Back to Multiple platform build/check report for BioC 3.22:   simplified   long
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This page was generated on 2026-01-15 11:59 -0500 (Thu, 15 Jan 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.3 LTS)x86_644.5.2 (2025-10-31) -- "[Not] Part in a Rumble" 4886
taishanLinux (openEuler 24.03 LTS)aarch644.5.0 (2025-04-11) -- "How About a Twenty-Six" 4672
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 922/2361HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.26.0  (landing page)
Britta Velten
Snapshot Date: 2026-01-12 13:45 -0500 (Mon, 12 Jan 2026)
git_url: https://git.bioconductor.org/packages/graper
git_branch: RELEASE_3_22
git_last_commit: 76fc31b
git_last_commit_date: 2025-10-29 10:49:21 -0500 (Wed, 29 Oct 2025)
nebbiolo2Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
taishanLinux (openEuler 24.03 LTS) / aarch64  OK    OK    OK  


CHECK results for graper on taishan

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.
- See Martin Grigorov's blog post for how to debug Linux ARM64 related issues on a x86_64 host.

raw results


Summary

Package: graper
Version: 1.26.0
Command: /home/biocbuild/R/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/R/R/site-library --no-vignettes --timings graper_1.26.0.tar.gz
StartedAt: 2026-01-13 10:00:57 -0000 (Tue, 13 Jan 2026)
EndedAt: 2026-01-13 10:02:16 -0000 (Tue, 13 Jan 2026)
EllapsedTime: 79.1 seconds
RetCode: 0
Status:   OK  
CheckDir: graper.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/R/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/R/R/site-library --no-vignettes --timings graper_1.26.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/home/biocbuild/bbs-3.22-bioc/meat/graper.Rcheck’
* using R version 4.5.0 (2025-04-11)
* using platform: aarch64-unknown-linux-gnu
* R was compiled by
    aarch64-unknown-linux-gnu-gcc (GCC) 14.2.0
    GNU Fortran (GCC) 14.2.0
* running under: openEuler 24.03 (LTS)
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.26.0’
* 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: ‘aarch64-unknown-linux-gnu-g++ (GCC) 14.2.0’
* checking installed package size ... INFO
  installed size is  6.0Mb
  sub-directories of 1Mb or more:
    libs   5.8Mb
* 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 ... NOTE
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 running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE

Status: 2 NOTEs
See
  ‘/home/biocbuild/bbs-3.22-bioc/meat/graper.Rcheck/00check.log’
for details.


Installation output

graper.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/R/R/bin/R CMD INSTALL graper
###
##############################################################################
##############################################################################


* installing to library ‘/home/biocbuild/R/R-4.5.0/site-library’
* installing *source* package ‘graper’ ...
** this is package ‘graper’ version ‘1.26.0’
** using staged installation
** libs
using C++ compiler: ‘aarch64-unknown-linux-gnu-g++ (GCC) 14.2.0’
/opt/ohpc/pub/compiler/gcc/14.2.0/bin/aarch64-unknown-linux-gnu-g++ -std=gnu++17 -I"/home/biocbuild/R/R-4.5.0/include" -DNDEBUG  -I'/home/biocbuild/R/R-4.5.0/site-library/Rcpp/include' -I'/home/biocbuild/R/R-4.5.0/site-library/RcppArmadillo/include' -I'/home/biocbuild/R/R-4.5.0/site-library/BH/include' -I/usr/local/include    -fPIC  -g -O2  -Wall -Werror=format-security  -c RcppExports.cpp -o RcppExports.o
/opt/ohpc/pub/compiler/gcc/14.2.0/bin/aarch64-unknown-linux-gnu-g++ -std=gnu++17 -I"/home/biocbuild/R/R-4.5.0/include" -DNDEBUG  -I'/home/biocbuild/R/R-4.5.0/site-library/Rcpp/include' -I'/home/biocbuild/R/R-4.5.0/site-library/RcppArmadillo/include' -I'/home/biocbuild/R/R-4.5.0/site-library/BH/include' -I/usr/local/include    -fPIC  -g -O2  -Wall -Werror=format-security  -c fit_graper.cpp -o fit_graper.o
/opt/ohpc/pub/compiler/gcc/14.2.0/bin/aarch64-unknown-linux-gnu-g++ -std=gnu++17 -shared -L/home/biocbuild/R/R-4.5.0/lib -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -lopenblas -lgfortran -lm -L/home/biocbuild/R/R-4.5.0/lib -lR
installing to /home/biocbuild/R/R-4.5.0/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 4.5.0 (2025-04-11) -- "How About a Twenty-Six"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: aarch64-unknown-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=-883.068
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-578.002
ELB improved by 305.066

