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This page was generated on 2026-04-03 11:38 -0400 (Fri, 03 Apr 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_644.6.0 alpha (2026-03-30 r89742) 4894
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 935/2381HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.27.0  (landing page)
Britta Velten
Snapshot Date: 2026-04-02 13:40 -0400 (Thu, 02 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)
nebbiolo1Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
See other builds for graper in R Universe.


CHECK results for graper on nebbiolo1

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

raw results


Summary

Package: graper
Version: 1.27.0
Command: /home/biocbuild/bbs-3.23-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.23-bioc/R/site-library --timings graper_1.27.0.tar.gz
StartedAt: 2026-04-03 00:06:10 -0400 (Fri, 03 Apr 2026)
EndedAt: 2026-04-03 00:07:40 -0400 (Fri, 03 Apr 2026)
EllapsedTime: 90.3 seconds
RetCode: 0
Status:   OK  
CheckDir: graper.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/bbs-3.23-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.23-bioc/R/site-library --timings graper_1.27.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/home/biocbuild/bbs-3.23-bioc/meat/graper.Rcheck’
* using R version 4.6.0 alpha (2026-03-30 r89742)
* 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: 2026-04-03 04:06:10 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 ... OK
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking code files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking loading without being on the library search path ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... NOTE
checkRd: (-1) predict.graper.Rd:19-21: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:23-24: Lost braces in \itemize; meant \describe ?
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... INFO
Note: information on .o files is not available
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
  Running ‘testthat.R’
 OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking re-building of vignette outputs ... OK
* checking PDF version of manual ... OK
* DONE

Status: 1 NOTE
See
  ‘/home/biocbuild/bbs-3.23-bioc/meat/graper.Rcheck/00check.log’
for details.


Installation output

graper.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/bbs-3.23-bioc/R/bin/R CMD INSTALL graper
###
##############################################################################
##############################################################################


* installing to library ‘/home/biocbuild/bbs-3.23-bioc/R/site-library’
* installing *source* package ‘graper’ ...
** this is package ‘graper’ version ‘1.27.0’
** using staged installation
** libs
using C++ compiler: ‘g++ (Ubuntu 13.3.0-6ubuntu2~24.04.1) 13.3.0’
g++ -std=gnu++20 -I"/home/biocbuild/bbs-3.23-bioc/R/include" -DNDEBUG  -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/BH/include' -I/usr/local/include    -fpic  -g -O2  -Wall -Werror=format-security  -c RcppExports.cpp -o RcppExports.o
g++ -std=gnu++20 -I"/home/biocbuild/bbs-3.23-bioc/R/include" -DNDEBUG  -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/BH/include' -I/usr/local/include    -fpic  -g -O2  -Wall -Werror=format-security  -c fit_graper.cpp -o fit_graper.o
g++ -std=gnu++20 -shared -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -llapack -L/home/biocbuild/bbs-3.23-bioc/R/lib -lRblas -lgfortran -lm -lquadmath
installing to /home/biocbuild/bbs-3.23-bioc/R/site-library/00LOCK-graper/00new/graper/libs
** R
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
** checking absolute paths in shared objects and dynamic libraries
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (graper)

Tests output

graper.Rcheck/tests/testthat.Rout


R version 4.6.0 alpha (2026-03-30 r89742)
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=-855.313
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-591.314
ELB improved by 263.999

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-530.063
ELB improved by 61.2515

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-481.86
ELB improved by 48.2023

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.029
ELB improved by 26.8317

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.597
ELB improved by 11.4319

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.812
ELB improved by 5.78426

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.785
ELB improved by 4.02706

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.259
ELB improved by 3.52605

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.847
ELB improved by 3.41186

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.444
ELB improved by 3.40346

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.062
ELB improved by 3.38185

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.819
ELB improved by 3.24317

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.914
ELB improved by 2.90499

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.533
ELB improved by 2.38125

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.739
ELB improved by 1.79346

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.461
ELB improved by 1.27832

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.559
ELB improved by 0.902318

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.901
ELB improved by 0.658074

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.393
ELB improved by 0.50769

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.977
ELB improved by 0.415819

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.618
ELB improved by 0.359246

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.293
ELB improved by 0.324794

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.988
ELB improved by 0.305335

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.691
ELB improved by 0.297025

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.393
ELB improved by 0.297777

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.086
ELB improved by 0.306482

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.764
ELB improved by 0.322591

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.418
ELB improved by 0.345876

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.042
ELB improved by 0.376269

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.628
ELB improved by 0.413753

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.17
ELB improved by 0.458261

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.66
ELB improved by 0.509564

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.093
ELB improved by 0.567067

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.464
ELB improved by 0.62943

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.77
ELB improved by 0.693948

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.014
ELB improved by 0.755689

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.207
ELB improved by 0.806608

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.372
ELB improved by 0.835349

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.543
ELB improved by 0.829306

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.762
ELB improved by 0.780954

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.066
ELB improved by 0.696161

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.47
ELB improved by 0.595413

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.965
ELB improved by 0.505372

