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This page was generated on 2026-04-24 11:33 -0400 (Fri, 24 Apr 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.4 LTS)x86_644.6.0 RC (2026-04-17 r89917) -- "Because it was There" 4800
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 917/2351HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.27.0  (landing page)
Britta Velten
Snapshot Date: 2026-04-23 13:45 -0400 (Thu, 23 Apr 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 -0400 (Wed, 29 Oct 2025)
nebbiolo2Linux (Ubuntu 24.04.4 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: 1.27.0
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_1.27.0.tar.gz
StartedAt: 2026-04-24 00:06:51 -0400 (Fri, 24 Apr 2026)
EndedAt: 2026-04-24 00:08:25 -0400 (Fri, 24 Apr 2026)
EllapsedTime: 94.1 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_1.27.0.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: 2026-04-24 04:06:52 UTC
* 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 13.3.0-6ubuntu2~24.04.1) 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 ‘1.27.0’
** 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=-880.258
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-572.788
ELB improved by 307.47

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-512.68
ELB improved by 60.1077

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-477.566
ELB improved by 35.114

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-462.29
ELB improved by 15.276

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.362
ELB improved by 6.92836

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.094
ELB improved by 4.26796

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.685
ELB improved by 3.40892

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.584
ELB improved by 3.10069

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.614
ELB improved by 2.9709

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.734
ELB improved by 2.87916

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.968
ELB improved by 2.76683

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.366
ELB improved by 2.60127

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431
ELB improved by 2.36585

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.932
ELB improved by 2.06852

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.189
ELB improved by 1.74334

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.755
ELB improved by 1.43345

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.585
ELB improved by 1.17036

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.619
ELB improved by 0.965832

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.808
ELB improved by 0.810726

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.13
ELB improved by 0.678392

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.579
ELB improved by 0.551191

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.137
ELB improved by 0.441352

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.775
ELB improved by 0.362494

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.463
ELB improved by 0.311399

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.184
ELB improved by 0.279064

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.926
ELB improved by 0.258146

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.682
ELB improved by 0.243741

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.45
ELB improved by 0.232872

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.226
ELB improved by 0.223894

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.01
ELB improved by 0.215988

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.801
ELB improved by 0.208812

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.599
ELB improved by 0.202293

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.402
ELB improved by 0.196504

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.21
ELB improved by 0.191592

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.023
ELB improved by 0.187732

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.838
ELB improved by 0.185094

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.654
ELB improved by 0.18384

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.47
ELB improved by 0.184113

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.284
ELB improved by 0.186051

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.094
ELB improved by 0.189798

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.898
ELB improved by 0.195515

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.695
ELB improved by 0.203408

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.481
ELB improved by 0.213749

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.254
ELB improved by 0.226904

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.011
ELB improved by 0.243368

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.747
ELB improved by 0.263747

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.459
ELB improved by 0.288629

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.14
ELB improved by 0.318103

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.79
ELB improved by 0.350821

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.406
ELB improved by 0.383211

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.996
ELB improved by 0.41086

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.563
ELB improved by 0.43275

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.109
ELB improved by 0.453411

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.635
ELB improved by 0.474814

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.156
ELB improved by 0.478108

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.721
ELB improved by 0.434967

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.364
ELB improved by 0.357532

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.085
ELB improved by 0.278844

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.873
ELB improved by 0.212207

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.714
ELB improved by 0.159133

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.595
ELB improved by 0.119105

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.504
ELB improved by 0.0903118

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.434
ELB improved by 0.0700238

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.379
ELB improved by 0.0556431

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.333
ELB improved by 0.0452357

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.296
ELB improved by 0.0375132

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.264
ELB improved by 0.0316422

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.237
ELB improved by 0.0270768

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.214
ELB improved by 0.023451

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.193
ELB improved by 0.0205139

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.175
ELB improved by 0.0180914

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.159
ELB improved by 0.0160625

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.145
ELB improved by 0.0143422

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.132
ELB improved by 0.0128706

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.12
ELB improved by 0.0116043

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.11
ELB improved by 0.010511

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.1
ELB improved by 0.00956495

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-894.473
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-565.333
ELB improved by 329.14

