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This page was generated on 2026-04-23 11:32 -0400 (Thu, 23 Apr 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.4 LTS)x86_644.6.0 RC (2026-04-17 r89917) -- "Because it was There" 4796
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 917/2351HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.27.0  (landing page)
Britta Velten
Snapshot Date: 2026-04-22 13:45 -0400 (Wed, 22 Apr 2026)
git_url: https://git.bioconductor.org/packages/graper
git_branch: devel
git_last_commit: 95474d7
git_last_commit_date: 2025-10-29 10:49:21 -0400 (Wed, 29 Oct 2025)
nebbiolo2Linux (Ubuntu 24.04.4 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
See other builds for graper in R Universe.

CHECK results for graper on nebbiolo2

To the developers/maintainers of the graper package:
- Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/graper.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.

raw results


Summary

Package: graper
Version: 1.27.0
Command: /home/biocbuild/bbs-3.24-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.24-bioc/R/site-library --timings graper_1.27.0.tar.gz
StartedAt: 2026-04-23 00:12:23 -0400 (Thu, 23 Apr 2026)
EndedAt: 2026-04-23 00:13:55 -0400 (Thu, 23 Apr 2026)
EllapsedTime: 91.1 seconds
RetCode: 0
Status:   OK  
CheckDir: graper.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/bbs-3.24-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.24-bioc/R/site-library --timings graper_1.27.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/home/biocbuild/bbs-3.24-bioc/meat/graper.Rcheck’
* using R version 4.6.0 RC (2026-04-17 r89917)
* using platform: x86_64-pc-linux-gnu
* R was compiled by
    gcc (Ubuntu 13.3.0-6ubuntu2~24.04.1) 13.3.0
    GNU Fortran (Ubuntu 13.3.0-6ubuntu2~24.04.1) 13.3.0
* running under: Ubuntu 24.04.4 LTS
* using session charset: UTF-8
* current time: 2026-04-23 04:12:24 UTC
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.27.0’
* 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 ‘graper’ can be installed ... OK
* used C++ compiler: ‘g++ (Ubuntu 13.3.0-6ubuntu2~24.04.1) 13.3.0’
* checking installed package size ... INFO
  installed size is  6.2Mb
  sub-directories of 1Mb or more:
    libs   6.0Mb
* 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 code 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 ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... NOTE
checkRd: (-1) predict.graper.Rd:19-21: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:23-24: Lost braces in \itemize; meant \describe ?
* 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 line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... INFO
Note: information on .o files is not available
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
  Running ‘testthat.R’
 OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking re-building of vignette outputs ... OK
* checking PDF version of manual ... OK
* DONE

Status: 1 NOTE
See
  ‘/home/biocbuild/bbs-3.24-bioc/meat/graper.Rcheck/00check.log’
for details.

Installation output

graper.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/bbs-3.24-bioc/R/bin/R CMD INSTALL graper
###
##############################################################################
##############################################################################


* installing to library ‘/home/biocbuild/bbs-3.24-bioc/R/site-library’
* installing *source* package ‘graper’ ...
** this is package ‘graper’ version ‘1.27.0’
** using staged installation
** libs
using C++ compiler: ‘g++ (Ubuntu 13.3.0-6ubuntu2~24.04.1) 13.3.0’
g++ -std=gnu++20 -I"/home/biocbuild/bbs-3.24-bioc/R/include" -DNDEBUG  -I'/home/biocbuild/bbs-3.24-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.24-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.24-bioc/R/site-library/BH/include' -I/usr/local/include    -fpic  -g -O2  -Wall -Werror=format-security  -c RcppExports.cpp -o RcppExports.o
g++ -std=gnu++20 -I"/home/biocbuild/bbs-3.24-bioc/R/include" -DNDEBUG  -I'/home/biocbuild/bbs-3.24-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.24-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.24-bioc/R/site-library/BH/include' -I/usr/local/include    -fpic  -g -O2  -Wall -Werror=format-security  -c fit_graper.cpp -o fit_graper.o
g++ -std=gnu++20 -shared -L/home/biocbuild/bbs-3.24-bioc/R/lib -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -llapack -L/home/biocbuild/bbs-3.24-bioc/R/lib -lRblas -lgfortran -lm -lquadmath -L/home/biocbuild/bbs-3.24-bioc/R/lib -lR
installing to /home/biocbuild/bbs-3.24-bioc/R/site-library/00LOCK-graper/00new/graper/libs
** R
** 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
** checking absolute paths in shared objects and dynamic libraries
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (graper)

