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This page was generated on 2026-04-15 11:35 -0400 (Wed, 15 Apr 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.4 LTS)x86_644.6.0 alpha (2026-04-05 r89794) 4925
kjohnson3macOS 13.7.7 Venturaarm644.6.0 alpha (2026-04-08 r89818) 4656
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 936/2394HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.27.0  (landing page)
Britta Velten
Snapshot Date: 2026-04-14 13:40 -0400 (Tue, 14 Apr 2026)
git_url: https://git.bioconductor.org/packages/graper
git_branch: devel
git_last_commit: 95474d7
git_last_commit_date: 2025-10-29 10:49:21 -0400 (Wed, 29 Oct 2025)
nebbiolo1Linux (Ubuntu 24.04.4 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
kjohnson3macOS 13.7.7 Ventura / arm64  OK    OK    OK    OK  UNNEEDED, same version is already published
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: 2026-04-15 00:20:21 -0400 (Wed, 15 Apr 2026)
EndedAt: 2026-04-15 00:21:56 -0400 (Wed, 15 Apr 2026)
EllapsedTime: 95.1 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 version 4.6.0 alpha (2026-04-05 r89794)
* using platform: x86_64-pc-linux-gnu
* R was compiled by
    gcc (Ubuntu 13.3.0-6ubuntu2~24.04.1) 13.3.0
    GNU Fortran (Ubuntu 13.3.0-6ubuntu2~24.04.1) 13.3.0
* running under: Ubuntu 24.04.4 LTS
* using session charset: UTF-8
* current time: 2026-04-15 04:20:21 UTC
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.27.0’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘graper’ can be installed ... OK
* used C++ compiler: ‘g++ (Ubuntu 13.3.0-6ubuntu2~24.04.1) 13.3.0’
* checking installed package size ... OK
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking code files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking loading without being on the library search path ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... NOTE
checkRd: (-1) predict.graper.Rd:19-21: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:23-24: Lost braces in \itemize; meant \describe ?
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... INFO
Note: information on .o files is not available
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
  Running ‘testthat.R’
 OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking re-building of vignette outputs ... OK
* checking PDF version of manual ... OK
* DONE

Status: 1 NOTE
See
  ‘/home/biocbuild/bbs-3.23-bioc/meat/graper.Rcheck/00check.log’
for details.


Installation output

graper.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/bbs-3.23-bioc/R/bin/R CMD INSTALL graper
###
##############################################################################
##############################################################################


* installing to library ‘/home/biocbuild/bbs-3.23-bioc/R/site-library’
* installing *source* package ‘graper’ ...
** this is package ‘graper’ version ‘1.27.0’
** using staged installation
** libs
using C++ compiler: ‘g++ (Ubuntu 13.3.0-6ubuntu2~24.04.1) 13.3.0’
g++ -std=gnu++20 -I"/home/biocbuild/bbs-3.23-bioc/R/include" -DNDEBUG  -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/BH/include' -I/usr/local/include    -fpic  -g -O2  -Wall -Werror=format-security  -c RcppExports.cpp -o RcppExports.o
g++ -std=gnu++20 -I"/home/biocbuild/bbs-3.23-bioc/R/include" -DNDEBUG  -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/BH/include' -I/usr/local/include    -fpic  -g -O2  -Wall -Werror=format-security  -c fit_graper.cpp -o fit_graper.o
g++ -std=gnu++20 -shared -L/home/biocbuild/bbs-3.23-bioc/R/lib -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -llapack -L/home/biocbuild/bbs-3.23-bioc/R/lib -lRblas -lgfortran -lm -lquadmath -L/home/biocbuild/bbs-3.23-bioc/R/lib -lR
installing to /home/biocbuild/bbs-3.23-bioc/R/site-library/00LOCK-graper/00new/graper/libs
** R
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
** checking absolute paths in shared objects and dynamic libraries
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (graper)

Tests output

graper.Rcheck/tests/testthat.Rout


R version 4.6.0 alpha (2026-04-05 r89794)
Copyright (C) 2026 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> library(testthat)
> library(graper)
> 
> test_check("graper")
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-874.711
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-566.469
ELB improved by 308.242

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-507.373
ELB improved by 59.0953

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-471.246
ELB improved by 36.1279

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.09
ELB improved by 16.1553

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.055
ELB improved by 7.03568

