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This page was generated on 2026-02-27 11:32 -0500 (Fri, 27 Feb 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_64R Under development (unstable) (2026-01-15 r89304) -- "Unsuffered Consequences" 4877
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 926/2357HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.27.0  (landing page)
Britta Velten
Snapshot Date: 2026-02-26 13:40 -0500 (Thu, 26 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: 2026-02-27 00:22:32 -0500 (Fri, 27 Feb 2026)
EndedAt: 2026-02-27 00:24:04 -0500 (Fri, 27 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=-862.834
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-563.197
ELB improved by 299.637

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-499.566
ELB improved by 63.6309

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.695
ELB improved by 40.8713

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.532
ELB improved by 18.1629

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.706
ELB improved by 7.8265

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.917
ELB improved by 4.78923

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.11
ELB improved by 3.80667

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.537
ELB improved by 3.57325

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.829
ELB improved by 3.70735

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.796
ELB improved by 4.03337

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.409
ELB improved by 4.38643

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.896
ELB improved by 4.5133

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.748
ELB improved by 4.14806

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.471
ELB improved by 3.27672

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.221
ELB improved by 2.25012

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.779
ELB improved by 1.44256

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.837
ELB improved by 0.941765

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.18
ELB improved by 0.657197

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.687
ELB improved by 0.492979

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.294
ELB improved by 0.392645

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.966
ELB improved by 0.32759

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.683
ELB improved by 0.283301

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.431
ELB improved by 0.251959

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.202
ELB improved by 0.229027

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.991
ELB improved by 0.211696

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.792
ELB improved by 0.198143

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.605
ELB improved by 0.187156

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.427
ELB improved by 0.177919

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.257
ELB improved by 0.169874

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.095
ELB improved by 0.162629

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.939
ELB improved by 0.155919

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.789
ELB improved by 0.149575

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.646
ELB improved by 0.143511

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.508
ELB improved by 0.137717

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.376
ELB improved by 0.132234

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.249
ELB improved by 0.127152

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.126
ELB improved by 0.122591

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.007
ELB improved by 0.118707

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.892
ELB improved by 0.115693

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.778
ELB improved by 0.1138

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.665
ELB improved by 0.113355

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.55
ELB improved by 0.114765

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.431
ELB improved by 0.118419

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.307
ELB improved by 0.124367

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.175
ELB improved by 0.131611

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.038
ELB improved by 0.137476

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.899
ELB improved by 0.138477

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.766
ELB improved by 0.133132

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.643
ELB improved by 0.123359

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.531
ELB improved by 0.11223

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.429
ELB improved by 0.101613

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.337
ELB improved by 0.0920558

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.254
ELB improved by 0.0835327

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.178
ELB improved by 0.0758963

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.109
ELB improved by 0.069014

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.046
ELB improved by 0.0627841

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.989
ELB improved by 0.0571278

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.937
ELB improved by 0.0519814

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.889
ELB improved by 0.0472918

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.846
ELB improved by 0.043014

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.807
ELB improved by 0.0391088

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.772
ELB improved by 0.0355418

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.739
ELB improved by 0.032283

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.71
ELB improved by 0.0293055

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.684
ELB improved by 0.026586

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.659
ELB improved by 0.0241041

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.638
ELB improved by 0.0218423

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.618
ELB improved by 0.0197855

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.6
ELB improved by 0.0179202

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.584
ELB improved by 0.0162345

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.569
ELB improved by 0.0147167

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.556
ELB improved by 0.0133553

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.543
ELB improved by 0.0121387

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.532
ELB improved by 0.011055

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.522
ELB improved by 0.0100921

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.513
ELB improved by 0.00923806

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-893.378
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-557.423
ELB improved by 335.956

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-503.131
ELB improved by 54.2918

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-474.249
ELB improved by 28.8824

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.182
ELB improved by 13.0662

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.828
ELB improved by 6.3539

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.31
ELB improved by 4.51816

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.394
ELB improved by 3.9167

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.797
ELB improved by 3.59686

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.464
ELB improved by 3.33295

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.414
ELB improved by 3.04943

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.698
ELB improved by 2.71676

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.358
ELB improved by 2.33959

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.408
ELB improved by 1.95003

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.824
ELB improved by 1.58377

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.564
ELB improved by 1.25973

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.579
ELB improved by 0.985506

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.812
ELB improved by 0.766715

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.21
ELB improved by 0.602612

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.726
ELB improved by 0.483676

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.329
ELB improved by 0.396903

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.998
ELB improved by 0.331407

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.717
ELB improved by 0.280134

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.479
ELB improved by 0.238944

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.273
ELB improved by 0.205337

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.096
ELB improved by 0.177671

