Back to Multiple platform build/check report for BioC 3.23:   simplified   long
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This page was generated on 2026-01-24 11:35 -0500 (Sat, 24 Jan 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_64R Under development (unstable) (2026-01-15 r89304) -- "Unsuffered Consequences" 4811
kjohnson3macOS 13.7.7 Venturaarm64R Under development (unstable) (2026-01-15 r89304) -- "Unsuffered Consequences" 4545
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 921/2345HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.27.0  (landing page)
Britta Velten
Snapshot Date: 2026-01-23 13:40 -0500 (Fri, 23 Jan 2026)
git_url: https://git.bioconductor.org/packages/graper
git_branch: devel
git_last_commit: 95474d7
git_last_commit_date: 2025-10-29 10:49:21 -0500 (Wed, 29 Oct 2025)
nebbiolo1Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
kjohnson3macOS 13.7.7 Ventura / arm64  OK    OK    OK    OK  UNNEEDED, same version is already published


CHECK results for graper on kjohnson3

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

raw results


Summary

Package: graper
Version: 1.27.0
Command: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:graper.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings graper_1.27.0.tar.gz
StartedAt: 2026-01-23 20:19:41 -0500 (Fri, 23 Jan 2026)
EndedAt: 2026-01-23 20:20:15 -0500 (Fri, 23 Jan 2026)
EllapsedTime: 33.4 seconds
RetCode: 0
Status:   OK  
CheckDir: graper.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:graper.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings graper_1.27.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/Users/biocbuild/bbs-3.23-bioc/meat/graper.Rcheck’
* using R Under development (unstable) (2026-01-15 r89304)
* using platform: aarch64-apple-darwin20
* R was compiled by
    Apple clang version 16.0.0 (clang-1600.0.26.6)
    GNU Fortran (GCC) 14.2.0
* running under: macOS Ventura 13.7.8
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.27.0’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘graper’ can be installed ... OK
* used C++ compiler: ‘Apple clang version 15.0.0 (clang-1500.1.0.2.5)’
* used SDK: ‘MacOSX11.3.1.sdk’
* checking installed package size ... OK
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking code files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... NOTE
checkRd: (-1) predict.graper.Rd:19-21: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:23-24: Lost braces in \itemize; meant \describe ?
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... INFO
Note: information on .o files is not available
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
  Running ‘testthat.R’
 OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE

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


Installation output

graper.Rcheck/00install.out

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


* installing to library ‘/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library’
* installing *source* package ‘graper’ ...
** this is package ‘graper’ version ‘1.27.0’
** using staged installation
** libs
using C++ compiler: ‘Apple clang version 15.0.0 (clang-1500.1.0.2.5)’
using SDK: ‘MacOSX11.3.1.sdk’
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/BH/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c RcppExports.cpp -o RcppExports.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/BH/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c fit_graper.cpp -o fit_graper.o
clang++ -arch arm64 -std=gnu++17 -dynamiclib -Wl,-headerpad_max_install_names -undefined dynamic_lookup -L/Library/Frameworks/R.framework/Resources/lib -L/opt/R/arm64/lib -o graper.so RcppExports.o fit_graper.o -L/Library/Frameworks/R.framework/Resources/lib -lRlapack -L/Library/Frameworks/R.framework/Resources/lib -lRblas -L/opt/gfortran/lib/gcc/aarch64-apple-darwin20.0/14.2.0 -L/opt/gfortran/lib -lemutls_w -lheapt_w -lgfortran -lquadmath -F/Library/Frameworks/R.framework/.. -framework R
installing to /Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/00LOCK-graper/00new/graper/libs
** R
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
** checking absolute paths in shared objects and dynamic libraries
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (graper)

Tests output

graper.Rcheck/tests/testthat.Rout


R Under development (unstable) (2026-01-15 r89304) -- "Unsuffered Consequences"
Copyright (C) 2026 The R Foundation for Statistical Computing
Platform: aarch64-apple-darwin20

