Back to Multiple platform build/check report for BioC 3.23:   simplified   long
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This page was generated on 2026-03-04 11:34 -0500 (Wed, 04 Mar 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_64R Under development (unstable) (2026-01-15 r89304) -- "Unsuffered Consequences" 4882
kjohnson3macOS 13.7.7 Venturaarm64R Under development (unstable) (2026-01-15 r89304) -- "Unsuffered Consequences" 4574
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: 2026-03-03 13:40 -0500 (Tue, 03 Mar 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
kjohnson3macOS 13.7.7 Ventura / arm64  OK    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: 2026-03-04 00:34:02 -0500 (Wed, 04 Mar 2026)
EndedAt: 2026-03-04 00:35:34 -0500 (Wed, 04 Mar 2026)
EllapsedTime: 92.2 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=-884.224
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-565.964
ELB improved by 318.26

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-503.323
ELB improved by 62.6407

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-468.969
ELB improved by 34.3536

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.885
ELB improved by 14.0842

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.972
ELB improved by 6.91271

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.978
ELB improved by 4.99463

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.471
ELB improved by 4.50685

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.911
ELB improved by 4.55998

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.083
ELB improved by 4.82791

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.974
ELB improved by 5.10927

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.761
ELB improved by 5.21282

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.768
ELB improved by 4.99289

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.466
ELB improved by 4.30251

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.283
ELB improved by 3.18263

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.196
ELB improved by 2.08683

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.876
ELB improved by 1.32014

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.014
ELB improved by 0.862072

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.416
ELB improved by 0.59793

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.975
ELB improved by 0.440503

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.635
ELB improved by 0.340363

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.363
ELB improved by 0.272025

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.14
ELB improved by 0.222564

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.955
ELB improved by 0.185196

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.799
ELB improved by 0.156114

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.666
ELB improved by 0.133

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.552
ELB improved by 0.114336

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.453
ELB improved by 0.0990721

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.366
ELB improved by 0.0864519

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.29
ELB improved by 0.0759163

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.223
ELB improved by 0.0670444

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.164
ELB improved by 0.0595143

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.111
ELB improved by 0.0530768

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.063
ELB improved by 0.0475368

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.02
ELB improved by 0.0427403

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.982
ELB improved by 0.0385643

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.947
ELB improved by 0.0349099

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.915
ELB improved by 0.0316968

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.886
ELB improved by 0.0288596

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.86
ELB improved by 0.0263443

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.836
ELB improved by 0.0241062

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.814
ELB improved by 0.0221078

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.794
ELB improved by 0.020318

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.775
ELB improved by 0.0187103

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.758
ELB improved by 0.0172622

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.742
ELB improved by 0.0159545

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.727
ELB improved by 0.0147709

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.713
ELB improved by 0.0136971

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.7
ELB improved by 0.012721

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.689
ELB improved by 0.0118319

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.678
ELB improved by 0.0110205

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.667
ELB improved by 0.0102789

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.658
ELB improved by 0.00959979

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-878.127
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-572.749
ELB improved by 305.378

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-512.58
ELB improved by 60.1686

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-473.718
ELB improved by 38.8619

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.006
ELB improved by 15.7116

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.921
ELB improved by 6.08576

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.32
ELB improved by 3.60109

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.414
ELB improved by 2.90551

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.649
ELB improved by 2.76551

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.801
ELB improved by 2.84797

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.811
ELB improved by 2.98928

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.755
ELB improved by 3.05681

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.835
ELB improved by 2.91957

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.309
ELB improved by 2.52581

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.326
ELB improved by 1.98278

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.858
ELB improved by 1.46817

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.773
ELB improved by 1.08518

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.929
ELB improved by 0.843687

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.219
ELB improved by 0.710219

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.574
ELB improved by 0.645069

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.957
ELB improved by 0.617476

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.349
ELB improved by 0.607555

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.745
ELB improved by 0.603636

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.146
ELB improved by 0.599573

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.553
ELB improved by 0.592927

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.969
ELB improved by 0.583678

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.396
ELB improved by 0.573146

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.833
ELB improved by 0.563114

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.278
ELB improved by 0.555231

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.727
ELB improved by 0.550726

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.177
ELB improved by 0.550391

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.622
ELB improved by 0.554826

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.057
ELB improved by 0.565207

