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This page was generated on 2023-05-31 05:44:35 -0000 (Wed, 31 May 2023).

HostnameOSArch (*)R versionInstalled pkgs
kunpeng1Linux (Ubuntu 22.04.1 LTS)aarch644.3.0 (2023-04-21) -- "Already Tomorrow" 4219
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CHECK results for graper on kunpeng1


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.

Note: If "R CMD check" recently failed on the Linux builder over a missing dependency, add the missing dependency to "Suggests" in your DESCRIPTION file. See the Renviron.bioc for details.

raw results

Package 862/2197HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.17.1  (landing page)
Britta Velten
Snapshot Date: 2023-05-29 10:19:22 -0000 (Mon, 29 May 2023)
git_url: https://git.bioconductor.org/packages/graper
git_branch: devel
git_last_commit: d5500b4
git_last_commit_date: 2023-05-02 13:47:40 -0000 (Tue, 02 May 2023)
kunpeng1Linux (Ubuntu 22.04.1 LTS) / aarch64  OK    OK    OK  

Summary

Package: graper
Version: 1.17.1
Command: /home/biocbuild/R/R-4.3.0/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/R/R-4.3.0/site-library --timings graper_1.17.1.tar.gz
StartedAt: 2023-05-30 09:03:32 -0000 (Tue, 30 May 2023)
EndedAt: 2023-05-30 09:05:21 -0000 (Tue, 30 May 2023)
EllapsedTime: 109.1 seconds
RetCode: 0
Status:   OK  
CheckDir: graper.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/R/R-4.3.0/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/R/R-4.3.0/site-library --timings graper_1.17.1.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/home/biocbuild/bbs-3.18-bioc/meat/graper.Rcheck’
* using R version 4.3.0 (2023-04-21)
* using platform: aarch64-unknown-linux-gnu (64-bit)
* R was compiled by
    gcc (Ubuntu 11.3.0-1ubuntu1~22.04) 11.3.0
    GNU Fortran (Ubuntu 11.3.0-1ubuntu1~22.04) 11.3.0
* running under: Ubuntu 22.04.2 LTS
* using session charset: UTF-8
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.17.1’
* 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 11.3.0-1ubuntu1~22.04.1) 11.3.0’
* checking C++ specification ... NOTE
  Specified C++11: please drop specification unless essential
* checking installed package size ... NOTE
  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 R 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 ... OK
* 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 in ‘inst/doc’ ... OK
* checking running R code from vignettes ...
  ‘example_linear.Rmd’ using ‘UTF-8’... OK
  ‘example_logistic.Rmd’ using ‘UTF-8’... OK
 NONE
* checking re-building of vignette outputs ... OK
* checking PDF version of manual ... OK
* DONE

Status: 3 NOTEs
See
  ‘/home/biocbuild/bbs-3.18-bioc/meat/graper.Rcheck/00check.log’
for details.



Installation output

graper.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/R/R-4.3.0/bin/R CMD INSTALL graper
###
##############################################################################
##############################################################################


* installing to library ‘/home/biocbuild/R/R-4.3.0/site-library’
* installing *source* package ‘graper’ ...
** using staged installation
** libs
using C++ compiler: ‘g++ (Ubuntu 11.3.0-1ubuntu1~22.04.1) 11.3.0’
using C++11
g++ -std=gnu++11 -I"/home/biocbuild/R/R-4.3.0/include" -DNDEBUG  -I'/home/biocbuild/R/R-4.3.0/site-library/Rcpp/include' -I'/home/biocbuild/R/R-4.3.0/site-library/RcppArmadillo/include' -I'/home/biocbuild/R/R-4.3.0/site-library/BH/include' -I/usr/local/include    -fPIC  -g -O2  -c RcppExports.cpp -o RcppExports.o
g++ -std=gnu++11 -I"/home/biocbuild/R/R-4.3.0/include" -DNDEBUG  -I'/home/biocbuild/R/R-4.3.0/site-library/Rcpp/include' -I'/home/biocbuild/R/R-4.3.0/site-library/RcppArmadillo/include' -I'/home/biocbuild/R/R-4.3.0/site-library/BH/include' -I/usr/local/include    -fPIC  -g -O2  -c fit_graper.cpp -o fit_graper.o
g++ -std=gnu++11 -shared -L/home/biocbuild/R/R-4.3.0/lib -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -llapack -lblas -lgfortran -lm -L/home/biocbuild/R/R-4.3.0/lib -lR
installing to /home/biocbuild/R/R-4.3.0/site-library/00LOCK-graper/00new/graper/libs
** R
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
** checking absolute paths in shared objects and dynamic libraries
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (graper)

Tests output

graper.Rcheck/tests/testthat.Rout


R version 4.3.0 (2023-04-21) -- "Already Tomorrow"
Copyright (C) 2023 The R Foundation for Statistical Computing
Platform: aarch64-unknown-linux-gnu (64-bit)

