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

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_64R Under development (unstable) (2026-01-15 r89304) -- "Unsuffered Consequences" 4862
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 926/2351HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.27.0  (landing page)
Britta Velten
Snapshot Date: 2026-02-10 13:40 -0500 (Tue, 10 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: 2026-02-11 00:38:02 -0500 (Wed, 11 Feb 2026)
EndedAt: 2026-02-11 00:39:34 -0500 (Wed, 11 Feb 2026)
EllapsedTime: 91.2 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=-868.425
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-583.472
ELB improved by 284.953

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-522.569
ELB improved by 60.9029

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-477.825
ELB improved by 44.7436

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.196
ELB improved by 21.6291

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.288
ELB improved by 7.90791

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.323
ELB improved by 3.96531

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.418
ELB improved by 2.90532

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.905
ELB improved by 2.51241

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.547
ELB improved by 2.35876

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.257
ELB improved by 2.29008

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.013
ELB improved by 2.2432

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.829
ELB improved by 2.18433

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.742
ELB improved by 2.08727

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.807
ELB improved by 1.9351

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.078
ELB improved by 1.72872

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.591
ELB improved by 1.48706

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.356
ELB improved by 1.2346

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.368
ELB improved by 0.988097

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.602
ELB improved by 0.766088

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.01
ELB improved by 0.59223

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.536
ELB improved by 0.473969

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.134
ELB improved by 0.401589

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.773
ELB improved by 0.361775

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.428
ELB improved by 0.344393

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.085
ELB improved by 0.34336

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.729
ELB improved by 0.355959

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.347
ELB improved by 0.382057

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.924
ELB improved by 0.423109

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.444
ELB improved by 0.4801

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.893
ELB improved by 0.550982

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.259
ELB improved by 0.633689

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.521
ELB improved by 0.73768

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.636
ELB improved by 0.885397

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.538
ELB improved by 1.09734

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.146
ELB improved by 1.39252

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.424
ELB improved by 1.72188

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.456
ELB improved by 1.96802

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.24
ELB improved by 2.21586

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.69
ELB improved by 2.55064

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.816
ELB improved by 2.874

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.942
ELB improved by 2.87369

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.385
ELB improved by 2.55658

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.275
ELB improved by 2.11019

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.666
ELB improved by 1.60856

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.549
ELB improved by 1.11748

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.82
ELB improved by 0.728688

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.337
ELB improved by 0.483432

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.993
ELB improved by 0.34365

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.739
ELB improved by 0.254751

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.552
ELB improved by 0.186084

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.421
ELB improved by 0.131831

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.328
ELB improved by 0.0928907

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.261
ELB improved by 0.0669642

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.211
ELB improved by 0.049976

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.172
ELB improved by 0.0385432

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.142
ELB improved by 0.0305026

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.117
ELB improved by 0.0245988

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.097
ELB improved by 0.0201151

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.08
ELB improved by 0.0166293

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.066
ELB improved by 0.0138776

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.055
ELB improved by 0.0116844

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.045
ELB improved by 0.00992531

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-866.066
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-589.982
ELB improved by 276.083

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-529.906
ELB improved by 60.0763

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-487.312
ELB improved by 42.5935

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.158
ELB improved by 23.1543

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.468
ELB improved by 10.6904

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.83
ELB improved by 6.63746

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.651
ELB improved by 6.17904

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.072
ELB improved by 6.57879

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.227
ELB improved by 6.84508

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.801
ELB improved by 6.42648

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.507
ELB improved by 5.29352

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.521
ELB improved by 3.98668

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.596
ELB improved by 2.92469

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.564
ELB improved by 2.0315

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.207
ELB improved by 1.35765

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.262
ELB improved by 0.945008

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.555
ELB improved by 0.707205

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.986
ELB improved by 0.568281

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.502
ELB improved by 0.484746

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.068
ELB improved by 0.433631

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.665
ELB improved by 0.403007

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.278
ELB improved by 0.386632

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.897
ELB improved by 0.381304

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.511
ELB improved by 0.385726

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.111
ELB improved by 0.399885

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.687
ELB improved by 0.424043

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.231
ELB improved by 0.456341

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.741
ELB improved by 0.489965

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.226
ELB improved by 0.515319

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.697
ELB improved by 0.528235

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.166
ELB improved by 0.531785

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.636
ELB improved by 0.529884

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.112
ELB improved by 0.524103

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.597
ELB improved by 0.514352

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.098
ELB improved by 0.499705

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.619
ELB improved by 0.47893

