Back to Multiple platform build/check report for BioC 3.23:   simplified   long
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This page was generated on 2026-04-04 11:35 -0400 (Sat, 04 Apr 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_644.6.0 alpha (2026-03-30 r89742) 4900
kjohnson3macOS 13.7.7 Venturaarm644.6.0 alpha (2026-03-28 r89739) 4634
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 935/2381HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.27.0  (landing page)
Britta Velten
Snapshot Date: 2026-04-03 13:40 -0400 (Fri, 03 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 24.04.3 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
kjohnson3macOS 13.7.7 Ventura / arm64  OK    OK    OK    OK  UNNEEDED, same version is already published
See other builds for graper in R Universe.


CHECK results for graper on nebbiolo1

To the developers/maintainers of the graper package:
- Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/graper.git to reflect on this report. See Troubleshooting Build Report for more information.
- Use the following Renviron settings to reproduce errors and warnings.
- If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information.

raw results


Summary

Package: graper
Version: 1.27.0
Command: /home/biocbuild/bbs-3.23-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.23-bioc/R/site-library --timings graper_1.27.0.tar.gz
StartedAt: 2026-04-04 00:08:51 -0400 (Sat, 04 Apr 2026)
EndedAt: 2026-04-04 00:10:20 -0400 (Sat, 04 Apr 2026)
EllapsedTime: 89.2 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 (2026-03-30 r89742)
* 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: 2026-04-04 04:08:51 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/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
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 (2026-03-30 r89742)
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=-864.413
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-583.627
ELB improved by 280.786

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-525.309
ELB improved by 58.3182

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-485.418
ELB improved by 39.8907

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-466.835
ELB improved by 18.5829

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.748
ELB improved by 8.08736

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.152
ELB improved by 4.59628

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.596
ELB improved by 3.55586

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.336
ELB improved by 3.26001

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.228
ELB improved by 3.10737

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.396
ELB improved by 2.83235

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.034
ELB improved by 2.36214

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.229
ELB improved by 1.80452

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.91
ELB improved by 1.31915

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.933
ELB improved by 0.976793

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.171
ELB improved by 0.762176

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.539
ELB improved by 0.632467

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.986
ELB improved by 0.552761

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.484
ELB improved by 0.502522

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.013
ELB improved by 0.470956

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.56
ELB improved by 0.452353

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.117
ELB improved by 0.443498

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.674
ELB improved by 0.44231

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.228
ELB improved by 0.446748

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.774
ELB improved by 0.453513

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.317
ELB improved by 0.457517

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.862
ELB improved by 0.454502

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.417
ELB improved by 0.445526

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.98
ELB improved by 0.437013

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.543
ELB improved by 0.436838

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.089
ELB improved by 0.453734

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.587
ELB improved by 0.502045

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.977
ELB improved by 0.609537

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.167
ELB improved by 0.810425

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.099
ELB improved by 1.06805

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.843
ELB improved by 1.25617

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.475
ELB improved by 1.36775

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.021
ELB improved by 1.45392

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.515
ELB improved by 1.50642

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.013
ELB improved by 1.5016

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.579
ELB improved by 1.43458

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.291
ELB improved by 1.28724

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.269
ELB improved by 1.02218

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.554
ELB improved by 0.715392

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.075
ELB improved by 0.478293

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.749
ELB improved by 0.326372

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.514
ELB improved by 0.234755

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.334
ELB improved by 0.180185

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.187
ELB improved by 0.147412

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.059
ELB improved by 0.127279

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.946
ELB improved by 0.113836

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.843
ELB improved by 0.102648

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.752
ELB improved by 0.0908535

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.674
ELB improved by 0.0780367

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.608
ELB improved by 0.0658024

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.552
ELB improved by 0.0558578

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.504
ELB improved by 0.0488077

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.459
ELB improved by 0.044403

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.417
ELB improved by 0.0421371

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.376
ELB improved by 0.0415009

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.334
ELB improved by 0.041937

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.291
ELB improved by 0.0427049

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.248
ELB improved by 0.0428828

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.206
ELB improved by 0.0416745

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.167
ELB improved by 0.0388805

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.132
ELB improved by 0.035042

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.101
ELB improved by 0.0310392

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.074
ELB improved by 0.0275849

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.049
ELB improved by 0.0250688

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.025
ELB improved by 0.0237194

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.001
ELB improved by 0.0238465

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.975
ELB improved by 0.0260747

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.944
ELB improved by 0.0316093

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.901
ELB improved by 0.0425517

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.839
ELB improved by 0.0619603

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.747
ELB improved by 0.0923765

