Back to Multiple platform build/check report for BioC 3.23:   simplified   long
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This page was generated on 2026-01-10 11:35 -0500 (Sat, 10 Jan 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_64R Under development (unstable) (2025-12-22 r89219) -- "Unsuffered Consequences" 4818
kjohnson3macOS 13.7.7 Venturaarm64R Under development (unstable) (2025-11-04 r88984) -- "Unsuffered Consequences" 4594
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 915/2332HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.27.0  (landing page)
Britta Velten
Snapshot Date: 2026-01-09 13:40 -0500 (Fri, 09 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: 2026-01-09 20:14:06 -0500 (Fri, 09 Jan 2026)
EndedAt: 2026-01-09 20:14:38 -0500 (Fri, 09 Jan 2026)
EllapsedTime: 31.4 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) (2025-11-04 r88984)
* 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) (2025-11-04 r88984) -- "Unsuffered Consequences"
Copyright (C) 2025 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=-881.46
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-568.27
ELB improved by 313.19

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-507.974
ELB improved by 60.2959

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-472.997
ELB improved by 34.9769

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.763
ELB improved by 14.2343

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.85
ELB improved by 5.91321

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.372
ELB improved by 3.47828

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.638
ELB improved by 2.73384

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.177
ELB improved by 2.46091

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.86
ELB improved by 2.31705

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.655
ELB improved by 2.20438

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.566
ELB improved by 2.08959

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.604
ELB improved by 1.9617

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.785
ELB improved by 1.81883

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.123
ELB improved by 1.66258

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.626
ELB improved by 1.49639

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.301
ELB improved by 1.32559

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.144
ELB improved by 1.15657

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.149
ELB improved by 0.994852

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.304
ELB improved by 0.844742

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.595
ELB improved by 0.70988

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.002
ELB improved by 0.592334

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.511
ELB improved by 0.491533

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.105
ELB improved by 0.405495

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.772
ELB improved by 0.333186

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.497
ELB improved by 0.274736

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.268
ELB improved by 0.229687

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.071
ELB improved by 0.196188

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.9
ELB improved by 0.171686

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.746
ELB improved by 0.153793

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.605
ELB improved by 0.140658

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.474
ELB improved by 0.130974

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.35
ELB improved by 0.123856

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.232
ELB improved by 0.11872

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.117
ELB improved by 0.115188

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.004
ELB improved by 0.113028

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.891
ELB improved by 0.112116

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.779
ELB improved by 0.112409

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.665
ELB improved by 0.113939

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.548
ELB improved by 0.116807

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.427
ELB improved by 0.121188

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.3
ELB improved by 0.127335

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.164
ELB improved by 0.135596

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.018
ELB improved by 0.146414

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.857
ELB improved by 0.160328

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.68
ELB improved by 0.177917

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.48
ELB improved by 0.199643

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.254
ELB improved by 0.225511

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420
ELB improved by 0.254577

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.715
ELB improved by 0.284629

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.402
ELB improved by 0.312747

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.066
ELB improved by 0.33688

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.708
ELB improved by 0.357117

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.333
ELB improved by 0.375247

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.94
ELB improved by 0.393284

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.527
ELB improved by 0.412464

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.094
ELB improved by 0.433018

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.64
ELB improved by 0.454154

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.166
ELB improved by 0.473753

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.679
ELB improved by 0.487619

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.19
ELB improved by 0.489289

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.717
ELB improved by 0.472603

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.281
ELB improved by 0.436392

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.895
ELB improved by 0.385841

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.566
ELB improved by 0.328926

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.293
ELB improved by 0.272677

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.071
ELB improved by 0.221858

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.892
ELB improved by 0.17917

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.746
ELB improved by 0.145768

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.625
ELB improved by 0.121658

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.519
ELB improved by 0.106112

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.42
ELB improved by 0.0981159

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.324
ELB improved by 0.0966263

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.223
ELB improved by 0.10047

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.115
ELB improved by 0.107966

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.999
ELB improved by 0.116588

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.876
ELB improved by 0.122847

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.754
ELB improved by 0.122201

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.643
ELB improved by 0.110432

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.555
ELB improved by 0.0883888

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.491
ELB improved by 0.0637596

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.447
ELB improved by 0.0440664

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.416
ELB improved by 0.0312564

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.392
ELB improved by 0.0236494

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.373
ELB improved by 0.0191183

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.357
ELB improved by 0.0162312

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.343
ELB improved by 0.0142101

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.33
ELB improved by 0.0126663

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.319
ELB improved by 0.0114096

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.308
ELB improved by 0.0103442

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.299
ELB improved by 0.00941961

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-864.534
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-578.892
ELB improved by 285.642

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-518.937
ELB improved by 59.955

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-483.218
ELB improved by 35.7187

