Back to Multiple platform build/check report for BioC 3.24:   simplified   long
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This page was generated on 2026-05-25 11:36 -0400 (Mon, 25 May 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.4 LTS)x86_644.6.0 RC (2026-04-17 r89917) -- "Because it was There" 4937
kjohnson3macOS 13.7.7 Venturaarm644.6.0 Patched (2026-05-01 r89994) -- "Because it was There" 4639
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 933/2379HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.29.0  (landing page)
Britta Velten
Snapshot Date: 2026-05-24 13:45 -0400 (Sun, 24 May 2026)
git_url: https://git.bioconductor.org/packages/graper
git_branch: devel
git_last_commit: ba611e2
git_last_commit_date: 2026-04-28 08:49:19 -0400 (Tue, 28 Apr 2026)
nebbiolo2Linux (Ubuntu 24.04.4 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
kjohnson3macOS 13.7.7 Ventura / arm64  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: 1.29.0
Command: /home/biocbuild/bbs-3.24-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.24-bioc/R/site-library --timings graper_1.29.0.tar.gz
StartedAt: 2026-05-25 00:39:12 -0400 (Mon, 25 May 2026)
EndedAt: 2026-05-25 00:40:47 -0400 (Mon, 25 May 2026)
EllapsedTime: 95.1 seconds
RetCode: 0
Status:   OK  
CheckDir: graper.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/bbs-3.24-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.24-bioc/R/site-library --timings graper_1.29.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/home/biocbuild/bbs-3.24-bioc/meat/graper.Rcheck’
* using R version 4.6.0 RC (2026-04-17 r89917)
* using platform: x86_64-pc-linux-gnu
* R was compiled by
    gcc (Ubuntu 13.3.0-6ubuntu2~24.04.1) 13.3.0
    GNU Fortran (Ubuntu 13.3.0-6ubuntu2~24.04.1) 13.3.0
* running under: Ubuntu 24.04.4 LTS
* using session charset: UTF-8
* current time: 2026-05-25 04:39:12 UTC
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.29.0’
* 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  6.2Mb
  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 ... 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-3.24-bioc/meat/graper.Rcheck/00check.log’
for details.


Installation output

graper.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/bbs-3.24-bioc/R/bin/R CMD INSTALL graper
###
##############################################################################
##############################################################################


* installing to library ‘/home/biocbuild/bbs-3.24-bioc/R/site-library’
* installing *source* package ‘graper’ ...
** this is package ‘graper’ version ‘1.29.0’
** using staged installation
** libs
using C++ compiler: ‘g++ (Ubuntu 13.3.0-6ubuntu2~24.04.1) 13.3.0’
g++ -std=gnu++20 -I"/home/biocbuild/bbs-3.24-bioc/R/include" -DNDEBUG  -I'/home/biocbuild/bbs-3.24-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.24-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.24-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++20 -I"/home/biocbuild/bbs-3.24-bioc/R/include" -DNDEBUG  -I'/home/biocbuild/bbs-3.24-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.24-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.24-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++20 -shared -L/home/biocbuild/bbs-3.24-bioc/R/lib -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -llapack -L/home/biocbuild/bbs-3.24-bioc/R/lib -lRblas -lgfortran -lm -lquadmath -L/home/biocbuild/bbs-3.24-bioc/R/lib -lR
installing to /home/biocbuild/bbs-3.24-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 4.6.0 RC (2026-04-17 r89917) -- "Because it was There"
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=-865.347
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-561.733
ELB improved by 303.613

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-504.367
ELB improved by 57.3665

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-472.114
ELB improved by 32.2526

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.604
ELB improved by 14.5101

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.001
ELB improved by 6.60297

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.352
ELB improved by 4.64928

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.16
ELB improved by 4.19131

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.089
ELB improved by 4.07112

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.066
ELB improved by 4.02305

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.152
ELB improved by 3.91451

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.503
ELB improved by 3.64887

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.311
ELB improved by 3.19175

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.677
ELB improved by 2.63444

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.518
ELB improved by 2.15815

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.672
ELB improved by 1.84652

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.147
ELB improved by 1.52513

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.044
ELB improved by 1.10249

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.341
ELB improved by 0.703743

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.909
ELB improved by 0.43155

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.621
ELB improved by 0.288201

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.404
ELB improved by 0.216885

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.227
ELB improved by 0.176978

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.076
ELB improved by 0.150809

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.945
ELB improved by 0.131413

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.829
ELB improved by 0.115892

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.726
ELB improved by 0.102923

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.634
ELB improved by 0.0918333

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.552
ELB improved by 0.0822363

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.478
ELB improved by 0.0738787

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.411
ELB improved by 0.066572

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.351
ELB improved by 0.0601639

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.297
ELB improved by 0.0545261

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.247
ELB improved by 0.0495498

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.202
ELB improved by 0.0451423

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.161
ELB improved by 0.0412252

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.123
ELB improved by 0.0377322

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.088
ELB improved by 0.0346078

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.057
ELB improved by 0.0318048