Tests output

graper.Rcheck/tests/testthat.Rout


R version 4.6.0 RC (2026-04-17 r89917) -- "Because it was There"
Copyright (C) 2026 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu

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(graper)
> 
> test_check("graper")
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-844.469
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-560.517
ELB improved by 283.952

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-497.007
ELB improved by 63.5098

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.687
ELB improved by 39.32

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.713
ELB improved by 17.9739

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.801
ELB improved by 7.91199

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.764
ELB improved by 5.03763

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.422
ELB improved by 4.34183

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.093
ELB improved by 4.3293

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.412
ELB improved by 4.68077

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.153
ELB improved by 5.25922

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.296
ELB improved by 5.85666

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.197
ELB improved by 6.09853

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.569
ELB improved by 5.62816

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.007
ELB improved by 4.56195

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.64
ELB improved by 3.36741

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.358
ELB improved by 2.28189

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.881
ELB improved by 1.47702

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.905
ELB improved by 0.976415

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.223
ELB improved by 0.681163

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.721
ELB improved by 0.502097

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.335
ELB improved by 0.386566

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.028
ELB improved by 0.307256

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.777
ELB improved by 0.250107

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.57
ELB improved by 0.207464

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.395
ELB improved by 0.174833

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.246
ELB improved by 0.149391

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.116
ELB improved by 0.129268

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.003
ELB improved by 0.113178

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.903
ELB improved by 0.100206

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.813
ELB improved by 0.0896845

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.732
ELB improved by 0.0811179

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.658
ELB improved by 0.0741313

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.59
ELB improved by 0.0684381

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.526
ELB improved by 0.0638171

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.466
ELB improved by 0.0600972

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.409
ELB improved by 0.0571454

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.354
ELB improved by 0.0548586

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.301
ELB improved by 0.0531578

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.249
ELB improved by 0.0519828

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.197
ELB improved by 0.0512891

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.146
ELB improved by 0.0510455

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.095
ELB improved by 0.0512322

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.043
ELB improved by 0.0518394

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.99
ELB improved by 0.0528669

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.936
ELB improved by 0.0543237

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.88
ELB improved by 0.056228

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.821
ELB improved by 0.0586072

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.76
ELB improved by 0.0614985

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.695
ELB improved by 0.064949

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.626
ELB improved by 0.0690165

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.552
ELB improved by 0.0737688

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.473
ELB improved by 0.0792839

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.387
ELB improved by 0.0856488

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.294
ELB improved by 0.0929572

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.193
ELB improved by 0.101306

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.082
ELB improved by 0.110791

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.96
ELB improved by 0.121499

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.827
ELB improved by 0.133498

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.68
ELB improved by 0.146828

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.519
ELB improved by 0.16149

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.341
ELB improved by 0.177428

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.147
ELB improved by 0.19452

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.934
ELB improved by 0.212555

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.703
ELB improved by 0.231209

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.453
ELB improved by 0.249988

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.185
ELB improved by 0.268137

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.9
ELB improved by 0.284559

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.602
ELB improved by 0.297865

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.296
ELB improved by 0.306779

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.985
ELB improved by 0.310847

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.674
ELB improved by 0.310795

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.366
ELB improved by 0.307654

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.065
ELB improved by 0.301086

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.776
ELB improved by 0.28906

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.507
ELB improved by 0.269424

