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This page was generated on 2025-10-25 12:04 -0400 (Sat, 25 Oct 2025).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.3 LTS)x86_644.5.1 Patched (2025-08-23 r88802) -- "Great Square Root" 4901
lconwaymacOS 12.7.6 Montereyx86_644.5.1 Patched (2025-09-10 r88807) -- "Great Square Root" 4691
kjohnson3macOS 13.7.7 Venturaarm644.5.1 Patched (2025-09-10 r88807) -- "Great Square Root" 4637
taishanLinux (openEuler 24.03 LTS)aarch644.5.0 (2025-04-11) -- "How About a Twenty-Six" 4658
Click on any hostname to see more info about the system (e.g. compilers)      (*) as reported by 'uname -p', except on Windows and Mac OS X

Package 922/2361HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.25.2  (landing page)
Britta Velten
Snapshot Date: 2025-10-24 13:45 -0400 (Fri, 24 Oct 2025)
git_url: https://git.bioconductor.org/packages/graper
git_branch: devel
git_last_commit: 82b0592
git_last_commit_date: 2025-06-24 03:15:40 -0400 (Tue, 24 Jun 2025)
nebbiolo2Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
lconwaymacOS 12.7.6 Monterey / x86_64  OK    OK    OK    OK  UNNEEDED, same version is already published
kjohnson3macOS 13.7.7 Ventura / arm64  OK    OK    OK    OK  UNNEEDED, same version is already published
taishanLinux (openEuler 24.03 LTS) / aarch64  OK    NA    NA  


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: 1.25.2
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_1.25.2.tar.gz
StartedAt: 2025-10-24 21:39:49 -0400 (Fri, 24 Oct 2025)
EndedAt: 2025-10-24 21:41:08 -0400 (Fri, 24 Oct 2025)
EllapsedTime: 78.2 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_1.25.2.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/Users/biocbuild/bbs-3.22-bioc/meat/graper.Rcheck’
* using R version 4.5.1 Patched (2025-09-10 r88807)
* using platform: x86_64-apple-darwin20
* R was compiled by
    Apple clang version 14.0.0 (clang-1400.0.29.202)
    GNU Fortran (GCC) 14.2.0
* running under: macOS Monterey 12.7.6
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.25.2’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘graper’ can be installed ... OK
* used C++ compiler: ‘Apple clang version 14.0.0 (clang-1400.0.29.202)’
* used SDK: ‘MacOSX11.3.1.sdk’
* checking installed package size ... OK
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking code files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... NOTE
checkRd: (-1) predict.graper.Rd:19-21: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:23-24: Lost braces in \itemize; meant \describe ?
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... NOTE
Note: information on .o files is not available
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
  Running ‘testthat.R’
 OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE

Status: 2 NOTEs
See
  ‘/Users/biocbuild/bbs-3.22-bioc/meat/graper.Rcheck/00check.log’
for details.


Installation output

graper.Rcheck/00install.out

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


* installing to library ‘/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library’
* installing *source* package ‘graper’ ...
** this is package ‘graper’ version ‘1.25.2’
** using staged installation
** libs
using C++ compiler: ‘Apple clang version 14.0.0 (clang-1400.0.29.202)’
using SDK: ‘MacOSX11.3.1.sdk’
clang++ -arch x86_64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/BH/include' -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c RcppExports.cpp -o RcppExports.o
clang++ -arch x86_64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/BH/include' -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c fit_graper.cpp -o fit_graper.o
clang++ -arch x86_64 -std=gnu++17 -dynamiclib -Wl,-headerpad_max_install_names -undefined dynamic_lookup -L/Library/Frameworks/R.framework/Resources/lib -L/opt/R/x86_64/lib -o graper.so RcppExports.o fit_graper.o -L/Library/Frameworks/R.framework/Resources/lib -lRlapack -L/Library/Frameworks/R.framework/Resources/lib -lRblas -L/opt/gfortran/lib/gcc/x86_64-apple-darwin20.0/14.2.0 -L/opt/gfortran/lib -lemutls_w -lheapt_w -lgfortran -lquadmath -F/Library/Frameworks/R.framework/.. -framework R
installing to /Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/00LOCK-graper/00new/graper/libs
** R
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
** checking absolute paths in shared objects and dynamic libraries
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (graper)

Tests output

graper.Rcheck/tests/testthat.Rout


R version 4.5.1 Patched (2025-09-10 r88807) -- "Great Square Root"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: x86_64-apple-darwin20

