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This page was generated on 2026-02-24 11:32 -0500 (Tue, 24 Feb 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_64R Under development (unstable) (2026-01-15 r89304) -- "Unsuffered Consequences" 4872
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 926/2354HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.27.0  (landing page)
Britta Velten
Snapshot Date: 2026-02-23 13:40 -0500 (Mon, 23 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: 2026-02-24 00:20:49 -0500 (Tue, 24 Feb 2026)
EndedAt: 2026-02-24 00:22:20 -0500 (Tue, 24 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=-858.478
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-557.269
ELB improved by 301.209

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-498.492
ELB improved by 58.7766

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-463.189
ELB improved by 35.3031

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.356
ELB improved by 15.8334

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.288
ELB improved by 7.06779

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.881
ELB improved by 4.40727

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.189
ELB improved by 3.69156

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.737
ELB improved by 3.45255

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.337
ELB improved by 3.39973

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.906
ELB improved by 3.43139

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.457
ELB improved by 3.44886

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.152
ELB improved by 3.30444

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.282
ELB improved by 2.87017

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.088
ELB improved by 2.19447

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.588
ELB improved by 1.49929

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.621
ELB improved by 0.967838

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.99
ELB improved by 0.630843

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.555
ELB improved by 0.434319

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.235
ELB improved by 0.320083

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.985
ELB improved by 0.250516

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.78
ELB improved by 0.205163

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.606
ELB improved by 0.173463

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.456
ELB improved by 0.14994

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.325
ELB improved by 0.131669

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.208
ELB improved by 0.117007

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.103
ELB improved by 0.104976

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.008
ELB improved by 0.0949504

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.921
ELB improved by 0.0864983

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.842
ELB improved by 0.0793071

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.769
ELB improved by 0.0731405

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.701
ELB improved by 0.0678156

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.638
ELB improved by 0.0631887

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.579
ELB improved by 0.0591452

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.523
ELB improved by 0.055593

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.47
ELB improved by 0.0524571

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.421
ELB improved by 0.0496759

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.374
ELB improved by 0.0471986

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.329
ELB improved by 0.0449823

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.286
ELB improved by 0.0429915

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.244
ELB improved by 0.0411959

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.205
ELB improved by 0.0395698

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.167
ELB improved by 0.0380916

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.13
ELB improved by 0.036743

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.095
ELB improved by 0.0355085

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.06
ELB improved by 0.034375

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.027
ELB improved by 0.0333318

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.994
ELB improved by 0.0323701

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.963
ELB improved by 0.0314828

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.932
ELB improved by 0.0306646

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.902
ELB improved by 0.0299115

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.873
ELB improved by 0.0292207

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.845
ELB improved by 0.0285911

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.817
ELB improved by 0.0280223

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.789
ELB improved by 0.0275153

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.762
ELB improved by 0.0270718

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.735
ELB improved by 0.0266949

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.709
ELB improved by 0.0263885

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.683
ELB improved by 0.0261573

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.657
ELB improved by 0.0260073

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.631
ELB improved by 0.0259452

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.605
ELB improved by 0.0259788

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.579
ELB improved by 0.0261168

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.552
ELB improved by 0.0263688

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.526
ELB improved by 0.0267452

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.498
ELB improved by 0.0272573

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.47
ELB improved by 0.0279166

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.442
ELB improved by 0.0287355

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.412
ELB improved by 0.0297271

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.381
ELB improved by 0.0309058

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.349
ELB improved by 0.0322889

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.315
ELB improved by 0.0338983

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.279
ELB improved by 0.0357639

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.241
ELB improved by 0.0379275

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.201
ELB improved by 0.0404471

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.157
ELB improved by 0.0434026

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.11
ELB improved by 0.0469008

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.059
ELB improved by 0.0510824

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.003
ELB improved by 0.0561292

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.941
ELB improved by 0.0622763

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.871
ELB improved by 0.069828

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.792
ELB improved by 0.0791816

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.701
ELB improved by 0.0908626

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.595
ELB improved by 0.105577

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.471
ELB improved by 0.124292

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.323
ELB improved by 0.148364

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.143
ELB improved by 0.179743

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.922
ELB improved by 0.221268

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.645
ELB improved by 0.276917

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.294
ELB improved by 0.35133

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.847
ELB improved by 0.446581

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.292
ELB improved by 0.554701

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.638
ELB improved by 0.654387

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.913
ELB improved by 0.725328

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.153
ELB improved by 0.760045

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.396
ELB improved by 0.75686

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.678
ELB improved by 0.71724

