Back to Multiple platform build/check report for BioC 3.23:   simplified   long
ABCDEF[G]HIJKLMNOPQRSTUVWXYZ

This page was generated on 2026-05-04 11:36 -0400 (Mon, 04 May 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.4 LTS)x86_644.6.0 RC (2026-04-17 r89917) -- "Because it was There" 4989
kjohnson3macOS 13.7.7 Venturaarm644.6.0 Patched (2026-04-24 r89963) -- "Because it was There" 4719
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 944/2418HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.28.0  (landing page)
Britta Velten
Snapshot Date: 2026-05-03 13:40 -0400 (Sun, 03 May 2026)
git_url: https://git.bioconductor.org/packages/graper
git_branch: RELEASE_3_23
git_last_commit: 7354ec6
git_last_commit_date: 2026-04-28 08:49:19 -0400 (Tue, 28 Apr 2026)
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: 1.28.0
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_1.28.0.tar.gz
StartedAt: 2026-05-03 19:56:25 -0400 (Sun, 03 May 2026)
EndedAt: 2026-05-03 19:56:55 -0400 (Sun, 03 May 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_1.28.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/Users/biocbuild/bbs-3.23-bioc/meat/graper.Rcheck’
* using R version 4.6.0 Patched (2026-04-24 r89963)
* 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: 2026-05-03 23:56:25 UTC
* using option ‘--no-vignettes’
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.28.0’
* 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 ‘1.28.0’
** 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 Patched (2026-04-24 r89963) -- "Because it was There"
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=-850.9
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-550.127
ELB improved by 300.774

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-488.084
ELB improved by 62.0424

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.498
ELB improved by 33.5858

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.788
ELB improved by 13.7098

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.996
ELB improved by 6.79219

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.16
ELB improved by 4.83595

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.837
ELB improved by 4.32334

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.57
ELB improved by 4.26738

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.268
ELB improved by 4.30174

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.044
ELB improved by 4.22347

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.164
ELB improved by 3.88086

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.939
ELB improved by 3.22494

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.54
ELB improved by 2.39872

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.9
ELB improved by 1.63951

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.819
ELB improved by 1.08105

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.104
ELB improved by 0.715585

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.618
ELB improved by 0.485594

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.275
ELB improved by 0.34305

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.021
ELB improved by 0.254587

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.823
ELB improved by 0.197805

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.663
ELB improved by 0.1593

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.532
ELB improved by 0.131736

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.421
ELB improved by 0.111128

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.325
ELB improved by 0.0951962

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.243
ELB improved by 0.0825497

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.171
ELB improved by 0.072296

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.107
ELB improved by 0.063838

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.05
ELB improved by 0.0567628

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.999
ELB improved by 0.050776

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.953
ELB improved by 0.045662

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.912
ELB improved by 0.0412586

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.875
ELB improved by 0.0374411

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.841
ELB improved by 0.0341119

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.809
ELB improved by 0.0311931

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.781
ELB improved by 0.028622

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.754
ELB improved by 0.0263475

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.73
ELB improved by 0.0243273

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.708
ELB improved by 0.0225266

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.687
ELB improved by 0.020916

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.667
ELB improved by 0.0194709

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.649
ELB improved by 0.0181705

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.632
ELB improved by 0.016997

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.616
ELB improved by 0.0159352

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.601
ELB improved by 0.0149722

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.587
ELB improved by 0.0140966

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.574
ELB improved by 0.0132988

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.561
ELB improved by 0.0125702

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.549
ELB improved by 0.0119034

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.538
ELB improved by 0.0112919

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.527
ELB improved by 0.01073

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.517
ELB improved by 0.0102128

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.507
ELB improved by 0.00973567

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-852.785
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-570.838
ELB improved by 281.947

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-509.842
ELB improved by 60.9957

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-474.787
ELB improved by 35.0548

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.083
ELB improved by 16.7044

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.482
ELB improved by 8.60089

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.47
ELB improved by 6.0122

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.102
ELB improved by 5.36817

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.548
ELB improved by 5.55357

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.785
ELB improved by 5.76341

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.419
ELB improved by 5.3659

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.085
ELB improved by 4.3337

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.925
ELB improved by 3.15985

