Back to Multiple platform build/check report for BioC 3.24:   simplified   long
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This page was generated on 2026-05-19 12:54 -0400 (Tue, 19 May 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.4 LTS)x86_644.6.0 RC (2026-04-17 r89917) -- "Because it was There" 4898
kjohnson3macOS 13.7.7 Venturaarm644.6.0 Patched (2026-05-01 r89994) -- "Because it was There" 4617
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 932/2377HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.29.0  (landing page)
Britta Velten
Snapshot Date: 2026-05-18 13:45 -0400 (Mon, 18 May 2026)
git_url: https://git.bioconductor.org/packages/graper
git_branch: devel
git_last_commit: ba611e2
git_last_commit_date: 2026-04-28 08:49:19 -0400 (Tue, 28 Apr 2026)
nebbiolo2Linux (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  YES
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: 1.29.0
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_1.29.0.tar.gz
StartedAt: 2026-05-18 21:54:24 -0400 (Mon, 18 May 2026)
EndedAt: 2026-05-18 21:54:54 -0400 (Mon, 18 May 2026)
EllapsedTime: 29.4 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_1.29.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/Users/biocbuild/bbs-3.24-bioc/meat/graper.Rcheck’
* using R version 4.6.0 Patched (2026-05-01 r89994)
* 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: 2026-05-19 01:54:24 UTC
* using option ‘--no-vignettes’
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.29.0’
* 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-3.24-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 ‘1.29.0’
** 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 (2026-05-01 r89994) -- "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=-831.495
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-561.88
ELB improved by 269.615

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-504.168
ELB improved by 57.712

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-467.028
ELB improved by 37.1401

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.466
ELB improved by 17.5616

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.69
ELB improved by 7.77627

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.433
ELB improved by 4.25676

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.442
ELB improved by 2.99108

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.933
ELB improved by 2.50965

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.682
ELB improved by 2.25076

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.641
ELB improved by 2.04059

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.805
ELB improved by 1.83623

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.175
ELB improved by 1.62976

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.752
ELB improved by 1.42334

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.529
ELB improved by 1.22262

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.495
ELB improved by 1.03396

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.633
ELB improved by 0.862657

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.921
ELB improved by 0.711926

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.338
ELB improved by 0.582817

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.863
ELB improved by 0.474699

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.477
ELB improved by 0.385923

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.163
ELB improved by 0.314298

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.906
ELB improved by 0.257352

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.693
ELB improved by 0.212516

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.516
ELB improved by 0.177335

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.366
ELB improved by 0.149648

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.238
ELB improved by 0.127688

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.128
ELB improved by 0.110081

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.033
ELB improved by 0.0957945

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.949
ELB improved by 0.0840623

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.874
ELB improved by 0.0743167

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.808
ELB improved by 0.066134

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.749
ELB improved by 0.059195

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.696
ELB improved by 0.0532565

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.648
ELB improved by 0.0481312

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.604
ELB improved by 0.0436738

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.564
ELB improved by 0.0397704

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.528
ELB improved by 0.0363305

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.494
ELB improved by 0.0332823

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.464
ELB improved by 0.0305675

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.436
ELB improved by 0.0281388

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.41
ELB improved by 0.0259575

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.386
ELB improved by 0.0239913

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.364
ELB improved by 0.0222134

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.343
ELB improved by 0.0206011

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.324
ELB improved by 0.0191351

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.306
ELB improved by 0.0177991

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.289
ELB improved by 0.0165789

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.274
ELB improved by 0.0154623

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.26
ELB improved by 0.0144386

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.246
ELB improved by 0.0134985

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.233
ELB improved by 0.0126338

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.222
ELB improved by 0.0118374

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.211
ELB improved by 0.0111027

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.2
ELB improved by 0.0104242

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.19
ELB improved by 0.00979681

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-839.44
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-547.58
ELB improved by 291.86

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-487.026
ELB improved by 60.554

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.058
ELB improved by 30.9675

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.158
ELB improved by 11.9001

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.124
ELB improved by 6.0341

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.986
ELB improved by 4.13809

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.343
ELB improved by 3.6431

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.709
ELB improved by 3.63334

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.897
ELB improved by 3.8121

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.861
ELB improved by 4.03609

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.794
ELB improved by 4.06766

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.141
ELB improved by 3.65312

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.323
ELB improved by 2.81761

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.421
ELB improved by 1.90162

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.216
ELB improved by 1.20517

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.436
ELB improved by 0.78008

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.893
ELB improved by 0.543173

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.483
ELB improved by 0.410176

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.152
ELB improved by 0.330672