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.265
ELB improved by 0.241745

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.055
ELB improved by 0.209598

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.876
ELB improved by 0.179213

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.723
ELB improved by 0.153513

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.592
ELB improved by 0.130817

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.483
ELB improved by 0.108743

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.396
ELB improved by 0.0871239

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.328
ELB improved by 0.0675921

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.277
ELB improved by 0.0515841

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.237
ELB improved by 0.0393493

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.207
ELB improved by 0.030299

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.184
ELB improved by 0.0236347

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.165
ELB improved by 0.0186766

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.15
ELB improved by 0.0149329

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.138
ELB improved by 0.012066

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.128
ELB improved by 0.00984502

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-903.92
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-584.718
ELB improved by 319.202

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-524.707
ELB improved by 60.0112

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-486.12
ELB improved by 38.5865

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-469.396
ELB improved by 16.7248

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-462.518
ELB improved by 6.87782

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.007
ELB improved by 4.51054

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.981
ELB improved by 4.02655

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.955
ELB improved by 4.02567

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.764
ELB improved by 4.19079

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.408
ELB improved by 4.35644

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.091
ELB improved by 4.31724

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.23
ELB improved by 3.86106

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.22
ELB improved by 3.00996

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.14
ELB improved by 2.07915

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.79
ELB improved by 1.35037

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.906
ELB improved by 0.883767

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.294
ELB improved by 0.611854

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.839
ELB improved by 0.455206

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.478
ELB improved by 0.360769

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.179
ELB improved by 0.299377

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.923
ELB improved by 0.256136

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.699
ELB improved by 0.223547

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.502
ELB improved by 0.197762

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.325
ELB improved by 0.176711

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.166
ELB improved by 0.159205

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.021
ELB improved by 0.144502

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.889
ELB improved by 0.132096

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.767
ELB improved by 0.121615

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.655
ELB improved by 0.112773

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.549
ELB improved by 0.105337

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.45
ELB improved by 0.099114

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.356
ELB improved by 0.0939429

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.267
ELB improved by 0.0896877

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.18
ELB improved by 0.0862338

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.097
ELB improved by 0.0834857

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.016
ELB improved by 0.0813642

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.936
ELB improved by 0.0798053

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.857
ELB improved by 0.0787594

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.779
ELB improved by 0.0781913

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.701
ELB improved by 0.0780812

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.622
ELB improved by 0.0784278

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.543
ELB improved by 0.0792525

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.462
ELB improved by 0.0806082

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.38
ELB improved by 0.0825918

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.294
ELB improved by 0.0853659

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.205
ELB improved by 0.0891939

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.111
ELB improved by 0.0944954

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.009
ELB improved by 0.101934

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.896
ELB improved by 0.112539

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.768
ELB improved by 0.127824

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.619
ELB improved by 0.149699

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.439
ELB improved by 0.179526

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.224
ELB improved by 0.215316

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.976
ELB improved by 0.248263

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.709
ELB improved by 0.266637

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.44
ELB improved by 0.269452

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.171
ELB improved by 0.26907

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.89
ELB improved by 0.280052

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.573
ELB improved by 0.317695

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.171
ELB improved by 0.401657

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.646
ELB improved by 0.524997

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.047
ELB improved by 0.599157

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.46
ELB improved by 0.587189

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.905
ELB improved by 0.554359

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.389
ELB improved by 0.516481

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.925
ELB improved by 0.463819

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.524
ELB improved by 0.400948

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.184
ELB improved by 0.339704

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.897
ELB improved by 0.287404

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.651
ELB improved by 0.246235

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.433
ELB improved by 0.217466

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.228
ELB improved by 0.205265

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.011
ELB improved by 0.217063

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.76
ELB improved by 0.250673

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.492
ELB improved by 0.268761

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.255
ELB improved by 0.236468

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.073
ELB improved by 0.182416

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.936
ELB improved by 0.13694

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.833
ELB improved by 0.103145

