Back to Multiple platform build/check report for BioC 3.23:   simplified   long
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This page was generated on 2026-01-24 11:34 -0500 (Sat, 24 Jan 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_64R Under development (unstable) (2026-01-15 r89304) -- "Unsuffered Consequences" 4811
kjohnson3macOS 13.7.7 Venturaarm64R Under development (unstable) (2026-01-15 r89304) -- "Unsuffered Consequences" 4545
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 921/2345HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.27.0  (landing page)
Britta Velten
Snapshot Date: 2026-01-23 13:40 -0500 (Fri, 23 Jan 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
kjohnson3macOS 13.7.7 Ventura / arm64  OK    OK    OK    OK  UNNEEDED, same version is already published


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: 2026-01-24 00:13:29 -0500 (Sat, 24 Jan 2026)
EndedAt: 2026-01-24 00:15:00 -0500 (Sat, 24 Jan 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=-874.964
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-581.125
ELB improved by 293.839

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-519.839
ELB improved by 61.2857

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-479.476
ELB improved by 40.3635

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.247
ELB improved by 18.2287

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.842
ELB improved by 8.40517

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.501
ELB improved by 5.34136

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.848
ELB improved by 4.65223

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.126
ELB improved by 4.72184

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.151
ELB improved by 4.97551

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.106
ELB improved by 5.04494

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.507
ELB improved by 4.59883

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.857
ELB improved by 3.65025

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.229
ELB improved by 2.62776

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.364
ELB improved by 1.86529

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.002
ELB improved by 1.36147

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.976
ELB improved by 1.02607

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.164
ELB improved by 0.811869

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.48
ELB improved by 0.684405

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.866
ELB improved by 0.614191

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.287
ELB improved by 0.578593

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.728
ELB improved by 0.558911

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.183
ELB improved by 0.545877

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.636
ELB improved by 0.546259

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.063
ELB improved by 0.57293

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.429
ELB improved by 0.634326

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.693
ELB improved by 0.736408

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.805
ELB improved by 0.887205

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.707
ELB improved by 1.0986

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.319
ELB improved by 1.38756

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.538
ELB improved by 1.78141

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.22
ELB improved by 2.31756

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.308
ELB improved by 2.91204

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.129
ELB improved by 3.17899

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.182
ELB improved by 2.94771

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.905
ELB improved by 2.27663

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.396
ELB improved by 1.50897

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.443
ELB improved by 0.953272

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.825
ELB improved by 0.617497

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.404
ELB improved by 0.420765

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.104
ELB improved by 0.300806

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.88
ELB improved by 0.223346

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.709
ELB improved by 0.170751

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.576
ELB improved by 0.133615

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.469
ELB improved by 0.106581

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.383
ELB improved by 0.0864075

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.312
ELB improved by 0.0710387

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.253
ELB improved by 0.0591207

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.203
ELB improved by 0.0497351

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.161
ELB improved by 0.0422434

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.125
ELB improved by 0.0361915

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.093
ELB improved by 0.0312508

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.066
ELB improved by 0.0271789

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.042
ELB improved by 0.0237945

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.021
ELB improved by 0.02096

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.003
ELB improved by 0.0185698

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.986
ELB improved by 0.0165418

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.971
ELB improved by 0.0148112

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.958
ELB improved by 0.0133269

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.946
ELB improved by 0.0120479

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.935
ELB improved by 0.0109409

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.925
ELB improved by 0.00997899

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-901.469
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-575.279
ELB improved by 326.189

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-517.685
ELB improved by 57.5944

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-484.177
ELB improved by 33.5078

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-469.783
ELB improved by 14.3944

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-462.375
ELB improved by 7.40814

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.993
ELB improved by 5.38194

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.003
ELB improved by 4.98952

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.069
ELB improved by 4.93444

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.349
ELB improved by 4.71956

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.176
ELB improved by 4.17314

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.735
ELB improved by 3.4412

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.936
ELB improved by 2.7988

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.621
ELB improved by 2.31483

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.776
ELB improved by 1.84505

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.397
ELB improved by 1.3792

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.369
ELB improved by 1.02809

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.558
ELB improved by 0.810806

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.861
ELB improved by 0.697287

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.208
ELB improved by 0.652728

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.583
ELB improved by 0.624708

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.025
ELB improved by 0.557883

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.569
ELB improved by 0.456071

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.213
ELB improved by 0.356503

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.937
ELB improved by 0.27577

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.72
ELB improved by 0.217011

