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This page was generated on 2026-04-11 11:37 -0400 (Sat, 11 Apr 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.4 LTS)x86_644.6.0 alpha (2026-04-05 r89794) 4919
kjohnson3macOS 13.7.7 Venturaarm644.6.0 alpha (2026-04-08 r89818) 4631
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 936/2390HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.27.0  (landing page)
Britta Velten
Snapshot Date: 2026-04-10 13:40 -0400 (Fri, 10 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 24.04.4 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
kjohnson3macOS 13.7.7 Ventura / arm64  OK    OK    OK    OK  UNNEEDED, same version is already published
See other builds for graper in R Universe.


CHECK results for graper on kjohnson3

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: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:graper.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings graper_1.27.0.tar.gz
StartedAt: 2026-04-10 20:28:44 -0400 (Fri, 10 Apr 2026)
EndedAt: 2026-04-10 20:29:14 -0400 (Fri, 10 Apr 2026)
EllapsedTime: 30.4 seconds
RetCode: 0
Status:   OK  
CheckDir: graper.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:graper.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings graper_1.27.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/Users/biocbuild/bbs-3.23-bioc/meat/graper.Rcheck’
* using R version 4.6.0 alpha (2026-04-08 r89818)
* using platform: aarch64-apple-darwin23
* R was compiled by
    Apple clang version 17.0.0 (clang-1700.3.19.1)
    GNU Fortran (GCC) 14.2.0
* running under: macOS Tahoe 26.3.1
* using session charset: UTF-8
* current time: 2026-04-11 00:28:44 UTC
* using option ‘--no-vignettes’
* 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: ‘Apple clang version 17.0.0 (clang-1700.6.4.2)’
* used SDK: ‘MacOSX26.2.sdk’
* 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 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 running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE

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


Installation output

graper.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD INSTALL graper
###
##############################################################################
##############################################################################


* installing to library ‘/Library/Frameworks/R.framework/Versions/4.6/Resources/library’
* installing *source* package ‘graper’ ...
** this is package ‘graper’ version ‘1.27.0’
** using staged installation
** libs
using C++ compiler: ‘Apple clang version 17.0.0 (clang-1700.6.4.2)’
using SDK: ‘MacOSX26.2.sdk’
clang++ -arch arm64 -std=gnu++20 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BH/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c RcppExports.cpp -o RcppExports.o
clang++ -arch arm64 -std=gnu++20 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BH/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c fit_graper.cpp -o fit_graper.o
clang++ -arch arm64 -std=gnu++20 -dynamiclib -Wl,-headerpad_max_install_names -undefined dynamic_lookup -L/Library/Frameworks/R.framework/Resources/lib -L/opt/R/arm64/lib -o graper.so RcppExports.o fit_graper.o -L/Library/Frameworks/R.framework/Resources/lib -lRlapack -L/Library/Frameworks/R.framework/Resources/lib -lRblas -L/opt/gfortran/lib/gcc/aarch64-apple-darwin20.0/14.2.0 -L/opt/gfortran/lib -lemutls_w -lheapt_w -lgfortran -lquadmath -F/Library/Frameworks/R.framework/.. -framework R
installing to /Library/Frameworks/R.framework/Versions/4.6/Resources/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 (2026-04-08 r89818)
Copyright (C) 2026 The R Foundation for Statistical Computing
Platform: aarch64-apple-darwin23

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=-877.794
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-579.224
ELB improved by 298.57

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-516.392
ELB improved by 62.8316

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-475.135
ELB improved by 41.2571

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.327
ELB improved by 19.8084

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.56
ELB improved by 8.76629

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.904
ELB improved by 5.65617

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.818
ELB improved by 5.08666

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.366
ELB improved by 5.45187

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.163
ELB improved by 6.20297

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.427
ELB improved by 6.73528

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.125
ELB improved by 6.30226

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.305
ELB improved by 4.82024

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.147
ELB improved by 3.15764

