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This page was generated on 2026-02-28 11:57 -0500 (Sat, 28 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: 2026-02-27 13:45 -0500 (Fri, 27 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: 2026-02-28 00:16:38 -0500 (Sat, 28 Feb 2026)
EndedAt: 2026-02-28 00:18:09 -0500 (Sat, 28 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=-838.561
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-550.961
ELB improved by 287.6

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-491.596
ELB improved by 59.365

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.768
ELB improved by 35.8281

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.865
ELB improved by 15.9036

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.581
ELB improved by 7.28418

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.595
ELB improved by 4.98566

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.851
ELB improved by 4.74382

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.484
ELB improved by 5.36715

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.92
ELB improved by 6.56427

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.167
ELB improved by 7.75295

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.448
ELB improved by 7.71849

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.433
ELB improved by 6.0148

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.598
ELB improved by 3.83518

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.324
ELB improved by 2.27385

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.891
ELB improved by 1.43296

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.877
ELB improved by 1.01396

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.086
ELB improved by 0.791243

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.427
ELB improved by 0.6591

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.855
ELB improved by 0.572417

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.344
ELB improved by 0.510894

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.879
ELB improved by 0.464345

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.452
ELB improved by 0.427034

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.057
ELB improved by 0.395565

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.689
ELB improved by 0.368051

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.345
ELB improved by 0.343642

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.023
ELB improved by 0.322157

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.719
ELB improved by 0.30383

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.43
ELB improved by 0.289169

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.151
ELB improved by 0.278971

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.877
ELB improved by 0.274451

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.599
ELB improved by 0.27737

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.31
ELB improved by 0.289559

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374
ELB improved by 0.310167

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.67
ELB improved by 0.329709

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.339
ELB improved by 0.33065

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.032
ELB improved by 0.306765

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.761
ELB improved by 0.271048

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.525
ELB improved by 0.23586

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.321
ELB improved by 0.204643

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.144
ELB improved by 0.177161

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.991
ELB improved by 0.152801

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.86
ELB improved by 0.131179

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.748
ELB improved by 0.112079

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.652
ELB improved by 0.0953549

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.571
ELB improved by 0.0808645

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.503
ELB improved by 0.0684403

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.445
ELB improved by 0.0578878

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.396
ELB improved by 0.0489952

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.355
ELB improved by 0.0415464

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.319
ELB improved by 0.0353337

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.289
ELB improved by 0.0301655

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.263
ELB improved by 0.0258714

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.241
ELB improved by 0.0223035

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.222
ELB improved by 0.0193357

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.205
ELB improved by 0.0168624

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.19
ELB improved by 0.0147958

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.177
ELB improved by 0.0130633

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.165
ELB improved by 0.0116056

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.155
ELB improved by 0.0103739

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.145
ELB improved by 0.00932873

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-849.636
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-557.641
ELB improved by 291.996

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-501.028
ELB improved by 56.6127

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-469.741
ELB improved by 31.2867

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.78
ELB improved by 11.9607

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.84
ELB improved by 4.94029

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.764
ELB improved by 3.07583

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.223
ELB improved by 2.54157

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.811
ELB improved by 2.41203

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.361
ELB improved by 2.45023

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.795
ELB improved by 2.56588

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.111
ELB improved by 2.68359

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.41
ELB improved by 2.70078

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.916
ELB improved by 2.49431

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.882
ELB improved by 2.03439

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.392
ELB improved by 1.49008

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.341
ELB improved by 1.05059

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.569
ELB improved by 0.772015

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.944
ELB improved by 0.624681

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.383
ELB improved by 0.561283

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.84
ELB improved by 0.543009

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.296
ELB improved by 0.543987

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.744
ELB improved by 0.551597

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.18
ELB improved by 0.564228

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.596
ELB improved by 0.584167

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.983
ELB improved by 0.613239

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.328
ELB improved by 0.654605

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.612
ELB improved by 0.716509

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.794
ELB improved by 0.81771

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.798
ELB improved by 0.996192

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.496
ELB improved by 1.3015

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.783
ELB improved by 1.71356

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.737
ELB improved by 2.04528

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.615
ELB improved by 2.12273

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.429
ELB improved by 2.18586

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.893
ELB improved by 2.53619

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.679
ELB improved by 3.21377

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.525
ELB improved by 3.15338

