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This page was generated on 2025-11-24 12:06 -0500 (Mon, 24 Nov 2025).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.3 LTS)x86_644.5.2 (2025-10-31) -- "[Not] Part in a Rumble" 4873
merida1macOS 12.7.6 Montereyx86_644.5.2 Patched (2025-11-05 r88990) -- "[Not] Part in a Rumble" 4654
kjohnson1macOS 13.7.5 Venturaarm644.5.2 Patched (2025-11-04 r88984) -- "[Not] Part in a Rumble" 4600
taishanLinux (openEuler 24.03 LTS)aarch644.5.0 (2025-04-11) -- "How About a Twenty-Six" 4668
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: 2025-11-20 15:01 -0500 (Thu, 20 Nov 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: 2025-11-22 06:11:47 -0500 (Sat, 22 Nov 2025)
EndedAt: 2025-11-22 06:13:32 -0500 (Sat, 22 Nov 2025)
EllapsedTime: 105.0 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=-901.79
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-564.46
ELB improved by 337.329

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-507.552
ELB improved by 56.9081

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-477.428
ELB improved by 30.1238

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-466.475
ELB improved by 10.9535

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.941
ELB improved by 4.53356

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.777
ELB improved by 3.16447

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.982
ELB improved by 2.79465

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.234
ELB improved by 2.74802

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.37
ELB improved by 2.8642

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.295
ELB improved by 3.07499

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.947
ELB improved by 3.34844

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.285
ELB improved by 3.66171

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.307
ELB improved by 3.97763

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.089
ELB improved by 4.21802

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.829
ELB improved by 4.25983

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.824
ELB improved by 4.00523

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.406
ELB improved by 3.41864

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.805
ELB improved by 2.6003

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.975
ELB improved by 1.83033

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.7
ELB improved by 1.27461

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.778
ELB improved by 0.922725

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.076
ELB improved by 0.701969

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.523
ELB improved by 0.553026

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.076
ELB improved by 0.446415

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.706
ELB improved by 0.369793

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.391
ELB improved by 0.315178

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.115
ELB improved by 0.275807

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.869
ELB improved by 0.246632

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.644
ELB improved by 0.22432

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.438
ELB improved by 0.206746

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.245
ELB improved by 0.192524

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.064
ELB improved by 0.180714

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.894
ELB improved by 0.170644

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.732
ELB improved by 0.161822

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.578
ELB improved by 0.153879

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.432
ELB improved by 0.146542

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.292
ELB improved by 0.139609

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.159
ELB improved by 0.132936

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.033
ELB improved by 0.126424

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.913
ELB improved by 0.120015

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.799
ELB improved by 0.113675

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.692
ELB improved by 0.107396

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.59
ELB improved by 0.101186

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.495
ELB improved by 0.0950622

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.406
ELB improved by 0.089051

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.323
ELB improved by 0.083182

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.246
ELB improved by 0.0774856

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.174
ELB improved by 0.0719911

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.107
ELB improved by 0.0667246

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.045
ELB improved by 0.0617081

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.988
ELB improved by 0.0569586

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.936
ELB improved by 0.0524878

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.887
ELB improved by 0.0483022

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.843
ELB improved by 0.0444034

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.802
ELB improved by 0.0407884

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.765
ELB improved by 0.0374509

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.73
ELB improved by 0.034381

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.699
ELB improved by 0.0315669

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.67
ELB improved by 0.0289947

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.643
ELB improved by 0.0266495

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.619
ELB improved by 0.024516

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.596
ELB improved by 0.0225784

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.575
ELB improved by 0.0208213

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.556
ELB improved by 0.0192296

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.538
ELB improved by 0.0177888

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.522
ELB improved by 0.0164854

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.506
ELB improved by 0.0153065

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.492
ELB improved by 0.0142404

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.479
ELB improved by 0.013276

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.467
ELB improved by 0.0124032

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.455
ELB improved by 0.0116131

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.444
ELB improved by 0.0108971

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.434
ELB improved by 0.0102478

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.424
ELB improved by 0.00965838

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-867.025
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-562.747
ELB improved by 304.278

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-499.522
ELB improved by 63.225

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-465.999
ELB improved by 33.5227

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.439
ELB improved by 12.5599

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.143
ELB improved by 5.29583

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.638
ELB improved by 3.50556

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.544
ELB improved by 3.09427

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.442
ELB improved by 3.10158

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.112
ELB improved by 3.33033

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.395
ELB improved by 3.71676

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.259
ELB improved by 4.13606

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.948
ELB improved by 4.31094

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.988
ELB improved by 3.96025

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.862
ELB improved by 3.12515

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.688
ELB improved by 2.17435

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.257
ELB improved by 1.43141