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.379
ELB improved by 4.67516

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.119
ELB improved by 4.26034

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.76
ELB improved by 4.35892

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.072
ELB improved by 4.68782

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.041
ELB improved by 5.03078

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.985
ELB improved by 5.05662

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.506
ELB improved by 4.47841

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.097
ELB improved by 3.40905

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.786
ELB improved by 2.31154

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.248
ELB improved by 1.53769

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.107
ELB improved by 1.14083

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.046
ELB improved by 1.06106

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.924
ELB improved by 1.12215

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.982
ELB improved by 0.941781

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.329
ELB improved by 0.653831

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.852
ELB improved by 0.47684

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.466
ELB improved by 0.385314

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.128
ELB improved by 0.337861

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.816
ELB improved by 0.312081

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.519
ELB improved by 0.297262

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.231
ELB improved by 0.288421

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.948
ELB improved by 0.283148

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.667
ELB improved by 0.280237

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.388
ELB improved by 0.279139

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.108
ELB improved by 0.279805

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.826
ELB improved by 0.282723

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.537
ELB improved by 0.289124

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.235
ELB improved by 0.301322

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.912
ELB improved by 0.322931

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.554
ELB improved by 0.357818

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.149
ELB improved by 0.405195

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.697
ELB improved by 0.45202

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.218
ELB improved by 0.479381

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.73
ELB improved by 0.487407

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.234
ELB improved by 0.496535

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.709
ELB improved by 0.525228

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.121
ELB improved by 0.587645

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.414
ELB improved by 0.706749

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.533
ELB improved by 0.881459

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.566
ELB improved by 0.967217

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.686
ELB improved by 0.880121

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.937
ELB improved by 0.748832

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.312
ELB improved by 0.624378

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.805
ELB improved by 0.507046

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.403
ELB improved by 0.401966

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.087
ELB improved by 0.316387

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.835
ELB improved by 0.252009

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.632
ELB improved by 0.202742

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.473
ELB improved by 0.159055

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.356
ELB improved by 0.116633

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.277
ELB improved by 0.0793001

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.225
ELB improved by 0.0516911

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.192
ELB improved by 0.0338872

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.168
ELB improved by 0.023175

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.152
ELB improved by 0.0168139

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.139
ELB improved by 0.0129484

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.128
ELB improved by 0.0104971

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.119
ELB improved by 0.00886151

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-845.712
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-578.995
ELB improved by 266.717

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-519.994
ELB improved by 59.0012

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-479.812
ELB improved by 40.1813

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.492
ELB improved by 19.3199

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.29
ELB improved by 8.20233

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.867
ELB improved by 4.42263

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.297
ELB improved by 3.57009

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.685
ELB improved by 3.61233

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.662
ELB improved by 4.02297

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.076
ELB improved by 4.58576

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.087
ELB improved by 4.98945

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.242
ELB improved by 4.84439

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.173
ELB improved by 4.0699

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.139
ELB improved by 3.03363

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.024
ELB improved by 2.11524

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.568
ELB improved by 1.45605

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.528
ELB improved by 1.03932

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.747
ELB improved by 0.781009

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.142
ELB improved by 0.60547

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.668
ELB improved by 0.473889

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.291
ELB improved by 0.376533

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.983
ELB improved by 0.308363

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.722
ELB improved by 0.261333

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.493
ELB improved by 0.228355

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.289
ELB improved by 0.204754

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.101
ELB improved by 0.187596

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.926
ELB improved by 0.174979

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.76
ELB improved by 0.165636

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.602
ELB improved by 0.158707

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.448
ELB improved by 0.153598

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.298
ELB improved by 0.149892

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.151
ELB improved by 0.1473

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.005
ELB improved by 0.145635

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.86
ELB improved by 0.144799

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.716
ELB improved by 0.144786

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.57
ELB improved by 0.145697

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.422
ELB improved by 0.147766

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.271
ELB improved by 0.151403

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.114
ELB improved by 0.157244

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.947
ELB improved by 0.166181

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.768
ELB improved by 0.179234

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.571
ELB improved by 0.197045

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.352
ELB improved by 0.2189

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.11
ELB improved by 0.242127

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.846
ELB improved by 0.263629

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.564
ELB improved by 0.282754

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.262
ELB improved by 0.301575

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.94
ELB improved by 0.322481

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.593
ELB improved by 0.346642

