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This page was generated on 2025-11-19 10:13 -0500 (Wed, 19 Nov 2025).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_64R Under development (unstable) (2025-10-20 r88955) -- "Unsuffered Consequences" 4827
lconwaymacOS 12.7.6 Montereyx86_64R Under development (unstable) (2025-10-21 r88958) -- "Unsuffered Consequences" 4600
kjohnson3macOS 13.7.7 Venturaarm64R Under development (unstable) (2025-11-04 r88984) -- "Unsuffered Consequences" 4564
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 911/2325HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.27.0  (landing page)
Britta Velten
Snapshot Date: 2025-11-18 13:40 -0500 (Tue, 18 Nov 2025)
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
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: 1.27.0
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: 2025-11-18 21:29:32 -0500 (Tue, 18 Nov 2025)
EndedAt: 2025-11-18 21:30:57 -0500 (Tue, 18 Nov 2025)
EllapsedTime: 85.2 seconds
RetCode: 0
Status:   OK  
CheckDir: graper.Rcheck
Warnings: 0

Command output

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


* using log directory ‘/Users/biocbuild/bbs-3.23-bioc/meat/graper.Rcheck’
* using R Under development (unstable) (2025-10-21 r88958)
* 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 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 14.0.3 (clang-1403.0.22.14.1)’
* 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-x86_64/Resources/library’
* installing *source* package ‘graper’ ...
** this is package ‘graper’ version ‘1.27.0’
** using staged installation
** libs
using C++ compiler: ‘Apple clang version 14.0.3 (clang-1403.0.22.14.1)’
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/4.6-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6-x86_64/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.6-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/4.6-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6-x86_64/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.6-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/4.6-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 Under development (unstable) (2025-10-21 r88958) -- "Unsuffered Consequences"
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=-863.83
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-575.85
ELB improved by 287.98

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-515.544
ELB improved by 60.3067

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-474.114
ELB improved by 41.4296

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.251
ELB improved by 20.8634

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.075
ELB improved by 9.17605

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.534
ELB improved by 5.5404

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.155
ELB improved by 4.37949

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.042
ELB improved by 4.1122

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.86
ELB improved by 4.18218

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.534
ELB improved by 4.32628

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.186
ELB improved by 4.34829

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.158
ELB improved by 4.02783

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.866
ELB improved by 3.29192

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.468
ELB improved by 2.39755

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.798
ELB improved by 1.67068

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.62
ELB improved by 1.1774

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.769
ELB improved by 0.851495

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.121
ELB improved by 0.647858

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.593
ELB improved by 0.527791

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.135
ELB improved by 0.458295

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.717
ELB improved by 0.418318

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.32
ELB improved by 0.396111

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.935
ELB improved by 0.385377

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.552
ELB improved by 0.382834

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.165
ELB improved by 0.386981

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.768
ELB improved by 0.397588

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.352
ELB improved by 0.415654

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.908
ELB improved by 0.443783

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.421
ELB improved by 0.487186

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.865
ELB improved by 0.555822

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.197
ELB improved by 0.668279

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.342
ELB improved by 0.855241

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.194
ELB improved by 1.14728

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.672
ELB improved by 1.52287

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.803
ELB improved by 1.86819

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.725
ELB improved by 2.07813

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.596
ELB improved by 2.12889

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.591
ELB improved by 2.00499

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.835
ELB improved by 1.75682

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.373
ELB improved by 1.46106

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.212
ELB improved by 1.16129

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.273
ELB improved by 0.939145

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.417
ELB improved by 0.856176

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.553
ELB improved by 0.863629

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.829
ELB improved by 0.724093

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.348
ELB improved by 0.481064

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.002
ELB improved by 0.345756

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.702
ELB improved by 0.299892

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.448
ELB improved by 0.254776

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.269
ELB improved by 0.178839

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.159
ELB improved by 0.1094

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.092
ELB improved by 0.0674509

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.046
ELB improved by 0.0458844

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.011
ELB improved by 0.0346519

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.983
ELB improved by 0.0280803

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.96
ELB improved by 0.0236471

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.939
ELB improved by 0.0203118

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.922
ELB improved by 0.0176387

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.906
ELB improved by 0.0154269

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.893
ELB improved by 0.013568

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.881
ELB improved by 0.0119929

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.87
ELB improved by 0.0106517

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.861
ELB improved by 0.00950555

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-905.085
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-580.226
ELB improved by 324.859

