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This page was generated on 2025-10-04 12:07 -0400 (Sat, 04 Oct 2025).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.3 LTS)x86_644.5.1 Patched (2025-08-23 r88802) -- "Great Square Root" 4853
lconwaymacOS 12.7.1 Montereyx86_644.5.1 Patched (2025-09-10 r88807) -- "Great Square Root" 4640
kjohnson3macOS 13.7.7 Venturaarm644.5.1 Patched (2025-09-10 r88807) -- "Great Square Root" 4585
taishanLinux (openEuler 24.03 LTS)aarch644.5.0 (2025-04-11) -- "How About a Twenty-Six" 4576
Click on any hostname to see more info about the system (e.g. compilers)      (*) as reported by 'uname -p', except on Windows and Mac OS X

Package 915/2341HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.25.2  (landing page)
Britta Velten
Snapshot Date: 2025-10-03 13:45 -0400 (Fri, 03 Oct 2025)
git_url: https://git.bioconductor.org/packages/graper
git_branch: devel
git_last_commit: 82b0592
git_last_commit_date: 2025-06-24 03:15:40 -0400 (Tue, 24 Jun 2025)
nebbiolo2Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
lconwaymacOS 12.7.1 Monterey / x86_64  OK    OK    OK    OK  UNNEEDED, same version is already published
kjohnson3macOS 13.7.7 Ventura / arm64  OK    OK    OK    OK  UNNEEDED, same version is already published
taishanLinux (openEuler 24.03 LTS) / aarch64  OK    OK    OK  


CHECK results for graper on taishan

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.
- See Martin Grigorov's blog post for how to debug Linux ARM64 related issues on a x86_64 host.

raw results


Summary

Package: graper
Version: 1.25.2
Command: /home/biocbuild/R/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/R/R/site-library --no-vignettes --timings graper_1.25.2.tar.gz
StartedAt: 2025-10-03 07:46:47 -0000 (Fri, 03 Oct 2025)
EndedAt: 2025-10-03 07:48:01 -0000 (Fri, 03 Oct 2025)
EllapsedTime: 74.1 seconds
RetCode: 0
Status:   OK  
CheckDir: graper.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/R/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/R/R/site-library --no-vignettes --timings graper_1.25.2.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/home/biocbuild/bbs-3.22-bioc/meat/graper.Rcheck’
* using R version 4.5.0 (2025-04-11)
* using platform: aarch64-unknown-linux-gnu
* R was compiled by
    aarch64-unknown-linux-gnu-gcc (GCC) 14.2.0
    GNU Fortran (GCC) 14.2.0
* running under: openEuler 24.03 (LTS)
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.25.2’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘graper’ can be installed ... OK
* used C++ compiler: ‘aarch64-unknown-linux-gnu-g++ (GCC) 14.2.0’
* checking installed package size ... INFO
  installed size is  6.0Mb
  sub-directories of 1Mb or more:
    libs   5.8Mb
* 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 loading without being on the library search path ... 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
  ‘/home/biocbuild/bbs-3.22-bioc/meat/graper.Rcheck/00check.log’
for details.


Installation output

graper.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/R/R/bin/R CMD INSTALL graper
###
##############################################################################
##############################################################################


