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This page was generated on 2026-02-16 11:32 -0500 (Mon, 16 Feb 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_64R Under development (unstable) (2026-01-15 r89304) -- "Unsuffered Consequences" 4865
Click on any hostname to see more info about the system (e.g. compilers)      (*) as reported by 'uname -p', except on Windows and Mac OS X

Package 926/2352HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.27.0  (landing page)
Britta Velten
Snapshot Date: 2026-02-15 13:40 -0500 (Sun, 15 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: 2026-02-16 00:19:31 -0500 (Mon, 16 Feb 2026)
EndedAt: 2026-02-16 00:21:02 -0500 (Mon, 16 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=-845.949
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-574.282
ELB improved by 271.667

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-510.984
ELB improved by 63.2979

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-468.418
ELB improved by 42.5661

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.64
ELB improved by 19.7788

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.787
ELB improved by 8.85226

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.041
ELB improved by 5.74632

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.962
ELB improved by 5.07896

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.801
ELB improved by 5.16093

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.385
ELB improved by 5.41585

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.86
ELB improved by 5.52556

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.491
ELB improved by 5.36869

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.582
ELB improved by 4.90908

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.525
ELB improved by 4.05704

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.502
ELB improved by 3.02315

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.401
ELB improved by 2.10095

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.01
ELB improved by 1.39096

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.041
ELB improved by 0.968348

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.286
ELB improved by 0.755727

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.643
ELB improved by 0.642468

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.071
ELB improved by 0.57193

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.552
ELB improved by 0.518967

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.08
ELB improved by 0.472812

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.65
ELB improved by 0.429421

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.262
ELB improved by 0.387841

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.914
ELB improved by 0.348362

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.602
ELB improved by 0.311565

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.324
ELB improved by 0.277896

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.077
ELB improved by 0.24754

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.856
ELB improved by 0.220453

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.66
ELB improved by 0.196438

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.485
ELB improved by 0.175219

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.328
ELB improved by 0.156496

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.188
ELB improved by 0.139979

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.063
ELB improved by 0.125397

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.95
ELB improved by 0.112509

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.849
ELB improved by 0.101103

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.758
ELB improved by 0.0909936

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.676
ELB improved by 0.0820213

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.602
ELB improved by 0.0740461

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.535
ELB improved by 0.0669471

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.475
ELB improved by 0.0606191

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.42
ELB improved by 0.0549706

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.37
ELB improved by 0.0499217

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.324
ELB improved by 0.0454029

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.283
ELB improved by 0.0413532

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.245
ELB improved by 0.0377193

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.211
ELB improved by 0.0344544

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.179
ELB improved by 0.0315176

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.151
ELB improved by 0.0288726

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.124
ELB improved by 0.0264878

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.1
ELB improved by 0.024335

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.077
ELB improved by 0.0223896

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.057
ELB improved by 0.0206296

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.038
ELB improved by 0.0190356

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.02
ELB improved by 0.0175905

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.004
ELB improved by 0.016279

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.989
ELB improved by 0.0150875

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.975
ELB improved by 0.014004

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.962
ELB improved by 0.0130176

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.95
ELB improved by 0.0121188

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.938
ELB improved by 0.011299

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.928
ELB improved by 0.0105504

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.918
ELB improved by 0.00986628

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-842.869
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-580.059
ELB improved by 262.81

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-524.111
ELB improved by 55.9478

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-482.64
ELB improved by 41.471

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-463.092
ELB improved by 19.5477

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.729
ELB improved by 7.36374

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.029
ELB improved by 3.70002

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.367
ELB improved by 2.66133

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.993
ELB improved by 2.3739

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.632
ELB improved by 2.36151

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.165
ELB improved by 2.46724

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.561
ELB improved by 2.60333

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.896
ELB improved by 2.66544

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.359
ELB improved by 2.5374

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.17
ELB improved by 2.18873

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.444
ELB improved by 1.72565

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.151
ELB improved by 1.29349

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.191
ELB improved by 0.959486

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.478
ELB improved by 0.713053

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.947
ELB improved by 0.531523

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.543
ELB improved by 0.403813

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.224
ELB improved by 0.318838

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.961
ELB improved by 0.263365

