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

This page was generated on 2026-03-16 11:34 -0400 (Mon, 16 Mar 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_64R Under development (unstable) (2026-03-05 r89546) -- "Unsuffered Consequences" 4837
kjohnson3macOS 13.7.7 Venturaarm64R Under development (unstable) (2026-03-01 r89506) -- "Unsuffered Consequences" 4053
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 928/2361HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.27.0  (landing page)
Britta Velten
Snapshot Date: 2026-03-15 13:40 -0400 (Sun, 15 Mar 2026)
git_url: https://git.bioconductor.org/packages/graper
git_branch: devel
git_last_commit: 95474d7
git_last_commit_date: 2025-10-29 10:49:21 -0400 (Wed, 29 Oct 2025)
nebbiolo1Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
kjohnson3macOS 13.7.7 Ventura / arm64  OK    OK    OK    ERROR  
See other builds for graper in R Universe.


CHECK results for graper on kjohnson3

To the developers/maintainers of the graper package:
- Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/graper.git to reflect on this report. See Troubleshooting Build Report for more information.
- Use the following Renviron settings to reproduce errors and warnings.
- If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information.

raw results


Summary

Package: graper
Version: 1.27.0
Command: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:graper.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings graper_1.27.0.tar.gz
StartedAt: 2026-03-15 18:33:58 -0400 (Sun, 15 Mar 2026)
EndedAt: 2026-03-15 18:34:24 -0400 (Sun, 15 Mar 2026)
EllapsedTime: 26.3 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) (2026-03-01 r89506)
* 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 Sonoma 14.8.3
* using session charset: UTF-8
* current time: 2026-03-15 22:33:58 UTC
* using option ‘--no-vignettes’
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.27.0’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘graper’ can be installed ... OK
* used C++ compiler: ‘Apple clang version 15.0.0 (clang-1500.3.9.4)’
* used SDK: ‘MacOSX14.4.sdk’
* checking installed package size ... OK
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking code files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... NOTE
checkRd: (-1) predict.graper.Rd:19-21: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:23-24: Lost braces in \itemize; meant \describe ?
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... INFO
Note: information on .o files is not available
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
  Running ‘testthat.R’
 OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE

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


Installation output

graper.Rcheck/00install.out

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


* installing to library ‘/Library/Frameworks/R.framework/Versions/4.6/Resources/library’
* installing *source* package ‘graper’ ...
** this is package ‘graper’ version ‘1.27.0’
** using staged installation
** libs
using C++ compiler: ‘Apple clang version 15.0.0 (clang-1500.3.9.4)’
using SDK: ‘MacOSX14.4.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 Under development (unstable) (2026-03-01 r89506) -- "Unsuffered Consequences"
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=-873.694
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-578.199
ELB improved by 295.496

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-516.448
ELB improved by 61.751

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-473.686
ELB improved by 42.7615

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.374
ELB improved by 18.3122

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.747
ELB improved by 7.62684

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.861
ELB improved by 4.88601

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.579
ELB improved by 4.28256

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.274
ELB improved by 4.30514

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.698
ELB improved by 4.5757

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.787
ELB improved by 4.91074

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.759
ELB improved by 5.0285

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.163
ELB improved by 4.59598

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.558
ELB improved by 3.60415

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.076
ELB improved by 2.48198

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.45
ELB improved by 1.62657

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.34
ELB improved by 1.1098

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.506
ELB improved by 0.83406

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.805
ELB improved by 0.701121

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.154
ELB improved by 0.650439

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.505
ELB improved by 0.649547

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.826
ELB improved by 0.679332

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.104
ELB improved by 0.72152

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.346
ELB improved by 0.758199

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.563
ELB improved by 0.782533

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.765
ELB improved by 0.797889

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.957
ELB improved by 0.808428

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.14
ELB improved by 0.816542

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.317
ELB improved by 0.823313

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.489
ELB improved by 0.828341

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.659
ELB improved by 0.829618

