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This page was generated on 2026-02-24 11:57 -0500 (Tue, 24 Feb 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.3 LTS)x86_644.5.2 (2025-10-31) -- "[Not] Part in a Rumble" 4891
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: 2026-02-23 13:45 -0500 (Mon, 23 Feb 2026)
git_url: https://git.bioconductor.org/packages/graper
git_branch: RELEASE_3_22
git_last_commit: 76fc31b
git_last_commit_date: 2025-10-29 10:49:21 -0500 (Wed, 29 Oct 2025)
nebbiolo2Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
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: 2026-02-24 00:07:15 -0500 (Tue, 24 Feb 2026)
EndedAt: 2026-02-24 00:08:46 -0500 (Tue, 24 Feb 2026)
EllapsedTime: 91.1 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 24.04.3 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) 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) 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=-822.712
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-567.268
ELB improved by 255.444

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-506.333
ELB improved by 60.935

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.234
ELB improved by 47.0986

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.501
ELB improved by 23.7329

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.41
ELB improved by 10.0913

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.711
ELB improved by 4.69928

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.004
ELB improved by 2.70642

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.126
ELB improved by 1.87835

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.634
ELB improved by 1.49207

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.302
ELB improved by 1.33158

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.001
ELB improved by 1.3015

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.648
ELB improved by 1.353

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.191
ELB improved by 1.45629

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.606
ELB improved by 1.58513

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.899
ELB improved by 1.70707

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.117
ELB improved by 1.78167

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.346
ELB improved by 1.77171

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.681
ELB improved by 1.6645

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.198
ELB improved by 1.48336

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.924
ELB improved by 1.27362

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.846
ELB improved by 1.07802

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.924
ELB improved by 0.922447

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.11
ELB improved by 0.814035

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.362
ELB improved by 0.74731

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.65
ELB improved by 0.712643

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.948
ELB improved by 0.70171

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.239
ELB improved by 0.709173

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.507
ELB improved by 0.732247

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.737
ELB improved by 0.769597

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.917
ELB improved by 0.820359

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.033
ELB improved by 0.883607

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.075
ELB improved by 0.957922

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.035
ELB improved by 1.04006

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.913
ELB improved by 1.1223

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.722
ELB improved by 1.1907

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.494
ELB improved by 1.22851

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.271
ELB improved by 1.22239

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.119
ELB improved by 1.15204

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.14
ELB improved by 0.979146

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.411
ELB improved by 0.729328

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.905
ELB improved by 0.505412

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.551
ELB improved by 0.354649

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.281
ELB improved by 0.26932

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.042
ELB improved by 0.239515

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.76
ELB improved by 0.2815

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.28
ELB improved by 0.48009

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.279
ELB improved by 1.00166

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.502
ELB improved by 1.7765

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.336
ELB improved by 2.16567

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.021
ELB improved by 1.31552

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.363
ELB improved by 0.658182

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.859
ELB improved by 0.503844

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.339
ELB improved by 0.52034

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.818
ELB improved by 0.520346

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.39
ELB improved by 0.427998

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.113
ELB improved by 0.277

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.963
ELB improved by 0.15038

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.885
ELB improved by 0.0774731

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.843
ELB improved by 0.0418956

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.818
ELB improved by 0.0253629

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.801
ELB improved by 0.0175505

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.787
ELB improved by 0.0135872

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.776
ELB improved by 0.0113343

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.766
ELB improved by 0.00987973

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-870.563
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-566.985
ELB improved by 303.578

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-507.139
ELB improved by 59.8461

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-472.391
ELB improved by 34.7475

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.869
ELB improved by 12.5227

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.979
ELB improved by 4.89028

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.11
ELB improved by 2.86874

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.926
ELB improved by 2.18399

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.026
ELB improved by 1.90023

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.277
ELB improved by 1.74848

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.642
ELB improved by 1.6351

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.109
ELB improved by 1.5329

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.674
ELB improved by 1.43559

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.333
ELB improved by 1.34092

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.088
ELB improved by 1.24508