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.755
ELB improved by 0.0780803

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.695
ELB improved by 0.059672

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.648
ELB improved by 0.0464052

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.611
ELB improved by 0.0369853

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.581
ELB improved by 0.0303362

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.556
ELB improved by 0.025628

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.533
ELB improved by 0.0222598

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.513
ELB improved by 0.0198137

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.495
ELB improved by 0.0180056

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.479
ELB improved by 0.0166433

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.463
ELB improved by 0.0155948

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.448
ELB improved by 0.0147658

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.434
ELB improved by 0.0140846

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.421
ELB improved by 0.0134925

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.408
ELB improved by 0.0129392

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.396
ELB improved by 0.0123825

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.384
ELB improved by 0.0117898

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.373
ELB improved by 0.0111418

iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.362
ELB improved by 0.010435

iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.352
ELB improved by 0.00968126

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-849.496
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-573.699
ELB improved by 275.797

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-512.898
ELB improved by 60.8007

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-469.675
ELB improved by 43.2227

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.745
ELB improved by 19.9303

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.452
ELB improved by 7.29268

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.925
ELB improved by 3.52742

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.833
ELB improved by 2.09247

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.426
ELB improved by 1.40695

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.377
ELB improved by 1.04885

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.523
ELB improved by 0.853436

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.774
ELB improved by 0.749002

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.074
ELB improved by 0.700694

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.383
ELB improved by 0.690351

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.675
ELB improved by 0.707993

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.928
ELB improved by 0.74767

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.122
ELB improved by 0.805137

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.246
ELB improved by 0.876101

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.292
ELB improved by 0.954317

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.263
ELB improved by 1.02935

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.177
ELB improved by 1.08559

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.071
ELB improved by 1.10599

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.99
ELB improved by 1.08084

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.977
ELB improved by 1.01329

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.062
ELB improved by 0.914792

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.265
ELB improved by 0.797113

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.594
ELB improved by 0.670984

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.045
ELB improved by 0.548683

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.603
ELB improved by 0.442152

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.245
ELB improved by 0.357997

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.949
ELB improved by 0.296127

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.697
ELB improved by 0.252581

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.474
ELB improved by 0.222627

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.272
ELB improved by 0.202282

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.083
ELB improved by 0.18865

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.903
ELB improved by 0.179793

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.729
ELB improved by 0.174512

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.557
ELB improved by 0.172159

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.384
ELB improved by 0.172517

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.208
ELB improved by 0.175736

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.026
ELB improved by 0.182329

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.833
ELB improved by 0.193232

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.623
ELB improved by 0.209947

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.388
ELB improved by 0.234816

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.116
ELB improved by 0.271516

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.791
ELB improved by 0.325896

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.383
ELB improved by 0.4071

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.855
ELB improved by 0.528186

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.152
ELB improved by 0.703539

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.218
ELB improved by 0.933498

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.023
ELB improved by 1.19482

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.511
ELB improved by 1.51233

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.719
ELB improved by 1.7918

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.869
ELB improved by 1.85001

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.031
ELB improved by 1.83787

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.426
ELB improved by 1.60528

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.232
ELB improved by 1.19429

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.388
ELB improved by 0.84357

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.786
ELB improved by 0.602203

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.337
ELB improved by 0.4489

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.985
ELB improved by 0.351769

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.706
ELB improved by 0.278906

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.493
ELB improved by 0.213115

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.337
ELB improved by 0.156465

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.222
ELB improved by 0.11536

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.133
ELB improved by 0.089046

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.06
ELB improved by 0.0723668

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.999
ELB improved by 0.0607883

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.948
ELB improved by 0.0517986

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.903
ELB improved by 0.0443725

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.865
ELB improved by 0.0381807

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.832
ELB improved by 0.0330814

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.803
ELB improved by 0.0289279

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.777
ELB improved by 0.025551

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.755
ELB improved by 0.0227882

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.734
ELB improved by 0.0205043