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.035
ELB improved by 0.643828

iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.494
ELB improved by 0.54061

iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.07
ELB improved by 0.423682

iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.755
ELB improved by 0.31504

iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.529
ELB improved by 0.226699

iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.368
ELB improved by 0.160283

iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.256
ELB improved by 0.112594

iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.176
ELB improved by 0.0791717

iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.121
ELB improved by 0.0559771

iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.081
ELB improved by 0.0399012

iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.052
ELB improved by 0.0287231

iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.031
ELB improved by 0.0209077

iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.016
ELB improved by 0.0154069

iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.004
ELB improved by 0.0115072

iteration 112
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.995
ELB improved by 0.00872202

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-893.154
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-571.716
ELB improved by 321.438

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-511.937
ELB improved by 59.7793

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-476.481
ELB improved by 35.456

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-463.8
ELB improved by 12.6809

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.979
ELB improved by 4.82101

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.846
ELB improved by 3.13282

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.216
ELB improved by 2.63029

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.713
ELB improved by 2.503

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.142
ELB improved by 2.57071

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.365
ELB improved by 2.7768

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.269
ELB improved by 3.09623

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.801
ELB improved by 3.46805

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.073
ELB improved by 3.72798

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.443
ELB improved by 3.63018

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.379
ELB improved by 3.06386

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.132
ELB improved by 2.24712

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.596
ELB improved by 1.53555

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.509
ELB improved by 1.08677

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.658
ELB improved by 0.85156

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.915
ELB improved by 0.742402

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.208
ELB improved by 0.70732

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.481
ELB improved by 0.727003

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.684
ELB improved by 0.797474

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.785
ELB improved by 0.89894

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.821
ELB improved by 0.963156

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.875
ELB improved by 0.946096

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.99
ELB improved by 0.885135

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.178
ELB improved by 0.811802

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.442
ELB improved by 0.736928

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.773
ELB improved by 0.668042

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.163
ELB improved by 0.610982

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.591
ELB improved by 0.571017

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.035
ELB improved by 0.556691

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.447
ELB improved by 0.587375

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.749
ELB improved by 0.698014

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.886
ELB improved by 0.86316

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.024
ELB improved by 0.862667

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.336
ELB improved by 0.687372

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.81
ELB improved by 0.525944

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.402
ELB improved by 0.407795

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.081
ELB improved by 0.321056

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.823
ELB improved by 0.25845

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.609
ELB improved by 0.214369

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.425
ELB improved by 0.183753

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.263
ELB improved by 0.162024

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.118
ELB improved by 0.145158

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.987
ELB improved by 0.130173

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.872
ELB improved by 0.115722

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.77
ELB improved by 0.101993

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.68
ELB improved by 0.0898484

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.6
ELB improved by 0.0800762

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.527
ELB improved by 0.0731725

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.457
ELB improved by 0.0694648

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.388
ELB improved by 0.0692675

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.315
ELB improved by 0.0728101

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.236
ELB improved by 0.0795736

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.149
ELB improved by 0.0868883

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.059
ELB improved by 0.0894467

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.976
ELB improved by 0.0832005

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.905
ELB improved by 0.0708335

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.846
ELB improved by 0.0595216

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.791
ELB improved by 0.0545469

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.733
ELB improved by 0.0582468

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.661
ELB improved by 0.071742

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.569
ELB improved by 0.0926293

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.461
ELB improved by 0.107382

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.364
ELB improved by 0.097379

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.296
ELB improved by 0.0678904

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.255
ELB improved by 0.0409399

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.23
ELB improved by 0.0247876

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.214
ELB improved by 0.0164675

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.201
ELB improved by 0.0122364

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.191
ELB improved by 0.00996941

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-857.917
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-594.768
ELB improved by 263.149

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-532.637
ELB improved by 62.1316

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-487.936
ELB improved by 44.7002

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-465.104
ELB improved by 22.8321

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.219
ELB improved by 9.88522

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.96
ELB improved by 5.25875

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.848
ELB improved by 4.11192

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.111
ELB improved by 3.73695

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.561
ELB improved by 3.55074

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.16
ELB improved by 3.4006

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.964
ELB improved by 3.19658

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.105
ELB improved by 2.8583

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.717
ELB improved by 2.38858

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.852
ELB improved by 1.86488

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.481
ELB improved by 1.37063

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.515
ELB improved by 0.965655

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.841
ELB improved by 0.674052

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.358
ELB improved by 0.482952

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.996
ELB improved by 0.362204

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.712
ELB improved by 0.284547

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.48
ELB improved by 0.232076

