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This page was generated on 2025-12-18 12:07 -0500 (Thu, 18 Dec 2025).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.3 LTS)x86_644.5.2 (2025-10-31) -- "[Not] Part in a Rumble" 4882
merida1macOS 12.7.6 Montereyx86_644.5.2 (2025-10-31) -- "[Not] Part in a Rumble" 4673
kjohnson1macOS 13.7.5 Venturaarm644.5.2 Patched (2025-11-04 r88984) -- "[Not] Part in a Rumble" 4607
taishanLinux (openEuler 24.03 LTS)aarch644.5.0 (2025-04-11) -- "How About a Twenty-Six" 4671
Click on any hostname to see more info about the system (e.g. compilers)      (*) as reported by 'uname -p', except on Windows and Mac OS X

Package 922/2361HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.26.0  (landing page)
Britta Velten
Snapshot Date: 2025-12-15 13:45 -0500 (Mon, 15 Dec 2025)
git_url: https://git.bioconductor.org/packages/graper
git_branch: RELEASE_3_22
git_last_commit: 76fc31b
git_last_commit_date: 2025-10-29 10:49:21 -0500 (Wed, 29 Oct 2025)
nebbiolo2Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
merida1macOS 12.7.6 Monterey / x86_64  OK    OK    OK    OK  UNNEEDED, same version is already published
kjohnson1macOS 13.7.5 Ventura / arm64  OK    OK    OK    OK  UNNEEDED, same version is already published
taishanLinux (openEuler 24.03 LTS) / aarch64  OK    OK    OK  


CHECK results for graper on 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: 1.26.0
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_1.26.0.tar.gz
StartedAt: 2025-12-16 11:40:06 -0000 (Tue, 16 Dec 2025)
EndedAt: 2025-12-16 11:41:41 -0000 (Tue, 16 Dec 2025)
EllapsedTime: 94.1 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_1.26.0.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 ‘1.26.0’
* 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: ‘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 ‘1.26.0’
** 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-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=-868.622
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-573.173
ELB improved by 295.449

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-518.664
ELB improved by 54.5088

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-485.486
ELB improved by 33.1785

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-469.175
ELB improved by 16.3103

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.491
ELB improved by 7.68416

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.564
ELB improved by 4.92661

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.054
ELB improved by 4.51015

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.272
ELB improved by 4.78276

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.301
ELB improved by 4.97009

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.716
ELB improved by 4.58567

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.08
ELB improved by 3.63561

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.477
ELB improved by 2.60323

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.611
ELB improved by 1.86568

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.186
ELB improved by 1.42527

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.08
ELB improved by 1.10578

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.273
ELB improved by 0.807522

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.718
ELB improved by 0.554609

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.34
ELB improved by 0.378128

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.07
ELB improved by 0.270488

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.863
ELB improved by 0.206376

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.697
ELB improved by 0.166154

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.558
ELB improved by 0.138939

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.439
ELB improved by 0.119172

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.335
ELB improved by 0.10398

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.243
ELB improved by 0.0918114

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.161
ELB improved by 0.0817745

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.088
ELB improved by 0.0733228

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.022
ELB improved by 0.0660986

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.962
ELB improved by 0.059854

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.908
ELB improved by 0.0544092

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.858
ELB improved by 0.0496283

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.813
ELB improved by 0.0454059

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.771
ELB improved by 0.0416579

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.733
ELB improved by 0.0383163

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.697
ELB improved by 0.0353255

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.665
ELB improved by 0.0326389

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.634
ELB improved by 0.0302179

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.606
ELB improved by 0.0280296

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.58
ELB improved by 0.0260463

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.556
ELB improved by 0.0242441

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.533
ELB improved by 0.0226027

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.512
ELB improved by 0.0211043

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.493
ELB improved by 0.0197336

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.474
ELB improved by 0.0184775

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.457
ELB improved by 0.0173241

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.441
ELB improved by 0.0162633

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.425
ELB improved by 0.0152861

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.411
ELB improved by 0.0143845

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.397
ELB improved by 0.0135515

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.385
ELB improved by 0.0127808

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.373
ELB improved by 0.012067

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.361
ELB improved by 0.0114049

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.35
ELB improved by 0.0107901

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.34
ELB improved by 0.0102186

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.33
ELB improved by 0.00968681

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-841.458
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-584.713
ELB improved by 256.745

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-524.781
ELB improved by 59.9324

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-478.799
ELB improved by 45.9819

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.231
ELB improved by 22.5676

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.152
ELB improved by 8.0788

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.442
ELB improved by 3.71034

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.823
ELB improved by 2.61859

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.434
ELB improved by 2.38966

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.99
ELB improved by 2.4438

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.358
ELB improved by 2.63199

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.416
ELB improved by 2.94232

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.001
ELB improved by 3.41411

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.919
ELB improved by 4.08267

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.088
ELB improved by 4.83032

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.905
ELB improved by 5.18382

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.306
ELB improved by 4.59858

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.008
ELB improved by 3.29821