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-511.67
ELB improved by 53.663

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-483.122
ELB improved by 28.5474

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-471.85
ELB improved by 11.2722

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-466.882
ELB improved by 4.96822

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-463.397
ELB improved by 3.48475

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.269
ELB improved by 3.12807

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.222
ELB improved by 3.04726

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.181
ELB improved by 3.04079

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.163
ELB improved by 3.01751

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.259
ELB improved by 2.90458

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.604
ELB improved by 2.65445

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.326
ELB improved by 2.27878

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.477
ELB improved by 1.84843

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.028
ELB improved by 1.44965

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.883
ELB improved by 1.14441

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.925
ELB improved by 0.958056

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.073
ELB improved by 0.851888

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.321
ELB improved by 0.752427

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.672
ELB improved by 0.649223

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.107
ELB improved by 0.565012

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.603
ELB improved by 0.503251

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.141
ELB improved by 0.461886

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.703
ELB improved by 0.438311

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.275
ELB improved by 0.428119

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.848
ELB improved by 0.426939

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.416
ELB improved by 0.431743

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.975
ELB improved by 0.440904

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.522
ELB improved by 0.453823

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.051
ELB improved by 0.470466

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.56
ELB improved by 0.490805

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.046
ELB improved by 0.514359

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.506
ELB improved by 0.540328

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.937
ELB improved by 0.568501

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.337
ELB improved by 0.600134

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.699
ELB improved by 0.637908

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.014
ELB improved by 0.685142

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.269
ELB improved by 0.744518

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.453
ELB improved by 0.816409

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.554
ELB improved by 0.899408

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.555
ELB improved by 0.998255

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.421
ELB improved by 1.13453

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.087
ELB improved by 1.3343

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.509
ELB improved by 1.57804

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.723
ELB improved by 1.78511

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.85
ELB improved by 1.87356

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.063
ELB improved by 1.7865

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.519
ELB improved by 1.54449

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.252
ELB improved by 1.26707

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.164
ELB improved by 1.08783

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.11
ELB improved by 1.05416

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.193
ELB improved by 0.916621

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.615
ELB improved by 0.578395

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.298
ELB improved by 0.316486

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.121
ELB improved by 0.177078

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.013
ELB improved by 0.108039

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.94
ELB improved by 0.0730374

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.886
ELB improved by 0.0538282

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.844
ELB improved by 0.0421369

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.81
ELB improved by 0.0342974

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.781
ELB improved by 0.0286323

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.757
ELB improved by 0.0243208

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.736
ELB improved by 0.0209257

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.718
ELB improved by 0.0181926

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.702
ELB improved by 0.0159604

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.688
ELB improved by 0.0141193

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.675
ELB improved by 0.0125904

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.664
ELB improved by 0.0113139

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.654
ELB improved by 0.0102436

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.644
ELB improved by 0.00934268

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-868.823
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-586.066
ELB improved by 282.757

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-526.132
ELB improved by 59.9335

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-485.132
ELB improved by 41.0007

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-466.216
ELB improved by 18.9154

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.033
ELB improved by 8.18344

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.058
ELB improved by 4.97479

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.785
ELB improved by 4.27333

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.513
ELB improved by 4.27167

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.063
ELB improved by 4.44965

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.447
ELB improved by 4.61644

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.873
ELB improved by 4.5739

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.739
ELB improved by 4.13414

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.414
ELB improved by 3.32521

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.989
ELB improved by 2.42495

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.299
ELB improved by 1.68962

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.113
ELB improved by 1.18637

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.243
ELB improved by 0.870264

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.564
ELB improved by 0.678465

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.002
ELB improved by 0.562191

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.512
ELB improved by 0.49016

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.067
ELB improved by 0.44429

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.653
ELB improved by 0.414603

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.257
ELB improved by 0.395626

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.873
ELB improved by 0.384338

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.494
ELB improved by 0.379086

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.115
ELB improved by 0.378986

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.731
ELB improved by 0.38353

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.339
ELB improved by 0.392365

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.934
ELB improved by 0.405345

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.511
ELB improved by 0.422931

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.064
ELB improved by 0.44672

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.584
ELB improved by 0.479702