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-467.57
ELB improved by 15.648

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.843
ELB improved by 7.72732

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.063
ELB improved by 5.78018

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.994
ELB improved by 6.06905

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.87
ELB improved by 7.1238

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.74
ELB improved by 8.13024

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.769
ELB improved by 7.97075

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.429
ELB improved by 6.34004

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.049
ELB improved by 4.38039

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.013
ELB improved by 3.03597

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.9
ELB improved by 2.11268

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.52
ELB improved by 1.38047

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.598
ELB improved by 0.921466

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.926
ELB improved by 0.671851

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.39
ELB improved by 0.536345

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.933
ELB improved by 0.457198

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.533
ELB improved by 0.399192

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.191
ELB improved by 0.342729

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.904
ELB improved by 0.286792

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.665
ELB improved by 0.239017

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.463
ELB improved by 0.202285

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.288
ELB improved by 0.174537

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.135
ELB improved by 0.153047

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.999
ELB improved by 0.135937

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.877
ELB improved by 0.122044

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.766
ELB improved by 0.110617

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.665
ELB improved by 0.101129

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.572
ELB improved by 0.0931941

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.486
ELB improved by 0.0865203

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.405
ELB improved by 0.0808808

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.329
ELB improved by 0.0760987

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.257
ELB improved by 0.0720346

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.188
ELB improved by 0.0685784

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.122
ELB improved by 0.0656433

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.059
ELB improved by 0.0631621

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.998
ELB improved by 0.0610843

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.939
ELB improved by 0.0593749

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.881
ELB improved by 0.0580145

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.824
ELB improved by 0.0570003

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.767
ELB improved by 0.0563492

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.711
ELB improved by 0.0561031

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.655
ELB improved by 0.0563372

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.598
ELB improved by 0.0571706

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.539
ELB improved by 0.0587802

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.478
ELB improved by 0.0614078

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.412
ELB improved by 0.0653433

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.341
ELB improved by 0.0708416

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.263
ELB improved by 0.0779226

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.177
ELB improved by 0.086083

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.083
ELB improved by 0.0941898

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.982
ELB improved by 0.100965

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.876
ELB improved by 0.105894

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.767
ELB improved by 0.109558

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.654
ELB improved by 0.113019

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.537
ELB improved by 0.117128

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.414
ELB improved by 0.12236

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.285
ELB improved by 0.128982

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.148
ELB improved by 0.137206

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.001
ELB improved by 0.147273

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.841
ELB improved by 0.159474

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.667
ELB improved by 0.174154

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.475
ELB improved by 0.191732

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.263
ELB improved by 0.212734

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.025
ELB improved by 0.237896

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.756
ELB improved by 0.268364

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.451
ELB improved by 0.305953

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.098
ELB improved by 0.352966

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.688
ELB improved by 0.409763

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.219
ELB improved by 0.468307

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.71
ELB improved by 0.50911

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.194
ELB improved by 0.5159

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.698
ELB improved by 0.496017

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.225
ELB improved by 0.47324

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.769
ELB improved by 0.456397

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.328
ELB improved by 0.440572

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.882
ELB improved by 0.446721

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.385
ELB improved by 0.496658

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.869
ELB improved by 0.515376

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.439
ELB improved by 0.430528

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.077
ELB improved by 0.361627

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.666
ELB improved by 0.411037

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.119
ELB improved by 0.546894

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.569
ELB improved by 0.549997

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.197
ELB improved by 0.372247

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.977
ELB improved by 0.220044

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.836
ELB improved by 0.141368

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.737
ELB improved by 0.0988912

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.667
ELB improved by 0.0695019

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.619
ELB improved by 0.0479261

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.586
ELB improved by 0.0336712

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.561
ELB improved by 0.0250582

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.541
ELB improved by 0.0198713

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.524
ELB improved by 0.0165118

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.51
ELB improved by 0.0140864

iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.498
ELB improved by 0.0121467

iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.488
ELB improved by 0.0104852

iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.479
ELB improved by 0.00901971

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-863.961
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-579.602
ELB improved by 284.359

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-516.505
ELB improved by 63.0968

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-469.383
ELB improved by 47.1219

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.777
ELB improved by 25.6058

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.889
ELB improved by 11.8883

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.027
ELB improved by 5.86247

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.555
ELB improved by 3.4715

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.184
ELB improved by 2.37105

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.373
ELB improved by 1.81143

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.876
ELB improved by 1.49658

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.582
ELB improved by 1.2946

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.433
ELB improved by 1.14899

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.396
ELB improved by 1.03685

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.447
ELB improved by 0.948841

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.566
ELB improved by 0.880454

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.738
ELB improved by 0.828553

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.948
ELB improved by 0.790052

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.186
ELB improved by 0.761413