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

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

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

> library(testthat)
> library(graper)
> 
> test_check("graper")
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-859.04
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-558.238
ELB improved by 300.802

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-494.949
ELB improved by 63.2896

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.393
ELB improved by 35.5562

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.596
ELB improved by 13.7969

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.137
ELB improved by 5.45867

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.04
ELB improved by 3.09715

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.864
ELB improved by 2.17642

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.086
ELB improved by 1.778

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.485
ELB improved by 1.60102

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.965
ELB improved by 1.51947

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.492
ELB improved by 1.47348

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.061
ELB improved by 1.43048

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.691
ELB improved by 1.37055

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.409
ELB improved by 1.2821

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.246
ELB improved by 1.16266

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.227
ELB improved by 1.0193

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.361
ELB improved by 0.865192

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.647
ELB improved by 0.714097

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.071
ELB improved by 0.576657

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.611
ELB improved by 0.459238

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.247
ELB improved by 0.364076

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.957
ELB improved by 0.290035

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.723
ELB improved by 0.233916

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.531
ELB improved by 0.191859

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.371
ELB improved by 0.160314

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.235
ELB improved by 0.136445

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.117
ELB improved by 0.11815

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.013
ELB improved by 0.103924

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.92
ELB improved by 0.0926939

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.836
ELB improved by 0.0836946

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.76
ELB improved by 0.0763723

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.69
ELB improved by 0.0703245

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.624
ELB improved by 0.0652561

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.563
ELB improved by 0.0609493

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.506
ELB improved by 0.0572423

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.452
ELB improved by 0.0540136

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.401
ELB improved by 0.051171

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.352
ELB improved by 0.0486434

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.306
ELB improved by 0.0463752

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.262
ELB improved by 0.0443224

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.219
ELB improved by 0.0424497

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.178
ELB improved by 0.0407283

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.139
ELB improved by 0.0391343

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.102
ELB improved by 0.0376481

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.065
ELB improved by 0.0362534

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.03
ELB improved by 0.0349364

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.997
ELB improved by 0.0336857

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.964
ELB improved by 0.0324918

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.933
ELB improved by 0.031347

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.903
ELB improved by 0.0302449

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.873
ELB improved by 0.0291803

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.845
ELB improved by 0.0281492

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.818
ELB improved by 0.0271486

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.792
ELB improved by 0.0261762

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.767
ELB improved by 0.0252303

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.742
ELB improved by 0.0243101

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.719
ELB improved by 0.0234148

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.697
ELB improved by 0.0225443

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.675
ELB improved by 0.0216985

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.654
ELB improved by 0.0208776

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.634
ELB improved by 0.020082

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.615
ELB improved by 0.0193119

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.596
ELB improved by 0.0185677

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.578
ELB improved by 0.0178495

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.561
ELB improved by 0.0171575

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.544
ELB improved by 0.0164919

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.529
ELB improved by 0.0158525

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.513
ELB improved by 0.0152391

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.499
ELB improved by 0.0146514

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.485
ELB improved by 0.0140891

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.471
ELB improved by 0.0135515

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.458
ELB improved by 0.013038

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.445
ELB improved by 0.012548

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.433
ELB improved by 0.0120806

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.422
ELB improved by 0.0116351

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.411
ELB improved by 0.0112105

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.4
ELB improved by 0.010806

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.389
ELB improved by 0.0104207

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.379
ELB improved by 0.0100537

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.37
ELB improved by 0.00970417

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-871.993
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-583.317
ELB improved by 288.676

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-524.291
ELB improved by 59.0256

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-486.955
ELB improved by 37.336

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-470.601
ELB improved by 16.3539

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-463.29
ELB improved by 7.31137

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.253
ELB improved by 5.03655

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.783
ELB improved by 4.47051

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.431
ELB improved by 4.35204

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.178
ELB improved by 4.25322

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.241
ELB improved by 3.93619

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.908
ELB improved by 3.33381

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.323
ELB improved by 2.58415

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.382
ELB improved by 1.9413

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.869
ELB improved by 1.51285

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.653
ELB improved by 1.21608

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.669
ELB improved by 0.983958

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.838
ELB improved by 0.831591

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.091
ELB improved by 0.746856

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.394
ELB improved by 0.69712

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.732
ELB improved by 0.661773

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.1
ELB improved by 0.631522

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.498
ELB improved by 0.602511

