537715 INFO::Fitting model to feature number 73, F77 2024-03-27 23:54:54.54129 INFO::Fitting model to feature number 74, F78 2024-03-27 23:54:54.544893 INFO::Fitting model to feature number 75, F79 2024-03-27 23:54:54.548486 INFO::Fitting model to feature number 76, F80 2024-03-27 23:54:54.552104 INFO::Fitting model to feature number 77, F81 2024-03-27 23:54:54.555567 INFO::Fitting model to feature number 78, F82 2024-03-27 23:54:54.559034 INFO::Fitting model to feature number 79, F83 2024-03-27 23:54:54.562453 INFO::Fitting model to feature number 80, F84 2024-03-27 23:54:54.565866 INFO::Fitting model to feature number 81, F85 2024-03-27 23:54:54.569302 INFO::Fitting model to feature number 82, F86 2024-03-27 23:54:54.572747 INFO::Fitting model to feature number 83, F87 2024-03-27 23:54:54.576181 INFO::Fitting model to feature number 84, F88 2024-03-27 23:54:54.579673 INFO::Fitting model to feature number 85, F89 2024-03-27 23:54:54.583099 INFO::Fitting model to feature number 86, F90 2024-03-27 23:54:54.586557 INFO::Fitting model to feature number 87, F91 2024-03-27 23:54:54.589959 INFO::Fitting model to feature number 88, F92 2024-03-27 23:54:54.593373 INFO::Fitting model to feature number 89, F93 2024-03-27 23:54:54.5968 INFO::Fitting model to feature number 90, F94 2024-03-27 23:54:54.600169 INFO::Fitting model to feature number 91, F95 2024-03-27 23:54:54.603594 INFO::Fitting model to feature number 92, F96 2024-03-27 23:54:54.606968 INFO::Fitting model to feature number 93, F97 2024-03-27 23:54:54.610341 INFO::Fitting model to feature number 94, F98 2024-03-27 23:54:54.613664 INFO::Fitting model to feature number 95, F99 2024-03-27 23:54:54.617017 INFO::Fitting model to feature number 96, F100 2024-03-27 23:54:54.620366 INFO::Fitting model to feature number 97, F101 2024-03-27 23:54:54.623801 INFO::Fitting model to feature number 98, F102 2024-03-27 23:54:54.627195 INFO::Fitting model to feature number 99, F103 2024-03-27 23:54:54.630718 INFO::Fitting model to feature number 100, F104 2024-03-27 23:54:54.634212 INFO::Fitting model to feature number 101, F105 2024-03-27 23:54:54.637668 INFO::Fitting model to feature number 102, F106 2024-03-27 23:54:54.641094 INFO::Fitting model to feature number 103, F107 2024-03-27 23:54:54.644561 INFO::Fitting model to feature number 104, F108 2024-03-27 23:54:54.64803 INFO::Fitting model to feature number 105, F109 2024-03-27 23:54:54.651518 INFO::Fitting model to feature number 106, F110 2024-03-27 23:54:54.655 INFO::Fitting model to feature number 107, F111 2024-03-27 23:54:54.658498 INFO::Fitting model to feature number 108, F112 2024-03-27 23:54:54.661959 INFO::Fitting model to feature number 109, F113 2024-03-27 23:54:54.66543 INFO::Fitting model to feature number 110, F114 2024-03-27 23:54:54.668871 INFO::Fitting model to feature number 111, F115 2024-03-27 23:54:54.672334 INFO::Fitting model to feature number 112, F117 2024-03-27 23:54:54.675791 INFO::Fitting model to feature number 113, F118 2024-03-27 23:54:54.679196 INFO::Fitting model to feature number 114, F119 2024-03-27 23:54:54.682601 INFO::Fitting model to feature number 115, F120 2024-03-27 23:54:54.686044 INFO::Fitting model to feature number 116, F121 2024-03-27 23:54:54.689527 INFO::Fitting model to feature number 117, F122 2024-03-27 23:54:54.692986 INFO::Fitting model to feature number 118, F123 2024-03-27 23:54:54.696465 INFO::Fitting model to feature number 119, F124 2024-03-27 23:54:54.700045 INFO::Fitting model to feature number 120, F125 2024-03-27 23:54:54.703597 INFO::Fitting model to feature number 121, F126 2024-03-27 23:54:54.707114 INFO::Fitting model to feature number 122, F127 2024-03-27 23:54:54.71066 INFO::Fitting model to feature number 123, F128 2024-03-27 23:54:54.71406 INFO::Fitting model to feature number 124, F129 2024-03-27 23:54:54.717462 INFO::Fitting model to feature number 125, F130 2024-03-27 23:54:54.72085 INFO::Fitting model to feature number 126, F131 2024-03-27 23:54:54.724228 INFO::Fitting model to feature number 127, F132 2024-03-27 23:54:54.727718 INFO::Fitting model to feature number 128, F133 2024-03-27 23:54:54.731188 INFO::Fitting model to feature number 129, F134 2024-03-27 23:54:54.734582 INFO::Fitting model to feature number 130, F135 2024-03-27 23:54:54.73808 INFO::Fitting model to feature number 131, F136 2024-03-27 23:54:54.741539 INFO::Fitting model to feature number 132, F137 2024-03-27 23:54:54.74508 INFO::Fitting model to feature number 133, F138 2024-03-27 23:54:54.748549 INFO::Fitting model to feature number 134, F139 2024-03-27 23:54:54.751988 INFO::Fitting model to feature number 135, F140 2024-03-27 23:54:54.755606 INFO::Fitting model to feature number 136, F141 2024-03-27 23:54:54.759158 INFO::Fitting model to feature number 137, F142 2024-03-27 23:54:54.762772 INFO::Fitting model to feature number 138, F143 2024-03-27 23:54:54.766357 INFO::Fitting model to feature number 139, F144 2024-03-27 23:54:54.770007 INFO::Fitting model to feature number 140, F145 2024-03-27 23:54:54.773675 INFO::Fitting model to feature number 141, F146 2024-03-27 23:54:54.777311 INFO::Fitting model to feature number 142, F147 2024-03-27 23:54:54.780866 INFO::Fitting model to feature number 143, F148 2024-03-27 23:54:54.784451 INFO::Fitting model to feature number 144, F149 2024-03-27 23:54:54.788022 INFO::Fitting model to feature number 145, F150 2024-03-27 23:54:54.791561 INFO::Fitting model to feature number 146, F152 2024-03-27 23:54:54.795091 INFO::Fitting model to feature number 147, F153 2024-03-27 23:54:54.798595 INFO::Fitting model to feature number 148, F154 2024-03-27 23:54:54.802092 INFO::Fitting model to feature number 149, F155 2024-03-27 23:54:54.805827 INFO::Fitting model to feature number 150, F156 2024-03-27 23:54:54.809754 INFO::Fitting model to feature number 151, F157 2024-03-27 23:54:54.813624 INFO::Fitting model to feature number 152, F158 2024-03-27 23:54:54.817668 INFO::Fitting model to feature number 153, F159 2024-03-27 23:54:54.821511 INFO::Fitting model to feature number 154, F160 2024-03-27 23:54:54.825397 INFO::Fitting model to feature number 155, F161 2024-03-27 23:54:54.829245 INFO::Fitting model to feature number 156, F162 2024-03-27 23:54:54.832954 INFO::Fitting model to feature number 157, F163 2024-03-27 23:54:54.836653 INFO::Fitting model to feature number 158, F164 2024-03-27 23:54:54.840453 INFO::Fitting model to feature number 159, F165 2024-03-27 23:54:54.844198 INFO::Fitting model to feature number 160, F166 2024-03-27 23:54:54.847985 INFO::Fitting model to feature number 161, F167 2024-03-27 23:54:54.851732 INFO::Fitting model to feature number 162, F168 2024-03-27 23:54:54.855355 INFO::Fitting model to feature number 163, F169 2024-03-27 23:54:54.858915 INFO::Fitting model to feature number 164, F170 2024-03-27 23:54:54.86248 INFO::Fitting model to feature number 165, F171 2024-03-27 23:54:54.865955 INFO::Fitting model to feature number 166, F172 2024-03-27 23:54:54.869541 INFO::Fitting model to feature number 167, F173 2024-03-27 23:54:54.873106 INFO::Fitting model to feature number 168, F174 2024-03-27 23:54:54.876665 INFO::Fitting model to feature number 169, F175 2024-03-27 23:54:54.880205 INFO::Fitting model to feature number 170, F176 2024-03-27 23:54:54.88375 INFO::Fitting model to feature number 171, F177 2024-03-27 23:54:54.887322 INFO::Fitting model to feature number 172, F178 2024-03-27 23:54:54.890866 INFO::Fitting model to feature number 173, F179 2024-03-27 23:54:54.894358 INFO::Fitting model to feature number 174, F180 2024-03-27 23:54:54.897909 INFO::Fitting model to feature number 175, F181 2024-03-27 23:54:54.901483 INFO::Fitting model to feature number 176, F182 2024-03-27 23:54:54.905113 INFO::Fitting model to feature number 177, F183 2024-03-27 23:54:54.908666 INFO::Fitting model to feature number 178, F184 2024-03-27 23:54:54.912298 INFO::Fitting model to feature number 179, F185 2024-03-27 23:54:54.915904 INFO::Fitting model to feature number 180, F186 2024-03-27 23:54:54.919492 INFO::Fitting model to feature number 181, F187 2024-03-27 23:54:54.923047 INFO::Fitting model to feature number 182, F188 2024-03-27 23:54:54.926586 INFO::Fitting model to feature number 183, F189 2024-03-27 23:54:54.930149 INFO::Fitting model to feature number 184, F190 2024-03-27 23:54:54.933774 INFO::Fitting model to feature number 185, F191 2024-03-27 23:54:54.937262 INFO::Fitting model to feature number 186, F192 2024-03-27 23:54:54.940835 INFO::Fitting model to feature number 187, F193 2024-03-27 23:54:54.944392 INFO::Fitting model to feature number 188, F194 2024-03-27 23:54:54.947884 INFO::Fitting model to feature number 189, F195 2024-03-27 23:54:54.951419 INFO::Fitting model to feature number 190, F196 2024-03-27 23:54:54.954952 INFO::Fitting model to feature number 191, F197 2024-03-27 23:54:54.958427 INFO::Fitting model to feature number 192, F198 2024-03-27 23:54:54.961996 INFO::Fitting model to feature number 193, F199 2024-03-27 23:54:54.965533 INFO::Fitting model to feature number 194, F200 2024-03-27 23:54:54.969118 INFO::Fitting model to feature number 195, F201 2024-03-27 23:54:54.972697 INFO::Fitting model to feature number 196, F202 2024-03-27 23:54:54.976297 INFO::Fitting model to feature number 197, F203 2024-03-27 23:54:54.979893 INFO::Fitting model to feature number 198, F204 2024-03-27 23:54:54.98349 INFO::Fitting model to feature number 199, F206 2024-03-27 23:54:54.987072 INFO::Fitting model to feature number 200, F207 2024-03-27 23:54:54.99065 INFO::Fitting model to feature number 201, F208 2024-03-27 23:54:54.994234 INFO::Fitting model to feature number 202, F209 2024-03-27 23:54:54.997773 INFO::Fitting model to feature number 203, F210 2024-03-27 23:54:55.001347 INFO::Fitting model to feature number 204, F211 2024-03-27 23:54:55.005009 INFO::Fitting model to feature number 205, F212 2024-03-27 23:54:55.008728 INFO::Fitting model to feature number 206, F213 2024-03-27 23:54:55.012445 INFO::Fitting model to feature number 207, F214 2024-03-27 23:54:55.016117 INFO::Fitting model to feature number 208, F215 2024-03-27 23:54:55.019752 INFO::Fitting model to feature number 209, F216 2024-03-27 23:54:55.023347 INFO::Fitting model to feature number 210, F217 2024-03-27 23:54:55.027248 INFO::Fitting model to feature number 211, F218 2024-03-27 23:54:55.031018 INFO::Fitting model to feature number 212, F219 2024-03-27 23:54:55.034665 INFO::Fitting model to feature number 213, F220 2024-03-27 23:54:55.038458 INFO::Fitting model to feature number 214, F221 2024-03-27 23:54:55.042202 INFO::Fitting model to feature number 215, F222 2024-03-27 23:54:55.045976 INFO::Fitting model to feature number 216, F223 2024-03-27 23:54:55.049726 INFO::Fitting model to feature number 217, F224 2024-03-27 23:54:55.053411 INFO::Fitting model to feature number 218, F225 2024-03-27 23:54:55.057107 INFO::Fitting model to feature number 219, F226 2024-03-27 23:54:55.06079 INFO::Fitting model to feature number 220, F227 2024-03-27 23:54:55.064444 INFO::Fitting model to feature number 221, F228 2024-03-27 23:54:55.068238 INFO::Fitting model to feature number 222, F229 2024-03-27 23:54:55.072105 INFO::Fitting model to feature number 223, F230 2024-03-27 23:54:55.075742 INFO::Fitting model to feature number 224, F231 2024-03-27 23:54:55.079409 INFO::Fitting model to feature number 225, F232 2024-03-27 23:54:55.083074 INFO::Fitting model to feature number 226, F233 2024-03-27 23:54:55.086682 INFO::Fitting model to feature number 227, F234 2024-03-27 23:54:55.09021 INFO::Fitting model to feature number 228, F235 2024-03-27 23:54:55.09368 INFO::Fitting model to feature number 229, F236 2024-03-27 23:54:55.097245 INFO::Fitting model to feature number 230, F237 2024-03-27 23:54:55.100771 INFO::Fitting model to feature number 231, F238 2024-03-27 23:54:55.10436 INFO::Fitting model to feature number 232, F239 2024-03-27 23:54:55.107869 INFO::Fitting model to feature number 233, F240 2024-03-27 23:54:55.111415 INFO::Fitting model to feature number 234, F241 2024-03-27 23:54:55.114873 INFO::Fitting model to feature number 235, F242 2024-03-27 23:54:55.118411 INFO::Fitting model to feature number 236, F243 2024-03-27 23:54:55.121932 INFO::Fitting model to feature number 237, F244 2024-03-27 23:54:55.125482 INFO::Fitting model to feature number 238, F245 2024-03-27 23:54:55.129143 INFO::Fitting model to feature number 239, F246 2024-03-27 23:54:55.132745 INFO::Fitting model to feature number 240, F247 2024-03-27 23:54:55.136353 INFO::Fitting model to feature number 241, F248 2024-03-27 23:54:55.13995 INFO::Fitting model to feature number 242, F249 2024-03-27 23:54:55.143547 INFO::Fitting model to feature number 243, F250 2024-03-27 23:54:55.147075 INFO::Fitting model to feature number 244, F252 2024-03-27 23:54:55.150589 INFO::Fitting model to feature number 245, F253 2024-03-27 23:54:55.154157 INFO::Fitting model to feature number 246, F254 2024-03-27 23:54:55.157701 INFO::Fitting model to feature number 247, F255 2024-03-27 23:54:55.161272 INFO::Fitting model to feature number 248, F256 2024-03-27 23:54:55.164766 INFO::Fitting model to feature number 249, F257 2024-03-27 23:54:55.168318 INFO::Fitting model to feature number 250, F259 2024-03-27 23:54:55.17188 INFO::Fitting model to feature number 251, F260 2024-03-27 23:54:55.175465 INFO::Fitting model to feature number 252, F261 2024-03-27 23:54:55.179028 INFO::Fitting model to feature number 253, F262 2024-03-27 23:54:55.182563 INFO::Fitting model to feature number 254, F263 2024-03-27 23:54:55.186172 INFO::Fitting model to feature number 255, F264 2024-03-27 23:54:55.189825 INFO::Fitting model to feature number 256, F265 2024-03-27 23:54:55.193461 INFO::Fitting model to feature number 257, F266 2024-03-27 23:54:55.197157 INFO::Fitting model to feature number 258, F267 2024-03-27 23:54:55.200922 INFO::Fitting model to feature number 259, F269 2024-03-27 23:54:55.204562 INFO::Fitting model to feature number 260, F270 2024-03-27 23:54:55.20817 INFO::Fitting model to feature number 261, F271 2024-03-27 23:54:55.211804 INFO::Fitting model to feature number 262, F272 2024-03-27 23:54:55.215412 INFO::Fitting model to feature number 263, F273 2024-03-27 23:54:55.21905 INFO::Fitting model to feature number 264, F274 2024-03-27 23:54:55.222708 INFO::Fitting model to feature number 265, F276 2024-03-27 23:54:55.226358 INFO::Fitting model to feature number 266, F277 2024-03-27 23:54:55.230026 INFO::Fitting model to feature number 267, F278 2024-03-27 23:54:55.233737 INFO::Fitting model to feature number 268, F279 2024-03-27 23:54:55.237574 INFO::Fitting model to feature number 269, F280 2024-03-27 23:54:55.241265 INFO::Fitting model to feature number 270, F281 2024-03-27 23:54:55.244862 INFO::Fitting model to feature number 271, F282 2024-03-27 23:54:55.248441 INFO::Fitting model to feature number 272, F283 2024-03-27 23:54:55.252063 INFO::Fitting model to feature number 273, F284 2024-03-27 23:54:55.255641 INFO::Fitting model to feature number 274, F285 2024-03-27 23:54:55.25923 INFO::Fitting model to feature number 275, F286 2024-03-27 23:54:55.262851 INFO::Fitting model to feature number 276, F287 2024-03-27 23:54:55.266401 INFO::Fitting model to feature number 277, F288 2024-03-27 23:54:55.269988 INFO::Fitting model to feature number 278, F289 2024-03-27 23:54:55.273527 INFO::Fitting model to feature number 279, F290 2024-03-27 23:54:55.277046 INFO::Fitting model to feature number 280, F292 2024-03-27 23:54:55.280558 INFO::Fitting model to feature number 281, F293 2024-03-27 23:54:55.284194 INFO::Fitting model to feature number 282, F294 2024-03-27 23:54:55.287668 INFO::Fitting model to feature number 283, F295 2024-03-27 23:54:55.29118 INFO::Fitting model to feature number 284, F296 2024-03-27 23:54:55.294795 INFO::Fitting model to feature number 285, F297 2024-03-27 23:54:55.298448 INFO::Fitting model to feature number 286, F298 2024-03-27 23:54:55.302088 INFO::Fitting model to feature number 287, F299 2024-03-27 23:54:55.305745 INFO::Fitting model to feature number 288, F300 2024-03-27 23:54:55.309494 INFO::Fitting