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This page was generated on 2026-03-30 11:57 -0400 (Mon, 30 Mar 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.3 LTS)x86_644.5.2 (2025-10-31) -- "[Not] Part in a Rumble" 4893
Click on any hostname to see more info about the system (e.g. compilers)      (*) as reported by 'uname -p', except on Windows and Mac OS X

Package 922/2361HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.26.0  (landing page)
Britta Velten
Snapshot Date: 2026-03-29 13:45 -0400 (Sun, 29 Mar 2026)
git_url: https://git.bioconductor.org/packages/graper
git_branch: RELEASE_3_22
git_last_commit: 76fc31b
git_last_commit_date: 2025-10-29 10:49:21 -0400 (Wed, 29 Oct 2025)
nebbiolo2Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
See other builds for graper in R Universe.


CHECK results for graper on nebbiolo2

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: 1.26.0
Command: /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.22-bioc/R/site-library --timings graper_1.26.0.tar.gz
StartedAt: 2026-03-30 00:35:52 -0400 (Mon, 30 Mar 2026)
EndedAt: 2026-03-30 00:37:24 -0400 (Mon, 30 Mar 2026)
EllapsedTime: 92.1 seconds
RetCode: 0
Status:   OK  
CheckDir: graper.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.22-bioc/R/site-library --timings graper_1.26.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/home/biocbuild/bbs-3.22-bioc/meat/graper.Rcheck’
* using R version 4.5.2 (2025-10-31)
* 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 24.04.4 LTS
* using session charset: UTF-8
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.26.0’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘graper’ can be installed ... OK
* used C++ compiler: ‘g++ (Ubuntu 13.3.0-6ubuntu2~24.04.1) 13.3.0’
* checking installed package size ... INFO
  installed size is  6.1Mb
  sub-directories of 1Mb or more:
    libs   6.0Mb
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking code files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking loading without being on the library search path ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... NOTE
checkRd: (-1) predict.graper.Rd:19-21: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:23-24: Lost braces in \itemize; meant \describe ?
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... NOTE
Note: information on .o files is not available
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
  Running ‘testthat.R’
 OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking re-building of vignette outputs ... OK
* checking PDF version of manual ... OK
* DONE

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


Installation output

graper.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD INSTALL graper
###
##############################################################################
##############################################################################


* installing to library ‘/home/biocbuild/bbs-3.22-bioc/R/site-library’
* installing *source* package ‘graper’ ...
** this is package ‘graper’ version ‘1.26.0’
** using staged installation
** libs
using C++ compiler: ‘g++ (Ubuntu 13.3.0-6ubuntu2~24.04.1) 13.3.0’
g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.22-bioc/R/include" -DNDEBUG  -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.22-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-3.22-bioc/R/include" -DNDEBUG  -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.22-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-3.22-bioc/R/lib -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -llapack -L/home/biocbuild/bbs-3.22-bioc/R/lib -lRblas -lgfortran -lm -lquadmath -L/home/biocbuild/bbs-3.22-bioc/R/lib -lR
installing to /home/biocbuild/bbs-3.22-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 4.5.2 (2025-10-31) -- "[Not] Part in a Rumble"
Copyright (C) 2025 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=-868.858
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-576.314
ELB improved by 292.543

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-517.166
ELB improved by 59.1486

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-478.854
ELB improved by 38.3119

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.741
ELB improved by 18.1131

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.459
ELB improved by 9.28174

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.639
ELB improved by 7.81994

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.277
ELB improved by 8.36222

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.722
ELB improved by 8.55472

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.417
ELB improved by 7.30511

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.246
ELB improved by 5.17079

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.904
ELB improved by 3.34208

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.677
ELB improved by 2.22702

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.041
ELB improved by 1.63626

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.711
ELB improved by 1.3293

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.548
ELB improved by 1.16302

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.474
ELB improved by 1.07422

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.442
ELB improved by 1.03272

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.424
ELB improved by 1.01782

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.406
ELB improved by 1.01739

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.377
ELB improved by 1.02891

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.318
ELB improved by 1.05903

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.196
ELB improved by 1.12277

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.961
ELB improved by 1.23448

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.587
ELB improved by 1.37367

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.106
ELB improved by 1.48175

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.558
ELB improved by 1.54724

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.955
ELB improved by 1.60325

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.254
ELB improved by 1.70105

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.444
ELB improved by 1.80999

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.7
ELB improved by 1.74424

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.879
ELB improved by 1.8206

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.279
ELB improved by 1.6004

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.297
ELB improved by 0.982021

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.67
ELB improved by 0.627023

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.179
ELB improved by 0.491287

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.704
ELB improved by 0.474316

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.191
ELB improved by 0.513595

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.58
ELB improved by 0.610853

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.7
ELB improved by 0.879518

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.707
ELB improved by 0.993257

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.984
ELB improved by 0.723127

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.496
ELB improved by 0.487672

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.17
ELB improved by 0.325831

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.939
ELB improved by 0.231456

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.755
ELB improved by 0.183585

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.597
ELB improved by 0.158621