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> library(testthat)
> library(graper)
> 
> test_check("graper")
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-864.804
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-564.115
ELB improved by 300.69

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-512.125
ELB improved by 51.9894

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-478.84
ELB improved by 33.2856

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-463.748
ELB improved by 15.0918

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.608
ELB improved by 7.1397

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.951
ELB improved by 5.65713

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.536
ELB improved by 6.415

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.833
ELB improved by 7.70336

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.572
ELB improved by 8.26111

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.451
ELB improved by 7.12067

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.51
ELB improved by 4.94063

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.368
ELB improved by 3.14288

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.206
ELB improved by 2.16128

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.526
ELB improved by 1.68

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.149
ELB improved by 1.37767

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.952
ELB improved by 1.19691

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.807
ELB improved by 1.14437

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.611
ELB improved by 1.19585

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.323
ELB improved by 1.28834

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.056
ELB improved by 1.26716

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.914
ELB improved by 1.14168

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.892
ELB improved by 1.02214

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.973
ELB improved by 0.919221

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.149
ELB improved by 0.824366

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.411
ELB improved by 0.737422

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.75
ELB improved by 0.661

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.153
ELB improved by 0.597013

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.607
ELB improved by 0.545979

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.1
ELB improved by 0.507131

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.621
ELB improved by 0.478577

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.164
ELB improved by 0.45746

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.724
ELB improved by 0.440235

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.301
ELB improved by 0.423141

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.898
ELB improved by 0.402901

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.52
ELB improved by 0.377553

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.173
ELB improved by 0.347143

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.859
ELB improved by 0.313756

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.579
ELB improved by 0.28062

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.328
ELB improved by 0.250728

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.102
ELB improved by 0.225784

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.896
ELB improved by 0.205921

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.706
ELB improved by 0.19002

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.53
ELB improved by 0.176226

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.368
ELB improved by 0.162332

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.221
ELB improved by 0.146224

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.095
ELB improved by 0.12687

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.989
ELB improved by 0.105265

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.905
ELB improved by 0.0839119

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.84
ELB improved by 0.0650846

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.79
ELB improved by 0.0497869

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.753
ELB improved by 0.037957

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.723
ELB improved by 0.0290547

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.701
ELB improved by 0.0224487

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.683
ELB improved by 0.0175766

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.669
ELB improved by 0.0139872

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.658
ELB improved by 0.0113363

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.649
ELB improved by 0.00936844

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-854.357
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-584.222
ELB improved by 270.135

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-524.613
ELB improved by 59.6086

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-482.825
ELB improved by 41.7889

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-463.199
ELB improved by 19.6254

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.957
ELB improved by 8.24232

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.88
ELB improved by 4.07665

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.026
ELB improved by 2.85443

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.529
ELB improved by 2.49723

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.109
ELB improved by 2.41984

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.658
ELB improved by 2.45038

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.15
ELB improved by 2.50801

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.631
ELB improved by 2.51979

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.225
ELB improved by 2.40546

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.106
ELB improved by 2.11942

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.403
ELB improved by 1.70224

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.143
ELB improved by 1.26084

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.253
ELB improved by 0.88947

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.63
ELB improved by 0.622671

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.184
ELB improved by 0.446772

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.85
ELB improved by 0.333376

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.591
ELB improved by 0.259528

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.38
ELB improved by 0.210699

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.202
ELB improved by 0.177945

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.047
ELB improved by 0.155587

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.907
ELB improved by 0.140007

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.778
ELB improved by 0.128955

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.657
ELB improved by 0.121059

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.541
ELB improved by 0.115487

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.429
ELB improved by 0.111733

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.32
ELB improved by 0.109478

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.211
ELB improved by 0.108525

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.103
ELB improved by 0.108753

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.992
ELB improved by 0.110095

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.88
ELB improved by 0.112525

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.764
ELB improved by 0.116057

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.643
ELB improved by 0.12074

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.516
ELB improved by 0.126657

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.383
ELB improved by 0.133932

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.24
ELB improved by 0.142729

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.087
ELB improved by 0.153251

