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This page was generated on 2026-04-13 11:36 -0400 (Mon, 13 Apr 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.4 LTS)x86_644.6.0 alpha (2026-04-05 r89794) 4919
kjohnson3macOS 13.7.7 Venturaarm644.6.0 alpha (2026-04-08 r89818) 4632
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 936/2390HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.27.0  (landing page)
Britta Velten
Snapshot Date: 2026-04-12 13:40 -0400 (Sun, 12 Apr 2026)
git_url: https://git.bioconductor.org/packages/graper
git_branch: devel
git_last_commit: 95474d7
git_last_commit_date: 2025-10-29 10:49:21 -0400 (Wed, 29 Oct 2025)
nebbiolo1Linux (Ubuntu 24.04.4 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
kjohnson3macOS 13.7.7 Ventura / arm64  OK    OK    OK    OK  UNNEEDED, same version is already published
See other builds for graper in R Universe.


CHECK results for graper on kjohnson3

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: 1.27.0
Command: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:graper.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings graper_1.27.0.tar.gz
StartedAt: 2026-04-12 20:03:54 -0400 (Sun, 12 Apr 2026)
EndedAt: 2026-04-12 20:04:25 -0400 (Sun, 12 Apr 2026)
EllapsedTime: 31.4 seconds
RetCode: 0
Status:   OK  
CheckDir: graper.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:graper.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings graper_1.27.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/Users/biocbuild/bbs-3.23-bioc/meat/graper.Rcheck’
* using R version 4.6.0 alpha (2026-04-08 r89818)
* using platform: aarch64-apple-darwin23
* R was compiled by
    Apple clang version 17.0.0 (clang-1700.3.19.1)
    GNU Fortran (GCC) 14.2.0
* running under: macOS Tahoe 26.3.1
* using session charset: UTF-8
* current time: 2026-04-13 00:03:54 UTC
* using option ‘--no-vignettes’
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.27.0’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘graper’ can be installed ... OK
* used C++ compiler: ‘Apple clang version 17.0.0 (clang-1700.6.4.2)’
* used SDK: ‘MacOSX26.2.sdk’
* checking installed package size ... OK
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking code files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... NOTE
checkRd: (-1) predict.graper.Rd:19-21: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:23-24: Lost braces in \itemize; meant \describe ?
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... INFO
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: 1 NOTE
See
  ‘/Users/biocbuild/bbs-3.23-bioc/meat/graper.Rcheck/00check.log’
for details.


Installation output

graper.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD INSTALL graper
###
##############################################################################
##############################################################################


* installing to library ‘/Library/Frameworks/R.framework/Versions/4.6/Resources/library’
* installing *source* package ‘graper’ ...
** this is package ‘graper’ version ‘1.27.0’
** using staged installation
** libs
using C++ compiler: ‘Apple clang version 17.0.0 (clang-1700.6.4.2)’
using SDK: ‘MacOSX26.2.sdk’
clang++ -arch arm64 -std=gnu++20 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BH/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c RcppExports.cpp -o RcppExports.o
clang++ -arch arm64 -std=gnu++20 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BH/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c fit_graper.cpp -o fit_graper.o
clang++ -arch arm64 -std=gnu++20 -dynamiclib -Wl,-headerpad_max_install_names -undefined dynamic_lookup -L/Library/Frameworks/R.framework/Resources/lib -L/opt/R/arm64/lib -o graper.so RcppExports.o fit_graper.o -L/Library/Frameworks/R.framework/Resources/lib -lRlapack -L/Library/Frameworks/R.framework/Resources/lib -lRblas -L/opt/gfortran/lib/gcc/aarch64-apple-darwin20.0/14.2.0 -L/opt/gfortran/lib -lemutls_w -lheapt_w -lgfortran -lquadmath -F/Library/Frameworks/R.framework/.. -framework R
installing to /Library/Frameworks/R.framework/Versions/4.6/Resources/library/00LOCK-graper/00new/graper/libs
** R
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
** checking absolute paths in shared objects and dynamic libraries
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (graper)

Tests output

graper.Rcheck/tests/testthat.Rout


R version 4.6.0 alpha (2026-04-08 r89818)
Copyright (C) 2026 The R Foundation for Statistical Computing
Platform: aarch64-apple-darwin23

