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This page was generated on 2026-02-04 11:32 -0500 (Wed, 04 Feb 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_64R Under development (unstable) (2026-01-15 r89304) -- "Unsuffered Consequences" 4852
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 922/2347HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.27.0  (landing page)
Britta Velten
Snapshot Date: 2026-02-03 13:40 -0500 (Tue, 03 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: 2026-02-04 00:10:16 -0500 (Wed, 04 Feb 2026)
EndedAt: 2026-02-04 00:11:47 -0500 (Wed, 04 Feb 2026)
EllapsedTime: 91.1 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=-844.301
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-601.277
ELB improved by 243.024

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-541.065
ELB improved by 60.2123

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-492.016
ELB improved by 49.0494

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.07
ELB improved by 27.9453

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.057
ELB improved by 12.0135

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.749
ELB improved by 6.3078

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.87
ELB improved by 4.87909

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.108
ELB improved by 4.76228

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.106
ELB improved by 5.00209

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.019
ELB improved by 5.08609

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.39
ELB improved by 4.62956

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.762
ELB improved by 3.62839

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.222
ELB improved by 2.53929

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.481
ELB improved by 1.74094

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.24
ELB improved by 1.24169

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.31
ELB improved by 0.929871

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.562
ELB improved by 0.747275

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.92
ELB improved by 0.642318

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.364
ELB improved by 0.556216

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.895
ELB improved by 0.468802

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.499
ELB improved by 0.395855

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.153
ELB improved by 0.346701

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.834
ELB improved by 0.318166

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.53
ELB improved by 0.304192

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.231
ELB improved by 0.299343

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.932
ELB improved by 0.298547

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.635
ELB improved by 0.297378

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.34
ELB improved by 0.294609

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.047
ELB improved by 0.293308

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.75
ELB improved by 0.297277

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.442
ELB improved by 0.307768

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.118
ELB improved by 0.323997

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.773
ELB improved by 0.34475

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.404
ELB improved by 0.369003

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.008
ELB improved by 0.395778

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.585
ELB improved by 0.423772

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.134
ELB improved by 0.451046

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.659
ELB improved by 0.474859

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.167
ELB improved by 0.49177

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.669
ELB improved by 0.498124

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.178
ELB improved by 0.490895

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.709
ELB improved by 0.468694

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.277
ELB improved by 0.432517

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.891
ELB improved by 0.385765

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.558
ELB improved by 0.333402

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.277
ELB improved by 0.280573

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.046
ELB improved by 0.23136

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.857
ELB improved by 0.188186

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.706
ELB improved by 0.151904

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.583
ELB improved by 0.122278

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.485
ELB improved by 0.0985108

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.405
ELB improved by 0.0796236

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.34
ELB improved by 0.0646735

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.288
ELB improved by 0.052844

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.244
ELB improved by 0.0434665

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.208
ELB improved by 0.0360088

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.178
ELB improved by 0.0300539

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.153
ELB improved by 0.0252777

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.131
ELB improved by 0.0214284

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.113
ELB improved by 0.0183107

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.097
ELB improved by 0.0157729

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.084
ELB improved by 0.0136967

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.072
ELB improved by 0.0119895

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.061
ELB improved by 0.0105789

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.052
ELB improved by 0.00940758

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-858.255
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-556.904
ELB improved by 301.351

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-498.887
ELB improved by 58.0166

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.631
ELB improved by 34.256

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.537
ELB improved by 14.0938

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.962
ELB improved by 6.57557

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.328
ELB improved by 4.6331

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.939
ELB improved by 4.3899

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.156
ELB improved by 4.78294

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.762
ELB improved by 5.3938

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.947
ELB improved by 5.81447

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.278
ELB improved by 5.66899

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.181
ELB improved by 5.09778

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.596
ELB improved by 4.58461

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.661
ELB improved by 3.93546

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.769
ELB improved by 2.89191

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.883
ELB improved by 1.88544

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.635
ELB improved by 1.24855

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.733
ELB improved by 0.90184

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.017
ELB improved by 0.716079

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.403
ELB improved by 0.613537

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.848
ELB improved by 0.555215

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.326
ELB improved by 0.522011

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.822
ELB improved by 0.50418

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.325
ELB improved by 0.49652

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.829
ELB improved by 0.496263

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.327
ELB improved by 0.50213

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.813
ELB improved by 0.513845

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.281
ELB improved by 0.531832

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.724
ELB improved by 0.556943

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.134
ELB improved by 0.590233

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.501
ELB improved by 0.632949

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.814
ELB improved by 0.687399

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.053
ELB improved by 0.760619

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.178
ELB improved by 0.87521

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.099
ELB improved by 1.07835

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.777
ELB improved by 1.32209

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.454
ELB improved by 1.32326

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.361
ELB improved by 1.09325

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.527
ELB improved by 0.834329

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.915
ELB improved by 0.61151

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.477
ELB improved by 0.437637

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.166
ELB improved by 0.310919

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.944
ELB improved by 0.222456

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.782
ELB improved by 0.161729

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.662
ELB improved by 0.119929

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.572
ELB improved by 0.0907742

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.501
ELB improved by 0.0700852

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.446
ELB improved by 0.0551396

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.402
ELB improved by 0.0441552

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.366
ELB improved by 0.0359489

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.337
ELB improved by 0.0297219

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.312
ELB improved by 0.024926

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.29
ELB improved by 0.0211791

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.272
ELB improved by 0.0182114

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.256
ELB improved by 0.0158298

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.242
ELB improved by 0.0138945

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.23
ELB improved by 0.0123031