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.512
ELB improved by 0.452781

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.042
ELB improved by 0.46961

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.449
ELB improved by 0.593023

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.644
ELB improved by 0.805805

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.649
ELB improved by 0.994807

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.632
ELB improved by 1.01641

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.89
ELB improved by 0.741978

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.454
ELB improved by 0.435959

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.197
ELB improved by 0.257302

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.034
ELB improved by 0.162969

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.923
ELB improved by 0.111399

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.841
ELB improved by 0.0814857

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.778
ELB improved by 0.0629669

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.727
ELB improved by 0.050754

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.685
ELB improved by 0.0422216

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.649
ELB improved by 0.0359519

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.618
ELB improved by 0.0311451

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.591
ELB improved by 0.0273308

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.567
ELB improved by 0.0242213

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.545
ELB improved by 0.0216334

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.526
ELB improved by 0.0194459

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.508
ELB improved by 0.0175752

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.492
ELB improved by 0.0159614

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.477
ELB improved by 0.0145598

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.464
ELB improved by 0.0133366

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.452
ELB improved by 0.0122647

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.441
ELB improved by 0.0113226

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.43
ELB improved by 0.0104925

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.42
ELB improved by 0.00975972

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-870.705
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-559.326
ELB improved by 311.379

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-501.576
ELB improved by 57.7508

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-470.584
ELB improved by 30.991

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.63
ELB improved by 12.9544

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.484
ELB improved by 6.1459

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.8
ELB improved by 4.68398

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.182
ELB improved by 4.61862

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.119
ELB improved by 5.06264

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.332
ELB improved by 5.78656

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.845
ELB improved by 6.48742

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.259
ELB improved by 6.58638

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.679
ELB improved by 5.57963

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.708
ELB improved by 3.97063

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.085
ELB improved by 2.62302

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.327
ELB improved by 1.75807

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.104
ELB improved by 1.2235

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.213
ELB improved by 0.890533

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.523
ELB improved by 0.690649

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.949
ELB improved by 0.573316

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.445
ELB improved by 0.503758

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.983
ELB improved by 0.462024

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.546
ELB improved by 0.437371

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.123
ELB improved by 0.422748

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.712
ELB improved by 0.41083

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.318
ELB improved by 0.394099

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.949
ELB improved by 0.369832

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.607
ELB improved by 0.341862

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.292
ELB improved by 0.314921

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.001
ELB improved by 0.290769

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.732
ELB improved by 0.269269

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.482
ELB improved by 0.249969

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.249
ELB improved by 0.232566

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.032
ELB improved by 0.216871

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.83
ELB improved by 0.202727

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.64
ELB improved by 0.189973

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.461
ELB improved by 0.178443

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.293
ELB improved by 0.167972

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.135
ELB improved by 0.158395

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.985
ELB improved by 0.14956

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.844
ELB improved by 0.141325

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.71
ELB improved by 0.133563

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.584
ELB improved by 0.12616

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.465
ELB improved by 0.119021

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.353
ELB improved by 0.112066

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.248
ELB improved by 0.105235

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.149
ELB improved by 0.0984914

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.058
ELB improved by 0.0918163

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.972
ELB improved by 0.0852141

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.894
ELB improved by 0.0787086

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.821
ELB improved by 0.0723395

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.755
ELB improved by 0.0661576

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.695
ELB improved by 0.0602186

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.64
ELB improved by 0.0545764

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.591
ELB improved by 0.0492777

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.547
ELB improved by 0.0443578

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.507
ELB improved by 0.0398382

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.471
ELB improved by 0.0357267

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.439
ELB improved by 0.0320185

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.41
ELB improved by 0.0286982

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.385
ELB improved by 0.0257432

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.362
ELB improved by 0.0231256

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.341
ELB improved by 0.0208149

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.322
ELB improved by 0.0187798

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.305
ELB improved by 0.0169897

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.29
ELB improved by 0.0154152

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.276
ELB improved by 0.0140292

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.263
ELB improved by 0.0128068

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.251
ELB improved by 0.0117257

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.24
ELB improved by 0.010766

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.23
ELB improved by 0.0099104

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-856.929
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-562.602
ELB improved by 294.328

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-504.999
ELB improved by 57.6028

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-473.027
ELB improved by 31.9713

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.411
ELB improved by 12.6161

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.871
ELB improved by 5.5408

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.019
ELB improved by 3.85184

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.352
ELB improved by 3.66671

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.377
ELB improved by 3.97521

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.951
ELB improved by 4.42605

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.272
ELB improved by 4.67883

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.884
ELB improved by 4.38802

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.32
ELB improved by 3.56355

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.675
ELB improved by 2.64497

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.691
ELB improved by 1.98488

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.088
ELB improved by 1.60267

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.714
ELB improved by 1.37341

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.482
ELB improved by 1.23291

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.318
ELB improved by 1.16355

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.172
ELB improved by 1.14608

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.997
ELB improved by 1.17476

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.726
ELB improved by 1.27071

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.249
ELB improved by 1.47765

