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This page was generated on 2026-02-07 11:32 -0500 (Sat, 07 Feb 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_64R Under development (unstable) (2026-01-15 r89304) -- "Unsuffered Consequences" 4858
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 922/2347HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.27.0  (landing page)
Britta Velten
Snapshot Date: 2026-02-06 13:40 -0500 (Fri, 06 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: 2026-02-07 00:13:40 -0500 (Sat, 07 Feb 2026)
EndedAt: 2026-02-07 00:15:11 -0500 (Sat, 07 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=-853.377
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-572.725
ELB improved by 280.652

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-513.579
ELB improved by 59.1455

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-475.659
ELB improved by 37.92

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.933
ELB improved by 16.7263

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.515
ELB improved by 6.41723

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.916
ELB improved by 3.59966

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.849
ELB improved by 3.06715

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.789
ELB improved by 3.06005

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.591
ELB improved by 3.19737

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.276
ELB improved by 3.31495

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.999
ELB improved by 3.2776

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.012
ELB improved by 2.98669

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.549
ELB improved by 2.46302

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.695
ELB improved by 1.85432

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.372
ELB improved by 1.32222

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.433
ELB improved by 0.939137

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.743
ELB improved by 0.690442

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.207
ELB improved by 0.536051

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.763
ELB improved by 0.443968

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.371
ELB improved by 0.391847

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.006
ELB improved by 0.364781

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.652
ELB improved by 0.354011

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.297
ELB improved by 0.355143

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.931
ELB improved by 0.366423

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.543
ELB improved by 0.38707

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.129
ELB improved by 0.414855

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.685
ELB improved by 0.443386

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.221
ELB improved by 0.463737

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.749
ELB improved by 0.472574

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.274
ELB improved by 0.475341

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.794
ELB improved by 0.479696

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.302
ELB improved by 0.491947

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.782
ELB improved by 0.519822

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.205
ELB improved by 0.57685

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.519
ELB improved by 0.686408

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.646
ELB improved by 0.872457

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.545
ELB improved by 1.10184

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.262
ELB improved by 1.2826

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.841
ELB improved by 1.42089

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.299
ELB improved by 1.54252

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.717
ELB improved by 1.58189

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.26
ELB improved by 1.45667

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.067
ELB improved by 1.19255

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.171
ELB improved by 0.896545

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.529
ELB improved by 0.641478

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.085
ELB improved by 0.444318

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.785
ELB improved by 0.30018

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.584
ELB improved by 0.20109

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.447
ELB improved by 0.136937

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.35
ELB improved by 0.0967352

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.279
ELB improved by 0.0714683

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.224
ELB improved by 0.0550846

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.18
ELB improved by 0.0439557

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.144
ELB improved by 0.0360118

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.114
ELB improved by 0.0300824

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.088
ELB improved by 0.0254926

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.066
ELB improved by 0.0218398

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.047
ELB improved by 0.0188724

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.031
ELB improved by 0.0164256

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.017
ELB improved by 0.014386

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.004
ELB improved by 0.012672

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.993
ELB improved by 0.0112229

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.983
ELB improved by 0.00999168

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-832.89
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-567.708
ELB improved by 265.182

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-512.803
ELB improved by 54.9047

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-477.537
ELB improved by 35.266

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.819
ELB improved by 17.7175

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.862
ELB improved by 8.95692

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.185
ELB improved by 5.67777

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.481
ELB improved by 4.70329

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.996
ELB improved by 4.48519

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.67
ELB improved by 4.32613

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.713
ELB improved by 3.95679

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.365
ELB improved by 3.34833

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.724
ELB improved by 2.64073

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.73
ELB improved by 1.99406

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.253
ELB improved by 1.47754

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.167
ELB improved by 1.08604

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.368
ELB improved by 0.798387

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.775
ELB improved by 0.592822

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.328
ELB improved by 0.447389

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.983
ELB improved by 0.344805

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.71
ELB improved by 0.27294

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.488
ELB improved by 0.222743

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.3
ELB improved by 0.187326

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.138
ELB improved by 0.161772

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.996
ELB improved by 0.1428

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.867
ELB improved by 0.128305

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.75
ELB improved by 0.116951

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.642
ELB improved by 0.107877

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.542
ELB improved by 0.100518

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.447
ELB improved by 0.0944843

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.358
ELB improved by 0.0895018

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.273
ELB improved by 0.0853673

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.191
ELB improved by 0.0819275

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.112
ELB improved by 0.0790638

