Back to Multiple platform build/check report for BioC 3.23:   simplified   long
ABCDEF[G]HIJKLMNOPQRSTUVWXYZ

This page was generated on 2026-04-18 11:37 -0400 (Sat, 18 Apr 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.4 LTS)x86_644.6.0 alpha (2026-04-05 r89794) 4957
kjohnson3macOS 13.7.7 Venturaarm644.6.0 alpha (2026-04-08 r89818) 4686
kunpeng2Linux (openEuler 24.03 LTS)aarch64R Under development (unstable) (2025-02-19 r87757) -- "Unsuffered Consequences" 4627
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 938/2404HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.27.0  (landing page)
Britta Velten
Snapshot Date: 2026-04-17 13:40 -0400 (Fri, 17 Apr 2026)
git_url: https://git.bioconductor.org/packages/graper
git_branch: devel
git_last_commit: 95474d7
git_last_commit_date: 2025-10-29 10:49:21 -0400 (Wed, 29 Oct 2025)
nebbiolo1Linux (Ubuntu 24.04.4 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
kjohnson3macOS 13.7.7 Ventura / arm64  OK    OK    OK    OK  UNNEEDED, same version is already published
kunpeng2Linux (openEuler 24.03 LTS) / aarch64  OK    OK    OK  
See other builds for graper in R Universe.


CHECK results for graper on kunpeng2

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: 1.27.0
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_1.27.0.tar.gz
StartedAt: 2026-04-17 04:11:38 -0000 (Fri, 17 Apr 2026)
EndedAt: 2026-04-17 04:13:03 -0000 (Fri, 17 Apr 2026)
EllapsedTime: 85.1 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_1.27.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/home/biocbuild/bbs-3.23-bioc/meat/graper.Rcheck’
* using R Under development (unstable) (2025-02-19 r87757)
* 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-SP1)
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.27.0’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘graper’ can be installed ... OK
* used C++ compiler: ‘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-3.23-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-devel_2025-02-19/site-library’
* installing *source* package ‘graper’ ...
** this is package ‘graper’ version ‘1.27.0’
** 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/include" -DNDEBUG  -I'/home/biocbuild/R/R-devel_2025-02-19/site-library/Rcpp/include' -I'/home/biocbuild/R/R-devel_2025-02-19/site-library/RcppArmadillo/include' -I'/home/biocbuild/R/R-devel_2025-02-19/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/include" -DNDEBUG  -I'/home/biocbuild/R/R-devel_2025-02-19/site-library/Rcpp/include' -I'/home/biocbuild/R/R-devel_2025-02-19/site-library/RcppArmadillo/include' -I'/home/biocbuild/R/R-devel_2025-02-19/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/lib -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -L/home/biocbuild/R/R/lib -lRlapack -L/home/biocbuild/R/R/lib -lRblas -lgfortran -lm -L/home/biocbuild/R/R/lib -lR
installing to /home/biocbuild/R/R-devel_2025-02-19/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 Under development (unstable) (2025-02-19 r87757) -- "Unsuffered Consequences"
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=-877.863
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-607.421
ELB improved by 270.442

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-547.036
ELB improved by 60.3851

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-499.823
ELB improved by 47.2125

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-475.744
ELB improved by 24.079

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-465.809
ELB improved by 9.9356

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.387
ELB improved by 5.422

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.935
ELB improved by 4.45135

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.384
ELB improved by 4.55188

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.426
ELB improved by 4.95773

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.279
ELB improved by 5.14669

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.564
ELB improved by 4.71505

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.852
ELB improved by 3.71225

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.279
ELB improved by 2.57301

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.624
ELB improved by 1.6549

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.576
ELB improved by 1.04746

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.89
ELB improved by 0.68643

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.409
ELB improved by 0.480561

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.05
ELB improved by 0.359633

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.766
ELB improved by 0.283747

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.533
ELB improved by 0.232955

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.336
ELB improved by 0.197029

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.166
ELB improved by 0.17038

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.016
ELB improved by 0.149806

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.883
ELB improved by 0.133393

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.763
ELB improved by 0.119949

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.654
ELB improved by 0.108698

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.555
ELB improved by 0.099118

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.464
ELB improved by 0.0908409

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.38
ELB improved by 0.0836019

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.303
ELB improved by 0.0772053

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.232
ELB improved by 0.0715028

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.165
ELB improved by 0.0663805

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.103
ELB improved by 0.0617493

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.046
ELB improved by 0.0575386

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.992
ELB improved by 0.0536918

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.942
ELB improved by 0.0501632

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.895
ELB improved by 0.0469152

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.851
ELB improved by 0.043917

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.81
ELB improved by 0.0411427

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.772
ELB improved by 0.0385707

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.735
ELB improved by 0.0361824

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.701
ELB improved by 0.0339619

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.67
ELB improved by 0.0318956

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.64
ELB improved by 0.0299712

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.611
ELB improved by 0.0281781

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.585
ELB improved by 0.0265066

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.56
ELB improved by 0.0249479

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.536
ELB improved by 0.0234942