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.058
ELB improved by 0.526152

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.467
ELB improved by 0.591156

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.788
ELB improved by 0.67895

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.999
ELB improved by 0.788636

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.089
ELB improved by 0.910059

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.058
ELB improved by 1.0308

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.906
ELB improved by 1.15233

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.62
ELB improved by 1.28603

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.222
ELB improved by 1.39776

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.855
ELB improved by 1.36726

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.672
ELB improved by 1.18278

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.716
ELB improved by 0.956049

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.991
ELB improved by 0.725291

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.486
ELB improved by 0.504608

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.158
ELB improved by 0.328695

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.947
ELB improved by 0.210748

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.809
ELB improved by 0.138097

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.715
ELB improved by 0.0941519

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.647
ELB improved by 0.0671823

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.597
ELB improved by 0.0501505

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.558
ELB improved by 0.0390104

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.527
ELB improved by 0.0314407

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.501
ELB improved by 0.0260935

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.479
ELB improved by 0.022172

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.459
ELB improved by 0.019195

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.443
ELB improved by 0.0168649

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.428
ELB improved by 0.0149928

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.414
ELB improved by 0.013456

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.402
ELB improved by 0.0121718

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.391
ELB improved by 0.0110837

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.381
ELB improved by 0.0101511

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.371
ELB improved by 0.00934458

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-865.693
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-568.5
ELB improved by 297.193

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-508.196
ELB improved by 60.3049

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-472.222
ELB improved by 35.973

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.99
ELB improved by 14.232

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.329
ELB improved by 5.66126

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.865
ELB improved by 3.4645

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.997
ELB improved by 2.86736

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.238
ELB improved by 2.75961

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.348
ELB improved by 2.88984

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.198
ELB improved by 3.15007

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.776
ELB improved by 3.42192

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.251
ELB improved by 3.5253

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.957
ELB improved by 3.29356

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.235
ELB improved by 2.72169

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.215
ELB improved by 2.02072

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.776
ELB improved by 1.43838

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.713
ELB improved by 1.06377

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.857
ELB improved by 0.855215

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.107
ELB improved by 0.750529

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.397
ELB improved by 0.709888

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.694
ELB improved by 0.702637

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.994
ELB improved by 0.70044

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.296
ELB improved by 0.698232

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.582
ELB improved by 0.713951

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.82
ELB improved by 0.761781

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.979
ELB improved by 0.840734

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.048
ELB improved by 0.931499

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.037
ELB improved by 1.01069

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.96
ELB improved by 1.07733

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.816
ELB improved by 1.14375

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.601
ELB improved by 1.21461

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.318
ELB improved by 1.28348

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.981
ELB improved by 1.33666

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.622
ELB improved by 1.3593

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.279
ELB improved by 1.34268

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.992
ELB improved by 1.28677

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.803
ELB improved by 1.18976

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.765
ELB improved by 1.03736

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.931
ELB improved by 0.834227

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.303
ELB improved by 0.627887

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.848
ELB improved by 0.454711

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.529
ELB improved by 0.319275

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.311
ELB improved by 0.218051

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.164
ELB improved by 0.14734

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.063
ELB improved by 0.10102

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.991
ELB improved by 0.0716884

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.938
ELB improved by 0.0531074

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.897
ELB improved by 0.0410322

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.864
ELB improved by 0.0328774

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.837
ELB improved by 0.0271355

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.814
ELB improved by 0.0229291

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.794
ELB improved by 0.019737

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.777
ELB improved by 0.0172394

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.762
ELB improved by 0.0152343

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.748
ELB improved by 0.0135894

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.736
ELB improved by 0.0122159

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.725
ELB improved by 0.0110524

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.715
ELB improved by 0.0100554

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.706
ELB improved by 0.00919286

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.274   0.217   2.479 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0480.0100.058
getPIPs0.0650.0220.088
graper0.0770.0070.084
makeExampleData0.0100.0000.009
makeExampleDataWithUnequalGroups0.0120.0000.011
plotELBO0.2900.0210.310
plotGroupPenalties0.9120.0030.914
plotPosterior0.6290.0030.632
predict.graper2.0590.0132.073
print.graper0.0460.0060.053