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.616
ELB improved by 0.130147

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.46
ELB improved by 0.156669

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.313
ELB improved by 0.146875

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.208
ELB improved by 0.104714

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.147
ELB improved by 0.0607315

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.115
ELB improved by 0.032012

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.098
ELB improved by 0.0171028

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.088
ELB improved by 0.0101136

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.081
ELB improved by 0.00691066

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-856.128
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-563.677
ELB improved by 292.452

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-503.881
ELB improved by 59.7952

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-465.906
ELB improved by 37.9754

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.569
ELB improved by 16.3368

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.909
ELB improved by 6.65998

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.135
ELB improved by 3.77442

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.434
ELB improved by 2.70075

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.183
ELB improved by 2.25104

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.092
ELB improved by 2.09109

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.029
ELB improved by 2.06259

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.942
ELB improved by 2.08758

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.824
ELB improved by 2.11788

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.715
ELB improved by 2.10874

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.7
ELB improved by 2.01469

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.892
ELB improved by 1.80887

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.382
ELB improved by 1.50985

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.201
ELB improved by 1.1809

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.31
ELB improved by 0.890619

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.636
ELB improved by 0.67402

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.108
ELB improved by 0.528453

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.675
ELB improved by 0.43283

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.309
ELB improved by 0.366094

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.993
ELB improved by 0.315984

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.715
ELB improved by 0.278333

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.463
ELB improved by 0.251945

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.227
ELB improved by 0.235345

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.001
ELB improved by 0.226556

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.777
ELB improved by 0.223776

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.551
ELB improved by 0.22569

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.32
ELB improved by 0.231429

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.079
ELB improved by 0.240387

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.827
ELB improved by 0.252056

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.561
ELB improved by 0.265895

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.28
ELB improved by 0.281283

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.983
ELB improved by 0.297571

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.668
ELB improved by 0.31426

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.337
ELB improved by 0.331201

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.988
ELB improved by 0.3487

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.621
ELB improved by 0.367395

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.233
ELB improved by 0.387955

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.822
ELB improved by 0.410703

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.387
ELB improved by 0.435248

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.927
ELB improved by 0.460176

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.444
ELB improved by 0.482858

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.945
ELB improved by 0.499538

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.439
ELB improved by 0.505886

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.941
ELB improved by 0.498053

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.467
ELB improved by 0.473951

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.032
ELB improved by 0.434203

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.65
ELB improved by 0.38229

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.326
ELB improved by 0.32375

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.062
ELB improved by 0.264706

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.851
ELB improved by 0.210303

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.688
ELB improved by 0.163702

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.562
ELB improved by 0.125966

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.465
ELB improved by 0.0966217

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.391
ELB improved by 0.0744015

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.333
ELB improved by 0.0578309

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.287
ELB improved by 0.0455546

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.251
ELB improved by 0.0364615

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.221
ELB improved by 0.0296958

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.197
ELB improved by 0.0246216

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.176
ELB improved by 0.0207756

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.158
ELB improved by 0.0178235

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.142
ELB improved by 0.0155252

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.129
ELB improved by 0.0137084

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.116
ELB improved by 0.0122491

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.105
ELB improved by 0.0110581

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.095
ELB improved by 0.0100707

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.086
ELB improved by 0.00923973

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-891.113
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-565.374
ELB improved by 325.739

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-505.006
ELB improved by 60.3677

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-473.025
ELB improved by 31.9813

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.65
ELB improved by 12.3752

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.947
ELB improved by 5.70259

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.902
ELB improved by 4.04548

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.225
ELB improved by 3.67653

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.562
ELB improved by 3.66304

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.782
ELB improved by 3.77999

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.846
ELB improved by 3.93668

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.768
ELB improved by 4.07742

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.626
ELB improved by 4.14257

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.568
ELB improved by 4.05724

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.813
ELB improved by 3.75524

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.575
ELB improved by 3.23839

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.971
ELB improved by 2.60341

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.996
ELB improved by 1.97518

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.559
ELB improved by 1.43681

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.536
ELB improved by 1.02316

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.804
ELB improved by 0.731963

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.267
ELB improved by 0.537616

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.857
ELB improved by 0.409676

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.533
ELB improved by 0.323852

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.269
ELB improved by 0.264051

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.048
ELB improved by 0.220535

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.861
ELB improved by 0.187596

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.699
ELB improved by 0.161852

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.558
ELB improved by 0.141227

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.433
ELB improved by 0.12438

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.323
ELB improved by 0.110401

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.224
ELB improved by 0.0986478

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.136
ELB improved by 0.0886496