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.257
ELB improved by 2.26878

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.68
ELB improved by 1.57662

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.388
ELB improved by 1.29243

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.986
ELB improved by 1.40125

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.505
ELB improved by 1.48146

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.387
ELB improved by 1.1179

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.585
ELB improved by 0.802022

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.92
ELB improved by 0.665124

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.317
ELB improved by 0.602813

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.843
ELB improved by 0.474278

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.517
ELB improved by 0.325682

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.278
ELB improved by 0.238754

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.076
ELB improved by 0.201896

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.877
ELB improved by 0.198969

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.646
ELB improved by 0.23135

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.34
ELB improved by 0.305977

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.952
ELB improved by 0.38769

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.567
ELB improved by 0.384924

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.259
ELB improved by 0.308085

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.017
ELB improved by 0.242132

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.817
ELB improved by 0.200294

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.653
ELB improved by 0.163689

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.526
ELB improved by 0.127226

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.431
ELB improved by 0.0954997

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.36
ELB improved by 0.0707472

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.307
ELB improved by 0.0526432

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.267
ELB improved by 0.0402022

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.235
ELB improved by 0.0321789

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.208
ELB improved by 0.0272531

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.183
ELB improved by 0.0242606

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.161
ELB improved by 0.0222969

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.14
ELB improved by 0.0207043

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.121
ELB improved by 0.0190448

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.104
ELB improved by 0.0171061

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.089
ELB improved by 0.0149068

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.077
ELB improved by 0.0126407

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.066
ELB improved by 0.0105538

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.057
ELB improved by 0.00882299

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-889.123
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-621.268
ELB improved by 267.854

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-563.014
ELB improved by 58.254

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-514.1
ELB improved by 48.9143

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-486.285
ELB improved by 27.8153

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-475.124
ELB improved by 11.1609

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-470.184
ELB improved by 4.94006

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-466.799
ELB improved by 3.38496

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-463.66
ELB improved by 3.13841

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.385
ELB improved by 3.27583

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.904
ELB improved by 3.48031

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.355
ELB improved by 3.5495

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.007
ELB improved by 3.34745

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.14
ELB improved by 2.86724

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.914
ELB improved by 2.22581

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.324
ELB improved by 1.59048

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.233
ELB improved by 1.09083

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.469
ELB improved by 0.76443

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.888
ELB improved by 0.580736

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.396
ELB improved by 0.49198

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.934
ELB improved by 0.462226

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.461
ELB improved by 0.472562

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.944
ELB improved by 0.516617

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.349
ELB improved by 0.595205

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.638
ELB improved by 0.711432

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.771
ELB improved by 0.866699

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.714
ELB improved by 1.05732

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.449
ELB improved by 1.26463

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.996
ELB improved by 1.45272

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.392
ELB improved by 1.60433

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.672
ELB improved by 1.71987

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.941
ELB improved by 1.73149

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.401
ELB improved by 1.53988

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.143
ELB improved by 1.25786

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.079
ELB improved by 1.06378

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.074
ELB improved by 1.00503

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.106
ELB improved by 0.968443

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.276
ELB improved by 0.8298

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.587
ELB improved by 0.688615

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.958
ELB improved by 0.62891

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.366
ELB improved by 0.591914

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.864
ELB improved by 0.502718

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.472
ELB improved by 0.392214

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.158
ELB improved by 0.313695

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.878
ELB improved by 0.27966

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.586
ELB improved by 0.291724

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.243
ELB improved by 0.343521

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.856
ELB improved by 0.387099

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.503
ELB improved by 0.35283

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.236
ELB improved by 0.266775

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.04
ELB improved by 0.196503

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.885
ELB improved by 0.154526

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.755
ELB improved by 0.130023

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.64
ELB improved by 0.114758

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.535
ELB improved by 0.105384

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.433
ELB improved by 0.10178

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.328
ELB improved by 0.105669

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.209
ELB improved by 0.118776

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.071
ELB improved by 0.137701

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.923
ELB improved by 0.147679

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.788
ELB improved by 0.135348

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.676
ELB improved by 0.112399

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.576
ELB improved by 0.099754

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.467
ELB improved by 0.109036

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.309
ELB improved by 0.158128

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.013
ELB improved by 0.29552

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.47
ELB improved by 0.54359

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.844
ELB improved by 0.625344

