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This page was generated on 2026-04-08 11:57 -0400 (Wed, 08 Apr 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.3 LTS)x86_644.5.2 (2025-10-31) -- "[Not] Part in a Rumble" 4897
Click on any hostname to see more info about the system (e.g. compilers)      (*) as reported by 'uname -p', except on Windows and Mac OS X

Package 922/2361HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.26.0  (landing page)
Britta Velten
Snapshot Date: 2026-04-07 13:45 -0400 (Tue, 07 Apr 2026)
git_url: https://git.bioconductor.org/packages/graper
git_branch: RELEASE_3_22
git_last_commit: 76fc31b
git_last_commit_date: 2025-10-29 10:49:21 -0400 (Wed, 29 Oct 2025)
nebbiolo2Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
See other builds for graper in R Universe.


CHECK results for graper on nebbiolo2

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

raw results


Summary

Package: graper
Version: 1.26.0
Command: /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.22-bioc/R/site-library --timings graper_1.26.0.tar.gz
StartedAt: 2026-04-08 00:07:21 -0400 (Wed, 08 Apr 2026)
EndedAt: 2026-04-08 00:08:52 -0400 (Wed, 08 Apr 2026)
EllapsedTime: 91.1 seconds
RetCode: 0
Status:   OK  
CheckDir: graper.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.22-bioc/R/site-library --timings graper_1.26.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/home/biocbuild/bbs-3.22-bioc/meat/graper.Rcheck’
* using R version 4.5.2 (2025-10-31)
* using platform: x86_64-pc-linux-gnu
* R was compiled by
    gcc (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0
    GNU Fortran (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0
* running under: Ubuntu 24.04.4 LTS
* using session charset: UTF-8
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.26.0’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘graper’ can be installed ... OK
* used C++ compiler: ‘g++ (Ubuntu 13.3.0-6ubuntu2~24.04.1) 13.3.0’
* checking installed package size ... INFO
  installed size is  6.1Mb
  sub-directories of 1Mb or more:
    libs   6.0Mb
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking code files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking loading without being on the library search path ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... NOTE
checkRd: (-1) predict.graper.Rd:19-21: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:23-24: Lost braces in \itemize; meant \describe ?
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... NOTE
Note: information on .o files is not available
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
  Running ‘testthat.R’
 OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking re-building of vignette outputs ... OK
* checking PDF version of manual ... OK
* DONE

Status: 2 NOTEs
See
  ‘/home/biocbuild/bbs-3.22-bioc/meat/graper.Rcheck/00check.log’
for details.


Installation output

graper.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD INSTALL graper
###
##############################################################################
##############################################################################


* installing to library ‘/home/biocbuild/bbs-3.22-bioc/R/site-library’
* installing *source* package ‘graper’ ...
** this is package ‘graper’ version ‘1.26.0’
** using staged installation
** libs
using C++ compiler: ‘g++ (Ubuntu 13.3.0-6ubuntu2~24.04.1) 13.3.0’
g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.22-bioc/R/include" -DNDEBUG  -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/BH/include' -I/usr/local/include    -fpic  -g -O2  -Wall -Werror=format-security  -c RcppExports.cpp -o RcppExports.o
g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.22-bioc/R/include" -DNDEBUG  -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/BH/include' -I/usr/local/include    -fpic  -g -O2  -Wall -Werror=format-security  -c fit_graper.cpp -o fit_graper.o
g++ -std=gnu++17 -shared -L/home/biocbuild/bbs-3.22-bioc/R/lib -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -llapack -L/home/biocbuild/bbs-3.22-bioc/R/lib -lRblas -lgfortran -lm -lquadmath -L/home/biocbuild/bbs-3.22-bioc/R/lib -lR
installing to /home/biocbuild/bbs-3.22-bioc/R/site-library/00LOCK-graper/00new/graper/libs
** R
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
** checking absolute paths in shared objects and dynamic libraries
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (graper)

Tests output

graper.Rcheck/tests/testthat.Rout


R version 4.5.2 (2025-10-31) -- "[Not] Part in a Rumble"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu

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

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

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

> library(testthat)
> library(graper)
> 
> test_check("graper")
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-836.771
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-572.781
ELB improved by 263.99

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-510.981
ELB improved by 61.8005

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-470.753
ELB improved by 40.2283

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.404
ELB improved by 19.3487

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.166
ELB improved by 9.23759