model to feature number 289, F301 2024-03-27 23:54:55.313173 INFO::Fitting model to feature number 290, F302 2024-03-27 23:54:55.316804 INFO::Fitting model to feature number 291, F303 2024-03-27 23:54:55.320474 INFO::Fitting model to feature number 292, F304 2024-03-27 23:54:55.324165 INFO::Fitting model to feature number 293, F305 2024-03-27 23:54:55.32783 INFO::Fitting model to feature number 294, F306 2024-03-27 23:54:55.331476 INFO::Fitting model to feature number 295, F307 2024-03-27 23:54:55.335093 INFO::Fitting model to feature number 296, F308 2024-03-27 23:54:55.338645 INFO::Fitting model to feature number 297, F309 2024-03-27 23:54:55.342211 INFO::Fitting model to feature number 298, F310 2024-03-27 23:54:55.345725 INFO::Fitting model to feature number 299, F311 2024-03-27 23:54:55.376247 INFO::Fitting model to feature number 300, F312 2024-03-27 23:54:55.380945 INFO::Fitting model to feature number 301, F313 2024-03-27 23:54:55.385282 INFO::Fitting model to feature number 302, F315 2024-03-27 23:54:55.389484 INFO::Fitting model to feature number 303, F316 2024-03-27 23:54:55.393651 INFO::Fitting model to feature number 304, F317 2024-03-27 23:54:55.397724 INFO::Fitting model to feature number 305, F318 2024-03-27 23:54:55.401828 INFO::Fitting model to feature number 306, F319 2024-03-27 23:54:55.405962 INFO::Fitting model to feature number 307, F320 2024-03-27 23:54:55.409977 INFO::Fitting model to feature number 308, F321 2024-03-27 23:54:55.413869 INFO::Fitting model to feature number 309, F322 2024-03-27 23:54:55.41766 INFO::Fitting model to feature number 310, F323 2024-03-27 23:54:55.421374 INFO::Fitting model to feature number 311, F324 2024-03-27 23:54:55.425041 INFO::Fitting model to feature number 312, F325 2024-03-27 23:54:55.428743 INFO::Fitting model to feature number 313, F326 2024-03-27 23:54:55.432436 INFO::Fitting model to feature number 314, F327 2024-03-27 23:54:55.436337 INFO::Fitting model to feature number 315, F328 2024-03-27 23:54:55.440199 INFO::Fitting model to feature number 316, F329 2024-03-27 23:54:55.444071 INFO::Fitting model to feature number 317, F330 2024-03-27 23:54:55.447961 INFO::Fitting model to feature number 318, F331 2024-03-27 23:54:55.451738 INFO::Fitting model to feature number 319, F332 2024-03-27 23:54:55.455407 INFO::Fitting model to feature number 320, F333 2024-03-27 23:54:55.459018 INFO::Fitting model to feature number 321, F334 2024-03-27 23:54:55.462661 INFO::Fitting model to feature number 322, F335 2024-03-27 23:54:55.466268 INFO::Fitting model to feature number 323, F336 2024-03-27 23:54:55.469902 INFO::Fitting model to feature number 324, F337 2024-03-27 23:54:55.47355 INFO::Fitting model to feature number 325, F338 2024-03-27 23:54:55.47714 INFO::Fitting model to feature number 326, F339 2024-03-27 23:54:55.480721 INFO::Fitting model to feature number 327, F340 2024-03-27 23:54:55.484263 INFO::Fitting model to feature number 328, F342 2024-03-27 23:54:55.487842 INFO::Fitting model to feature number 329, F343 2024-03-27 23:54:55.491396 INFO::Fitting model to feature number 330, F344 2024-03-27 23:54:55.494936 INFO::Fitting model to feature number 331, F345 2024-03-27 23:54:55.498431 INFO::Fitting model to feature number 332, F346 2024-03-27 23:54:55.501912 INFO::Fitting model to feature number 333, F347 2024-03-27 23:54:55.505431 INFO::Fitting model to feature number 334, F348 2024-03-27 23:54:55.50895 INFO::Fitting model to feature number 335, F350 2024-03-27 23:54:55.51241 INFO::Fitting model to feature number 336, F351 2024-03-27 23:54:55.515986 INFO::Fitting model to feature number 337, F352 2024-03-27 23:54:55.519503 INFO::Fitting model to feature number 338, F353 2024-03-27 23:54:55.523001 INFO::Fitting model to feature number 339, F355 2024-03-27 23:54:55.526505 INFO::Fitting model to feature number 340, F356 2024-03-27 23:54:55.529971 INFO::Fitting model to feature number 341, F357 2024-03-27 23:54:55.533495 INFO::Fitting model to feature number 342, F358 2024-03-27 23:54:55.537 INFO::Fitting model to feature number 343, F359 2024-03-27 23:54:55.540477 INFO::Fitting model to feature number 344, F360 2024-03-27 23:54:55.543945 INFO::Fitting model to feature number 345, F361 2024-03-27 23:54:55.547384 INFO::Fitting model to feature number 346, F362 2024-03-27 23:54:55.550777 INFO::Fitting model to feature number 347, F363 2024-03-27 23:54:55.554234 INFO::Fitting model to feature number 348, F364 2024-03-27 23:54:55.557654 INFO::Fitting model to feature number 349, F365 2024-03-27 23:54:55.561121 INFO::Fitting model to feature number 350, F366 2024-03-27 23:54:55.564582 INFO::Fitting model to feature number 351, F367 2024-03-27 23:54:55.568042 INFO::Fitting model to feature number 352, F368 2024-03-27 23:54:55.571557 INFO::Fitting model to feature number 353, F369 2024-03-27 23:54:55.575047 INFO::Fitting model to feature number 354, F370 2024-03-27 23:54:55.578488 INFO::Fitting model to feature number 355, F371 2024-03-27 23:54:55.581957 INFO::Fitting model to feature number 356, F372 2024-03-27 23:54:55.585493 INFO::Fitting model to feature number 357, F373 2024-03-27 23:54:55.588988 INFO::Fitting model to feature number 358, F374 2024-03-27 23:54:55.592482 INFO::Fitting model to feature number 359, F375 2024-03-27 23:54:55.595973 INFO::Fitting model to feature number 360, F376 2024-03-27 23:54:55.599459 INFO::Fitting model to feature number 361, F377 2024-03-27 23:54:55.602933 INFO::Fitting model to feature number 362, F378 2024-03-27 23:54:55.606406 INFO::Fitting model to feature number 363, F379 2024-03-27 23:54:55.609828 INFO::Fitting model to feature number 364, F380 2024-03-27 23:54:55.613309 INFO::Fitting model to feature number 365, F381 2024-03-27 23:54:55.616808 INFO::Fitting model to feature number 366, F382 2024-03-27 23:54:55.620283 INFO::Fitting model to feature number 367, F383 2024-03-27 23:54:55.623791 INFO::Fitting model to feature number 368, F384 2024-03-27 23:54:55.627273 INFO::Fitting model to feature number 369, F386 2024-03-27 23:54:55.630816 INFO::Fitting model to feature number 370, F387 2024-03-27 23:54:55.634317 INFO::Fitting model to feature number 371, F388 2024-03-27 23:54:55.637795 INFO::Fitting model to feature number 372, F389 2024-03-27 23:54:55.64127 INFO::Fitting model to feature number 373, F390 2024-03-27 23:54:55.644736 INFO::Fitting model to feature number 374, F391 2024-03-27 23:54:55.648218 INFO::Fitting model to feature number 375, F392 2024-03-27 23:54:55.65168 INFO::Fitting model to feature number 376, F393 2024-03-27 23:54:55.655151 INFO::Fitting model to feature number 377, F394 2024-03-27 23:54:55.658669 INFO::Fitting model to feature number 378, F395 2024-03-27 23:54:55.662293 INFO::Fitting model to feature number 379, F396 2024-03-27 23:54:55.665994 INFO::Fitting model to feature number 380, F397 2024-03-27 23:54:55.669758 INFO::Fitting model to feature number 381, F398 2024-03-27 23:54:55.673472 INFO::Fitting model to feature number 382, F399 2024-03-27 23:54:55.677255 INFO::Fitting model to feature number 383, F400 2024-03-27 23:54:55.68108 INFO::Fitting model to feature number 384, F401 2024-03-27 23:54:55.684874 INFO::Fitting model to feature number 385, F402 2024-03-27 23:54:55.688679 INFO::Fitting model to feature number 386, F403 2024-03-27 23:54:55.692469 INFO::Fitting model to feature number 387, F404 2024-03-27 23:54:55.696221 INFO::Fitting model to feature number 388, F406 2024-03-27 23:54:55.699965 INFO::Fitting model to feature number 389, F407 2024-03-27 23:54:55.703634 INFO::Fitting model to feature number 390, F408 2024-03-27 23:54:55.707366 INFO::Fitting model to feature number 391, F409 2024-03-27 23:54:55.711012 INFO::Fitting model to feature number 392, F410 2024-03-27 23:54:55.714619 INFO::Fitting model to feature number 393, F411 2024-03-27 23:54:55.718275 INFO::Fitting model to feature number 394, F412 2024-03-27 23:54:55.721923 INFO::Fitting model to feature number 395, F413 2024-03-27 23:54:55.725549 INFO::Fitting model to feature number 396, F414 2024-03-27 23:54:55.729151 INFO::Fitting model to feature number 397, F415 2024-03-27 23:54:55.7328 INFO::Fitting model to feature number 398, F416 2024-03-27 23:54:55.736533 INFO::Fitting model to feature number 399, F417 2024-03-27 23:54:55.740223 INFO::Fitting model to feature number 400, F418 2024-03-27 23:54:55.743871 INFO::Fitting model to feature number 401, F419 2024-03-27 23:54:55.747538 INFO::Fitting model to feature number 402, F420 2024-03-27 23:54:55.75114 INFO::Fitting model to feature number 403, F421 2024-03-27 23:54:55.754805 INFO::Fitting model to feature number 404, F422 2024-03-27 23:54:55.758514 INFO::Fitting model to feature number 405, F423 2024-03-27 23:54:55.762145 INFO::Fitting model to feature number 406, F425 2024-03-27 23:54:55.765795 INFO::Fitting model to feature number 407, F426 2024-03-27 23:54:55.769432 INFO::Fitting model to feature number 408, F428 2024-03-27 23:54:55.773204 INFO::Fitting model to feature number 409, F429 2024-03-27 23:54:55.776838 INFO::Fitting model to feature number 410, F430 2024-03-27 23:54:55.78047 INFO::Fitting model to feature number 411, F431 2024-03-27 23:54:55.784166 INFO::Fitting model to feature number 412, F432 2024-03-27 23:54:55.787726 INFO::Fitting model to feature number 413, F433 2024-03-27 23:54:55.791351 INFO::Fitting model to feature number 414, F434 2024-03-27 23:54:55.794976 INFO::Fitting model to feature number 415, F435 2024-03-27 23:54:55.79863 INFO::Fitting model to feature number 416, F436 2024-03-27 23:54:55.802337 INFO::Fitting model to feature number 417, F437 2024-03-27 23:54:55.806019 INFO::Fitting model to feature number 418, F438 2024-03-27 23:54:55.809557 INFO::Fitting model to feature number 419, F439 2024-03-27 23:54:55.813117 INFO::Fitting model to feature number 420, F440 2024-03-27 23:54:55.816645 INFO::Fitting model to feature number 421, F441 2024-03-27 23:54:55.820196 INFO::Fitting model to feature number 422, F442 2024-03-27 23:54:55.823806 INFO::Fitting model to feature number 423, F443 2024-03-27 23:54:55.827423 INFO::Fitting model to feature number 424, F444 2024-03-27 23:54:55.831019 INFO::Fitting model to feature number 425, F445 2024-03-27 23:54:55.834593 INFO::Fitting model to feature number 426, F446 2024-03-27 23:54:55.838261 INFO::Fitting model to feature number 427, F447 2024-03-27 23:54:55.841808 INFO::Fitting model to feature number 428, F448 2024-03-27 23:54:55.845382 INFO::Fitting model to feature number 429, F449 2024-03-27 23:54:55.848995 INFO::Fitting model to feature number 430, F450 2024-03-27 23:54:55.852598 INFO::Fitting model to feature number 431, F451 2024-03-27 23:54:55.856476 INFO::Fitting model to feature number 432, F452 2024-03-27 23:54:55.860416 INFO::Fitting model to feature number 433, F454 2024-03-27 23:54:55.864322 INFO::Fitting model to feature number 434, F455 2024-03-27 23:54:55.868272 INFO::Fitting model to feature number 435, F456 2024-03-27 23:54:55.872202 INFO::Fitting model to feature number 436, F457 2024-03-27 23:54:55.875988 INFO::Fitting model to feature number 437, F458 2024-03-27 23:54:55.879884 INFO::Fitting model to feature number 438, F459 2024-03-27 23:54:55.883466 INFO::Fitting model to feature number 439, F461 2024-03-27 23:54:55.887062 INFO::Fitting model to feature number 440, F462 2024-03-27 23:54:55.890686 INFO::Fitting model to feature number 441, F463 2024-03-27 23:54:55.894523 INFO::Fitting model to feature number 442, F464 2024-03-27 23:54:55.898257 INFO::Fitting model to feature number 443, F465 2024-03-27 23:54:55.901988 INFO::Fitting model to feature number 444, F466 2024-03-27 23:54:55.905772 INFO::Fitting model to feature number 445, F467 2024-03-27 23:54:55.909467 INFO::Fitting model to feature number 446, F468 2024-03-27 23:54:55.91337 INFO::Fitting model to feature number 447, F469 2024-03-27 23:54:55.917042 INFO::Fitting model to feature number 448, F470 2024-03-27 23:54:55.920814 INFO::Fitting model to feature number 449, F471 2024-03-27 23:54:55.924524 INFO::Fitting model to feature number 450, F474 2024-03-27 23:54:55.928284 INFO::Fitting model to feature number 451, F475 2024-03-27 23:54:55.932041 INFO::Fitting model to feature number 452, F476 2024-03-27 23:54:55.935761 INFO::Fitting model to feature number 453, F477 2024-03-27 23:54:55.939647 INFO::Fitting model to feature number 454, F478 2024-03-27 23:54:55.943418 INFO::Fitting model to feature number 455, F479 2024-03-27 23:54:55.947215 INFO::Fitting model to feature number 456, F480 2024-03-27 23:54:55.951056 INFO::Fitting model to feature number 457, F481 2024-03-27 23:54:55.954851 INFO::Fitting model to feature number 458, F482 2024-03-27 23:54:55.95859 INFO::Fitting model to feature number 459, F483 2024-03-27 23:54:55.962359 INFO::Fitting model to feature number 460, F484 2024-03-27 23:54:55.965963 INFO::Fitting model to feature number 461, F485 2024-03-27 23:54:55.969561 INFO::Fitting model to feature number 462, F486 2024-03-27 23:54:55.973145 INFO::Fitting model to feature number 463, F487 2024-03-27 23:54:55.976753 INFO::Fitting model to feature number 464, F488 2024-03-27 23:54:55.980277 INFO::Fitting model to feature number 465, F489 2024-03-27 23:54:55.983911 INFO::Fitting model to feature number 466, F490 2024-03-27 23:54:55.987609 INFO::Fitting model to feature number 467, F491 2024-03-27 23:54:55.991114 INFO::Fitting model to feature number 468, F492 2024-03-27 23:54:55.994681 INFO::Fitting model to feature number 469, F493 2024-03-27 23:54:55.998227 INFO::Fitting model to feature number 470, F494 2024-03-27 23:54:56.001781 INFO::Fitting model to feature number 471, F495 2024-03-27 23:54:56.005264 INFO::Fitting model to feature number 472, F496 2024-03-27 23:54:56.008775 INFO::Fitting model to feature number 473, F497 2024-03-27 23:54:56.012351 INFO::Fitting model to feature number 474, F498 2024-03-27 23:54:56.015913 INFO::Fitting model to feature number 475, F499 2024-03-27 23:54:56.019555 INFO::Fitting model to feature number 476, F500 2024-03-27 23:54:56.023205 INFO::Fitting model to feature number 477, F501 2024-03-27 23:54:56.026761 INFO::Fitting model to feature number 478, F502 2024-03-27 23:54:56.030376 INFO::Fitting model to feature number 479, F503 2024-03-27 23:54:56.034002 INFO::Fitting model to feature number 480, F504 2024-03-27 23:54:56.037654 INFO::Fitting model to feature number 481, F505 2024-03-27 23:54:56.041234 INFO::Fitting model to feature number 482, F506 2024-03-27 23:54:56.044813 INFO::Fitting model to feature number 483, F507 2024-03-27 23:54:56.048399 INFO::Fitting model to feature number 484, F508 2024-03-27 23:54:56.052057 INFO::Fitting model to feature number 485, F509 2024-03-27 23:54:56.055654 INFO::Fitting model to feature number 486, F510 2024-03-27 23:54:56.059213 INFO::Fitting model to feature number 487, F511 2024-03-27 23:54:56.062827 INFO::Fitting model to feature number 488, F512 2024-03-27 23:54:56.066467 INFO::Fitting model to feature number 489, F513 2024-03-27 23:54:56.070147 INFO::Fitting model to feature number 490, F514 2024-03-27 23:54:56.07378 INFO::Fitting model to feature number 491, F515 2024-03-27 23:54:56.077416 INFO::Fitting model to feature number 492, F516 2024-03-27 23:54:56.081005 INFO::Fitting model to feature number 493, F517 2024-03-27 23:54:56.084657 INFO::Fitting model to feature number 494, F518 2024-03-27 23:54:56.088211 INFO::Fitting model to feature number 495, F519 2024-03-27 23:54:56.091893 INFO::Fitting model to feature number 496, F520 2024-03-27 23:54:56.095766 INFO::Fitting model to feature number 497, F521 2024-03-27 23:54:56.099561 INFO::Fitting model to feature number 498, F522 2024-03-27 23:54:56.103375 INFO::Fitting model to feature number 499, F523 2024-03-27 23:54:56.107165 INFO::Fitting model to feature number 500, F524 2024-03-27 23:54:56.110959 INFO::Fitting model to feature number 501, F525 2024-03-27 23:54:56.114858 INFO::Fitting model to feature number 502, F526 2024-03-27 23:54:56.118564 INFO::Fitting model to feature number 503, F527 2024-03-27 23:54:56.122274 INFO::Fitting model to feature number 504, F528 2024-03-27 