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.737
ELB improved by 2.18803

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.249
ELB improved by 1.48804

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.21
ELB improved by 1.03946

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.44
ELB improved by 0.770071

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.832
ELB improved by 0.607677

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.327
ELB improved by 0.505097

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.892
ELB improved by 0.434975

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.511
ELB improved by 0.381169

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.176
ELB improved by 0.334495

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.885
ELB improved by 0.291615

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.631
ELB improved by 0.253496

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.409
ELB improved by 0.222077

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.211
ELB improved by 0.197746

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.032
ELB improved by 0.179351

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.867
ELB improved by 0.165324

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.712
ELB improved by 0.154402

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.566
ELB improved by 0.145769

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.427
ELB improved by 0.138983

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.294
ELB improved by 0.133887

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.163
ELB improved by 0.13059

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.033
ELB improved by 0.129533

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.902
ELB improved by 0.131654

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.763
ELB improved by 0.13868

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.61
ELB improved by 0.153389

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.431
ELB improved by 0.178919

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.216
ELB improved by 0.214641

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.967
ELB improved by 0.249032

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.702
ELB improved by 0.265088

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.44
ELB improved by 0.261748

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.189
ELB improved by 0.251284

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.948
ELB improved by 0.241238

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.715
ELB improved by 0.233228

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.487
ELB improved by 0.227384

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.263
ELB improved by 0.223822

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.041
ELB improved by 0.222744

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.816
ELB improved by 0.224397

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.587
ELB improved by 0.22909

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.35
ELB improved by 0.237264

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.1
ELB improved by 0.249624

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.833
ELB improved by 0.267338

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.541
ELB improved by 0.292394

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.212
ELB improved by 0.328251

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.831
ELB improved by 0.380953

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.371
ELB improved by 0.460207

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.797
ELB improved by 0.573737

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.104
ELB improved by 0.693032

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.376
ELB improved by 0.728014

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.724
ELB improved by 0.651917

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.19
ELB improved by 0.534823

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.769
ELB improved by 0.421026

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.445
ELB improved by 0.323327

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.2
ELB improved by 0.244752

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.016
ELB improved by 0.184106

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.878
ELB improved by 0.138232

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.774
ELB improved by 0.10368

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.697
ELB improved by 0.077614

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.639
ELB improved by 0.0579942

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.595
ELB improved by 0.0433643

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.563
ELB improved by 0.0325987

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.538
ELB improved by 0.0247734

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.519
ELB improved by 0.0191304

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.504
ELB improved by 0.0150706

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.492
ELB improved by 0.0121398

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.482
ELB improved by 0.0100055

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.473
ELB improved by 0.00843068

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-863.32
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-574.97
ELB improved by 288.35

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-514.645
ELB improved by 60.3254

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-474.342
ELB improved by 40.3026

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.518
ELB improved by 17.824

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.748
ELB improved by 7.76996

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.864
ELB improved by 4.88424

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.704
ELB improved by 4.15949

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.567
ELB improved by 4.13714

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.125
ELB improved by 4.44225

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.322
ELB improved by 4.80348

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.503
ELB improved by 4.8185

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.361
ELB improved by 4.14225

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.4
ELB improved by 2.96067

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.533
ELB improved by 1.86708

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.36
ELB improved by 1.17331

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.557
ELB improved by 0.803213

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.947
ELB improved by 0.609557

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.441
ELB improved by 0.505827

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.991
ELB improved by 0.450569

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.568
ELB improved by 0.422565

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.158
ELB improved by 0.410157

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.751
ELB improved by 0.406823

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.342
ELB improved by 0.408917

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.928
ELB improved by 0.414489

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.505
ELB improved by 0.4227

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.071
ELB improved by 0.43352

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.624
ELB improved by 0.447523

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.158
ELB improved by 0.465675

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.669
ELB improved by 0.489051

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.151
ELB improved by 0.518452

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.597
ELB improved by 0.553852

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.003
ELB improved by 0.593706

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.369
ELB improved by 0.63423

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.7
ELB improved by 0.669059

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.01
ELB improved by 0.689967

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.321
ELB improved by 0.689198