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.453
ELB improved by 0.143273

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.323
ELB improved by 0.130221

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.208
ELB improved by 0.11555

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.109
ELB improved by 0.0987396

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.027
ELB improved by 0.0817838

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.96
ELB improved by 0.0668032

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.906
ELB improved by 0.0545861

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.861
ELB improved by 0.0448728

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.824
ELB improved by 0.0371047

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.793
ELB improved by 0.0308201

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.767
ELB improved by 0.025715

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.746
ELB improved by 0.0215815

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.727
ELB improved by 0.0182525

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.712
ELB improved by 0.0155788

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.698
ELB improved by 0.0134287

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.687
ELB improved by 0.0116906

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.676
ELB improved by 0.0102744

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.667
ELB improved by 0.00910964

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-847.774
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-554.091
ELB improved by 293.683

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-499.449
ELB improved by 54.642

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-467.814
ELB improved by 31.6353

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.355
ELB improved by 14.4593

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.43
ELB improved by 5.92434

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.241
ELB improved by 3.18894

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.812
ELB improved by 2.42979

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.577
ELB improved by 2.23493

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.305
ELB improved by 2.27216

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.87
ELB improved by 2.43442

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.198
ELB improved by 2.67214

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.26
ELB improved by 2.93836

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.12
ELB improved by 3.14

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.02
ELB improved by 3.09978

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.336
ELB improved by 2.68341

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.307
ELB improved by 2.0295

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.896
ELB improved by 1.41126

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.938
ELB improved by 0.958195

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.276
ELB improved by 0.661733

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.799
ELB improved by 0.476717

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.436
ELB improved by 0.363207

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.143
ELB improved by 0.292886

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.895
ELB improved by 0.24787

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.677
ELB improved by 0.21779

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.48
ELB improved by 0.196845

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.299
ELB improved by 0.181757

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.128
ELB improved by 0.170599

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.966
ELB improved by 0.162166

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.81
ELB improved by 0.155657

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.66
ELB improved by 0.15051

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.513
ELB improved by 0.146317

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.371
ELB improved by 0.142778

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.231
ELB improved by 0.139677

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.094
ELB improved by 0.136857

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.96
ELB improved by 0.134217

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.828
ELB improved by 0.131692

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.699
ELB improved by 0.129249

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.572
ELB improved by 0.12688

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.448
ELB improved by 0.124588

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.325
ELB improved by 0.122385

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.205
ELB improved by 0.120285

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.087
ELB improved by 0.1183

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.97
ELB improved by 0.116432

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.855
ELB improved by 0.114677

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.742
ELB improved by 0.113021

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.631
ELB improved by 0.111439

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.521
ELB improved by 0.1099

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.413
ELB improved by 0.108366

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.306
ELB improved by 0.106793

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.201
ELB improved by 0.10514

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.097
ELB improved by 0.103365

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.996
ELB improved by 0.101433

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.897
ELB improved by 0.0993174

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.8
ELB improved by 0.0970057

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.705
ELB improved by 0.0945003

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.613
ELB improved by 0.0918215

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.524
ELB improved by 0.0890092

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.438
ELB improved by 0.086123

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.355
ELB improved by 0.0832419

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.275
ELB improved by 0.0804632

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.197
ELB improved by 0.0778997

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.121
ELB improved by 0.0756732

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.047
ELB improved by 0.0738989

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.974
ELB improved by 0.0726504

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.903
ELB improved by 0.0718892

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.831
ELB improved by 0.071356

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.761
ELB improved by 0.0704732

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.692
ELB improved by 0.0684115

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.628
ELB improved by 0.0644803

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.569
ELB improved by 0.0586849

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.517
ELB improved by 0.0518705

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.472
ELB improved by 0.0451768

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.433
ELB improved by 0.0393695

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.398
ELB improved by 0.0346554

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.367
ELB improved by 0.0309009

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.339
ELB improved by 0.0278836

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.314
ELB improved by 0.025416

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.29
ELB improved by 0.0233699

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.269
ELB improved by 0.0216639

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.249
ELB improved by 0.0202462

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.229
ELB improved by 0.0190824

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.211
ELB improved by 0.0181479

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.194
ELB improved by 0.0174226

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.177
ELB improved by 0.0168873

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.16
ELB improved by 0.0165191

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.144
ELB improved by 0.0162872

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.128
ELB improved by 0.0161473

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.112
ELB improved by 0.0160377

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.096
ELB improved by 0.0158791

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.081
ELB improved by 0.0155827

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.065
ELB improved by 0.0150686

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.051
ELB improved by 0.0142903

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.038
ELB improved by 0.0132557

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.026
ELB improved by 0.0120289

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.015
ELB improved by 0.0107107

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.006
ELB improved by 0.00940559

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-878.907
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-588.568
ELB improved by 290.338

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-531.727
ELB improved by 56.8416

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-490.141
ELB improved by 41.5856

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-468.408
ELB improved by 21.7336

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.892
ELB improved by 9.5161

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.612
ELB improved by 5.27951

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.358
ELB improved by 4.2539

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.173
ELB improved by 4.18493

