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This page was generated on 2025-10-30 12:35 -0400 (Thu, 30 Oct 2025).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.3 LTS)x86_644.5.1 Patched (2025-08-23 r88802) -- "Great Square Root" 4901
lconwaymacOS 12.7.6 Montereyx86_644.5.1 Patched (2025-09-10 r88807) -- "Great Square Root" 4691
kjohnson3macOS 13.7.7 Venturaarm644.5.1 Patched (2025-09-10 r88807) -- "Great Square Root" 4637
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 922/2361HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.26.0  (landing page)
Britta Velten
Snapshot Date: 2025-10-29 19:52 -0400 (Wed, 29 Oct 2025)
git_url: https://git.bioconductor.org/packages/graper
git_branch: RELEASE_3_22
git_last_commit: 76fc31b
git_last_commit_date: 2025-10-29 10:49:21 -0400 (Wed, 29 Oct 2025)
nebbiolo2Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
lconwaymacOS 12.7.6 Monterey / x86_64  OK    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 lconway

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: 1.26.0
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_1.26.0.tar.gz
StartedAt: 2025-10-30 04:23:56 -0400 (Thu, 30 Oct 2025)
EndedAt: 2025-10-30 04:25:15 -0400 (Thu, 30 Oct 2025)
EllapsedTime: 79.0 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_1.26.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/Users/biocbuild/bbs-3.22-bioc/meat/graper.Rcheck’
* using R version 4.5.1 Patched (2025-09-10 r88807)
* using platform: x86_64-apple-darwin20
* R was compiled by
    Apple clang version 14.0.0 (clang-1400.0.29.202)
    GNU Fortran (GCC) 14.2.0
* running under: macOS Monterey 12.7.6
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.26.0’
* 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 14.0.0 (clang-1400.0.29.202)’
* 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 ... NOTE
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: 2 NOTEs
See
  ‘/Users/biocbuild/bbs-3.22-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/4.5-x86_64/Resources/library’
* installing *source* package ‘graper’ ...
** this is package ‘graper’ version ‘1.26.0’
** using staged installation
** libs
using C++ compiler: ‘Apple clang version 14.0.0 (clang-1400.0.29.202)’
using SDK: ‘MacOSX11.3.1.sdk’
clang++ -arch x86_64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/BH/include' -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c RcppExports.cpp -o RcppExports.o
clang++ -arch x86_64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/BH/include' -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c fit_graper.cpp -o fit_graper.o
clang++ -arch x86_64 -std=gnu++17 -dynamiclib -Wl,-headerpad_max_install_names -undefined dynamic_lookup -L/Library/Frameworks/R.framework/Resources/lib -L/opt/R/x86_64/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/x86_64-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/4.5-x86_64/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 4.5.1 Patched (2025-09-10 r88807) -- "Great Square Root"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: x86_64-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=-846.231
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-585.599
ELB improved by 260.632

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-525.454
ELB improved by 60.1449

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-481.198
ELB improved by 44.2555

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.047
ELB improved by 24.1511

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.422
ELB improved by 10.6254

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.987
ELB improved by 5.4349

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.158
ELB improved by 3.82895

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.909
ELB improved by 3.24931

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.976
ELB improved by 2.93316

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.339
ELB improved by 2.63622

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.057
ELB improved by 2.28251

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.178
ELB improved by 1.87898

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.707
ELB improved by 1.47116

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.598
ELB improved by 1.10855

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.777
ELB improved by 0.821423

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.163
ELB improved by 0.613655

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.692
ELB improved by 0.471188

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.317
ELB improved by 0.375138

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.007
ELB improved by 0.309668

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.743
ELB improved by 0.263902

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.512
ELB improved by 0.231041

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.305
ELB improved by 0.206969

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.116
ELB improved by 0.189191

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.94
ELB improved by 0.176164

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.773
ELB improved by 0.166914

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.612
ELB improved by 0.16083

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.454
ELB improved by 0.157543

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.298
ELB improved by 0.156867

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.139
ELB improved by 0.158765

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.976
ELB improved by 0.163332

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.805
ELB improved by 0.170804

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.623
ELB improved by 0.181565

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.427
ELB improved by 0.196177

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.212
ELB improved by 0.215417

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.971
ELB improved by 0.240328

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.699
ELB improved by 0.272286

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.386
ELB improved by 0.313078

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.021
ELB improved by 0.365003

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.59
ELB improved by 0.431001

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.075
ELB improved by 0.514819

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.454
ELB improved by 0.621119

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.699
ELB improved by 0.755128

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.778
ELB improved by 0.92055

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.664
ELB improved by 1.11381

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.349
ELB improved by 1.31568

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.861
ELB improved by 1.48788

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.277
ELB improved by 1.58412

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.692
ELB improved by 1.58495

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.149
ELB improved by 1.54307

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.594
ELB improved by 1.55474

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.072
ELB improved by 1.52228

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.805
ELB improved by 1.26673

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.85
ELB improved by 0.955266

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.176
ELB improved by 0.673495