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.514
ELB improved by 0.0221381

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.493
ELB improved by 0.0208729

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.474
ELB improved by 0.0196923

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.455
ELB improved by 0.0185906

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.438
ELB improved by 0.0175623

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.421
ELB improved by 0.0166024

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.405
ELB improved by 0.0157061

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.39
ELB improved by 0.0148691

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.376
ELB improved by 0.0140872

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.363
ELB improved by 0.0133566

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.35
ELB improved by 0.0126737

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.338
ELB improved by 0.0120352

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.327
ELB improved by 0.011438

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.316
ELB improved by 0.0108792

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.306
ELB improved by 0.0103561

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.296
ELB improved by 0.00986619

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-849.144
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-555.235
ELB improved by 293.909

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-502.842
ELB improved by 52.393

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-476.95
ELB improved by 25.8925

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-467.46
ELB improved by 9.48982

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-462.636
ELB improved by 4.82348

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.118
ELB improved by 3.51788

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.978
ELB improved by 3.14074

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.966
ELB improved by 3.01173

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.006
ELB improved by 2.96027

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.103
ELB improved by 2.90226

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.349
ELB improved by 2.75402

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.881
ELB improved by 2.46794

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.835
ELB improved by 2.04672

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.326
ELB improved by 1.50893

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.315
ELB improved by 1.01077

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.641
ELB improved by 0.674133

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.155
ELB improved by 0.485568

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.765
ELB improved by 0.390178

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.42
ELB improved by 0.345416

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.093
ELB improved by 0.32713

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.769
ELB improved by 0.323206

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.442
ELB improved by 0.327869

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.103
ELB improved by 0.338438

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.749
ELB improved by 0.353775

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.376
ELB improved by 0.373657

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.977
ELB improved by 0.398627

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.547
ELB improved by 0.430109

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.076
ELB improved by 0.470589

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.553
ELB improved by 0.523429

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.962
ELB improved by 0.591262

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.289
ELB improved by 0.672389

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.53
ELB improved by 0.759331

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.684
ELB improved by 0.846047

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.749
ELB improved by 0.934686

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.719
ELB improved by 1.03061

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.582
ELB improved by 1.13688

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.326
ELB improved by 1.25601

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.925
ELB improved by 1.40052

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.326
ELB improved by 1.59944

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.555
ELB improved by 1.77114

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.867
ELB improved by 1.68751

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.42
ELB improved by 1.44703

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.18
ELB improved by 1.24033

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.112
ELB improved by 1.06812

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.272
ELB improved by 0.839535

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.661
ELB improved by 0.61135

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.202
ELB improved by 0.458693

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.828
ELB improved by 0.373633

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.501
ELB improved by 0.32725

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.188
ELB improved by 0.31307

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.85
ELB improved by 0.338291

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.497
ELB improved by 0.352329

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.204
ELB improved by 0.293925

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.996
ELB improved by 0.207813

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.852
ELB improved by 0.143354

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.748
ELB improved by 0.104561

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.664
ELB improved by 0.0837756

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.588
ELB improved by 0.0758117

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.508
ELB improved by 0.080094

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.405
ELB improved by 0.102793

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.242
ELB improved by 0.16325

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.941
ELB improved by 0.301355

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.411
ELB improved by 0.529553

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.769
ELB improved by 0.64199

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.302
ELB improved by 0.467232

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.04
ELB improved by 0.262162

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.895
ELB improved by 0.144938

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.809
ELB improved by 0.0859003

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.753
ELB improved by 0.0556484

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.714
ELB improved by 0.0392786

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.684
ELB improved by 0.02979

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.66
ELB improved by 0.0238623

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.64
ELB improved by 0.0198746

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.623
ELB improved by 0.017008

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.609
ELB improved by 0.0148327

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.596
ELB improved by 0.0131125

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.584
ELB improved by 0.0117108

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.573
ELB improved by 0.010544

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.564
ELB improved by 0.00955775

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-888.268
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-582.911
ELB improved by 305.357

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-525.17
ELB improved by 57.7408

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-491.307
ELB improved by 33.8632

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-475.772
ELB improved by 15.5356

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-468.757
ELB improved by 7.01429

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.216
ELB improved by 4.54169

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.377
ELB improved by 3.83872

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.93
ELB improved by 3.44681

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.834
ELB improved by 3.09622

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.139
ELB improved by 2.69457

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.88
ELB improved by 2.25904

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.017
ELB improved by 1.86333

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.457
ELB improved by 1.55947

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.134
ELB improved by 1.3236

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.041
ELB improved by 1.09258

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.185
ELB improved by 0.85593

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.539
ELB improved by 0.64643

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.056
ELB improved by 0.482878

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.694
ELB improved by 0.362249

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.419
ELB improved by 0.274476

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.208
ELB improved by 0.21106

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.043
ELB improved by 0.165747

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.909
ELB improved by 0.13355

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.799
ELB improved by 0.110462

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.705
ELB improved by 0.0935001

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.624
ELB improved by 0.0806289

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.554
ELB improved by 0.0705362

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.491
ELB improved by 0.0623942

