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This page was generated on 2026-02-09 11:32 -0500 (Mon, 09 Feb 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_64R Under development (unstable) (2026-01-15 r89304) -- "Unsuffered Consequences" 4858
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 922/2347HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.27.0  (landing page)
Britta Velten
Snapshot Date: 2026-02-08 13:40 -0500 (Sun, 08 Feb 2026)
git_url: https://git.bioconductor.org/packages/graper
git_branch: devel
git_last_commit: 95474d7
git_last_commit_date: 2025-10-29 10:49:21 -0500 (Wed, 29 Oct 2025)
nebbiolo1Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
See other builds for graper in R Universe.


CHECK results for graper on nebbiolo1

To the developers/maintainers of the graper package:
- Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/graper.git to reflect on this report. See Troubleshooting Build Report for more information.
- Use the following Renviron settings to reproduce errors and warnings.
- If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information.

raw results


Summary

Package: graper
Version: 1.27.0
Command: /home/biocbuild/bbs-3.23-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.23-bioc/R/site-library --timings graper_1.27.0.tar.gz
StartedAt: 2026-02-09 00:20:28 -0500 (Mon, 09 Feb 2026)
EndedAt: 2026-02-09 00:21:59 -0500 (Mon, 09 Feb 2026)
EllapsedTime: 91.1 seconds
RetCode: 0
Status:   OK  
CheckDir: graper.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/bbs-3.23-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.23-bioc/R/site-library --timings graper_1.27.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/home/biocbuild/bbs-3.23-bioc/meat/graper.Rcheck’
* using R Under development (unstable) (2026-01-15 r89304)
* using platform: x86_64-pc-linux-gnu
* R was compiled by
    gcc (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0
    GNU Fortran (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0
* running under: Ubuntu 24.04.3 LTS
* using session charset: UTF-8
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.27.0’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘graper’ can be installed ... OK
* used C++ compiler: ‘g++ (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0’
* checking installed package size ... OK
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking code files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking loading without being on the library search path ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... NOTE
checkRd: (-1) predict.graper.Rd:19-21: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:23-24: Lost braces in \itemize; meant \describe ?
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... INFO
Note: information on .o files is not available
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
  Running ‘testthat.R’
 OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking re-building of vignette outputs ... OK
* checking PDF version of manual ... OK
* DONE

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


Installation output

graper.Rcheck/00install.out

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


* installing to library ‘/home/biocbuild/bbs-3.23-bioc/R/site-library’
* installing *source* package ‘graper’ ...
** this is package ‘graper’ version ‘1.27.0’
** using staged installation
** libs
using C++ compiler: ‘g++ (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0’
g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.23-bioc/R/include" -DNDEBUG  -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/BH/include' -I/usr/local/include    -fpic  -g -O2  -Wall -Werror=format-security  -c RcppExports.cpp -o RcppExports.o
g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.23-bioc/R/include" -DNDEBUG  -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/BH/include' -I/usr/local/include    -fpic  -g -O2  -Wall -Werror=format-security  -c fit_graper.cpp -o fit_graper.o
g++ -std=gnu++17 -shared -L/home/biocbuild/bbs-3.23-bioc/R/lib -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -llapack -L/home/biocbuild/bbs-3.23-bioc/R/lib -lRblas -lgfortran -lm -lquadmath -L/home/biocbuild/bbs-3.23-bioc/R/lib -lR
installing to /home/biocbuild/bbs-3.23-bioc/R/site-library/00LOCK-graper/00new/graper/libs
** R
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
** checking absolute paths in shared objects and dynamic libraries
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (graper)

Tests output

graper.Rcheck/tests/testthat.Rout


R Under development (unstable) (2026-01-15 r89304) -- "Unsuffered Consequences"
Copyright (C) 2026 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu

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

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

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

> library(testthat)
> library(graper)
> 
> test_check("graper")
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-869.769
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-569.606
ELB improved by 300.164

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-512.006
ELB improved by 57.6003

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-478.108
ELB improved by 33.898

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-462.897
ELB improved by 15.211

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.062
ELB improved by 6.83472

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.995
ELB improved by 4.06646

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.696
ELB improved by 3.29927

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.497
ELB improved by 3.19937

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.086
ELB improved by 3.41104

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.335
ELB improved by 3.75024

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.342
ELB improved by 3.99361

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.494
ELB improved by 3.84829

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.304
ELB improved by 3.18965

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.025
ELB improved by 2.27885

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.53
ELB improved by 1.49512

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.548
ELB improved by 0.982298

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.862
ELB improved by 0.685232

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.347
ELB improved by 0.515613

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.932
ELB improved by 0.414875

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.58
ELB improved by 0.351851

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.269
ELB improved by 0.310868

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.985
ELB improved by 0.284082

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.717
ELB improved by 0.267622

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.458
ELB improved by 0.259789

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.197
ELB improved by 0.2602

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.928
ELB improved by 0.269324

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.64
ELB improved by 0.288201

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.321
ELB improved by 0.318607

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.957
ELB improved by 0.364276

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.525
ELB improved by 0.432235

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.998
ELB improved by 0.527107