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

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

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

> library(testthat)
> library(graper)
> 
> test_check("graper")
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-868.283
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-579.61
ELB improved by 288.673

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-518.026
ELB improved by 61.5842

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-476.283
ELB improved by 41.7421

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.049
ELB improved by 18.2345

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.309
ELB improved by 7.74033

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.884
ELB improved by 5.42508

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.654
ELB improved by 5.22985

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.062
ELB improved by 5.59138

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.936
ELB improved by 6.12609

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.502
ELB improved by 6.43391

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.51
ELB improved by 5.99202

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.824
ELB improved by 4.68653

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.71
ELB improved by 3.11421

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.794
ELB improved by 1.91593

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.579
ELB improved by 1.21486

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.761
ELB improved by 0.817641

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.194
ELB improved by 0.567172

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.779
ELB improved by 0.414765

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.449
ELB improved by 0.330336

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.166
ELB improved by 0.282431

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.917
ELB improved by 0.249458

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.696
ELB improved by 0.221433

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.498
ELB improved by 0.197515

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.318
ELB improved by 0.179657

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.151
ELB improved by 0.167815

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.99
ELB improved by 0.160262

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.835
ELB improved by 0.15525

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.683
ELB improved by 0.151587

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.535
ELB improved by 0.148543

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.389
ELB improved by 0.145656

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.247
ELB improved by 0.142626

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.107
ELB improved by 0.139254

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.972
ELB improved by 0.135429

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.841
ELB improved by 0.131107

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.714
ELB improved by 0.1263

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.593
ELB improved by 0.121067

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.478
ELB improved by 0.115495

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.368
ELB improved by 0.109689

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.264
ELB improved by 0.103757

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.167
ELB improved by 0.0978028

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.075
ELB improved by 0.091918

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.989
ELB improved by 0.0861787

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.908
ELB improved by 0.0806443

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.833
ELB improved by 0.0753575

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.762
ELB improved by 0.0703461

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.697
ELB improved by 0.0656249

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.635
ELB improved by 0.0611988

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.578
ELB improved by 0.0570645

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.525
ELB improved by 0.053213

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.476
ELB improved by 0.0496317

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.429
ELB improved by 0.0463055

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.386
ELB improved by 0.0432184

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.346
ELB improved by 0.040354

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.308
ELB improved by 0.0376963

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.273
ELB improved by 0.03523

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.24
ELB improved by 0.0329406

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.209
ELB improved by 0.0308146

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.18
ELB improved by 0.0288398

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.153
ELB improved by 0.0270046

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.128
ELB improved by 0.0252987

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.104
ELB improved by 0.0237123

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.082
ELB improved by 0.0222366

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.061
ELB improved by 0.0208636

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.041
ELB improved by 0.0195857

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.023
ELB improved by 0.018396

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.006
ELB improved by 0.0172883

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.989
ELB improved by 0.0162565

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.974
ELB improved by 0.0152954

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.96
ELB improved by 0.0143998

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.946
ELB improved by 0.0135651

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.933
ELB improved by 0.0127871

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.921
ELB improved by 0.0120616

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.91
ELB improved by 0.0113851

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.899
ELB improved by 0.010754

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.889
ELB improved by 0.0101651

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.879
ELB improved by 0.00961562

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-838.89
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-582.387
ELB improved by 256.503

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-520.849
ELB improved by 61.5383

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-478.66
ELB improved by 42.189

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.086
ELB improved by 19.5733

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.506
ELB improved by 8.58017

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.377
ELB improved by 5.12944

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.738
ELB improved by 4.63825

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.992
ELB improved by 4.74679

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.11
ELB improved by 4.88144

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.285
ELB improved by 4.82479

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.829
ELB improved by 4.45676

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.984
ELB improved by 3.84479

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.814
ELB improved by 3.17022

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.29
ELB improved by 2.52403

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.368
ELB improved by 1.92158

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.96
ELB improved by 1.40796

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.934
ELB improved by 1.02616

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.164
ELB improved by 0.769538

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.562
ELB improved by 0.602241

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.072
ELB improved by 0.489815

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.662
ELB improved by 0.409976

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.311
ELB improved by 0.351278

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.003
ELB improved by 0.308198

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.726
ELB improved by 0.277311

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.47
ELB improved by 0.255853

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.228
ELB improved by 0.241584

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.995
ELB improved by 0.232848

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.767
ELB improved by 0.228484

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.539
ELB improved by 0.227679

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.309
ELB improved by 0.229839

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.075
ELB improved by 0.234495

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.833
ELB improved by 0.241246

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.584
ELB improved by 0.249726

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.324
ELB improved by 0.259578

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.054
ELB improved by 0.270445

