Multiple platform build/check report for BioC 3.9 - CHECK report for graper on malbec2

Package: graper

Version: 0.99.3

Command: /home/biocbuild/bbs-3.9-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.9-bioc/R/library --no-vignettes --timings graper_0.99.3.tar.gz

StartedAt: 2019-04-09 01:02:18 -0400 (Tue, 09 Apr 2019)

EndedAt: 2019-04-09 01:03:28 -0400 (Tue, 09 Apr 2019)

EllapsedTime: 70.3 seconds

RetCode: 0

Status: OK

CheckDir: graper.Rcheck

Warnings: 0

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###
### Running command:
###
###   /home/biocbuild/bbs-3.9-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.9-bioc/R/library --no-vignettes --timings graper_0.99.3.tar.gz
###
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* using log directory ‘/home/biocbuild/bbs-3.9-bioc/meat/graper.Rcheck’
* using R Under development (unstable) (2019-03-18 r76245)
* using platform: x86_64-pc-linux-gnu (64-bit)
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘0.99.3’
* 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
* 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 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 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 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 ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE

Status: 1 NOTE
See
  ‘/home/biocbuild/bbs-3.9-bioc/meat/graper.Rcheck/00check.log’
for details.

##############################################################################
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###
### Running command:
###
###   /home/biocbuild/bbs-3.9-bioc/R/bin/R CMD INSTALL graper
###
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* installing to library ‘/home/biocbuild/bbs-3.9-bioc/R/library’
* installing *source* package ‘graper’ ...
** using staged installation
** libs
g++ -std=gnu++11 -I"/home/biocbuild/bbs-3.9-bioc/R/include" -DNDEBUG  -I"/home/biocbuild/bbs-3.9-bioc/R/library/Rcpp/include" -I"/home/biocbuild/bbs-3.9-bioc/R/library/RcppArmadillo/include" -I"/home/biocbuild/bbs-3.9-bioc/R/library/BH/include" -I/usr/local/include  -fpic  -g -O2  -Wall -c RcppExports.cpp -o RcppExports.o
g++ -std=gnu++11 -I"/home/biocbuild/bbs-3.9-bioc/R/include" -DNDEBUG  -I"/home/biocbuild/bbs-3.9-bioc/R/library/Rcpp/include" -I"/home/biocbuild/bbs-3.9-bioc/R/library/RcppArmadillo/include" -I"/home/biocbuild/bbs-3.9-bioc/R/library/BH/include" -I/usr/local/include  -fpic  -g -O2  -Wall -c fit_graper.cpp -o fit_graper.o
g++ -std=gnu++11 -shared -L/home/biocbuild/bbs-3.9-bioc/R/lib -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -L/home/biocbuild/bbs-3.9-bioc/R/lib -lRlapack -L/home/biocbuild/bbs-3.9-bioc/R/lib -lRblas -lgfortran -lm -lquadmath -L/home/biocbuild/bbs-3.9-bioc/R/lib -lR
installing to /home/biocbuild/bbs-3.9-bioc/R/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)


R Under development (unstable) (2019-03-18 r76245) -- "Unsuffered Consequences"
Copyright (C) 2019 The R Foundation for Statistical Computing
Platform: x86_64-pc-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=-887.019
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-582.249
ELB improved by 304.77

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-522.528
ELB improved by 59.7211

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-484.964
ELB improved by 37.5643

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-466.766
ELB improved by 18.1982

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.028
ELB improved by 8.73768

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.262
ELB improved by 4.76636

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.916
ELB improved by 3.34603

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.041
ELB improved by 2.87472

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.34
ELB improved by 2.70069

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.731
ELB improved by 2.6091

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.22
ELB improved by 2.51143

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.862
ELB improved by 2.35789

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.753
ELB improved by 2.10861

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.997
ELB improved by 1.75623

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.634
ELB improved by 1.36292

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.624
ELB improved by 1.00997

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.886
ELB improved by 0.738335

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.338
ELB improved by 0.547858

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.918
ELB improved by 0.419876

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.584
ELB improved by 0.334031

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.309
ELB improved by 0.274847

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.077
ELB improved by 0.232278

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.876
ELB improved by 0.200272

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.701
ELB improved by 0.175268

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.546
ELB improved by 0.155145

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.407
ELB improved by 0.138593

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.283
ELB improved by 0.124765

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.17
ELB improved by 0.113083

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.066
ELB improved by 0.103135