23:54:56.125979 INFO::Fitting model to feature number 505, F529 2024-03-27 23:54:56.129634 INFO::Fitting model to feature number 506, F530 2024-03-27 23:54:56.133347 INFO::Fitting model to feature number 507, F531 2024-03-27 23:54:56.13693 INFO::Fitting model to feature number 508, F532 2024-03-27 23:54:56.140495 INFO::Fitting model to feature number 509, F533 2024-03-27 23:54:56.14406 INFO::Fitting model to feature number 510, F534 2024-03-27 23:54:56.147641 INFO::Fitting model to feature number 511, F535 2024-03-27 23:54:56.151199 INFO::Fitting model to feature number 512, F536 2024-03-27 23:54:56.154685 INFO::Fitting model to feature number 513, F537 2024-03-27 23:54:56.15822 INFO::Fitting model to feature number 514, F539 2024-03-27 23:54:56.16173 INFO::Fitting model to feature number 515, F540 2024-03-27 23:54:56.165245 INFO::Fitting model to feature number 516, F541 2024-03-27 23:54:56.168866 INFO::Fitting model to feature number 517, F543 2024-03-27 23:54:56.172506 INFO::Fitting model to feature number 518, F544 2024-03-27 23:54:56.176081 INFO::Fitting model to feature number 519, F545 2024-03-27 23:54:56.179666 INFO::Fitting model to feature number 520, F546 2024-03-27 23:54:56.183254 INFO::Fitting model to feature number 521, F547 2024-03-27 23:54:56.186842 INFO::Fitting model to feature number 522, F548 2024-03-27 23:54:56.190409 INFO::Fitting model to feature number 523, F549 2024-03-27 23:54:56.193963 INFO::Fitting model to feature number 524, F550 2024-03-27 23:54:56.197713 INFO::Fitting model to feature number 525, F551 2024-03-27 23:54:56.201468 INFO::Fitting model to feature number 526, F552 2024-03-27 23:54:56.204975 INFO::Fitting model to feature number 527, F553 2024-03-27 23:54:56.208558 INFO::Fitting model to feature number 528, F554 2024-03-27 23:54:56.212136 INFO::Fitting model to feature number 529, F555 2024-03-27 23:54:56.215685 INFO::Fitting model to feature number 530, F556 2024-03-27 23:54:56.21923 INFO::Fitting model to feature number 531, F557 2024-03-27 23:54:56.222979 INFO::Fitting model to feature number 532, F558 2024-03-27 23:54:56.226733 INFO::Fitting model to feature number 533, F559 2024-03-27 23:54:56.230523 INFO::Fitting model to feature number 534, F560 2024-03-27 23:54:56.234326 INFO::Fitting model to feature number 535, F561 2024-03-27 23:54:56.23808 INFO::Fitting model to feature number 536, F562 2024-03-27 23:54:56.241856 INFO::Fitting model to feature number 537, F563 2024-03-27 23:54:56.245566 INFO::Fitting model to feature number 538, F564 2024-03-27 23:54:56.24932 INFO::Fitting model to feature number 539, F566 2024-03-27 23:54:56.253096 INFO::Fitting model to feature number 540, F567 2024-03-27 23:54:56.256804 INFO::Fitting model to feature number 541, F568 2024-03-27 23:54:56.260539 INFO::Fitting model to feature number 542, F569 2024-03-27 23:54:56.264244 INFO::Fitting model to feature number 543, F570 2024-03-27 23:54:56.26792 INFO::Fitting model to feature number 544, F571 2024-03-27 23:54:56.271572 INFO::Fitting model to feature number 545, F572 2024-03-27 23:54:56.275228 INFO::Fitting model to feature number 546, F573 2024-03-27 23:54:56.27889 INFO::Fitting model to feature number 547, F574 2024-03-27 23:54:56.282565 INFO::Fitting model to feature number 548, F575 2024-03-27 23:54:56.286293 INFO::Fitting model to feature number 549, F576 2024-03-27 23:54:56.290148 INFO::Fitting model to feature number 550, F577 2024-03-27 23:54:56.293895 INFO::Fitting model to feature number 551, F578 2024-03-27 23:54:56.297629 INFO::Fitting model to feature number 552, F579 2024-03-27 23:54:56.301277 INFO::Fitting model to feature number 553, F580 2024-03-27 23:54:56.304926 INFO::Fitting model to feature number 554, F581 2024-03-27 23:54:56.308652 INFO::Fitting model to feature number 555, F582 2024-03-27 23:54:56.312431 INFO::Fitting model to feature number 556, F583 2024-03-27 23:54:56.316288 INFO::Fitting model to feature number 557, F584 2024-03-27 23:54:56.320024 INFO::Fitting model to feature number 558, F585 2024-03-27 23:54:56.323593 INFO::Fitting model to feature number 559, F586 2024-03-27 23:54:56.327235 INFO::Fitting model to feature number 560, F587 2024-03-27 23:54:56.330849 INFO::Fitting model to feature number 561, F588 2024-03-27 23:54:56.334491 INFO::Fitting model to feature number 562, F589 2024-03-27 23:54:56.338137 INFO::Fitting model to feature number 563, F590 2024-03-27 23:54:56.341742 INFO::Fitting model to feature number 564, F591 2024-03-27 23:54:56.34534 INFO::Fitting model to feature number 565, F592 2024-03-27 23:54:56.348905 INFO::Fitting model to feature number 566, F593 2024-03-27 23:54:56.352542 INFO::Fitting model to feature number 567, F594 2024-03-27 23:54:56.356087 INFO::Fitting model to feature number 568, F595 2024-03-27 23:54:56.359639 INFO::Fitting model to feature number 569, F596 2024-03-27 23:54:56.363184 INFO::Fitting model to feature number 570, F597 2024-03-27 23:54:56.366698 INFO::Fitting model to feature number 571, F598 2024-03-27 23:54:56.370221 INFO::Fitting model to feature number 572, F599 2024-03-27 23:54:56.373725 INFO::Fitting model to feature number 573, F600 2024-03-27 23:54:56.377249 INFO::Fitting model to feature number 574, F601 2024-03-27 23:54:56.380778 INFO::Fitting model to feature number 575, F602 2024-03-27 23:54:56.384381 INFO::Fitting model to feature number 576, F603 2024-03-27 23:54:56.387891 INFO::Fitting model to feature number 577, F605 2024-03-27 23:54:56.391452 INFO::Fitting model to feature number 578, F606 2024-03-27 23:54:56.395004 INFO::Fitting model to feature number 579, F607 2024-03-27 23:54:56.398563 INFO::Fitting model to feature number 580, F608 2024-03-27 23:54:56.402037 INFO::Fitting model to feature number 581, F609 2024-03-27 23:54:56.405532 INFO::Fitting model to feature number 582, F610 2024-03-27 23:54:56.409071 INFO::Fitting model to feature number 583, F611 2024-03-27 23:54:56.412586 INFO::Fitting model to feature number 584, F612 2024-03-27 23:54:56.441386 INFO::Fitting model to feature number 585, F613 2024-03-27 23:54:56.445831 INFO::Fitting model to feature number 586, F614 2024-03-27 23:54:56.450004 INFO::Fitting model to feature number 587, F615 2024-03-27 23:54:56.454027 INFO::Fitting model to feature number 588, F616 2024-03-27 23:54:56.457966 INFO::Fitting model to feature number 589, F617 2024-03-27 23:54:56.461781 INFO::Fitting model to feature number 590, F618 2024-03-27 23:54:56.465556 INFO::Fitting model to feature number 591, F619 2024-03-27 23:54:56.46936 INFO::Fitting model to feature number 592, F620 2024-03-27 23:54:56.473171 INFO::Fitting model to feature number 593, F621 2024-03-27 23:54:56.476856 INFO::Fitting model to feature number 594, F622 2024-03-27 23:54:56.480592 INFO::Fitting model to feature number 595, F623 2024-03-27 23:54:56.484228 INFO::Fitting model to feature number 596, F624 2024-03-27 23:54:56.487793 INFO::Fitting model to feature number 597, F625 2024-03-27 23:54:56.49134 INFO::Fitting model to feature number 598, F626 2024-03-27 23:54:56.494956 INFO::Fitting model to feature number 599, F627 2024-03-27 23:54:56.4986 INFO::Fitting model to feature number 600, F628 2024-03-27 23:54:56.502209 INFO::Fitting model to feature number 601, F629 2024-03-27 23:54:56.505902 INFO::Fitting model to feature number 602, F630 2024-03-27 23:54:56.509692 INFO::Fitting model to feature number 603, F631 2024-03-27 23:54:56.513507 INFO::Fitting model to feature number 604, F632 2024-03-27 23:54:56.517155 INFO::Fitting model to feature number 605, F633 2024-03-27 23:54:56.520767 INFO::Fitting model to feature number 606, F634 2024-03-27 23:54:56.524368 INFO::Fitting model to feature number 607, F635 2024-03-27 23:54:56.527961 INFO::Fitting model to feature number 608, F636 2024-03-27 23:54:56.531526 INFO::Fitting model to feature number 609, F637 2024-03-27 23:54:56.535024 INFO::Fitting model to feature number 610, F638 2024-03-27 23:54:56.538587 INFO::Fitting model to feature number 611, F639 2024-03-27 23:54:56.542175 INFO::Fitting model to feature number 612, F640 2024-03-27 23:54:56.545759 INFO::Fitting model to feature number 613, F641 2024-03-27 23:54:56.549348 INFO::Fitting model to feature number 614, F642 2024-03-27 23:54:56.552992 INFO::Fitting model to feature number 615, F643 2024-03-27 23:54:56.556612 INFO::Fitting model to feature number 616, F644 2024-03-27 23:54:56.560282 INFO::Fitting model to feature number 617, F645 2024-03-27 23:54:56.563828 INFO::Fitting model to feature number 618, F646 2024-03-27 23:54:56.567399 INFO::Fitting model to feature number 619, F647 2024-03-27 23:54:56.57095 INFO::Fitting model to feature number 620, F648 2024-03-27 23:54:56.574473 INFO::Fitting model to feature number 621, F649 2024-03-27 23:54:56.57801 INFO::Fitting model to feature number 622, F650 2024-03-27 23:54:56.581527 INFO::Fitting model to feature number 623, F651 2024-03-27 23:54:56.585038 INFO::Fitting model to feature number 624, F652 2024-03-27 23:54:56.588605 INFO::Fitting model to feature number 625, F653 2024-03-27 23:54:56.592178 INFO::Fitting model to feature number 626, F654 2024-03-27 23:54:56.595817 INFO::Fitting model to feature number 627, F655 2024-03-27 23:54:56.599411 INFO::Fitting model to feature number 628, F656 2024-03-27 23:54:56.602932 INFO::Fitting model to feature number 629, F657 2024-03-27 23:54:56.606453 INFO::Fitting model to feature number 630, F658 2024-03-27 23:54:56.609914 INFO::Fitting model to feature number 631, F659 2024-03-27 23:54:56.613403 INFO::Fitting model to feature number 632, F660 2024-03-27 23:54:56.616967 INFO::Fitting model to feature number 633, F661 2024-03-27 23:54:56.620487 INFO::Fitting model to feature number 634, F662 2024-03-27 23:54:56.624042 INFO::Fitting model to feature number 635, F663 2024-03-27 23:54:56.627609 INFO::Fitting model to feature number 636, F664 2024-03-27 23:54:56.631194 INFO::Fitting model to feature number 637, F665 2024-03-27 23:54:56.634764 INFO::Fitting model to feature number 638, F666 2024-03-27 23:54:56.638459 INFO::Fitting model to feature number 639, F667 2024-03-27 23:54:56.642036 INFO::Fitting model to feature number 640, F668 2024-03-27 23:54:56.645632 INFO::Fitting model to feature number 641, F669 2024-03-27 23:54:56.649209 INFO::Fitting model to feature number 642, F670 2024-03-27 23:54:56.652819 INFO::Fitting model to feature number 643, F671 2024-03-27 23:54:56.656377 INFO::Fitting model to feature number 644, F672 2024-03-27 23:54:56.659947 INFO::Fitting model to feature number 645, F673 2024-03-27 23:54:56.663501 INFO::Fitting model to feature number 646, F674 2024-03-27 23:54:56.666998 INFO::Fitting model to feature number 647, F675 2024-03-27 23:54:56.670478 INFO::Fitting model to feature number 648, F676 2024-03-27 23:54:56.674036 INFO::Fitting model to feature number 649, F677 2024-03-27 23:54:56.677613 INFO::Fitting model to feature number 650, F678 2024-03-27 23:54:56.681181 INFO::Fitting model to feature number 651, F679 2024-03-27 23:54:56.684668 INFO::Fitting model to feature number 652, F680 2024-03-27 23:54:56.688135 INFO::Fitting model to feature number 653, F681 2024-03-27 23:54:56.69166 INFO::Fitting model to feature number 654, F682 2024-03-27 23:54:56.695267 INFO::Fitting model to feature number 655, F683 2024-03-27 23:54:56.698829 INFO::Fitting model to feature number 656, F684 2024-03-27 23:54:56.702427 INFO::Fitting model to feature number 657, F685 2024-03-27 23:54:56.706033 INFO::Fitting model to feature number 658, F686 2024-03-27 23:54:56.709803 INFO::Fitting model to feature number 659, F687 2024-03-27 23:54:56.713552 INFO::Fitting model to feature number 660, F688 2024-03-27 23:54:56.717266 INFO::Fitting model to feature number 661, F689 2024-03-27 23:54:56.720993 INFO::Fitting model to feature number 662, F690 2024-03-27 23:54:56.724598 INFO::Fitting model to feature number 663, F691 2024-03-27 23:54:56.728207 INFO::Fitting model to feature number 664, F692 2024-03-27 23:54:56.731851 INFO::Fitting model to feature number 665, F693 2024-03-27 23:54:56.735462 INFO::Fitting model to feature number 666, F694 2024-03-27 23:54:56.739021 INFO::Fitting model to feature number 667, F695 2024-03-27 23:54:56.742492 INFO::Fitting model to feature number 668, F696 2024-03-27 23:54:56.746019 INFO::Fitting model to feature number 669, F697 2024-03-27 23:54:56.749583 INFO::Fitting model to feature number 670, F698 2024-03-27 23:54:56.753088 INFO::Fitting model to feature number 671, F699 2024-03-27 23:54:56.756662 INFO::Fitting model to feature number 672, F700 2024-03-27 23:54:56.760218 INFO::Fitting model to feature number 673, F701 2024-03-27 23:54:56.763686 INFO::Fitting model to feature number 674, F702 2024-03-27 23:54:56.767181 INFO::Fitting model to feature number 675, F704 2024-03-27 23:54:56.770703 INFO::Fitting model to feature number 676, F705 2024-03-27 23:54:56.774203 INFO::Fitting model to feature number 677, F706 2024-03-27 23:54:56.777688 INFO::Fitting model to feature number 678, F707 2024-03-27 23:54:56.781266 INFO::Fitting model to feature number 679, F708 2024-03-27 23:54:56.784845 INFO::Fitting model to feature number 680, F709 2024-03-27 23:54:56.788424 INFO::Fitting model to feature number 681, F710 2024-03-27 23:54:56.791883 INFO::Fitting model to feature number 682, F711 2024-03-27 23:54:56.79531 INFO::Fitting model to feature number 683, F712 2024-03-27 23:54:56.798784 INFO::Fitting model to feature number 684, F713 2024-03-27 23:54:56.802272 INFO::Fitting model to feature number 685, F714 2024-03-27 23:54:56.805732 INFO::Fitting model to feature number 686, F715 2024-03-27 23:54:56.809196 INFO::Fitting model to feature number 687, F716 2024-03-27 23:54:56.812631 INFO::Fitting model to feature number 688, F717 2024-03-27 23:54:56.816084 INFO::Fitting model to feature number 689, F718 2024-03-27 23:54:56.819668 INFO::Fitting model to feature number 690, F719 2024-03-27 23:54:56.823274 INFO::Fitting model to feature number 691, F720 2024-03-27 23:54:56.826966 INFO::Fitting model to feature number 692, F721 2024-03-27 23:54:56.830595 INFO::Fitting model to feature number 693, F722 2024-03-27 23:54:56.834101 INFO::Fitting model to feature number 694, F723 2024-03-27 23:54:56.83771 INFO::Fitting model to feature number 695, F724 2024-03-27 23:54:56.841278 INFO::Fitting model to feature number 696, F725 2024-03-27 23:54:56.844902 INFO::Fitting model to feature number 697, F726 2024-03-27 23:54:56.848512 INFO::Fitting model to feature number 698, F727 2024-03-27 23:54:56.852131 INFO::Fitting model to feature number 699, F728 2024-03-27 23:54:56.855696 INFO::Fitting model to feature number 700, F729 2024-03-27 23:54:56.85927 INFO::Fitting model to feature number 701, F730 2024-03-27 23:54:56.862829 INFO::Fitting model to feature number 702, F731 2024-03-27 23:54:56.866393 INFO::Fitting model to feature number 703, F732 2024-03-27 23:54:56.869992 INFO::Fitting model to feature number 704, F733 2024-03-27 23:54:56.87364 INFO::Fitting model to feature number 705, F734 2024-03-27 23:54:56.877208 INFO::Fitting model to feature number 706, F735 2024-03-27 23:54:56.880708 INFO::Fitting model to feature number 707, F736 2024-03-27 23:54:56.884173 INFO::Fitting model to feature number 708, F737 2024-03-27 23:54:56.887737 INFO::Fitting model to feature number 709, F739 2024-03-27 23:54:56.891159 INFO::Fitting model to feature number 710, F740 2024-03-27 23:54:56.894648 INFO::Fitting model to feature number 711, F741 2024-03-27 23:54:56.898171 INFO::Fitting model to feature number 712, F742 2024-03-27 23:54:56.901658 INFO::Fitting model to feature number 713, F743 2024-03-27 23:54:56.905206 INFO::Fitting model to feature number 714, F744 2024-03-27 23:54:56.908674 INFO::Fitting model to feature number 715, F745 2024-03-27 23:54:56.912284 INFO::Fitting model to feature number 716, F746 2024-03-27 23:54:56.916078 INFO::Fitting model to feature number 717, F747 2024-03-27 23:54:56.919755 INFO::Fitting model to feature number 718, F748 2024-03-27 23:54:56.923491 INFO::Fitting model to feature number 719, F749 2024-03-27 23:54:56.927128 INFO::Fitting model to