* installing to library ‘/home/biocbuild/R/R-4.5.0/site-library’
* installing *source* package ‘graper’ ...
** this is package ‘graper’ version ‘1.25.2’
** using staged installation
** libs
using C++ compiler: ‘aarch64-unknown-linux-gnu-g++ (GCC) 14.2.0’
/opt/ohpc/pub/compiler/gcc/14.2.0/bin/aarch64-unknown-linux-gnu-g++ -std=gnu++17 -I"/home/biocbuild/R/R-4.5.0/include" -DNDEBUG  -I'/home/biocbuild/R/R-4.5.0/site-library/Rcpp/include' -I'/home/biocbuild/R/R-4.5.0/site-library/RcppArmadillo/include' -I'/home/biocbuild/R/R-4.5.0/site-library/BH/include' -I/usr/local/include    -fPIC  -g -O2  -Wall -Werror=format-security  -c RcppExports.cpp -o RcppExports.o
/opt/ohpc/pub/compiler/gcc/14.2.0/bin/aarch64-unknown-linux-gnu-g++ -std=gnu++17 -I"/home/biocbuild/R/R-4.5.0/include" -DNDEBUG  -I'/home/biocbuild/R/R-4.5.0/site-library/Rcpp/include' -I'/home/biocbuild/R/R-4.5.0/site-library/RcppArmadillo/include' -I'/home/biocbuild/R/R-4.5.0/site-library/BH/include' -I/usr/local/include    -fPIC  -g -O2  -Wall -Werror=format-security  -c fit_graper.cpp -o fit_graper.o
/opt/ohpc/pub/compiler/gcc/14.2.0/bin/aarch64-unknown-linux-gnu-g++ -std=gnu++17 -shared -L/home/biocbuild/R/R-4.5.0/lib -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -lopenblas -lgfortran -lm -L/home/biocbuild/R/R-4.5.0/lib -lR
installing to /home/biocbuild/R/R-4.5.0/site-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 4.5.0 (2025-04-11) -- "How About a Twenty-Six"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: aarch64-unknown-linux-gnu

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=-871.279
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-580.599
ELB improved by 290.68

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-517.321
ELB improved by 63.2783

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-474.65
ELB improved by 42.6713

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.596
ELB improved by 19.0538

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.324
ELB improved by 8.27248

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.951
ELB improved by 5.37274

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.057
ELB improved by 4.89402

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.918
ELB improved by 5.13837

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.385
ELB improved by 5.53328

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.751
ELB improved by 5.63402

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.714
ELB improved by 5.03755

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.827
ELB improved by 3.88669

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.006
ELB improved by 2.82136

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.851
ELB improved by 2.155

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.038
ELB improved by 1.81292

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.393
ELB improved by 1.6448

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.84
ELB improved by 1.55282

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.35
ELB improved by 1.4905

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.91
ELB improved by 1.43928

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.519
ELB improved by 1.39158

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.177
ELB improved by 1.34157

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.896
ELB improved by 1.28134

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.694
ELB improved by 1.20159

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.598
ELB improved by 1.09592

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.633
ELB improved by 0.965621

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.812
ELB improved by 0.820983

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.134
ELB improved by 0.67786

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.582
ELB improved by 0.551867

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.129
ELB improved by 0.453345

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.743
ELB improved by 0.385214

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.4
ELB improved by 0.343766

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.078
ELB improved by 0.321225

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.768
ELB improved by 0.310605

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.455
ELB improved by 0.312563

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.125
ELB improved by 0.330524

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.789
ELB improved by 0.33552

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.518
ELB improved by 0.271652

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.349
ELB improved by 0.168603

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.253
ELB improved by 0.0958236

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.194
ELB improved by 0.0590096

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.154
ELB improved by 0.0405397

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.123
ELB improved by 0.030084

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.1
ELB improved by 0.0234319

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.081
ELB improved by 0.0188513

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.066
ELB improved by 0.0155366

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.053
ELB improved by 0.0130581

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.041
ELB improved by 0.0111601

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.032
ELB improved by 0.00967856

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-896.265
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-587.295
ELB improved by 308.971

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-525.471
ELB improved by 61.8234

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-484.375
ELB improved by 41.0966

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-465.888
ELB improved by 18.4871

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.562
ELB improved by 7.32563

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.417
ELB improved by 4.14546

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.121
ELB improved by 3.29598

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.128
ELB improved by 2.99275

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.271
ELB improved by 2.85702

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.51
ELB improved by 2.76075

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.864
ELB improved by 2.64572

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.386
ELB improved by 2.47818

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.147
ELB improved by 2.23911

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.212
ELB improved by 1.93505

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.603
ELB improved by 1.60899

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.278
ELB improved by 1.32491

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.15
ELB improved by 1.12841

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.142
ELB improved by 1.00801

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.234
ELB improved by 0.907971

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.428
ELB improved by 0.805696

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.719
ELB improved by 0.709477

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.102
ELB improved by 0.61658

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.572
ELB improved by 0.529559

