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This page was generated on 2025-12-15 12:07 -0500 (Mon, 15 Dec 2025).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.3 LTS)x86_644.5.2 (2025-10-31) -- "[Not] Part in a Rumble" 4882
merida1macOS 12.7.6 Montereyx86_644.5.2 (2025-10-31) -- "[Not] Part in a Rumble" 4673
kjohnson1macOS 13.7.5 Venturaarm644.5.2 Patched (2025-11-04 r88984) -- "[Not] Part in a Rumble" 4607
taishanLinux (openEuler 24.03 LTS)aarch644.5.0 (2025-04-11) -- "How About a Twenty-Six" 4671
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 1.26.0  (landing page)
Britta Velten
Snapshot Date: 2025-12-11 13:45 -0500 (Thu, 11 Dec 2025)
git_url: https://git.bioconductor.org/packages/graper
git_branch: RELEASE_3_22
git_last_commit: 76fc31b
git_last_commit_date: 2025-10-29 10:49:21 -0500 (Wed, 29 Oct 2025)
nebbiolo2Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
merida1macOS 12.7.6 Monterey / x86_64  OK    OK    OK    OK  UNNEEDED, same version is already published
kjohnson1macOS 13.7.5 Ventura / arm64  OK    OK    OK    OK  UNNEEDED, same version is already published
taishanLinux (openEuler 24.03 LTS) / aarch64  OK    OK    OK  


CHECK results for graper on kjohnson1

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: 1.26.0
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_1.26.0.tar.gz
StartedAt: 2025-12-13 06:38:31 -0500 (Sat, 13 Dec 2025)
EndedAt: 2025-12-13 06:40:16 -0500 (Sat, 13 Dec 2025)
EllapsedTime: 104.8 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_1.26.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/Users/biocbuild/bbs-3.22-bioc/meat/graper.Rcheck’
* using R version 4.5.2 Patched (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 ‘1.26.0’
* 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-1500.0.40.1)’
* used SDK: ‘MacOSX11.3.1.sdk’
* checking installed package size ... OK
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking code files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... NOTE
checkRd: (-1) predict.graper.Rd:19-21: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:23-24: Lost braces in \itemize; meant \describe ?
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... 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-arm64/Resources/library’
* installing *source* package ‘graper’ ...
** this is package ‘graper’ version ‘1.26.0’
** using staged installation
** libs
using C++ compiler: ‘Apple clang version 15.0.0 (clang-1500.0.40.1)’
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/4.5-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.5-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/4.5-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.5-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/4.5-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 version 4.5.2 Patched (2025-11-04 r88984) -- "[Not] Part in a Rumble"
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=-851.82
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-592.325
ELB improved by 259.495

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-531.786
ELB improved by 60.5385

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-482.509
ELB improved by 49.2774

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.329
ELB improved by 28.1805

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.911
ELB improved by 11.4173

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.886
ELB improved by 5.02493

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.535
ELB improved by 3.35131

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.629
ELB improved by 2.90644

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.675
ELB improved by 2.95392

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.429
ELB improved by 3.24577

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.841
ELB improved by 3.58755

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.084
ELB improved by 3.75688

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.518
ELB improved by 3.56644

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.476
ELB improved by 3.04235

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.041
ELB improved by 2.43515

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.046
ELB improved by 1.99475

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.232
ELB improved by 1.8136

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.42
ELB improved by 1.81196

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.603
ELB improved by 1.81754

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.826
ELB improved by 1.77671

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.105
ELB improved by 1.72086

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.439
ELB improved by 1.66644

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.812
ELB improved by 1.62639

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.2
ELB improved by 1.61231

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.543
ELB improved by 1.6571

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.703
ELB improved by 1.83955

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.723
ELB improved by 1.98036

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.983
ELB improved by 1.74033

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.562
ELB improved by 1.42032

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.36
ELB improved by 1.20216

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.254
ELB improved by 1.10611