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.542
ELB improved by 0.177769

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.39
ELB improved by 0.152511

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.254
ELB improved by 0.136058

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.129
ELB improved by 0.124953

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.012
ELB improved by 0.117211

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.9
ELB improved by 0.111754

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.792
ELB improved by 0.107984

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.686
ELB improved by 0.105557

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.582
ELB improved by 0.104255

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.478
ELB improved by 0.103936

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.374
ELB improved by 0.104501

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.268
ELB improved by 0.105877

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.16
ELB improved by 0.108014

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.049
ELB improved by 0.110879

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.934
ELB improved by 0.114453

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.816
ELB improved by 0.118732

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.692
ELB improved by 0.123731

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.562
ELB improved by 0.129482

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.426
ELB improved by 0.136044

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.283
ELB improved by 0.143501

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.131
ELB improved by 0.151976

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.969
ELB improved by 0.161627

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.797
ELB improved by 0.172654

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.611
ELB improved by 0.185299

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.411
ELB improved by 0.199837

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.195
ELB improved by 0.216562

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.959
ELB improved by 0.235752

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.702
ELB improved by 0.257618

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.419
ELB improved by 0.28221

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.11
ELB improved by 0.309296

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.772
ELB improved by 0.3382

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.404
ELB improved by 0.367635

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.009
ELB improved by 0.39555

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.59
ELB improved by 0.41908

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.155
ELB improved by 0.434704

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.716
ELB improved by 0.438802

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.287
ELB improved by 0.428721

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.883
ELB improved by 0.40409

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.516
ELB improved by 0.367649

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.191
ELB improved by 0.324856

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.909
ELB improved by 0.282188

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.664
ELB improved by 0.244976

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.447
ELB improved by 0.21611

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.251
ELB improved by 0.1963

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.066
ELB improved by 0.185226

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.885
ELB improved by 0.181432

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.705
ELB improved by 0.179618

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.535
ELB improved by 0.170151

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.387
ELB improved by 0.147865

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.268
ELB improved by 0.118798

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.177
ELB improved by 0.0914912

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.107
ELB improved by 0.0693806

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.055
ELB improved by 0.052528

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.015
ELB improved by 0.0400722

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.984
ELB improved by 0.0310099

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.959
ELB improved by 0.0244357

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.94
ELB improved by 0.0196333

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.923
ELB improved by 0.016081

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.91
ELB improved by 0.0134143

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.899
ELB improved by 0.0113822

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.889
ELB improved by 0.00981153

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-824.406
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-562.454
ELB improved by 261.952

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-500.457
ELB improved by 61.9971

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.56
ELB improved by 43.8971

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.083
ELB improved by 19.4766

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.843
ELB improved by 8.23953

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.251
ELB improved by 4.59241

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.736
ELB improved by 3.51519

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.338
ELB improved by 3.39798

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.668
ELB improved by 3.66974

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.631
ELB improved by 4.03677

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.437
ELB improved by 4.19434

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.579
ELB improved by 3.85823

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.535
ELB improved by 3.04329

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.416
ELB improved by 2.11902

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395
ELB improved by 1.41675

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.009
ELB improved by 0.990486

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.256
ELB improved by 0.752702

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.635
ELB improved by 0.621561

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.085
ELB improved by 0.550299

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.571
ELB improved by 0.513922

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.075
ELB improved by 0.495456

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.596
ELB improved by 0.47891

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.143
ELB improved by 0.453546

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.722
ELB improved by 0.42081

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.334
ELB improved by 0.388184

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.973
ELB improved by 0.360666

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.633
ELB improved by 0.340533

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.303
ELB improved by 0.329268

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.976
ELB improved by 0.32746

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.644
ELB improved by 0.332351

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.308
ELB improved by 0.335439

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.981
ELB improved by 0.327474

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.672
ELB improved by 0.308934

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.384
ELB improved by 0.287757

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.115
ELB improved by 0.269078

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.861
ELB improved by 0.253634

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.621
ELB improved by 0.240601

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.392
ELB improved by 0.228998

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.174
ELB improved by 0.217963

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.967
ELB improved by 0.206788

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.772
ELB improved by 0.194936

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.59
ELB improved by 0.182089

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.422
ELB improved by 0.168166

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.268
ELB improved by 0.153325

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.13
ELB improved by 0.137917

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.008
ELB improved by 0.122406

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.901
ELB improved by 0.107286

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.808
ELB improved by 0.0929926

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.728
ELB improved by 0.0798517