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.925
ELB improved by 0.572948

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.383
ELB improved by 0.541662

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.875
ELB improved by 0.508143

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.402
ELB improved by 0.473084

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.964
ELB improved by 0.438075

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.559
ELB improved by 0.404652

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.186
ELB improved by 0.373771

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.84
ELB improved by 0.345909

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.518
ELB improved by 0.321353

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.218
ELB improved by 0.300462

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.934
ELB improved by 0.28397

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.66
ELB improved by 0.273525

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.387
ELB improved by 0.272951

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.096
ELB improved by 0.291215

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.749
ELB improved by 0.347049

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.291
ELB improved by 0.45815

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.723
ELB improved by 0.567864

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.152
ELB improved by 0.571582

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.627
ELB improved by 0.52415

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.128
ELB improved by 0.499693

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.618
ELB improved by 0.509568

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.052
ELB improved by 0.56565

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.361
ELB improved by 0.691274

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.538
ELB improved by 0.823289

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.774
ELB improved by 0.763602

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.186
ELB improved by 0.588761

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.735
ELB improved by 0.450379

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.39
ELB improved by 0.344731

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.135
ELB improved by 0.255579

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.952
ELB improved by 0.183005

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.823
ELB improved by 0.128539

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.733
ELB improved by 0.0902813

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.669
ELB improved by 0.0645302

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.621
ELB improved by 0.0476011

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.584
ELB improved by 0.0365558

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.555
ELB improved by 0.0292709

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.531
ELB improved by 0.0242821

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.51
ELB improved by 0.0206145

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.493
ELB improved by 0.0176585

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.477
ELB improved by 0.0150844

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.465
ELB improved by 0.012764

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.454
ELB improved by 0.010689

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.445
ELB improved by 0.00889288

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-877.507
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-553.494
ELB improved by 324.013

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-495.842
ELB improved by 57.652

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-467.375
ELB improved by 28.4669

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.173
ELB improved by 10.2017

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.397
ELB improved by 4.77635

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.981
ELB improved by 3.41608

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.951
ELB improved by 3.03046

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.956
ELB improved by 2.9946

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.848
ELB improved by 3.10804

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.571
ELB improved by 3.27746

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.151
ELB improved by 3.41941

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.727
ELB improved by 3.42377

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.53
ELB improved by 3.19693

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.786
ELB improved by 2.74446

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.611
ELB improved by 2.17518

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.988
ELB improved by 1.62303

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.805
ELB improved by 1.18234

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.929
ELB improved by 0.876586

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.261
ELB improved by 0.667687

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.754
ELB improved by 0.507301

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.368
ELB improved by 0.386203

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.06
ELB improved by 0.307929

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.803
ELB improved by 0.25684

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.586
ELB improved by 0.216849

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.403
ELB improved by 0.182798

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.248
ELB improved by 0.155221

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.113
ELB improved by 0.134572

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.993
ELB improved by 0.119933

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.884
ELB improved by 0.109888

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.78
ELB improved by 0.103246

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.681
ELB improved by 0.0992092

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.584
ELB improved by 0.0972963

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.487
ELB improved by 0.0972438

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.388
ELB improved by 0.09894

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.285
ELB improved by 0.102393

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.178
ELB improved by 0.10772

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.062
ELB improved by 0.115153

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.937
ELB improved by 0.125043

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.799
ELB improved by 0.137879

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.645
ELB improved by 0.154274

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.47
ELB improved by 0.17493

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.27
ELB improved by 0.200535

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.038
ELB improved by 0.231605

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.77
ELB improved by 0.26834

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.459
ELB improved by 0.310671

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.101
ELB improved by 0.358581

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.688
ELB improved by 0.41268

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.213
ELB improved by 0.475071

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.662
ELB improved by 0.551191

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.007
ELB improved by 0.654195

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.195
ELB improved by 0.812586

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.126
ELB improved by 1.06907

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.703
ELB improved by 1.42263

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.974
ELB improved by 1.72864

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.106
ELB improved by 1.86832

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.163
ELB improved by 1.94323

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.176
ELB improved by 1.98661

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.427
ELB improved by 1.74901

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.098
ELB improved by 1.32903

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.125
ELB improved by 0.973453

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.519
ELB improved by 0.606133

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.182
ELB improved by 0.336776

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.987
ELB improved by 0.194588

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.862
ELB improved by 0.124989