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.228
ELB improved by 1.02616

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.488
ELB improved by 0.739438

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.066
ELB improved by 0.422852

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.813
ELB improved by 0.252086

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.644
ELB improved by 0.169548

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.52
ELB improved by 0.123461

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.426
ELB improved by 0.0940991

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.352
ELB improved by 0.0739477

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.293
ELB improved by 0.0595489

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.244
ELB improved by 0.0489811

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.203
ELB improved by 0.0410494

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.168
ELB improved by 0.0349702

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.138
ELB improved by 0.0302169

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.111
ELB improved by 0.0264292

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.088
ELB improved by 0.0233575

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.067
ELB improved by 0.0208264

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.048
ELB improved by 0.0187107

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.031
ELB improved by 0.0169197

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.016
ELB improved by 0.0153869

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.002
ELB improved by 0.0140626

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.989
ELB improved by 0.0129089

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.977
ELB improved by 0.0118969

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.966
ELB improved by 0.0110039

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.956
ELB improved by 0.0102117

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.946
ELB improved by 0.00950598

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-869.757
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-578.9
ELB improved by 290.856

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-517.966
ELB improved by 60.9344

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-480.432
ELB improved by 37.5336

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.035
ELB improved by 16.3969

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.935
ELB improved by 7.10008

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.549
ELB improved by 4.38638

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.995
ELB improved by 3.5537

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.614
ELB improved by 3.3806

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.149
ELB improved by 3.46525

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.561
ELB improved by 3.58856

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.011
ELB improved by 3.54918

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.839
ELB improved by 3.1721

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.351
ELB improved by 2.48843

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.587
ELB improved by 1.76351

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.364
ELB improved by 1.22356

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.463
ELB improved by 0.900654

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.737
ELB improved by 0.726544

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.102
ELB improved by 0.634644

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.517
ELB improved by 0.585

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.959
ELB improved by 0.55804

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.412
ELB improved by 0.547358

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.857
ELB improved by 0.554877

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.274
ELB improved by 0.583029

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.654
ELB improved by 0.619255

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.022
ELB improved by 0.632522

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.412
ELB improved by 0.610317

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.84
ELB improved by 0.571139

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.309
ELB improved by 0.531698

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.811
ELB improved by 0.498137

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.338
ELB improved by 0.472655

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.883
ELB improved by 0.45478

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.446
ELB improved by 0.437693

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.036
ELB improved by 0.409694

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.668
ELB improved by 0.368069

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.345
ELB improved by 0.32234

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.065
ELB improved by 0.280725

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.819
ELB improved by 0.245361

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.604
ELB improved by 0.215649

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.413
ELB improved by 0.190528

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.244
ELB improved by 0.169074

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.094
ELB improved by 0.150573

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.959
ELB improved by 0.134474

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.839
ELB improved by 0.120357

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.731
ELB improved by 0.107894

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.634
ELB improved by 0.096829

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.547
ELB improved by 0.086964

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.469
ELB improved by 0.078144

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.399
ELB improved by 0.0702477

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.335
ELB improved by 0.063179

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.279
ELB improved by 0.0568601

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.227
ELB improved by 0.0512257

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.181
ELB improved by 0.0462195

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.139
ELB improved by 0.0417917

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.101
ELB improved by 0.0378973

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.067
ELB improved by 0.0344967

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.035
ELB improved by 0.0315567

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.006
ELB improved by 0.0290529

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.979
ELB improved by 0.0269741

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.954
ELB improved by 0.0253307

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.93
ELB improved by 0.0241693

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.906
ELB improved by 0.0236025

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.882
ELB improved by 0.023872

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.857
ELB improved by 0.025488

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.827
ELB improved by 0.029554

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.789
ELB improved by 0.0385277

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.731
ELB improved by 0.0578167

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.634
ELB improved by 0.0973878

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.47
ELB improved by 0.16332

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.249
ELB improved by 0.221308

