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This page was generated on 2026-02-17 11:32 -0500 (Tue, 17 Feb 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_64R Under development (unstable) (2026-01-15 r89304) -- "Unsuffered Consequences" 4865
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 926/2352HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.27.0  (landing page)
Britta Velten
Snapshot Date: 2026-02-16 13:40 -0500 (Mon, 16 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: 2026-02-17 00:24:23 -0500 (Tue, 17 Feb 2026)
EndedAt: 2026-02-17 00:25:54 -0500 (Tue, 17 Feb 2026)
EllapsedTime: 91.2 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=-849.023
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-564.124
ELB improved by 284.9

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-501.187
ELB improved by 62.9365

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.532
ELB improved by 40.6551

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.947
ELB improved by 17.5856

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.39
ELB improved by 7.55701

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.716
ELB improved by 4.67348

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.004
ELB improved by 3.71205

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.56
ELB improved by 3.44443

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.102
ELB improved by 3.45731

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.533
ELB improved by 3.56895

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.887
ELB improved by 3.64611

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.328
ELB improved by 3.55961

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.103
ELB improved by 3.22451

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.45
ELB improved by 2.65261

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.479
ELB improved by 1.97171

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.106
ELB improved by 1.373

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.153
ELB improved by 0.953203

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.462
ELB improved by 0.690083

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.933
ELB improved by 0.529267

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.503
ELB improved by 0.429801

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.136
ELB improved by 0.366996

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.809
ELB improved by 0.327009

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.507
ELB improved by 0.302362

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.219
ELB improved by 0.288409

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.937
ELB improved by 0.281731

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.657
ELB improved by 0.279797

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.376
ELB improved by 0.280809

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.093
ELB improved by 0.283487

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.806
ELB improved by 0.28688

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.516
ELB improved by 0.290235

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.223
ELB improved by 0.292945

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.928
ELB improved by 0.29453

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.634
ELB improved by 0.294653

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.34
ELB improved by 0.293138

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.05
ELB improved by 0.289995

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.765
ELB improved by 0.285429

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.485
ELB improved by 0.27983

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.211
ELB improved by 0.273772

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.943
ELB improved by 0.268021

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.68
ELB improved by 0.263604

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.418
ELB improved by 0.261985

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.152
ELB improved by 0.265371

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.875
ELB improved by 0.277061

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.574
ELB improved by 0.301037

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.236
ELB improved by 0.338279

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.857
ELB improved by 0.378628

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.455
ELB improved by 0.402622

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.05
ELB improved by 0.404817

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.653
ELB improved by 0.397046

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.265
ELB improved by 0.387677

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.888
ELB improved by 0.377611

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.522
ELB improved by 0.36532

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.173
ELB improved by 0.349333

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.844
ELB improved by 0.329385

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.536
ELB improved by 0.307458

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.248
ELB improved by 0.288233

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.97
ELB improved by 0.277947

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.689
ELB improved by 0.280496

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.399
ELB improved by 0.290151

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.11
ELB improved by 0.289373

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.843
ELB improved by 0.267253

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.606
ELB improved by 0.236698

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.388
ELB improved by 0.218293

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.164
ELB improved by 0.223198

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.915
ELB improved by 0.249848

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.643
ELB improved by 0.271909

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.394
ELB improved by 0.248898

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.208
ELB improved by 0.185867

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.084
ELB improved by 0.123958

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.001
ELB improved by 0.0828535

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.94
ELB improved by 0.0606799

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.89
ELB improved by 0.0508846

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.841
ELB improved by 0.0482209

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.792
ELB improved by 0.0488679

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.743
ELB improved by 0.0492705

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.697
ELB improved by 0.0461679

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.658
ELB improved by 0.0386006

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.629
ELB improved by 0.0289847

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.609
ELB improved by 0.020565

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.594
ELB improved by 0.0146913

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.583
ELB improved by 0.0110181

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.574
ELB improved by 0.00877281

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-867.775
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-596.891
ELB improved by 270.884

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-540.501
ELB improved by 56.3908

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-495.948
ELB improved by 44.5522

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-473.279
ELB improved by 22.6699

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.634
ELB improved by 8.64441

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.628
ELB improved by 4.00621

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.673
ELB improved by 2.95508

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.976
ELB improved by 2.69712

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.329
ELB improved by 2.64652

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.679
ELB improved by 2.64988