feature number 720, F750 2024-03-27 23:54:56.930736 INFO::Fitting model to feature number 721, F751 2024-03-27 23:54:56.93426 INFO::Fitting model to feature number 722, F752 2024-03-27 23:54:56.937779 INFO::Fitting model to feature number 723, F753 2024-03-27 23:54:56.941299 INFO::Fitting model to feature number 724, F754 2024-03-27 23:54:56.944776 INFO::Fitting model to feature number 725, F755 2024-03-27 23:54:56.948323 INFO::Fitting model to feature number 726, F756 2024-03-27 23:54:56.951991 INFO::Fitting model to feature number 727, F757 2024-03-27 23:54:56.955618 INFO::Fitting model to feature number 728, F758 2024-03-27 23:54:56.959223 INFO::Fitting model to feature number 729, F759 2024-03-27 23:54:56.962857 INFO::Fitting model to feature number 730, F760 2024-03-27 23:54:56.966515 INFO::Fitting model to feature number 731, F761 2024-03-27 23:54:56.970173 INFO::Fitting model to feature number 732, F762 2024-03-27 23:54:56.97382 INFO::Fitting model to feature number 733, F763 2024-03-27 23:54:56.97747 INFO::Fitting model to feature number 734, F764 2024-03-27 23:54:56.981132 INFO::Fitting model to feature number 735, F765 2024-03-27 23:54:56.984797 INFO::Fitting model to feature number 736, F766 2024-03-27 23:54:56.988633 INFO::Fitting model to feature number 737, F767 2024-03-27 23:54:56.992306 INFO::Fitting model to feature number 738, F768 2024-03-27 23:54:56.99607 INFO::Fitting model to feature number 739, F769 2024-03-27 23:54:56.999744 INFO::Fitting model to feature number 740, F770 2024-03-27 23:54:57.003381 INFO::Fitting model to feature number 741, F771 2024-03-27 23:54:57.00711 INFO::Fitting model to feature number 742, F772 2024-03-27 23:54:57.010905 INFO::Fitting model to feature number 743, F773 2024-03-27 23:54:57.014688 INFO::Fitting model to feature number 744, F774 2024-03-27 23:54:57.018277 INFO::Fitting model to feature number 745, F775 2024-03-27 23:54:57.02186 INFO::Fitting model to feature number 746, F776 2024-03-27 23:54:57.02547 INFO::Fitting model to feature number 747, F777 2024-03-27 23:54:57.02911 INFO::Fitting model to feature number 748, F778 2024-03-27 23:54:57.032749 INFO::Fitting model to feature number 749, F779 2024-03-27 23:54:57.036386 INFO::Fitting model to feature number 750, F780 2024-03-27 23:54:57.040018 INFO::Fitting model to feature number 751, F781 2024-03-27 23:54:57.043683 INFO::Fitting model to feature number 752, F782 2024-03-27 23:54:57.047246 INFO::Fitting model to feature number 753, F783 2024-03-27 23:54:57.050893 INFO::Fitting model to feature number 754, F784 2024-03-27 23:54:57.054471 INFO::Fitting model to feature number 755, F785 2024-03-27 23:54:57.05808 INFO::Fitting model to feature number 756, F786 2024-03-27 23:54:57.061698 INFO::Fitting model to feature number 757, F787 2024-03-27 23:54:57.065286 INFO::Fitting model to feature number 758, F788 2024-03-27 23:54:57.068876 INFO::Fitting model to feature number 759, F789 2024-03-27 23:54:57.07244 INFO::Fitting model to feature number 760, F790 2024-03-27 23:54:57.076138 INFO::Fitting model to feature number 761, F791 2024-03-27 23:54:57.079819 INFO::Fitting model to feature number 762, F792 2024-03-27 23:54:57.083524 INFO::Fitting model to feature number 763, F793 2024-03-27 23:54:57.087144 INFO::Fitting model to feature number 764, F794 2024-03-27 23:54:57.090844 INFO::Fitting model to feature number 765, F795 2024-03-27 23:54:57.094555 INFO::Fitting model to feature number 766, F796 2024-03-27 23:54:57.098175 INFO::Fitting model to feature number 767, F797 2024-03-27 23:54:57.10182 INFO::Fitting model to feature number 768, F798 2024-03-27 23:54:57.105539 INFO::Fitting model to feature number 769, F799 2024-03-27 23:54:57.109343 INFO::Fitting model to feature number 770, F800 2024-03-27 23:54:57.113125 INFO::Fitting model to feature number 771, F801 2024-03-27 23:54:57.116933 INFO::Fitting model to feature number 772, F802 2024-03-27 23:54:57.120813 INFO::Fitting model to feature number 773, F803 2024-03-27 23:54:57.124631 INFO::Fitting model to feature number 774, F804 2024-03-27 23:54:57.12844 INFO::Fitting model to feature number 775, F805 2024-03-27 23:54:57.132138 INFO::Fitting model to feature number 776, F806 2024-03-27 23:54:57.13587 INFO::Fitting model to feature number 777, F808 2024-03-27 23:54:57.13958 INFO::Fitting model to feature number 778, F809 2024-03-27 23:54:57.14341 INFO::Fitting model to feature number 779, F810 2024-03-27 23:54:57.147117 INFO::Fitting model to feature number 780, F811 2024-03-27 23:54:57.150952 INFO::Fitting model to feature number 781, F812 2024-03-27 23:54:57.154731 INFO::Fitting model to feature number 782, F813 2024-03-27 23:54:57.158513 INFO::Fitting model to feature number 783, F814 2024-03-27 23:54:57.162275 INFO::Fitting model to feature number 784, F815 2024-03-27 23:54:57.16588 INFO::Fitting model to feature number 785, F816 2024-03-27 23:54:57.169618 INFO::Fitting model to feature number 786, F817 2024-03-27 23:54:57.173357 INFO::Fitting model to feature number 787, F818 2024-03-27 23:54:57.176946 INFO::Fitting model to feature number 788, F819 2024-03-27 23:54:57.180489 INFO::Fitting model to feature number 789, F820 2024-03-27 23:54:57.184014 INFO::Fitting model to feature number 790, F821 2024-03-27 23:54:57.187606 INFO::Fitting model to feature number 791, F822 2024-03-27 23:54:57.191184 INFO::Fitting model to feature number 792, F823 2024-03-27 23:54:57.194818 INFO::Fitting model to feature number 793, F824 2024-03-27 23:54:57.19845 INFO::Fitting model to feature number 794, F825 2024-03-27 23:54:57.202183 INFO::Fitting model to feature number 795, F826 2024-03-27 23:54:57.20584 INFO::Fitting model to feature number 796, F827 2024-03-27 23:54:57.209445 INFO::Fitting model to feature number 797, F828 2024-03-27 23:54:57.213001 INFO::Fitting model to feature number 798, F829 2024-03-27 23:54:57.216621 INFO::Fitting model to feature number 799, F830 2024-03-27 23:54:57.220217 INFO::Fitting model to feature number 800, F831 2024-03-27 23:54:57.223845 INFO::Fitting model to feature number 801, F832 2024-03-27 23:54:57.227509 INFO::Fitting model to feature number 802, F833 2024-03-27 23:54:57.231052 INFO::Fitting model to feature number 803, F834 2024-03-27 23:54:57.234596 INFO::Fitting model to feature number 804, F835 2024-03-27 23:54:57.238158 INFO::Fitting model to feature number 805, F836 2024-03-27 23:54:57.241691 INFO::Fitting model to feature number 806, F837 2024-03-27 23:54:57.245221 INFO::Fitting model to feature number 807, F838 2024-03-27 23:54:57.248759 INFO::Fitting model to feature number 808, F839 2024-03-27 23:54:57.252333 INFO::Fitting model to feature number 809, F840 2024-03-27 23:54:57.25589 INFO::Fitting model to feature number 810, F841 2024-03-27 23:54:57.259367 INFO::Fitting model to feature number 811, F842 2024-03-27 23:54:57.26292 INFO::Fitting model to feature number 812, F843 2024-03-27 23:54:57.266454 INFO::Fitting model to feature number 813, F844 2024-03-27 23:54:57.269954 INFO::Fitting model to feature number 814, F845 2024-03-27 23:54:57.27348 INFO::Fitting model to feature number 815, F846 2024-03-27 23:54:57.277002 INFO::Fitting model to feature number 816, F847 2024-03-27 23:54:57.280526 INFO::Fitting model to feature number 817, F848 2024-03-27 23:54:57.28408 INFO::Fitting model to feature number 818, F849 2024-03-27 23:54:57.287652 INFO::Fitting model to feature number 819, F850 2024-03-27 23:54:57.291208 INFO::Fitting model to feature number 820, F851 2024-03-27 23:54:57.294793 INFO::Fitting model to feature number 821, F852 2024-03-27 23:54:57.298396 INFO::Fitting model to feature number 822, F853 2024-03-27 23:54:57.301978 INFO::Fitting model to feature number 823, F854 2024-03-27 23:54:57.305588 INFO::Fitting model to feature number 824, F855 2024-03-27 23:54:57.309203 INFO::Fitting model to feature number 825, F856 2024-03-27 23:54:57.312785 INFO::Fitting model to feature number 826, F857 2024-03-27 23:54:57.316358 INFO::Fitting model to feature number 827, F858 2024-03-27 23:54:57.319912 INFO::Fitting model to feature number 828, F859 2024-03-27 23:54:57.323492 INFO::Fitting model to feature number 829, F860 2024-03-27 23:54:57.327111 INFO::Fitting model to feature number 830, F861 2024-03-27 23:54:57.330689 INFO::Fitting model to feature number 831, F862 2024-03-27 23:54:57.334293 INFO::Fitting model to feature number 832, F863 2024-03-27 23:54:57.337951 INFO::Fitting model to feature number 833, F864 2024-03-27 23:54:57.341761 INFO::Fitting model to feature number 834, F865 2024-03-27 23:54:57.345673 INFO::Fitting model to feature number 835, F866 2024-03-27 23:54:57.349524 INFO::Fitting model to feature number 836, F867 2024-03-27 23:54:57.353375 INFO::Fitting model to feature number 837, F868 2024-03-27 23:54:57.357074 INFO::Fitting model to feature number 838, F869 2024-03-27 23:54:57.360843 INFO::Fitting model to feature number 839, F870 2024-03-27 23:54:57.364537 INFO::Fitting model to feature number 840, F871 2024-03-27 23:54:57.368174 INFO::Fitting model to feature number 841, F872 2024-03-27 23:54:57.371881 INFO::Fitting model to feature number 842, F873 2024-03-27 23:54:57.375638 INFO::Fitting model to feature number 843, F874 2024-03-27 23:54:57.379321 INFO::Fitting model to feature number 844, F875 2024-03-27 23:54:57.383125 INFO::Fitting model to feature number 845, F876 2024-03-27 23:54:57.386802 INFO::Fitting model to feature number 846, F877 2024-03-27 23:54:57.390567 INFO::Fitting model to feature number 847, F878 2024-03-27 23:54:57.394308 INFO::Fitting model to feature number 848, F879 2024-03-27 23:54:57.39805 INFO::Fitting model to feature number 849, F880 2024-03-27 23:54:57.401798 INFO::Fitting model to feature number 850, F881 2024-03-27 23:54:57.405473 INFO::Fitting model to feature number 851, F882 2024-03-27 23:54:57.40914 INFO::Fitting model to feature number 852, F883 2024-03-27 23:54:57.413059 INFO::Fitting model to feature number 853, F884 2024-03-27 23:54:57.416876 INFO::Fitting model to feature number 854, F885 2024-03-27 23:54:57.420561 INFO::Fitting model to feature number 855, F886 2024-03-27 23:54:57.424274 INFO::Fitting model to feature number 856, F887 2024-03-27 23:54:57.427991 INFO::Fitting model to feature number 857, F888 2024-03-27 23:54:57.431691 INFO::Fitting model to feature number 858, F889 2024-03-27 23:54:57.435402 INFO::Fitting model to feature number 859, F890 2024-03-27 23:54:57.43907 INFO::Fitting model to feature number 860, F891 2024-03-27 23:54:57.442772 INFO::Fitting model to feature number 861, F892 2024-03-27 23:54:57.446435 INFO::Fitting model to feature number 862, F893 2024-03-27 23:54:57.45018 INFO::Fitting model to feature number 863, F894 2024-03-27 23:54:57.477223 INFO::Fitting model to feature number 864, F895 2024-03-27 23:54:57.484132 INFO::Fitting model to feature number 865, F896 2024-03-27 23:54:57.488508 INFO::Fitting model to feature number 866, F897 2024-03-27 23:54:57.492637 INFO::Fitting model to feature number 867, F898 2024-03-27 23:54:57.496756 INFO::Fitting model to feature number 868, F899 2024-03-27 23:54:57.500692 INFO::Fitting model to feature number 869, F900 2024-03-27 23:54:57.650441 INFO::Counting total values for each feature 2024-03-27 23:54:57.775729 INFO::Writing filtered data to file maaslin2_output/features/filtered_data.tsv 2024-03-27 23:54:57.922424 INFO::Writing filtered, normalized data to file maaslin2_output/features/filtered_data_norm.tsv 2024-03-27 23:54:58.067641 INFO::Writing filtered, normalized, transformed data to file maaslin2_output/features/filtered_data_norm_transformed.tsv 2024-03-27 23:54:58.213378 WARNING::Deleting existing residuals file: maaslin2_output/fits/residuals.rds 2024-03-27 23:54:58.215441 INFO::Writing residuals to file maaslin2_output/fits/residuals.rds 2024-03-27 23:54:58.262862 WARNING::Deleting existing fitted file: maaslin2_output/fits/fitted.rds 2024-03-27 23:54:58.264595 INFO::Writing fitted values to file maaslin2_output/fits/fitted.rds 2024-03-27 23:54:58.305007 INFO::Writing all results to file (ordered by increasing q-values): maaslin2_output/all_results.tsv 2024-03-27 23:54:58.326797 INFO::Writing the significant results (those which are less than or equal to the threshold of 0.250000 ) to file (ordered by increasing q-values): maaslin2_output/significant_results.tsv ..cutHeight not given, setting it to 0.99 ===> 99% of the (truncated) height range in dendro. ..done. ..cutHeight not given, setting it to 0.99 ===> 99% of the (truncated) height range in dendro. ..done. ..cutHeight not given, setting it to 0.99 ===> 99% of the (truncated) height range in dendro. ..done. [1] "Warning: Deleting existing log file: maaslin2_output/maaslin2.log" 2024-03-27 23:57:50.960186 INFO::Writing function arguments to log file 2024-03-27 23:57:50.966034 INFO::Verifying options selected are valid 2024-03-27 23:57:50.967059 INFO::Determining format of input files 2024-03-27 23:57:50.968093 INFO::Input format is data samples as columns and metadata samples as rows 2024-03-27 23:57:50.986249 INFO::Formula for fixed effects: expr ~ diagnosis + age + antibiotics 2024-03-27 23:57:50.987997 INFO::Filter data based on min abundance and min prevalence 2024-03-27 23:57:50.988918 INFO::Total samples in data: 102 2024-03-27 23:57:50.989763 INFO::Min samples required with min abundance for a feature not to be filtered: 0.000000 2024-03-27 23:57:51.00247 INFO::Total filtered features: 0 2024-03-27 23:57:51.003783 INFO::Filtered feature names from abundance and prevalence filtering: 2024-03-27 23:57:51.025101 INFO::Total filtered features with variance filtering: 0 2024-03-27 23:57:51.02649 INFO::Filtered feature names from variance filtering: 2024-03-27 23:57:51.027386 INFO::Running selected normalization method: NONE 2024-03-27 23:57:51.028193 INFO::Applying z-score to standardize continuous metadata 2024-03-27 23:57:51.034241 INFO::Running selected transform method: NONE 2024-03-27 23:57:51.035177 INFO::Running selected analysis method: LM 2024-03-27 23:57:51.036157 INFO::Fitting model to feature number 1, F1 2024-03-27 23:57:51.040678 INFO::Fitting model to feature number 2, F2 2024-03-27 23:57:51.044777 INFO::Fitting model to feature number 3, F3 2024-03-27 23:57:51.048793 INFO::Fitting model to feature number 4, F4 2024-03-27 23:57:51.052681 INFO::Fitting model to feature number 5, F5 2024-03-27 23:57:51.056763 INFO::Fitting model to feature number 6, F6 2024-03-27 23:57:51.060873 INFO::Fitting model to feature number 7, F7 2024-03-27 23:57:51.065045 INFO::Fitting model to feature number 8, F8 2024-03-27 23:57:51.069241 INFO::Fitting model to feature number 9, F9 2024-03-27 23:57:51.073388 INFO::Fitting model to feature number 10, F10 2024-03-27 23:57:51.077616 INFO::Fitting model to feature number 11, F11 2024-03-27 23:57:51.08185 INFO::Fitting model to feature number 12, F12 2024-03-27 23:57:51.086164 INFO::Fitting model to feature number 13, F13 2024-03-27 23:57:51.090402 INFO::Fitting model to feature number 14, F14 2024-03-27 23:57:51.094699 INFO::Fitting model to feature number 15, F15 2024-03-27 23:57:51.099596 INFO::Fitting model to feature number 16, F16 2024-03-27 23:57:51.103852 INFO::Fitting model to feature number 17, F17 2024-03-27 23:57:51.108198 INFO::Fitting model to feature number 18, F18 2024-03-27 23:57:51.112489 INFO::Fitting model to feature number 19, F19 2024-03-27 23:57:51.116838 INFO::Fitting model to feature number 20, F20 2024-03-27 23:57:51.121115 INFO::Fitting model to feature number 21, F21 2024-03-27 23:57:51.125287 INFO::Fitting model to feature number 22, F22 2024-03-27 23:57:51.1295 INFO::Fitting model to feature number 23, F23 2024-03-27 23:57:51.133609 INFO::Fitting model to feature number 24, F24 2024-03-27 23:57:51.137906 INFO::Fitting model to feature number 25, F25 2024-03-27 23:57:51.142248 INFO::Fitting model to feature number 26, F26 2024-03-27 23:57:51.146631 INFO::Fitting model to feature number 27, F27 2024-03-27 23:57:51.150907 INFO::Fitting model to feature number 28, F28 2024-03-27 23:57:51.155056 INFO::Fitting model to feature number 29, F29 2024-03-27 23:57:51.159181 