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.219
ELB improved by 0.374055

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.815
ELB improved by 0.403987

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.38
ELB improved by 0.435243

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.913
ELB improved by 0.466341

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.418
ELB improved by 0.495723

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.896
ELB improved by 0.522079

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.351
ELB improved by 0.544807

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.786
ELB improved by 0.564485

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.203
ELB improved by 0.582973

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.601
ELB improved by 0.602364

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.98
ELB improved by 0.620777

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.359
ELB improved by 0.620958

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.792
ELB improved by 0.566851

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.337
ELB improved by 0.455198

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.999
ELB improved by 0.337779

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.754
ELB improved by 0.245378

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.577
ELB improved by 0.176927

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.45
ELB improved by 0.127414

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.357
ELB improved by 0.0926065

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.289
ELB improved by 0.068458

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.237
ELB improved by 0.0516337

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.197
ELB improved by 0.0397497

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.166
ELB improved by 0.0312113

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.141
ELB improved by 0.0249707

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.121
ELB improved by 0.0203354

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.104
ELB improved by 0.0168406

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.09
ELB improved by 0.0141689

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.078
ELB improved by 0.0120995

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.067
ELB improved by 0.0104765

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.058
ELB improved by 0.00918795

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-887.824
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-569.013
ELB improved by 318.811

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-510.383
ELB improved by 58.6298

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-476.955
ELB improved by 33.4276

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.495
ELB improved by 12.4604

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.513
ELB improved by 4.98219

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.507
ELB improved by 3.00556

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.129
ELB improved by 2.37842

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.933
ELB improved by 2.19534

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.754
ELB improved by 2.17946

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.535
ELB improved by 2.2192

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.288
ELB improved by 2.24671

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.079
ELB improved by 2.20911

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.008
ELB improved by 2.07117

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.178
ELB improved by 1.82989

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.657
ELB improved by 1.52063

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.457
ELB improved by 1.20037

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.539
ELB improved by 0.918169

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.843
ELB improved by 0.69608

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.311
ELB improved by 0.531114

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.9
ELB improved by 0.41137

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.573
ELB improved by 0.326818

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.304
ELB improved by 0.269017

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.074
ELB improved by 0.229944

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.871
ELB improved by 0.203031

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.688
ELB improved by 0.183786

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.518
ELB improved by 0.169442

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.36
ELB improved by 0.158352

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.21
ELB improved by 0.149523

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.068
ELB improved by 0.142326

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.932
ELB improved by 0.136338

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.8
ELB improved by 0.131257

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.673
ELB improved by 0.126855

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.55
ELB improved by 0.122956

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.431
ELB improved by 0.11942

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.315
ELB improved by 0.116137

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.202
ELB improved by 0.113022

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.092
ELB improved by 0.110014

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.985
ELB improved by 0.107072

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.881
ELB improved by 0.104176

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.779
ELB improved by 0.101322

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.681
ELB improved by 0.0985231

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.585
ELB improved by 0.0958051

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.492
ELB improved by 0.0932048

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.401
ELB improved by 0.0907674

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.312
ELB improved by 0.0885441

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.226
ELB improved by 0.0865909

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.141
ELB improved by 0.0849676

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.057
ELB improved by 0.0837383

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.974
ELB improved by 0.0829738

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.891
ELB improved by 0.0827554

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.808
ELB improved by 0.0831827

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.724
ELB improved by 0.0843864

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.637
ELB improved by 0.0865497

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.547
ELB improved by 0.0899458

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.452
ELB improved by 0.0950023

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.35
ELB improved by 0.102412

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.237
ELB improved by 0.113301

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.107
ELB improved by 0.129404

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.954
ELB improved by 0.152907

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.769
ELB improved by 0.184928

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.548
ELB improved by 0.221282

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.3
ELB improved by 0.248323

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.049
ELB improved by 0.250938

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.817
ELB improved by 0.232114

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.607
ELB improved by 0.210071

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.41
ELB improved by 0.197173

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.213
ELB improved by 0.19664

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.003
ELB improved by 0.209866

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.763
ELB improved by 0.240325

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.469
ELB improved by 0.293387

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.097
ELB improved by 0.372113

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.635
ELB improved by 0.461708

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.123
ELB improved by 0.51236

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.628
ELB improved by 0.495341

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.184
ELB improved by 0.443999