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.941
ELB improved by 0.154776

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.805
ELB improved by 0.135756

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.685
ELB improved by 0.119882

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.579
ELB improved by 0.106562

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.483
ELB improved by 0.0953163

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.397
ELB improved by 0.0857712

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.32
ELB improved by 0.0776385

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.249
ELB improved by 0.0706985

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.184
ELB improved by 0.0647808

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.125
ELB improved by 0.0597498

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.069
ELB improved by 0.0554937

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.017
ELB improved by 0.0519177

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.968
ELB improved by 0.0489408

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.922
ELB improved by 0.0464934

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.877
ELB improved by 0.0445167

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.834
ELB improved by 0.0429623

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.792
ELB improved by 0.0417913

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.752
ELB improved by 0.0409738

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.711
ELB improved by 0.0404886

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.671
ELB improved by 0.0403223

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.63
ELB improved by 0.0404689

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.589
ELB improved by 0.0409295

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.548
ELB improved by 0.0417124

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.505
ELB improved by 0.0428326

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.46
ELB improved by 0.0443125

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.414
ELB improved by 0.0461825

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.366
ELB improved by 0.0484817

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.315
ELB improved by 0.051259

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.26
ELB improved by 0.054575

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.201
ELB improved by 0.058504

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.138
ELB improved by 0.0631367

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.07
ELB improved by 0.0685844

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.995
ELB improved by 0.0749835

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.912
ELB improved by 0.082503

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.821
ELB improved by 0.0913541

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.719
ELB improved by 0.101804

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.605
ELB improved by 0.114192

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.476
ELB improved by 0.128959

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.329
ELB improved by 0.146677

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.161
ELB improved by 0.168089

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.967
ELB improved by 0.19416

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.741
ELB improved by 0.226119

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.475
ELB improved by 0.265484

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.161
ELB improved by 0.314034

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.788
ELB improved by 0.373672

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.342
ELB improved by 0.446088

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.81
ELB improved by 0.532093

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.179
ELB improved by 0.630371

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.444
ELB improved by 0.735382

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.609
ELB improved by 0.834809

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.7
ELB improved by 0.909214

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.762
ELB improved by 0.937936

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.854
ELB improved by 0.907451

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.041
ELB improved by 0.812983

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.375
ELB improved by 0.666499

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.87
ELB improved by 0.504841

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.506
ELB improved by 0.364394

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.247
ELB improved by 0.259064

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.061
ELB improved by 0.185855

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.924
ELB improved by 0.136353

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.822
ELB improved by 0.102673

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.743
ELB improved by 0.0790547

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.681
ELB improved by 0.0617771

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.632
ELB improved by 0.0486542

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.594
ELB improved by 0.0384732

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.563
ELB improved by 0.0305356

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.539
ELB improved by 0.0243714

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.519
ELB improved by 0.0196117

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.503
ELB improved by 0.0159495

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.49
ELB improved by 0.0131334

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.479
ELB improved by 0.0109626

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.47
ELB improved by 0.00928136

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-901.854
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-577.258
ELB improved by 324.596

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-520.117
ELB improved by 57.1414

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-485.687
ELB improved by 34.4303

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-469.923
ELB improved by 15.7639

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.769
ELB improved by 8.15333

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.85
ELB improved by 5.91929

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.429
ELB improved by 5.42091

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.915
ELB improved by 5.51431

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.382
ELB improved by 5.5325

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.305
ELB improved by 5.07787

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.128
ELB improved by 4.17675

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.973
ELB improved by 3.1547

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.7
ELB improved by 2.27266

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.089
ELB improved by 1.61162

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.931
ELB improved by 1.15735

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.055
ELB improved by 0.875937

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.345
ELB improved by 0.710786

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.733
ELB improved by 0.611502

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.186
ELB improved by 0.54751

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.683
ELB improved by 0.502347

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.216
ELB improved by 0.467329

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.778
ELB improved by 0.437942

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.366
ELB improved by 0.411987

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.978
ELB improved by 0.388576

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.61
ELB improved by 0.367548

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.261
ELB improved by 0.349105

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.927
ELB improved by 0.333608

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.606
ELB improved by 0.32151

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.292
ELB improved by 0.313402

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.982
ELB improved by 0.310216

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.669
ELB improved by 0.313609

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.342
ELB improved by 0.326631

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.988
ELB improved by 0.354296

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.586
ELB improved by 0.401559

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.124
ELB improved by 0.461946

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.62
ELB improved by 0.504278

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.116
ELB improved by 0.503499

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.64
ELB improved by 0.476505

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.195
ELB improved by 0.444402

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.784
ELB improved by 0.411022

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.41
ELB improved by 0.374213