INFO::Fitting model to feature number 30, F30 2024-03-27 23:57:51.163307 INFO::Fitting model to feature number 31, F31 2024-03-27 23:57:51.167473 INFO::Fitting model to feature number 32, F32 2024-03-27 23:57:51.171626 INFO::Fitting model to feature number 33, F33 2024-03-27 23:57:51.175698 INFO::Fitting model to feature number 34, F34 2024-03-27 23:57:51.179713 INFO::Fitting model to feature number 35, F35 2024-03-27 23:57:51.183773 INFO::Fitting model to feature number 36, F36 2024-03-27 23:57:51.187974 INFO::Fitting model to feature number 37, F37 2024-03-27 23:57:51.192205 INFO::Fitting model to feature number 38, F38 2024-03-27 23:57:51.196454 INFO::Fitting model to feature number 39, F39 2024-03-27 23:57:51.200767 INFO::Fitting model to feature number 40, F40 2024-03-27 23:57:51.205028 INFO::Fitting model to feature number 41, F41 2024-03-27 23:57:51.209161 INFO::Fitting model to feature number 42, F43 2024-03-27 23:57:51.213537 INFO::Fitting model to feature number 43, F44 2024-03-27 23:57:51.217973 INFO::Fitting model to feature number 44, F45 2024-03-27 23:57:51.222304 INFO::Fitting model to feature number 45, F46 2024-03-27 23:57:51.226484 INFO::Fitting model to feature number 46, F47 2024-03-27 23:57:51.23078 INFO::Fitting model to feature number 47, F48 2024-03-27 23:57:51.234864 INFO::Fitting model to feature number 48, F49 2024-03-27 23:57:51.239015 INFO::Fitting model to feature number 49, F50 2024-03-27 23:57:51.243072 INFO::Fitting model to feature number 50, F51 2024-03-27 23:57:51.247219 INFO::Fitting model to feature number 51, F52 2024-03-27 23:57:51.251447 INFO::Fitting model to feature number 52, F53 2024-03-27 23:57:51.255583 INFO::Fitting model to feature number 53, F54 2024-03-27 23:57:51.259805 INFO::Fitting model to feature number 54, F55 2024-03-27 23:57:51.263954 INFO::Fitting model to feature number 55, F56 2024-03-27 23:57:51.26815 INFO::Fitting model to feature number 56, F57 2024-03-27 23:57:51.2724 INFO::Fitting model to feature number 57, F58 2024-03-27 23:57:51.276581 INFO::Fitting model to feature number 58, F59 2024-03-27 23:57:51.280534 INFO::Fitting model to feature number 59, F60 2024-03-27 23:57:51.284547 INFO::Fitting model to feature number 60, F63 2024-03-27 23:57:51.2886 INFO::Fitting model to feature number 61, F64 2024-03-27 23:57:51.292701 INFO::Fitting model to feature number 62, F65 2024-03-27 23:57:51.296824 INFO::Fitting model to feature number 63, F66 2024-03-27 23:57:51.300896 INFO::Fitting model to feature number 64, F67 2024-03-27 23:57:51.304958 INFO::Fitting model to feature number 65, F68 2024-03-27 23:57:51.308979 INFO::Fitting model to feature number 66, F69 2024-03-27 23:57:51.31295 INFO::Fitting model to feature number 67, F70 2024-03-27 23:57:51.316988 INFO::Fitting model to feature number 68, F71 2024-03-27 23:57:51.320989 INFO::Fitting model to feature number 69, F72 2024-03-27 23:57:51.325051 INFO::Fitting model to feature number 70, F73 2024-03-27 23:57:51.329269 INFO::Fitting model to feature number 71, F74 2024-03-27 23:57:51.333467 INFO::Fitting model to feature number 72, F76 2024-03-27 23:57:51.337591 INFO::Fitting model to feature number 73, F77 2024-03-27 23:57:51.341776 INFO::Fitting model to feature number 74, F78 2024-03-27 23:57:51.345953 INFO::Fitting model to feature number 75, F79 2024-03-27 23:57:51.349958 INFO::Fitting model to feature number 76, F80 2024-03-27 23:57:51.35393 INFO::Fitting model to feature number 77, F81 2024-03-27 23:57:51.357895 INFO::Fitting model to feature number 78, F82 2024-03-27 23:57:51.361966 INFO::Fitting model to feature number 79, F83 2024-03-27 23:57:51.365999 INFO::Fitting model to feature number 80, F84 2024-03-27 23:57:51.369995 INFO::Fitting model to feature number 81, F85 2024-03-27 23:57:51.374048 INFO::Fitting model to feature number 82, F86 2024-03-27 23:57:51.378183 INFO::Fitting model to feature number 83, F87 2024-03-27 23:57:51.382383 INFO::Fitting model to feature number 84, F88 2024-03-27 23:57:51.386615 INFO::Fitting model to feature number 85, F89 2024-03-27 23:57:51.390784 INFO::Fitting model to feature number 86, F90 2024-03-27 23:57:51.394995 INFO::Fitting model to feature number 87, F91 2024-03-27 23:57:51.399155 INFO::Fitting model to feature number 88, F92 2024-03-27 23:57:51.403389 INFO::Fitting model to feature number 89, F93 2024-03-27 23:57:51.407556 INFO::Fitting model to feature number 90, F94 2024-03-27 23:57:51.411698 INFO::Fitting model to feature number 91, F95 2024-03-27 23:57:51.415859 INFO::Fitting model to feature number 92, F96 2024-03-27 23:57:51.420121 INFO::Fitting model to feature number 93, F97 2024-03-27 23:57:51.42445 INFO::Fitting model to feature number 94, F98 2024-03-27 23:57:51.42874 INFO::Fitting model to feature number 95, F99 2024-03-27 23:57:51.432951 INFO::Fitting model to feature number 96, F100 2024-03-27 23:57:51.43718 INFO::Fitting model to feature number 97, F101 2024-03-27 23:57:51.441444 INFO::Fitting model to feature number 98, F102 2024-03-27 23:57:51.445619 INFO::Fitting model to feature number 99, F103 2024-03-27 23:57:51.449735 INFO::Fitting model to feature number 100, F104 2024-03-27 23:57:51.453786 INFO::Fitting model to feature number 101, F105 2024-03-27 23:57:51.457694 INFO::Fitting model to feature number 102, F106 2024-03-27 23:57:51.461722 INFO::Fitting model to feature number 103, F107 2024-03-27 23:57:51.465719 INFO::Fitting model to feature number 104, F108 2024-03-27 23:57:51.46975 INFO::Fitting model to feature number 105, F109 2024-03-27 23:57:51.473792 INFO::Fitting model to feature number 106, F110 2024-03-27 23:57:51.477819 INFO::Fitting model to feature number 107, F111 2024-03-27 23:57:51.481905 INFO::Fitting model to feature number 108, F112 2024-03-27 23:57:51.485869 INFO::Fitting model to feature number 109, F113 2024-03-27 23:57:51.489678 INFO::Fitting model to feature number 110, F114 2024-03-27 23:57:51.493513 INFO::Fitting model to feature number 111, F115 2024-03-27 23:57:51.497433 INFO::Fitting model to feature number 112, F117 2024-03-27 23:57:51.501417 INFO::Fitting model to feature number 113, F118 2024-03-27 23:57:51.505389 INFO::Fitting model to feature number 114, F119 2024-03-27 23:57:51.509449 INFO::Fitting model to feature number 115, F120 2024-03-27 23:57:51.513432 INFO::Fitting model to feature number 116, F121 2024-03-27 23:57:51.51741 INFO::Fitting model to feature number 117, F122 2024-03-27 23:57:51.521312 INFO::Fitting model to feature number 118, F123 2024-03-27 23:57:51.525262 INFO::Fitting model to feature number 119, F124 2024-03-27 23:57:51.529153 INFO::Fitting model to feature number 120, F125 2024-03-27 23:57:51.533115 INFO::Fitting model to feature number 121, F126 2024-03-27 23:57:51.536976 INFO::Fitting model to feature number 122, F127 2024-03-27 23:57:51.540977 INFO::Fitting model to feature number 123, F128 2024-03-27 23:57:51.544951 INFO::Fitting model to feature number 124, F129 2024-03-27 23:57:51.549597 INFO::Fitting model to feature number 125, F130 2024-03-27 23:57:51.553624 INFO::Fitting model to feature number 126, F131 2024-03-27 23:57:51.557493 INFO::Fitting model to feature number 127, F132 2024-03-27 23:57:51.561343 INFO::Fitting model to feature number 128, F133 2024-03-27 23:57:51.565104 INFO::Fitting model to feature number 129, F134 2024-03-27 23:57:51.568904 INFO::Fitting model to feature number 130, F135 2024-03-27 23:57:51.572702 INFO::Fitting model to feature number 131, F136 2024-03-27 23:57:51.57652 INFO::Fitting model to feature number 132, F137 2024-03-27 23:57:51.580239 INFO::Fitting model to feature number 133, F138 2024-03-27 23:57:51.584027 INFO::Fitting model to feature number 134, F139 2024-03-27 23:57:51.587743 INFO::Fitting model to feature number 135, F140 2024-03-27 23:57:51.591573 INFO::Fitting model to feature number 136, F141 2024-03-27 23:57:51.59535 INFO::Fitting model to feature number 137, F142 2024-03-27 23:57:51.599078 INFO::Fitting model to feature number 138, F143 2024-03-27 23:57:51.602858 INFO::Fitting model to feature number 139, F144 2024-03-27 23:57:51.606749 INFO::Fitting model to feature number 140, F145 2024-03-27 23:57:51.610665 INFO::Fitting model to feature number 141, F146 2024-03-27 23:57:51.614433 INFO::Fitting model to feature number 142, F147 2024-03-27 23:57:51.618183 INFO::Fitting model to feature number 143, F148 2024-03-27 23:57:51.622034 INFO::Fitting model to feature number 144, F149 2024-03-27 23:57:51.625842 INFO::Fitting model to feature number 145, F150 2024-03-27 23:57:51.629652 INFO::Fitting model to feature number 146, F152 2024-03-27 23:57:51.633517 INFO::Fitting model to feature number 147, F153 2024-03-27 23:57:51.637368 INFO::Fitting model to feature number 148, F154 2024-03-27 23:57:51.64111 INFO::Fitting model to feature number 149, F155 2024-03-27 23:57:51.644973 INFO::Fitting model to feature number 150, F156 2024-03-27 23:57:51.648779 INFO::Fitting model to feature number 151, F157 2024-03-27 23:57:51.652594 INFO::Fitting model to feature number 152, F158 2024-03-27 23:57:51.656347 INFO::Fitting model to feature number 153, F159 2024-03-27 23:57:51.660152 INFO::Fitting model to feature number 154, F160 2024-03-27 23:57:51.663958 INFO::Fitting model to feature number 155, F161 2024-03-27 23:57:51.667907 INFO::Fitting model to feature number 156, F162 2024-03-27 23:57:51.67195 INFO::Fitting model to feature number 157, F163 2024-03-27 23:57:51.675991 INFO::Fitting model to feature number 158, F164 2024-03-27 23:57:51.680119 INFO::Fitting model to feature number 159, F165 2024-03-27 23:57:51.705586 INFO::Fitting model to feature number 160, F166 2024-03-27 23:57:51.710135 INFO::Fitting model to feature number 161, F167 2024-03-27 23:57:51.714713 INFO::Fitting model to feature number 162, F168 2024-03-27 23:57:51.719282 INFO::Fitting model to feature number 163, F169 2024-03-27 23:57:51.72374 INFO::Fitting model to feature number 164, F170 2024-03-27 23:57:51.728011 INFO::Fitting model to feature number 165, F171 2024-03-27 23:57:51.732304 INFO::Fitting model to feature number 166, F172 2024-03-27 23:57:51.736638 INFO::Fitting model to feature number 167, F173 2024-03-27 23:57:51.740791 INFO::Fitting model to feature number 168, F174 2024-03-27 23:57:51.744993 INFO::Fitting model to feature number 169, F175 2024-03-27 23:57:51.749112 INFO::Fitting model to feature number 170, F176 2024-03-27 23:57:51.753161 INFO::Fitting model to feature number 171, F177 2024-03-27 23:57:51.757357 INFO::Fitting model to feature number 172, F178 2024-03-27 23:57:51.761507 INFO::Fitting model to feature number 173, F179 2024-03-27 23:57:51.765587 INFO::Fitting model to feature number 174, F180 2024-03-27 23:57:51.769654 INFO::Fitting model to feature number 175, F181 2024-03-27 23:57:51.773559 INFO::Fitting model to feature number 176, F182 2024-03-27 23:57:51.777327 INFO::Fitting model to feature number 177, F183 2024-03-27 23:57:51.781269 INFO::Fitting model to feature number 178, F184 2024-03-27 23:57:51.785117 INFO::Fitting model to feature number 179, F185 2024-03-27 23:57:51.788923 INFO::Fitting model to feature number 180, F186 2024-03-27 23:57:51.79287 INFO::Fitting model to feature number 181, F187 2024-03-27 23:57:51.796725 INFO::Fitting model to feature number 182, F188 2024-03-27 23:57:51.800627 INFO::Fitting model to feature number 183, F189 2024-03-27 23:57:51.804469 INFO::Fitting model to feature number 184, F190 2024-03-27 23:57:51.808356 INFO::Fitting model to feature number 185, F191 2024-03-27 23:57:51.812205 INFO::Fitting model to feature number 186, F192 2024-03-27 23:57:51.816017 INFO::Fitting model to feature number 187, F193 2024-03-27 23:57:51.819824 INFO::Fitting model to feature number 188, F194 2024-03-27 23:57:51.823761 INFO::Fitting model to feature number 189, F195 2024-03-27 23:57:51.828614 INFO::Fitting model to feature number 190, F196 2024-03-27 23:57:51.832635 INFO::Fitting model to feature number 191, F197 2024-03-27 23:57:51.836571 INFO::Fitting model to feature number 192, F198 2024-03-27 23:57:51.84054 INFO::Fitting model to feature number 193, F199 2024-03-27 23:57:51.844516 INFO::Fitting model to feature number 194, F200 2024-03-27 23:57:51.848364 INFO::Fitting model to feature number 195, F201 2024-03-27 23:57:51.852343 INFO::Fitting model to feature number 196, F202 2024-03-27 23:57:51.856302 INFO::Fitting model to feature number 197, F203 2024-03-27 23:57:51.860259 INFO::Fitting model to feature number 198, F204 2024-03-27 23:57:51.864374 INFO::Fitting model to feature number 199, F206 2024-03-27 23:57:51.868481 INFO::Fitting model to feature number 200, F207 2024-03-27 23:57:51.872498 INFO::Fitting model to feature number 201, F208 2024-03-27 23:57:51.876461 INFO::Fitting model to feature number 202, F209 2024-03-27 23:57:51.880587 INFO::Fitting model to feature number 203, F210 2024-03-27 23:57:51.884726 INFO::Fitting model to feature number 204, F211 2024-03-27 23:57:51.888727 INFO::Fitting model to feature number 205, F212 2024-03-27 23:57:51.892739 INFO::Fitting model to feature number 206, F213 2024-03-27 23:57:51.896663 INFO::Fitting model to feature number 207, F214 2024-03-27 23:57:51.90051 INFO::Fitting model to feature number 208, F215 2024-03-27 23:57:51.904359 INFO::Fitting model to feature number 209, F216 2024-03-27 23:57:51.908378 INFO::Fitting model to feature number 210, F217 2024-03-27 23:57:51.912379 INFO::Fitting model to feature number 211, F218 2024-03-27 23:57:51.91655 INFO::Fitting model to feature number 212, F219 2024-03-27 23:57:51.920549 INFO::Fitting model to feature number 213, F220 2024-03-27 23:57:51.924564 INFO::Fitting model to feature number 214, F221 2024-03-27 23:57:51.928534 INFO::Fitting model to feature number 215, F222 2024-03-27 23:57:51.932419 INFO::Fitting model to feature number 216, F223 2024-03-27 23:57:51.936315 INFO::Fitting model to feature number 217, F224 2024-03-27 23:57:51.940197 INFO::Fitting model to feature number 218, F225 2024-03-27 23:57:51.943998 INFO::Fitting model to feature number 219, F226 2024-03-27 23:57:51.948087 INFO::Fitting model to feature number 220, F227 2024-03-27 23:57:51.951974 INFO::Fitting model to feature number 221, F228 2024-03-27 23:57:51.955865 INFO::Fitting model to feature number 222, F229 2024-03-27 23:57:51.959657 INFO::Fitting model to feature number 223, F230 2024-03-27 23:57:51.96347 INFO::Fitting model to feature number 224, F231 2024-03-27 23:57:51.967284 INFO::Fitting model to feature number 225, F232 2024-03-27 23:57:51.971076 INFO::Fitting model to feature number 226, F233 2024-03-27 23:57:51.974939 INFO::Fitting model to feature number 227, F234 2024-03-27 23:57:51.978924 INFO::Fitting model to feature number 228, F235 2024-03-27 23:57:51.98273 INFO::Fitting model to feature number 229, F236 2024-03-27 23:57:51.986557 INFO::Fitting model to feature number 230, F237 2024-03-27 23:57:51.990402 INFO::Fitting model to feature number 231, F238 2024-03-27 23:57:51.994208 INFO::Fitting model to feature number 232, F239 2024-03-27 23:57:51.998035 INFO::Fitting model to feature number 233, F240 2024-03-27 23:57:52.001807 INFO::Fitting model to feature number 234, F241 2024-03-27 23:57:52.005689 INFO::Fitting model to feature number 235, F242 2024-03-27 23:57:52.009737 INFO::Fitting model to feature number 236, F243 2024-03-27 23:57:52.013644 INFO::Fitting model to feature number 237, F244 2024-03-27 23:57:52.017546 INFO::Fitting model to feature number 238, F245 2024-03-27 23:57:52.021384 INFO::Fitting model to feature number 239, F246 2024-03-27 23:57:52.025158 INFO::Fitting model to feature number 240, F247 2024-03-27 23:57:52.028903 INFO::Fitting model to feature number 241, F248 2024-03-27 23:57:52.032724 INFO::Fitting model to feature number 242, F249 2024-03-27 23:57:52.03653 INFO::Fitting model to feature number 243, F250 2024-03-27 23:57:52.040269 INFO::Fitting model to feature number 244, F252 2024-03-27 23:57:52.043962 INFO::Fitting model to feature number 245, F253 2024-03-27 23:57:52.047723 INFO::Fitting model to feature number 246, F254 2024-03-27 23:57:52.05143 INFO::Fitting model to