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> library(testthat)
> library(graper)
> 
> test_check("graper")
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-901.048
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-573.925
ELB improved by 327.123

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-517.71
ELB improved by 56.2157

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-486.585
ELB improved by 31.1245

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-473.179
ELB improved by 13.4062

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-465.059
ELB improved by 8.11958

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.352
ELB improved by 7.70754

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.164
ELB improved by 8.18806

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.948
ELB improved by 8.21587

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.58
ELB improved by 7.36742

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.465
ELB improved by 6.11575

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.489
ELB improved by 4.97561

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.423
ELB improved by 4.06622

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.339
ELB improved by 3.08405

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.214
ELB improved by 2.12535

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.716
ELB improved by 1.49733

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.565
ELB improved by 1.15168

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.609
ELB improved by 0.955263

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.829
ELB improved by 0.780339

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.221
ELB improved by 0.608088

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.735
ELB improved by 0.48551

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.323
ELB improved by 0.412269

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.956
ELB improved by 0.367098

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.62
ELB improved by 0.335975

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.308
ELB improved by 0.312135

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.015
ELB improved by 0.29234

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.741
ELB improved by 0.274922

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.482
ELB improved by 0.258985

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.238
ELB improved by 0.244063

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.008
ELB improved by 0.229952

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.791
ELB improved by 0.216601

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.587
ELB improved by 0.204043

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.395
ELB improved by 0.192347

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.213
ELB improved by 0.181583

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.041
ELB improved by 0.171809

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.878
ELB improved by 0.163062

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.723
ELB improved by 0.155362

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.574
ELB improved by 0.148718

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.431
ELB improved by 0.143131

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.292
ELB improved by 0.138608

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.157
ELB improved by 0.135168

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.024
ELB improved by 0.132853

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.893
ELB improved by 0.131742

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.761
ELB improved by 0.131966

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.627
ELB improved by 0.13374

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.489
ELB improved by 0.137407

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.346
ELB improved by 0.143524

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.193
ELB improved by 0.15303

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.025
ELB improved by 0.167576

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.835
ELB improved by 0.190187

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.609
ELB improved by 0.226343

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.324
ELB improved by 0.284369

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.956
ELB improved by 0.368284

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.503
ELB improved by 0.453056

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.018
ELB improved by 0.485118

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.56
ELB improved by 0.457838

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.152
ELB improved by 0.407763

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.8
ELB improved by 0.35263

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.504
ELB improved by 0.295712

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.264
ELB improved by 0.239958

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.075
ELB improved by 0.18931

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.928
ELB improved by 0.146743

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.815
ELB improved by 0.113345

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.726
ELB improved by 0.0886532

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.655
ELB improved by 0.0713937

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.595
ELB improved by 0.0600418

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.541
ELB improved by 0.0530678

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.492
ELB improved by 0.0489895

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.446
ELB improved by 0.0464216

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.402
ELB improved by 0.044251

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.36
ELB improved by 0.0418919

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.32
ELB improved by 0.0394265

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.283
ELB improved by 0.0375187

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.246
ELB improved by 0.0372774

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.205
ELB improved by 0.0404677

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.155
ELB improved by 0.0506505

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.078
ELB improved by 0.0764853

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.939
ELB improved by 0.138768

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.674
ELB improved by 0.265724

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.268
ELB improved by 0.405303

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.791
ELB improved by 0.477581

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.154
ELB improved by 0.636311

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.466
ELB improved by 0.688692

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.03
ELB improved by 0.435329

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.827
ELB improved by 0.203827

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.734
ELB improved by 0.0921294

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.69
ELB improved by 0.0443975

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.666
ELB improved by 0.0237198

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.652
ELB improved by 0.0141556

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.643
ELB improved by 0.00933393

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-862.357
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-576.269
ELB improved by 286.088

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-517.927
ELB improved by 58.3422

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-475.267
ELB improved by 42.6597

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.331
ELB improved by 19.9365

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.356
ELB improved by 7.97465

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.035
ELB improved by 5.32145

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.806
ELB improved by 5.22913

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.968
ELB improved by 5.83726

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.156
ELB improved by 6.81276

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.462
ELB improved by 7.6939

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.786
ELB improved by 7.67558

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.362
ELB improved by 6.42401

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.706
ELB improved by 4.65643

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.579
ELB improved by 3.12615

