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This page was generated on 2026-02-05 11:57 -0500 (Thu, 05 Feb 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.3 LTS)x86_644.5.2 (2025-10-31) -- "[Not] Part in a Rumble" 4888
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: 2026-02-02 13:45 -0500 (Mon, 02 Feb 2026)
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
See other builds for graper in R Universe.


CHECK results for graper on nebbiolo2

To the developers/maintainers of the graper package:
- Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/graper.git to reflect on this report. See Troubleshooting Build Report for more information.
- Use the following Renviron settings to reproduce errors and warnings.
- If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information.

raw results


Summary

Package: graper
Version: 1.26.0
Command: /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.22-bioc/R/site-library --timings graper_1.26.0.tar.gz
StartedAt: 2026-02-04 00:12:26 -0500 (Wed, 04 Feb 2026)
EndedAt: 2026-02-04 00:13:57 -0500 (Wed, 04 Feb 2026)
EllapsedTime: 91.1 seconds
RetCode: 0
Status:   OK  
CheckDir: graper.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.22-bioc/R/site-library --timings graper_1.26.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/home/biocbuild/bbs-3.22-bioc/meat/graper.Rcheck’
* using R version 4.5.2 (2025-10-31)
* using platform: x86_64-pc-linux-gnu
* R was compiled by
    gcc (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0
    GNU Fortran (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0
* running under: Ubuntu 24.04.3 LTS
* using session charset: UTF-8
* 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: ‘g++ (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0’
* checking installed package size ... INFO
  installed size is  6.1Mb
  sub-directories of 1Mb or more:
    libs   6.0Mb
* 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 re-building of vignette outputs ... OK
* 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/bbs-3.22-bioc/R/bin/R CMD INSTALL graper
###
##############################################################################
##############################################################################


* installing to library ‘/home/biocbuild/bbs-3.22-bioc/R/site-library’
* installing *source* package ‘graper’ ...
** this is package ‘graper’ version ‘1.26.0’
** using staged installation
** libs
using C++ compiler: ‘g++ (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0’
g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.22-bioc/R/include" -DNDEBUG  -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/BH/include' -I/usr/local/include    -fpic  -g -O2  -Wall -Werror=format-security  -c RcppExports.cpp -o RcppExports.o
g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.22-bioc/R/include" -DNDEBUG  -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/BH/include' -I/usr/local/include    -fpic  -g -O2  -Wall -Werror=format-security  -c fit_graper.cpp -o fit_graper.o
g++ -std=gnu++17 -shared -L/home/biocbuild/bbs-3.22-bioc/R/lib -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -llapack -L/home/biocbuild/bbs-3.22-bioc/R/lib -lRblas -lgfortran -lm -lquadmath -L/home/biocbuild/bbs-3.22-bioc/R/lib -lR
installing to /home/biocbuild/bbs-3.22-bioc/R/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 4.5.2 (2025-10-31) -- "[Not] Part in a Rumble"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: x86_64-pc-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=-891.462
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-569.443
ELB improved by 322.019

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-514.943
ELB improved by 54.4995

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-481.935
ELB improved by 33.0081

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-466.599
ELB improved by 15.336

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.358
ELB improved by 7.24098

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.135
ELB improved by 5.2227

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.19
ELB improved by 4.94488

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.233
ELB improved by 4.95688

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.482
ELB improved by 4.75187

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.364
ELB improved by 4.11808

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.151
ELB improved by 3.21276

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.782
ELB improved by 2.36912

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.041
ELB improved by 1.74017

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.74
ELB improved by 1.30162

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.73
ELB improved by 1.00997

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.902
ELB improved by 0.827726

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.189
ELB improved by 0.713147

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.558
ELB improved by 0.631182

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.996
ELB improved by 0.561655

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.497
ELB improved by 0.49911

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.051
ELB improved by 0.446071

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.646
ELB improved by 0.404596

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.273
ELB improved by 0.373385

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.923
ELB improved by 0.349652

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.592
ELB improved by 0.330925

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.277
ELB improved by 0.315475

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.975
ELB improved by 0.302156

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.685
ELB improved by 0.290197

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.406
ELB improved by 0.279083

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.137
ELB improved by 0.26848

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.879
ELB improved by 0.258198