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.016
ELB improved by 2.66297

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.35
ELB improved by 2.66689

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.729
ELB improved by 2.62076

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.285
ELB improved by 2.44388

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.2
ELB improved by 2.08513

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.576
ELB improved by 1.62353

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.375
ELB improved by 1.2015

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.485
ELB improved by 0.890095

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.802
ELB improved by 0.682722

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.251
ELB improved by 0.551121

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.779
ELB improved by 0.471496

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.353
ELB improved by 0.425917

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.953
ELB improved by 0.400819

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.566
ELB improved by 0.38665

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.189
ELB improved by 0.377226

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.82
ELB improved by 0.368834

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.46
ELB improved by 0.359496

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.112
ELB improved by 0.348502

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.776
ELB improved by 0.336053

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.453
ELB improved by 0.322949

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.143
ELB improved by 0.310276

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.843
ELB improved by 0.299169

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.553
ELB improved by 0.290667

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.267
ELB improved by 0.285709

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.982
ELB improved by 0.285228

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.691
ELB improved by 0.290357

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.389
ELB improved by 0.302723

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.064
ELB improved by 0.32487

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.703
ELB improved by 0.36077

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.287
ELB improved by 0.416103

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.79
ELB improved by 0.496998

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.187
ELB improved by 0.603126

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.481
ELB improved by 0.705834

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.747
ELB improved by 0.733765

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.086
ELB improved by 0.661008

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.535
ELB improved by 0.551007

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.086
ELB improved by 0.449154

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.723
ELB improved by 0.363103

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.432
ELB improved by 0.291206

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.2
ELB improved by 0.231777

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.016
ELB improved by 0.183769

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.87
ELB improved by 0.14611

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.753
ELB improved by 0.117289

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.657
ELB improved by 0.0954986

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.578
ELB improved by 0.0789706

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.512
ELB improved by 0.0662146

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.456
ELB improved by 0.056098

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.408
ELB improved by 0.0478314

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.367
ELB improved by 0.0409097

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.332
ELB improved by 0.035036

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.302
ELB improved by 0.0300421

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.276
ELB improved by 0.0258225

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.254
ELB improved by 0.0222905

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.235
ELB improved by 0.0193597

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.218
ELB improved by 0.0169413

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.203
ELB improved by 0.0149496

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.19
ELB improved by 0.0133067

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.178
ELB improved by 0.0119455

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.167
ELB improved by 0.0108106

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.157
ELB improved by 0.00985703

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-889.808
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-578.354
ELB improved by 311.454

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-514.568
ELB improved by 63.7866

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-474.404
ELB improved by 40.1637

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.804
ELB improved by 17.6002

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.662
ELB improved by 7.14179

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.362
ELB improved by 4.29997

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.081
ELB improved by 3.28063

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.131
ELB improved by 2.95069

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.176
ELB improved by 2.95435

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.041
ELB improved by 3.13538

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.615
ELB improved by 3.42596

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.888
ELB improved by 3.7272

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.057
ELB improved by 3.8308

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.554
ELB improved by 3.50246

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.794
ELB improved by 2.76099

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.854
ELB improved by 1.93986

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.53
ELB improved by 1.32321

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.584
ELB improved by 0.946185

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.854
ELB improved by 0.730333

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.248
ELB improved by 0.606373

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.714
ELB improved by 0.533147

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.226
ELB improved by 0.488066

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.766
ELB improved by 0.459891

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.322
ELB improved by 0.444293

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.882
ELB improved by 0.440403

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.435
ELB improved by 0.446675

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.979
ELB improved by 0.455757

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.524
ELB improved by 0.455182

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.085
ELB improved by 0.439494

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.669
ELB improved by 0.415135

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.28
ELB improved by 0.389725

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.913
ELB improved by 0.36629

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.568
ELB improved by 0.345163

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.242
ELB improved by 0.325858

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.935
ELB improved by 0.307688

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.645
ELB improved by 0.289947

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.373
ELB improved by 0.272023

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.119
ELB improved by 0.253476

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.885
ELB improved by 0.234102

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.671
ELB improved by 0.213948

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.478
ELB improved by 0.193287

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.305
ELB improved by 0.172556

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.153
ELB improved by 0.152276

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.02
ELB improved by 0.132956

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.905
ELB improved by 0.11503

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.806
ELB improved by 0.0988045

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.722
ELB improved by 0.0844504