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.873
ELB improved by 0.279228

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.629
ELB improved by 0.243505

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.412
ELB improved by 0.217355

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.214
ELB improved by 0.197513

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.032
ELB improved by 0.182109

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.862
ELB improved by 0.169979

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.702
ELB improved by 0.160354

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.549
ELB improved by 0.152692

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.403
ELB improved by 0.146605

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.261
ELB improved by 0.141805

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.123
ELB improved by 0.138079

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.988
ELB improved by 0.135275

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.854
ELB improved by 0.133288

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.722
ELB improved by 0.132057

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.591
ELB improved by 0.131557

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.459
ELB improved by 0.1318

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.326
ELB improved by 0.132832

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.191
ELB improved by 0.134733

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.054
ELB improved by 0.137625

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.912
ELB improved by 0.141673

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.765
ELB improved by 0.1471

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.611
ELB improved by 0.154203

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.447
ELB improved by 0.163384

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.272
ELB improved by 0.17519

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.082
ELB improved by 0.190373

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.872
ELB improved by 0.209965

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.636
ELB improved by 0.235328

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.368
ELB improved by 0.268066

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.059
ELB improved by 0.30952

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.699
ELB improved by 0.359408

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.286
ELB improved by 0.4136

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.823
ELB improved by 0.462424

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.331
ELB improved by 0.492031

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.841
ELB improved by 0.490557

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.384
ELB improved by 0.456879

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.982
ELB improved by 0.401654

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.644
ELB improved by 0.338413

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.367
ELB improved by 0.276995

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.144
ELB improved by 0.222771

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.966
ELB improved by 0.177728

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.825
ELB improved by 0.141729

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.711
ELB improved by 0.113593

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.619
ELB improved by 0.0918257

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.544
ELB improved by 0.0750102

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.482
ELB improved by 0.0619592

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.431
ELB improved by 0.0517412

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.387
ELB improved by 0.0436525

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.35
ELB improved by 0.0371727

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.318
ELB improved by 0.0319206

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.29
ELB improved by 0.0276181

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.266
ELB improved by 0.0240603

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.245
ELB improved by 0.0210948

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.226
ELB improved by 0.0186062

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.21
ELB improved by 0.0165051

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.195
ELB improved by 0.0147218

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.182
ELB improved by 0.0132004

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.17
ELB improved by 0.0118963

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.159
ELB improved by 0.0107733

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.149
ELB improved by 0.00980175

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-871.548
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-577.017
ELB improved by 294.532

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-515.637
ELB improved by 61.3797

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-473.711
ELB improved by 41.926

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.021
ELB improved by 18.6896

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.732
ELB improved by 7.28943

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.39
ELB improved by 4.34195

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.819
ELB improved by 3.57045

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.432
ELB improved by 3.38717

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.984
ELB improved by 3.44829

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.344
ELB improved by 3.63958

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.391
ELB improved by 3.95317

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.974
ELB improved by 4.41713

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.006
ELB improved by 4.96813

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.677
ELB improved by 5.32927

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.57
ELB improved by 5.10709

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.399
ELB improved by 4.17074

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.442
ELB improved by 2.95652

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.459
ELB improved by 1.98357

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.096
ELB improved by 1.36266

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.112
ELB improved by 0.983735

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.386
ELB improved by 0.726167

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.853
ELB improved by 0.533684

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.453
ELB improved by 0.39948

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.139
ELB improved by 0.313644

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.88
ELB improved by 0.259065

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.658
ELB improved by 0.222902

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.46
ELB improved by 0.197888

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.279
ELB improved by 0.18017

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.112
ELB improved by 0.167677

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.953
ELB improved by 0.159262

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.798
ELB improved by 0.154284

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.646
ELB improved by 0.152401

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.492
ELB improved by 0.153472

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.335
ELB improved by 0.157487

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.17
ELB improved by 0.164522

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.996
ELB improved by 0.174685

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.808
ELB improved by 0.188059

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.603
ELB improved by 0.204632

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.379
ELB improved by 0.224248

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.132
ELB improved by 0.246598

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.861
ELB improved by 0.271252

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.563
ELB improved by 0.297678

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.238
ELB improved by 0.32519

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.885
ELB improved by 0.352753

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.507
ELB improved by 0.378718

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.106
ELB improved by 0.400619

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.691
ELB improved by 0.415257

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.271
ELB improved by 0.419252

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.861
ELB improved by 0.410043

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.474
ELB improved by 0.38698

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.122
ELB improved by 0.351938

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.813
ELB improved by 0.30899

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.55
ELB improved by 0.263197