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.021
ELB improved by 6.14522

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.08
ELB improved by 5.94129

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.465
ELB improved by 6.61533

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.301
ELB improved by 7.16396

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.509
ELB improved by 6.79163

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.033
ELB improved by 5.47582

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.09
ELB improved by 3.94297

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.362
ELB improved by 2.72857

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.425
ELB improved by 1.9369

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.939
ELB improved by 1.48591

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.769
ELB improved by 1.16955

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.933
ELB improved by 0.836677

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.361
ELB improved by 0.571411

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.952
ELB improved by 0.409228

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.64
ELB improved by 0.31149

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.393
ELB improved by 0.24729

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.192
ELB improved by 0.201616

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.024
ELB improved by 0.16745

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.883
ELB improved by 0.141103

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.763
ELB improved by 0.120362

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.659
ELB improved by 0.103768

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.569
ELB improved by 0.090309

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.489
ELB improved by 0.0792536

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.419
ELB improved by 0.0700628

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.357
ELB improved by 0.0623304

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.301
ELB improved by 0.0557448

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.251
ELB improved by 0.0500652

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.206
ELB improved by 0.045105

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.165
ELB improved by 0.0407221

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.128
ELB improved by 0.0368118

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.095
ELB improved by 0.0333008

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.065
ELB improved by 0.0301404

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.038
ELB improved by 0.0272991

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.013
ELB improved by 0.0247547

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.99
ELB improved by 0.0224883

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.97
ELB improved by 0.0204799

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.951
ELB improved by 0.018707

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.934
ELB improved by 0.017145

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.918
ELB improved by 0.0157688

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.904
ELB improved by 0.0145543

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.89
ELB improved by 0.0134794

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.878
ELB improved by 0.0125245

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.866
ELB improved by 0.0116732

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.855
ELB improved by 0.0109113

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.845
ELB improved by 0.0102273

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.835
ELB improved by 0.00961131

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-907.566
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-588.586
ELB improved by 318.979

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-526.509
ELB improved by 62.0775

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-488.604
ELB improved by 37.9047

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-472.282
ELB improved by 16.3218

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-465.103
ELB improved by 7.17947

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.15
ELB improved by 4.95266

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.822
ELB improved by 4.32861

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.663
ELB improved by 4.15907

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.651
ELB improved by 4.01111

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.023
ELB improved by 3.62807

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.039
ELB improved by 2.98474

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.778
ELB improved by 2.26046

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.132
ELB improved by 1.6463

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.921
ELB improved by 1.21068

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.991
ELB improved by 0.929896

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.235
ELB improved by 0.756706

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.587
ELB improved by 0.648017

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.017
ELB improved by 0.569193

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.516
ELB improved by 0.50157

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.072
ELB improved by 0.443949

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.672
ELB improved by 0.399603

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.305
ELB improved by 0.367758

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.959
ELB improved by 0.345074

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.631
ELB improved by 0.328418

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.315
ELB improved by 0.315729

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.009
ELB improved by 0.305911

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.711
ELB improved by 0.298609

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.417
ELB improved by 0.294097

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.123
ELB improved by 0.293326

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.825
ELB improved by 0.298132

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.514
ELB improved by 0.311628

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.175
ELB improved by 0.338722

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.789
ELB improved by 0.385998

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.332
ELB improved by 0.457385

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.793
ELB improved by 0.538421

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.206
ELB improved by 0.587415

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.621
ELB improved by 0.584413

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.066
ELB improved by 0.55513

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.546
ELB improved by 0.519937

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.065
ELB improved by 0.481685

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.625
ELB improved by 0.43906

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.234
ELB improved by 0.391921

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.892
ELB improved by 0.341835

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.6
ELB improved by 0.291503

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.356
ELB improved by 0.243851

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.155
ELB improved by 0.20119

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.99
ELB improved by 0.164782

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.856
ELB improved by 0.134843

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.745
ELB improved by 0.110849

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.653
ELB improved by 0.0918976

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.576
ELB improved by 0.0770027

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.511
ELB improved by 0.0652672

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.455
ELB improved by 0.0559543

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.406
ELB improved by 0.0484946

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.364
ELB improved by 0.0424635

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.326
ELB improved by 0.0375498

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.293
ELB improved by 0.0335285

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.262
ELB improved by 0.0302399

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.235
ELB improved by 0.0275772