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.945
ELB improved by 2.06268

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.679
ELB improved by 1.26595

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.838
ELB improved by 0.841545

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.2
ELB improved by 0.637352

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.651
ELB improved by 0.548935

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.13
ELB improved by 0.520935

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.604
ELB improved by 0.526443

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.052
ELB improved by 0.551716

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.465
ELB improved by 0.587667

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.839
ELB improved by 0.626143

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.179
ELB improved by 0.659713

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.495
ELB improved by 0.683346

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.8
ELB improved by 0.695615

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.102
ELB improved by 0.698114

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.408
ELB improved by 0.693696

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.723
ELB improved by 0.684824

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.05
ELB improved by 0.67274

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.393
ELB improved by 0.65744

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.755
ELB improved by 0.638278

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.14
ELB improved by 0.615057

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.55
ELB improved by 0.589975

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.978
ELB improved by 0.572125

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.386
ELB improved by 0.591185

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.664
ELB improved by 0.722664

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.711
ELB improved by 0.952469

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.774
ELB improved by 0.937741

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.046
ELB improved by 0.727337

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.502
ELB improved by 0.544339

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.086
ELB improved by 0.416149

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.754
ELB improved by 0.331432

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.477
ELB improved by 0.277755

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.232
ELB improved by 0.244162

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.012
ELB improved by 0.220753

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.813
ELB improved by 0.198738

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.639
ELB improved by 0.174007

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.49
ELB improved by 0.148421

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.365
ELB improved by 0.125396

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.259
ELB improved by 0.106465

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.167
ELB improved by 0.0915599

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.087
ELB improved by 0.0801835

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.015
ELB improved by 0.0719233

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.948
ELB improved by 0.0664512

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.885
ELB improved by 0.0633436

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.823
ELB improved by 0.0618544

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.763
ELB improved by 0.060716

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.704
ELB improved by 0.0582278

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.651
ELB improved by 0.0529971

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.606
ELB improved by 0.0450245

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.57
ELB improved by 0.0358677

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.543
ELB improved by 0.027438

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.522
ELB improved by 0.020806

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.506
ELB improved by 0.0160668

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.493
ELB improved by 0.0128273

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.483
ELB improved by 0.0106251

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.474
ELB improved by 0.0090989

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-922.588
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-584.933
ELB improved by 337.655

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-527.316
ELB improved by 57.6167

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-494.671
ELB improved by 32.6453

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-480.804
ELB improved by 13.8662

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-474.686
ELB improved by 6.11869

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-470.58
ELB improved by 4.10565

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-466.911
ELB improved by 3.66945

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-463.271
ELB improved by 3.64011

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.618
ELB improved by 3.65271

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.134
ELB improved by 3.48358

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.115
ELB improved by 3.01887

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.781
ELB improved by 2.33462

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.129
ELB improved by 1.65192

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.986
ELB improved by 1.14254

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.148
ELB improved by 0.838487

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.443
ELB improved by 0.704433

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.724
ELB improved by 0.719093

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.819
ELB improved by 0.905854

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.547
ELB improved by 1.27176

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.045
ELB improved by 1.50177

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.796
ELB improved by 1.24907

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.926
ELB improved by 0.870272

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.296
ELB improved by 0.629739

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.793
ELB improved by 0.503101

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.36
ELB improved by 0.432355

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.972
ELB improved by 0.38858

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.61
ELB improved by 0.361363

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.264
ELB improved by 0.346386

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.923
ELB improved by 0.340833

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.581
ELB improved by 0.342677

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.23
ELB improved by 0.350655

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.866
ELB improved by 0.364137

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.483
ELB improved by 0.382913

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.076
ELB improved by 0.406975

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.64
ELB improved by 0.436272

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.169
ELB improved by 0.470421

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.661
ELB improved by 0.508362

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.113
ELB improved by 0.548086

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.526
ELB improved by 0.586603

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.906
ELB improved by 0.620306

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.26
ELB improved by 0.645604

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.601
ELB improved by 0.659478

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.941
ELB improved by 0.65945

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.299
ELB improved by 0.642016

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.699
ELB improved by 0.600245

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.17
ELB improved by 0.529142

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.729
ELB improved by 0.441058

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.367
ELB improved by 0.361796

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.06
ELB improved by 0.307065

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.785
ELB improved by 0.274925

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.532
ELB improved by 0.252844

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.304
ELB improved by 0.228214

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.107
ELB improved by 0.197263

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.943
ELB improved by 0.163951

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.81
ELB improved by 0.133064

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.703
ELB improved by 0.107004

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.616
ELB improved by 0.0862538

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.546
ELB improved by 0.0703636

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.488
ELB improved by 0.0585336

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.438
ELB improved by 0.0499316

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.394
ELB improved by 0.043859

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.354
ELB improved by 0.0398175

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.316
ELB improved by 0.0375257

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.28
ELB improved by 0.0369295

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.241
ELB improved by 0.0382319

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.199
ELB improved by 0.0419544

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.15
ELB improved by 0.048994