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.113
ELB improved by 0.459084

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.706
ELB improved by 0.406837

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.342
ELB improved by 0.364179

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.022
ELB improved by 0.319929

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.753
ELB improved by 0.269376

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.535
ELB improved by 0.218055

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.361
ELB improved by 0.174267

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.219
ELB improved by 0.141208

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.102
ELB improved by 0.117347

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.002
ELB improved by 0.0998734

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.916
ELB improved by 0.0865367

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.84
ELB improved by 0.0759154

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.773
ELB improved by 0.0671764

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.713
ELB improved by 0.0598251

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.659
ELB improved by 0.0535498

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.611
ELB improved by 0.0481383

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.568
ELB improved by 0.0434367

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.528
ELB improved by 0.0393277

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.493
ELB improved by 0.0357187

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.46
ELB improved by 0.0325354

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.43
ELB improved by 0.0297169

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.403
ELB improved by 0.027213

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.378
ELB improved by 0.0249817

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.355
ELB improved by 0.0229878

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.334
ELB improved by 0.0212014

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.314
ELB improved by 0.0195973

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.296
ELB improved by 0.0181536

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.279
ELB improved by 0.0168516

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.264
ELB improved by 0.0156753

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.249
ELB improved by 0.0146107

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.235
ELB improved by 0.0136455

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.223
ELB improved by 0.012769

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.211
ELB improved by 0.0119721

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.199
ELB improved by 0.0112463

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.189
ELB improved by 0.0105846

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.179
ELB improved by 0.00998048

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-873.928
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-604.19
ELB improved by 269.738

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-544.251
ELB improved by 59.9394

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-495.622
ELB improved by 48.6286

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-469.822
ELB improved by 25.7995

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.034
ELB improved by 10.7884

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.225
ELB improved by 5.80878

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.449
ELB improved by 4.77579

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.766
ELB improved by 4.68376

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.985
ELB improved by 4.78077

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.299
ELB improved by 4.68625

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.139
ELB improved by 4.15939

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.885
ELB improved by 3.25389

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.589
ELB improved by 2.29619

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.03
ELB improved by 1.5587

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.942
ELB improved by 1.08833

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.137
ELB improved by 0.804732

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.523
ELB improved by 0.614295

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.058
ELB improved by 0.465209

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.708
ELB improved by 0.349582

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.44
ELB improved by 0.268054

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.227
ELB improved by 0.213407

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.051
ELB improved by 0.176374

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.9
ELB improved by 0.150213

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.769
ELB improved by 0.130868

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.653
ELB improved by 0.116017

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.549
ELB improved by 0.10431

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.454
ELB improved by 0.0949179

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.367
ELB improved by 0.0873015

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.286
ELB improved by 0.0810828

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.21
ELB improved by 0.0759841

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.138
ELB improved by 0.0717932

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.07
ELB improved by 0.0683455

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.004
ELB improved by 0.0655119

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.941
ELB improved by 0.0631914

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.88
ELB improved by 0.0613059

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.82
ELB improved by 0.059795

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.761
ELB improved by 0.0586138

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.704
ELB improved by 0.0577291

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.646
ELB improved by 0.057118

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.59
ELB improved by 0.0567663

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.533
ELB improved by 0.056667

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.476
ELB improved by 0.0568201

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.419
ELB improved by 0.0572314

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.361
ELB improved by 0.0579128

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.302
ELB improved by 0.058882

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.242
ELB improved by 0.060163

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.18
ELB improved by 0.0617859

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.116
ELB improved by 0.063788

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.05
ELB improved by 0.0662142

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.981
ELB improved by 0.069118

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.909
ELB improved by 0.0725632

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.832
ELB improved by 0.0766246

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.75
ELB improved by 0.0813908

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.664
ELB improved by 0.0869665

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.57
ELB improved by 0.0934765

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.469
ELB improved by 0.101071

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.359
ELB improved by 0.109935

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.239
ELB improved by 0.120301

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.106
ELB improved by 0.132477

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.959
ELB improved by 0.146893

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.795
ELB improved by 0.164189

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.61
ELB improved by 0.185404