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.28
ELB improved by 0.977172

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.541
ELB improved by 0.73867

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.915
ELB improved by 0.626091

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.329
ELB improved by 0.585305

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.74
ELB improved by 0.589738

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.122
ELB improved by 0.617973

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.481
ELB improved by 0.641099

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.839
ELB improved by 0.641223

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.213
ELB improved by 0.626793

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.601
ELB improved by 0.611311

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.001
ELB improved by 0.60073

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.406
ELB improved by 0.594345

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.822
ELB improved by 0.58391

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.267
ELB improved by 0.555082

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.766
ELB improved by 0.501355

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.332
ELB improved by 0.434202

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.964
ELB improved by 0.367993

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.655
ELB improved by 0.309112

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.396
ELB improved by 0.258955

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.178
ELB improved by 0.217207

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.995
ELB improved by 0.18294

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.84
ELB improved by 0.155008

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.708
ELB improved by 0.132264

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.595
ELB improved by 0.113685

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.496
ELB improved by 0.0984129

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.41
ELB improved by 0.0857579

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.335
ELB improved by 0.075179

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.269
ELB improved by 0.066258

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.21
ELB improved by 0.0586726

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.158
ELB improved by 0.0521745

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.111
ELB improved by 0.0465708

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.07
ELB improved by 0.0417107

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.032
ELB improved by 0.0374743

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.999
ELB improved by 0.0337657

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.968
ELB improved by 0.0305069

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.94
ELB improved by 0.027634

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.915
ELB improved by 0.0250939

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.892
ELB improved by 0.0228421

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.872
ELB improved by 0.0208411

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.853
ELB improved by 0.0190591

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.835
ELB improved by 0.0174689

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.819
ELB improved by 0.0160472

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.804
ELB improved by 0.0147736

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.791
ELB improved by 0.0136309

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.778
ELB improved by 0.0126039

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.766
ELB improved by 0.0116792

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.756
ELB improved by 0.0108454

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.745
ELB improved by 0.0100925

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.736
ELB improved by 0.00941139

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-837.591
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-566.578
ELB improved by 271.013

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-505.143
ELB improved by 61.4352

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-466.126
ELB improved by 39.0169

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.357
ELB improved by 16.7689

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.538
ELB improved by 6.81913

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.761
ELB improved by 3.77709

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.047
ELB improved by 2.71434

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.767
ELB improved by 2.28012

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.682
ELB improved by 2.0846

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.7
ELB improved by 1.98248

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.78
ELB improved by 1.92004

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.909
ELB improved by 1.87014

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.104
ELB improved by 1.80571

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.408
ELB improved by 1.69614

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.886
ELB improved by 1.52108

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.596
ELB improved by 1.29004

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.554
ELB improved by 1.04261

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.731
ELB improved by 0.822451

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.077
ELB improved by 0.654173

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.536
ELB improved by 0.541565

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.059
ELB improved by 0.476259

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.613
ELB improved by 0.446234

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.172
ELB improved by 0.441639

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.715
ELB improved by 0.456996

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.224
ELB improved by 0.49007

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.685
ELB improved by 0.539203

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.084
ELB improved by 0.601244

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.413
ELB improved by 0.671057

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.67
ELB improved by 0.742782

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.858
ELB improved by 0.812472

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.978
ELB improved by 0.879888

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.033
ELB improved by 0.945207

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.031
ELB improved by 1.00127

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.994
ELB improved by 1.03765

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.933
ELB improved by 1.06023

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.841
ELB improved by 1.09259

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.688
ELB improved by 1.153

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.491
ELB improved by 1.19699

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.375
ELB improved by 1.11575

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.444
ELB improved by 0.93154

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.708
ELB improved by 0.735648

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.147
ELB improved by 0.560758

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.731
ELB improved by 0.416035

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.427
ELB improved by 0.303725

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.207
ELB improved by 0.220739

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.045
ELB improved by 0.161237

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.926
ELB improved by 0.11916

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.837
ELB improved by 0.0894813

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.768
ELB improved by 0.0684442

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.715
ELB improved by 0.0533868

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.672
ELB improved by 0.0424716

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.638
ELB improved by 0.0344451

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.61
ELB improved by 0.0284535

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.586
ELB improved by 0.0239122

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.565
ELB improved by 0.0204172

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.548
ELB improved by 0.0176864

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.532
ELB improved by 0.0155203

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.518
ELB improved by 0.0137765

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.506
ELB improved by 0.0123524

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.495
ELB improved by 0.011173

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.485
ELB improved by 0.0101832

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.475
ELB improved by 0.00934207

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-878.058
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-548.483
ELB improved by 329.575

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-493.788
ELB improved by 54.6957

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-466.732
ELB improved by 27.056