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.921
ELB improved by 0.165732

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.74
ELB improved by 0.180428

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.543
ELB improved by 0.197586

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.325
ELB improved by 0.217411

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.085
ELB improved by 0.240031

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.82
ELB improved by 0.265483

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.526
ELB improved by 0.2937

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.202
ELB improved by 0.324505

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.844
ELB improved by 0.357522

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.452
ELB improved by 0.391959

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.026
ELB improved by 0.426162

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.569
ELB improved by 0.456946

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.09
ELB improved by 0.479131

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.603
ELB improved by 0.48655

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.128
ELB improved by 0.475307

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.681
ELB improved by 0.44675

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.275
ELB improved by 0.40657

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.914
ELB improved by 0.361274

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.598
ELB improved by 0.315851

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.324
ELB improved by 0.273351

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.089
ELB improved by 0.235151

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.888
ELB improved by 0.201345

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.716
ELB improved by 0.171333

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.572
ELB improved by 0.144563

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.451
ELB improved by 0.121019

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.35
ELB improved by 0.101107

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.265
ELB improved by 0.0852033

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.191
ELB improved by 0.0733747

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.126
ELB improved by 0.0654058

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.065
ELB improved by 0.0609429

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.005
ELB improved by 0.0595516

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.945
ELB improved by 0.0606517

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.881
ELB improved by 0.0634251

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.814
ELB improved by 0.0668669

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.744
ELB improved by 0.0700342

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.672
ELB improved by 0.0722063

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.599
ELB improved by 0.0726669

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.529
ELB improved by 0.0705327

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.464
ELB improved by 0.0653109

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.406
ELB improved by 0.057663

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.357
ELB improved by 0.0491376

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.316
ELB improved by 0.041113

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.281
ELB improved by 0.0342238

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.253
ELB improved by 0.0285315

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.229
ELB improved by 0.0238736

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.209
ELB improved by 0.0200609

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.192
ELB improved by 0.0169375

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.178
ELB improved by 0.0143837

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.165
ELB improved by 0.0123053

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.155
ELB improved by 0.0106246

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.145
ELB improved by 0.0092739

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-858.776
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-584.096
ELB improved by 274.68

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-523.223
ELB improved by 60.8731

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-480.872
ELB improved by 42.3515

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.56
ELB improved by 20.3119

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.122
ELB improved by 9.4375

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.141
ELB improved by 5.98128

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.861
ELB improved by 5.28007

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.507
ELB improved by 5.3537

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.198
ELB improved by 5.30884

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.453
ELB improved by 4.74565

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.741
ELB improved by 3.71131

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.167
ELB improved by 2.57427

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.492
ELB improved by 1.67564

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.396
ELB improved by 1.09563

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.645
ELB improved by 0.751043

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.1
ELB improved by 0.545194

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.684
ELB improved by 0.415858

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.354
ELB improved by 0.329527

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.086
ELB improved by 0.268721

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.862
ELB improved by 0.223995

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.672
ELB improved by 0.189945

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.508
ELB improved by 0.163296

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.366
ELB improved by 0.141966

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.242
ELB improved by 0.124575

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.132
ELB improved by 0.110177

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.033
ELB improved by 0.0981054

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.946
ELB improved by 0.0878734

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.866
ELB improved by 0.0791209

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.795
ELB improved by 0.0715743

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.73
ELB improved by 0.065022

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.671
ELB improved by 0.0592982

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.616
ELB improved by 0.0542707

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.566
ELB improved by 0.049833

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.521
ELB improved by 0.0458985

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.478
ELB improved by 0.0423961

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.439
ELB improved by 0.0392666

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.402
ELB improved by 0.0364608

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.369
ELB improved by 0.0339372

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.337
ELB improved by 0.0316609

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.307
ELB improved by 0.0296019

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.28
ELB improved by 0.0277347

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.253
ELB improved by 0.0260375

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.229
ELB improved by 0.0244912

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.206
ELB improved by 0.0230795

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.184
ELB improved by 0.0217879