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.438
ELB improved by 0.406325

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.23
ELB improved by 0.207538

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.122
ELB improved by 0.108419

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.059
ELB improved by 0.0634741

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.016
ELB improved by 0.0425613

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.984
ELB improved by 0.0322588

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.957
ELB improved by 0.0269908

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.932
ELB improved by 0.0244666

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.909
ELB improved by 0.0237605

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.884
ELB improved by 0.0245303

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.857
ELB improved by 0.026625

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.828
ELB improved by 0.0297217

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.795
ELB improved by 0.0328698

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.761
ELB improved by 0.0342614

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.728
ELB improved by 0.0320551

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.702
ELB improved by 0.0262107

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.683
ELB improved by 0.0189827

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.67
ELB improved by 0.0128644

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.662
ELB improved by 0.00879779

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-876.548
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-585.494
ELB improved by 291.055

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-525.831
ELB improved by 59.6625

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-489.549
ELB improved by 36.2821

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-471.965
ELB improved by 17.5845

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-462.477
ELB improved by 9.48773

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.74
ELB improved by 7.73652

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.394
ELB improved by 8.34643

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.42
ELB improved by 8.97365

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.497
ELB improved by 7.92378

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.891
ELB improved by 5.60511

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.241
ELB improved by 3.65001

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.767
ELB improved by 2.474

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.032
ELB improved by 1.7358

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.791
ELB improved by 1.24077

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.859
ELB improved by 0.931762

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.108
ELB improved by 0.751371

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.46
ELB improved by 0.647759

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.89
ELB improved by 0.570502

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.408
ELB improved by 0.481642

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.018
ELB improved by 0.389599

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.701
ELB improved by 0.317583

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.433
ELB improved by 0.267359

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.202
ELB improved by 0.231491

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.997
ELB improved by 0.204557

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.813
ELB improved by 0.183773

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.646
ELB improved by 0.16771

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.49
ELB improved by 0.155537

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.344
ELB improved by 0.146686

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.203
ELB improved by 0.140723

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.066
ELB improved by 0.13732

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.929
ELB improved by 0.136245

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.792
ELB improved by 0.137369

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.651
ELB improved by 0.140658

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.505
ELB improved by 0.14617

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.351
ELB improved by 0.154054

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.186
ELB improved by 0.164538

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.009
ELB improved by 0.177909

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.814
ELB improved by 0.194468

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.6
ELB improved by 0.214444

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.362
ELB improved by 0.237903

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.097
ELB improved by 0.264798

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.802
ELB improved by 0.295268

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.472
ELB improved by 0.329964

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.103
ELB improved by 0.369111

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.694
ELB improved by 0.408729

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.257
ELB improved by 0.436838

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.817
ELB improved by 0.440471

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.397
ELB improved by 0.419974

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.011
ELB improved by 0.385976

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.664
ELB improved by 0.347061

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.356
ELB improved by 0.307625

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.086
ELB improved by 0.270154

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.85
ELB improved by 0.236205

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.643
ELB improved by 0.206552

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.462
ELB improved by 0.181214

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.302
ELB improved by 0.159581

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.162
ELB improved by 0.140659

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.038
ELB improved by 0.123439

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.931
ELB improved by 0.107278

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.839
ELB improved by 0.0920648

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.761
ELB improved by 0.0780633

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.695
ELB improved by 0.065595

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.64
ELB improved by 0.0548303

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.595
ELB improved by 0.045754

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.556
ELB improved by 0.0382242

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.524
ELB improved by 0.0320412

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.497
ELB improved by 0.0269942

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.474
ELB improved by 0.0228868

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.455
ELB improved by 0.0195477

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.438
ELB improved by 0.0168331

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.423
ELB improved by 0.0146258

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.411
ELB improved by 0.0128311

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.399
ELB improved by 0.0113739

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.389
ELB improved by 0.0101951

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.38
ELB improved by 0.00924857

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.382   0.176   2.548 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0530.0020.055
getPIPs0.0480.0040.053
graper0.0910.0180.109
makeExampleData0.0130.0050.019
makeExampleDataWithUnequalGroups0.0170.0050.022
plotELBO0.3590.0810.441
plotGroupPenalties1.1660.0641.231
plotPosterior0.6530.0100.665
predict.graper2.0490.0192.069
print.graper0.0470.0090.056