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

This page was generated on 2026-01-06 11:35 -0500 (Tue, 06 Jan 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_64R Under development (unstable) (2025-12-22 r89219) -- "Unsuffered Consequences" 4815
kjohnson3macOS 13.7.7 Venturaarm64R Under development (unstable) (2025-11-04 r88984) -- "Unsuffered Consequences" 4593
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 915/2332HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.27.0  (landing page)
Britta Velten
Snapshot Date: 2026-01-05 13:40 -0500 (Mon, 05 Jan 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 -0500 (Wed, 29 Oct 2025)
nebbiolo1Linux (Ubuntu 24.04.3 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


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: 2026-01-05 20:13:45 -0500 (Mon, 05 Jan 2026)
EndedAt: 2026-01-05 20:14:18 -0500 (Mon, 05 Jan 2026)
EllapsedTime: 32.4 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 Under development (unstable) (2025-11-04 r88984)
* using platform: aarch64-apple-darwin20
* R was compiled by
    Apple clang version 16.0.0 (clang-1600.0.26.6)
    GNU Fortran (GCC) 14.2.0
* running under: macOS Ventura 13.7.8
* using session charset: UTF-8
* 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 15.0.0 (clang-1500.1.0.2.5)’
* used SDK: ‘MacOSX11.3.1.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-arm64/Resources/library’
* installing *source* package ‘graper’ ...
** this is package ‘graper’ version ‘1.27.0’
** using staged installation
** libs
using C++ compiler: ‘Apple clang version 15.0.0 (clang-1500.1.0.2.5)’
using SDK: ‘MacOSX11.3.1.sdk’
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/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++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/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++17 -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-arm64/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 Under development (unstable) (2025-11-04 r88984) -- "Unsuffered Consequences"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: aarch64-apple-darwin20

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=-884.366
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-573.597
ELB improved by 310.768

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-514.212
ELB improved by 59.3856

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-477.428
ELB improved by 36.7836

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.491
ELB improved by 15.9368

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.116
ELB improved by 7.37547

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.771
ELB improved by 5.34527

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.786
ELB improved by 4.98515

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.74
ELB improved by 5.04531

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.6
ELB improved by 5.14067

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.591
ELB improved by 5.00889

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.135
ELB improved by 4.45561

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.611
ELB improved by 3.52363

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.119
ELB improved by 2.4929

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.481
ELB improved by 1.63718

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.43
ELB improved by 1.05176

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.735
ELB improved by 0.694118

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.249
ELB improved by 0.486103

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.885
ELB improved by 0.364195

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.597
ELB improved by 0.288239

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.36
ELB improved by 0.236536

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.162
ELB improved by 0.198631

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.992
ELB improved by 0.169616

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.845
ELB improved by 0.146893

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.716
ELB improved by 0.128793

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.602
ELB improved by 0.114131

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.5
ELB improved by 0.102048

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.408
ELB improved by 0.0919294

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.325
ELB improved by 0.0833321

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.249
ELB improved by 0.0759333

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.18
ELB improved by 0.069491

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.116
ELB improved by 0.0638205

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.057
ELB improved by 0.0587777

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.003
ELB improved by 0.0542503

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.953
ELB improved by 0.0501505

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.906
ELB improved by 0.046411

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.863
ELB improved by 0.042981

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.823
ELB improved by 0.0398224

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.786
ELB improved by 0.0369075

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.752
ELB improved by 0.0342152

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.721
ELB improved by 0.0317291

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.691
ELB improved by 0.0294353

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.664
ELB improved by 0.0273215

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.638
ELB improved by 0.0253758

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.615
ELB improved by 0.0235868

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.593
ELB improved by 0.021943

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.572
ELB improved by 0.0204334

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.553
ELB improved by 0.0190473

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.536
ELB improved by 0.0177744

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.519
ELB improved by 0.0166051

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.504
ELB improved by 0.0155301

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.489
ELB improved by 0.0145413

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.475
ELB improved by 0.0136308

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.463
ELB improved by 0.0127917

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.451
ELB improved by 0.0120175

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.439
ELB improved by 0.0113025

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.429
ELB improved by 0.0106414

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.419
ELB improved by 0.0100294

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.409
ELB improved by 0.00946242

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-885.466
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-564.821
ELB improved by 320.645

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-507.927
ELB improved by 56.8942

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-477.402
ELB improved by 30.5248

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-463.643
ELB improved by 13.7592

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.992
ELB improved by 7.65095

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.05
ELB improved by 6.94208

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.259
ELB improved by 7.7909

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.449
ELB improved by 8.8094

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.778
ELB improved by 8.671

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.865
ELB improved by 6.91343