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.168
ELB improved by 0.451074

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.752
ELB improved by 0.41605

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.377
ELB improved by 0.375002

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.046
ELB improved by 0.330237

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.762
ELB improved by 0.284698

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.52
ELB improved by 0.241186

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.319
ELB improved by 0.20173

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.151
ELB improved by 0.167334

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.013
ELB improved by 0.138125

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.9
ELB improved by 0.113696

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.806
ELB improved by 0.093437

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.729
ELB improved by 0.07674

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.666
ELB improved by 0.0630662

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.614
ELB improved by 0.0519455

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.571
ELB improved by 0.0429592

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.536
ELB improved by 0.0357324

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.506
ELB improved by 0.0299354

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.48
ELB improved by 0.0252859

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.459
ELB improved by 0.0215495

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.44
ELB improved by 0.0185353

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.424
ELB improved by 0.016091

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.41
ELB improved by 0.0140965

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.398
ELB improved by 0.0124576

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.387
ELB improved by 0.0111007

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.377
ELB improved by 0.00996867

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-891.891
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-580.649
ELB improved by 311.242

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-519.563
ELB improved by 61.0867

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-484.238
ELB improved by 35.3249

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-469.347
ELB improved by 14.8903

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.472
ELB improved by 7.87546

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.725
ELB improved by 6.74712

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.28
ELB improved by 7.44429

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.186
ELB improved by 8.09462

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.7
ELB improved by 7.4863

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.986
ELB improved by 5.71389

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.057
ELB improved by 3.92872

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.33
ELB improved by 2.72737

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.356
ELB improved by 1.97356

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.897
ELB improved by 1.45915

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.806
ELB improved by 1.09073

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.998
ELB improved by 0.807856

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.399
ELB improved by 0.599516

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.934
ELB improved by 0.464582

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.553
ELB improved by 0.380676

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.227
ELB improved by 0.326271

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.938
ELB improved by 0.289052

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.675
ELB improved by 0.262672

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.432
ELB improved by 0.243656

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.202
ELB improved by 0.229902

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.982
ELB improved by 0.22003

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.769
ELB improved by 0.213083

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.56
ELB improved by 0.20838

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.355
ELB improved by 0.205431

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.151
ELB improved by 0.203895

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.948
ELB improved by 0.203542

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.743
ELB improved by 0.204235

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.537
ELB improved by 0.205903

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.329
ELB improved by 0.208519

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.117
ELB improved by 0.212078

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.9
ELB improved by 0.216574

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.678
ELB improved by 0.221974

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.45
ELB improved by 0.228205

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.215
ELB improved by 0.235134

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.972
ELB improved by 0.242558

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.722
ELB improved by 0.250203

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.464
ELB improved by 0.257723

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.2
ELB improved by 0.264712

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.929
ELB improved by 0.270723

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.654
ELB improved by 0.2753

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.376
ELB improved by 0.278015

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.097
ELB improved by 0.27852

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.821
ELB improved by 0.276587

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.548
ELB improved by 0.272129

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.283
ELB improved by 0.265168

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.028
ELB improved by 0.255741

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.784
ELB improved by 0.243769

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.555
ELB improved by 0.229066

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.343
ELB improved by 0.21169

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.151
ELB improved by 0.192487

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.977
ELB improved by 0.173121

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.822
ELB improved by 0.155272

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.682
ELB improved by 0.139713

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.556
ELB improved by 0.126055

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.443
ELB improved by 0.113193

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.343
ELB improved by 0.10015

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.256
ELB improved by 0.0868154

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.182
ELB improved by 0.0739185

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.12
ELB improved by 0.0623366

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.067
ELB improved by 0.0525234

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.023
ELB improved by 0.0444623

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.985
ELB improved by 0.0378934

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.953
ELB improved by 0.0325108

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.925
ELB improved by 0.0280533

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.9
ELB improved by 0.0243221

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.879
ELB improved by 0.0211714

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.861
ELB improved by 0.0184932

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.844
ELB improved by 0.0162054

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.83
ELB improved by 0.0142439

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.818
ELB improved by 0.012557

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.806
ELB improved by 0.0111027

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.797
ELB improved by 0.00984603

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-847.941
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-568.853
ELB improved by 279.088

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-508.597
ELB improved by 60.256

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-470.355
ELB improved by 38.2427

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.16
ELB improved by 16.1946

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.034
ELB improved by 7.12562

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.047
ELB improved by 4.98726

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.478
ELB improved by 4.56902