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.035
ELB improved by 0.0766834

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.96
ELB improved by 0.0747133

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.887
ELB improved by 0.0730959

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.815
ELB improved by 0.0717866

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.745
ELB improved by 0.0707514

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.675
ELB improved by 0.0699652

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.605
ELB improved by 0.0694109

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.536
ELB improved by 0.0690783

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.467
ELB improved by 0.0689629

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.398
ELB improved by 0.0690655

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.329
ELB improved by 0.0693906

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.259
ELB improved by 0.0699463

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.188
ELB improved by 0.0707423

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.116
ELB improved by 0.0717889

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.043
ELB improved by 0.0730951

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.968
ELB improved by 0.074667

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.892
ELB improved by 0.0765051

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.813
ELB improved by 0.0786028

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.732
ELB improved by 0.0809449

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.649
ELB improved by 0.0835079

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.563
ELB improved by 0.0862624

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.473
ELB improved by 0.0891788

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.381
ELB improved by 0.0922348

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.286
ELB improved by 0.0954232

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.187
ELB improved by 0.098758

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.085
ELB improved by 0.102274

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.979
ELB improved by 0.106022

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.869
ELB improved by 0.110056

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.754
ELB improved by 0.114421

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.635
ELB improved by 0.11914

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.511
ELB improved by 0.124205

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.381
ELB improved by 0.129574

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.246
ELB improved by 0.135165

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.105
ELB improved by 0.140861

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.959
ELB improved by 0.146509

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.807
ELB improved by 0.151926

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.65
ELB improved by 0.156906

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.489
ELB improved by 0.161233

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.324
ELB improved by 0.164688

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.157
ELB improved by 0.167075

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.989
ELB improved by 0.168243

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.821
ELB improved by 0.168116

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.654
ELB improved by 0.166724

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.49
ELB improved by 0.164231

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.329
ELB improved by 0.160958

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.171
ELB improved by 0.157445

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.017
ELB improved by 0.154592

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.863
ELB improved by 0.153885

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.705
ELB improved by 0.157592

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.537
ELB improved by 0.168694

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.346
ELB improved by 0.190052

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.124
ELB improved by 0.222313

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.864
ELB improved by 0.260351

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.576
ELB improved by 0.288288

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.295
ELB improved by 0.28019

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.068
ELB improved by 0.227028

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.91
ELB improved by 0.158667

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.802
ELB improved by 0.10743

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.722
ELB improved by 0.0797424

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.654
ELB improved by 0.0686286

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.588
ELB improved by 0.0661706

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.522
ELB improved by 0.0652971

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.462
ELB improved by 0.0601337

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.413
ELB improved by 0.0490614

iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.378
ELB improved by 0.0356281

iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.353
ELB improved by 0.0241692

iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.337
ELB improved by 0.0162945

iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.326
ELB improved by 0.0114622

iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.317
ELB improved by 0.00860708

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-863.79
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-559.847
ELB improved by 303.943

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-501.2
ELB improved by 58.6476

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-468.702
ELB improved by 32.4975

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.131
ELB improved by 12.5705

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.06
ELB improved by 5.07128

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.018
ELB improved by 3.04218

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.487
ELB improved by 2.53057

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.026
ELB improved by 2.46144

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.426
ELB improved by 2.60027

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.552
ELB improved by 2.87358

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.374
ELB improved by 3.17809

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.075
ELB improved by 3.2991

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.074
ELB improved by 3.00112

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.748
ELB improved by 2.32616

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.142
ELB improved by 1.60527

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.058
ELB improved by 1.08475

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.274
ELB improved by 0.783674

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.651
ELB improved by 0.623489

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.115
ELB improved by 0.535406

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.634
ELB improved by 0.480938

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.192
ELB improved by 0.442024

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.781
ELB improved by 0.410948

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.397
ELB improved by 0.384645

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.035
ELB improved by 0.361949

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.692
ELB improved by 0.342411

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.366
ELB improved by 0.325868

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.054
ELB improved by 0.312327

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.752
ELB improved by 0.301958

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.457
ELB improved by 0.295139

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.164
ELB improved by 0.292586

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.869
ELB improved by 0.29568

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.561
ELB improved by 0.307221

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.228
ELB improved by 0.333114

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.843
ELB improved by 0.385724

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.355
ELB improved by 0.487306

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.695
ELB improved by 0.659873

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.81
ELB improved by 0.885638

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.728
ELB improved by 1.08138

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.541
ELB improved by 1.18776

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.233
ELB improved by 1.30735