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.209
ELB improved by 0.0254822

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.185
ELB improved by 0.0239507

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.162
ELB improved by 0.0230551

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.139
ELB improved by 0.0229981

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.115
ELB improved by 0.0242346

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.087
ELB improved by 0.0277503

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.052
ELB improved by 0.0356776

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.999
ELB improved by 0.0524869

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.913
ELB improved by 0.0861219

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.769
ELB improved by 0.143635

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.556
ELB improved by 0.212965

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.298
ELB improved by 0.258121

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.05
ELB improved by 0.248684

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.863
ELB improved by 0.186768

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.741
ELB improved by 0.122018

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.656
ELB improved by 0.0843779

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.588
ELB improved by 0.0682247

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.524
ELB improved by 0.0637969

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.458
ELB improved by 0.0660537

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.386
ELB improved by 0.0723411

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.307
ELB improved by 0.0794285

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.224
ELB improved by 0.0820883

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.149
ELB improved by 0.0757498

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.087
ELB improved by 0.0617301

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.041
ELB improved by 0.0463351

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.006
ELB improved by 0.0343308

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.98
ELB improved by 0.0265964

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.958
ELB improved by 0.0221625

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.938
ELB improved by 0.0199884

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.918
ELB improved by 0.0194878

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.898
ELB improved by 0.0205601

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.874
ELB improved by 0.0236365

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.844
ELB improved by 0.0299607

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.802
ELB improved by 0.0423008

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.735
ELB improved by 0.0661419

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.626
ELB improved by 0.109518

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.453
ELB improved by 0.172989

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.226
ELB improved by 0.227439

iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.993
ELB improved by 0.232185

iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.802
ELB improved by 0.190853

iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.666
ELB improved by 0.136391

iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.574
ELB improved by 0.0922088

iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.51
ELB improved by 0.0634148

iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.465
ELB improved by 0.045906

iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.43
ELB improved by 0.0348899

iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.402
ELB improved by 0.027295

iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.381
ELB improved by 0.021536

iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.364
ELB improved by 0.0169147

iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.351
ELB improved by 0.013168

iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.341
ELB improved by 0.0101902

iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.333
ELB improved by 0.00789757

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-870.922
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-590.102
ELB improved by 280.82

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-529.376
ELB improved by 60.7265

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-484.233
ELB improved by 45.1423

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.044
ELB improved by 23.1894

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.589
ELB improved by 10.4545

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.362
ELB improved by 6.22706

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.073
ELB improved by 5.28954

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.64
ELB improved by 5.4328

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.775
ELB improved by 5.86481

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.901
ELB improved by 5.87468

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.915
ELB improved by 4.98514

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.409
ELB improved by 3.50621

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.24
ELB improved by 2.16948

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.935
ELB improved by 1.30523

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.108
ELB improved by 0.826089

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.542
ELB improved by 0.566203

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.125
ELB improved by 0.417229

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.8
ELB improved by 0.324599

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.538
ELB improved by 0.262477

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.32
ELB improved by 0.218234

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.134
ELB improved by 0.185241

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.975
ELB improved by 0.15975

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.835
ELB improved by 0.139502

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.712
ELB improved by 0.123061

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.603
ELB improved by 0.109474

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.505
ELB improved by 0.0980832

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.416
ELB improved by 0.0884194

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.336
ELB improved by 0.0801384

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.263
ELB improved by 0.0729814

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.196
ELB improved by 0.0667497

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.135
ELB improved by 0.0612879

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.079
ELB improved by 0.0564729

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.026
ELB improved by 0.0522058

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.978
ELB improved by 0.048406

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.933
ELB improved by 0.0450078

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.891
ELB improved by 0.0419566

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.852
ELB improved by 0.0392071

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.815
ELB improved by 0.0367212

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.781
ELB improved by 0.034467

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.748
ELB improved by 0.0324174

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.718
ELB improved by 0.0305493

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.689
ELB improved by 0.0288434

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.661
ELB improved by 0.0272828

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.636
ELB improved by 0.0258535

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.611
ELB improved by 0.0245434

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.588
ELB improved by 0.0233426

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.565
ELB improved by 0.0222425

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.544
ELB improved by 0.0212365

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.524
ELB improved by 0.0203192

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.504
ELB improved by 0.0194871

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.486
ELB improved by 0.0187379

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.468
ELB improved by 0.0180713

