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This page was generated on 2026-02-14 11:32 -0500 (Sat, 14 Feb 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_64R Under development (unstable) (2026-01-15 r89304) -- "Unsuffered Consequences" 4864
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 926/2352HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.27.0  (landing page)
Britta Velten
Snapshot Date: 2026-02-13 13:40 -0500 (Fri, 13 Feb 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 -0500 (Wed, 29 Oct 2025)
nebbiolo1Linux (Ubuntu 24.04.3 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 nebbiolo1

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-3.23-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.23-bioc/R/site-library --timings graper_1.27.0.tar.gz
StartedAt: 2026-02-14 00:28:32 -0500 (Sat, 14 Feb 2026)
EndedAt: 2026-02-14 00:30:04 -0500 (Sat, 14 Feb 2026)
EllapsedTime: 92.1 seconds
RetCode: 0
Status:   OK  
CheckDir: graper.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/bbs-3.23-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.23-bioc/R/site-library --timings graper_1.27.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/home/biocbuild/bbs-3.23-bioc/meat/graper.Rcheck’
* using R Under development (unstable) (2026-01-15 r89304)
* using platform: x86_64-pc-linux-gnu
* R was compiled by
    gcc (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0
    GNU Fortran (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0
* running under: Ubuntu 24.04.3 LTS
* using session charset: UTF-8
* 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) 13.3.0’
* 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 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-3.23-bioc/meat/graper.Rcheck/00check.log’
for details.


Installation output

graper.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/bbs-3.23-bioc/R/bin/R CMD INSTALL graper
###
##############################################################################
##############################################################################


* installing to library ‘/home/biocbuild/bbs-3.23-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) 13.3.0’
g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.23-bioc/R/include" -DNDEBUG  -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.23-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++17 -I"/home/biocbuild/bbs-3.23-bioc/R/include" -DNDEBUG  -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.23-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++17 -shared -L/home/biocbuild/bbs-3.23-bioc/R/lib -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -llapack -L/home/biocbuild/bbs-3.23-bioc/R/lib -lRblas -lgfortran -lm -lquadmath -L/home/biocbuild/bbs-3.23-bioc/R/lib -lR
installing to /home/biocbuild/bbs-3.23-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 Under development (unstable) (2026-01-15 r89304) -- "Unsuffered Consequences"
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=-873.837
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-576.437
ELB improved by 297.399

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-516.739
ELB improved by 59.6981

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-479.795
ELB improved by 36.9441

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-463.173
ELB improved by 16.6224

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.479
ELB improved by 7.69361

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.677
ELB improved by 4.80179

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.867
ELB improved by 3.81078

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.418
ELB improved by 3.44854

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.043
ELB improved by 3.3751

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.583
ELB improved by 3.46006

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.958
ELB improved by 3.6248

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.188
ELB improved by 3.77016

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.441
ELB improved by 3.74689

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.013
ELB improved by 3.42805

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.164
ELB improved by 2.84937

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.977
ELB improved by 2.18656

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.382
ELB improved by 1.59551

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.243
ELB improved by 1.13886

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.428
ELB improved by 0.814524

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.831
ELB improved by 0.597

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.375
ELB improved by 0.456077

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.011
ELB improved by 0.36451

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.708
ELB improved by 0.302698

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.449
ELB improved by 0.258768

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.223
ELB improved by 0.226072

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.022
ELB improved by 0.200888

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.841
ELB improved by 0.181033

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.676
ELB improved by 0.165135

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.524
ELB improved by 0.152274

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.382
ELB improved by 0.141804

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.249
ELB improved by 0.133257

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.122
ELB improved by 0.126291

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.002
ELB improved by 0.120662

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.886
ELB improved by 0.116202

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.773
ELB improved by 0.112816

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.662
ELB improved by 0.110473

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.553
ELB improved by 0.109213

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.444
ELB improved by 0.10915

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.333
ELB improved by 0.110483

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.22
ELB improved by 0.113521

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.101
ELB improved by 0.118697

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.975
ELB improved by 0.126567

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.837
ELB improved by 0.137708

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.685
ELB improved by 0.152415

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.514
ELB improved by 0.170267

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.324
ELB improved by 0.190132

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.113
ELB improved by 0.211325

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.878
ELB improved by 0.234891

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.615
ELB improved by 0.262674

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.321
ELB improved by 0.294587

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.993
ELB improved by 0.327544

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.635
ELB improved by 0.358242

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.248
ELB improved by 0.386934

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.831
ELB improved by 0.41721

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.378
ELB improved by 0.452899

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.882
ELB improved by 0.496252

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.334
ELB improved by 0.547447

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.731
ELB improved by 0.603538

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.074
ELB improved by 0.656499