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.037
ELB improved by 0.211691

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.878
ELB improved by 0.159622

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.76
ELB improved by 0.118119

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.663
ELB improved by 0.0966898

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.573
ELB improved by 0.0893985

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.481
ELB improved by 0.0920549

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.378
ELB improved by 0.103747

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.252
ELB improved by 0.126071

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.09
ELB improved by 0.16148

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.883
ELB improved by 0.20739

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.635
ELB improved by 0.247411

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.373
ELB improved by 0.262686

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.114
ELB improved by 0.25895

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.857
ELB improved by 0.256344

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.583
ELB improved by 0.273828

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.25
ELB improved by 0.333476

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.842
ELB improved by 0.40828

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.496
ELB improved by 0.345559

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.302
ELB improved by 0.194062

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.196
ELB improved by 0.106521

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.131
ELB improved by 0.0641706

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.091
ELB improved by 0.0406527

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.064
ELB improved by 0.0268678

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.045
ELB improved by 0.0186222

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.032
ELB improved by 0.0135434

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.021
ELB improved by 0.0102908

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.013
ELB improved by 0.0081217

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-901.495
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-577.284
ELB improved by 324.212

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-519.629
ELB improved by 57.6547

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-482.141
ELB improved by 37.4879

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-465.115
ELB improved by 17.0255

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.561
ELB improved by 7.5545

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.701
ELB improved by 4.86018

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.627
ELB improved by 4.0742

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.743
ELB improved by 3.88369

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.844
ELB improved by 3.89867

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.867
ELB improved by 3.97709

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.819
ELB improved by 4.04846

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.782
ELB improved by 4.03707

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.943
ELB improved by 3.8385

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.565
ELB improved by 3.37772

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.85
ELB improved by 2.71543

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.82
ELB improved by 2.03012

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.353
ELB improved by 1.46719

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.294
ELB improved by 1.05909

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.522
ELB improved by 0.771785

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.954
ELB improved by 0.568226

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.528
ELB improved by 0.425148

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.202
ELB improved by 0.326264

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.944
ELB improved by 0.257911

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.735
ELB improved by 0.209458

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.561
ELB improved by 0.173784

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.414
ELB improved by 0.146539

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.289
ELB improved by 0.125117

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.181
ELB improved by 0.107906

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.088
ELB improved by 0.0938514

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.005
ELB improved by 0.0822245

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.933
ELB improved by 0.0724995

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.869
ELB improved by 0.0642856

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.811
ELB improved by 0.0572873

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.76
ELB improved by 0.0512784

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.714
ELB improved by 0.0460833

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.672
ELB improved by 0.0415641

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.635
ELB improved by 0.0376117

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.601
ELB improved by 0.0341382

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.57
ELB improved by 0.0310723

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.541
ELB improved by 0.0283557

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.515
ELB improved by 0.0259399

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.491
ELB improved by 0.0237849

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.47
ELB improved by 0.0218566

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.449
ELB improved by 0.0201266

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.431
ELB improved by 0.0185704

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.414
ELB improved by 0.0171673

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.398
ELB improved by 0.0158994

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.383
ELB improved by 0.0147513

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.369
ELB improved by 0.0137096

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.357
ELB improved by 0.0127627

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.345
ELB improved by 0.0119005

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.334
ELB improved by 0.0111141

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.323
ELB improved by 0.0103957

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.313
ELB improved by 0.00973835

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-840.177
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-557.839
ELB improved by 282.338

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-499.622
ELB improved by 58.2173

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.211
ELB improved by 35.4104

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.882
ELB improved by 15.3297

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.077
ELB improved by 6.8047

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.866
ELB improved by 4.21093

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.533
ELB improved by 3.33355

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.408
ELB improved by 3.12503

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.266
ELB improved by 3.14144

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.127
ELB improved by 3.13871

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.135
ELB improved by 2.99227