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.772
ELB improved by 0.281965

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.478
ELB improved by 0.293793

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.172
ELB improved by 0.30564

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.855
ELB improved by 0.31736

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.526
ELB improved by 0.329082

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.185
ELB improved by 0.341387

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.829
ELB improved by 0.35541

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.457
ELB improved by 0.372331

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.066
ELB improved by 0.39063

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.666
ELB improved by 0.400045

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.283
ELB improved by 0.382634

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.948
ELB improved by 0.335725

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.668
ELB improved by 0.280095

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.436
ELB improved by 0.23193

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.242
ELB improved by 0.193516

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.079
ELB improved by 0.162923

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.941
ELB improved by 0.138522

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.822
ELB improved by 0.119225

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.717
ELB improved by 0.104261

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.624
ELB improved by 0.093095

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.539
ELB improved by 0.0853284

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.458
ELB improved by 0.0805274

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.38
ELB improved by 0.0780144

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.304
ELB improved by 0.0767086

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.228
ELB improved by 0.0751569

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.157
ELB improved by 0.0719

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.09
ELB improved by 0.0661428

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.032
ELB improved by 0.0582737

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.982
ELB improved by 0.0496711

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.941
ELB improved by 0.0418955

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.905
ELB improved by 0.0359906

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.872
ELB improved by 0.032325

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.841
ELB improved by 0.0307666

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.811
ELB improved by 0.0308236

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.779
ELB improved by 0.0316271

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.747
ELB improved by 0.0319386

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.717
ELB improved by 0.0305184

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.69
ELB improved by 0.0268623

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.668
ELB improved by 0.0216259

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.652
ELB improved by 0.0161296

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.64
ELB improved by 0.01145

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.633
ELB improved by 0.00799396

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-835.302
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-609.128
ELB improved by 226.173

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-551.625
ELB improved by 57.5029

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-500.637
ELB improved by 50.9886

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-470.874
ELB improved by 29.7627

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.692
ELB improved by 12.1818

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.307
ELB improved by 6.38483

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.133
ELB improved by 5.17395

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.927
ELB improved by 5.20642

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.232
ELB improved by 5.69513

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.98
ELB improved by 6.25176

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.71
ELB improved by 6.26969

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.374
ELB improved by 5.33674

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.518
ELB improved by 3.85566

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.02
ELB improved by 2.49825

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.462
ELB improved by 1.55736

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.452
ELB improved by 1.01021

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.743
ELB improved by 0.708693

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.208
ELB improved by 0.535436

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.78
ELB improved by 0.428463

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.422
ELB improved by 0.357745

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.114
ELB improved by 0.308222

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.842
ELB improved by 0.271858

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.598
ELB improved by 0.24412

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.375
ELB improved by 0.222341

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.17
ELB improved by 0.204904

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.979
ELB improved by 0.190852

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.8
ELB improved by 0.179699

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.628
ELB improved by 0.171356

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.462
ELB improved by 0.166037

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.298
ELB improved by 0.163943

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.134
ELB improved by 0.164381

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.97
ELB improved by 0.164548

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.809
ELB improved by 0.160117

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.66
ELB improved by 0.149219

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.525
ELB improved by 0.134795

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.404
ELB improved by 0.121085

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.294
ELB improved by 0.110046

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.193
ELB improved by 0.101572

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.098
ELB improved by 0.0949243

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.008
ELB improved by 0.0894713

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.923
ELB improved by 0.0848219

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.843
ELB improved by 0.0807595

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.766
ELB improved by 0.0771647

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.692
ELB improved by 0.0739646

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.62
ELB improved by 0.0711069

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.552
ELB improved by 0.0685479

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.486
ELB improved by 0.0662482

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.422
ELB improved by 0.0641708

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.359
ELB improved by 0.0622808

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.299
ELB improved by 0.060546

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.24
ELB improved by 0.0589364

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.182
ELB improved by 0.0574249

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.126
ELB improved by 0.0559872

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.072
ELB improved by 0.0546017

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.018
ELB improved by 0.0532497

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.967
ELB improved by 0.051915

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.916
ELB improved by 0.0505846

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.867
ELB improved by 0.0492478

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.819
ELB improved by 0.0478966

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.772
ELB improved by 0.0465255

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.727
ELB improved by 0.0451312

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.683
ELB improved by 0.0437131

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.641
ELB improved by 0.0422722

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.6
ELB improved by 0.040812

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.561
ELB improved by 0.0393374

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.523
ELB improved by 0.0378554

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.487
ELB improved by 0.0363744

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.452
ELB improved by 0.0349044

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.418
ELB improved by 0.0334574

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.386
ELB improved by 0.0320466

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.356
ELB improved by 0.030688

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.326
ELB improved by 0.0294002

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.298
ELB improved by 0.0282056

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.271
ELB improved by 0.0271325