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.382
ELB improved by 0.692354

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.687
ELB improved by 0.695082

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.031
ELB improved by 0.655678

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.452
ELB improved by 0.5789

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.972
ELB improved by 0.480586

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.593
ELB improved by 0.378787

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.306
ELB improved by 0.286766

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.095
ELB improved by 0.211063

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.942
ELB improved by 0.152851

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.832
ELB improved by 0.110151

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.752
ELB improved by 0.0797448

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.694
ELB improved by 0.058415

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.65
ELB improved by 0.0435099

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.617
ELB improved by 0.0330551

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.592
ELB improved by 0.0256589

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.571
ELB improved by 0.0203658

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.555
ELB improved by 0.0165266

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.541
ELB improved by 0.0137008

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.529
ELB improved by 0.0115883

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.519
ELB improved by 0.00998309

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-833.155
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-586.722
ELB improved by 246.433

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-528.09
ELB improved by 58.6324

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-483.541
ELB improved by 44.5487

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.644
ELB improved by 22.8975

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.181
ELB improved by 10.4624

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.94
ELB improved by 6.24111

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.828
ELB improved by 5.11218

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.814
ELB improved by 5.01368

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.686
ELB improved by 5.12793

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.811
ELB improved by 4.87521

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.861
ELB improved by 3.9505

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.167
ELB improved by 2.69368

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.49
ELB improved by 1.67666

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.423
ELB improved by 1.06698

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.685
ELB improved by 0.738964

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.125
ELB improved by 0.559533

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.67
ELB improved by 0.455406

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.278
ELB improved by 0.391281

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.928
ELB improved by 0.349882

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.606
ELB improved by 0.322363

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.302
ELB improved by 0.303912

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.01
ELB improved by 0.291626

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.727
ELB improved by 0.283462

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.449
ELB improved by 0.277794

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.176
ELB improved by 0.273392

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.906
ELB improved by 0.269597

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.64
ELB improved by 0.266407

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.376
ELB improved by 0.26432

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.111
ELB improved by 0.264144

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.844
ELB improved by 0.267035

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.569
ELB improved by 0.274905

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.278
ELB improved by 0.291331

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.955
ELB improved by 0.323288

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.571
ELB improved by 0.383771

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.081
ELB improved by 0.489613

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.452
ELB improved by 0.629924

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.722
ELB improved by 0.729847

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.961
ELB improved by 0.760179

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.186
ELB improved by 0.775877

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.386
ELB improved by 0.799334

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.564
ELB improved by 0.822243

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.732
ELB improved by 0.832081

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.914
ELB improved by 0.817659

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.142
ELB improved by 0.772583

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.443
ELB improved by 0.69858

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.839
ELB improved by 0.603909

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.341
ELB improved by 0.498468

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.948
ELB improved by 0.392739

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.65
ELB improved by 0.298136

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.427
ELB improved by 0.222491

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.261
ELB improved by 0.166571

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.134
ELB improved by 0.126531

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.036
ELB improved by 0.0977996

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.96
ELB improved by 0.0768294

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.898
ELB improved by 0.0612292

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.849
ELB improved by 0.049429

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.809
ELB improved by 0.0403793

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.775
ELB improved by 0.0333573

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.747
ELB improved by 0.0278519

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.724
ELB improved by 0.0234944

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.704
ELB improved by 0.0200145

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.687
ELB improved by 0.0172117

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.672
ELB improved by 0.0149356

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.659
ELB improved by 0.0130724

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.647
ELB improved by 0.0115352

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.637
ELB improved by 0.0102573

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.628
ELB improved by 0.00918709

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-888.881
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-577.406
ELB improved by 311.475

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-521.324
ELB improved by 56.082

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-488.86
ELB improved by 32.4634

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-475.549
ELB improved by 13.3108

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-469.376
ELB improved by 6.17345

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-465.068
ELB improved by 4.30771

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.174
ELB improved by 3.89395

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.352
ELB improved by 3.82195

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.689
ELB improved by 3.66381

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.438
ELB improved by 3.25096

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.817
ELB improved by 2.62041

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.862
ELB improved by 1.95489

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.446
ELB improved by 1.41622

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.399
ELB improved by 1.04666

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.593
ELB improved by 0.806496

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.955
ELB improved by 0.638125

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.455
ELB improved by 0.499488

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.074
ELB improved by 0.38124

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.782
ELB improved by 0.292086

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.55
ELB improved by 0.231963

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.358
ELB improved by 0.191941

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.194
ELB improved by 0.163864

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.051
ELB improved by 0.142926

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.925
ELB improved by 0.126531

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.812
ELB improved by 0.113219

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.71
ELB improved by 0.102108