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-520.965
ELB improved by 57.0367

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-484.799
ELB improved by 36.1662

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-468.634
ELB improved by 16.1647

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.509
ELB improved by 7.1255

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.499
ELB improved by 5.00929

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.032
ELB improved by 4.46781

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.379
ELB improved by 4.65245

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.059
ELB improved by 5.3206

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.785
ELB improved by 6.27397

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.649
ELB improved by 7.13542

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.603
ELB improved by 7.04656

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.118
ELB improved by 5.48477

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.657
ELB improved by 3.46041

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.67
ELB improved by 1.98752

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.494
ELB improved by 1.17584

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.736
ELB improved by 0.758261

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.2
ELB improved by 0.536013

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.79
ELB improved by 0.409391

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.459
ELB improved by 0.331651

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.178
ELB improved by 0.280497

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.934
ELB improved by 0.244788

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.715
ELB improved by 0.218615

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.516
ELB improved by 0.198649

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.333
ELB improved by 0.182899

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.163
ELB improved by 0.170115

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.004
ELB improved by 0.159482

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.853
ELB improved by 0.150464

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.711
ELB improved by 0.142723

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.574
ELB improved by 0.136083

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.444
ELB improved by 0.130532

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.318
ELB improved by 0.126266

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.194
ELB improved by 0.123829

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.069
ELB improved by 0.124441

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.939
ELB improved by 0.130861

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.789
ELB improved by 0.149652

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.592
ELB improved by 0.197065

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.281
ELB improved by 0.311326

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.721
ELB improved by 0.55996

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.71
ELB improved by 1.01096

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.923
ELB improved by 1.78689

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.377
ELB improved by 2.54619

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.102
ELB improved by 2.27428

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.206
ELB improved by 1.89658

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.879
ELB improved by 2.32629

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.482
ELB improved by 2.39762

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.427
ELB improved by 2.0548

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.643
ELB improved by 1.78441

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.134
ELB improved by 1.50813

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.915
ELB improved by 1.21979

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.954
ELB improved by 0.960319

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.201
ELB improved by 0.753374

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.609
ELB improved by 0.592015

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.15
ELB improved by 0.459132

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.803
ELB improved by 0.346382

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.549
ELB improved by 0.254255

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.365
ELB improved by 0.183732

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.233
ELB improved by 0.132599

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.136
ELB improved by 0.0966024

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.065
ELB improved by 0.0714327

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.011
ELB improved by 0.0537028

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.97
ELB improved by 0.0410477

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.938
ELB improved by 0.0318872

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.913
ELB improved by 0.0251692

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.893
ELB improved by 0.0201839

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.876
ELB improved by 0.0164435

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.863
ELB improved by 0.0136078

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.851
ELB improved by 0.0114358

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.842
ELB improved by 0.00975547

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-876.112
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-599.745
ELB improved by 276.367

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-542.461
ELB improved by 57.2838

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-499.552
ELB improved by 42.9087

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-476.92
ELB improved by 22.6319

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-467.927
ELB improved by 8.99296

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.153
ELB improved by 3.77439

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.794
ELB improved by 2.35893

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.901
ELB improved by 1.89308

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.195
ELB improved by 1.7064

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.563
ELB improved by 1.6318

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.972
ELB improved by 1.59075

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.433
ELB improved by 1.53897

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.985
ELB improved by 1.44797

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.679
ELB improved by 1.30589

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.555
ELB improved by 1.12437

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.623
ELB improved by 0.931556

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.87
ELB improved by 0.7536

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.265
ELB improved by 0.604829

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.775
ELB improved by 0.489704

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.369
ELB improved by 0.406306

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.02
ELB improved by 0.348812

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.71
ELB improved by 0.310323