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.743
ELB improved by 0.43291

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.48
ELB improved by 0.262887

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.315
ELB improved by 0.164996

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.202
ELB improved by 0.112954

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.118
ELB improved by 0.0842481

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.051
ELB improved by 0.0669188

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.996
ELB improved by 0.0553912

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.949
ELB improved by 0.0470893

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.908
ELB improved by 0.0407641

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.872
ELB improved by 0.0357622

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.841
ELB improved by 0.0317134

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.812
ELB improved by 0.028394

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.787
ELB improved by 0.025662

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.763
ELB improved by 0.0234264

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.741
ELB improved by 0.0216302

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.721
ELB improved by 0.020243

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.702
ELB improved by 0.0192564

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.683
ELB improved by 0.0186808

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.665
ELB improved by 0.0185402

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.646
ELB improved by 0.0188569

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.626
ELB improved by 0.0196199

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.606
ELB improved by 0.0207265

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.584
ELB improved by 0.0219096

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.561
ELB improved by 0.0227049

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.538
ELB improved by 0.0225609

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.517
ELB improved by 0.0211273

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.499
ELB improved by 0.0185349

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.483
ELB improved by 0.0153634

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.471
ELB improved by 0.0122893

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.461
ELB improved by 0.0097506

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-869.103
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-575.819
ELB improved by 293.284

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-516.391
ELB improved by 59.4283

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-480.541
ELB improved by 35.8506

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-465.156
ELB improved by 15.3851

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.213
ELB improved by 6.94297

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.637
ELB improved by 4.57508

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.765
ELB improved by 3.87249

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.019
ELB improved by 3.74635

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.149
ELB improved by 3.8696

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.078
ELB improved by 4.07138

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.912
ELB improved by 4.1661

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.971
ELB improved by 3.94066

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.632
ELB improved by 3.33861

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.05
ELB improved by 2.58239

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.108
ELB improved by 1.94144

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.637
ELB improved by 1.47126

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.539
ELB improved by 1.09839

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.743
ELB improved by 0.796193

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.166
ELB improved by 0.576094

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.734
ELB improved by 0.432015

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.393
ELB improved by 0.341508

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.11
ELB improved by 0.282949

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.868
ELB improved by 0.241989

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.657
ELB improved by 0.21069

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.472
ELB improved by 0.185195

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.308
ELB improved by 0.163854

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.162
ELB improved by 0.145995

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.031
ELB improved by 0.13123

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.912
ELB improved by 0.119189

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.802
ELB improved by 0.109469

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.701
ELB improved by 0.101683

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.605
ELB improved by 0.095494

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.515
ELB improved by 0.0906276

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.428
ELB improved by 0.0868738

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.344
ELB improved by 0.084076

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.262
ELB improved by 0.08212

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.181
ELB improved by 0.0809259

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.1
ELB improved by 0.0804419

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.02
ELB improved by 0.0806404

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.938
ELB improved by 0.0815157

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.855
ELB improved by 0.0830842

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.77
ELB improved by 0.0853845

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.681
ELB improved by 0.0884803

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.589
ELB improved by 0.0924628

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.491
ELB improved by 0.0974559

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.388
ELB improved by 0.103621

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.276
ELB improved by 0.111164

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.156
ELB improved by 0.120341

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.025
ELB improved by 0.131463

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.88
ELB improved by 0.144901

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.719
ELB improved by 0.161078

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.538
ELB improved by 0.180459

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.335
ELB improved by 0.203519

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.104
ELB improved by 0.230699

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.842
ELB improved by 0.262339

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.543
ELB improved by 0.298618

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.203
ELB improved by 0.339498

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.819
ELB improved by 0.384694

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.385
ELB improved by 0.433639

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.9
ELB improved by 0.485338

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.362
ELB improved by 0.538062

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.772
ELB improved by 0.589259

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.135
ELB improved by 0.637091

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.45
ELB improved by 0.685417

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.699
ELB improved by 0.750534

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.848
ELB improved by 0.850938

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.912
ELB improved by 0.936757

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.019
ELB improved by 0.892835

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.271
ELB improved by 0.748074

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.675
ELB improved by 0.596188

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.193
ELB improved by 0.481671

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.78
ELB improved by 0.413439

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.418
ELB improved by 0.361068

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.133
ELB improved by 0.285055

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.937
ELB improved by 0.195955

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.811
ELB improved by 0.126736

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.727
ELB improved by 0.0837307

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.668
ELB improved by 0.058477

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.625
ELB improved by 0.0432188

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.592
ELB improved by 0.0334357

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.565
ELB improved by 0.0267677

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.543
ELB improved by 0.0219844

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.525
ELB improved by 0.0184122

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.509
ELB improved by 0.0156584

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.496
ELB improved by 0.0134805

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.484
ELB improved by 0.0117218

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.474
ELB improved by 0.0102778

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.464
ELB improved by 0.0090768

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-870.128
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-560.35
ELB improved by 309.778

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-497.938
ELB improved by 62.412