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.677
ELB improved by 4.80128

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.357
ELB improved by 5.31943

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.572
ELB improved by 5.78523

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.837
ELB improved by 5.73561

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.963
ELB improved by 4.87316

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.404
ELB improved by 3.55937

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.974
ELB improved by 2.43023

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.315
ELB improved by 1.65889

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.187
ELB improved by 1.12818

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.395
ELB improved by 0.791717

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.794
ELB improved by 0.600719

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.3
ELB improved by 0.494674

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.862
ELB improved by 0.437442

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.45
ELB improved by 0.412195

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.042
ELB improved by 0.407766

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.641
ELB improved by 0.40151

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.28
ELB improved by 0.360322

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.994
ELB improved by 0.286767

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.775
ELB improved by 0.219006

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.599
ELB improved by 0.175234

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.449
ELB improved by 0.150621

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.311
ELB improved by 0.137658

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.178
ELB improved by 0.132778

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.042
ELB improved by 0.135894

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.893
ELB improved by 0.149087

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.72
ELB improved by 0.17359

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.518
ELB improved by 0.201394

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.309
ELB improved by 0.209688

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.124
ELB improved by 0.184744

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.979
ELB improved by 0.144957

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.867
ELB improved by 0.112355

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.775
ELB improved by 0.0914007

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.697
ELB improved by 0.0784004

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.627
ELB improved by 0.069867

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.563
ELB improved by 0.0638546

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.504
ELB improved by 0.0593853

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.448
ELB improved by 0.0559523

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.394
ELB improved by 0.0532712

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.343
ELB improved by 0.0511671

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.294
ELB improved by 0.0495217

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.246
ELB improved by 0.0482467

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.198
ELB improved by 0.0472701

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.152
ELB improved by 0.0465281

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.106
ELB improved by 0.0459619

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.06
ELB improved by 0.0455164

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.015
ELB improved by 0.0451405

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.97
ELB improved by 0.0447887

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.926
ELB improved by 0.044423

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.882
ELB improved by 0.0440139

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.838
ELB improved by 0.0435416

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.795
ELB improved by 0.0429952

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.753
ELB improved by 0.0423719

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.711
ELB improved by 0.0416754

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.67
ELB improved by 0.0409137

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.63
ELB improved by 0.0400972

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.591
ELB improved by 0.0392376

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.553
ELB improved by 0.0383459

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.515
ELB improved by 0.0374322

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.479
ELB improved by 0.0365043

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.443
ELB improved by 0.0355683

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.409
ELB improved by 0.0346284

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.375
ELB improved by 0.0336874

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.342
ELB improved by 0.0327474

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.31
ELB improved by 0.0318103

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.279
ELB improved by 0.0308784

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.249
ELB improved by 0.0299545

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.22
ELB improved by 0.029042

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.192
ELB improved by 0.0281447

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.165
ELB improved by 0.0272661

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.139
ELB improved by 0.0264092

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.113
ELB improved by 0.0255762

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.088
ELB improved by 0.0247684

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.064
ELB improved by 0.0239858

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.041
ELB improved by 0.0232279

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.019
ELB improved by 0.0224931

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.997
ELB improved by 0.0217795

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.976
ELB improved by 0.0210852

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.955
ELB improved by 0.0204079

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.936
ELB improved by 0.0197458

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.916
ELB improved by 0.019097

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.898
ELB improved by 0.0184601

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.88
ELB improved by 0.0178341

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.863
ELB improved by 0.0172182

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.846
ELB improved by 0.0166118

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.83
ELB improved by 0.0160149

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.815
ELB improved by 0.0154273

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.8
ELB improved by 0.0148494

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.786
ELB improved by 0.0142815

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.772
ELB improved by 0.013724

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.759
ELB improved by 0.0131776

iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.746
ELB improved by 0.0126427

iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.734
ELB improved by 0.0121199

iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.722
ELB improved by 0.0116099

iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.711
ELB improved by 0.0111132

iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.701
ELB improved by 0.0106302

iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.691
ELB improved by 0.0101614

iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.681
ELB improved by 0.00970712

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.341   0.207   2.534 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0470.0280.076
getPIPs0.0470.0150.062
graper0.0810.0200.101
makeExampleData0.0090.0020.011
makeExampleDataWithUnequalGroups0.0110.0020.014
plotELBO0.3240.0240.348
plotGroupPenalties1.0770.0611.139
plotPosterior0.6370.0160.653
predict.graper2.0470.0752.122
print.graper0.0490.0130.063