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.835
ELB improved by 0.823848

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.028
ELB improved by 0.806956

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.254
ELB improved by 0.774517

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.531
ELB improved by 0.722539

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.882
ELB improved by 0.649554

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.322
ELB improved by 0.559423

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.861
ELB improved by 0.461698

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.493
ELB improved by 0.36785

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.206
ELB improved by 0.286464

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.985
ELB improved by 0.22118

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.814
ELB improved by 0.171625

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.678
ELB improved by 0.135395

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.569
ELB improved by 0.109644

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.477
ELB improved by 0.091872

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.397
ELB improved by 0.0801082

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.324
ELB improved by 0.0727585

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.255
ELB improved by 0.0683437

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.19
ELB improved by 0.065298

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.128
ELB improved by 0.062035

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.071
ELB improved by 0.0573801

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.02
ELB improved by 0.0510778

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.976
ELB improved by 0.0438032

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.939
ELB improved by 0.036573

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.909
ELB improved by 0.0301332

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.884
ELB improved by 0.0247737

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.864
ELB improved by 0.0204645

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.847
ELB improved by 0.0170428

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.833
ELB improved by 0.0143267

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.82
ELB improved by 0.0121603

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.81
ELB improved by 0.0104209

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.801
ELB improved by 0.00901555

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-851.536
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-571.788
ELB improved by 279.749

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-513.317
ELB improved by 58.4701

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-474.178
ELB improved by 39.1395

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.456
ELB improved by 17.7219

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.94
ELB improved by 6.51557

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.587
ELB improved by 3.35305

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.075
ELB improved by 2.51222

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.854
ELB improved by 2.22117

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.739
ELB improved by 2.11507

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.674
ELB improved by 2.06442

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.67
ELB improved by 2.00459

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.773
ELB improved by 1.89724

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.045
ELB improved by 1.72785

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.537
ELB improved by 1.50774

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.275
ELB improved by 1.26165

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.265
ELB improved by 1.01062

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.494
ELB improved by 0.770322

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.933
ELB improved by 0.561679

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.53
ELB improved by 0.402632

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.237
ELB improved by 0.293185

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.016
ELB improved by 0.221189

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.842
ELB improved by 0.173709

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.701
ELB improved by 0.141456

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.582
ELB improved by 0.11866

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.48
ELB improved by 0.101889

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.391
ELB improved by 0.0891011

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.312
ELB improved by 0.0790493

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.241
ELB improved by 0.0709453

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.177
ELB improved by 0.0642725

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.118
ELB improved by 0.058681

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.064
ELB improved by 0.0539257

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.014
ELB improved by 0.0498301

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.968
ELB improved by 0.0462647

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.925
ELB improved by 0.0431318

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.884
ELB improved by 0.0403568

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.847
ELB improved by 0.0378819

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.811
ELB improved by 0.0356616

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.777
ELB improved by 0.0336595

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.745
ELB improved by 0.0318467

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.715
ELB improved by 0.0301992

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.687
ELB improved by 0.0286976

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.659
ELB improved by 0.0273256

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.633
ELB improved by 0.0260697

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.608
ELB improved by 0.0249183

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.584
ELB improved by 0.0238613

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.561
ELB improved by 0.0228903

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.539
ELB improved by 0.0219975

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.518
ELB improved by 0.0211764

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.498
ELB improved by 0.020421

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.478
ELB improved by 0.0197261

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.459
ELB improved by 0.0190867

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.441
ELB improved by 0.0184986

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.423
ELB improved by 0.0179579

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.405
ELB improved by 0.0174609

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.388
ELB improved by 0.0170045

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.372
ELB improved by 0.0165856

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.355
ELB improved by 0.0162014

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.34
ELB improved by 0.0158496

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.324
ELB improved by 0.0155278

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.309
ELB improved by 0.0152338

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.294
ELB improved by 0.0149658

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.279
ELB improved by 0.014722

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.265
ELB improved by 0.0145007