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.773
ELB improved by 0.0891106

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.704
ELB improved by 0.0687442

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.648
ELB improved by 0.0560942

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.601
ELB improved by 0.0477464

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.558
ELB improved by 0.0421077

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.52
ELB improved by 0.0383701

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.484
ELB improved by 0.0360635

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.449
ELB improved by 0.0348224

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.415
ELB improved by 0.0342228

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.381
ELB improved by 0.0336726

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.349
ELB improved by 0.0324463

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.319
ELB improved by 0.0299659

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.293
ELB improved by 0.0261992

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.271
ELB improved by 0.0217571

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.253
ELB improved by 0.0174928

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.239
ELB improved by 0.0139923

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.228
ELB improved by 0.0114047

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.218
ELB improved by 0.00958912

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-877.251
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-591.604
ELB improved by 285.647

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-531.595
ELB improved by 60.0087

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-488.932
ELB improved by 42.6627

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-468.376
ELB improved by 20.5567

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.046
ELB improved by 8.32977

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.524
ELB improved by 4.52235

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.046
ELB improved by 3.47801

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.89
ELB improved by 3.15556

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.822
ELB improved by 3.06761

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.794
ELB improved by 3.02836

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.864
ELB improved by 2.93046

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.15
ELB improved by 2.714

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.77
ELB improved by 2.37978

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.787
ELB improved by 1.98321

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.208
ELB improved by 1.57877

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.001
ELB improved by 1.20723

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.085
ELB improved by 0.915641

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.368
ELB improved by 0.716649

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.777
ELB improved by 0.591207

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.259
ELB improved by 0.517932

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.779
ELB improved by 0.480423

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.315
ELB improved by 0.464134

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.862
ELB improved by 0.453002

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.426
ELB improved by 0.435256

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.017
ELB improved by 0.40974

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.635
ELB improved by 0.381308

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.277
ELB improved by 0.357883

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.932
ELB improved by 0.345023

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.59
ELB improved by 0.3421

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.244
ELB improved by 0.345746

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.891
ELB improved by 0.353148

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.529
ELB improved by 0.362722

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.155
ELB improved by 0.373851

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.768
ELB improved by 0.386645

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.366
ELB improved by 0.40182

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.946
ELB improved by 0.420667

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.501
ELB improved by 0.445079

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.023
ELB improved by 0.477593

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.502
ELB improved by 0.520963

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.927
ELB improved by 0.57541

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.295
ELB improved by 0.631369

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.628
ELB improved by 0.667079

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.958
ELB improved by 0.670376

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.306
ELB improved by 0.651644

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.686
ELB improved by 0.619813

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.112
ELB improved by 0.574719

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.595
ELB improved by 0.516305

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.148
ELB improved by 0.44762

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.774
ELB improved by 0.373932

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.472
ELB improved by 0.301384

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.237
ELB improved by 0.23548

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.057
ELB improved by 0.179784

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.922
ELB improved by 0.13549

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.82
ELB improved by 0.101904

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.742
ELB improved by 0.0773163

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.683
ELB improved by 0.0597547

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.635
ELB improved by 0.0474236

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.596
ELB improved by 0.0388709

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.563
ELB improved by 0.0329947

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.534
ELB improved by 0.0289855

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.508
ELB improved by 0.0262555

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.484
ELB improved by 0.0243797

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.461
ELB improved by 0.0230524

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.439
ELB improved by 0.0220567

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.417
ELB improved by 0.0212426

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.397
ELB improved by 0.020508

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.377
ELB improved by 0.019785

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.358
ELB improved by 0.0190286

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.34
ELB improved by 0.0182114

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.323
ELB improved by 0.0173211

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.306
ELB improved by 0.0163598

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.291
ELB improved by 0.0153426

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.277
ELB improved by 0.0142935

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.263
ELB improved by 0.0132405

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.251
ELB improved by 0.0122106

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.24
ELB improved by 0.0112256

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.23
ELB improved by 0.010301

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.22
ELB improved by 0.00944554

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.740   0.272   3.020 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0480.0130.061
getPIPs0.0470.0130.060
graper0.0760.0180.095
makeExampleData0.0240.0040.029
makeExampleDataWithUnequalGroups0.0090.0000.011
plotELBO0.3190.0170.337
plotGroupPenalties1.3190.0511.376
plotPosterior0.7440.0220.770
predict.graper1.8970.0841.991
print.graper0.0470.0130.060