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.631
ELB improved by 0.248155

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.392
ELB improved by 0.238338

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.164
ELB improved by 0.228782

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.944
ELB improved by 0.219552

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.733
ELB improved by 0.210729

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.531
ELB improved by 0.202412

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.336
ELB improved by 0.194713

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.148
ELB improved by 0.187754

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.967
ELB improved by 0.181671

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.79
ELB improved by 0.176606

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.617
ELB improved by 0.172707

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.447
ELB improved by 0.170129

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.278
ELB improved by 0.169035

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.109
ELB improved by 0.169589

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.937
ELB improved by 0.171958

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.76
ELB improved by 0.176299

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.578
ELB improved by 0.18274

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.386
ELB improved by 0.191352

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.184
ELB improved by 0.202099

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.969
ELB improved by 0.214789

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.74
ELB improved by 0.229003

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.496
ELB improved by 0.244057

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.237
ELB improved by 0.258996

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.965
ELB improved by 0.272668

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.681
ELB improved by 0.283906

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.389
ELB improved by 0.291774

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.093
ELB improved by 0.295776

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.797
ELB improved by 0.295842

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.505
ELB improved by 0.292046

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.221
ELB improved by 0.284362

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.948
ELB improved by 0.272805

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.691
ELB improved by 0.257512

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.453
ELB improved by 0.237856

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.241
ELB improved by 0.211775

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.063
ELB improved by 0.178087

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.923
ELB improved by 0.140057

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.819
ELB improved by 0.104116

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.744
ELB improved by 0.0749213

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.69
ELB improved by 0.0534123

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.652
ELB improved by 0.0383176

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.624
ELB improved by 0.0278958

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.604
ELB improved by 0.0206967

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.588
ELB improved by 0.015687

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.576
ELB improved by 0.0121675

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.566
ELB improved by 0.00966981

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-885.961
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-570.411
ELB improved by 315.549

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-512.253
ELB improved by 58.1589

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-478.444
ELB improved by 33.8084

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.083
ELB improved by 14.3607

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.044
ELB improved by 7.03904

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.756
ELB improved by 5.28838

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.923
ELB improved by 4.83324

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.354
ELB improved by 4.56927

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.146
ELB improved by 4.20755

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.502
ELB improved by 3.64401

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.568
ELB improved by 2.93437

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.309
ELB improved by 2.25855

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.531
ELB improved by 1.77847

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.029
ELB improved by 1.50192

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.729
ELB improved by 1.29949

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.679
ELB improved by 1.04969

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.906
ELB improved by 0.77317

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.35
ELB improved by 0.556257

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.936
ELB improved by 0.413855

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.614
ELB improved by 0.322322

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.353
ELB improved by 0.261163

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.135
ELB improved by 0.218059

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.949
ELB improved by 0.186063

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.787
ELB improved by 0.161285

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.646
ELB improved by 0.141497

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.52
ELB improved by 0.12535

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.408
ELB improved by 0.111976

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.308
ELB improved by 0.100773

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.216
ELB improved by 0.0913078

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.133
ELB improved by 0.083255

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.057
ELB improved by 0.0763639

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.986
ELB improved by 0.0704382

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.921
ELB improved by 0.0653222

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.86
ELB improved by 0.0608909

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.803
ELB improved by 0.0570424

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.749
ELB improved by 0.053693

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.699
ELB improved by 0.0507731

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.65
ELB improved by 0.0482243

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.604
ELB improved by 0.045997

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.56
ELB improved by 0.0440491

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.518
ELB improved by 0.0423447

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.477
ELB improved by 0.0408534

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.438
ELB improved by 0.0395493

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.399
ELB improved by 0.0384109

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.362
ELB improved by 0.0374207

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.325
ELB improved by 0.0365645

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.289
ELB improved by 0.0358317

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.254
ELB improved by 0.0352147

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.219
ELB improved by 0.0347088

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.185
ELB improved by 0.0343123

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.151
ELB improved by 0.0340262

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.117
ELB improved by 0.0338541

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.083
ELB improved by 0.0338027

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.05
ELB improved by 0.0338811

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.015
ELB improved by 0.0341016

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.981
ELB improved by 0.0344795

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.946
ELB improved by 0.0350337