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.8
ELB improved by 0.383678

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.481
ELB improved by 0.319422

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.225
ELB improved by 0.255316

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.029
ELB improved by 0.196569

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.881
ELB improved by 0.147302

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.772
ELB improved by 0.109227

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.691
ELB improved by 0.0815763

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.628
ELB improved by 0.0622245

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.58
ELB improved by 0.0488844

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.54
ELB improved by 0.0396946

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.507
ELB improved by 0.0333119

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.478
ELB improved by 0.0288048

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.452
ELB improved by 0.0255165

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.429
ELB improved by 0.0229633

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.409
ELB improved by 0.0207828

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.39
ELB improved by 0.0187253

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.373
ELB improved by 0.0166663

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.359
ELB improved by 0.0146035

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.346
ELB improved by 0.0126187

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.335
ELB improved by 0.0108148

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.326
ELB improved by 0.00926426

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-850.802
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-593.551
ELB improved by 257.251

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-529.327
ELB improved by 64.2244

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-485.129
ELB improved by 44.1982

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.439
ELB improved by 20.6901

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.698
ELB improved by 9.74055

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.633
ELB improved by 7.06459

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.533
ELB improved by 7.10079

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.223
ELB improved by 7.30951

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.539
ELB improved by 6.68371

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.192
ELB improved by 5.34784

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.381
ELB improved by 3.81112

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.975
ELB improved by 2.4055

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.549
ELB improved by 1.42643

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.69
ELB improved by 0.859021

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.133
ELB improved by 0.556855

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.734
ELB improved by 0.399042

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.419
ELB improved by 0.31503

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.15
ELB improved by 0.268618

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.908
ELB improved by 0.241866

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.682
ELB improved by 0.225745

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.467
ELB improved by 0.215515

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.258
ELB improved by 0.208558

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.055
ELB improved by 0.203369

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.856
ELB improved by 0.199068

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.661
ELB improved by 0.195162

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.469
ELB improved by 0.191408

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.282
ELB improved by 0.18773

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.097
ELB improved by 0.184163

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.917
ELB improved by 0.180808

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.739
ELB improved by 0.177805

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.564
ELB improved by 0.175307

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.39
ELB improved by 0.173466

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.218
ELB improved by 0.172426

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.045
ELB improved by 0.172319

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.872
ELB improved by 0.173269

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.697
ELB improved by 0.175392

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.518
ELB improved by 0.178808

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.334
ELB improved by 0.183642

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.144
ELB improved by 0.190026

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.946
ELB improved by 0.198079

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.738
ELB improved by 0.207822

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.519
ELB improved by 0.218984

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.289
ELB improved by 0.230631

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.048
ELB improved by 0.240884

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.8
ELB improved by 0.247384

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.551
ELB improved by 0.248937

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.304
ELB improved by 0.247005

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.059
ELB improved by 0.245346

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.81
ELB improved by 0.248951

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.546
ELB improved by 0.264453

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.245
ELB improved by 0.300562

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.887
ELB improved by 0.358504

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.485
ELB improved by 0.401798

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.108
ELB improved by 0.376355

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.8
ELB improved by 0.30811

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.551
ELB improved by 0.249403

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.342
ELB improved by 0.208657

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.164
ELB improved by 0.178434

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.011
ELB improved by 0.153312

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.88
ELB improved by 0.13096

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.769
ELB improved by 0.11078

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.676
ELB improved by 0.0927552

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.599
ELB improved by 0.076873

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.536
ELB improved by 0.0630589

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.485
ELB improved by 0.0512402

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.444
ELB improved by 0.0413416

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.41
ELB improved by 0.0332376

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.384
ELB improved by 0.0267353

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.362
ELB improved by 0.0215973

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.344
ELB improved by 0.0175779

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.33
ELB improved by 0.0144507

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.318
ELB improved by 0.0120218

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.308
ELB improved by 0.0101332

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.299
ELB improved by 0.00865987

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.409   0.208   2.604 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0500.0190.070
getPIPs0.0770.0250.102
graper0.0800.0210.101
makeExampleData0.010.000.01
makeExampleDataWithUnequalGroups0.0110.0010.012
plotELBO0.3070.0240.331
plotGroupPenalties0.9250.0130.938
plotPosterior0.6560.0110.667
predict.graper2.0620.0712.134
print.graper0.0510.0140.064