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.285
ELB improved by 0.194512

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.119
ELB improved by 0.166189

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.975
ELB improved by 0.143948

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.849
ELB improved by 0.125953

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.738
ELB improved by 0.111079

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.639
ELB improved by 0.098589

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.551
ELB improved by 0.0879778

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.473
ELB improved by 0.0788784

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.401
ELB improved by 0.071016

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.337
ELB improved by 0.0641786

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.279
ELB improved by 0.0581988

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.226
ELB improved by 0.052943

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.178
ELB improved by 0.0483025

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.134
ELB improved by 0.0441885

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.093
ELB improved by 0.0405275

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.056
ELB improved by 0.0372583

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.022
ELB improved by 0.0343298

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.99
ELB improved by 0.0316987

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.961
ELB improved by 0.0293284

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.933
ELB improved by 0.0271877

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.908
ELB improved by 0.0252498

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.885
ELB improved by 0.0234917

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.863
ELB improved by 0.0218935

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.842
ELB improved by 0.0204379

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.823
ELB improved by 0.0191098

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.805
ELB improved by 0.0178962

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.788
ELB improved by 0.0167854

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.773
ELB improved by 0.0157673

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.758
ELB improved by 0.0148329

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.744
ELB improved by 0.0139742

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.731
ELB improved by 0.0131842

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.718
ELB improved by 0.0124566

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.706
ELB improved by 0.0117857

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.695
ELB improved by 0.0111665

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.685
ELB improved by 0.0105946

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.675
ELB improved by 0.0100658

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.665
ELB improved by 0.00957654

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-853.386
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-566.53
ELB improved by 286.855

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-505.083
ELB improved by 61.4477

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-465.786
ELB improved by 39.2966

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.665
ELB improved by 17.1209

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.405
ELB improved by 7.25993

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.885
ELB improved by 4.52029

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.084
ELB improved by 3.80077

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.396
ELB improved by 3.68798

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.57
ELB improved by 3.82572

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.574
ELB improved by 3.99618

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.548
ELB improved by 4.0261

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.748
ELB improved by 3.79969

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.423
ELB improved by 3.32529

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.734
ELB improved by 2.68859

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.773
ELB improved by 1.96105

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.411
ELB improved by 1.36234

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.418
ELB improved by 0.993502

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.642
ELB improved by 0.775155

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.008
ELB improved by 0.634832

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.466
ELB improved by 0.541415

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.986
ELB improved by 0.479787

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.547
ELB improved by 0.439316

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.135
ELB improved by 0.412336

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.741
ELB improved by 0.394128

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.358
ELB improved by 0.382588

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.98
ELB improved by 0.377906

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.597
ELB improved by 0.382907

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.193
ELB improved by 0.404616

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.735
ELB improved by 0.457138

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.176
ELB improved by 0.55925

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.477
ELB improved by 0.699471

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.673
ELB improved by 0.803802

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.805
ELB improved by 0.867869

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.824
ELB improved by 0.98087

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.667
ELB improved by 1.15747

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.333
ELB improved by 1.3333

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.831
ELB improved by 1.5022

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.128
ELB improved by 1.70333

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.257
ELB improved by 1.87073

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.516
ELB improved by 1.74135

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.188
ELB improved by 1.32782

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.261
ELB improved by 0.9275

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.618
ELB improved by 0.642149

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.165
ELB improved by 0.453093

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.841
ELB improved by 0.324706

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.607
ELB improved by 0.233995

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.437
ELB improved by 0.169596

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.312
ELB improved by 0.124539

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.219
ELB improved by 0.0932379

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.148
ELB improved by 0.0713294

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.092
ELB improved by 0.055733

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.048
ELB improved by 0.0444087

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.012
ELB improved by 0.0360318

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.982
ELB improved by 0.0297344

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.957
ELB improved by 0.0249342

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.936
ELB improved by 0.0212303

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.917
ELB improved by 0.018341

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.901
ELB improved by 0.0160646

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.887
ELB improved by 0.0142553

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.874
ELB improved by 0.0128066

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.863
ELB improved by 0.0116397

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.852
ELB improved by 0.010696

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.842
ELB improved by 0.00993101

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.464   0.214   2.664 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0470.0180.066
getPIPs0.0430.0180.061
graper0.0810.0190.101
makeExampleData0.0090.0020.011
makeExampleDataWithUnequalGroups0.0100.0030.012
plotELBO0.3260.0210.347
plotGroupPenalties1.0990.0481.148
plotPosterior0.6390.0200.660
predict.graper2.0500.0792.129
print.graper0.0490.0150.064