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.658
ELB improved by 0.662914

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.044
ELB improved by 0.613575

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.496
ELB improved by 0.548382

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.022
ELB improved by 0.473789

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.629
ELB improved by 0.392943

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.317
ELB improved by 0.311964

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.075
ELB improved by 0.242032

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.885
ELB improved by 0.19008

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.729
ELB improved by 0.156098

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.59
ELB improved by 0.138826

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.449
ELB improved by 0.140845

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.275
ELB improved by 0.173992

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.011
ELB improved by 0.264526

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.599
ELB improved by 0.411956

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.13
ELB improved by 0.468379

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.759
ELB improved by 0.37122

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.481
ELB improved by 0.27772

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.256
ELB improved by 0.225892

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.067
ELB improved by 0.188983

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.916
ELB improved by 0.150562

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.806
ELB improved by 0.109562

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.733
ELB improved by 0.0735353

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.685
ELB improved by 0.0475705

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.654
ELB improved by 0.031155

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.633
ELB improved by 0.0214625

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.617
ELB improved by 0.0158597

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.604
ELB improved by 0.0125544

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.594
ELB improved by 0.0104901

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.585
ELB improved by 0.00909455

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-881.296
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-588.345
ELB improved by 292.952

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-528.909
ELB improved by 59.4361

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-485.81
ELB improved by 43.0982

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.569
ELB improved by 21.2411

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.58
ELB improved by 8.98924

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.493
ELB improved by 5.08739

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.481
ELB improved by 4.01122

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.8
ELB improved by 3.68142

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.206
ELB improved by 3.59398

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.709
ELB improved by 3.49693

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.472
ELB improved by 3.2374

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.698
ELB improved by 2.77372

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.511
ELB improved by 2.18689

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.889
ELB improved by 1.62204

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.711
ELB improved by 1.17819

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.844
ELB improved by 0.866481

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.187
ELB improved by 0.657024

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.667
ELB improved by 0.519808

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.239
ELB improved by 0.428764

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.876
ELB improved by 0.362704

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.567
ELB improved by 0.308752

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.305
ELB improved by 0.262351

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.082
ELB improved by 0.223365

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.89
ELB improved by 0.191856

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.723
ELB improved by 0.16673

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.577
ELB improved by 0.146412

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.447
ELB improved by 0.129566

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.332
ELB improved by 0.115293

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.229
ELB improved by 0.103023

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.136
ELB improved by 0.0923869

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.053
ELB improved by 0.0831212

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.978
ELB improved by 0.0750201

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.91
ELB improved by 0.0679147

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.849
ELB improved by 0.0616625

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.792
ELB improved by 0.0561426

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.741
ELB improved by 0.0512521

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.694
ELB improved by 0.0469041

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.651
ELB improved by 0.0430249

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.612
ELB improved by 0.0395526

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.575
ELB improved by 0.0364345

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.542
ELB improved by 0.0336263

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.511
ELB improved by 0.0310902

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.482
ELB improved by 0.028794

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.455
ELB improved by 0.0267099

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.43
ELB improved by 0.0248143

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.407
ELB improved by 0.0230865

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.386
ELB improved by 0.0215085

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.366
ELB improved by 0.0200648

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.347
ELB improved by 0.0187416

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.329
ELB improved by 0.017527

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.313
ELB improved by 0.0164103

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.298
ELB improved by 0.0153822

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.283
ELB improved by 0.0144343

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.27
ELB improved by 0.0135593

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.257
ELB improved by 0.0127505

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.245
ELB improved by 0.012002

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.233
ELB improved by 0.0113085

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.223
ELB improved by 0.0106654

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.213
ELB improved by 0.0100683

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.203
ELB improved by 0.00951343

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  1.020   0.081   1.106 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0280.0060.035
getPIPs0.0260.0050.032
graper0.0440.0100.057
makeExampleData0.0040.0000.004
makeExampleDataWithUnequalGroups0.0040.0000.005
plotELBO0.1230.0070.131
plotGroupPenalties0.4210.0100.437
plotPosterior0.2110.0070.218
predict.graper1.0090.0251.035
print.graper0.0270.0040.030