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.972
ELB improved by 0.0946134

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.885
ELB improved by 0.0872827

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.804
ELB improved by 0.0809585

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.728
ELB improved by 0.0754932

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.657
ELB improved by 0.0707678

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.591
ELB improved by 0.0666848

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.527
ELB improved by 0.0631641

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.467
ELB improved by 0.0601397

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.41
ELB improved by 0.0575562

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.354
ELB improved by 0.0553679

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.301
ELB improved by 0.0535363

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.249
ELB improved by 0.0520294

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.198
ELB improved by 0.05082

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.148
ELB improved by 0.0498857

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.099
ELB improved by 0.0492076

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.05
ELB improved by 0.0487698

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.002
ELB improved by 0.0485593

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.953
ELB improved by 0.0485653

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.904
ELB improved by 0.0487789

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.855
ELB improved by 0.0491933

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.805
ELB improved by 0.0498028

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.755
ELB improved by 0.0506038

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.703
ELB improved by 0.0515939

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.65
ELB improved by 0.0527723

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.596
ELB improved by 0.0541402

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.54
ELB improved by 0.0557005

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.483
ELB improved by 0.0574585

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.424
ELB improved by 0.059422

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.362
ELB improved by 0.0616021

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.298
ELB improved by 0.0640134

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.231
ELB improved by 0.0666753

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.162
ELB improved by 0.0696127

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.089
ELB improved by 0.0728579

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.012
ELB improved by 0.0764534

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.932
ELB improved by 0.0804569

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.847
ELB improved by 0.084949

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.757
ELB improved by 0.0900474

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.661
ELB improved by 0.0959322

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.558
ELB improved by 0.10289

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.447
ELB improved by 0.111396

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.324
ELB improved by 0.122265

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.188
ELB improved by 0.136931

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.03
ELB improved by 0.157962

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.84
ELB improved by 0.189854

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.6
ELB improved by 0.239521

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.287
ELB improved by 0.313494

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.879
ELB improved by 0.407278

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.38
ELB improved by 0.499741

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.804
ELB improved by 0.575497

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.175
ELB improved by 0.629063

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.527
ELB improved by 0.648211

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.888
ELB improved by 0.639175

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.265
ELB improved by 0.622596

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.666
ELB improved by 0.599405

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.103
ELB improved by 0.562223

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.584
ELB improved by 0.5198

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.103
ELB improved by 0.480254

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.658
ELB improved by 0.445311

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.22
ELB improved by 0.438316

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.731
ELB improved by 0.488887

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.17
ELB improved by 0.561251

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.622
ELB improved by 0.547799

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.177
ELB improved by 0.445153

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.839
ELB improved by 0.337886

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.592
ELB improved by 0.247123

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.422
ELB improved by 0.169343

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.311
ELB improved by 0.110922

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.239
ELB improved by 0.0726834

iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.19
ELB improved by 0.0490062

iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.155
ELB improved by 0.0343722

iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.13
ELB improved by 0.0251525

iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.111
ELB improved by 0.0191892

iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.096
ELB improved by 0.0152184

iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.083
ELB improved by 0.0124931

iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.073
ELB improved by 0.0105641

iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.064
ELB improved by 0.00915608

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-876.86
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-541.499
ELB improved by 335.361

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-490.692
ELB improved by 50.8075

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-467.185
ELB improved by 23.5064

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.604
ELB improved by 9.58158

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.587
ELB improved by 6.01699

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.396
ELB improved by 5.19017

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.285
ELB improved by 5.11101

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.22
ELB improved by 5.06491

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.54
ELB improved by 4.68046

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.631
ELB improved by 3.90937

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.631
ELB improved by 2.99916

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.386
ELB improved by 2.24524

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.663
ELB improved by 1.72336

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.355
ELB improved by 1.30834

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.381
ELB improved by 0.973786

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.636
ELB improved by 0.74455

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.043
ELB improved by 0.592949

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.555
ELB improved by 0.487985

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.142
ELB improved by 0.41323

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.783
ELB improved by 0.359385

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.462
ELB improved by 0.320324

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.17
ELB improved by 0.292141

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.898
ELB improved by 0.27242

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.638
ELB improved by 0.259505

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.386
ELB improved by 0.252073

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.137
ELB improved by 0.248946

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.888
ELB improved by 0.248982

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.637
ELB improved by 0.250927

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.384
ELB improved by 0.253298