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.734
ELB improved by 0.226489

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.533
ELB improved by 0.20108

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.35
ELB improved by 0.182936

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.18
ELB improved by 0.16966

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.021
ELB improved by 0.159868

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.868
ELB improved by 0.152741

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.72
ELB improved by 0.14778

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.575
ELB improved by 0.144681

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.432
ELB improved by 0.143267

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.289
ELB improved by 0.143457

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.143
ELB improved by 0.145243

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.995
ELB improved by 0.148683

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.841
ELB improved by 0.153897

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.68
ELB improved by 0.16108

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.509
ELB improved by 0.170509

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.327
ELB improved by 0.18259

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.129
ELB improved by 0.197898

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.911
ELB improved by 0.217244

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.67
ELB improved by 0.241738

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.397
ELB improved by 0.272845

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.084
ELB improved by 0.312385

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.722
ELB improved by 0.362434

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.297
ELB improved by 0.425

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.796
ELB improved by 0.501353

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.205
ELB improved by 0.590967

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.515
ELB improved by 0.690236

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.723
ELB improved by 0.79139

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.841
ELB improved by 0.882157

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.894
ELB improved by 0.947323

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.92
ELB improved by 0.973306

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.967
ELB improved by 0.953214

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.08
ELB improved by 0.887506

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.296
ELB improved by 0.783414

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.638
ELB improved by 0.658168

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.101
ELB improved by 0.536848

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.661
ELB improved by 0.440367

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.283
ELB improved by 0.377658

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.935
ELB improved by 0.347749

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.596
ELB improved by 0.339116

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.276
ELB improved by 0.320633

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.011
ELB improved by 0.264184

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.824
ELB improved by 0.187816

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.7
ELB improved by 0.124023

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.618
ELB improved by 0.0819664

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.561
ELB improved by 0.056777

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.519
ELB improved by 0.0419389

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.486
ELB improved by 0.0328816

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.459
ELB improved by 0.026987

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.436
ELB improved by 0.022876

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.416
ELB improved by 0.0198334

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.399
ELB improved by 0.017476

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.383
ELB improved by 0.0155864

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.369
ELB improved by 0.0140325

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.357
ELB improved by 0.0127295

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.345
ELB improved by 0.0116196

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.334
ELB improved by 0.0106623

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.324
ELB improved by 0.00982826

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-834.411
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-577.79
ELB improved by 256.622

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-517.294
ELB improved by 60.4959

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-472.964
ELB improved by 44.3304

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.751
ELB improved by 22.2128

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.246
ELB improved by 10.5047

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.532
ELB improved by 6.71381

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.196
ELB improved by 6.33612

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.418
ELB improved by 6.77858

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.383
ELB improved by 7.03455

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.634
ELB improved by 6.74874

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.473
ELB improved by 6.16107

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.235
ELB improved by 5.23795

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.59
ELB improved by 3.64554

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.189
ELB improved by 2.40097

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.429
ELB improved by 1.75943

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.967
ELB improved by 1.46213

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.636
ELB improved by 1.3314

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.361
ELB improved by 1.27455

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.116
ELB improved by 1.24486

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.896
ELB improved by 1.22057

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.701
ELB improved by 1.19479

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.532
ELB improved by 1.16856

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.388
ELB improved by 1.14425

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.268
ELB improved by 1.12053

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.177
ELB improved by 1.09016

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.136
ELB improved by 1.04137

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.173
ELB improved by 0.963556

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.317
ELB improved by 0.855086

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.591
ELB improved by 0.726712

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.994
ELB improved by 0.596484

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.514
ELB improved by 0.480381

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.127
ELB improved by 0.386629

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.811
ELB improved by 0.316459

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.543
ELB improved by 0.267745

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.306
ELB improved by 0.237286

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.085
ELB improved by 0.220537

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.874
ELB improved by 0.210775

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.673
ELB improved by 0.201457

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.482
ELB improved by 0.190611

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.303
ELB improved by 0.179302

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.137
ELB improved by 0.166541

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.986
ELB improved by 0.150106

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.857
ELB improved by 0.129538

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.751
ELB improved by 0.106177

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.668
ELB improved by 0.082843

