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This page was generated on 2026-04-20 11:35 -0400 (Mon, 20 Apr 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.4 LTS)x86_644.6.0 alpha (2026-04-05 r89794) 4961
kjohnson3macOS 13.7.7 Venturaarm644.6.0 alpha (2026-04-08 r89818) 4690
kunpeng2Linux (openEuler 24.03 LTS)aarch64R Under development (unstable) (2025-02-19 r87757) -- "Unsuffered Consequences" 4627
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 938/2404HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.27.0  (landing page)
Britta Velten
Snapshot Date: 2026-04-19 13:40 -0400 (Sun, 19 Apr 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 -0400 (Wed, 29 Oct 2025)
nebbiolo1Linux (Ubuntu 24.04.4 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
kunpeng2Linux (openEuler 24.03 LTS) / aarch64  OK    OK    OK  
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: 2026-04-20 00:30:23 -0400 (Mon, 20 Apr 2026)
EndedAt: 2026-04-20 00:31:59 -0400 (Mon, 20 Apr 2026)
EllapsedTime: 96.2 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 version 4.6.0 alpha (2026-04-05 r89794)
* using platform: x86_64-pc-linux-gnu
* R was compiled by
    gcc (Ubuntu 13.3.0-6ubuntu2~24.04.1) 13.3.0
    GNU Fortran (Ubuntu 13.3.0-6ubuntu2~24.04.1) 13.3.0
* running under: Ubuntu 24.04.4 LTS
* using session charset: UTF-8
* current time: 2026-04-20 04:30:23 UTC
* 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 13.3.0-6ubuntu2~24.04.1) 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 13.3.0-6ubuntu2~24.04.1) 13.3.0’
g++ -std=gnu++20 -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++20 -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++20 -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 version 4.6.0 alpha (2026-04-05 r89794)
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=-823.729
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-571.847
ELB improved by 251.881

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-512.542
ELB improved by 59.3048

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-472.618
ELB improved by 39.9249

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.19
ELB improved by 19.4278

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.758
ELB improved by 8.43147

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.169
ELB improved by 4.58898

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.722
ELB improved by 3.44747

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.671
ELB improved by 3.05056

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.843
ELB improved by 2.82826

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.254
ELB improved by 2.58875

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.989
ELB improved by 2.26496

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.112
ELB improved by 1.87718

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.626
ELB improved by 1.48614

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.485
ELB improved by 1.14051

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.623
ELB improved by 0.86257

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.968
ELB improved by 0.654885

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.461
ELB improved by 0.506687

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.06
ELB improved by 0.401745

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.734
ELB improved by 0.325494

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.466
ELB improved by 0.267861

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.243
ELB improved by 0.222862

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.056
ELB improved by 0.187168

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.897
ELB improved by 0.158822

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.761
ELB improved by 0.136438

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.642
ELB improved by 0.118847

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.537
ELB improved by 0.105022

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.443
ELB improved by 0.0941153

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.357
ELB improved by 0.0854758

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.279
ELB improved by 0.0786341

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.206
ELB improved by 0.0732601

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.136
ELB improved by 0.0691207

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.07
ELB improved by 0.0660462

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.006
ELB improved by 0.0639101

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.944
ELB improved by 0.062617

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.882
ELB improved by 0.0620974

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.819
ELB improved by 0.062305

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.756
ELB improved by 0.0632139

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.691
ELB improved by 0.0648176

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.624
ELB improved by 0.0671263

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.554
ELB improved by 0.0701653

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.48
ELB improved by 0.073972

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.402
ELB improved by 0.0785931

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.317
ELB improved by 0.084081

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.227
ELB improved by 0.0904891

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.129
ELB improved by 0.0978659

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.023
ELB improved by 0.106248

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.907
ELB improved by 0.115654

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.781
ELB improved by 0.126072

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.644
ELB improved by 0.137459

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.494
ELB improved by 0.149734

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.331
ELB improved by 0.162778

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.155
ELB improved by 0.176447

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.964
ELB improved by 0.19059

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.759
ELB improved by 0.205082

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.539
ELB improved by 0.219865

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.304
ELB improved by 0.235015

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.053
ELB improved by 0.250817

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.785
ELB improved by 0.267886

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.498
ELB improved by 0.287341

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.187
ELB improved by 0.311095

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.845
ELB improved by 0.342317

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.459
ELB improved by 0.386058

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.009
ELB improved by 0.449538

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.469
ELB improved by 0.539835

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.815
ELB improved by 0.653841

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.055
ELB improved by 0.760705

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.249
ELB improved by 0.805914

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.487
ELB improved by 0.761941

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.83
ELB improved by 0.656559

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.296
ELB improved by 0.534833

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.87
ELB improved by 0.425778

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.529
ELB improved by 0.341007

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.247
ELB improved by 0.28219

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406
ELB improved by 0.246424

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.773
ELB improved by 0.227486

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.56
ELB improved by 0.213081

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.372
ELB improved by 0.187291

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.224
ELB improved by 0.148258