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.25
ELB improved by 0.0143003

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.236
ELB improved by 0.0141196

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.222
ELB improved by 0.0139572

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.208
ELB improved by 0.0138119

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.195
ELB improved by 0.0136826

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.181
ELB improved by 0.0135683

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.168
ELB improved by 0.0134679

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.154
ELB improved by 0.0133805

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.141
ELB improved by 0.0133054

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.128
ELB improved by 0.0132417

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.115
ELB improved by 0.0131885

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.101
ELB improved by 0.0131451

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.088
ELB improved by 0.0131109

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.075
ELB improved by 0.013085

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.062
ELB improved by 0.0130667

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.049
ELB improved by 0.0130554

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.036
ELB improved by 0.0130502

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.023
ELB improved by 0.0130506

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.01
ELB improved by 0.0130556

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.997
ELB improved by 0.0130646

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.984
ELB improved by 0.0130768

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.971
ELB improved by 0.0130913

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.958
ELB improved by 0.0131072

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.944
ELB improved by 0.0131237

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.931
ELB improved by 0.0131398

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.918
ELB improved by 0.0131546

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.905
ELB improved by 0.013167

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.892
ELB improved by 0.0131761

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.879
ELB improved by 0.0131808

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.865
ELB improved by 0.01318

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.852
ELB improved by 0.0131726

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.839
ELB improved by 0.0131577

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.826
ELB improved by 0.0131341

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.813
ELB improved by 0.0131008

iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.8
ELB improved by 0.0130569

iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.787
ELB improved by 0.0130015

iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.774
ELB improved by 0.0129337

iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.761
ELB improved by 0.0128529

iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.748
ELB improved by 0.0127584

iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.736
ELB improved by 0.0126498

iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.723
ELB improved by 0.0125268

iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.711
ELB improved by 0.0123892

iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.698
ELB improved by 0.012237

iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.686
ELB improved by 0.0120704

iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.675
ELB improved by 0.0118898

iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.663
ELB improved by 0.0116956

iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.651
ELB improved by 0.0114886

iteration 112
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.64
ELB improved by 0.0112696

iteration 113
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.629
ELB improved by 0.0110396

iteration 114
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.618
ELB improved by 0.0107996

iteration 115
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.608
ELB improved by 0.0105509

iteration 116
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.597
ELB improved by 0.0102947

iteration 117
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.587
ELB improved by 0.0100323

iteration 118
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.578
ELB improved by 0.00976509

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-825.056
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-573.603
ELB improved by 251.452

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-511.292
ELB improved by 62.311

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-463.552
ELB improved by 47.7401

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.236
ELB improved by 23.3167

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.16
ELB improved by 10.076

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.794
ELB improved by 6.36507

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.878
ELB improved by 5.91693

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.401
ELB improved by 6.47628

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.437
ELB improved by 6.96404

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.966
ELB improved by 6.47087

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.02
ELB improved by 4.94634

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.72
ELB improved by 3.30051

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.532
ELB improved by 2.18747

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.939
ELB improved by 1.59319

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.637
ELB improved by 1.30154

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.48
ELB improved by 1.15735

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.399
ELB improved by 1.08114

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.361
ELB improved by 1.03793

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.347
ELB improved by 1.01426

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.342
ELB improved by 1.00515

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.334
ELB improved by 1.00734

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.318
ELB improved by 1.01596

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.295
ELB improved by 1.02331

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.276
ELB improved by 1.0193

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.282
ELB improved by 0.993478

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.344
ELB improved by 0.938365

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.491
ELB improved by 0.852617

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.749
ELB improved by 0.742162

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.13
ELB improved by 0.61881

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.634
ELB improved by 0.496583

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.247
ELB improved by 0.387052

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.95
ELB improved by 0.296474

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.724
ELB improved by 0.225851

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.551
ELB improved by 0.172789

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.418
ELB improved by 0.13362

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.313
ELB improved by 0.104796

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.23
ELB improved by 0.0834596