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.219
ELB improved by 0.0109798

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.209
ELB improved by 0.0098679

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-867.615
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-552.129
ELB improved by 315.486

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-492.686
ELB improved by 59.4429

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.105
ELB improved by 28.5813

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.2
ELB improved by 10.9045

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.035
ELB improved by 5.16502

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.451
ELB improved by 3.58441

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.303
ELB improved by 3.14798

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.28
ELB improved by 3.02292

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.28
ELB improved by 2.99945

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.276
ELB improved by 3.00398

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.296
ELB improved by 2.98015

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.438
ELB improved by 2.85775

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.864
ELB improved by 2.5744

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.731
ELB improved by 2.13291

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.108
ELB improved by 1.62289

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.949
ELB improved by 1.15937

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.14
ELB improved by 0.808637

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.567
ELB improved by 0.57331

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.143
ELB improved by 0.42358

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.815
ELB improved by 0.327907

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.551
ELB improved by 0.264238

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.332
ELB improved by 0.219462

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.145
ELB improved by 0.186232

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.985
ELB improved by 0.160456

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.845
ELB improved by 0.139792

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.722
ELB improved by 0.122834

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.614
ELB improved by 0.108687

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.517
ELB improved by 0.09674

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.43
ELB improved by 0.0865523

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.353
ELB improved by 0.077793

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.282
ELB improved by 0.0702063

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.219
ELB improved by 0.0635916

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.161
ELB improved by 0.0577897

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.108
ELB improved by 0.0526729

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.06
ELB improved by 0.0481383

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.016
ELB improved by 0.0441021

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.976
ELB improved by 0.0404952

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.938
ELB improved by 0.0372606

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.904
ELB improved by 0.0343505

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.872
ELB improved by 0.0317246

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.843
ELB improved by 0.0293489

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.816
ELB improved by 0.0271941

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.79
ELB improved by 0.0252353

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.767
ELB improved by 0.0234508

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.745
ELB improved by 0.021822

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.725
ELB improved by 0.0203324

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.706
ELB improved by 0.0189678

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.688
ELB improved by 0.0177158

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.672
ELB improved by 0.0165651

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.656
ELB improved by 0.0155061

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.642
ELB improved by 0.0145302

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.628
ELB improved by 0.0136297

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.615
ELB improved by 0.0127976

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.603
ELB improved by 0.012028

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.592
ELB improved by 0.0113152

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.581
ELB improved by 0.0106545

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.571
ELB improved by 0.0100414

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.562
ELB improved by 0.00947188

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-830.843
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-558.291
ELB improved by 272.552

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-497.708
ELB improved by 60.5832

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-462.616
ELB improved by 35.0921

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.123
ELB improved by 12.4928

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.702
ELB improved by 4.42064

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.352
ELB improved by 2.34986

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.676
ELB improved by 1.67621

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.272
ELB improved by 1.40431

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.017
ELB improved by 1.25508

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.867
ELB improved by 1.14967

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.803
ELB improved by 1.06444

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.81
ELB improved by 0.992401

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.879
ELB improved by 0.931321

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.999
ELB improved by 0.879939

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.162
ELB improved by 0.836932

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.361
ELB improved by 0.800868

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.591
ELB improved by 0.770631

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.844
ELB improved by 0.74606

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.116
ELB improved by 0.728487

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.395
ELB improved by 0.720901

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.668
ELB improved by 0.727539

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.915
ELB improved by 0.752982

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.114
ELB improved by 0.801024

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.24
ELB improved by 0.873651

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.269
ELB improved by 0.970503

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.18
ELB improved by 1.08891

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.957
ELB improved by 1.22347

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.594
ELB improved by 1.36345

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.106
ELB improved by 1.48789

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.542
ELB improved by 1.56389

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.984
ELB improved by 1.5575

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.526
ELB improved by 1.45826

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.232
ELB improved by 1.29443

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.118
ELB improved by 1.11332

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.17
ELB improved by 0.948302

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.359
ELB improved by 0.810523

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.666
ELB improved by 0.693157

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.093
ELB improved by 0.573037

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.655
ELB improved by 0.438342

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.343
ELB improved by 0.311508

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.128
ELB improved by 0.215089

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.978
ELB improved by 0.150355

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.869
ELB improved by 0.108755

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.787
ELB improved by 0.0819939

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.723
ELB improved by 0.0644084

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.67
ELB improved by 0.0524945

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.626
ELB improved by 0.0441464

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.588
ELB improved by 0.0381042

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.554
ELB improved by 0.0336044

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.524
ELB improved by 0.030172

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.497
ELB improved by 0.0274997

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.471
ELB improved by 0.0253785

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.448
ELB improved by 0.0236576

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.426
ELB improved by 0.0222205

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.405
ELB improved by 0.0209722

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.385
ELB improved by 0.0198328

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.366
ELB improved by 0.0187369

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.348
ELB improved by 0.0176364

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.332
ELB improved by 0.0165047

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.316
ELB improved by 0.0153378

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.302
ELB improved by 0.0141515

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.289
ELB improved by 0.0129745

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.278
ELB improved by 0.0118396

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.267
ELB improved by 0.010775

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.257
ELB improved by 0.00980026

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.424   0.294   2.705 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0500.0250.075
getPIPs0.0490.0140.063
graper0.0860.0130.099
makeExampleData0.0080.0030.010
makeExampleDataWithUnequalGroups0.0120.0010.013
plotELBO0.3200.0250.344
plotGroupPenalties1.0990.0551.154
plotPosterior0.6410.0230.665
predict.graper2.0690.0562.125
print.graper0.0450.0150.061