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-520.59
ELB improved by 59.6358

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-486.772
ELB improved by 33.8187

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-473.383
ELB improved by 13.3886

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-467.468
ELB improved by 5.91522

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-463.118
ELB improved by 4.34973

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.805
ELB improved by 4.31304

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.07
ELB improved by 4.73475

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.626
ELB improved by 5.44428

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.386
ELB improved by 6.2397

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.773
ELB improved by 6.61309

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.687
ELB improved by 6.08616

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.781
ELB improved by 4.9057

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.179
ELB improved by 3.60225

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.62
ELB improved by 2.55861

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.734
ELB improved by 1.88672

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.236
ELB improved by 1.49761

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.959
ELB improved by 1.27693

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.818
ELB improved by 1.14101

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.778
ELB improved by 1.04044

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.826
ELB improved by 0.951742

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.958
ELB improved by 0.868056

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.166
ELB improved by 0.791504

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.438
ELB improved by 0.728478

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.749
ELB improved by 0.689143

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.056
ELB improved by 0.692495

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.284
ELB improved by 0.772522

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.356
ELB improved by 0.927914

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.362
ELB improved by 0.993916

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.452
ELB improved by 0.909903

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.633
ELB improved by 0.818733

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.879
ELB improved by 0.754377

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.184
ELB improved by 0.695299

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.561
ELB improved by 0.622577

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.03
ELB improved by 0.531499

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.598
ELB improved by 0.431527

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.262
ELB improved by 0.336248

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.007
ELB improved by 0.254882

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.816
ELB improved by 0.190554

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.674
ELB improved by 0.142226

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.567
ELB improved by 0.107019

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.485
ELB improved by 0.0817517

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.422
ELB improved by 0.0636698

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.371
ELB improved by 0.0506473

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.33
ELB improved by 0.041147

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.296
ELB improved by 0.0340965

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.267
ELB improved by 0.0287618

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.242
ELB improved by 0.0246432

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.221
ELB improved by 0.0214

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.202
ELB improved by 0.0187974

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.186
ELB improved by 0.016672

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.171
ELB improved by 0.0149081

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.157
ELB improved by 0.0134225

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.145
ELB improved by 0.0121544

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.134
ELB improved by 0.011059

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.124
ELB improved by 0.0101027

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.115
ELB improved by 0.0092604

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-858.823
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-578.737
ELB improved by 280.086

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-517.319
ELB improved by 61.4185

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-474.833
ELB improved by 42.4859

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.569
ELB improved by 19.2641

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.031
ELB improved by 7.53806

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.57
ELB improved by 4.46058

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.829
ELB improved by 3.74133

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.296
ELB improved by 3.53309

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.851
ELB improved by 3.44454

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.516
ELB improved by 3.33552

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.376
ELB improved by 3.14014

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.553
ELB improved by 2.82294

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.173
ELB improved by 2.37966

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.32
ELB improved by 1.8525

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.985
ELB improved by 1.3352

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.062
ELB improved by 0.923197

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.415
ELB improved by 0.646908

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.936
ELB improved by 0.479329

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.556
ELB improved by 0.380291

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.236
ELB improved by 0.319906

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.955
ELB improved by 0.280794

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.701
ELB improved by 0.253849

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.467
ELB improved by 0.234436

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.246
ELB improved by 0.220163

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.037
ELB improved by 0.20973

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.834
ELB improved by 0.202367

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.637
ELB improved by 0.197564

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.442
ELB improved by 0.194939

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.248
ELB improved by 0.194179

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.053
ELB improved by 0.195019

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.855
ELB improved by 0.19724

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.655
ELB improved by 0.200667

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.449
ELB improved by 0.205183

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.239
ELB improved by 0.210737

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.021
ELB improved by 0.217357

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.796
ELB improved by 0.225161

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.562
ELB improved by 0.234362

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.317
ELB improved by 0.245271

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.058
ELB improved by 0.258284

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.784
ELB improved by 0.273863

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.492
ELB improved by 0.292485

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.177
ELB improved by 0.314546

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.837
ELB improved by 0.340207

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.468
ELB improved by 0.369133

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.068
ELB improved by 0.400165

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.637
ELB improved by 0.430986

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.179
ELB improved by 0.45802

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.702
ELB improved by 0.476814

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.219
ELB improved by 0.483029

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.745
ELB improved by 0.473807

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.296
ELB improved by 0.448975