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.471
ELB improved by 0.585442

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.843
ELB improved by 0.627957

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.118
ELB improved by 0.724696

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.213
ELB improved by 0.905472

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.177
ELB improved by 1.03562

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.219
ELB improved by 0.957963

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.4
ELB improved by 0.819343

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.693
ELB improved by 0.706875

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.068
ELB improved by 0.62511

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.484
ELB improved by 0.583621

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.92
ELB improved by 0.564318

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.453
ELB improved by 0.467341

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.156
ELB improved by 0.296536

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.988
ELB improved by 0.168611

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.885
ELB improved by 0.102281

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.816
ELB improved by 0.0695703

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.764
ELB improved by 0.0519188

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.723
ELB improved by 0.0411497

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.689
ELB improved by 0.0338927

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.66
ELB improved by 0.0286612

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.635
ELB improved by 0.0247114

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.614
ELB improved by 0.0216251

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.595
ELB improved by 0.0191465

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.578
ELB improved by 0.0171107

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.562
ELB improved by 0.0154074

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.548
ELB improved by 0.0139606

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.536
ELB improved by 0.0127165

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.524
ELB improved by 0.011636

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.513
ELB improved by 0.0106902

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.503
ELB improved by 0.00985688

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-886.332
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-595.334
ELB improved by 290.998

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-530.393
ELB improved by 64.9408

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-485.446
ELB improved by 44.9475

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.34
ELB improved by 21.1059

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.022
ELB improved by 9.31753

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.967
ELB improved by 6.05499

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.822
ELB improved by 5.14583

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.943
ELB improved by 4.87819

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.41
ELB improved by 4.53287

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.568
ELB improved by 3.84225

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.654
ELB improved by 2.91425

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.613
ELB improved by 2.04104

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.219
ELB improved by 1.39418

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.256
ELB improved by 0.962879

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.572
ELB improved by 0.684117

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.065
ELB improved by 0.506823

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.674
ELB improved by 0.391275

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.366
ELB improved by 0.307881

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.125
ELB improved by 0.240519

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.939
ELB improved by 0.186016

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.793
ELB improved by 0.145738

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.675
ELB improved by 0.118342

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.575
ELB improved by 0.100126

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.487
ELB improved by 0.0876566

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.409
ELB improved by 0.0786834

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.337
ELB improved by 0.0719019

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.27
ELB improved by 0.0665652

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.208
ELB improved by 0.0622315

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.149
ELB improved by 0.0586284

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.094
ELB improved by 0.0555816

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.041
ELB improved by 0.0529766

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.99
ELB improved by 0.0507376

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.941
ELB improved by 0.0488147

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.894
ELB improved by 0.0471768

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.848
ELB improved by 0.0458081

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.804
ELB improved by 0.0447065

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.76
ELB improved by 0.0438834

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.716
ELB improved by 0.0433664

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.673
ELB improved by 0.0432031

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.63
ELB improved by 0.0434676

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.585
ELB improved by 0.0442711

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.54
ELB improved by 0.0457759

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.491
ELB improved by 0.0482146

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.439
ELB improved by 0.0519149

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.382
ELB improved by 0.0573312

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.317
ELB improved by 0.0650979

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.241
ELB improved by 0.0761788

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.148
ELB improved by 0.0923541

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.031
ELB improved by 0.117685

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.868
ELB improved by 0.162435

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.617
ELB improved by 0.251855

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.185
ELB improved by 0.431851

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.488
ELB improved by 0.696799

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.638
ELB improved by 0.849819

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.874
ELB improved by 0.763651

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.266
ELB improved by 0.608758

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.747
ELB improved by 0.51877

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.274
ELB improved by 0.472919

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.846
ELB improved by 0.427615

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.46
ELB improved by 0.385834

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.095
ELB improved by 0.365528

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.727
ELB improved by 0.36802

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.339
ELB improved by 0.388403

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.916
ELB improved by 0.422739

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.451
ELB improved by 0.465258

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.947
ELB improved by 0.503893

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.422
ELB improved by 0.52452

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.899
ELB improved by 0.523628

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.391
ELB improved by 0.507704

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.908
ELB improved by 0.483113

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.453
ELB improved by 0.455082

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.022
ELB improved by 0.43024

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.608
ELB improved by 0.414777

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.203
ELB improved by 0.405043