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.473
ELB improved by 2.10598

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.001
ELB improved by 1.47218

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.999
ELB improved by 1.00275

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.321
ELB improved by 0.677507

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.828
ELB improved by 0.493067

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.434
ELB improved by 0.393545

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.097
ELB improved by 0.337171

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.794
ELB improved by 0.302843

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.514
ELB improved by 0.280283

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.25
ELB improved by 0.264207

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.998
ELB improved by 0.251724

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.757
ELB improved by 0.241201

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.525
ELB improved by 0.231721

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.302
ELB improved by 0.222811

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.088
ELB improved by 0.214268

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.882
ELB improved by 0.206056

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.684
ELB improved by 0.198226

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.493
ELB improved by 0.190866

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.309
ELB improved by 0.18407

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.131
ELB improved by 0.177919

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.959
ELB improved by 0.172476

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.791
ELB improved by 0.167787

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.627
ELB improved by 0.163884

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.466
ELB improved by 0.160792

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.308
ELB improved by 0.158537

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.15
ELB improved by 0.157153

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.994
ELB improved by 0.156681

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.837
ELB improved by 0.157169

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.678
ELB improved by 0.158641

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.517
ELB improved by 0.161066

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.353
ELB improved by 0.164279

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.185
ELB improved by 0.167903

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.013
ELB improved by 0.171302

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.84
ELB improved by 0.173627

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.666
ELB improved by 0.17399

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.494
ELB improved by 0.171698

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.328
ELB improved by 0.166439

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.169
ELB improved by 0.158322

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.022
ELB improved by 0.147793

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.886
ELB improved by 0.135503

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.764
ELB improved by 0.122186

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.655
ELB improved by 0.108556

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.56
ELB improved by 0.095236

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.477
ELB improved by 0.0827136

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.406
ELB improved by 0.0713142

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.345
ELB improved by 0.0612056

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.292
ELB improved by 0.0524212

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.248
ELB improved by 0.0448963

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.209
ELB improved by 0.0385079

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.176
ELB improved by 0.0331082

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.147
ELB improved by 0.0285497

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.123
ELB improved by 0.0246993

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.101
ELB improved by 0.0214437

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.083
ELB improved by 0.0186893

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.066
ELB improved by 0.016358

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.052
ELB improved by 0.014384

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.039
ELB improved by 0.0127099

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.028
ELB improved by 0.0112853

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.018
ELB improved by 0.0100662

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.009
ELB improved by 0.00901476

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-909.462
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-588.302
ELB improved by 321.16

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-527.648
ELB improved by 60.6532

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-489.189
ELB improved by 38.459

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-472.318
ELB improved by 16.8711

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.432
ELB improved by 7.88582

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.298
ELB improved by 5.13463

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.846
ELB improved by 4.4515

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.299
ELB improved by 4.54731

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.276
ELB improved by 5.02339

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.659
ELB improved by 5.61655

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.731
ELB improved by 5.92829

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.16
ELB improved by 5.57084

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.542
ELB improved by 4.61823

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.998
ELB improved by 3.54327

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.393
ELB improved by 2.60551

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.529
ELB improved by 1.86379

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.179
ELB improved by 1.35042

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.153
ELB improved by 1.02567

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.328
ELB improved by 0.824791

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.625
ELB improved by 0.703034

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.989
ELB improved by 0.636026

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.378
ELB improved by 0.611113

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.755
ELB improved by 0.623446

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.082
ELB improved by 0.672319

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.329
ELB improved by 0.753497

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.479
ELB improved by 0.849332

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.55
ELB improved by 0.929443

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.559
ELB improved by 0.99123

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.484
ELB improved by 1.07514

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.28
ELB improved by 1.20409

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.904
ELB improved by 1.37568

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.325
ELB improved by 1.57861

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.541
ELB improved by 1.78455

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.612
ELB improved by 1.9285

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.688
ELB improved by 1.92407

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.955
ELB improved by 1.73344

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.554
ELB improved by 1.40073

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.53
ELB improved by 1.02355

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.833
ELB improved by 0.697109

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.371
ELB improved by 0.462406

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.06
ELB improved by 0.310605

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.844
ELB improved by 0.216503

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.686
ELB improved by 0.158181

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.564
ELB improved by 0.121162

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.468
ELB improved by 0.0968408