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.945
ELB improved by 1.14281

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.914
ELB improved by 1.03087

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.003
ELB improved by 0.911311

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.209
ELB improved by 0.793387

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.514
ELB improved by 0.695613

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.872
ELB improved by 0.641821

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.223
ELB improved by 0.649093

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.507
ELB improved by 0.715253

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.705
ELB improved by 0.802402

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.857
ELB improved by 0.847528

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.028
ELB improved by 0.829276

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.254
ELB improved by 0.77385

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.55
ELB improved by 0.704688

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.913
ELB improved by 0.636356

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.332
ELB improved by 0.58116

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.781
ELB improved by 0.55102

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.222
ELB improved by 0.559182

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.611
ELB improved by 0.610845

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.948
ELB improved by 0.662565

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.304
ELB improved by 0.644653

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.718
ELB improved by 0.585433

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.181
ELB improved by 0.537818

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.673
ELB improved by 0.507838

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.184
ELB improved by 0.488906

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.708
ELB improved by 0.475983

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.243
ELB improved by 0.465301

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.789
ELB improved by 0.453583

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.351
ELB improved by 0.438012

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.934
ELB improved by 0.416497

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.547
ELB improved by 0.387936

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.194
ELB improved by 0.352404

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.883
ELB improved by 0.311318

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.615
ELB improved by 0.267499

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.391
ELB improved by 0.224745

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.204
ELB improved by 0.186865

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.047
ELB improved by 0.156869

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.91
ELB improved by 0.137063

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.779
ELB improved by 0.130264

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.638
ELB improved by 0.141701

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.46
ELB improved by 0.17828

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.227
ELB improved by 0.232012

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.973
ELB improved by 0.254832

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.754
ELB improved by 0.218895

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.579
ELB improved by 0.174302

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.415
ELB improved by 0.164488

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.223
ELB improved by 0.191882

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.003
ELB improved by 0.22036

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.799
ELB improved by 0.203308

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.646
ELB improved by 0.153661

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.539
ELB improved by 0.106843

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.466
ELB improved by 0.0727576

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.417
ELB improved by 0.049484

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.383
ELB improved by 0.0341412

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.358
ELB improved by 0.0243303

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.34
ELB improved by 0.0181547

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.326
ELB improved by 0.0142413

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.314
ELB improved by 0.0116862

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.304
ELB improved by 0.00993627

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-882.364
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-573.462
ELB improved by 308.902

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-510.697
ELB improved by 62.7648

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-473.692
ELB improved by 37.0046

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.742
ELB improved by 14.9506

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.829
ELB improved by 6.91267

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.253
ELB improved by 4.57595

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.461
ELB improved by 3.79244

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.827
ELB improved by 3.63317

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.054
ELB improved by 3.77347

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.019
ELB improved by 4.03511

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.845
ELB improved by 4.17401

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.971
ELB improved by 3.87349

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.898
ELB improved by 3.07303

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.755
ELB improved by 2.14298

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.294
ELB improved by 1.46127

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.188
ELB improved by 1.1059

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.151
ELB improved by 1.03707

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.953
ELB improved by 1.19787

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.638
ELB improved by 1.31516

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.529
ELB improved by 1.10855

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.743
ELB improved by 0.786187

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.178
ELB improved by 0.565293

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.75
ELB improved by 0.428034

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.422
ELB improved by 0.328301

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.167
ELB improved by 0.254471

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.965
ELB improved by 0.201907

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.801
ELB improved by 0.163991

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.665
ELB improved by 0.135828

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.551
ELB improved by 0.114545

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.453
ELB improved by 0.0982057

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.367
ELB improved by 0.0853761

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.292
ELB improved by 0.0750387

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.226
ELB improved by 0.0665142

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.166
ELB improved by 0.0593573

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.113
ELB improved by 0.0532694

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.065
ELB improved by 0.0480406

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.022
ELB improved by 0.0435162

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.982
ELB improved by 0.0395778

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.946
ELB improved by 0.0361319

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.913
ELB improved by 0.0331033