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.617
ELB improved by 0.0926382

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.532
ELB improved by 0.0844379

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.455
ELB improved by 0.0772499

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.384
ELB improved by 0.0708904

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.319
ELB improved by 0.0652235

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.259
ELB improved by 0.0601452

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.203
ELB improved by 0.055574

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.152
ELB improved by 0.0514441

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.104
ELB improved by 0.0477014

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.06
ELB improved by 0.0443008

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.019
ELB improved by 0.0412039

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.98
ELB improved by 0.0383779

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.945
ELB improved by 0.0357943

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.911
ELB improved by 0.0334283

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.88
ELB improved by 0.0312583

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.851
ELB improved by 0.0292652

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.823
ELB improved by 0.027432

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.797
ELB improved by 0.0257439

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.773
ELB improved by 0.0241875

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.75
ELB improved by 0.0227509

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.729
ELB improved by 0.0214235

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.709
ELB improved by 0.0201958

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.69
ELB improved by 0.0190593

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.672
ELB improved by 0.0180061

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.655
ELB improved by 0.0170294

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.639
ELB improved by 0.0161229

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.623
ELB improved by 0.0152809

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.609
ELB improved by 0.0144983

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.595
ELB improved by 0.0137704

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.582
ELB improved by 0.013093

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.57
ELB improved by 0.0124621

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.558
ELB improved by 0.0118742

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.546
ELB improved by 0.0113262

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.535
ELB improved by 0.0108151

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.525
ELB improved by 0.0103381

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.515
ELB improved by 0.00989278

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-873.055
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-585.723
ELB improved by 287.332

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-527.098
ELB improved by 58.625

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-484.574
ELB improved by 42.5247

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.747
ELB improved by 22.8271

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.735
ELB improved by 10.0113

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.127
ELB improved by 4.60861

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.165
ELB improved by 2.96185

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.754
ELB improved by 2.41034

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.503
ELB improved by 2.25177

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.217
ELB improved by 2.28607

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.777
ELB improved by 2.43974

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.096
ELB improved by 2.68044

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.126
ELB improved by 2.97051

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.915
ELB improved by 3.21096

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.681
ELB improved by 3.2344

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.728
ELB improved by 2.95285

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.247
ELB improved by 2.48066

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.237
ELB improved by 2.00995

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.64
ELB improved by 1.59753

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.416
ELB improved by 1.22392

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.475
ELB improved by 0.94027

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.715
ELB improved by 0.760728

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.065
ELB improved by 0.649868

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.489
ELB improved by 0.575322

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.967
ELB improved by 0.522901

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.476
ELB improved by 0.490133

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408
ELB improved by 0.476432

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.52
ELB improved by 0.480219

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.021
ELB improved by 0.499148

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.493
ELB improved by 0.527496

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.94
ELB improved by 0.552935

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.376
ELB improved by 0.564157

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.812
ELB improved by 0.564075

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.247
ELB improved by 0.564589

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.672
ELB improved by 0.575571

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.066
ELB improved by 0.605921

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.395
ELB improved by 0.670409

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.597
ELB improved by 0.798079

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.574
ELB improved by 1.02319

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.292
ELB improved by 1.28184

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.901
ELB improved by 1.39153

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.551
ELB improved by 1.35007

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.318
ELB improved by 1.23292

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.254
ELB improved by 1.06345

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.392
ELB improved by 0.86207

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.733
ELB improved by 0.659539

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.247
ELB improved by 0.485474

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.893
ELB improved by 0.354673

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.626
ELB improved by 0.26654

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.412
ELB improved by 0.213886

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.223
ELB improved by 0.189614

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.037
ELB improved by 0.186038

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.85
ELB improved by 0.186879

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.681
ELB improved by 0.168777

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.551
ELB improved by 0.129424

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.461
ELB improved by 0.0900263

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.399
ELB improved by 0.0625612

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.354
ELB improved by 0.0453579

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.319
ELB improved by 0.0343082

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.292
ELB improved by 0.026829

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.271
ELB improved by 0.0215819

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.253
ELB improved by 0.017821

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.238
ELB improved by 0.0150739

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.225
ELB improved by 0.0130224

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.213
ELB improved by 0.0114523

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.203
ELB improved by 0.010221

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.194
ELB improved by 0.0092342

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.306   0.210   2.503 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0480.0180.067
getPIPs0.0540.0100.062
graper0.0830.0150.099
makeExampleData0.0110.0000.010
makeExampleDataWithUnequalGroups0.0110.0010.013
plotELBO0.3140.0360.349
plotGroupPenalties1.0900.0511.142
plotPosterior0.6330.0240.657
predict.graper2.0520.0802.132
print.graper0.0480.0140.062