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.368
ELB improved by 0.629366

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.672
ELB improved by 0.696742

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.947
ELB improved by 0.724146

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.212
ELB improved by 0.735864

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.469
ELB improved by 0.742271

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.725
ELB improved by 0.744319

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.984
ELB improved by 0.740556

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.256
ELB improved by 0.72857

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.549
ELB improved by 0.70666

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.874
ELB improved by 0.675018

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.239
ELB improved by 0.63541

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.649
ELB improved by 0.590146

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.107
ELB improved by 0.541518

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.615
ELB improved by 0.491901

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.171
ELB improved by 0.444068

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.77
ELB improved by 0.401159

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.404
ELB improved by 0.365961

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.065
ELB improved by 0.339439

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.746
ELB improved by 0.318899

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.448
ELB improved by 0.29763

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.179
ELB improved by 0.268747

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.948
ELB improved by 0.231231

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.758
ELB improved by 0.190396

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.605
ELB improved by 0.152295

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.485
ELB improved by 0.119942

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.392
ELB improved by 0.0937322

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.319
ELB improved by 0.0730104

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.262
ELB improved by 0.0569309

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.217
ELB improved by 0.0446857

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.182
ELB improved by 0.0355181

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.153
ELB improved by 0.0287341

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.129
ELB improved by 0.0237357

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.109
ELB improved by 0.0200418

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.092
ELB improved by 0.0172887

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.077
ELB improved by 0.0152136

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.063
ELB improved by 0.0136321

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.051
ELB improved by 0.0124177

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.039
ELB improved by 0.0114849

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.028
ELB improved by 0.0107773

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.018
ELB improved by 0.0102588

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.008
ELB improved by 0.00990826

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-867.217
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-567.979
ELB improved by 299.238

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-508.536
ELB improved by 59.4428

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-473.28
ELB improved by 35.2563

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.731
ELB improved by 16.549

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.278
ELB improved by 8.45284

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.233
ELB improved by 6.04544

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.503
ELB improved by 5.7301

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.622
ELB improved by 5.88088

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.704
ELB improved by 5.91825

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.206
ELB improved by 5.49742

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.614
ELB improved by 4.59242

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.133
ELB improved by 3.48122

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.659
ELB improved by 2.47357

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.912
ELB improved by 1.74739

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.626
ELB improved by 1.28571

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.645
ELB improved by 0.980662

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.874
ELB improved by 0.771159

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.243
ELB improved by 0.630573

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.716
ELB improved by 0.527192

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.277
ELB improved by 0.439656

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.908
ELB improved by 0.36841

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.59
ELB improved by 0.318016

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.305
ELB improved by 0.285464

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.041
ELB improved by 0.263907

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.794
ELB improved by 0.246418

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.567
ELB improved by 0.227125

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.364
ELB improved by 0.202889

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.189
ELB improved by 0.17514

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.041
ELB improved by 0.148352

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.915
ELB improved by 0.125981

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.806
ELB improved by 0.10873

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.711
ELB improved by 0.0956445

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.625
ELB improved by 0.0854685

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.548
ELB improved by 0.0772111

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.478
ELB improved by 0.0702153

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.414
ELB improved by 0.0640854

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.355
ELB improved by 0.0586101

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.301
ELB improved by 0.0537013

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.252
ELB improved by 0.049343

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.206
ELB improved by 0.0455491

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.164
ELB improved by 0.042335

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.124
ELB improved by 0.0397069

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.087
ELB improved by 0.0376629

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.05
ELB improved by 0.0361999

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.015
ELB improved by 0.0353189

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.98
ELB improved by 0.0350237

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.945
ELB improved by 0.0353094

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.909
ELB improved by 0.036137

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.871
ELB improved by 0.0373913

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.832
ELB improved by 0.0388305

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.792
ELB improved by 0.0400542

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.752
ELB improved by 0.0405491

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.712
ELB improved by 0.0398542

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.674
ELB improved by 0.0377941

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.64
ELB improved by 0.0346003

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.609
ELB improved by 0.0307881

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.582
ELB improved by 0.0268868

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.559
ELB improved by 0.0232528

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.539
ELB improved by 0.0200515

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.521
ELB improved by 0.0173263

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.506
ELB improved by 0.0150607

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.493
ELB improved by 0.0132097

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.481
ELB improved by 0.0117137

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.471
ELB improved by 0.0105079

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.461
ELB improved by 0.00953032

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-915.355
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-576.047
ELB improved by 339.308

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-513.525
ELB improved by 62.5223

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-477.013
ELB improved by 36.5115

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-462.6
ELB improved by 14.4132

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.97
ELB improved by 6.63043

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.906
ELB improved by 4.06362

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.87
ELB improved by 3.03582

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.21
ELB improved by 2.6601

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.589
ELB improved by 2.62152

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.785
ELB improved by 2.80409

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.609
ELB improved by 3.17549

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.914
ELB improved by 3.69486

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.716
ELB improved by 4.1985

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.361
ELB improved by 4.35472

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.447
ELB improved by 3.91428

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.406
ELB improved by 3.04115

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.266
ELB improved by 2.13949