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.436
ELB improved by 0.0556766

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.386
ELB improved by 0.0500387

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.34
ELB improved by 0.0452456

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.299
ELB improved by 0.04113

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.262
ELB improved by 0.0375683

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.227
ELB improved by 0.0344663

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.196
ELB improved by 0.0317501

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.166
ELB improved by 0.0293608

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.139
ELB improved by 0.0272507

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.114
ELB improved by 0.0253805

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.09
ELB improved by 0.0237177

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.068
ELB improved by 0.0222352

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.047
ELB improved by 0.02091

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.027
ELB improved by 0.0197229

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.008
ELB improved by 0.0186572

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.991
ELB improved by 0.0176988

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.974
ELB improved by 0.0168356

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.958
ELB improved by 0.0160569

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.942
ELB improved by 0.0153535

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.928
ELB improved by 0.0147176

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.914
ELB improved by 0.014142

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.9
ELB improved by 0.0136206

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.887
ELB improved by 0.013148

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.874
ELB improved by 0.0127193

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.862
ELB improved by 0.0123303

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.85
ELB improved by 0.0119771

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.838
ELB improved by 0.0116564

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.827
ELB improved by 0.0113651

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.816
ELB improved by 0.0111005

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.805
ELB improved by 0.01086

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.794
ELB improved by 0.0106414

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.784
ELB improved by 0.0104428

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.773
ELB improved by 0.0102623

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.763
ELB improved by 0.0100983

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.753
ELB improved by 0.0099491

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-815.538
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-531.453
ELB improved by 284.085

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-474.865
ELB improved by 56.5873

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.676
ELB improved by 29.1892

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.715
ELB improved by 9.96165

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.987
ELB improved by 3.72742

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.687
ELB improved by 2.29981

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.893
ELB improved by 1.79454

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.376
ELB improved by 1.51676

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.062
ELB improved by 1.3145

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.916
ELB improved by 1.14549

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.917
ELB improved by 0.999537

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.043
ELB improved by 0.873874

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.276
ELB improved by 0.766776

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.6
ELB improved by 0.67637

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.999
ELB improved by 0.600682

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.461
ELB improved by 0.537857

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.975
ELB improved by 0.486318

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.53
ELB improved by 0.444824

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.117
ELB improved by 0.412474

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.729
ELB improved by 0.388676

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.356
ELB improved by 0.373124

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.99
ELB improved by 0.365779

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.623
ELB improved by 0.366862

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.246
ELB improved by 0.376846

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.85
ELB improved by 0.396433

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.423
ELB improved by 0.426495

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.955
ELB improved by 0.467979

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.433
ELB improved by 0.521752

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.845
ELB improved by 0.588404

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.177
ELB improved by 0.667977

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.418
ELB improved by 0.759563

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.557
ELB improved by 0.86067

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.591
ELB improved by 0.966272

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.523
ELB improved by 1.06771

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.37
ELB improved by 1.15239

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.164
ELB improved by 1.20602

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.945
ELB improved by 1.21937

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.746
ELB improved by 1.19865

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.572
ELB improved by 1.17469

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.381
ELB improved by 1.19051

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.174
ELB improved by 1.20768

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.088
ELB improved by 1.08549

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.187
ELB improved by 0.901134

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.328
ELB improved by 0.859333

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.232
ELB improved by 1.09608

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.745
ELB improved by 1.48636

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.381
ELB improved by 1.3646

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.488
ELB improved by 0.892961

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.94
ELB improved by 0.547218

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.579
ELB improved by 0.361145

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.308
ELB improved by 0.271362

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.081
ELB improved by 0.226914

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.885
ELB improved by 0.196326

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.715
ELB improved by 0.169601

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.562
ELB improved by 0.153209

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.403
ELB improved by 0.158545

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.202
ELB improved by 0.200996

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.91
ELB improved by 0.291929

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.548
ELB improved by 0.362053

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.263
ELB improved by 0.285259

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.1
ELB improved by 0.162901

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.004
ELB improved by 0.0964463

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.939
ELB improved by 0.0642917

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.893
ELB improved by 0.0468279

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.856
ELB improved by 0.0366105

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.826
ELB improved by 0.0302044

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.8
ELB improved by 0.0258489

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.777
ELB improved by 0.0226412

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.757
ELB improved by 0.0201208

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.739
ELB improved by 0.018049

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.723
ELB improved by 0.0162956

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.708
ELB improved by 0.0147847

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.695
ELB improved by 0.0134681

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.682
ELB improved by 0.0123127

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.671
ELB improved by 0.0112937

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.661
ELB improved by 0.0103919

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.651
ELB improved by 0.00959154

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  3.083   0.177   3.259 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0870.0000.090
getPIPs0.0800.0010.082
graper0.1280.0000.128
makeExampleData0.0100.0040.014
makeExampleDataWithUnequalGroups0.0170.0000.017
plotELBO0.4850.0080.495
plotGroupPenalties1.6870.0521.743
plotPosterior1.0120.0681.082
predict.graper3.0930.0203.121
print.graper0.0880.0000.089