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.148
ELB improved by 4.71741

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.929
ELB improved by 3.21847

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.457
ELB improved by 2.47243

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.573
ELB improved by 1.88362

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.264
ELB improved by 1.30917

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.313
ELB improved by 0.950739

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.552
ELB improved by 0.761401

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.889
ELB improved by 0.662719

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.271
ELB improved by 0.617793

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.656
ELB improved by 0.614862

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.004
ELB improved by 0.652584

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.292
ELB improved by 0.712161

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.554
ELB improved by 0.737755

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.84
ELB improved by 0.713977

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.159
ELB improved by 0.680794

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.506
ELB improved by 0.652748

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.879
ELB improved by 0.627002

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.277
ELB improved by 0.602713

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.694
ELB improved by 0.582329

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.124
ELB improved by 0.570308

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.551
ELB improved by 0.573026

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.951
ELB improved by 0.600189

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.285
ELB improved by 0.66592

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.508
ELB improved by 0.77717

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.613
ELB improved by 0.894693

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.658
ELB improved by 0.954604

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.69
ELB improved by 0.96807

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.724
ELB improved by 0.966376

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.774
ELB improved by 0.949984

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.861
ELB improved by 0.912505

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.005
ELB improved by 0.856351

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.212
ELB improved by 0.792873

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.484
ELB improved by 0.728304

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.837
ELB improved by 0.647257

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.312
ELB improved by 0.524477

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.935
ELB improved by 0.377079

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.684
ELB improved by 0.251499

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.519
ELB improved by 0.164535

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.41
ELB improved by 0.108808

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.337
ELB improved by 0.0737392

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.285
ELB improved by 0.0515688

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.248
ELB improved by 0.0373478

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.22
ELB improved by 0.0280424

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.198
ELB improved by 0.0218086

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.18
ELB improved by 0.0175215

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.166
ELB improved by 0.0144888

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.153
ELB improved by 0.0122798

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.143
ELB improved by 0.0106231

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.133
ELB improved by 0.00934528

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-869.577
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-594.16
ELB improved by 275.418

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-534.844
ELB improved by 59.316

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-490.602
ELB improved by 44.2419

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-466.943
ELB improved by 23.6583

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.61
ELB improved by 9.33378

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.038
ELB improved by 4.57193

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.654
ELB improved by 3.38358

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.685
ELB improved by 2.96868

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.852
ELB improved by 2.83297

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.118
ELB improved by 2.73485

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.571
ELB improved by 2.54617

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.332
ELB improved by 2.23939

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.462
ELB improved by 1.87049

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.941
ELB improved by 1.52088

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.714
ELB improved by 1.22634

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.747
ELB improved by 0.966879

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.019
ELB improved by 0.728614

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.487
ELB improved by 0.531502

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.098
ELB improved by 0.389674

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.802
ELB improved by 0.295315

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.569
ELB improved by 0.233355

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.377
ELB improved by 0.191656

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.215
ELB improved by 0.162503

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.074
ELB improved by 0.141322

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.948
ELB improved by 0.125413

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.835
ELB improved by 0.113134

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.732
ELB improved by 0.103459

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.636
ELB improved by 0.0957211

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.546
ELB improved by 0.0894732

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.462
ELB improved by 0.0844077

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.382
ELB improved by 0.080306

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.305
ELB improved by 0.0770098

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.23
ELB improved by 0.0744015

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.158
ELB improved by 0.0723925

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.087
ELB improved by 0.0709156

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.017
ELB improved by 0.0699193

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.948
ELB improved by 0.0693647

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.878
ELB improved by 0.0692227

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.809
ELB improved by 0.0694727

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.739
ELB improved by 0.0701011

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.668
ELB improved by 0.0711007

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.595
ELB improved by 0.0724701

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.521
ELB improved by 0.0742134

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.445
ELB improved by 0.0763395

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.366
ELB improved by 0.0788619

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.284
ELB improved by 0.0817982

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.199
ELB improved by 0.0851688

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.11
ELB improved by 0.0889962

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.017
ELB improved by 0.0933034

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.918
ELB improved by 0.0981127

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.815
ELB improved by 0.103445

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.706
ELB improved by 0.109319

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.59
ELB improved by 0.115754

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.467
ELB improved by 0.122772

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.337
ELB improved by 0.130405

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.198
ELB improved by 0.138699

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.05
ELB improved by 0.147722

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.893
ELB improved by 0.15757

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.724
ELB improved by 0.168371

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.544
ELB improved by 0.180283

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.351
ELB improved by 0.193484

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.142
ELB improved by 0.208165

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.918
ELB improved by 0.224502