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.027
ELB improved by 0.0292832

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411
ELB improved by 0.0270093

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.975
ELB improved by 0.0249537

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.952
ELB improved by 0.0230916

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.931
ELB improved by 0.0214013

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.911
ELB improved by 0.0198639

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.893
ELB improved by 0.018463

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.875
ELB improved by 0.0171843

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.859
ELB improved by 0.016015

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.844
ELB improved by 0.0149441

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.83
ELB improved by 0.0139617

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.817
ELB improved by 0.0130591

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.805
ELB improved by 0.0122287

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.794
ELB improved by 0.0114636

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.783
ELB improved by 0.0107576

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.773
ELB improved by 0.0101055

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.763
ELB improved by 0.00950225

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-896
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-584.142
ELB improved by 311.858

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-523.012
ELB improved by 61.13

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-485.544
ELB improved by 37.4677

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-469.761
ELB improved by 15.783

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-462.232
ELB improved by 7.52944

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.86
ELB improved by 5.37122

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.786
ELB improved by 5.07485

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.477
ELB improved by 5.30847

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.896
ELB improved by 5.58067

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.34
ELB improved by 5.5559

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.278
ELB improved by 5.06231

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.153
ELB improved by 4.12502

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.148
ELB improved by 3.00527

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.055
ELB improved by 2.09292

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.515
ELB improved by 1.54037

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.238
ELB improved by 1.27692

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.088
ELB improved by 1.14983

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.085
ELB improved by 1.00255

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.291
ELB improved by 0.794754

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.707
ELB improved by 0.58327

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.283
ELB improved by 0.42379

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.961
ELB improved by 0.322582

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.702
ELB improved by 0.2586

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.488
ELB improved by 0.214481

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.306
ELB improved by 0.181359

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.151
ELB improved by 0.155168

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.017
ELB improved by 0.133897

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.901
ELB improved by 0.116366

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.799
ELB improved by 0.101776

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.71
ELB improved by 0.0895325

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.631
ELB improved by 0.0791804

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.56
ELB improved by 0.0703647

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.497
ELB improved by 0.0628067

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.441
ELB improved by 0.0562867

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.39
ELB improved by 0.0506295

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.345
ELB improved by 0.0456951

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.303
ELB improved by 0.0413702

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.266
ELB improved by 0.0375628

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.232
ELB improved by 0.0341972

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.2
ELB improved by 0.031211

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.172
ELB improved by 0.0285522

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.146
ELB improved by 0.0261775

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.122
ELB improved by 0.02405

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.099
ELB improved by 0.0221389

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.079
ELB improved by 0.0204177

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.06
ELB improved by 0.0188638

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.043
ELB improved by 0.0174579

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.027
ELB improved by 0.016183

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.012
ELB improved by 0.0150248

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.998
ELB improved by 0.0139705

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.985
ELB improved by 0.0130092

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.972
ELB improved by 0.0121311

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.961
ELB improved by 0.0113279

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.951
ELB improved by 0.0105919

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.941
ELB improved by 0.00991671

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-867.65
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-544.453
ELB improved by 323.196

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-492.765
ELB improved by 51.6879

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-466.462
ELB improved by 26.3039

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.547
ELB improved by 11.9143

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.467
ELB improved by 6.08068

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.589
ELB improved by 3.87718

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.552
ELB improved by 3.03744

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.813
ELB improved by 2.73887

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.174
ELB improved by 2.63871

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.581
ELB improved by 2.5931

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.053
ELB improved by 2.52806

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.677
ELB improved by 2.37655

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.59
ELB improved by 2.08655

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.899
ELB improved by 1.69066

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.603
ELB improved by 1.29627

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.617
ELB improved by 0.985657

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.841
ELB improved by 0.776432

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.192
ELB improved by 0.649308

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.614
ELB improved by 0.57757

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.075
ELB improved by 0.539498

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.554
ELB improved by 0.520388

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.043
ELB improved by 0.510973

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.538
ELB improved by 0.505582

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.037
ELB improved by 0.501001

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.541
ELB improved by 0.495911

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.05
ELB improved by 0.490471

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.565
ELB improved by 0.485755

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.082
ELB improved by 0.483032

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.599
ELB improved by 0.48307

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.113
ELB improved by 0.485634

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.624
ELB improved by 0.489256

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.132
ELB improved by 0.491327

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.644
ELB improved by 0.488547

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.166
ELB improved by 0.477735

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.709
ELB improved by 0.456822

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.284
ELB improved by 0.425649

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.897
ELB improved by 0.386142

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.556
ELB improved by 0.341723

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.259
ELB improved by 0.296233

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.007
ELB improved by 0.252924

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.793
ELB improved by 0.213906

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.612
ELB improved by 0.180133

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.461
ELB improved by 0.151704

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.333
ELB improved by 0.128244

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.223
ELB improved by 0.109183

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.129
ELB improved by 0.0939149

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.048
ELB improved by 0.0818589

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.975
ELB improved by 0.0724577