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.487
ELB improved by 1.76147

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.575
ELB improved by 1.91257

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.659
ELB improved by 1.91613

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.782
ELB improved by 1.87715

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.98
ELB improved by 1.80182

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.271
ELB improved by 1.70824

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.567
ELB improved by 1.70462

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.726
ELB improved by 1.8404

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.173
ELB improved by 1.55311

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.252
ELB improved by 0.921436

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.736
ELB improved by 0.516219

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.418
ELB improved by 0.317974

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.202
ELB improved by 0.215707

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.044
ELB improved by 0.157737

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.921
ELB improved by 0.12345

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.816
ELB improved by 0.104462

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.719
ELB improved by 0.0974955

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.618
ELB improved by 0.10108

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.506
ELB improved by 0.112154

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.383
ELB improved by 0.122628

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.26
ELB improved by 0.12262

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.149
ELB improved by 0.111484

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.051
ELB improved by 0.09835

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.96
ELB improved by 0.0901946

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.873
ELB improved by 0.0874386

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.785
ELB improved by 0.0877066

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.696
ELB improved by 0.0893651

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.603
ELB improved by 0.0931311

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.501
ELB improved by 0.101272

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.387
ELB improved by 0.113914

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.263
ELB improved by 0.12492

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.138
ELB improved by 0.124706

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.025
ELB improved by 0.112673

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.925
ELB improved by 0.0997397

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.83
ELB improved by 0.095651

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.726
ELB improved by 0.104192

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.601
ELB improved by 0.125106

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.451
ELB improved by 0.149072

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.298
ELB improved by 0.153787

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.169
ELB improved by 0.128792

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.074
ELB improved by 0.0945986

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.003
ELB improved by 0.0712142

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.943
ELB improved by 0.0603099

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.887
ELB improved by 0.0556546

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.836
ELB improved by 0.0513534

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.791
ELB improved by 0.0446747

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.755
ELB improved by 0.0361886

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.727
ELB improved by 0.0278302

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.706
ELB improved by 0.0209603

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.69
ELB improved by 0.0159093

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.678
ELB improved by 0.0124121

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.668
ELB improved by 0.0100476

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.659
ELB improved by 0.00844416

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-886.146
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-561.888
ELB improved by 324.258

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-499.127
ELB improved by 62.7608

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-465.128
ELB improved by 33.9997

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.162
ELB improved by 13.9658

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.042
ELB improved by 6.11953

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.385
ELB improved by 3.6568

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.556
ELB improved by 2.8299

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.043
ELB improved by 2.51291

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.64
ELB improved by 2.40247

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.255
ELB improved by 2.38546

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.847
ELB improved by 2.40744

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.424
ELB improved by 2.42315

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.043
ELB improved by 2.38153

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.803
ELB improved by 2.23973

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.815
ELB improved by 1.98784

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.157
ELB improved by 1.65805

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.846
ELB improved by 1.31118

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.843
ELB improved by 1.00314

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.087
ELB improved by 0.75532

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.527
ELB improved by 0.560794

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.115
ELB improved by 0.411352

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.811
ELB improved by 0.303939

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.58
ELB improved by 0.231145

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.398
ELB improved by 0.182308

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.249
ELB improved by 0.148666

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.125
ELB improved by 0.124571

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.018
ELB improved by 0.106642

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.925
ELB improved by 0.0928385

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.843
ELB improved by 0.0818895

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.77
ELB improved by 0.0729748

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.705
ELB improved by 0.0655517

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.645
ELB improved by 0.0592545

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.592
ELB improved by 0.0538313

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.542
ELB improved by 0.0491048

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.497
ELB improved by 0.0449469

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.456
ELB improved by 0.041262

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.418
ELB improved by 0.0379769

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.383
ELB improved by 0.0350341

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.351
ELB improved by 0.0323871

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.321
ELB improved by 0.0299978

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.293
ELB improved by 0.0278345

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.267
ELB improved by 0.0258706

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.243
ELB improved by 0.0240832

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.221
ELB improved by 0.0224529

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.2
ELB improved by 0.0209628

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.18
ELB improved by 0.0195983

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.162
ELB improved by 0.0183465

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.144
ELB improved by 0.0171963

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.128
ELB improved by 0.0161378

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.113
ELB improved by 0.0151624

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.099
ELB improved by 0.0142622

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.085
ELB improved by 0.0134304

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.073
ELB improved by 0.012661

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.061
ELB improved by 0.0119483

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.05
ELB improved by 0.0112876

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.039
ELB improved by 0.0106744

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.029
ELB improved by 0.0101048

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.019
ELB improved by 0.00957513

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.293   0.223   2.504 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0550.0150.070
getPIPs0.0490.0130.062
graper0.0810.0180.099
makeExampleData0.0090.0010.010
makeExampleDataWithUnequalGroups0.0090.0040.013
plotELBO0.3240.0290.353
plotGroupPenalties1.0660.0631.129
plotPosterior0.6040.0250.629
predict.graper2.0960.0722.172
print.graper0.0540.0080.062