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.056
ELB improved by 0.0800549

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.983
ELB improved by 0.0725954

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.917
ELB improved by 0.0660644

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.857
ELB improved by 0.0603009

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.801
ELB improved by 0.0551787

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.751
ELB improved by 0.0505984

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.704
ELB improved by 0.0464815

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.662
ELB improved by 0.0427654

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.622
ELB improved by 0.0393996

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.586
ELB improved by 0.0363433

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.552
ELB improved by 0.0335627

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.521
ELB improved by 0.0310294

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.493
ELB improved by 0.028719

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.466
ELB improved by 0.0266105

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.441
ELB improved by 0.024685

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.418
ELB improved by 0.0229258

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.397
ELB improved by 0.0213176

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.377
ELB improved by 0.0198468

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.359
ELB improved by 0.0185007

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.341
ELB improved by 0.017268

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.325
ELB improved by 0.0161383

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.31
ELB improved by 0.0151021

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.296
ELB improved by 0.0141508

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.283
ELB improved by 0.0132767

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.27
ELB improved by 0.0124728

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.259
ELB improved by 0.0117327

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.247
ELB improved by 0.0110506

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.237
ELB improved by 0.0104214

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.227
ELB improved by 0.00984041

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-858.317
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-557.684
ELB improved by 300.633

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-497.606
ELB improved by 60.078

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-462.407
ELB improved by 35.199

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.586
ELB improved by 13.8209

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.719
ELB improved by 5.8671

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.127
ELB improved by 3.59227

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.276
ELB improved by 2.85108

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.639
ELB improved by 2.63656

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.008
ELB improved by 2.63143

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.301
ELB improved by 2.707

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.517
ELB improved by 2.78356

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.729
ELB improved by 2.78871

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.079
ELB improved by 2.64966

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.748
ELB improved by 2.33049

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.863
ELB improved by 1.88542

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.428
ELB improved by 1.4354

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.354
ELB improved by 1.07373

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.531
ELB improved by 0.823246

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.867
ELB improved by 0.663196

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.308
ELB improved by 0.559163

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.827
ELB improved by 0.481143

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.412
ELB improved by 0.415183

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.051
ELB improved by 0.360511

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.732
ELB improved by 0.319126

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.441
ELB improved by 0.290837

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.168
ELB improved by 0.273524

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.903
ELB improved by 0.264636

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.641
ELB improved by 0.262159

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.376
ELB improved by 0.264823

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.104
ELB improved by 0.271946

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.821
ELB improved by 0.283255

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.522
ELB improved by 0.298756

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.204
ELB improved by 0.318683

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.86
ELB improved by 0.343466

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.486
ELB improved by 0.373721

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.076
ELB improved by 0.41022

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.622
ELB improved by 0.453827

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.117
ELB improved by 0.505352

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.552
ELB improved by 0.565202

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.919
ELB improved by 0.63265

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.215
ELB improved by 0.704492

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.441
ELB improved by 0.773468

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.613
ELB improved by 0.828121

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.757
ELB improved by 0.856607

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.902
ELB improved by 0.854331

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.071
ELB improved by 0.830849

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.262
ELB improved by 0.809629

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.448
ELB improved by 0.814216

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.604
ELB improved by 0.843053

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.729
ELB improved by 0.875565

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.774
ELB improved by 0.954789

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.627
ELB improved by 1.14714

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.45
ELB improved by 1.17741

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.602
ELB improved by 0.847828

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.103
ELB improved by 0.49905

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.823
ELB improved by 0.279403

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.661
ELB improved by 0.162389

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.559
ELB improved by 0.102337

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.488
ELB improved by 0.0703876

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.436
ELB improved by 0.0521359

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.395
ELB improved by 0.0408352

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.362
ELB improved by 0.0332932

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.334
ELB improved by 0.0279294

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.31
ELB improved by 0.0239141

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.289
ELB improved by 0.0207853

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.271
ELB improved by 0.018271

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.255
ELB improved by 0.0162028

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.24
ELB improved by 0.0144715

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.227
ELB improved by 0.013003

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.216
ELB improved by 0.011745

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.205
ELB improved by 0.010659

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.195
ELB improved by 0.00971606

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.349   0.189   2.523 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0540.0120.067
getPIPs0.0510.0130.064
graper0.0790.0230.102
makeExampleData0.0100.0010.011
makeExampleDataWithUnequalGroups0.0120.0010.012
plotELBO0.3160.0330.349
plotGroupPenalties1.0370.0611.097
plotPosterior0.5880.0210.609
predict.graper2.0580.0662.123
print.graper0.0490.0130.062