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.163
ELB improved by 1.98468

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.845
ELB improved by 1.31816

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.886
ELB improved by 0.958543

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.128
ELB improved by 0.75772

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.49
ELB improved by 0.638307

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.927
ELB improved by 0.562809

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.414
ELB improved by 0.512894

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.935
ELB improved by 0.47943

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.477
ELB improved by 0.457871

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.031
ELB improved by 0.445546

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.592
ELB improved by 0.439014

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.16
ELB improved by 0.431931

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.743
ELB improved by 0.417558

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.347
ELB improved by 0.395641

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.975
ELB improved by 0.372167

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.623
ELB improved by 0.352089

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.286
ELB improved by 0.336987

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.959
ELB improved by 0.327057

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.636
ELB improved by 0.32253

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.312
ELB improved by 0.324049

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.98
ELB improved by 0.332706

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.63
ELB improved by 0.349681

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.256
ELB improved by 0.374473

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.855
ELB improved by 0.400025

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.447
ELB improved by 0.408426

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.063
ELB improved by 0.383784

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.728
ELB improved by 0.335024

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.444
ELB improved by 0.283785

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.204
ELB improved by 0.240421

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.998
ELB improved by 0.205717

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.82
ELB improved by 0.178756

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.66
ELB improved by 0.159195

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.513
ELB improved by 0.147231

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.37
ELB improved by 0.143156

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.224
ELB improved by 0.14634

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.07
ELB improved by 0.153408

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.913
ELB improved by 0.157433

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.761
ELB improved by 0.151758

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.625
ELB improved by 0.136211

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.508
ELB improved by 0.116522

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.41
ELB improved by 0.0979857

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.328
ELB improved by 0.082594

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.257
ELB improved by 0.0702638

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.197
ELB improved by 0.0603342

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.145
ELB improved by 0.0521931

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.1
ELB improved by 0.0454017

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.06
ELB improved by 0.0396625

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.025
ELB improved by 0.0347696

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.995
ELB improved by 0.0305728

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.968
ELB improved by 0.0269572

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.944
ELB improved by 0.0238314

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.923
ELB improved by 0.0211209

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.904
ELB improved by 0.0187641

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.887
ELB improved by 0.0167097

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.872
ELB improved by 0.0149146

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.859
ELB improved by 0.0133424

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.847
ELB improved by 0.0119622

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.836
ELB improved by 0.0107481

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.827
ELB improved by 0.00967779

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-862.172
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-598.869
ELB improved by 263.303

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-540.421
ELB improved by 58.448

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-489.94
ELB improved by 50.4814

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.677
ELB improved by 28.2628

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.13
ELB improved by 11.5472

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.489
ELB improved by 5.64077

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.434
ELB improved by 4.05494

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.684
ELB improved by 3.74961

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.814
ELB improved by 3.8708

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.594
ELB improved by 4.21995

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.854
ELB improved by 4.73962

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.575
ELB improved by 5.2786

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.118
ELB improved by 5.45772

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.222
ELB improved by 4.89525

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.494
ELB improved by 3.72867

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.954
ELB improved by 2.54018

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.267
ELB improved by 1.68626

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.124
ELB improved by 1.14378

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.314
ELB improved by 0.809991

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.701
ELB improved by 0.612853

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.21
ELB improved by 0.490473

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.809
ELB improved by 0.401167

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.478
ELB improved by 0.330573

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.201
ELB improved by 0.277275

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.962
ELB improved by 0.239315

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.749
ELB improved by 0.212697

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.555
ELB improved by 0.193705

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.376
ELB improved by 0.179775

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.206
ELB improved by 0.169328

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.045
ELB improved by 0.161411

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.89
ELB improved by 0.155443

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.738
ELB improved by 0.151071

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.59
ELB improved by 0.148088

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.444
ELB improved by 0.146396

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.298
ELB improved by 0.14599

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.151
ELB improved by 0.146948