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.91
ELB improved by 0.0357869

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.873
ELB improved by 0.0367664

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.835
ELB improved by 0.0380053

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.796
ELB improved by 0.0395438

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.754
ELB improved by 0.0414317

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.711
ELB improved by 0.0437314

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.664
ELB improved by 0.0465233

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.614
ELB improved by 0.0499119

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.56
ELB improved by 0.0540351

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.501
ELB improved by 0.0590753

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.436
ELB improved by 0.0652715

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.363
ELB improved by 0.0729271

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.281
ELB improved by 0.0823995

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.186
ELB improved by 0.0940435

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.078
ELB improved by 0.108065

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.954
ELB improved by 0.124262

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.812
ELB improved by 0.141782

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.653
ELB improved by 0.159222

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.478
ELB improved by 0.175359

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.288
ELB improved by 0.189959

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.084
ELB improved by 0.20374

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.867
ELB improved by 0.217555

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.635
ELB improved by 0.231783

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.388
ELB improved by 0.246259

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.128
ELB improved by 0.260422

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.855
ELB improved by 0.273437

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.57
ELB improved by 0.284281

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.279
ELB improved by 0.291845

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.983
ELB improved by 0.295081

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.69
ELB improved by 0.293152

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.405
ELB improved by 0.285524

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.133
ELB improved by 0.272033

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.88
ELB improved by 0.253022

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.65
ELB improved by 0.229558

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.447
ELB improved by 0.203459

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.27
ELB improved by 0.176896

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.118
ELB improved by 0.151784

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.989
ELB improved by 0.129375

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.878
ELB improved by 0.110185

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.784
ELB improved by 0.0941434

iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.703
ELB improved by 0.0807986

iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.634
ELB improved by 0.069519

iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.574
ELB improved by 0.0596861

iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.523
ELB improved by 0.0508618

iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.481
ELB improved by 0.042868

iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.445
ELB improved by 0.0357327

iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.415
ELB improved by 0.0295494

iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.391
ELB improved by 0.0243557

iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.371
ELB improved by 0.0200962

iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.354
ELB improved by 0.0166498

iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.34
ELB improved by 0.0138739

iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.329
ELB improved by 0.0116348

iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.319
ELB improved by 0.00982096

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-855.23
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-591.355
ELB improved by 263.875

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-527.788
ELB improved by 63.5668

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-479.21
ELB improved by 48.5775

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.863
ELB improved by 25.3475

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.297
ELB improved by 10.5658

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.226
ELB improved by 6.07094

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.33
ELB improved by 4.89603

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.743
ELB improved by 4.5868

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.121
ELB improved by 4.62274

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.468
ELB improved by 4.65263

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.065
ELB improved by 4.40331

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.287
ELB improved by 3.77797

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.357
ELB improved by 2.93014

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.222
ELB improved by 2.13476

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.67
ELB improved by 1.55209

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.495
ELB improved by 1.17468

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.556
ELB improved by 0.939475

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.758
ELB improved by 0.797361

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.043
ELB improved by 0.714749

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.376
ELB improved by 0.667719

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.736
ELB improved by 0.640101

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.114
ELB improved by 0.621388

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.509
ELB improved by 0.604901

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.923
ELB improved by 0.586769

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.357
ELB improved by 0.565396

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.816
ELB improved by 0.540876

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.302
ELB improved by 0.514254

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.815
ELB improved by 0.486816

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.356
ELB improved by 0.459654

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.922
ELB improved by 0.433487

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.513
ELB improved by 0.408657

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.128
ELB improved by 0.385195

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.765
ELB improved by 0.362925

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.424
ELB improved by 0.341611

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.103
ELB improved by 0.32111

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.801
ELB improved by 0.301505

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.518
ELB improved by 0.283157

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.251
ELB improved by 0.266622

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.999
ELB improved by 0.252398

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.758
ELB improved by 0.240575

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.528
ELB improved by 0.230517

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.307
ELB improved by 0.220842

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.097
ELB improved by 0.209866

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.901
ELB improved by 0.196322

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.721
ELB improved by 0.179893

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.56
ELB improved by 0.161246

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.418
ELB improved by 0.141639

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.296
ELB improved by 0.122404