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.425
ELB improved by 0.285028

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.156
ELB improved by 0.268796

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.897
ELB improved by 0.258863

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.644
ELB improved by 0.25336

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.393
ELB improved by 0.250985

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.142
ELB improved by 0.25079

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.89
ELB improved by 0.252047

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.636
ELB improved by 0.25417

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.379
ELB improved by 0.256672

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.12
ELB improved by 0.259168

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.858
ELB improved by 0.261411

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.595
ELB improved by 0.263381

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.33
ELB improved by 0.26538

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.062
ELB improved by 0.268123

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.789
ELB improved by 0.272819

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.507
ELB improved by 0.281245

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.212
ELB improved by 0.295723

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.893
ELB improved by 0.318624

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.542
ELB improved by 0.350931

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.151
ELB improved by 0.390865

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.716
ELB improved by 0.435567

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.233
ELB improved by 0.482439

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.712
ELB improved by 0.521671

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.175
ELB improved by 0.537117

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.648
ELB improved by 0.526479

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.147
ELB improved by 0.50126

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.677
ELB improved by 0.470191

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.24
ELB improved by 0.436677

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.837
ELB improved by 0.402746

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.466
ELB improved by 0.370917

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.122
ELB improved by 0.344577

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.794
ELB improved by 0.328004

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.468
ELB improved by 0.326067

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.125
ELB improved by 0.342185

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.754
ELB improved by 0.371639

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.358
ELB improved by 0.395493

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.963
ELB improved by 0.395145

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.594
ELB improved by 0.368918

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.273
ELB improved by 0.321202

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.011
ELB improved by 0.262431

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.804
ELB improved by 0.206722

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.643
ELB improved by 0.160535

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.52
ELB improved by 0.123427

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.426
ELB improved by 0.0934478

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.357
ELB improved by 0.0696331

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.305
ELB improved by 0.0516618

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.266
ELB improved by 0.0388848

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.236
ELB improved by 0.0301677

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.212
ELB improved by 0.0242928

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.192
ELB improved by 0.0202755

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.174
ELB improved by 0.0174365

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.159
ELB improved by 0.015345

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.145
ELB improved by 0.0137378

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.133
ELB improved by 0.0124555

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.121
ELB improved by 0.0114003

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.111
ELB improved by 0.010511

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.101
ELB improved by 0.00974783

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-896.779
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-560.045
ELB improved by 336.734

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-500.713
ELB improved by 59.3322

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-468.769
ELB improved by 31.9435

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.122
ELB improved by 12.6469

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.713
ELB improved by 5.40913

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.714
ELB improved by 2.99943

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.707
ELB improved by 2.00689

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.136
ELB improved by 1.57038

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.75
ELB improved by 1.38661

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.421
ELB improved by 1.32895

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.076
ELB improved by 1.34467

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.661
ELB improved by 1.41477

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.126
ELB improved by 1.53536

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.418
ELB improved by 1.70765

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.486
ELB improved by 1.93227

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.284
ELB improved by 2.20235

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.794
ELB improved by 2.48985

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.064
ELB improved by 2.72959

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.239
ELB improved by 2.82497

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.539
ELB improved by 2.70005

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.172
ELB improved by 2.36767

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.238
ELB improved by 1.93387

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.714
ELB improved by 1.52351

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.512
ELB improved by 1.20263

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.543
ELB improved by 0.968987

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.747
ELB improved by 0.795359

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.092
ELB improved by 0.65561

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.561
ELB improved by 0.531083

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.14
ELB improved by 0.420722

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.809
ELB improved by 0.331146

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.547
ELB improved by 0.262164

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.337
ELB improved by 0.209345

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.168
ELB improved by 0.168948

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.03
ELB improved by 0.138292

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.915
ELB improved by 0.115109

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.818
ELB improved by 0.0974347

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.734
ELB improved by 0.0837085

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.661
ELB improved by 0.0727976

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.597
ELB improved by 0.0639231

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.541
ELB improved by 0.0565599

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.49
ELB improved by 0.0503526

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.445
ELB improved by 0.0450545

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.405
ELB improved by 0.0404887

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.368
ELB improved by 0.0365242

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.335
ELB improved by 0.0330605

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.305
ELB improved by 0.0300189