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.002
ELB improved by 0.149457

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.848
ELB improved by 0.153834

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.687
ELB improved by 0.16058

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.517
ELB improved by 0.170426

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.332
ELB improved by 0.184305

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.129
ELB improved by 0.203085

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.902
ELB improved by 0.226903

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.648
ELB improved by 0.254545

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.364
ELB improved by 0.284325

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.047
ELB improved by 0.316664

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.692
ELB improved by 0.355044

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.288
ELB improved by 0.403957

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.821
ELB improved by 0.466445

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.28
ELB improved by 0.541613

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.657
ELB improved by 0.622611

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.958
ELB improved by 0.699612

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.192
ELB improved by 0.766099

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.373
ELB improved by 0.818666

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.523
ELB improved by 0.850339

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.675
ELB improved by 0.847891

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.875
ELB improved by 0.799888

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.166
ELB improved by 0.709068

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.572
ELB improved by 0.593568

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.097
ELB improved by 0.475481

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.726
ELB improved by 0.370292

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.442
ELB improved by 0.284359

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.224
ELB improved by 0.217611

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.057
ELB improved by 0.167066

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.928
ELB improved by 0.129138

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.827
ELB improved by 0.100668

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.748
ELB improved by 0.079181

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.685
ELB improved by 0.0628379

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.635
ELB improved by 0.0503016

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.595
ELB improved by 0.0406038

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.562
ELB improved by 0.033041

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.534
ELB improved by 0.0270987

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.512
ELB improved by 0.022397

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.493
ELB improved by 0.0186529

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.478
ELB improved by 0.0156538

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.464
ELB improved by 0.0132382

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.453
ELB improved by 0.0112826

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.444
ELB improved by 0.00969167

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-869.028
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-592.987
ELB improved by 276.041

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-535.039
ELB improved by 57.9477

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-491.962
ELB improved by 43.0771

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-467.406
ELB improved by 24.5558

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.7
ELB improved by 12.7064

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.997
ELB improved by 7.70234

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.35
ELB improved by 6.64754

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.341
ELB improved by 7.00913

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.65
ELB improved by 7.69056

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.844
ELB improved by 7.80606

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.066
ELB improved by 6.77819

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.042
ELB improved by 5.02366

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.731
ELB improved by 3.31112

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.66
ELB improved by 2.07164

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.348
ELB improved by 1.31188

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.473
ELB improved by 0.874229

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.85
ELB improved by 0.623528

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.374
ELB improved by 0.476081

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.988
ELB improved by 0.385421

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.662
ELB improved by 0.326768

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.375
ELB improved by 0.286888

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.116
ELB improved by 0.25849

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.879
ELB improved by 0.237358

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.658
ELB improved by 0.220925

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.45
ELB improved by 0.207553

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.254
ELB improved by 0.196168

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.068
ELB improved by 0.186067

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.891
ELB improved by 0.176799

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.723
ELB improved by 0.168105

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.563
ELB improved by 0.159866

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.411
ELB improved by 0.15207

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.267
ELB improved by 0.144779

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.128
ELB improved by 0.138112

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.996
ELB improved by 0.132223

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.869
ELB improved by 0.127302

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.745
ELB improved by 0.123578

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.624
ELB improved by 0.121358

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.503
ELB improved by 0.121096

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.379
ELB improved by 0.123543

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.249
ELB improved by 0.130081

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.106
ELB improved by 0.143451

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.937
ELB improved by 0.169237

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.719
ELB improved by 0.217716

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.42
ELB improved by 0.2988

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.029
ELB improved by 0.391082

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.592
ELB improved by 0.436642

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.147
ELB improved by 0.445757

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.676
ELB improved by 0.470986

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.152
ELB improved by 0.523839

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.553
ELB improved by 0.598237

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.868
ELB improved by 0.685432

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.097
ELB improved by 0.770952

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.264
ELB improved by 0.833197