feature number 247, F255 2024-03-27 23:57:52.055143 INFO::Fitting model to feature number 248, F256 2024-03-27 23:57:52.058839 INFO::Fitting model to feature number 249, F257 2024-03-27 23:57:52.062557 INFO::Fitting model to feature number 250, F259 2024-03-27 23:57:52.066284 INFO::Fitting model to feature number 251, F260 2024-03-27 23:57:52.070013 INFO::Fitting model to feature number 252, F261 2024-03-27 23:57:52.073722 INFO::Fitting model to feature number 253, F262 2024-03-27 23:57:52.077425 INFO::Fitting model to feature number 254, F263 2024-03-27 23:57:52.081099 INFO::Fitting model to feature number 255, F264 2024-03-27 23:57:52.084727 INFO::Fitting model to feature number 256, F265 2024-03-27 23:57:52.088305 INFO::Fitting model to feature number 257, F266 2024-03-27 23:57:52.091871 INFO::Fitting model to feature number 258, F267 2024-03-27 23:57:52.095443 INFO::Fitting model to feature number 259, F269 2024-03-27 23:57:52.09913 INFO::Fitting model to feature number 260, F270 2024-03-27 23:57:52.102715 INFO::Fitting model to feature number 261, F271 2024-03-27 23:57:52.106352 INFO::Fitting model to feature number 262, F272 2024-03-27 23:57:52.109933 INFO::Fitting model to feature number 263, F273 2024-03-27 23:57:52.113412 INFO::Fitting model to feature number 264, F274 2024-03-27 23:57:52.116945 INFO::Fitting model to feature number 265, F276 2024-03-27 23:57:52.120392 INFO::Fitting model to feature number 266, F277 2024-03-27 23:57:52.123947 INFO::Fitting model to feature number 267, F278 2024-03-27 23:57:52.127464 INFO::Fitting model to feature number 268, F279 2024-03-27 23:57:52.130987 INFO::Fitting model to feature number 269, F280 2024-03-27 23:57:52.134577 INFO::Fitting model to feature number 270, F281 2024-03-27 23:57:52.138199 INFO::Fitting model to feature number 271, F282 2024-03-27 23:57:52.141816 INFO::Fitting model to feature number 272, F283 2024-03-27 23:57:52.145436 INFO::Fitting model to feature number 273, F284 2024-03-27 23:57:52.149065 INFO::Fitting model to feature number 274, F285 2024-03-27 23:57:52.152814 INFO::Fitting model to feature number 275, F286 2024-03-27 23:57:52.158463 INFO::Fitting model to feature number 276, F287 2024-03-27 23:57:52.16273 INFO::Fitting model to feature number 277, F288 2024-03-27 23:57:52.166676 INFO::Fitting model to feature number 278, F289 2024-03-27 23:57:52.170535 INFO::Fitting model to feature number 279, F290 2024-03-27 23:57:52.174439 INFO::Fitting model to feature number 280, F292 2024-03-27 23:57:52.178334 INFO::Fitting model to feature number 281, F293 2024-03-27 23:57:52.182275 INFO::Fitting model to feature number 282, F294 2024-03-27 23:57:52.186333 INFO::Fitting model to feature number 283, F295 2024-03-27 23:57:52.19031 INFO::Fitting model to feature number 284, F296 2024-03-27 23:57:52.194054 INFO::Fitting model to feature number 285, F297 2024-03-27 23:57:52.197858 INFO::Fitting model to feature number 286, F298 2024-03-27 23:57:52.201644 INFO::Fitting model to feature number 287, F299 2024-03-27 23:57:52.205423 INFO::Fitting model to feature number 288, F300 2024-03-27 23:57:52.209202 INFO::Fitting model to feature number 289, F301 2024-03-27 23:57:52.212881 INFO::Fitting model to feature number 290, F302 2024-03-27 23:57:52.216539 INFO::Fitting model to feature number 291, F303 2024-03-27 23:57:52.220104 INFO::Fitting model to feature number 292, F304 2024-03-27 23:57:52.22374 INFO::Fitting model to feature number 293, F305 2024-03-27 23:57:52.227508 INFO::Fitting model to feature number 294, F306 2024-03-27 23:57:52.231071 INFO::Fitting model to feature number 295, F307 2024-03-27 23:57:52.234601 INFO::Fitting model to feature number 296, F308 2024-03-27 23:57:52.238057 INFO::Fitting model to feature number 297, F309 2024-03-27 23:57:52.242458 INFO::Fitting model to feature number 298, F310 2024-03-27 23:57:52.245854 INFO::Fitting model to feature number 299, F311 2024-03-27 23:57:52.249207 INFO::Fitting model to feature number 300, F312 2024-03-27 23:57:52.252614 INFO::Fitting model to feature number 301, F313 2024-03-27 23:57:52.256054 INFO::Fitting model to feature number 302, F315 2024-03-27 23:57:52.259479 INFO::Fitting model to feature number 303, F316 2024-03-27 23:57:52.262881 INFO::Fitting model to feature number 304, F317 2024-03-27 23:57:52.266234 INFO::Fitting model to feature number 305, F318 2024-03-27 23:57:52.26968 INFO::Fitting model to feature number 306, F319 2024-03-27 23:57:52.273129 INFO::Fitting model to feature number 307, F320 2024-03-27 23:57:52.276544 INFO::Fitting model to feature number 308, F321 2024-03-27 23:57:52.279891 INFO::Fitting model to feature number 309, F322 2024-03-27 23:57:52.283332 INFO::Fitting model to feature number 310, F323 2024-03-27 23:57:52.286766 INFO::Fitting model to feature number 311, F324 2024-03-27 23:57:52.290196 INFO::Fitting model to feature number 312, F325 2024-03-27 23:57:52.293643 INFO::Fitting model to feature number 313, F326 2024-03-27 23:57:52.297089 INFO::Fitting model to feature number 314, F327 2024-03-27 23:57:52.300518 INFO::Fitting model to feature number 315, F328 2024-03-27 23:57:52.303971 INFO::Fitting model to feature number 316, F329 2024-03-27 23:57:52.307622 INFO::Fitting model to feature number 317, F330 2024-03-27 23:57:52.311452 INFO::Fitting model to feature number 318, F331 2024-03-27 23:57:52.315281 INFO::Fitting model to feature number 319, F332 2024-03-27 23:57:52.319203 INFO::Fitting model to feature number 320, F333 2024-03-27 23:57:52.32312 INFO::Fitting model to feature number 321, F334 2024-03-27 23:57:52.327015 INFO::Fitting model to feature number 322, F335 2024-03-27 23:57:52.330884 INFO::Fitting model to feature number 323, F336 2024-03-27 23:57:52.334771 INFO::Fitting model to feature number 324, F337 2024-03-27 23:57:52.338638 INFO::Fitting model to feature number 325, F338 2024-03-27 23:57:52.342433 INFO::Fitting model to feature number 326, F339 2024-03-27 23:57:52.346279 INFO::Fitting model to feature number 327, F340 2024-03-27 23:57:52.350077 INFO::Fitting model to feature number 328, F342 2024-03-27 23:57:52.353822 INFO::Fitting model to feature number 329, F343 2024-03-27 23:57:52.357505 INFO::Fitting model to feature number 330, F344 2024-03-27 23:57:52.361173 INFO::Fitting model to feature number 331, F345 2024-03-27 23:57:52.36486 INFO::Fitting model to feature number 332, F346 2024-03-27 23:57:52.368499 INFO::Fitting model to feature number 333, F347 2024-03-27 23:57:52.372051 INFO::Fitting model to feature number 334, F348 2024-03-27 23:57:52.375643 INFO::Fitting model to feature number 335, F350 2024-03-27 23:57:52.379136 INFO::Fitting model to feature number 336, F351 2024-03-27 23:57:52.382675 INFO::Fitting model to feature number 337, F352 2024-03-27 23:57:52.386159 INFO::Fitting model to feature number 338, F353 2024-03-27 23:57:52.389617 INFO::Fitting model to feature number 339, F355 2024-03-27 23:57:52.393077 INFO::Fitting model to feature number 340, F356 2024-03-27 23:57:52.396511 INFO::Fitting model to feature number 341, F357 2024-03-27 23:57:52.399966 INFO::Fitting model to feature number 342, F358 2024-03-27 23:57:52.403394 INFO::Fitting model to feature number 343, F359 2024-03-27 23:57:52.406839 INFO::Fitting model to feature number 344, F360 2024-03-27 23:57:52.410201 INFO::Fitting model to feature number 345, F361 2024-03-27 23:57:52.413635 INFO::Fitting model to feature number 346, F362 2024-03-27 23:57:52.417072 INFO::Fitting model to feature number 347, F363 2024-03-27 23:57:52.420499 INFO::Fitting model to feature number 348, F364 2024-03-27 23:57:52.423893 INFO::Fitting model to feature number 349, F365 2024-03-27 23:57:52.427551 INFO::Fitting model to feature number 350, F366 2024-03-27 23:57:52.431104 INFO::Fitting model to feature number 351, F367 2024-03-27 23:57:52.434624 INFO::Fitting model to feature number 352, F368 2024-03-27 23:57:52.438177 INFO::Fitting model to feature number 353, F369 2024-03-27 23:57:52.441611 INFO::Fitting model to feature number 354, F370 2024-03-27 23:57:52.445126 INFO::Fitting model to feature number 355, F371 2024-03-27 23:57:52.448629 INFO::Fitting model to feature number 356, F372 2024-03-27 23:57:52.452163 INFO::Fitting model to feature number 357, F373 2024-03-27 23:57:52.455682 INFO::Fitting model to feature number 358, F374 2024-03-27 23:57:52.459093 INFO::Fitting model to feature number 359, F375 2024-03-27 23:57:52.46258 INFO::Fitting model to feature number 360, F376 2024-03-27 23:57:52.466013 INFO::Fitting model to feature number 361, F377 2024-03-27 23:57:52.46949 INFO::Fitting model to feature number 362, F378 2024-03-27 23:57:52.472986 INFO::Fitting model to feature number 363, F379 2024-03-27 23:57:52.476543 INFO::Fitting model to feature number 364, F380 2024-03-27 23:57:52.480118 INFO::Fitting model to feature number 365, F381 2024-03-27 23:57:52.483704 INFO::Fitting model to feature number 366, F382 2024-03-27 23:57:52.487368 INFO::Fitting model to feature number 367, F383 2024-03-27 23:57:52.491032 INFO::Fitting model to feature number 368, F384 2024-03-27 23:57:52.494668 INFO::Fitting model to feature number 369, F386 2024-03-27 23:57:52.49838 INFO::Fitting model to feature number 370, F387 2024-03-27 23:57:52.502043 INFO::Fitting model to feature number 371, F388 2024-03-27 23:57:52.505696 INFO::Fitting model to feature number 372, F389 2024-03-27 23:57:52.509356 INFO::Fitting model to feature number 373, F390 2024-03-27 23:57:52.513026 INFO::Fitting model to feature number 374, F391 2024-03-27 23:57:52.516703 INFO::Fitting model to feature number 375, F392 2024-03-27 23:57:52.520402 INFO::Fitting model to feature number 376, F393 2024-03-27 23:57:52.524057 INFO::Fitting model to feature number 377, F394 2024-03-27 23:57:52.529548 INFO::Fitting model to feature number 378, F395 2024-03-27 23:57:52.533543 INFO::Fitting model to feature number 379, F396 2024-03-27 23:57:52.537159 INFO::Fitting model to feature number 380, F397 2024-03-27 23:57:52.540742 INFO::Fitting model to feature number 381, F398 2024-03-27 23:57:52.54426 INFO::Fitting model to feature number 382, F399 2024-03-27 23:57:52.547747 INFO::Fitting model to feature number 383, F400 2024-03-27 23:57:52.551236 INFO::Fitting model to feature number 384, F401 2024-03-27 23:57:52.554851 INFO::Fitting model to feature number 385, F402 2024-03-27 23:57:52.558549 INFO::Fitting model to feature number 386, F403 2024-03-27 23:57:52.56231 INFO::Fitting model to feature number 387, F404 2024-03-27 23:57:52.566199 INFO::Fitting model to feature number 388, F406 2024-03-27 23:57:52.570101 INFO::Fitting model to feature number 389, F407 2024-03-27 23:57:52.574002 INFO::Fitting model to feature number 390, F408 2024-03-27 23:57:52.577824 INFO::Fitting model to feature number 391, F409 2024-03-27 23:57:52.581599 INFO::Fitting model to feature number 392, F410 2024-03-27 23:57:52.585356 INFO::Fitting model to feature number 393, F411 2024-03-27 23:57:52.589177 INFO::Fitting model to feature number 394, F412 2024-03-27 23:57:52.592967 INFO::Fitting model to feature number 395, F413 2024-03-27 23:57:52.596656 INFO::Fitting model to feature number 396, F414 2024-03-27 23:57:52.600484 INFO::Fitting model to feature number 397, F415 2024-03-27 23:57:52.604422 INFO::Fitting model to feature number 398, F416 2024-03-27 23:57:52.608152 INFO::Fitting model to feature number 399, F417 2024-03-27 23:57:52.611819 INFO::Fitting model to feature number 400, F418 2024-03-27 23:57:52.615468 INFO::Fitting model to feature number 401, F419 2024-03-27 23:57:52.619081 INFO::Fitting model to feature number 402, F420 2024-03-27 23:57:52.622688 INFO::Fitting model to feature number 403, F421 2024-03-27 23:57:52.626294 INFO::Fitting model to feature number 404, F422 2024-03-27 23:57:52.629898 INFO::Fitting model to feature number 405, F423 2024-03-27 23:57:52.63356 INFO::Fitting model to feature number 406, F425 2024-03-27 23:57:52.637285 INFO::Fitting model to feature number 407, F426 2024-03-27 23:57:52.640953 INFO::Fitting model to feature number 408, F428 2024-03-27 23:57:52.644605 INFO::Fitting model to feature number 409, F429 2024-03-27 23:57:52.648282 INFO::Fitting model to feature number 410, F430 2024-03-27 23:57:52.651975 INFO::Fitting model to feature number 411, F431 2024-03-27 23:57:52.655725 INFO::Fitting model to feature number 412, F432 2024-03-27 23:57:52.659467 INFO::Fitting model to feature number 413, F433 2024-03-27 23:57:52.66327 INFO::Fitting model to feature number 414, F434 2024-03-27 23:57:52.667049 INFO::Fitting model to feature number 415, F435 2024-03-27 23:57:52.670782 INFO::Fitting model to feature number 416, F436 2024-03-27 23:57:52.674489 INFO::Fitting model to feature number 417, F437 2024-03-27 23:57:52.678178 INFO::Fitting model to feature number 418, F438 2024-03-27 23:57:52.681832 INFO::Fitting model to feature number 419, F439 2024-03-27 23:57:52.685528 INFO::Fitting model to feature number 420, F440 2024-03-27 23:57:52.689283 INFO::Fitting model to feature number 421, F441 2024-03-27 23:57:52.692968 INFO::Fitting model to feature number 422, F442 2024-03-27 23:57:52.696666 INFO::Fitting model to feature number 423, F443 2024-03-27 23:57:52.700389 INFO::Fitting model to feature number 424, F444 2024-03-27 23:57:52.704101 INFO::Fitting model to feature number 425, F445 2024-03-27 23:57:52.707866 INFO::Fitting model to feature number 426, F446 2024-03-27 23:57:52.711517 INFO::Fitting model to feature number 427, F447 2024-03-27 23:57:52.715142 INFO::Fitting model to feature number 428, F448 2024-03-27 23:57:52.718777 INFO::Fitting model to feature number 429, F449 2024-03-27 23:57:52.722375 INFO::Fitting model to feature number 430, F450 2024-03-27 23:57:52.725907 INFO::Fitting model to feature number 431, F451 2024-03-27 23:57:52.729498 INFO::Fitting model to feature number 432, F452 2024-03-27 23:57:52.7331 INFO::Fitting model to feature number 433, F454 2024-03-27 23:57:52.736667 INFO::Fitting model to feature number 434, F455 2024-03-27 23:57:52.740268 INFO::Fitting model to feature number 435, F456 2024-03-27 23:57:52.743774 INFO::Fitting model to feature number 436, F457 2024-03-27 23:57:52.747321 INFO::Fitting model to feature number 437, F458 2024-03-27 23:57:52.750881 INFO::Fitting model to feature number 438, F459 2024-03-27 23:57:52.754466 INFO::Fitting model to feature number 439, F461 2024-03-27 23:57:52.758131 INFO::Fitting model to feature number 440, F462 2024-03-27 23:57:52.761779 INFO::Fitting model to feature number 441, F463 2024-03-27 23:57:52.765482 INFO::Fitting model to feature number 442, F464 2024-03-27 23:57:52.769162 INFO::Fitting model to feature number 443, F465 2024-03-27 23:57:52.772876 INFO::Fitting model to feature number 444, F466 2024-03-27 23:57:52.776629 INFO::Fitting model to feature number 445, F467 2024-03-27 23:57:52.78035 INFO::Fitting model to feature number 446, F468 2024-03-27 23:57:52.784105 INFO::Fitting model to feature number 447, F469 2024-03-27 23:57:52.787857 INFO::Fitting model to feature number 448, F470 2024-03-27 23:57:52.791548 INFO::Fitting model to feature number 449, F471 2024-03-27 23:57:52.795212 INFO::Fitting model to feature number 450, F474 2024-03-27 23:57:52.798944 INFO::Fitting model to feature number 451, F475 2024-03-27 23:57:52.802647 INFO::Fitting model to feature number 452, F476 2024-03-27 23:57:52.806342 INFO::Fitting model to feature number 453, F477 2024-03-27 23:57:52.809953 INFO::Fitting model to feature number 454, F478 2024-03-27 23:57:52.813632 INFO::Fitting model to feature number 455, F479 2024-03-27 23:57:52.817286 INFO::Fitting model to feature number 456, F480 2024-03-27 23:57:52.820978 INFO::Fitting model to feature number 457, F481 2024-03-27 23:57:52.824665 INFO::Fitting model to feature number 458, F482 2024-03-27 23:57:52.828342 INFO::Fitting model to feature number 459, F483 2024-03-27 23:57:52.832022 INFO::Fitting model to feature number 460, F484 2024-03-27 23:57:52.835804 INFO::Fitting model to feature number 461, F485 2024-03-27 23:57:52.839469 INFO::Fitting model to feature number 462, F486 2024-03-27 