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.791
ELB improved by 4.38182

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.179
ELB improved by 4.61233

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.551
ELB improved by 4.62862

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.405
ELB improved by 4.14562

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.248
ELB improved by 3.15704

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.145
ELB improved by 2.10295

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.783
ELB improved by 1.362

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.829
ELB improved by 0.953582

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.072
ELB improved by 0.75771

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.393
ELB improved by 0.678179

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.732
ELB improved by 0.661772

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.05
ELB improved by 0.681799

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.325
ELB improved by 0.725025

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.54
ELB improved by 0.784673

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.683
ELB improved by 0.857069

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.743
ELB improved by 0.940032

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.711
ELB improved by 1.03199

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.58
ELB improved by 1.13137

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.344
ELB improved by 1.23575

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.004
ELB improved by 1.33979

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.572
ELB improved by 1.43224

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.077
ELB improved by 1.4954

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.562
ELB improved by 1.51415

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.071
ELB improved by 1.49154

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.623
ELB improved by 1.44744

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.236
ELB improved by 1.38779

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.955
ELB improved by 1.28015

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.835
ELB improved by 1.12054

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.853
ELB improved by 0.98169

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.889
ELB improved by 0.964245

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.874
ELB improved by 1.01527

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.976
ELB improved by 0.8982

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.369
ELB improved by 0.606713

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.037
ELB improved by 0.332117

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.859
ELB improved by 0.177305

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.753
ELB improved by 0.105938

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.68
ELB improved by 0.0733788

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.623
ELB improved by 0.0568994

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.576
ELB improved by 0.0471572

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.535
ELB improved by 0.0405391

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.5
ELB improved by 0.035613

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.468
ELB improved by 0.0317522

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.439
ELB improved by 0.0286386

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.413
ELB improved by 0.0260833

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.389
ELB improved by 0.0239587

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.367
ELB improved by 0.0221692

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.347
ELB improved by 0.0206377

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.327
ELB improved by 0.0192981

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.309
ELB improved by 0.018092

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.292
ELB improved by 0.0169665

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.276
ELB improved by 0.0158754

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.262
ELB improved by 0.0147807

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.248
ELB improved by 0.0136562

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.235
ELB improved by 0.0124904

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.224
ELB improved by 0.0112905

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.214
ELB improved by 0.010081

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.205
ELB improved by 0.00890019

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-865.213
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-597.726
ELB improved by 267.487

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-539.655
ELB improved by 58.0714

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-494.147
ELB improved by 45.5075

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-467.938
ELB improved by 26.209

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.894
ELB improved by 11.0446

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.147
ELB improved by 5.74686

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.229
ELB improved by 4.91832

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.281
ELB improved by 4.94729

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.022
ELB improved by 5.25883

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.332
ELB improved by 5.69009

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.364
ELB improved by 5.96846

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.605
ELB improved by 5.75913

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.574
ELB improved by 5.03096

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.494
ELB improved by 4.07951

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.335
ELB improved by 3.15874

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.967
ELB improved by 2.36863

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.269
ELB improved by 1.69821

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.058
ELB improved by 1.2109

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.14
ELB improved by 0.917691

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.389
ELB improved by 0.750648

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.745
ELB improved by 0.644259

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.195
ELB improved by 0.550369

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.748
ELB improved by 0.447087

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.401
ELB improved by 0.346571

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.134
ELB improved by 0.267424

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.922
ELB improved by 0.211938

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.748
ELB improved by 0.173328

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.603
ELB improved by 0.145226

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.479
ELB improved by 0.123715

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.373
ELB improved by 0.106604

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.28
ELB improved by 0.0926388

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.199
ELB improved by 0.0810452

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.128
ELB improved by 0.0713034

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.065
ELB improved by 0.0630421

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.009
ELB improved by 0.0559835

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.959
ELB improved by 0.049914

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.914
ELB improved by 0.0446655

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.874
ELB improved by 0.0401041

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.838
ELB improved by 0.036122

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.805
ELB improved by 0.0326311

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.776
ELB improved by 0.0295593

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.749
ELB improved by 0.0268469

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.725
ELB improved by 0.0244442

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.702
ELB improved by 0.0223095

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.682
ELB improved by 0.0204076

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.663
ELB improved by 0.0187089

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.646
ELB improved by 0.017188

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.63
ELB improved by 0.0158232

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.616
ELB improved by 0.0145959

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.602
ELB improved by 0.01349

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.59
ELB improved by 0.0124915

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.578
ELB improved by 0.0115885

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.567
ELB improved by 0.0107704

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.557
ELB improved by 0.0100279

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.548
ELB improved by 0.00935295

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.461   0.182   2.628 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0540.0000.054
getPIPs0.0460.0050.050
graper0.0820.0020.084
makeExampleData0.0080.0020.010
makeExampleDataWithUnequalGroups0.0110.0010.012
plotELBO0.3280.0120.340
plotGroupPenalties1.1470.0351.182
plotPosterior0.6470.0080.654
predict.graper2.0420.0152.058
print.graper0.0460.0060.051