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.605
ELB improved by 0.0626926

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.558
ELB improved by 0.0471633

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.522
ELB improved by 0.0358472

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.494
ELB improved by 0.0276904

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.473
ELB improved by 0.0217533

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.455
ELB improved by 0.0173676

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.441
ELB improved by 0.0140818

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.43
ELB improved by 0.0115893

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.42
ELB improved by 0.00967766

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-845.176
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-561.075
ELB improved by 284.101

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-497.625
ELB improved by 63.4502

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.294
ELB improved by 39.3305

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.692
ELB improved by 17.602

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.029
ELB improved by 7.6634

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.209
ELB improved by 4.82011

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.209
ELB improved by 4.00011

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.306
ELB improved by 3.9022

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.131
ELB improved by 4.17538

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.496
ELB improved by 4.63491

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.494
ELB improved by 5.00215

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.648
ELB improved by 4.84545

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.679
ELB improved by 3.96962

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.903
ELB improved by 2.77582

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.081
ELB improved by 1.82152

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.796
ELB improved by 1.28533

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.763
ELB improved by 1.03282

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.902
ELB improved by 0.860941

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.229
ELB improved by 0.672991

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.721
ELB improved by 0.508342

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.322
ELB improved by 0.398805

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.99
ELB improved by 0.332305

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.699
ELB improved by 0.290677

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.436
ELB improved by 0.262791

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.193
ELB improved by 0.242975

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.965
ELB improved by 0.228344

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.748
ELB improved by 0.217328

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.539
ELB improved by 0.208992

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.336
ELB improved by 0.20272

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.138
ELB improved by 0.198056

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.943
ELB improved by 0.194633

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.751
ELB improved by 0.192179

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.561
ELB improved by 0.190568

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.371
ELB improved by 0.18985

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.181
ELB improved by 0.190172

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.989
ELB improved by 0.191511

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.796
ELB improved by 0.193292

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.602
ELB improved by 0.194206

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.409
ELB improved by 0.192816

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.22
ELB improved by 0.18888

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.036
ELB improved by 0.183944

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.856
ELB improved by 0.180234

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.677
ELB improved by 0.179212

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.495
ELB improved by 0.18122

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.309
ELB improved by 0.18592

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.117
ELB improved by 0.19275

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.916
ELB improved by 0.201139

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.705
ELB improved by 0.210545

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.485
ELB improved by 0.220443

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.254
ELB improved by 0.230321

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.015
ELB improved by 0.239703

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.766
ELB improved by 0.248205

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.511
ELB improved by 0.25561

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.249
ELB improved by 0.26194

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.981
ELB improved by 0.267506

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.708
ELB improved by 0.27296

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.429
ELB improved by 0.279552

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.139
ELB improved by 0.289987

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.829
ELB improved by 0.310121

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.48
ELB improved by 0.348852

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.077
ELB improved by 0.40268

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.656
ELB improved by 0.420868

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.298
ELB improved by 0.358034

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.033
ELB improved by 0.26505

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.843
ELB improved by 0.189855

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.705
ELB improved by 0.138016

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.601
ELB improved by 0.104024

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.52
ELB improved by 0.0815374

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.454
ELB improved by 0.0659651

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.399
ELB improved by 0.0545994

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.353
ELB improved by 0.045935

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.314
ELB improved by 0.0391078

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.281
ELB improved by 0.0335841

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.252
ELB improved by 0.0290114

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.226
ELB improved by 0.0251477

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.205
ELB improved by 0.0218267

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.186
ELB improved by 0.0189371

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.169
ELB improved by 0.0164075

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.155
ELB improved by 0.0141934

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.143
ELB improved by 0.0122657

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.132
ELB improved by 0.0106018

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.123
ELB improved by 0.00918026

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.378   0.234   2.598 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0520.0220.075
getPIPs0.0460.0170.063
graper0.0840.0170.100
makeExampleData0.0080.0030.010
makeExampleDataWithUnequalGroups0.0090.0050.013
plotELBO0.3360.0250.360
plotGroupPenalties1.0770.0671.145
plotPosterior0.6270.0260.653
predict.graper2.0680.0652.133
print.graper0.0470.0150.061