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.245
ELB improved by 0.0262177

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.219
ELB improved by 0.02551

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.194
ELB improved by 0.0250767

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.169
ELB improved by 0.025011

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.144
ELB improved by 0.0254429

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.117
ELB improved by 0.0265509

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.089
ELB improved by 0.0285721

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.057
ELB improved by 0.0318092

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.02
ELB improved by 0.0366391

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.977
ELB improved by 0.0435631

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.923
ELB improved by 0.0533799

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.856
ELB improved by 0.0674307

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.769
ELB improved by 0.0871051

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.658
ELB improved by 0.110273

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.534
ELB improved by 0.124741

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.419
ELB improved by 0.114189

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.336
ELB improved by 0.0830325

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.284
ELB improved by 0.0522853

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.252
ELB improved by 0.0320732

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.231
ELB improved by 0.0207473

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.217
ELB improved by 0.0145931

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.206
ELB improved by 0.0111635

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.196
ELB improved by 0.00917593

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-847.917
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-576.979
ELB improved by 270.938

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-518.306
ELB improved by 58.6726

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-478.14
ELB improved by 40.1664

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.039
ELB improved by 20.1009

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.231
ELB improved by 9.80811

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.851
ELB improved by 6.37976

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.151
ELB improved by 5.70012

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.365
ELB improved by 5.78635

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.711
ELB improved by 5.65364

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.839
ELB improved by 4.87175

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.123
ELB improved by 3.71609

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.459
ELB improved by 2.66391

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.615
ELB improved by 1.84449

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.328
ELB improved by 1.28693

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.376
ELB improved by 0.951656

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.621
ELB improved by 0.755508

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.985
ELB improved by 0.63625

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.426
ELB improved by 0.558346

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.923
ELB improved by 0.50289

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.464
ELB improved by 0.459789

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.04
ELB improved by 0.423597

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.648
ELB improved by 0.391479

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.286
ELB improved by 0.362119

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.951
ELB improved by 0.335047

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.641
ELB improved by 0.310208

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.353
ELB improved by 0.287687

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.086
ELB improved by 0.267558

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.836
ELB improved by 0.249814

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.602
ELB improved by 0.234367

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.381
ELB improved by 0.221077

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.171
ELB improved by 0.209798

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.97
ELB improved by 0.200414

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.778
ELB improved by 0.192887

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.59
ELB improved by 0.187308

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.406
ELB improved by 0.183988

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.223
ELB improved by 0.183614

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.035
ELB improved by 0.187517

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.837
ELB improved by 0.198008

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.619
ELB improved by 0.218153

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.37
ELB improved by 0.248609

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.091
ELB improved by 0.279183

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.802
ELB improved by 0.288748

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.53
ELB improved by 0.272327

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.282
ELB improved by 0.24823

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.053
ELB improved by 0.22916

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.837
ELB improved by 0.215955

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.63
ELB improved by 0.207018

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.427
ELB improved by 0.202656

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.221
ELB improved by 0.20571

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399
ELB improved by 0.221302

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.746
ELB improved by 0.25439

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.444
ELB improved by 0.301511

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.098
ELB improved by 0.346538

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.728
ELB improved by 0.369589

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.389
ELB improved by 0.339482

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.116
ELB improved by 0.272087

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.879
ELB improved by 0.237205

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.62
ELB improved by 0.258884

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.286
ELB improved by 0.334522

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.825
ELB improved by 0.460875

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.239
ELB improved by 0.585627

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.631
ELB improved by 0.608709

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.055
ELB improved by 0.575952

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.441
ELB improved by 0.613609

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.735
ELB improved by 0.705584

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.061
ELB improved by 0.674262

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.521
ELB improved by 0.539957

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.103
ELB improved by 0.418227

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.803
ELB improved by 0.300407

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.606
ELB improved by 0.196398

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.481
ELB improved by 0.12531

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.398
ELB improved by 0.0828146

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.34
ELB improved by 0.0579059

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.297
ELB improved by 0.0427949

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.264
ELB improved by 0.0331476

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.238
ELB improved by 0.0266628

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.215
ELB improved by 0.0220922

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.197
ELB improved by 0.0187305

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.181
ELB improved by 0.0161633

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.166
ELB improved by 0.0141385

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.154
ELB improved by 0.0124983

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.143
ELB improved by 0.0111406

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.133
ELB improved by 0.00999753

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.884   0.185   3.051 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0900.0040.094
getPIPs0.0760.0120.088
graper0.1190.0200.139
makeExampleData0.0140.0000.014
makeExampleDataWithUnequalGroups0.0280.0000.028
plotELBO0.3000.0120.312
plotGroupPenalties1.1140.0561.170
plotPosterior0.7310.0320.763
predict.graper3.1030.0483.155
print.graper0.0840.0040.087