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.415
ELB improved by 0.849055

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.61
ELB improved by 0.804572

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.906
ELB improved by 0.704074

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.336
ELB improved by 0.570412

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.902
ELB improved by 0.433475

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.587
ELB improved by 0.315276

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.363
ELB improved by 0.224018

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.205
ELB improved by 0.158002

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.093
ELB improved by 0.111791

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.013
ELB improved by 0.0799103

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.955
ELB improved by 0.05804

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.912
ELB improved by 0.0430454

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.88
ELB improved by 0.0327207

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.854
ELB improved by 0.0255411

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.834
ELB improved by 0.0204698

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.817
ELB improved by 0.0168139

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.803
ELB improved by 0.0141149

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.79
ELB improved by 0.012072

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.78
ELB improved by 0.0104871

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.771
ELB improved by 0.00922916

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-855.844
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-599.934
ELB improved by 255.91

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-541.698
ELB improved by 58.2364

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-493.1
ELB improved by 48.598

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-465.77
ELB improved by 27.3293

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.03
ELB improved by 10.7398

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.823
ELB improved by 5.20785

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.764
ELB improved by 4.05823

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.624
ELB improved by 4.13995

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.917
ELB improved by 4.70753

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.452
ELB improved by 5.46505

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.371
ELB improved by 6.08086

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.355
ELB improved by 6.01554

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.588
ELB improved by 4.76762

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.527
ELB improved by 3.06118

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.626
ELB improved by 1.90053

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.312
ELB improved by 1.31438

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.275
ELB improved by 1.03675

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.366
ELB improved by 0.908624

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.511
ELB improved by 0.855125

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.674
ELB improved by 0.837677

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.839
ELB improved by 0.834847

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.004
ELB improved by 0.834571

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.173
ELB improved by 0.830796

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.352
ELB improved by 0.821721

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.543
ELB improved by 0.808295

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.75
ELB improved by 0.792812

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.973
ELB improved by 0.777864

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.207
ELB improved by 0.765764

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.449
ELB improved by 0.758317

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.692
ELB improved by 0.756909

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.928
ELB improved by 0.763417

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.145
ELB improved by 0.783535

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.307
ELB improved by 0.837377

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.319
ELB improved by 0.988614

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.975
ELB improved by 1.34331

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.347
ELB improved by 1.62865

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.914
ELB improved by 1.4329

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.727
ELB improved by 1.18655

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.606
ELB improved by 1.12125

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.457
ELB improved by 1.14858

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.607
ELB improved by 0.850912

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.122
ELB improved by 0.48431

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.817
ELB improved by 0.304947

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.576
ELB improved by 0.241003

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.35
ELB improved by 0.226644

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.131
ELB improved by 0.219085

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.942
ELB improved by 0.188846

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.798
ELB improved by 0.143316

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.694
ELB improved by 0.10463

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.616
ELB improved by 0.0782121

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.555
ELB improved by 0.0604071

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.507
ELB improved by 0.0479191

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.468
ELB improved by 0.0388996

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.436
ELB improved by 0.0322557

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.409
ELB improved by 0.0272619

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.385
ELB improved by 0.02342

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.365
ELB improved by 0.020393

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.347
ELB improved by 0.0179563

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.331
ELB improved by 0.0159596

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.317
ELB improved by 0.0143004

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.304
ELB improved by 0.0129069

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.292
ELB improved by 0.0117271

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.281
ELB improved by 0.0107215

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.272
ELB improved by 0.00985996

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  1.049   0.078   1.126 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0290.0050.034
getPIPs0.0270.0040.031
graper0.0440.0060.050
makeExampleData0.0040.0000.004
makeExampleDataWithUnequalGroups0.0040.0010.005
plotELBO0.1270.0060.133
plotGroupPenalties0.3400.0040.345
plotPosterior0.3070.0100.318
predict.graper1.0150.0271.046
print.graper0.0290.0060.035