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.66
ELB improved by 0.068061

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.602
ELB improved by 0.0576955

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.553
ELB improved by 0.0487321

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.512
ELB improved by 0.0410802

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.478
ELB improved by 0.0346105

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.449
ELB improved by 0.0291778

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.424
ELB improved by 0.0246374

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.403
ELB improved by 0.020854

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.385
ELB improved by 0.0177071

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.37
ELB improved by 0.0150919

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.357
ELB improved by 0.0129194

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.346
ELB improved by 0.0111141

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.337
ELB improved by 0.00961327

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-828.016
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-584.466
ELB improved by 243.55

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-525.247
ELB improved by 59.2197

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-478.232
ELB improved by 47.0143

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.754
ELB improved by 23.4786

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.124
ELB improved by 7.62918

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.023
ELB improved by 3.10136

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.98
ELB improved by 2.04279

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.298
ELB improved by 1.68203

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.772
ELB improved by 1.52607

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.336
ELB improved by 1.43654

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.961
ELB improved by 1.37428

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.639
ELB improved by 1.32262

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.372
ELB improved by 1.2665

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.181
ELB improved by 1.19138

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.093
ELB improved by 1.08832

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.133
ELB improved by 0.959511

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.314
ELB improved by 0.81877

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.629
ELB improved by 0.685328

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.054
ELB improved by 0.575328

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.557
ELB improved by 0.49694

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.106
ELB improved by 0.450773

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.673
ELB improved by 0.433107

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.234
ELB improved by 0.438958

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.77
ELB improved by 0.463691

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.267
ELB improved by 0.503316

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.713
ELB improved by 0.554147

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.1
ELB improved by 0.612394

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.426
ELB improved by 0.674065

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.691
ELB improved by 0.735176

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.899
ELB improved by 0.792054

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.057
ELB improved by 0.841643

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.175
ELB improved by 0.881995

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.263
ELB improved by 0.912737

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.328
ELB improved by 0.934771

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.379
ELB improved by 0.949128

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.423
ELB improved by 0.955857

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.469
ELB improved by 0.953596

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.53
ELB improved by 0.939685

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.62
ELB improved by 0.909701

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.764
ELB improved by 0.855784

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.99
ELB improved by 0.774544

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.285
ELB improved by 0.704304

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.528
ELB improved by 0.757352

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.457
ELB improved by 1.07137

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.057
ELB improved by 1.40006

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.912
ELB improved by 1.14442

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.19
ELB improved by 0.722206

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.723
ELB improved by 0.467207

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.387
ELB improved by 0.335866

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.12
ELB improved by 0.266792

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.894
ELB improved by 0.225814

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.696
ELB improved by 0.198174

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.518
ELB improved by 0.178241

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.355
ELB improved by 0.162501

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.208
ELB improved by 0.147676

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.075
ELB improved by 0.132708

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.954
ELB improved by 0.120854

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.835
ELB improved by 0.118888

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.7
ELB improved by 0.135013

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.526
ELB improved by 0.174174

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.304
ELB improved by 0.222357

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.061
ELB improved by 0.242785

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.839
ELB improved by 0.221713

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.661
ELB improved by 0.178217

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.528
ELB improved by 0.133223

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.426
ELB improved by 0.101835

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.339
ELB improved by 0.0868962

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.256
ELB improved by 0.0826151

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.174
ELB improved by 0.0826131

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.091
ELB improved by 0.08308

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.007
ELB improved by 0.083531

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.921
ELB improved by 0.0861601

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.827
ELB improved by 0.0936547

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.721
ELB improved by 0.106696

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.599
ELB improved by 0.121788

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.468
ELB improved by 0.130623

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.344
ELB improved by 0.124428

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.241
ELB improved by 0.102297

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.168
ELB improved by 0.0735176

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.119
ELB improved by 0.0488526

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.087
ELB improved by 0.0323226

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.064
ELB improved by 0.0224606

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.048
ELB improved by 0.0166655

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.035
ELB improved by 0.0130871

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.024
ELB improved by 0.0106988

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.015
ELB improved by 0.00898167

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.334   0.210   2.530 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0500.0240.075
getPIPs0.0480.0120.061
graper0.0750.0230.100
makeExampleData0.0090.0000.011
makeExampleDataWithUnequalGroups0.0110.0020.013
plotELBO0.3180.0320.351
plotGroupPenalties1.0870.0371.123
plotPosterior0.6380.0140.653
predict.graper2.0420.0802.122
print.graper0.0440.0170.062