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.716
ELB improved by 0.0185953

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.699
ELB improved by 0.0169847

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.683
ELB improved by 0.0156166

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.669
ELB improved by 0.0144508

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.655
ELB improved by 0.0134578

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.642
ELB improved by 0.0126167

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.631
ELB improved by 0.0119135

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.619
ELB improved by 0.0113399

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.608
ELB improved by 0.0108938

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.598
ELB improved by 0.0105802

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.587
ELB improved by 0.0104132

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.577
ELB improved by 0.0104191

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.566
ELB improved by 0.0106429

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.555
ELB improved by 0.011157

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.543
ELB improved by 0.0120753

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.529
ELB improved by 0.0135734

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.514
ELB improved by 0.0159118

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.494
ELB improved by 0.0194462

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.469
ELB improved by 0.0245766

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.438
ELB improved by 0.0315184

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.398
ELB improved by 0.0397447

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.351
ELB improved by 0.0472225

iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.301
ELB improved by 0.050476

iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.254
ELB improved by 0.0468622

iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.216
ELB improved by 0.0375126

iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.19
ELB improved by 0.0266457

iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.172
ELB improved by 0.0178131

iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.16
ELB improved by 0.012032

iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.151
ELB improved by 0.00869501

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-880.458
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-565.649
ELB improved by 314.809

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-501.373
ELB improved by 64.2755

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-465.913
ELB improved by 35.4602

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.678
ELB improved by 15.2351

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.274
ELB improved by 7.40424

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.187
ELB improved by 5.08727

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.692
ELB improved by 4.4949

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.344
ELB improved by 4.34786

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.099
ELB improved by 4.24485

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.101
ELB improved by 3.99835

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.557
ELB improved by 3.54365

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.62
ELB improved by 2.9374

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.317
ELB improved by 2.30271

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.566
ELB improved by 1.75135

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.22
ELB improved by 1.34575

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.12
ELB improved by 1.09994

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.125
ELB improved by 0.994362

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.122
ELB improved by 1.00368

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405
ELB improved by 1.12223

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.634
ELB improved by 1.36537

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.91
ELB improved by 1.72388

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.78
ELB improved by 2.12995

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.251
ELB improved by 2.52911

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.416
ELB improved by 2.83529

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.436
ELB improved by 2.98025

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.529
ELB improved by 2.90662

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.98
ELB improved by 2.54867

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.001
ELB improved by 1.97913

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.62
ELB improved by 1.38156

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.718
ELB improved by 0.901844

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.139
ELB improved by 0.578817

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.758
ELB improved by 0.380758

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.497
ELB improved by 0.261781

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.308
ELB improved by 0.188292

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.168
ELB improved by 0.14074

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.059
ELB improved by 0.108519

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.973
ELB improved by 0.0858212

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.904
ELB improved by 0.0693289

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.847
ELB improved by 0.0570406

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.799
ELB improved by 0.0476888

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.759
ELB improved by 0.0404377

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.724
ELB improved by 0.0347194

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.694
ELB improved by 0.0301383

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.667
ELB improved by 0.0264143

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.644
ELB improved by 0.0233456

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.623
ELB improved by 0.0207853

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.605
ELB improved by 0.0186248

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.588
ELB improved by 0.016783

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.573
ELB improved by 0.0151985

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.559
ELB improved by 0.0138246

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.546
ELB improved by 0.0126247

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.535
ELB improved by 0.0115705

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.524
ELB improved by 0.0106391

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.514
ELB improved by 0.00981237

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.371   0.198   2.558

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0480.0080.058
getPIPs0.0750.0140.089
graper0.0820.0020.084
makeExampleData0.0090.0000.010
makeExampleDataWithUnequalGroups0.0110.0000.011
plotELBO0.3030.0100.313
plotGroupPenalties0.9390.0030.943
plotPosterior0.6520.0020.655
predict.graper2.0630.0142.078
print.graper0.0460.0080.053