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.453
ELB improved by 2.68171

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.21
ELB improved by 2.24365

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.489
ELB improved by 1.72073

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.268
ELB improved by 1.22101

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.42
ELB improved by 0.847609

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.794
ELB improved by 0.626401

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.284
ELB improved by 0.510245

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.838
ELB improved by 0.445861

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.426
ELB improved by 0.411514

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.028
ELB improved by 0.39869

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.637
ELB improved by 0.390825

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.27
ELB improved by 0.367031

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.944
ELB improved by 0.326211

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.657
ELB improved by 0.286786

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.4
ELB improved by 0.256751

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.168
ELB improved by 0.232474

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.957
ELB improved by 0.210399

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.768
ELB improved by 0.189424

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.598
ELB improved by 0.169681

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.447
ELB improved by 0.151589

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.311
ELB improved by 0.135445

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.19
ELB improved by 0.121335

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.081
ELB improved by 0.109178

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.982
ELB improved by 0.0987944

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.892
ELB improved by 0.089964

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.809
ELB improved by 0.0824605

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.733
ELB improved by 0.0760725

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.663
ELB improved by 0.0706138

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.597
ELB improved by 0.0659266

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.535
ELB improved by 0.0618807

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.476
ELB improved by 0.0583705

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.421
ELB improved by 0.0553109

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.369
ELB improved by 0.0526343

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.318
ELB improved by 0.0502862

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.27
ELB improved by 0.0482231

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.224
ELB improved by 0.0464096

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.179
ELB improved by 0.0448167

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.135
ELB improved by 0.0434201

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.093
ELB improved by 0.0421995

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.052
ELB improved by 0.0411373

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.012
ELB improved by 0.0402178

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.972
ELB improved by 0.0394273

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.934
ELB improved by 0.0387528

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.895
ELB improved by 0.0381824

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.858
ELB improved by 0.0377044

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.82
ELB improved by 0.0373075

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.783
ELB improved by 0.0369804

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.747
ELB improved by 0.0367118

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.71
ELB improved by 0.03649

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.674
ELB improved by 0.0363032

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.638
ELB improved by 0.0361391

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.602
ELB improved by 0.0359854

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.566
ELB improved by 0.0358293

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.53
ELB improved by 0.0356581

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.495
ELB improved by 0.0354591

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.46
ELB improved by 0.0352199

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.425
ELB improved by 0.0349286

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.39
ELB improved by 0.0345743

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.356
ELB improved by 0.0341471

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.322
ELB improved by 0.0336386

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.289
ELB improved by 0.0330424

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.257
ELB improved by 0.032354

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.225
ELB improved by 0.0315711

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.195
ELB improved by 0.030694

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.165
ELB improved by 0.0297257

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.136
ELB improved by 0.0286713

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.109
ELB improved by 0.0275387

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.082
ELB improved by 0.0263379

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.057
ELB improved by 0.0250806

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.034
ELB improved by 0.0237804

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.011
ELB improved by 0.0224515

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.99
ELB improved by 0.0211091

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.97
ELB improved by 0.0197684

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.952
ELB improved by 0.0184443

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.935
ELB improved by 0.0171512

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.919
ELB improved by 0.0159024

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.904
ELB improved by 0.0147102

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.89
ELB improved by 0.0135861

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.878
ELB improved by 0.0125403

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.866
ELB improved by 0.0115829

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.856
ELB improved by 0.0107238

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.846
ELB improved by 0.00997397

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  3.166   0.252   4.850 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0360.0200.098
getPIPs0.0300.0140.061
graper0.0500.0220.078
makeExampleData0.0050.0010.007
makeExampleDataWithUnequalGroups0.0260.0030.063
plotELBO0.3550.0260.560
plotGroupPenalties1.3620.0451.959
plotPosterior0.6420.0290.985
predict.graper0.4250.0720.740
print.graper0.0330.0130.088