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.191
ELB improved by 0.104573

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.102
ELB improved by 0.0887317

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.027
ELB improved by 0.0750703

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.964
ELB improved by 0.0635128

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.91
ELB improved by 0.0538423

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.864
ELB improved by 0.0457907

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.825
ELB improved by 0.0390915

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.791
ELB improved by 0.0335048

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.763
ELB improved by 0.0288269

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.738
ELB improved by 0.0248905

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.716
ELB improved by 0.0215617

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.697
ELB improved by 0.0187343

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.681
ELB improved by 0.0163249

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.667
ELB improved by 0.0142672

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.654
ELB improved by 0.012508

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.643
ELB improved by 0.0110039

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.634
ELB improved by 0.00971829

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-838.911
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-576.424
ELB improved by 262.487

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-521.113
ELB improved by 55.3116

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-476.915
ELB improved by 44.198

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.06
ELB improved by 24.8542

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.066
ELB improved by 10.9943

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.035
ELB improved by 6.03093

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.104
ELB improved by 4.93145

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.255
ELB improved by 4.84886

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.147
ELB improved by 5.10822

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.801
ELB improved by 5.34605

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.606
ELB improved by 5.19428

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.193
ELB improved by 4.41363

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.986
ELB improved by 3.20701

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.883
ELB improved by 2.10249

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.508
ELB improved by 1.37503

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.564
ELB improved by 0.944314

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.89
ELB improved by 0.674134

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.384
ELB improved by 0.505906

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.979
ELB improved by 0.40481

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.639
ELB improved by 0.339653

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.348
ELB improved by 0.291569

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.095
ELB improved by 0.253143

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.872
ELB improved by 0.222846

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.671
ELB improved by 0.200534

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.486
ELB improved by 0.185232

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.311
ELB improved by 0.17505

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.143
ELB improved by 0.168068

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.98
ELB improved by 0.162888

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.821
ELB improved by 0.15866

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.666
ELB improved by 0.154905

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.515
ELB improved by 0.151355

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.367
ELB improved by 0.147863

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.223
ELB improved by 0.144351

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.082
ELB improved by 0.140787

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.945
ELB improved by 0.13717

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.811
ELB improved by 0.133517

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.681
ELB improved by 0.129851

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.555
ELB improved by 0.1262

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.433
ELB improved by 0.12258

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.314
ELB improved by 0.118999

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.198
ELB improved by 0.115449

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.086
ELB improved by 0.111909

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.978
ELB improved by 0.108348

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.873
ELB improved by 0.104727

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.772
ELB improved by 0.101006

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.675
ELB improved by 0.0971463

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.582
ELB improved by 0.0931211

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.493
ELB improved by 0.0889148

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.409
ELB improved by 0.0845278

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.329
ELB improved by 0.079977

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.253
ELB improved by 0.0752955

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.183
ELB improved by 0.0705289

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.117
ELB improved by 0.0657325

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.056
ELB improved by 0.0609659

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391
ELB improved by 0.0562885

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.948
ELB improved by 0.0517553

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.901
ELB improved by 0.0474135

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.857
ELB improved by 0.0433005

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.818
ELB improved by 0.0394431

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.782
ELB improved by 0.0358572

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.749
ELB improved by 0.0325496

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.72
ELB improved by 0.0295185

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.693
ELB improved by 0.0267562

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.669
ELB improved by 0.0242498

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.647
ELB improved by 0.0219838

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.627
ELB improved by 0.0199406

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.609
ELB improved by 0.0181017

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.592
ELB improved by 0.0164491

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.577
ELB improved by 0.0149649

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.564
ELB improved by 0.0136326

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.551
ELB improved by 0.0124366

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.54
ELB improved by 0.0113628

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.53
ELB improved by 0.0103981

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.52
ELB improved by 0.00953109

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.364   0.179   2.531 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0510.0070.058
getPIPs0.0510.0000.051
graper0.0820.0030.084
makeExampleData0.0100.0010.010
makeExampleDataWithUnequalGroups0.0120.0010.013
plotELBO0.3270.0240.351
plotGroupPenalties1.0710.0581.129
plotPosterior0.6290.0090.639
predict.graper2.0430.0202.064
print.graper0.0510.0010.052