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.814
ELB improved by 1.45224

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.808
ELB improved by 1.00615

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.06
ELB improved by 0.747296

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.442
ELB improved by 0.618003

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.861
ELB improved by 0.581144

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.241
ELB improved by 0.619985

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.532
ELB improved by 0.709071

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.75
ELB improved by 0.782265

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.951
ELB improved by 0.799014

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.157
ELB improved by 0.793702

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.355
ELB improved by 0.802269

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.509
ELB improved by 0.846179

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.552
ELB improved by 0.956276

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.397
ELB improved by 1.1551

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.021
ELB improved by 1.37618

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.418
ELB improved by 1.60327

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.67
ELB improved by 1.74824

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.084
ELB improved by 1.58563

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.741
ELB improved by 1.34326

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.591
ELB improved by 1.14989

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.559
ELB improved by 1.03163

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.606
ELB improved by 0.952774

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.86
ELB improved by 0.746255

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.391
ELB improved by 0.468812

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.106
ELB improved by 0.285893

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.918
ELB improved by 0.187217

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.787
ELB improved by 0.131376

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.69
ELB improved by 0.096963

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.616
ELB improved by 0.07436

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.557
ELB improved by 0.0588428

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.509
ELB improved by 0.0478122

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.469
ELB improved by 0.0397262

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.436
ELB improved by 0.0336282

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.407
ELB improved by 0.0289072

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.382
ELB improved by 0.0251643

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.359
ELB improved by 0.0221345

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.34
ELB improved by 0.0196379

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.322
ELB improved by 0.0175502

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.306
ELB improved by 0.0157836

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.292
ELB improved by 0.0142742

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.279
ELB improved by 0.0129746

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.267
ELB improved by 0.0118487

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.256
ELB improved by 0.0108682

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.246
ELB improved by 0.0100106

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.237
ELB improved by 0.00925778

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-860.796
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-602.795
ELB improved by 258.001

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-543.936
ELB improved by 58.8589

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-497.669
ELB improved by 46.2673

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-473.307
ELB improved by 24.3617

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-462.433
ELB improved by 10.8743

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.974
ELB improved by 6.4592

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.343
ELB improved by 5.63134

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.72
ELB improved by 5.62305

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.273
ELB improved by 5.44646

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.506
ELB improved by 4.76675

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.777
ELB improved by 3.72943

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.057
ELB improved by 2.72047

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.096
ELB improved by 1.96017

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.693
ELB improved by 1.40364

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.698
ELB improved by 0.995068

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.973
ELB improved by 0.724538

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.414
ELB improved by 0.559568

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.95
ELB improved by 0.463074

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.541
ELB improved by 0.409169

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.159
ELB improved by 0.382668

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.783
ELB improved by 0.375503

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.4
ELB improved by 0.38308

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420
ELB improved by 0.400331

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.581
ELB improved by 0.418805

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.151
ELB improved by 0.429739

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.72
ELB improved by 0.431182

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.293
ELB improved by 0.427046

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.872
ELB improved by 0.420536

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.46
ELB improved by 0.412545

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.057
ELB improved by 0.403237

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.664
ELB improved by 0.392915

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.282
ELB improved by 0.382088

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.91
ELB improved by 0.37138

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.549
ELB improved by 0.36154

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.195
ELB improved by 0.353656

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.845
ELB improved by 0.349729

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.491
ELB improved by 0.354078

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.115
ELB improved by 0.37654

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.678
ELB improved by 0.436844

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.128
ELB improved by 0.550078

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.476
ELB improved by 0.651642

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.836
ELB improved by 0.640181

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.269
ELB improved by 0.566534

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.774
ELB improved by 0.495442

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.34
ELB improved by 0.433736

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.963
ELB improved by 0.377674

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.637
ELB improved by 0.325956

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.358
ELB improved by 0.278114

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.125
ELB improved by 0.233297

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.934
ELB improved by 0.191033

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.782
ELB improved by 0.152247

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.663
ELB improved by 0.118844

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.571
ELB improved by 0.0921752

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.499
ELB improved by 0.0721838

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.441
ELB improved by 0.0577376

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.394
ELB improved by 0.0473875

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.354
ELB improved by 0.0398722

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.319
ELB improved by 0.034274

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.289
ELB improved by 0.0299791

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.263
ELB improved by 0.0265811

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.239
ELB improved by 0.0237989

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.218
ELB improved by 0.0214279

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.198
ELB improved by 0.0193208

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.181
ELB improved by 0.017384

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.165
ELB improved by 0.0155735

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.151
ELB improved by 0.0138836

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.139
ELB improved by 0.0123299

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.128
ELB improved by 0.0109318

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.119
ELB improved by 0.00970147

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.249   0.207   2.444 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0530.0210.074
getPIPs0.0500.0130.063
graper0.0770.0230.100
makeExampleData0.0090.0020.011
makeExampleDataWithUnequalGroups0.0110.0020.013
plotELBO0.3120.0260.338
plotGroupPenalties1.0590.0581.116
plotPosterior0.6180.0190.638
predict.graper2.0590.0652.124
print.graper0.0480.0130.061