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.164
ELB improved by 0.0206042

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.144
ELB improved by 0.0195172

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.125
ELB improved by 0.0185173

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.108
ELB improved by 0.0175961

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.091
ELB improved by 0.0167459

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.075
ELB improved by 0.0159601

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.06
ELB improved by 0.0152328

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.045
ELB improved by 0.0145585

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.031
ELB improved by 0.0139326

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.018
ELB improved by 0.0133509

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.005
ELB improved by 0.0128094

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.993
ELB improved by 0.0123048

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.981
ELB improved by 0.011834

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.97
ELB improved by 0.0113941

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.959
ELB improved by 0.0109827

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.948
ELB improved by 0.0105975

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.938
ELB improved by 0.0102363

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.928
ELB improved by 0.00989747

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-896.784
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-597.106
ELB improved by 299.677

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-534.592
ELB improved by 62.5148

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-491.993
ELB improved by 42.5989

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-470.394
ELB improved by 21.5985

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.307
ELB improved by 11.0874

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.025
ELB improved by 8.28154

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.549
ELB improved by 8.47671

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.764
ELB improved by 8.78432

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.998
ELB improved by 7.76587

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.328
ELB improved by 5.67066

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.678
ELB improved by 3.64972

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.364
ELB improved by 2.31422

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.833
ELB improved by 1.53093

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.776
ELB improved by 1.0566

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.986
ELB improved by 0.789938

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.336
ELB improved by 0.650208

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.768
ELB improved by 0.568427

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.273
ELB improved by 0.494421

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.864
ELB improved by 0.409012

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.535
ELB improved by 0.328877

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.264
ELB improved by 0.27193

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.026
ELB improved by 0.237837

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.806
ELB improved by 0.219271

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.595
ELB improved by 0.210932

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.385
ELB improved by 0.210515

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.167
ELB improved by 0.217606

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.934
ELB improved by 0.232879

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.677
ELB improved by 0.25753

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.385
ELB improved by 0.292423

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.048
ELB improved by 0.336669

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.661
ELB improved by 0.386786

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.222
ELB improved by 0.438772

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.731
ELB improved by 0.491663

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.183
ELB improved by 0.547188

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.577
ELB improved by 0.606492

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.908
ELB improved by 0.668696

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.177
ELB improved by 0.731275

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.386
ELB improved by 0.790907

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.541
ELB improved by 0.845082

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.646
ELB improved by 0.894739

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.702
ELB improved by 0.944676

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.713
ELB improved by 0.988498

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.736
ELB improved by 0.977097

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.863
ELB improved by 0.873466

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.104
ELB improved by 0.758609

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.354
ELB improved by 0.74992

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.452
ELB improved by 0.902292

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.376
ELB improved by 1.07585

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.326
ELB improved by 1.04961

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.53
ELB improved by 0.796408

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.052
ELB improved by 0.478102

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.79
ELB improved by 0.262167

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.634
ELB improved by 0.155884

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.526
ELB improved by 0.107546

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.442
ELB improved by 0.0837149

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.371
ELB improved by 0.0710305

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.307
ELB improved by 0.0647902

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.243
ELB improved by 0.0631542

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.179
ELB improved by 0.0646849

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.112
ELB improved by 0.0668016

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.047
ELB improved by 0.0653439

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.99
ELB improved by 0.0570954

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.946
ELB improved by 0.0436302

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.916
ELB improved by 0.0301611

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.895
ELB improved by 0.0203166

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.881
ELB improved by 0.0143509

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.87
ELB improved by 0.0109955

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.861
ELB improved by 0.00906738

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  1.100   0.110   1.275 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0130.0110.025
getPIPs0.0110.0070.022
graper0.0190.0110.033
makeExampleData0.0020.0010.002
makeExampleDataWithUnequalGroups0.0020.0000.002
plotELBO0.1150.0090.142
plotGroupPenalties0.3580.0120.432
plotPosterior0.3350.0170.364
predict.graper0.2160.0400.288
print.graper0.0110.0090.034