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.387
ELB improved by 0.0802678

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.319
ELB improved by 0.0685889

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.259
ELB improved by 0.0601154

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.205
ELB improved by 0.0538049

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.156
ELB improved by 0.0489767

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.111
ELB improved by 0.0451619

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.069
ELB improved by 0.0420319

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.029
ELB improved by 0.039374

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.992
ELB improved by 0.0370913

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.957
ELB improved by 0.0352061

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.923
ELB improved by 0.0338528

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.89
ELB improved by 0.0332482

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.856
ELB improved by 0.0336341

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.821
ELB improved by 0.0351654

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.783
ELB improved by 0.0376962

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.743
ELB improved by 0.0404669

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.701
ELB improved by 0.041959

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.66
ELB improved by 0.040485

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.625
ELB improved by 0.0355313

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.596
ELB improved by 0.0284341

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.575
ELB improved by 0.0213144

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.56
ELB improved by 0.0155875

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.548
ELB improved by 0.0115816

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.539
ELB improved by 0.00899919

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-876.621
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-548.327
ELB improved by 328.294

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-498.205
ELB improved by 50.1215

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-473.161
ELB improved by 25.0449

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-462.105
ELB improved by 11.0553

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.159
ELB improved by 5.94611

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.664
ELB improved by 4.49487

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.514
ELB improved by 4.14985

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.442
ELB improved by 4.0727

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.461
ELB improved by 3.98049

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.718
ELB improved by 3.74361

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.395
ELB improved by 3.32275

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.633
ELB improved by 2.76159

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.463
ELB improved by 2.16994

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.806
ELB improved by 1.6577

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.54
ELB improved by 1.26602

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.533
ELB improved by 1.00663

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.667
ELB improved by 0.866017

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.853
ELB improved by 0.813845

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.028
ELB improved by 0.825061

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.15
ELB improved by 0.878176

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.205
ELB improved by 0.944733

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.21
ELB improved by 0.994817

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.189
ELB improved by 1.02135

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.153
ELB improved by 1.03639

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.11
ELB improved by 1.04298

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.076
ELB improved by 1.03376

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.07
ELB improved by 1.00567

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.107
ELB improved by 0.962879

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.197
ELB improved by 0.91062

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.345
ELB improved by 0.851938

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.557
ELB improved by 0.788115

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.837
ELB improved by 0.719594

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.19
ELB improved by 0.646922

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.619
ELB improved by 0.57151

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.123
ELB improved by 0.495721

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.7
ELB improved by 0.422393

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.346
ELB improved by 0.354395

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.052
ELB improved by 0.294269

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.808
ELB improved by 0.243809

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.604
ELB improved by 0.203714

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.431
ELB improved by 0.17356

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.279
ELB improved by 0.152064

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.141
ELB improved by 0.137452

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.013
ELB improved by 0.127775

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.892
ELB improved by 0.121188

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.776
ELB improved by 0.116241

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.664
ELB improved by 0.112125

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.555
ELB improved by 0.108709

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.449
ELB improved by 0.106272

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.344
ELB improved by 0.10513

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.238
ELB improved by 0.105426

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.131
ELB improved by 0.10721

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.02
ELB improved by 0.110878

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.902
ELB improved by 0.118079

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.769
ELB improved by 0.132809

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.609
ELB improved by 0.160156

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.414
ELB improved by 0.194852

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.211
ELB improved by 0.203611

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.049
ELB improved by 0.161376

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.947
ELB improved by 0.102488

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.886
ELB improved by 0.0611001

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.847
ELB improved by 0.038461

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.821
ELB improved by 0.0267216

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.8
ELB improved by 0.0204097

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.783
ELB improved by 0.016742

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.769
ELB improved by 0.0144088

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.756
ELB improved by 0.0127959

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.745
ELB improved by 0.0116054

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.734
ELB improved by 0.0106846

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.724
ELB improved by 0.00994994

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  1.074   0.081   1.157 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0290.0060.035
getPIPs0.0270.0060.034
graper0.0470.0090.057
makeExampleData0.0060.0000.007
makeExampleDataWithUnequalGroups0.0070.0010.008
plotELBO0.1250.0080.135
plotGroupPenalties0.3360.0070.344
plotPosterior0.2480.0050.252
predict.graper1.0480.0401.100
print.graper0.0270.0040.032