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.278
ELB improved by 0.0273363

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.253
ELB improved by 0.0249611

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.23
ELB improved by 0.0228509

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.209
ELB improved by 0.0209702

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.19
ELB improved by 0.0192892

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.172
ELB improved by 0.0177828

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.155
ELB improved by 0.0164296

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.14
ELB improved by 0.015211

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.126
ELB improved by 0.0141114

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.113
ELB improved by 0.0131171

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.101
ELB improved by 0.0122163

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.089
ELB improved by 0.0113986

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.079
ELB improved by 0.010655

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.069
ELB improved by 0.00997779

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-835.574
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-567.736
ELB improved by 267.838

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-510.383
ELB improved by 57.3536

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-474.026
ELB improved by 36.3573

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.245
ELB improved by 16.7804

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.726
ELB improved by 7.51909

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.536
ELB improved by 4.19024

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.278
ELB improved by 3.25801

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.276
ELB improved by 3.00168

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.382
ELB improved by 2.8944

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.646
ELB improved by 2.73595

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.214
ELB improved by 2.4323

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.222
ELB improved by 1.99191

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.707
ELB improved by 1.51439

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.603
ELB improved by 1.10467

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.8
ELB improved by 0.802626

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.207
ELB improved by 0.592529

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.76
ELB improved by 0.447478

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.41
ELB improved by 0.350086

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.122
ELB improved by 0.287814

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.873
ELB improved by 0.249175

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.648
ELB improved by 0.225167

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.438
ELB improved by 0.209991

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.237
ELB improved by 0.200298

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.043
ELB improved by 0.194201

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.853
ELB improved by 0.190603

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.664
ELB improved by 0.188823

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.475
ELB improved by 0.188415

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.286
ELB improved by 0.189072

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.096
ELB improved by 0.190592

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.903
ELB improved by 0.192857

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.707
ELB improved by 0.195832

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.507
ELB improved by 0.19957

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.303
ELB improved by 0.204224

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.093
ELB improved by 0.210066

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.876
ELB improved by 0.21752

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.648
ELB improved by 0.227215

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.408
ELB improved by 0.240094

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.151
ELB improved by 0.257589

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.869
ELB improved by 0.281942

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.552
ELB improved by 0.316695

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.185
ELB improved by 0.367225

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.744
ELB improved by 0.440352

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.204
ELB improved by 0.540553

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.541
ELB improved by 0.662461

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.75
ELB improved by 0.791877

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.829
ELB improved by 0.920297

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.785
ELB improved by 1.04403

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.633
ELB improved by 1.15212

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.4
ELB improved by 1.23331

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.107
ELB improved by 1.29276

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.769
ELB improved by 1.33851

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.462
ELB improved by 1.3068

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.35
ELB improved by 1.11159

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.533
ELB improved by 0.817486

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.995
ELB improved by 0.537344

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.661
ELB improved by 0.33431

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.45
ELB improved by 0.211444

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.308
ELB improved by 0.141982

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.206
ELB improved by 0.102034

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.128
ELB improved by 0.0776833

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.066
ELB improved by 0.0618082

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.015
ELB improved by 0.0508152

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.972
ELB improved by 0.0428137

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.936
ELB improved by 0.0367477

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.904
ELB improved by 0.0319928

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.876
ELB improved by 0.0281614

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.851
ELB improved by 0.0250039

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.828
ELB improved by 0.0223544

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.808
ELB improved by 0.0200987

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.79
ELB improved by 0.0181566

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.773
ELB improved by 0.0164694

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.758
ELB improved by 0.0149935

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.745
ELB improved by 0.0136952

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.732
ELB improved by 0.0125481

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.721
ELB improved by 0.0115309

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.71
ELB improved by 0.010626

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.7
ELB improved by 0.00981895

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.812   0.156   2.960 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0480.0040.052
getPIPs0.0470.0000.046
graper0.0730.0000.072
makeExampleData0.0080.0000.008
makeExampleDataWithUnequalGroups0.0090.0000.009
plotELBO0.4080.0320.441
plotGroupPenalties1.5720.0641.644
plotPosterior0.9530.0080.963
predict.graper1.0240.0331.060
print.graper0.0440.0080.052