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.162
ELB improved by 0.0674918

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.107
ELB improved by 0.0553801

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.061
ELB improved by 0.0460582

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.022
ELB improved by 0.0387747

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.989
ELB improved by 0.0329973

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.961
ELB improved by 0.0283462

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.936
ELB improved by 0.0245479

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.915
ELB improved by 0.0214043

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.896
ELB improved by 0.0187705

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.879
ELB improved by 0.0165403

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.865
ELB improved by 0.014635

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.852
ELB improved by 0.0129957

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.84
ELB improved by 0.0115777

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.83
ELB improved by 0.0103463

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.82
ELB improved by 0.00927389

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-840.47
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-607.776
ELB improved by 232.694

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-549.741
ELB improved by 58.0351

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-496.335
ELB improved by 53.4055

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-462.284
ELB improved by 34.0512

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.094
ELB improved by 14.1898

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.919
ELB improved by 6.17471

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.858
ELB improved by 4.06174

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.392
ELB improved by 3.46554

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.993
ELB improved by 3.39894

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.398
ELB improved by 3.5953

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.465
ELB improved by 3.93263

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.21
ELB improved by 4.25488

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.92
ELB improved by 4.29055

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.108
ELB improved by 3.81168

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.179
ELB improved by 2.92891

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.158
ELB improved by 2.0215

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.809
ELB improved by 1.34872

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.878
ELB improved by 0.931078

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.188
ELB improved by 0.690354

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.635
ELB improved by 0.553056

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.161
ELB improved by 0.47314

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.736
ELB improved by 0.425409

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.339
ELB improved by 0.396555

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.96
ELB improved by 0.379584

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.589
ELB improved by 0.370936

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.22
ELB improved by 0.369128

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.846
ELB improved by 0.374087

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.459
ELB improved by 0.386498

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.053
ELB improved by 0.406666

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.619
ELB improved by 0.433568

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.152
ELB improved by 0.466486

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.643
ELB improved by 0.509719

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.07
ELB improved by 0.572963

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.415
ELB improved by 0.654981

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.699
ELB improved by 0.715993

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.989
ELB improved by 0.710207

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.328
ELB improved by 0.661086

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.715
ELB improved by 0.61267

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.137
ELB improved by 0.577926

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.58
ELB improved by 0.557145

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.026
ELB improved by 0.553988

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.444
ELB improved by 0.581509

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.782
ELB improved by 0.662011

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.003
ELB improved by 0.779524

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.21
ELB improved by 0.792686

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.556
ELB improved by 0.653948

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.062
ELB improved by 0.494469

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.693
ELB improved by 0.368691

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.417
ELB improved by 0.27567

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.209
ELB improved by 0.208607

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.047
ELB improved by 0.161235

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.92
ELB improved by 0.127928

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.815
ELB improved by 0.104041

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.729
ELB improved by 0.0861747

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.657
ELB improved by 0.072109

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.597
ELB improved by 0.0605413

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.546
ELB improved by 0.0507899

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.503
ELB improved by 0.0425326

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.468
ELB improved by 0.0356049

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.438
ELB improved by 0.0298758

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.413
ELB improved by 0.0252011

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.391
ELB improved by 0.0214226

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.373
ELB improved by 0.018384

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.357
ELB improved by 0.0159437

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.343
ELB improved by 0.0139813

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.331
ELB improved by 0.0123979

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.319
ELB improved by 0.0111147

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.309
ELB improved by 0.0100691

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.3
ELB improved by 0.0092122

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  0.989   0.077   1.065 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0120.0040.016
getPIPs0.0100.0040.013
graper0.0170.0050.022
makeExampleData0.0010.0010.002
makeExampleDataWithUnequalGroups0.0010.0000.002
plotELBO0.1010.0060.108
plotGroupPenalties0.3280.0070.341
plotPosterior0.2930.0130.305
predict.graper0.2130.0530.266
print.graper0.0100.0030.013