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.078
ELB improved by 0.332581

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.791
ELB improved by 0.286876

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.551
ELB improved by 0.239798

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.356
ELB improved by 0.194904

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.201
ELB improved by 0.155192

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.079
ELB improved by 0.122263

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.982
ELB improved by 0.0963447

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.905
ELB improved by 0.0768088

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.843
ELB improved by 0.062726

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.789
ELB improved by 0.0532705

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.741
ELB improved by 0.0480103

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.694
ELB improved by 0.0472518

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.641
ELB improved by 0.0527679

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.572
ELB improved by 0.069678

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.461
ELB improved by 0.111173

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.254
ELB improved by 0.206394

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.87
ELB improved by 0.384352

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.313
ELB improved by 0.556793

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.773
ELB improved by 0.539928

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.379
ELB improved by 0.393993

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.103
ELB improved by 0.275881

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.88
ELB improved by 0.223411

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.669
ELB improved by 0.211144

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.464
ELB improved by 0.205085

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.285
ELB improved by 0.178981

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.156
ELB improved by 0.128103

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.081
ELB improved by 0.0752275

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.041
ELB improved by 0.0404511

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.018
ELB improved by 0.022674

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.004
ELB improved by 0.014161

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.994
ELB improved by 0.00987956

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-897.531
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-562.824
ELB improved by 334.708

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-503.993
ELB improved by 58.8305

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-473.968
ELB improved by 30.0246

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-463.627
ELB improved by 10.3416

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.128
ELB improved by 4.49851

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.357
ELB improved by 2.77141

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.163
ELB improved by 2.19428

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.132
ELB improved by 2.03035

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.105
ELB improved by 2.02708

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.01
ELB improved by 2.09573

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.819
ELB improved by 2.19068

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.554
ELB improved by 2.26453

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.299
ELB improved by 2.25534

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.19
ELB improved by 2.109

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.364
ELB improved by 1.82592

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.89
ELB improved by 1.47395

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.75
ELB improved by 1.14006

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.872
ELB improved by 0.878233

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.171
ELB improved by 0.701057

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.574
ELB improved by 0.59699

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.026
ELB improved by 0.547523

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.489
ELB improved by 0.536948

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.934
ELB improved by 0.555164

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.337
ELB improved by 0.596634

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.679
ELB improved by 0.65835

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.941
ELB improved by 0.737971

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.109
ELB improved by 0.832539

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.17
ELB improved by 0.938271

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.119
ELB improved by 1.05158

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.949
ELB improved by 1.16994

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.659
ELB improved by 1.2902

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.255
ELB improved by 1.40411

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.761
ELB improved by 1.4935

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.232
ELB improved by 1.52882

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.756
ELB improved by 1.47662

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.434
ELB improved by 1.32157

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.345
ELB improved by 1.08945

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.506
ELB improved by 0.838091

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.887
ELB improved by 0.619405

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.432
ELB improved by 0.45549

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.088
ELB improved by 0.343792

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.815
ELB improved by 0.272354

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.585
ELB improved by 0.230004

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.375
ELB improved by 0.210298

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.162
ELB improved by 0.213299

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.913
ELB improved by 0.248985

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.57
ELB improved by 0.343007

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.047
ELB improved by 0.522971

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.318
ELB improved by 0.728791

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.514
ELB improved by 0.803837

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.825
ELB improved by 0.689006

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.35
ELB improved by 0.475654

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.043
ELB improved by 0.306243

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.834
ELB improved by 0.209664

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.673
ELB improved by 0.16091

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.531
ELB improved by 0.141556

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.39
ELB improved by 0.141488

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.241
ELB improved by 0.148761

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.097
ELB improved by 0.144114

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.979
ELB improved by 0.117788

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.895
ELB improved by 0.0838132

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.838
ELB improved by 0.0574229

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.797
ELB improved by 0.0408343

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.766
ELB improved by 0.0308295

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.742
ELB improved by 0.0245635

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.721
ELB improved by 0.0203926

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.704
ELB improved by 0.0174474

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.688
ELB improved by 0.0152606

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.675
ELB improved by 0.0135683

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.663
ELB improved by 0.012213

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.652
ELB improved by 0.011097

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.641
ELB improved by 0.0101577

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.632
ELB improved by 0.00935416

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.455   0.216   2.660 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0480.0170.068
getPIPs0.0460.0180.062
graper0.0820.0190.103
makeExampleData0.0100.0000.011
makeExampleDataWithUnequalGroups0.0110.0020.013
plotELBO0.3190.0220.343
plotGroupPenalties1.0870.0511.137
plotPosterior0.6280.0190.648
predict.graper2.0800.0782.159
print.graper0.0490.0190.067