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.866
ELB improved by 11.8659

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.257
ELB improved by 6.6091

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.026
ELB improved by 5.23049

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.783
ELB improved by 5.24334

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.075
ELB improved by 5.70816

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.069
ELB improved by 6.00542

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.517
ELB improved by 5.55216

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.214
ELB improved by 4.3031

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.325
ELB improved by 2.88895

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.481
ELB improved by 1.84365

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.253
ELB improved by 1.22812

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.339
ELB improved by 0.913839

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.537
ELB improved by 0.802033

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.695
ELB improved by 0.842402

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.814
ELB improved by 0.880733

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.1
ELB improved by 0.714471

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.584
ELB improved by 0.516132

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.164
ELB improved by 0.419714

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.781
ELB improved by 0.382865

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.427
ELB improved by 0.35434

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.12
ELB improved by 0.306455

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.874
ELB improved by 0.246363

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.68
ELB improved by 0.193973

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.524
ELB improved by 0.156121

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.394
ELB improved by 0.130112

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.282
ELB improved by 0.111926

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.183
ELB improved by 0.098648

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.095
ELB improved by 0.0884876

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.014
ELB improved by 0.0804015

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.94
ELB improved by 0.0737799

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.872
ELB improved by 0.0682504

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.809
ELB improved by 0.0635715

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.749
ELB improved by 0.0595761

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.693
ELB improved by 0.056142

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.64
ELB improved by 0.0531765

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.589
ELB improved by 0.0506058

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.541
ELB improved by 0.0483704

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.494
ELB improved by 0.04642

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.45
ELB improved by 0.044712

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.406
ELB improved by 0.0432088

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.365
ELB improved by 0.0418775

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.324
ELB improved by 0.0406885

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.284
ELB improved by 0.039616

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.246
ELB improved by 0.038638

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.208
ELB improved by 0.0377364

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.171
ELB improved by 0.0368976

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.135
ELB improved by 0.0361125

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.099
ELB improved by 0.0353764

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.065
ELB improved by 0.034688

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.031
ELB improved by 0.0340493

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.997
ELB improved by 0.0334641

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.964
ELB improved by 0.0329373

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.932
ELB improved by 0.0324745

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.9
ELB improved by 0.0320814

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.868
ELB improved by 0.0317636

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.836
ELB improved by 0.0315273

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.805
ELB improved by 0.0313787

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.774
ELB improved by 0.031325

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.742
ELB improved by 0.0313747

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.711
ELB improved by 0.0315381

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.679
ELB improved by 0.0318279

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.647
ELB improved by 0.0322605

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.614
ELB improved by 0.0328572

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.58
ELB improved by 0.0336464

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.546
ELB improved by 0.0346679

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.51
ELB improved by 0.0359785

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.472
ELB improved by 0.037663

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.432
ELB improved by 0.0398523

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.389
ELB improved by 0.0427541

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.343
ELB improved by 0.0467042

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.29
ELB improved by 0.0522512

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.23
ELB improved by 0.0602836

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.158
ELB improved by 0.0721732

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.068
ELB improved by 0.0897506

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.954
ELB improved by 0.114481

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.809
ELB improved by 0.144765

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.636
ELB improved by 0.17254

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.449
ELB improved by 0.187005

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.263
ELB improved by 0.18659

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.084
ELB improved by 0.178809

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.915
ELB improved by 0.169118

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.756
ELB improved by 0.158992

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.607
ELB improved by 0.149059

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.467
ELB improved by 0.140289

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.332
ELB improved by 0.134128

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.2
ELB improved by 0.132609

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.062
ELB improved by 0.138251

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.909
ELB improved by 0.152417

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.739
ELB improved by 0.170358

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.561
ELB improved by 0.177723

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.398
ELB improved by 0.163073

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.265
ELB improved by 0.133479

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.161
ELB improved by 0.103061

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.083
ELB improved by 0.0784023

iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.023
ELB improved by 0.059839

iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.977
ELB improved by 0.0459708

iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.942
ELB improved by 0.0354903

iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.914
ELB improved by 0.027486

iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.893
ELB improved by 0.0213469

iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.876
ELB improved by 0.0166427

iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.863
ELB improved by 0.0130507

iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.853
ELB improved by 0.0103185

iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.845
ELB improved by 0.00824623

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  3.189   0.265   4.654 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0350.0190.056
getPIPs0.0300.0130.060
graper0.0500.0230.076
makeExampleData0.0060.0020.009
makeExampleDataWithUnequalGroups0.0270.0030.045
plotELBO0.3510.0180.486
plotGroupPenalties1.4050.0501.966
plotPosterior0.6820.0200.919
predict.graper0.5380.1170.957
print.graper0.0320.0130.070