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.448
ELB improved by 0.738521

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.731
ELB improved by 0.717041

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.038
ELB improved by 0.693325

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.372
ELB improved by 0.665577

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.737
ELB improved by 0.634512

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.135
ELB improved by 0.602842

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.561
ELB improved by 0.57373

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.012
ELB improved by 0.549324

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.481
ELB improved by 0.530329

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.965
ELB improved by 0.516551

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.457
ELB improved by 0.507552

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.955
ELB improved by 0.502545

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.455
ELB improved by 0.499267

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.962
ELB improved by 0.493171

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.483
ELB improved by 0.479421

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.026
ELB improved by 0.456699

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.598
ELB improved by 0.427542

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.203
ELB improved by 0.395296

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.841
ELB improved by 0.362369

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.511
ELB improved by 0.330239

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.211
ELB improved by 0.299718

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.94
ELB improved by 0.27111

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.695
ELB improved by 0.244388

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.476
ELB improved by 0.219362

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.28
ELB improved by 0.195836

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.106
ELB improved by 0.173699

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.953
ELB improved by 0.152974

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.82
ELB improved by 0.133785

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.703
ELB improved by 0.116296

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.603
ELB improved by 0.100641

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.516
ELB improved by 0.0868708

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.441
ELB improved by 0.0749389

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.376
ELB improved by 0.0647163

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.32
ELB improved by 0.0560206

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.272
ELB improved by 0.0486482

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.229
ELB improved by 0.042399

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.192
ELB improved by 0.037092

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.159
ELB improved by 0.032571

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.131
ELB improved by 0.0287058

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.105
ELB improved by 0.0253897

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.083
ELB improved by 0.0225353

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.063
ELB improved by 0.0200714

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.045
ELB improved by 0.0179393

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.029
ELB improved by 0.0160904

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.014
ELB improved by 0.0144838

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.001
ELB improved by 0.013085

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.989
ELB improved by 0.011865

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.979
ELB improved by 0.0107988

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.969
ELB improved by 0.00986516

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-853.778
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-555.904
ELB improved by 297.875

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-487.331
ELB improved by 68.5723

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.674
ELB improved by 42.6576

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.2
ELB improved by 17.4738

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.549
ELB improved by 7.65096

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.764
ELB improved by 4.78457

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.068
ELB improved by 3.69677

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.845
ELB improved by 3.22279

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.77
ELB improved by 3.07453

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.665
ELB improved by 3.10579

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.426
ELB improved by 3.23874

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.015
ELB improved by 3.41106

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.496
ELB improved by 3.51902

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.07
ELB improved by 3.42544

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.994
ELB improved by 3.07661

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.406
ELB improved by 2.58756

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.268
ELB improved by 2.13805

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.429
ELB improved by 1.8387

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.719
ELB improved by 1.71036

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375
ELB improved by 1.71896

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.191
ELB improved by 1.80913

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.254
ELB improved by 1.93703

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.168
ELB improved by 2.08612

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-366.913
ELB improved by 2.25473

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-364.487
ELB improved by 2.42591

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-361.953
ELB improved by 2.53408

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-359.478
ELB improved by 2.47539

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-357.281
ELB improved by 2.19709

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-355.508
ELB improved by 1.77258

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-354.153
ELB improved by 1.35516

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-353.074
ELB improved by 1.07928

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-352.13
ELB improved by 0.943146

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-351.234
ELB improved by 0.896313

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-350.25
ELB improved by 0.983724

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-349.395
ELB improved by 0.855835

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-348.912
ELB improved by 0.482687

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-348.674
ELB improved by 0.237895

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-348.546
ELB improved by 0.127893

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-348.466
ELB improved by 0.0799081

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-348.409
ELB improved by 0.0567585

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-348.366
ELB improved by 0.0438343

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-348.33
ELB improved by 0.0355944

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-348.3
ELB improved by 0.0298108

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-348.275
ELB improved by 0.0254831

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-348.253
ELB improved by 0.0221028

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-348.233
ELB improved by 0.019382

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-348.216
ELB improved by 0.0171435

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-348.201
ELB improved by 0.0152713

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-348.187
ELB improved by 0.013686

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-348.175
ELB improved by 0.0123303

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-348.164
ELB improved by 0.0111622

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-348.153
ELB improved by 0.0101494

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-348.144
ELB improved by 0.00926666

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  1.112   0.093   1.223 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0130.0060.020
getPIPs0.0120.0060.024
graper0.0210.0080.030
makeExampleData0.0020.0000.003
makeExampleDataWithUnequalGroups0.0020.0000.003
plotELBO0.1140.0080.127
plotGroupPenalties0.3490.0060.359
plotPosterior0.3070.0140.328
predict.graper0.2130.0300.249
print.graper0.0120.0060.017