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.09
ELB improved by 0.0605019

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.013
ELB improved by 0.0771126

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.916
ELB improved by 0.0971124

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.8
ELB improved by 0.115329

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.673
ELB improved by 0.127141

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.539
ELB improved by 0.133688

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.403
ELB improved by 0.135985

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.276
ELB improved by 0.127151

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.173
ELB improved by 0.103266

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.098
ELB improved by 0.0749334

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.044
ELB improved by 0.0540286

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.002
ELB improved by 0.0425954

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.964
ELB improved by 0.0378128

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.926
ELB improved by 0.0373572

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.886
ELB improved by 0.0405922

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.837
ELB improved by 0.0485416

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.773
ELB improved by 0.0642769

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.679
ELB improved by 0.0938293

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.534
ELB improved by 0.145249

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.317
ELB improved by 0.216835

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.043
ELB improved by 0.274497

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.762
ELB improved by 0.280064

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.506
ELB improved by 0.256619

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.27
ELB improved by 0.235529

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.066
ELB improved by 0.204347

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.911
ELB improved by 0.155412

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.803
ELB improved by 0.107995

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.728
ELB improved by 0.0748825

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.673
ELB improved by 0.0541792

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.633
ELB improved by 0.0407855

iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.601
ELB improved by 0.031376

iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.577
ELB improved by 0.0243697

iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.558
ELB improved by 0.0190651

iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.543
ELB improved by 0.0150804

iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.531
ELB improved by 0.0121293

iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.521
ELB improved by 0.00996658

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-885.253
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-598.022
ELB improved by 287.231

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-537.109
ELB improved by 60.9126

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-491.287
ELB improved by 45.8221

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-467.004
ELB improved by 24.2828

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.213
ELB improved by 9.79132

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.305
ELB improved by 4.90782

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.6
ELB improved by 3.70526

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.928
ELB improved by 3.67207

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.671
ELB improved by 4.25738

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.372
ELB improved by 5.29815

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.946
ELB improved by 6.42609

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.151
ELB improved by 6.79568

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.351
ELB improved by 5.79959

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.216
ELB improved by 4.13503

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.416
ELB improved by 2.79961

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.395
ELB improved by 2.02126

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.782
ELB improved by 1.61329

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.389
ELB improved by 1.39264

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.128
ELB improved by 1.2608

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.955
ELB improved by 1.17367

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.842
ELB improved by 1.11286

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.772
ELB improved by 1.06984

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.734
ELB improved by 1.03833

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.723
ELB improved by 1.01115

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.743
ELB improved by 0.979607

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.809
ELB improved by 0.934334

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.941
ELB improved by 0.867387

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.166
ELB improved by 0.775249

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.504
ELB improved by 0.66148

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.968
ELB improved by 0.536726

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.553
ELB improved by 0.415156

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.244
ELB improved by 0.309077

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.019
ELB improved by 0.224897

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.856
ELB improved by 0.162708

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.737
ELB improved by 0.118792

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.649
ELB improved by 0.0884437

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.581
ELB improved by 0.0675604

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.528
ELB improved by 0.0530897

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.485
ELB improved by 0.0429268

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.449
ELB improved by 0.0356685

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.419
ELB improved by 0.0303907

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.393
ELB improved by 0.0264857

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.369
ELB improved by 0.0235525

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.348
ELB improved by 0.021326

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.328
ELB improved by 0.0196312

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.31
ELB improved by 0.0183548

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.292
ELB improved by 0.017427

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.275
ELB improved by 0.0168117

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.259
ELB improved by 0.0165021

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.242
ELB improved by 0.0165224

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.226
ELB improved by 0.0169378

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.208
ELB improved by 0.0178763

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.188
ELB improved by 0.0195783

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.166
ELB improved by 0.0225026

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.138
ELB improved by 0.0275721

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.101
ELB improved by 0.0367765

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.046
ELB improved by 0.0547421

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.954
ELB improved by 0.092812

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.777
ELB improved by 0.177033

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.438
ELB improved by 0.338563

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.95
ELB improved by 0.488363

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.551
ELB improved by 0.398359

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.359
ELB improved by 0.192776

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.277
ELB improved by 0.0811228

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.234
ELB improved by 0.0430404

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.204
ELB improved by 0.030489

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.179
ELB improved by 0.0250213

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.157
ELB improved by 0.0215354

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.139
ELB improved by 0.0187391

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.122
ELB improved by 0.0163113

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.108
ELB improved by 0.0141812

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.096
ELB improved by 0.0123407

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.085
ELB improved by 0.0107864

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.075
ELB improved by 0.00950139

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.851   0.264   3.595 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0420.0090.051
getPIPs0.0470.0000.048
graper0.0690.0040.074
makeExampleData0.0080.0000.009
makeExampleDataWithUnequalGroups0.0090.0000.010
plotELBO0.4330.0080.734
plotGroupPenalties1.5700.0482.242
plotPosterior1.0060.0081.183
predict.graper1.0120.0271.126
print.graper0.0500.0040.056