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.675
ELB improved by 0.24264

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.413
ELB improved by 0.26266

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.128
ELB improved by 0.284535

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.82
ELB improved by 0.307997

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.488
ELB improved by 0.332135

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.133
ELB improved by 0.354543

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.763
ELB improved by 0.370259

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.391
ELB improved by 0.372263

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.035
ELB improved by 0.355506

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.714
ELB improved by 0.321386

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.437
ELB improved by 0.276809

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.208
ELB improved by 0.229562

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.022
ELB improved by 0.185356

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.875
ELB improved by 0.147245

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.759
ELB improved by 0.116117

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.667
ELB improved by 0.0915076

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.595
ELB improved by 0.0723606

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.538
ELB improved by 0.0575215

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.492
ELB improved by 0.045983

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.455
ELB improved by 0.0369604

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.425
ELB improved by 0.0298767

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.4
ELB improved by 0.0243124

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.38
ELB improved by 0.0199538

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.364
ELB improved by 0.0165549

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.35
ELB improved by 0.0139153

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.338
ELB improved by 0.0118694

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.328
ELB improved by 0.0102819

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.319
ELB improved by 0.00904417

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-870.501
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-581.42
ELB improved by 289.081

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-522.336
ELB improved by 59.0842

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-485.765
ELB improved by 36.5705

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-471.018
ELB improved by 14.7475

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.658
ELB improved by 6.36017

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.167
ELB improved by 4.49022

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.217
ELB improved by 3.95007

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.421
ELB improved by 3.79585

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.704
ELB improved by 3.71772

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.181
ELB improved by 3.52321

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.06
ELB improved by 3.1209

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.502
ELB improved by 2.55754

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.537
ELB improved by 1.96463

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.094
ELB improved by 1.44386

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.059
ELB improved by 1.03477

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.317
ELB improved by 0.741632

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.771
ELB improved by 0.54589

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.353
ELB improved by 0.418782

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.018
ELB improved by 0.334978

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.74
ELB improved by 0.277313

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.505
ELB improved by 0.235535

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.301
ELB improved by 0.203798

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.122
ELB improved by 0.178757

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.964
ELB improved by 0.15843

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.822
ELB improved by 0.141585

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.695
ELB improved by 0.12741

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.579
ELB improved by 0.115342

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.474
ELB improved by 0.104974

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.378
ELB improved by 0.0959957

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.29
ELB improved by 0.0881695

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.209
ELB improved by 0.0813063

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.134
ELB improved by 0.0752542

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.064
ELB improved by 0.0698895

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.999
ELB improved by 0.0651105

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.938
ELB improved by 0.0608332

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.881
ELB improved by 0.0569871

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.827
ELB improved by 0.0535134

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.777
ELB improved by 0.0503623

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.729
ELB improved by 0.0474915

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.685
ELB improved by 0.0448654

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.642
ELB improved by 0.0424533

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.602
ELB improved by 0.0402291

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.564
ELB improved by 0.0381705

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.527
ELB improved by 0.0362583

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.493
ELB improved by 0.034476

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.46
ELB improved by 0.0328096

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.429
ELB improved by 0.0312468

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.399
ELB improved by 0.0297773

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.371
ELB improved by 0.0283921

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.344
ELB improved by 0.0270836

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.318
ELB improved by 0.0258451

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.293
ELB improved by 0.0246709

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.27
ELB improved by 0.0235562

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.247
ELB improved by 0.0224966

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.226
ELB improved by 0.0214885

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.205
ELB improved by 0.0205286

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.186
ELB improved by 0.0196141

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.167
ELB improved by 0.0187424

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.149
ELB improved by 0.0179114

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.132
ELB improved by 0.017119

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.115
ELB improved by 0.0163632

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.1
ELB improved by 0.0156424

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.085
ELB improved by 0.0149551

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.07
ELB improved by 0.0142996

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.057
ELB improved by 0.0136746

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.044
ELB improved by 0.0130789

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.031
ELB improved by 0.012511

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.019
ELB improved by 0.0119698

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.008
ELB improved by 0.0114541

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.997
ELB improved by 0.0109629

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.986
ELB improved by 0.0104949

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.976
ELB improved by 0.0100493

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.967
ELB improved by 0.00962492

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  1.131   0.098   1.253 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0130.0060.021
getPIPs0.0120.0050.017
graper0.0180.0090.028
makeExampleData0.0010.0000.002
makeExampleDataWithUnequalGroups0.0020.0010.002
plotELBO0.1210.0080.130
plotGroupPenalties0.3560.0080.394
plotPosterior0.3090.0140.342
predict.graper0.2180.0310.262
print.graper0.0110.0050.016