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.113
ELB improved by 0.1112

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.028
ELB improved by 0.0850185

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.96
ELB improved by 0.0677333

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.904
ELB improved by 0.0558036

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.857
ELB improved by 0.0471547

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.816
ELB improved by 0.0406139

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.781
ELB improved by 0.0354149

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.75
ELB improved by 0.0310676

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.723
ELB improved by 0.0273072

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.699
ELB improved by 0.0240193

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.678
ELB improved by 0.021157

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.659
ELB improved by 0.0186874

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.642
ELB improved by 0.0165705

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.627
ELB improved by 0.0147598

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.614
ELB improved by 0.0132087

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.602
ELB improved by 0.0118748

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.592
ELB improved by 0.0107222

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.582
ELB improved by 0.00972152

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-907.5
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-574.881
ELB improved by 332.618

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-513.965
ELB improved by 60.9169

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-479.264
ELB improved by 34.7001

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-466.144
ELB improved by 13.1208

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.217
ELB improved by 5.92693

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.415
ELB improved by 3.80183

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.376
ELB improved by 3.0388

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.663
ELB improved by 2.7134

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.111
ELB improved by 2.55195

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.655
ELB improved by 2.45621

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.281
ELB improved by 2.37317

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.018
ELB improved by 2.26357

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.923
ELB improved by 2.09511

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.07
ELB improved by 1.85232

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.52
ELB improved by 1.54998

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.289
ELB improved by 1.23139

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.344
ELB improved by 0.945463

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.623
ELB improved by 0.720847

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.063
ELB improved by 0.559737

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.614
ELB improved by 0.449195

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.24
ELB improved by 0.373587

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.92
ELB improved by 0.320508

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.638
ELB improved by 0.281702

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.386
ELB improved by 0.252094

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.157
ELB improved by 0.228703

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.947
ELB improved by 0.209916

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.752
ELB improved by 0.195031

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.568
ELB improved by 0.183871

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.392
ELB improved by 0.176493

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.219
ELB improved by 0.17304

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.045
ELB improved by 0.173773

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.866
ELB improved by 0.179183

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.676
ELB improved by 0.1901

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.468
ELB improved by 0.207668

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.235
ELB improved by 0.233006

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.969
ELB improved by 0.266338

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.663
ELB improved by 0.305874

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.315
ELB improved by 0.347837

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.926
ELB improved by 0.389404

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.493
ELB improved by 0.432358

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.012
ELB improved by 0.481078

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.476
ELB improved by 0.536599

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.878
ELB improved by 0.597111

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.214
ELB improved by 0.664309

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.47
ELB improved by 0.743995

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.63
ELB improved by 0.839765

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.681
ELB improved by 0.949181

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.616
ELB improved by 1.06556

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.437
ELB improved by 1.17837

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.175
ELB improved by 1.26196

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.905
ELB improved by 1.27002

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.732
ELB improved by 1.17336

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.736
ELB improved by 0.995829

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.944
ELB improved by 0.791641

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.34
ELB improved by 0.604808

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.886
ELB improved by 0.453445

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.548
ELB improved by 0.338433

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.293
ELB improved by 0.254395

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.099
ELB improved by 0.194648

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.946
ELB improved by 0.153064

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.821
ELB improved by 0.124861

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.714
ELB improved by 0.106796

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.617
ELB improved by 0.0970368

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.522
ELB improved by 0.0948682

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.422
ELB improved by 0.0999736

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.312
ELB improved by 0.110482

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.192
ELB improved by 0.119962

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.073
ELB improved by 0.118563

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.97
ELB improved by 0.102764

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.89
ELB improved by 0.0800323

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.831
ELB improved by 0.0592974

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.787
ELB improved by 0.0439271

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.754
ELB improved by 0.0334224

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.727
ELB improved by 0.0263469

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.706
ELB improved by 0.0214984

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.688
ELB improved by 0.0180739

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.672
ELB improved by 0.0155721

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.659
ELB improved by 0.0136841

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.646
ELB improved by 0.0122174

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.635
ELB improved by 0.011049

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.625
ELB improved by 0.0100983

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.616
ELB improved by 0.00931064

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-867.895
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-604.287
ELB improved by 263.607

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-539.363
ELB improved by 64.9241

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-485.19
ELB improved by 54.1732

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.133
ELB improved by 28.0569

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.679
ELB improved by 11.4537

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.645
ELB improved by 7.03442

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.57
ELB improved by 6.07467

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.296
ELB improved by 6.27445

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.537
ELB improved by 6.7591

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.671
ELB improved by 6.86591

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.558
ELB improved by 6.11247

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.884
ELB improved by 4.67478

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.555
ELB improved by 3.32875

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.982
ELB improved by 2.57232

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.822
ELB improved by 2.16064

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.209
ELB improved by 1.61326

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.166
ELB improved by 1.04232

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.5
ELB improved by 0.665906

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.05
ELB improved by 0.450153

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.726
ELB improved by 0.324406

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.479
ELB improved by 0.246344

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.285
ELB improved by 0.19432