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.45
ELB improved by 0.0174885

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.433
ELB improved by 0.0169933

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.417
ELB improved by 0.0165916

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.4
ELB improved by 0.0162921

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.384
ELB improved by 0.0161068

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.368
ELB improved by 0.0160504

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.352
ELB improved by 0.0161405

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.336
ELB improved by 0.0163957

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.319
ELB improved by 0.0168321

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.301
ELB improved by 0.0174575

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.283
ELB improved by 0.0182608

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.264
ELB improved by 0.0191993

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.244
ELB improved by 0.0201843

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.223
ELB improved by 0.0210734

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.201
ELB improved by 0.0216788

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.179
ELB improved by 0.0218033

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.158
ELB improved by 0.0213008

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.138
ELB improved by 0.0201413

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.119
ELB improved by 0.018442

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.103
ELB improved by 0.016437

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.088
ELB improved by 0.0143955

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.076
ELB improved by 0.0125359

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.065
ELB improved by 0.0109789

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.055
ELB improved by 0.00974997

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-864.724
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-560.213
ELB improved by 304.511

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-501.287
ELB improved by 58.926

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-467.873
ELB improved by 33.4139

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.491
ELB improved by 13.3819

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.8
ELB improved by 5.69073

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.159
ELB improved by 3.6415

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.182
ELB improved by 2.97697

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.399
ELB improved by 2.78253

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.6
ELB improved by 2.79977

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.681
ELB improved by 2.91906

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.636
ELB improved by 3.04475

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.595
ELB improved by 3.04098

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.807
ELB improved by 2.78804

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.507
ELB improved by 2.29993

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.771
ELB improved by 1.73591

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.51
ELB improved by 1.26104

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.574
ELB improved by 0.93614

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.838
ELB improved by 0.73614

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.225
ELB improved by 0.613057

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.691
ELB improved by 0.533934

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.207
ELB improved by 0.48392

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.753
ELB improved by 0.45371

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.318
ELB improved by 0.434904

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.897
ELB improved by 0.421512

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.486
ELB improved by 0.410506

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.085
ELB improved by 0.401137

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.691
ELB improved by 0.394075

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.3
ELB improved by 0.390783

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.907
ELB improved by 0.393292

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.502
ELB improved by 0.404443

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.074
ELB improved by 0.428201

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.606
ELB improved by 0.468251

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.085
ELB improved by 0.52103

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.518
ELB improved by 0.567382

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.928
ELB improved by 0.58931

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.331
ELB improved by 0.597287

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.72
ELB improved by 0.611259

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.083
ELB improved by 0.637146

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.413
ELB improved by 0.669611

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.714
ELB improved by 0.699029

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.998
ELB improved by 0.716256

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.284
ELB improved by 0.713242

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.611
ELB improved by 0.673786

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.033
ELB improved by 0.577415

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.59
ELB improved by 0.442723

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.273
ELB improved by 0.317193

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.051
ELB improved by 0.222343

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.895
ELB improved by 0.155879

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.785
ELB improved by 0.110429

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.705
ELB improved by 0.0796103

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.646
ELB improved by 0.058749

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.602
ELB improved by 0.0446253

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.567
ELB improved by 0.0351016

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.538
ELB improved by 0.0288028

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.513
ELB improved by 0.0248901

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.49
ELB improved by 0.0229301

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.467
ELB improved by 0.022851

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.442
ELB improved by 0.0249899

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.412
ELB improved by 0.0302368

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.372
ELB improved by 0.0402077

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.315
ELB improved by 0.0570063

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.233
ELB improved by 0.0811482

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.127
ELB improved by 0.106059

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.012
ELB improved by 0.115353

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.914
ELB improved by 0.098521

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.846
ELB improved by 0.0677139

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.805
ELB improved by 0.0410114

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.781
ELB improved by 0.0242535

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.765
ELB improved by 0.0151267

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.755
ELB improved by 0.0103357

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.747
ELB improved by 0.00774759

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.379   0.177   2.545 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0490.0040.053
getPIPs0.0450.0050.051
graper0.0820.0020.084
makeExampleData0.0090.0020.011
makeExampleDataWithUnequalGroups0.0130.0000.013
plotELBO0.3260.0190.346
plotGroupPenalties1.0820.0411.123
plotPosterior0.7090.0050.714
predict.graper2.0480.0202.069
print.graper0.0480.0100.058