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.743
ELB improved by 1.48985

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.224
ELB improved by 1.51928

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.914
ELB improved by 1.31051

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.882
ELB improved by 1.03145

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.129
ELB improved by 0.753371

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.607
ELB improved by 0.521962

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.249
ELB improved by 0.357789

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.998
ELB improved by 0.250692

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.816
ELB improved by 0.182616

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.677
ELB improved by 0.138877

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.567
ELB improved by 0.109871

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.477
ELB improved by 0.0898635

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.402
ELB improved by 0.0755694

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.336
ELB improved by 0.0651508

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.279
ELB improved by 0.0576275

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.226
ELB improved by 0.0525713

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.176
ELB improved by 0.0499853

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.126
ELB improved by 0.0502838

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.072
ELB improved by 0.054229

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.009
ELB improved by 0.0624504

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.935
ELB improved by 0.0740221

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.85
ELB improved by 0.0849757

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.759
ELB improved by 0.0908373

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.666
ELB improved by 0.0929666

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.569
ELB improved by 0.0970981

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.467
ELB improved by 0.102439

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.369
ELB improved by 0.0979249

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.292
ELB improved by 0.0771541

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.241
ELB improved by 0.0503752

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.212
ELB improved by 0.0298054

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.194
ELB improved by 0.0178545

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.182
ELB improved by 0.0117613

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.173
ELB improved by 0.00875247

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-850.389
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-594.787
ELB improved by 255.602

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-537.069
ELB improved by 57.7183

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-491.666
ELB improved by 45.403

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-466.292
ELB improved by 25.3733

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.527
ELB improved by 11.7657

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.236
ELB improved by 6.29053

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.184
ELB improved by 5.0524

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.096
ELB improved by 5.08746

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.428
ELB improved by 5.66824

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.775
ELB improved by 6.65258

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.028
ELB improved by 7.74785

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.918
ELB improved by 8.1095

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.059
ELB improved by 6.85879

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.407
ELB improved by 4.65229

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.535
ELB improved by 2.87252

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.766
ELB improved by 1.76853

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.666
ELB improved by 1.09958

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.946
ELB improved by 0.719966

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.432
ELB improved by 0.51461

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.03
ELB improved by 0.401921

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.693
ELB improved by 0.337421

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.393
ELB improved by 0.29918

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.117
ELB improved by 0.276454

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.853
ELB improved by 0.263758

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.595
ELB improved by 0.258108

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.337
ELB improved by 0.257783

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.075
ELB improved by 0.261775

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.806
ELB improved by 0.269558

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.525
ELB improved by 0.281007

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.228
ELB improved by 0.296426

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.912
ELB improved by 0.316624

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.569
ELB improved by 0.343078

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.191
ELB improved by 0.378177

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.765
ELB improved by 0.425672

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.273
ELB improved by 0.491519

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.688
ELB improved by 0.585643

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.962
ELB improved by 0.725357

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.025
ELB improved by 0.937619

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.793
ELB improved by 1.23181

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.289
ELB improved by 1.50369

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.701
ELB improved by 1.58817

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.217
ELB improved by 1.48406

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.95
ELB improved by 1.26712

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.943
ELB improved by 1.0072

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.181
ELB improved by 0.762121

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.62
ELB improved by 0.560646

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.215
ELB improved by 0.405174

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.925
ELB improved by 0.289676

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.717
ELB improved by 0.208547

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.561
ELB improved by 0.155439

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.438
ELB improved by 0.123014

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.334
ELB improved by 0.104564

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.239
ELB improved by 0.0945294

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.151
ELB improved by 0.0879564

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.071
ELB improved by 0.080467

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.001
ELB improved by 0.0696406

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.945
ELB improved by 0.0562766

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.902
ELB improved by 0.043163

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.869
ELB improved by 0.0324737

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.844
ELB improved by 0.0247108

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.825
ELB improved by 0.0193416

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.809
ELB improved by 0.0156257

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.796
ELB improved by 0.0129809

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.785
ELB improved by 0.0110277

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.776
ELB improved by 0.009534

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.403   0.215   2.608 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0580.0180.076
getPIPs0.0510.0120.063
graper0.0790.0200.099
makeExampleData0.0090.0020.011
makeExampleDataWithUnequalGroups0.0090.0040.013
plotELBO0.3530.0230.375
plotGroupPenalties1.1440.0461.190
plotPosterior0.6580.0170.677
predict.graper2.0490.0752.124
print.graper0.0490.0140.063