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.331
ELB improved by 0.219175

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.151
ELB improved by 0.18014

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.003
ELB improved by 0.147708

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.881
ELB improved by 0.122221

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.778
ELB improved by 0.103185

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.688
ELB improved by 0.0895621

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.608
ELB improved by 0.0799111

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.536
ELB improved by 0.0725178

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.47
ELB improved by 0.0657273

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.412
ELB improved by 0.0584653

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.361
ELB improved by 0.0505748

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.318
ELB improved by 0.0426173

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.283
ELB improved by 0.0353184

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.254
ELB improved by 0.0291437

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.23
ELB improved by 0.0242127

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.209
ELB improved by 0.0204145

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.192
ELB improved by 0.0175484

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.176
ELB improved by 0.015411

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.163
ELB improved by 0.013833

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.15
ELB improved by 0.0126866

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.138
ELB improved by 0.0118812

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.127
ELB improved by 0.0113557

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.116
ELB improved by 0.0110725

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.105
ELB improved by 0.0110114

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.093
ELB improved by 0.0111658

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.082
ELB improved by 0.0115369

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.07
ELB improved by 0.0121275

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.057
ELB improved by 0.0129293

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.043
ELB improved by 0.0139048

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.028
ELB improved by 0.0149643

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.012
ELB improved by 0.0159464

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.995
ELB improved by 0.0166261

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.979
ELB improved by 0.0167714

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.962
ELB improved by 0.0162444

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.947
ELB improved by 0.0150865

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.934
ELB improved by 0.0135127

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.922
ELB improved by 0.0118094

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.912
ELB improved by 0.0102133

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.903
ELB improved by 0.00885249

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-892.489
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-591.496
ELB improved by 300.993

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-535.168
ELB improved by 56.3289

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-498.59
ELB improved by 36.5774

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-479.329
ELB improved by 19.2606

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-467.146
ELB improved by 12.1839

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.003
ELB improved by 11.1424

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.165
ELB improved by 10.8383

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.405
ELB improved by 8.76005

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.364
ELB improved by 6.04054

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.455
ELB improved by 3.90882

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.917
ELB improved by 2.5382

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.181
ELB improved by 1.73593

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.919
ELB improved by 1.26273

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.966
ELB improved by 0.952506

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.214
ELB improved by 0.751827

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.573
ELB improved by 0.641303

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.97
ELB improved by 0.60246

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.351
ELB improved by 0.619718

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.674
ELB improved by 0.67678

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.893
ELB improved by 0.781389

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.967
ELB improved by 0.925521

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.954
ELB improved by 1.01302

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.872
ELB improved by 1.08249

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.59
ELB improved by 1.2814

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.009
ELB improved by 1.58157

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.191
ELB improved by 1.81787

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.159
ELB improved by 2.03194

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.849
ELB improved by 2.30929

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.214
ELB improved by 2.63585

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.268
ELB improved by 2.9455

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.177
ELB improved by 3.0914

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.281
ELB improved by 2.89594

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.871
ELB improved by 2.40945

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.973
ELB improved by 1.89866

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.486
ELB improved by 1.48632

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.383
ELB improved by 1.10327

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.588
ELB improved by 0.794915

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.004
ELB improved by 0.584198

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.589
ELB improved by 0.415177

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.296
ELB improved by 0.293111

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.059
ELB improved by 0.237161

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.82
ELB improved by 0.238349

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.555
ELB improved by 0.265229

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.306
ELB improved by 0.249366

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.134
ELB improved by 0.171621

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.033
ELB improved by 0.100785

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.97
ELB improved by 0.0628873

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.926
ELB improved by 0.0445345

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.891
ELB improved by 0.0346825

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.862
ELB improved by 0.0285862

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.838
ELB improved by 0.0243541

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.817
ELB improved by 0.0211739

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.798
ELB improved by 0.0186582

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.782
ELB improved by 0.0166017

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.767
ELB improved by 0.0148844

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.753
ELB improved by 0.0134294

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.741
ELB improved by 0.0121842

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.73
ELB improved by 0.0111101

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.72
ELB improved by 0.0101779

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.711
ELB improved by 0.00936459

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  1.027   0.079   1.110 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0290.0050.033
getPIPs0.0260.0040.030
graper0.0440.0060.050
makeExampleData0.0040.0010.004
makeExampleDataWithUnequalGroups0.0050.0000.005
plotELBO0.1230.0060.129
plotGroupPenalties0.3270.0050.333
plotPosterior0.2500.0040.256
predict.graper1.0110.0261.038
print.graper0.0260.0040.031