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.397
ELB improved by 0.212364

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.149
ELB improved by 0.248527

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.848
ELB improved by 0.300757

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.466
ELB improved by 0.382246

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.955
ELB improved by 0.51128

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.275
ELB improved by 0.679876

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.475
ELB improved by 0.799854

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.676
ELB improved by 0.799054

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.945
ELB improved by 0.730539

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.28
ELB improved by 0.665526

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.625
ELB improved by 0.654992

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.917
ELB improved by 0.707751

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.241
ELB improved by 0.675997

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.74
ELB improved by 0.501035

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.405
ELB improved by 0.334958

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.182
ELB improved by 0.223177

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.032
ELB improved by 0.150143

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.93
ELB improved by 0.102047

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.859
ELB improved by 0.0703646

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.81
ELB improved by 0.0495176

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.774
ELB improved by 0.035754

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.747
ELB improved by 0.0265924

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.727
ELB improved by 0.0204274

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.711
ELB improved by 0.0162312

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.697
ELB improved by 0.0133463

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.686
ELB improved by 0.01135

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.676
ELB improved by 0.00996968

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-848.812
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-591.358
ELB improved by 257.455

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-534.045
ELB improved by 57.3132

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-486.862
ELB improved by 47.1824

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.339
ELB improved by 29.5228

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.32
ELB improved by 14.0197

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.104
ELB improved by 6.21595

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.978
ELB improved by 4.12568

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.235
ELB improved by 3.74356

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.423
ELB improved by 3.81112

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.407
ELB improved by 4.01676

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.217
ELB improved by 4.18963

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.013
ELB improved by 4.20392

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.975
ELB improved by 4.03775

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.129
ELB improved by 3.84656

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.461
ELB improved by 3.66736

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.27
ELB improved by 3.19133

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.895
ELB improved by 2.37468

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.295
ELB improved by 1.60019

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.225
ELB improved by 1.07044

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.47
ELB improved by 0.754417

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.895
ELB improved by 0.575875

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.419
ELB improved by 0.475897

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.999
ELB improved by 0.419129

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.613
ELB improved by 0.386428

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.245
ELB improved by 0.367792

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.887
ELB improved by 0.358009

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.533
ELB improved by 0.354363

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.177
ELB improved by 0.355491

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.817
ELB improved by 0.360836

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.446
ELB improved by 0.370382

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.062
ELB improved by 0.384533

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.658
ELB improved by 0.404103

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.227
ELB improved by 0.430373

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.762
ELB improved by 0.465237

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.251
ELB improved by 0.511381

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.678
ELB improved by 0.572339

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.026
ELB improved by 0.652008

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.273
ELB improved by 0.752889

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.401
ELB improved by 0.872388

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.404
ELB improved by 0.996759

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.314
ELB improved by 1.09054

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.225
ELB improved by 1.0884

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.273
ELB improved by 0.952291

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.525
ELB improved by 0.747829

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.968
ELB improved by 0.556952

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.56
ELB improved by 0.408403

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.26
ELB improved by 0.300183

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.039
ELB improved by 0.220917

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.878
ELB improved by 0.160727

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.762
ELB improved by 0.115685

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.677
ELB improved by 0.0848692

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.611
ELB improved by 0.0661413

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.555
ELB improved by 0.0557704

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.506
ELB improved by 0.0498104

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.461
ELB improved by 0.0450146

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.421
ELB improved by 0.0394337

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.388
ELB improved by 0.0327484

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.363
ELB improved by 0.0258222

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.343
ELB improved by 0.0196953

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.328
ELB improved by 0.0149049

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.317
ELB improved by 0.0114553

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.308
ELB improved by 0.00908318

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.728   0.219   2.940 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0480.0040.052
getPIPs0.0470.0000.046
graper0.0730.0000.074
makeExampleData0.0080.0000.009
makeExampleDataWithUnequalGroups0.0090.0000.010
plotELBO0.4050.0200.426
plotGroupPenalties1.4730.0721.547
plotPosterior0.9350.0080.944
predict.graper0.9560.0400.998
print.graper0.0320.0160.048