23:57:52.843256 INFO::Fitting model to feature number 463, F487 2024-03-27 23:57:52.847008 INFO::Fitting model to feature number 464, F488 2024-03-27 23:57:52.850741 INFO::Fitting model to feature number 465, F489 2024-03-27 23:57:52.854491 INFO::Fitting model to feature number 466, F490 2024-03-27 23:57:52.858242 INFO::Fitting model to feature number 467, F491 2024-03-27 23:57:52.862056 INFO::Fitting model to feature number 468, F492 2024-03-27 23:57:52.865845 INFO::Fitting model to feature number 469, F493 2024-03-27 23:57:52.90445 INFO::Fitting model to feature number 470, F494 2024-03-27 23:57:52.908977 INFO::Fitting model to feature number 471, F495 2024-03-27 23:57:52.913059 INFO::Fitting model to feature number 472, F496 2024-03-27 23:57:52.916922 INFO::Fitting model to feature number 473, F497 2024-03-27 23:57:52.920688 INFO::Fitting model to feature number 474, F498 2024-03-27 23:57:52.924285 INFO::Fitting model to feature number 475, F499 2024-03-27 23:57:52.927891 INFO::Fitting model to feature number 476, F500 2024-03-27 23:57:52.931439 INFO::Fitting model to feature number 477, F501 2024-03-27 23:57:52.934991 INFO::Fitting model to feature number 478, F502 2024-03-27 23:57:52.938588 INFO::Fitting model to feature number 479, F503 2024-03-27 23:57:52.942151 INFO::Fitting model to feature number 480, F504 2024-03-27 23:57:52.945698 INFO::Fitting model to feature number 481, F505 2024-03-27 23:57:52.949191 INFO::Fitting model to feature number 482, F506 2024-03-27 23:57:52.952652 INFO::Fitting model to feature number 483, F507 2024-03-27 23:57:52.95623 INFO::Fitting model to feature number 484, F508 2024-03-27 23:57:52.959761 INFO::Fitting model to feature number 485, F509 2024-03-27 23:57:52.963266 INFO::Fitting model to feature number 486, F510 2024-03-27 23:57:52.966682 INFO::Fitting model to feature number 487, F511 2024-03-27 23:57:52.970125 INFO::Fitting model to feature number 488, F512 2024-03-27 23:57:52.973531 INFO::Fitting model to feature number 489, F513 2024-03-27 23:57:52.977171 INFO::Fitting model to feature number 490, F514 2024-03-27 23:57:52.980812 INFO::Fitting model to feature number 491, F515 2024-03-27 23:57:52.984445 INFO::Fitting model to feature number 492, F516 2024-03-27 23:57:52.988022 INFO::Fitting model to feature number 493, F517 2024-03-27 23:57:52.991529 INFO::Fitting model to feature number 494, F518 2024-03-27 23:57:52.994985 INFO::Fitting model to feature number 495, F519 2024-03-27 23:57:52.998506 INFO::Fitting model to feature number 496, F520 2024-03-27 23:57:53.00191 INFO::Fitting model to feature number 497, F521 2024-03-27 23:57:53.005422 INFO::Fitting model to feature number 498, F522 2024-03-27 23:57:53.008906 INFO::Fitting model to feature number 499, F523 2024-03-27 23:57:53.012393 INFO::Fitting model to feature number 500, F524 2024-03-27 23:57:53.01582 INFO::Fitting model to feature number 501, F525 2024-03-27 23:57:53.019293 INFO::Fitting model to feature number 502, F526 2024-03-27 23:57:53.02275 INFO::Fitting model to feature number 503, F527 2024-03-27 23:57:53.0262 INFO::Fitting model to feature number 504, F528 2024-03-27 23:57:53.029639 INFO::Fitting model to feature number 505, F529 2024-03-27 23:57:53.033076 INFO::Fitting model to feature number 506, F530 2024-03-27 23:57:53.036534 INFO::Fitting model to feature number 507, F531 2024-03-27 23:57:53.039927 INFO::Fitting model to feature number 508, F532 2024-03-27 23:57:53.043356 INFO::Fitting model to feature number 509, F533 2024-03-27 23:57:53.046821 INFO::Fitting model to feature number 510, F534 2024-03-27 23:57:53.050297 INFO::Fitting model to feature number 511, F535 2024-03-27 23:57:53.053749 INFO::Fitting model to feature number 512, F536 2024-03-27 23:57:53.057191 INFO::Fitting model to feature number 513, F537 2024-03-27 23:57:53.060678 INFO::Fitting model to feature number 514, F539 2024-03-27 23:57:53.064094 INFO::Fitting model to feature number 515, F540 2024-03-27 23:57:53.067621 INFO::Fitting model to feature number 516, F541 2024-03-27 23:57:53.071184 INFO::Fitting model to feature number 517, F543 2024-03-27 23:57:53.074841 INFO::Fitting model to feature number 518, F544 2024-03-27 23:57:53.078684 INFO::Fitting model to feature number 519, F545 2024-03-27 23:57:53.082225 INFO::Fitting model to feature number 520, F546 2024-03-27 23:57:53.085818 INFO::Fitting model to feature number 521, F547 2024-03-27 23:57:53.089381 INFO::Fitting model to feature number 522, F548 2024-03-27 23:57:53.092916 INFO::Fitting model to feature number 523, F549 2024-03-27 23:57:53.096403 INFO::Fitting model to feature number 524, F550 2024-03-27 23:57:53.099828 INFO::Fitting model to feature number 525, F551 2024-03-27 23:57:53.103313 INFO::Fitting model to feature number 526, F552 2024-03-27 23:57:53.106729 INFO::Fitting model to feature number 527, F553 2024-03-27 23:57:53.110191 INFO::Fitting model to feature number 528, F554 2024-03-27 23:57:53.113676 INFO::Fitting model to feature number 529, F555 2024-03-27 23:57:53.117177 INFO::Fitting model to feature number 530, F556 2024-03-27 23:57:53.120613 INFO::Fitting model to feature number 531, F557 2024-03-27 23:57:53.124111 INFO::Fitting model to feature number 532, F558 2024-03-27 23:57:53.127608 INFO::Fitting model to feature number 533, F559 2024-03-27 23:57:53.131136 INFO::Fitting model to feature number 534, F560 2024-03-27 23:57:53.134627 INFO::Fitting model to feature number 535, F561 2024-03-27 23:57:53.137984 INFO::Fitting model to feature number 536, F562 2024-03-27 23:57:53.141377 INFO::Fitting model to feature number 537, F563 2024-03-27 23:57:53.145393 INFO::Fitting model to feature number 538, F564 2024-03-27 23:57:53.148783 INFO::Fitting model to feature number 539, F566 2024-03-27 23:57:53.152202 INFO::Fitting model to feature number 540, F567 2024-03-27 23:57:53.155616 INFO::Fitting model to feature number 541, F568 2024-03-27 23:57:53.159044 INFO::Fitting model to feature number 542, F569 2024-03-27 23:57:53.1624 INFO::Fitting model to feature number 543, F570 2024-03-27 23:57:53.165717 INFO::Fitting model to feature number 544, F571 2024-03-27 23:57:53.169127 INFO::Fitting model to feature number 545, F572 2024-03-27 23:57:53.17262 INFO::Fitting model to feature number 546, F573 2024-03-27 23:57:53.176037 INFO::Fitting model to feature number 547, F574 2024-03-27 23:57:53.179558 INFO::Fitting model to feature number 548, F575 2024-03-27 23:57:53.183069 INFO::Fitting model to feature number 549, F576 2024-03-27 23:57:53.186531 INFO::Fitting model to feature number 550, F577 2024-03-27 23:57:53.189922 INFO::Fitting model to feature number 551, F578 2024-03-27 23:57:53.193365 INFO::Fitting model to feature number 552, F579 2024-03-27 23:57:53.196863 INFO::Fitting model to feature number 553, F580 2024-03-27 23:57:53.200375 INFO::Fitting model to feature number 554, F581 2024-03-27 23:57:53.203871 INFO::Fitting model to feature number 555, F582 2024-03-27 23:57:53.207394 INFO::Fitting model to feature number 556, F583 2024-03-27 23:57:53.210781 INFO::Fitting model to feature number 557, F584 2024-03-27 23:57:53.214186 INFO::Fitting model to feature number 558, F585 2024-03-27 23:57:53.217597 INFO::Fitting model to feature number 559, F586 2024-03-27 23:57:53.221079 INFO::Fitting model to feature number 560, F587 2024-03-27 23:57:53.224515 INFO::Fitting model to feature number 561, F588 2024-03-27 23:57:53.22799 INFO::Fitting model to feature number 562, F589 2024-03-27 23:57:53.231443 INFO::Fitting model to feature number 563, F590 2024-03-27 23:57:53.234824 INFO::Fitting model to feature number 564, F591 2024-03-27 23:57:53.23821 INFO::Fitting model to feature number 565, F592 2024-03-27 23:57:53.24159 INFO::Fitting model to feature number 566, F593 2024-03-27 23:57:53.244959 INFO::Fitting model to feature number 567, F594 2024-03-27 23:57:53.248333 INFO::Fitting model to feature number 568, F595 2024-03-27 23:57:53.251626 INFO::Fitting model to feature number 569, F596 2024-03-27 23:57:53.254996 INFO::Fitting model to feature number 570, F597 2024-03-27 23:57:53.258348 INFO::Fitting model to feature number 571, F598 2024-03-27 23:57:53.261686 INFO::Fitting model to feature number 572, F599 2024-03-27 23:57:53.265098 INFO::Fitting model to feature number 573, F600 2024-03-27 23:57:53.268518 INFO::Fitting model to feature number 574, F601 2024-03-27 23:57:53.272027 INFO::Fitting model to feature number 575, F602 2024-03-27 23:57:53.275598 INFO::Fitting model to feature number 576, F603 2024-03-27 23:57:53.279176 INFO::Fitting model to feature number 577, F605 2024-03-27 23:57:53.28268 INFO::Fitting model to feature number 578, F606 2024-03-27 23:57:53.286151 INFO::Fitting model to feature number 579, F607 2024-03-27 23:57:53.289614 INFO::Fitting model to feature number 580, F608 2024-03-27 23:57:53.293066 INFO::Fitting model to feature number 581, F609 2024-03-27 23:57:53.296512 INFO::Fitting model to feature number 582, F610 2024-03-27 23:57:53.299975 INFO::Fitting model to feature number 583, F611 2024-03-27 23:57:53.303483 INFO::Fitting model to feature number 584, F612 2024-03-27 23:57:53.306999 INFO::Fitting model to feature number 585, F613 2024-03-27 23:57:53.310563 INFO::Fitting model to feature number 586, F614 2024-03-27 23:57:53.314184 INFO::Fitting model to feature number 587, F615 2024-03-27 23:57:53.31776 INFO::Fitting model to feature number 588, F616 2024-03-27 23:57:53.321234 INFO::Fitting model to feature number 589, F617 2024-03-27 23:57:53.324651 INFO::Fitting model to feature number 590, F618 2024-03-27 23:57:53.327981 INFO::Fitting model to feature number 591, F619 2024-03-27 23:57:53.331403 INFO::Fitting model to feature number 592, F620 2024-03-27 23:57:53.334806 INFO::Fitting model to feature number 593, F621 2024-03-27 23:57:53.338248 INFO::Fitting model to feature number 594, F622 2024-03-27 23:57:53.341708 INFO::Fitting model to feature number 595, F623 2024-03-27 23:57:53.345119 INFO::Fitting model to feature number 596, F624 2024-03-27 23:57:53.348551 INFO::Fitting model to feature number 597, F625 2024-03-27 23:57:53.351947 INFO::Fitting model to feature number 598, F626 2024-03-27 23:57:53.355345 INFO::Fitting model to feature number 599, F627 2024-03-27 23:57:53.358727 INFO::Fitting model to feature number 600, F628 2024-03-27 23:57:53.362087 INFO::Fitting model to feature number 601, F629 2024-03-27 23:57:53.365465 INFO::Fitting model to feature number 602, F630 2024-03-27 23:57:53.368859 INFO::Fitting model to feature number 603, F631 2024-03-27 23:57:53.372288 INFO::Fitting model to feature number 604, F632 2024-03-27 23:57:53.375719 INFO::Fitting model to feature number 605, F633 2024-03-27 23:57:53.379092 INFO::Fitting model to feature number 606, F634 2024-03-27 23:57:53.382444 INFO::Fitting model to feature number 607, F635 2024-03-27 23:57:53.385855 INFO::Fitting model to feature number 608, F636 2024-03-27 23:57:53.389284 INFO::Fitting model to feature number 609, F637 2024-03-27 23:57:53.39269 INFO::Fitting model to feature number 610, F638 2024-03-27 23:57:53.3961 INFO::Fitting model to feature number 611, F639 2024-03-27 23:57:53.399502 INFO::Fitting model to feature number 612, F640 2024-03-27 23:57:53.402924 INFO::Fitting model to feature number 613, F641 2024-03-27 23:57:53.406337 INFO::Fitting model to feature number 614, F642 2024-03-27 23:57:53.409751 INFO::Fitting model to feature number 615, F643 2024-03-27 23:57:53.413123 INFO::Fitting model to feature number 616, F644 2024-03-27 23:57:53.416613 INFO::Fitting model to feature number 617, F645 2024-03-27 23:57:53.420065 INFO::Fitting model to feature number 618, F646 2024-03-27 23:57:53.423417 INFO::Fitting model to feature number 619, F647 2024-03-27 23:57:53.426866 INFO::Fitting model to feature number 620, F648 2024-03-27 23:57:53.430284 INFO::Fitting model to feature number 621, F649 2024-03-27 23:57:53.433706 INFO::Fitting model to feature number 622, F650 2024-03-27 23:57:53.437124 INFO::Fitting model to feature number 623, F651 2024-03-27 23:57:53.440559 INFO::Fitting model to feature number 624, F652 2024-03-27 23:57:53.444006 INFO::Fitting model to feature number 625, F653 2024-03-27 23:57:53.447469 INFO::Fitting model to feature number 626, F654 2024-03-27 23:57:53.450961 INFO::Fitting model to feature number 627, F655 2024-03-27 23:57:53.455019 INFO::Fitting model to feature number 628, F656 2024-03-27 23:57:53.459147 INFO::Fitting model to feature number 629, F657 2024-03-27 23:57:53.463148 INFO::Fitting model to feature number 630, F658 2024-03-27 23:57:53.466691 INFO::Fitting model to feature number 631, F659 2024-03-27 23:57:53.470211 INFO::Fitting model to feature number 632, F660 2024-03-27 23:57:53.473746 INFO::Fitting model to feature number 633, F661 2024-03-27 23:57:53.477277 INFO::Fitting model to feature number 634, F662 2024-03-27 23:57:53.480812 INFO::Fitting model to feature number 635, F663 2024-03-27 23:57:53.484293 INFO::Fitting model to feature number 636, F664 2024-03-27 23:57:53.48772 INFO::Fitting model to feature number 637, F665 2024-03-27 23:57:53.491225 INFO::Fitting model to feature number 638, F666 2024-03-27 23:57:53.494735 INFO::Fitting model to feature number 639, F667 2024-03-27 23:57:53.498281 INFO::Fitting model to feature number 640, F668 2024-03-27 23:57:53.501724 INFO::Fitting model to feature number 641, F669 2024-03-27 23:57:53.507488 INFO::Fitting model to feature number 642, F670 2024-03-27 23:57:53.511058 INFO::Fitting model to feature number 643, F671 2024-03-27 23:57:53.514602 INFO::Fitting model to feature number 644, F672 2024-03-27 23:57:53.518061 INFO::Fitting model to feature number 645, F673 2024-03-27 23:57:53.521526 INFO::Fitting model to feature number 646, F674 2024-03-27 23:57:53.525049 INFO::Fitting model to feature number 647, F675 2024-03-27 23:57:53.528575 INFO::Fitting model to feature number 648, F676 2024-03-27 23:57:53.532083 INFO::Fitting model to feature number 649, F677 2024-03-27 23:57:53.535603 INFO::Fitting model to feature number 650, F678 2024-03-27 23:57:53.539109 INFO::Fitting model to feature number 651, F679 2024-03-27 23:57:53.542546 INFO::Fitting model to feature number 652, F680 2024-03-27 23:57:53.546042 INFO::Fitting model to feature number 653, F681 2024-03-27 23:57:53.549539 INFO::Fitting model to feature number 654, F682 2024-03-27 23:57:53.553044 INFO::Fitting model to feature number 655, F683 2024-03-27 23:57:53.556588 INFO::Fitting model to feature number 656, F684 2024-03-27 23:57:53.56025 INFO::Fitting model to feature number 657, F685 2024-03-27 23:57:53.563821 INFO::Fitting model to feature number 658, F686 2024-03-27 23:57:53.567374 INFO::Fitting model to feature number 659, F687 2024-03-27 23:57:53.570915 INFO::Fitting model to feature number 660, F688 2024-03-27 23:57:53.574395 INFO::Fitting model to feature number 661, F689 2024-03-27 23:57:53.577862 INFO::Fitting model to feature number 662, F690 2024-03-27 23:57:53.581386 INFO::Fitting model to feature number 663, F691 2024-03-27 23:57:53.584904 INFO::Fitting model to feature number 664, F692 2024-03-27 23:57:53.588342 INFO::Fitting model to feature number 665, F693 2024-03-27 23:57:53.591873 INFO::Fitting model to feature number 666, F694 2024-03-27 23:57:53.595359 INFO::Fitting model to feature number 667, F695 2024-03-27 23:57:53.598769 INFO::Fitting model to feature number 668, F696 2024-03-27 23:57:53.602175 INFO::Fitting model to feature number 669, F697 2024-03-27 23:57:53.605629 INFO::Fitting model to feature number 670, F698 2024-03-27 23:57:53.609089 INFO::Fitting model to feature number 671, F699 2024-03-27 23:57:53.61255 INFO::Fitting model to feature number 672, F700 2024-03-27 23:57:53.616015 INFO::Fitting model to feature number 673, F701 2024-03-27 23:57:53.619449 INFO::Fitting model to feature number 674, F702 2024-03-27 23:57:53.623 INFO::Fitting model to feature number 675, F704 2024-03-27 23:57:53.62653 INFO::Fitting model to feature number 676, F705 2024-03-27 23:57:53.630076 INFO::Fitting model to feature number 677, F706 2024-03-27 23:57:53.633676 INFO::Fitting model to feature number 