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.825
ELB improved by 0.377053

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.514
ELB improved by 0.311063

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.286
ELB improved by 0.22857

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.127
ELB improved by 0.159199

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.016
ELB improved by 0.110253

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.939
ELB improved by 0.0777045

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.882
ELB improved by 0.0564572

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.84
ELB improved by 0.0427006

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.806
ELB improved by 0.0338913

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.777
ELB improved by 0.0284018

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.752
ELB improved by 0.0252189

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.728
ELB improved by 0.0237221

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.705
ELB improved by 0.0235206

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.68
ELB improved by 0.0243231

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.655
ELB improved by 0.0258253

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.627
ELB improved by 0.0276294

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.598
ELB improved by 0.029232

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.568
ELB improved by 0.0301128

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.538
ELB improved by 0.0298966

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.509
ELB improved by 0.0284871

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.483
ELB improved by 0.0260825

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.46
ELB improved by 0.0230679

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.44
ELB improved by 0.0198587

iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.423
ELB improved by 0.0167806

iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.409
ELB improved by 0.0140272

iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.398
ELB improved by 0.0116763

iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.388
ELB improved by 0.00973109

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-869.78
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-585.177
ELB improved by 284.603

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-521.83
ELB improved by 63.3466

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-474.576
ELB improved by 47.2548

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.144
ELB improved by 23.4321

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.298
ELB improved by 10.8455

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.029
ELB improved by 7.2695

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.896
ELB improved by 7.13241

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.879
ELB improved by 8.01747

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.107
ELB improved by 8.772

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.72
ELB improved by 8.38675

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.028
ELB improved by 6.69204

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.405
ELB improved by 4.62275

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.329
ELB improved by 3.07659

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.053
ELB improved by 2.2757

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.141
ELB improved by 1.91154

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.714
ELB improved by 1.42737

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.755
ELB improved by 0.958998

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.061
ELB improved by 0.693538

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.502
ELB improved by 0.559892

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.017
ELB improved by 0.484665

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.589
ELB improved by 0.427585

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.211
ELB improved by 0.378651

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.867
ELB improved by 0.344005

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.541
ELB improved by 0.325531

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.222
ELB improved by 0.319222

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.901
ELB improved by 0.32094

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.573
ELB improved by 0.328085

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.234
ELB improved by 0.339064

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.881
ELB improved by 0.352724

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.513
ELB improved by 0.368042

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.129
ELB improved by 0.383966

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.73
ELB improved by 0.399311

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.317
ELB improved by 0.41274

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.894
ELB improved by 0.42283

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.466
ELB improved by 0.428268

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.038
ELB improved by 0.428113

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.616
ELB improved by 0.422042

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.205
ELB improved by 0.410487

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.811
ELB improved by 0.394627

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.434
ELB improved by 0.376288

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.077
ELB improved by 0.357816

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.735
ELB improved by 0.342026

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.402
ELB improved by 0.332179

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.071
ELB improved by 0.33142

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.731
ELB improved by 0.339433

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.388
ELB improved by 0.343824

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.068
ELB improved by 0.319262

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.809
ELB improved by 0.259723

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.615
ELB improved by 0.193579

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.472
ELB improved by 0.142904

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.364
ELB improved by 0.108494

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.279
ELB improved by 0.0847863

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.211
ELB improved by 0.0676363

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.157
ELB improved by 0.0547258

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.112
ELB improved by 0.0447512

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.075
ELB improved by 0.0369139

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.044
ELB improved by 0.0306823

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.019
ELB improved by 0.0256823

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-366.997
ELB improved by 0.0216403

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-366.979
ELB improved by 0.0183519

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-366.963
ELB improved by 0.0156614

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-366.949
ELB improved by 0.0134487

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-366.938
ELB improved by 0.0116204

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-366.928
ELB improved by 0.0101029

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-366.919
ELB improved by 0.00883784

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.327   0.211   2.527 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0590.0220.082
getPIPs0.0480.0150.063
graper0.0840.0180.102
makeExampleData0.0100.0010.011
makeExampleDataWithUnequalGroups0.0120.0010.013
plotELBO0.3130.0340.347
plotGroupPenalties1.0830.0521.135
plotPosterior0.6210.0230.644
predict.graper2.0650.0662.132
print.graper0.0490.0130.063