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.135
ELB improved by 36.8027

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.087
ELB improved by 14.0489

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.149
ELB improved by 5.93724

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.332
ELB improved by 3.81699

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.23
ELB improved by 3.1026

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.276
ELB improved by 2.95344

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.186
ELB improved by 3.09011

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.771
ELB improved by 3.41551

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.906
ELB improved by 3.86504

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.615
ELB improved by 4.29094

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.199
ELB improved by 4.4158

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.161
ELB improved by 4.0382

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.8
ELB improved by 3.36045

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.012
ELB improved by 2.78804

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.579
ELB improved by 2.43351

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.404
ELB improved by 2.17492

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.423
ELB improved by 1.98084

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.565
ELB improved by 1.85829

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.767
ELB improved by 1.79742

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.982
ELB improved by 1.78545

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.179
ELB improved by 1.80272

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.359
ELB improved by 1.82017

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.553
ELB improved by 1.80537

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.822
ELB improved by 1.73165

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.231
ELB improved by 1.59044

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.828
ELB improved by 1.40306

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.621
ELB improved by 1.207

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.601
ELB improved by 1.02041

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.763
ELB improved by 0.83836

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.098
ELB improved by 0.664965

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.575
ELB improved by 0.522279

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.144
ELB improved by 0.430973

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.75
ELB improved by 0.393891

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.359
ELB improved by 0.391414

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.976
ELB improved by 0.382833

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.643
ELB improved by 0.332764

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.391
ELB improved by 0.252076

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.215
ELB improved by 0.176317

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.093
ELB improved by 0.121824

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.007
ELB improved by 0.0866366

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.942
ELB improved by 0.0644213

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.892
ELB improved by 0.050098

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.852
ELB improved by 0.0404621

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.818
ELB improved by 0.0336428

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.789
ELB improved by 0.0285722

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.765
ELB improved by 0.0246389

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.743
ELB improved by 0.0214854

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.724
ELB improved by 0.018895

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.708
ELB improved by 0.0167304

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.693
ELB improved by 0.0148996

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.679
ELB improved by 0.0133378

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.667
ELB improved by 0.0119971

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.657
ELB improved by 0.0108407

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.647
ELB improved by 0.00983925

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-877.403
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-571.029
ELB improved by 306.374

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-502.988
ELB improved by 68.0407

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.047
ELB improved by 41.9415

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.192
ELB improved by 17.855

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.151
ELB improved by 8.04021

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.822
ELB improved by 5.32932

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.44
ELB improved by 4.38191

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.389
ELB improved by 4.05124

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.457
ELB improved by 3.93177

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.637
ELB improved by 3.81993

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.029
ELB improved by 3.60798

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.8
ELB improved by 3.22902

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.113
ELB improved by 2.68742

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.036
ELB improved by 2.07644

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.521
ELB improved by 1.51542

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.443
ELB improved by 1.0779

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.673
ELB improved by 0.769966

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.115
ELB improved by 0.558617

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.703
ELB improved by 0.411219

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.395
ELB improved by 0.308269

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.158
ELB improved by 0.237347

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.969
ELB improved by 0.188684

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.814
ELB improved by 0.15476

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.684
ELB improved by 0.130367

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.572
ELB improved by 0.112162

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.474
ELB improved by 0.098074

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.387
ELB improved by 0.0868211

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.309
ELB improved by 0.0775941

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.239
ELB improved by 0.069866

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.176
ELB improved by 0.0632824

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.119
ELB improved by 0.0575968

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.066
ELB improved by 0.0526324

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.018
ELB improved by 0.048259

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.973
ELB improved by 0.044378

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.932
ELB improved by 0.0409131

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.895
ELB improved by 0.0378039

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.86
ELB improved by 0.035002

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.827
ELB improved by 0.0324678

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.797
ELB improved by 0.0301683

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.769
ELB improved by 0.0280759

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.743
ELB improved by 0.0261674

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.718
ELB improved by 0.0244226

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.695
ELB improved by 0.0228245

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.674
ELB improved by 0.021358

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.654
ELB improved by 0.0200101

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.635
ELB improved by 0.0187693

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.618
ELB improved by 0.0176255

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.601
ELB improved by 0.0165699

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.585
ELB improved by 0.0155945

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.571
ELB improved by 0.0146922

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.557
ELB improved by 0.0138566

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.544
ELB improved by 0.0130822

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.531
ELB improved by 0.0123638

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.52
ELB improved by 0.0116969

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.509
ELB improved by 0.0110774

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.498
ELB improved by 0.0105014

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.488
ELB improved by 0.00996573

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.786   0.271   3.090 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0490.0180.070
getPIPs0.0540.0150.069
graper0.0970.0210.118
makeExampleData0.0110.0010.011
makeExampleDataWithUnequalGroups0.0120.0020.014
plotELBO0.3140.0190.334
plotGroupPenalties1.2510.0371.290
plotPosterior0.6070.0290.637
predict.graper1.6350.0641.701
print.graper0.0380.0090.047