678, F707 2024-03-27 23:57:53.637333 INFO::Fitting model to feature number 679, F708 2024-03-27 23:57:53.641023 INFO::Fitting model to feature number 680, F709 2024-03-27 23:57:53.644647 INFO::Fitting model to feature number 681, F710 2024-03-27 23:57:53.64828 INFO::Fitting model to feature number 682, F711 2024-03-27 23:57:53.651899 INFO::Fitting model to feature number 683, F712 2024-03-27 23:57:53.655448 INFO::Fitting model to feature number 684, F713 2024-03-27 23:57:53.659068 INFO::Fitting model to feature number 685, F714 2024-03-27 23:57:53.662557 INFO::Fitting model to feature number 686, F715 2024-03-27 23:57:53.666092 INFO::Fitting model to feature number 687, F716 2024-03-27 23:57:53.669653 INFO::Fitting model to feature number 688, F717 2024-03-27 23:57:53.673235 INFO::Fitting model to feature number 689, F718 2024-03-27 23:57:53.676837 INFO::Fitting model to feature number 690, F719 2024-03-27 23:57:53.680535 INFO::Fitting model to feature number 691, F720 2024-03-27 23:57:53.684149 INFO::Fitting model to feature number 692, F721 2024-03-27 23:57:53.687714 INFO::Fitting model to feature number 693, F722 2024-03-27 23:57:53.691211 INFO::Fitting model to feature number 694, F723 2024-03-27 23:57:53.694743 INFO::Fitting model to feature number 695, F724 2024-03-27 23:57:53.698338 INFO::Fitting model to feature number 696, F725 2024-03-27 23:57:53.702004 INFO::Fitting model to feature number 697, F726 2024-03-27 23:57:53.70555 INFO::Fitting model to feature number 698, F727 2024-03-27 23:57:53.709133 INFO::Fitting model to feature number 699, F728 2024-03-27 23:57:53.712742 INFO::Fitting model to feature number 700, F729 2024-03-27 23:57:53.716318 INFO::Fitting model to feature number 701, F730 2024-03-27 23:57:53.719907 INFO::Fitting model to feature number 702, F731 2024-03-27 23:57:53.723524 INFO::Fitting model to feature number 703, F732 2024-03-27 23:57:53.727115 INFO::Fitting model to feature number 704, F733 2024-03-27 23:57:53.730696 INFO::Fitting model to feature number 705, F734 2024-03-27 23:57:53.734294 INFO::Fitting model to feature number 706, F735 2024-03-27 23:57:53.737865 INFO::Fitting model to feature number 707, F736 2024-03-27 23:57:53.741635 INFO::Fitting model to feature number 708, F737 2024-03-27 23:57:53.745339 INFO::Fitting model to feature number 709, F739 2024-03-27 23:57:53.748989 INFO::Fitting model to feature number 710, F740 2024-03-27 23:57:53.752642 INFO::Fitting model to feature number 711, F741 2024-03-27 23:57:53.756275 INFO::Fitting model to feature number 712, F742 2024-03-27 23:57:53.760011 INFO::Fitting model to feature number 713, F743 2024-03-27 23:57:53.763789 INFO::Fitting model to feature number 714, F744 2024-03-27 23:57:53.767564 INFO::Fitting model to feature number 715, F745 2024-03-27 23:57:53.771269 INFO::Fitting model to feature number 716, F746 2024-03-27 23:57:53.775033 INFO::Fitting model to feature number 717, F747 2024-03-27 23:57:53.778769 INFO::Fitting model to feature number 718, F748 2024-03-27 23:57:53.782458 INFO::Fitting model to feature number 719, F749 2024-03-27 23:57:53.785994 INFO::Fitting model to feature number 720, F750 2024-03-27 23:57:53.789598 INFO::Fitting model to feature number 721, F751 2024-03-27 23:57:53.79322 INFO::Fitting model to feature number 722, F752 2024-03-27 23:57:53.796814 INFO::Fitting model to feature number 723, F753 2024-03-27 23:57:53.80046 INFO::Fitting model to feature number 724, F754 2024-03-27 23:57:53.804051 INFO::Fitting model to feature number 725, F755 2024-03-27 23:57:53.807733 INFO::Fitting model to feature number 726, F756 2024-03-27 23:57:53.811317 INFO::Fitting model to feature number 727, F757 2024-03-27 23:57:53.814987 INFO::Fitting model to feature number 728, F758 2024-03-27 23:57:53.81868 INFO::Fitting model to feature number 729, F759 2024-03-27 23:57:53.822332 INFO::Fitting model to feature number 730, F760 2024-03-27 23:57:53.825978 INFO::Fitting model to feature number 731, F761 2024-03-27 23:57:53.829605 INFO::Fitting model to feature number 732, F762 2024-03-27 23:57:53.833184 INFO::Fitting model to feature number 733, F763 2024-03-27 23:57:53.836766 INFO::Fitting model to feature number 734, F764 2024-03-27 23:57:53.840374 INFO::Fitting model to feature number 735, F765 2024-03-27 23:57:53.844037 INFO::Fitting model to feature number 736, F766 2024-03-27 23:57:53.847754 INFO::Fitting model to feature number 737, F767 2024-03-27 23:57:53.851637 INFO::Fitting model to feature number 738, F768 2024-03-27 23:57:53.855488 INFO::Fitting model to feature number 739, F769 2024-03-27 23:57:53.859242 INFO::Fitting model to feature number 740, F770 2024-03-27 23:57:53.862922 INFO::Fitting model to feature number 741, F771 2024-03-27 23:57:53.866627 INFO::Fitting model to feature number 742, F772 2024-03-27 23:57:53.870418 INFO::Fitting model to feature number 743, F773 2024-03-27 23:57:53.874231 INFO::Fitting model to feature number 744, F774 2024-03-27 23:57:53.877924 INFO::Fitting model to feature number 745, F775 2024-03-27 23:57:53.881707 INFO::Fitting model to feature number 746, F776 2024-03-27 23:57:53.88548 INFO::Fitting model to feature number 747, F777 2024-03-27 23:57:53.889246 INFO::Fitting model to feature number 748, F778 2024-03-27 23:57:53.892967 INFO::Fitting model to feature number 749, F779 2024-03-27 23:57:53.896779 INFO::Fitting model to feature number 750, F780 2024-03-27 23:57:53.900478 INFO::Fitting model to feature number 751, F781 2024-03-27 23:57:53.90413 INFO::Fitting model to feature number 752, F782 2024-03-27 23:57:53.90767 INFO::Fitting model to feature number 753, F783 2024-03-27 23:57:53.911201 INFO::Fitting model to feature number 754, F784 2024-03-27 23:57:53.914783 INFO::Fitting model to feature number 755, F785 2024-03-27 23:57:53.918408 INFO::Fitting model to feature number 756, F786 2024-03-27 23:57:53.92197 INFO::Fitting model to feature number 757, F787 2024-03-27 23:57:53.92546 INFO::Fitting model to feature number 758, F788 2024-03-27 23:57:53.929014 INFO::Fitting model to feature number 759, F789 2024-03-27 23:57:53.932727 INFO::Fitting model to feature number 760, F790 2024-03-27 23:57:53.936391 INFO::Fitting model to feature number 761, F791 2024-03-27 23:57:53.940037 INFO::Fitting model to feature number 762, F792 2024-03-27 23:57:53.943632 INFO::Fitting model to feature number 763, F793 2024-03-27 23:57:53.947316 INFO::Fitting model to feature number 764, F794 2024-03-27 23:57:53.950939 INFO::Fitting model to feature number 765, F795 2024-03-27 23:57:53.954635 INFO::Fitting model to feature number 766, F796 2024-03-27 23:57:53.958238 INFO::Fitting model to feature number 767, F797 2024-03-27 23:57:53.961929 INFO::Fitting model to feature number 768, F798 2024-03-27 23:57:53.965597 INFO::Fitting model to feature number 769, F799 2024-03-27 23:57:53.969323 INFO::Fitting model to feature number 770, F800 2024-03-27 23:57:53.973008 INFO::Fitting model to feature number 771, F801 2024-03-27 23:57:53.976715 INFO::Fitting model to feature number 772, F802 2024-03-27 23:57:53.980436 INFO::Fitting model to feature number 773, F803 2024-03-27 23:57:53.984173 INFO::Fitting model to feature number 774, F804 2024-03-27 23:57:53.987928 INFO::Fitting model to feature number 775, F805 2024-03-27 23:57:53.991779 INFO::Fitting model to feature number 776, F806 2024-03-27 23:57:53.995575 INFO::Fitting model to feature number 777, F808 2024-03-27 23:57:53.999244 INFO::Fitting model to feature number 778, F809 2024-03-27 23:57:54.002912 INFO::Fitting model to feature number 779, F810 2024-03-27 23:57:54.041553 INFO::Fitting model to feature number 780, F811 2024-03-27 23:57:54.045955 INFO::Fitting model to feature number 781, F812 2024-03-27 23:57:54.050194 INFO::Fitting model to feature number 782, F813 2024-03-27 23:57:54.054177 INFO::Fitting model to feature number 783, F814 2024-03-27 23:57:54.058064 INFO::Fitting model to feature number 784, F815 2024-03-27 23:57:54.061804 INFO::Fitting model to feature number 785, F816 2024-03-27 23:57:54.065615 INFO::Fitting model to feature number 786, F817 2024-03-27 23:57:54.069408 INFO::Fitting model to feature number 787, F818 2024-03-27 23:57:54.073126 INFO::Fitting model to feature number 788, F819 2024-03-27 23:57:54.076832 INFO::Fitting model to feature number 789, F820 2024-03-27 23:57:54.080608 INFO::Fitting model to feature number 790, F821 2024-03-27 23:57:54.084478 INFO::Fitting model to feature number 791, F822 2024-03-27 23:57:54.088304 INFO::Fitting model to feature number 792, F823 2024-03-27 23:57:54.092099 INFO::Fitting model to feature number 793, F824 2024-03-27 23:57:54.095897 INFO::Fitting model to feature number 794, F825 2024-03-27 23:57:54.099577 INFO::Fitting model to feature number 795, F826 2024-03-27 23:57:54.103249 INFO::Fitting model to feature number 796, F827 2024-03-27 23:57:54.106873 INFO::Fitting model to feature number 797, F828 2024-03-27 23:57:54.110415 INFO::Fitting model to feature number 798, F829 2024-03-27 23:57:54.11392 INFO::Fitting model to feature number 799, F830 2024-03-27 23:57:54.117418 INFO::Fitting model to feature number 800, F831 2024-03-27 23:57:54.12086 INFO::Fitting model to feature number 801, F832 2024-03-27 23:57:54.124284 INFO::Fitting model to feature number 802, F833 2024-03-27 23:57:54.127808 INFO::Fitting model to feature number 803, F834 2024-03-27 23:57:54.131311 INFO::Fitting model to feature number 804, F835 2024-03-27 23:57:54.134784 INFO::Fitting model to feature number 805, F836 2024-03-27 23:57:54.138257 INFO::Fitting model to feature number 806, F837 2024-03-27 23:57:54.141776 INFO::Fitting model to feature number 807, F838 2024-03-27 23:57:54.145305 INFO::Fitting model to feature number 808, F839 2024-03-27 23:57:54.148768 INFO::Fitting model to feature number 809, F840 2024-03-27 23:57:54.1522 INFO::Fitting model to feature number 810, F841 2024-03-27 23:57:54.155752 INFO::Fitting model to feature number 811, F842 2024-03-27 23:57:54.15928 INFO::Fitting model to feature number 812, F843 2024-03-27 23:57:54.162803 INFO::Fitting model to feature number 813, F844 2024-03-27 23:57:54.166255 INFO::Fitting model to feature number 814, F845 2024-03-27 23:57:54.169752 INFO::Fitting model to feature number 815, F846 2024-03-27 23:57:54.173342 INFO::Fitting model to feature number 816, F847 2024-03-27 23:57:54.176921 INFO::Fitting model to feature number 817, F848 2024-03-27 23:57:54.180487 INFO::Fitting model to feature number 818, F849 2024-03-27 23:57:54.184003 INFO::Fitting model to feature number 819, F850 2024-03-27 23:57:54.187482 INFO::Fitting model to feature number 820, F851 2024-03-27 23:57:54.190953 INFO::Fitting model to feature number 821, F852 2024-03-27 23:57:54.194455 INFO::Fitting model to feature number 822, F853 2024-03-27 23:57:54.197908 INFO::Fitting model to feature number 823, F854 2024-03-27 23:57:54.201366 INFO::Fitting model to feature number 824, F855 2024-03-27 23:57:54.204848 INFO::Fitting model to feature number 825, F856 2024-03-27 23:57:54.208256 INFO::Fitting model to feature number 826, F857 2024-03-27 23:57:54.211725 INFO::Fitting model to feature number 827, F858 2024-03-27 23:57:54.215188 INFO::Fitting model to feature number 828, F859 2024-03-27 23:57:54.218688 INFO::Fitting model to feature number 829, F860 2024-03-27 23:57:54.222164 INFO::Fitting model to feature number 830, F861 2024-03-27 23:57:54.2256 INFO::Fitting model to feature number 831, F862 2024-03-27 23:57:54.229 INFO::Fitting model to feature number 832, F863 2024-03-27 23:57:54.232463 INFO::Fitting model to feature number 833, F864 2024-03-27 23:57:54.235913 INFO::Fitting model to feature number 834, F865 2024-03-27 23:57:54.239372 INFO::Fitting model to feature number 835, F866 2024-03-27 23:57:54.242824 INFO::Fitting model to feature number 836, F867 2024-03-27 23:57:54.246221 INFO::Fitting model to feature number 837, F868 2024-03-27 23:57:54.249667 INFO::Fitting model to feature number 838, F869 2024-03-27 23:57:54.253115 INFO::Fitting model to feature number 839, F870 2024-03-27 23:57:54.256634 INFO::Fitting model to feature number 840, F871 2024-03-27 23:57:54.260172 INFO::Fitting model to feature number 841, F872 2024-03-27 23:57:54.263638 INFO::Fitting model to feature number 842, F873 2024-03-27 23:57:54.267112 INFO::Fitting model to feature number 843, F874 2024-03-27 23:57:54.270721 INFO::Fitting model to feature number 844, F875 2024-03-27 23:57:54.274308 INFO::Fitting model to feature number 845, F876 2024-03-27 23:57:54.277896 INFO::Fitting model to feature number 846, F877 2024-03-27 23:57:54.281477 INFO::Fitting model to feature number 847, F878 2024-03-27 23:57:54.285028 INFO::Fitting model to feature number 848, F879 2024-03-27 23:57:54.288525 INFO::Fitting model to feature number 849, F880 2024-03-27 23:57:54.292019 INFO::Fitting model to feature number 850, F881 2024-03-27 23:57:54.295463 INFO::Fitting model to feature number 851, F882 2024-03-27 23:57:54.29895 INFO::Fitting model to feature number 852, F883 2024-03-27 23:57:54.302404 INFO::Fitting model to feature number 853, F884 2024-03-27 23:57:54.305885 INFO::Fitting model to feature number 854, F885 2024-03-27 23:57:54.309388 INFO::Fitting model to feature number 855, F886 2024-03-27 23:57:54.312909 INFO::Fitting model to feature number 856, F887 2024-03-27 23:57:54.31643 INFO::Fitting model to feature number 857, F888 2024-03-27 23:57:54.319955 INFO::Fitting model to feature number 858, F889 2024-03-27 23:57:54.323514 INFO::Fitting model to feature number 859, F890 2024-03-27 23:57:54.327062 INFO::Fitting model to feature number 860, F891 2024-03-27 23:57:54.330626 INFO::Fitting model to feature number 861, F892 2024-03-27 23:57:54.334131 INFO::Fitting model to feature number 862, F893 2024-03-27 23:57:54.33759 INFO::Fitting model to feature number 863, F894 2024-03-27 23:57:54.341001 INFO::Fitting model to feature number 864, F895 2024-03-27 23:57:54.344457 INFO::Fitting model to feature number 865, F896 2024-03-27 23:57:54.347893 INFO::Fitting model to feature number 866, F897 2024-03-27 23:57:54.351351 INFO::Fitting model to feature number 867, F898 2024-03-27 23:57:54.35481 INFO::Fitting model to feature number 868, F899 2024-03-27 23:57:54.358286 INFO::Fitting model to feature number 869, F900 2024-03-27 23:57:54.520035 INFO::Counting total values for each feature 2024-03-27 23:57:54.647537 INFO::Writing filtered data to file maaslin2_output/features/filtered_data.tsv 2024-03-27 23:57:54.793912 INFO::Writing filtered, normalized data to file maaslin2_output/features/filtered_data_norm.tsv 2024-03-27 23:57:54.940215 INFO::Writing filtered, normalized, transformed data to file maaslin2_output/features/filtered_data_norm_transformed.tsv 2024-03-27 23:57:55.086659 WARNING::Deleting existing residuals file: maaslin2_output/fits/residuals.rds 2024-03-27 23:57:55.088655 INFO::Writing residuals to file maaslin2_output/fits/residuals.rds 2024-03-27 23:57:55.136121 WARNING::Deleting existing fitted file: maaslin2_output/fits/fitted.rds 2024-03-27 23:57:55.137944 INFO::Writing fitted values to file maaslin2_output/fits/fitted.rds 2024-03-27 23:57:55.178359 INFO::Writing all results to file (ordered by increasing q-values): maaslin2_output/all_results.tsv 2024-03-27 23:57:55.200145 INFO::Writing the significant results (those which are less than or equal to the threshold of 0.250000 ) to file (ordered by increasing q-values): maaslin2_output/significant_results.tsv 2024-03-27 23:57:55.21003 INFO::Writing heatmap of significant results to file: maaslin2_output/heatmap.pdf [ FAIL 0 | WARN 0 | SKIP 0 | PASS 20 ] > > proc.time() user system elapsed 57.967 2.057 218.969
Macarron.Rcheck/Macarron-Ex.timings
name | user | system | elapsed | |
Macarron | 13.258 | 0.496 | 13.721 | |
calAVA | 4.707 | 0.096 | 4.804 | |
calES | 8.090 | 0.236 | 8.327 | |
calQval | 7.362 | 0.172 | 7.535 | |
decorateID | 1.243 | 0.048 | 97.597 | |
findMacMod | 2.715 | 0.128 | 2.843 | |
makeDisMat | 1.772 | 0.040 | 1.812 | |
prepInput | 0.051 | 0.008 | 0.059 | |
prioritize | 8.810 | 0.304 | 9.115 | |
showBest | 8.903 | 0.216 | 9.119 | |