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.128
ELB improved by 0.157487

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.997
ELB improved by 0.130201

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.888
ELB improved by 0.109314

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.795
ELB improved by 0.0929332

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.715
ELB improved by 0.0798428

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.646
ELB improved by 0.069222

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.586
ELB improved by 0.0604944

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.532
ELB improved by 0.0532435

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.485
ELB improved by 0.0471614

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.443
ELB improved by 0.0420158

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.406
ELB improved by 0.0376292

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.372
ELB improved by 0.0338636

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.341
ELB improved by 0.0306107

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.313
ELB improved by 0.0277844

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.288
ELB improved by 0.0253159

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.265
ELB improved by 0.0231492

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.244
ELB improved by 0.0212389

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.224
ELB improved by 0.0195474

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.206
ELB improved by 0.0180439

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.189
ELB improved by 0.0167025

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.174
ELB improved by 0.0155016

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.159
ELB improved by 0.0144229

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.146
ELB improved by 0.0134509

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.133
ELB improved by 0.0125726

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.122
ELB improved by 0.0117767

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.111
ELB improved by 0.0110535

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.1
ELB improved by 0.0103946

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.09
ELB improved by 0.00979298

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-855.354
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-564.575
ELB improved by 290.779

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-503.602
ELB improved by 60.9738

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-465.643
ELB improved by 37.9584

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.009
ELB improved by 16.6343

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.782
ELB improved by 6.22646

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.662
ELB improved by 3.12077

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.517
ELB improved by 2.14427

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.778
ELB improved by 1.73983

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.226
ELB improved by 1.55123

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.767
ELB improved by 1.45969

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.348
ELB improved by 1.4184

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.938
ELB improved by 1.41001

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.51
ELB improved by 1.42835

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.041
ELB improved by 1.46924

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.516
ELB improved by 1.5248

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.937
ELB improved by 1.57888

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.334
ELB improved by 1.60309

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.776
ELB improved by 1.55788

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.365
ELB improved by 1.41091

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.194
ELB improved by 1.17133

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.295
ELB improved by 0.898427

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.636
ELB improved by 0.658992

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.152
ELB improved by 0.483858

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.784
ELB improved by 0.368539

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.488
ELB improved by 0.296034

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.237
ELB improved by 0.251064

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.014
ELB improved by 0.222942

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.809
ELB improved by 0.204669

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.617
ELB improved by 0.191857

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.435
ELB improved by 0.181897

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.262
ELB improved by 0.173313

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.097
ELB improved by 0.165318

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.939
ELB improved by 0.157532

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.789
ELB improved by 0.14981

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.647
ELB improved by 0.142141

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.513
ELB improved by 0.134585

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.386
ELB improved by 0.127228

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.265
ELB improved by 0.12016

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.152
ELB improved by 0.113455

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.045
ELB improved by 0.107167

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.943
ELB improved by 0.101326

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.847
ELB improved by 0.0959391

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.756
ELB improved by 0.0909934

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.67
ELB improved by 0.0864621

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.588
ELB improved by 0.0823071

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.509
ELB improved by 0.0784831

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.434
ELB improved by 0.074941

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.363
ELB improved by 0.0716315

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.294
ELB improved by 0.0685074

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.229
ELB improved by 0.0655274

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.166
ELB improved by 0.062658

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.106
ELB improved by 0.0598754

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.049
ELB improved by 0.0571658

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.994
ELB improved by 0.0545241

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.942
ELB improved by 0.0519513

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.893
ELB improved by 0.0494512

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.846
ELB improved by 0.047028

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.801
ELB improved by 0.044684

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.759
ELB improved by 0.0424195

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.719
ELB improved by 0.0402322

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.681
ELB improved by 0.0381189

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.644
ELB improved by 0.0360761

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.61
ELB improved by 0.0341008

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.578
ELB improved by 0.0321908

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.548
ELB improved by 0.0303453

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.519
ELB improved by 0.0285643

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.492
ELB improved by 0.0268489

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.467
ELB improved by 0.0252008

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.444
ELB improved by 0.0236217

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.421
ELB improved by 0.0221135

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.401
ELB improved by 0.0206779

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.381
ELB improved by 0.019316

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.363
ELB improved by 0.0180283

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.347
ELB improved by 0.016815

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.331
ELB improved by 0.0156752

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.316
ELB improved by 0.0146078

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.303
ELB improved by 0.0136109

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.29
ELB improved by 0.0126823

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.278
ELB improved by 0.0118192

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.267
ELB improved by 0.0110188

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.257
ELB improved by 0.0102777

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.247
ELB improved by 0.00959258

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.472   0.208   2.667 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0510.0270.078
getPIPs0.0800.0260.106
graper0.0840.0170.100
makeExampleData0.010.000.01
makeExampleDataWithUnequalGroups0.0110.0000.011
plotELBO0.2960.0360.333
plotGroupPenalties0.9470.0170.965
plotPosterior0.6630.0100.674
predict.graper2.0810.0652.146
print.graper0.0480.0150.065