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.91
ELB improved by 0.0651542

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.851
ELB improved by 0.0593805

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.796
ELB improved by 0.054597

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.746
ELB improved by 0.0503976

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.699
ELB improved by 0.0466347

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.655
ELB improved by 0.0434777

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.614
ELB improved by 0.0413834

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.573
ELB improved by 0.0410962

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.529
ELB improved by 0.0438862

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.477
ELB improved by 0.0523349

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.404
ELB improved by 0.0723231

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.287
ELB improved by 0.117328

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.075
ELB improved by 0.211907

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.715
ELB improved by 0.360309

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.265
ELB improved by 0.449838

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.887
ELB improved by 0.377981

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.651
ELB improved by 0.236537

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.535
ELB improved by 0.115414

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.477
ELB improved by 0.0576934

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.44
ELB improved by 0.0371321

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.412
ELB improved by 0.0281491

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.389
ELB improved by 0.0228835

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.37
ELB improved by 0.0193337

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.353
ELB improved by 0.0168101

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.338
ELB improved by 0.0149692

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.325
ELB improved by 0.0136002

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.312
ELB improved by 0.0125591

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.3
ELB improved by 0.0117421

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.289
ELB improved by 0.0110718

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.279
ELB improved by 0.0104905

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.269
ELB improved by 0.00995625

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-877.493
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-576.585
ELB improved by 300.907

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-517.505
ELB improved by 59.0805

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-481.215
ELB improved by 36.2899

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-467.273
ELB improved by 13.9421

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.004
ELB improved by 6.26895

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.378
ELB improved by 4.62568

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.038
ELB improved by 4.34032

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.519
ELB improved by 4.51868

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.752
ELB improved by 4.76763

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.03
ELB improved by 4.72221

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.918
ELB improved by 4.11128

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.822
ELB improved by 3.0965

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.69
ELB improved by 2.13221

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.226
ELB improved by 1.46324

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.172
ELB improved by 1.05392

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.37
ELB improved by 0.80256

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.727
ELB improved by 0.642541

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.189
ELB improved by 0.537929

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.722
ELB improved by 0.46732

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.305
ELB improved by 0.417248

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.925
ELB improved by 0.379731

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.574
ELB improved by 0.350663

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.246
ELB improved by 0.328244

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.935
ELB improved by 0.311565

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.635
ELB improved by 0.299804

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.343
ELB improved by 0.292079

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.055
ELB improved by 0.287586

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.769
ELB improved by 0.285731

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.483
ELB improved by 0.286172

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.194
ELB improved by 0.288803

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.901
ELB improved by 0.293689

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.6
ELB improved by 0.30093

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.289
ELB improved by 0.310439

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.968
ELB improved by 0.321658

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.634
ELB improved by 0.333427

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.29
ELB improved by 0.344417

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.936
ELB improved by 0.354204

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.572
ELB improved by 0.364134

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.195
ELB improved by 0.377006

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.798
ELB improved by 0.396167

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.373
ELB improved by 0.425477

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.903
ELB improved by 0.470343

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.366
ELB improved by 0.536892

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.747
ELB improved by 0.618222

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.083
ELB improved by 0.664698

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.461
ELB improved by 0.62131

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.942
ELB improved by 0.519254

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.528
ELB improved by 0.414271

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.203
ELB improved by 0.325246

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.949
ELB improved by 0.253732

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.751
ELB improved by 0.198

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.595
ELB improved by 0.155479

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.472
ELB improved by 0.123353

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.373
ELB improved by 0.0990499

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.293
ELB improved by 0.0805181

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.226
ELB improved by 0.0662614

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.171
ELB improved by 0.0552337

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.124
ELB improved by 0.0467053

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.084
ELB improved by 0.0401564

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.049
ELB improved by 0.035212

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.017
ELB improved by 0.0316066

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.988
ELB improved by 0.0291694

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.96
ELB improved by 0.0278221

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.933
ELB improved by 0.0275845

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.904
ELB improved by 0.0285853

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.873
ELB improved by 0.0310604

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.838
ELB improved by 0.0352964

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.796
ELB improved by 0.0414225

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.747
ELB improved by 0.0489432

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.691
ELB improved by 0.0561362

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.631
ELB improved by 0.0600987

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.573
ELB improved by 0.0583592

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.522
ELB improved by 0.0510302

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.481
ELB improved by 0.0408181

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.45
ELB improved by 0.0308089

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.428
ELB improved by 0.022716

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.411
ELB improved by 0.016825

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.398
ELB improved by 0.0127316

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.388
ELB improved by 0.00991521

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.416   0.198   2.603 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0540.0050.058
getPIPs0.0730.0140.087
graper0.0810.0030.084
makeExampleData0.0100.0010.009
makeExampleDataWithUnequalGroups0.0120.0000.012
plotELBO0.3030.0190.322
plotGroupPenalties1.6240.0052.046
plotPosterior1.8580.0552.676
predict.graper2.0660.0042.070
print.graper0.0450.0060.051