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.882
ELB improved by 0.0304307

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.854
ELB improved by 0.0280635

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.828
ELB improved by 0.0259596

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.804
ELB improved by 0.0240837

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.782
ELB improved by 0.022406

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.761
ELB improved by 0.0209014

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.741
ELB improved by 0.0195483

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.723
ELB improved by 0.0183284

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.706
ELB improved by 0.0172256

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.69
ELB improved by 0.0162264

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.674
ELB improved by 0.0153189

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.66
ELB improved by 0.0144928

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.646
ELB improved by 0.0137391

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.633
ELB improved by 0.0130499

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.621
ELB improved by 0.0124183

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.609
ELB improved by 0.0118381

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.597
ELB improved by 0.0113041

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.587
ELB improved by 0.0108115

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.576
ELB improved by 0.0103561

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.566
ELB improved by 0.0099342

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-836.466
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-576.473
ELB improved by 259.993

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-515.873
ELB improved by 60.6005

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-474.45
ELB improved by 41.4225

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.346
ELB improved by 18.1042

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.516
ELB improved by 8.83047

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.41
ELB improved by 6.10566

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.117
ELB improved by 5.29322

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.999
ELB improved by 5.11831

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.051
ELB improved by 4.94721

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.591
ELB improved by 4.46061

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.892
ELB improved by 3.69887

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.956
ELB improved by 2.93568

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.681
ELB improved by 2.27541

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.018
ELB improved by 1.66252

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.849
ELB improved by 1.16936

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.998
ELB improved by 0.850757

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.333
ELB improved by 0.665231

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.776
ELB improved by 0.557199

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.29
ELB improved by 0.485938

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.859
ELB improved by 0.430884

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.471
ELB improved by 0.387623

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.12
ELB improved by 0.351497

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.81
ELB improved by 0.310225

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.551
ELB improved by 0.258757

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.343
ELB improved by 0.207558

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.176
ELB improved by 0.167047

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.038
ELB improved by 0.13837

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.92
ELB improved by 0.118182

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.816
ELB improved by 0.103269

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.725
ELB improved by 0.0916065

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.643
ELB improved by 0.0820639

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.569
ELB improved by 0.0740133

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.502
ELB improved by 0.0670869

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.441
ELB improved by 0.0610519

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.385
ELB improved by 0.0557491

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.334
ELB improved by 0.0510625

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.287
ELB improved by 0.0469032

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.244
ELB improved by 0.043201

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.204
ELB improved by 0.0398988

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.167
ELB improved by 0.0369499

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.133
ELB improved by 0.0343153

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.101
ELB improved by 0.0319626

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.071
ELB improved by 0.0298647

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.043
ELB improved by 0.0279987

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.016
ELB improved by 0.0263462

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.991
ELB improved by 0.0248916

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.968
ELB improved by 0.0236225

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.945
ELB improved by 0.0225288

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.924
ELB improved by 0.0216015

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.903
ELB improved by 0.020832

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.883
ELB improved by 0.02021

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.863
ELB improved by 0.0197211

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.844
ELB improved by 0.0193432

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.825
ELB improved by 0.0190434

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.806
ELB improved by 0.0187753

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.787
ELB improved by 0.0184791

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.769
ELB improved by 0.0180879

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.752
ELB improved by 0.0175396

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.735
ELB improved by 0.0167933

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.719
ELB improved by 0.0158441

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.704
ELB improved by 0.0147271

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.691
ELB improved by 0.0135083

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.679
ELB improved by 0.012266

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.667
ELB improved by 0.0110704

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.657
ELB improved by 0.00997139

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.365   0.190   2.540 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0530.0110.065
getPIPs0.0490.0030.052
graper0.0800.0050.085
makeExampleData0.0100.0000.011
makeExampleDataWithUnequalGroups0.0110.0000.013
plotELBO0.3570.0100.369
plotGroupPenalties1.0930.0431.137
plotPosterior0.6390.0120.652
predict.graper2.0480.0172.066
print.graper0.0460.0060.052