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.65
ELB improved by 0.0720097

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.588
ELB improved by 0.0614227

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.536
ELB improved by 0.0525612

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.491
ELB improved by 0.045259

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.451
ELB improved by 0.039337

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.417
ELB improved by 0.0346205

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.386
ELB improved by 0.0309475

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.358
ELB improved by 0.0281692

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.331
ELB improved by 0.0261438

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.307
ELB improved by 0.0247257

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.283
ELB improved by 0.0237535

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.26
ELB improved by 0.0230449

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.238
ELB improved by 0.0224068

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.216
ELB improved by 0.0216646

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.195
ELB improved by 0.0207019

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.176
ELB improved by 0.0194878

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.158
ELB improved by 0.0180725

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.141
ELB improved by 0.0165522

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.126
ELB improved by 0.0150273

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.112
ELB improved by 0.0135746

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.1
ELB improved by 0.0122395

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.089
ELB improved by 0.0110408

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.079
ELB improved by 0.0099796

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-906.291
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-575.569
ELB improved by 330.723

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-514.965
ELB improved by 60.6038

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-481.622
ELB improved by 33.3433

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-467.343
ELB improved by 14.2782

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.852
ELB improved by 6.49188

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.399
ELB improved by 4.45279

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.292
ELB improved by 4.10661

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.089
ELB improved by 4.2033

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.731
ELB improved by 4.35832

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.407
ELB improved by 4.32316

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.429
ELB improved by 3.97866

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.023
ELB improved by 3.4056

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.303
ELB improved by 2.72034

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.253
ELB improved by 2.04943

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.749
ELB improved by 1.50435

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.667
ELB improved by 1.08235

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.891
ELB improved by 0.775691

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.315
ELB improved by 0.576457

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.862
ELB improved by 0.452137

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.492
ELB improved by 0.370647

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.18
ELB improved by 0.311857

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.915
ELB improved by 0.264794

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.691
ELB improved by 0.224385

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.501
ELB improved by 0.189406

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.341
ELB improved by 0.160263

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.204
ELB improved by 0.137092

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.085
ELB improved by 0.119154

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.98
ELB improved by 0.105255

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.885
ELB improved by 0.0942615

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.8
ELB improved by 0.0853284

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.722
ELB improved by 0.0778889

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.65
ELB improved by 0.0715735

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.584
ELB improved by 0.0661359

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.523
ELB improved by 0.0614036

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.466
ELB improved by 0.0572495

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.412
ELB improved by 0.053576

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.362
ELB improved by 0.0503056

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.314
ELB improved by 0.0473754

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.27
ELB improved by 0.044734

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.227
ELB improved by 0.0423382

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.187
ELB improved by 0.0401522

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.149
ELB improved by 0.0381456

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.113
ELB improved by 0.036293

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.078
ELB improved by 0.0345728

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.045
ELB improved by 0.0329667

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.014
ELB improved by 0.0314595

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.984
ELB improved by 0.0300381

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.955
ELB improved by 0.028692

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.928
ELB improved by 0.027412

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.901
ELB improved by 0.0261909

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.876
ELB improved by 0.0250227

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.853
ELB improved by 0.0239026

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.83
ELB improved by 0.0228267

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.808
ELB improved by 0.0217922

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.787
ELB improved by 0.0207966

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.767
ELB improved by 0.0198383

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.748
ELB improved by 0.0189161

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.73
ELB improved by 0.0180288

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.713
ELB improved by 0.017176

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.697
ELB improved by 0.0163569

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.681
ELB improved by 0.0155713

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.666
ELB improved by 0.0148187

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.652
ELB improved by 0.0140987

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.639
ELB improved by 0.0134109

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.626
ELB improved by 0.0127549

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.614
ELB improved by 0.01213

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.602
ELB improved by 0.0115356

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.591
ELB improved by 0.010971

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.581
ELB improved by 0.0104354

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.571
ELB improved by 0.00992798

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.343   0.202   2.532 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0500.0170.067
getPIPs0.0520.0110.063
graper0.0870.0150.101
makeExampleData0.0090.0010.011
makeExampleDataWithUnequalGroups0.0100.0020.013
plotELBO0.3360.0240.361
plotGroupPenalties1.1140.0581.172
plotPosterior0.6450.0160.660
predict.graper2.0590.0722.130
print.graper0.0480.0130.062