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.885
ELB improved by 0.411495

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.518
ELB improved by 0.366809

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.197
ELB improved by 0.321372

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.916
ELB improved by 0.28106

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.665
ELB improved by 0.250101

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.435
ELB improved by 0.230451

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.214
ELB improved by 0.220895

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.998
ELB improved by 0.215611

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.794
ELB improved by 0.204863

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.612
ELB improved by 0.181959

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.461
ELB improved by 0.150721

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.34
ELB improved by 0.120965

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.241
ELB improved by 0.0986288

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.157
ELB improved by 0.0838593

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.083
ELB improved by 0.074189

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.017
ELB improved by 0.0667781

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.957
ELB improved by 0.0593253

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.906
ELB improved by 0.0507256

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.865
ELB improved by 0.0413705

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.833
ELB improved by 0.0325154

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.807
ELB improved by 0.0251812

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.788
ELB improved by 0.0196361

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.772
ELB improved by 0.0156139

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.759
ELB improved by 0.0127029

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.749
ELB improved by 0.0105559

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.74
ELB improved by 0.00893257

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-858.418
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-580.665
ELB improved by 277.753

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-518.942
ELB improved by 61.7235

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-477.416
ELB improved by 41.5261

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.949
ELB improved by 18.467

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.269
ELB improved by 7.67993

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.666
ELB improved by 4.60318

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.78
ELB improved by 3.88579

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.963
ELB improved by 3.81678

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.052
ELB improved by 3.91137

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.167
ELB improved by 3.88435

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.62
ELB improved by 3.54745

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.721
ELB improved by 2.89908

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.59
ELB improved by 2.1308

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.139
ELB improved by 1.45081

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.188
ELB improved by 0.950751

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.557
ELB improved by 0.631691

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.111
ELB improved by 0.445352

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.775
ELB improved by 0.336359

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.506
ELB improved by 0.268741

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.283
ELB improved by 0.223733

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.091
ELB improved by 0.19187

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.922
ELB improved by 0.168176

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.773
ELB improved by 0.149865

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.637
ELB improved by 0.135271

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.514
ELB improved by 0.12334

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.401
ELB improved by 0.113375

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.296
ELB improved by 0.104897

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.198
ELB improved by 0.0975637

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.107
ELB improved by 0.0911238

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.022
ELB improved by 0.0853901

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.941
ELB improved by 0.0802189

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.866
ELB improved by 0.0754987

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.795
ELB improved by 0.0711419

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.728
ELB improved by 0.0670798

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.664
ELB improved by 0.0632611

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.605
ELB improved by 0.0596517

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.549
ELB improved by 0.0562349

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.496
ELB improved by 0.0530094

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.446
ELB improved by 0.0499856

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.398
ELB improved by 0.0471799

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.354
ELB improved by 0.0446085

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.312
ELB improved by 0.0422846

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.271
ELB improved by 0.0402158

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.233
ELB improved by 0.0384057

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.196
ELB improved by 0.0368548

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.16
ELB improved by 0.0355617

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.126
ELB improved by 0.0345235

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.092
ELB improved by 0.0337341

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.059
ELB improved by 0.03318

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.026
ELB improved by 0.0328344

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.994
ELB improved by 0.0326474

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.961
ELB improved by 0.0325373

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.929
ELB improved by 0.032386

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.897
ELB improved by 0.0320473

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.865
ELB improved by 0.0313734

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.835
ELB improved by 0.030258

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.806
ELB improved by 0.0286772

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.78
ELB improved by 0.0267053

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.755
ELB improved by 0.0244909

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.733
ELB improved by 0.0222085

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.713
ELB improved by 0.0200095

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.695
ELB improved by 0.0179956

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.679
ELB improved by 0.0162154

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.664
ELB improved by 0.0146766

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.651
ELB improved by 0.0133614

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.638
ELB improved by 0.0122404

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.627
ELB improved by 0.0112817

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.617
ELB improved by 0.0104555

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.607
ELB improved by 0.00973656

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.689   0.285   3.009 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0530.0180.071
getPIPs0.0480.0150.064
graper0.1000.0240.125
makeExampleData0.0090.0010.010
makeExampleDataWithUnequalGroups0.0120.0010.013
plotELBO0.3230.0210.347
plotGroupPenalties1.2190.0401.267
plotPosterior0.7080.0340.747
predict.graper1.7650.0641.834
print.graper0.0450.0100.055