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.13
ELB improved by 0.254464

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.877
ELB improved by 0.253039

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.628
ELB improved by 0.248378

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.387
ELB improved by 0.2407

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.157
ELB improved by 0.230754

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.937
ELB improved by 0.219389

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.73
ELB improved by 0.207335

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.535
ELB improved by 0.195162

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.351
ELB improved by 0.183294

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.179
ELB improved by 0.172024

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.018
ELB improved by 0.161531

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.866
ELB improved by 0.151903

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.723
ELB improved by 0.143159

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.588
ELB improved by 0.135274

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.459
ELB improved by 0.128195

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.338
ELB improved by 0.121854

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.221
ELB improved by 0.116178

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.11
ELB improved by 0.111097

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.004
ELB improved by 0.106547

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.901
ELB improved by 0.102471

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.802
ELB improved by 0.0988335

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.707
ELB improved by 0.0956166

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.614
ELB improved by 0.0928367

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.523
ELB improved by 0.0905592

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.434
ELB improved by 0.0889279

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.346
ELB improved by 0.0882196

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.257
ELB improved by 0.0889541

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.165
ELB improved by 0.0921278

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.065
ELB improved by 0.0997448

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.949
ELB improved by 0.116065

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.799
ELB improved by 0.150481

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.576
ELB improved by 0.222757

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.213
ELB improved by 0.362757

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.653
ELB improved by 0.56055

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.987
ELB improved by 0.666288

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.403
ELB improved by 0.583576

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.955
ELB improved by 0.448159

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.615
ELB improved by 0.339872

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.356
ELB improved by 0.259228

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.157
ELB improved by 0.198361

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.005
ELB improved by 0.152579

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.886
ELB improved by 0.118801

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.791
ELB improved by 0.0945799

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.713
ELB improved by 0.0779627

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.646
ELB improved by 0.0675581

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.583
ELB improved by 0.062623

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.52
ELB improved by 0.0631792

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.45
ELB improved by 0.070182

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.364
ELB improved by 0.0855867

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.253
ELB improved by 0.111645

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.104
ELB improved by 0.148492

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.912
ELB improved by 0.191929

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.678
ELB improved by 0.23436

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.424
ELB improved by 0.254047

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.21
ELB improved by 0.214165

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.076
ELB improved by 0.133857

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.006
ELB improved by 0.0700553

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.97
ELB improved by 0.0360164

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.95
ELB improved by 0.0201311

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.937
ELB improved by 0.012752

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.928
ELB improved by 0.00912294

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-889.13
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-600.82
ELB improved by 288.311

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-539.341
ELB improved by 61.4789

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-488.375
ELB improved by 50.9656

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.108
ELB improved by 27.267

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.213
ELB improved by 10.8955

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.598
ELB improved by 5.61515

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.488
ELB improved by 4.10968

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.866
ELB improved by 3.62155

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.256
ELB improved by 3.61005

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.382
ELB improved by 3.87403

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.096
ELB improved by 4.28638

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.445
ELB improved by 4.65088

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.801
ELB improved by 4.64375

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.771
ELB improved by 4.03005

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.769
ELB improved by 3.00221

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.761
ELB improved by 2.00853

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.463
ELB improved by 1.29739

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.604
ELB improved by 0.858781

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.004
ELB improved by 0.60068

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.557
ELB improved by 0.446301

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.208
ELB improved by 0.349139

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.924
ELB improved by 0.284141

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.686
ELB improved by 0.238178

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.482
ELB improved by 0.204208

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.303
ELB improved by 0.178259

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.146
ELB improved by 0.157954

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.004
ELB improved by 0.141793

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.875
ELB improved by 0.12878

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.757
ELB improved by 0.118226

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.647
ELB improved by 0.109639

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.544
ELB improved by 0.102658

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.447
ELB improved by 0.0970101

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.355
ELB improved by 0.0924872

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.266
ELB improved by 0.0889272

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.18
ELB improved by 0.086202

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.096
ELB improved by 0.0842095

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.013
ELB improved by 0.0828667

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.931
ELB improved by 0.0821055

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.849
ELB improved by 0.081869

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.767
ELB improved by 0.0821086

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.684
ELB improved by 0.082782

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.6
ELB improved by 0.0838512

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.515
ELB improved by 0.0852811

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.428
ELB improved by 0.0870385

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.339
ELB improved by 0.0890904

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.247
ELB improved by 0.0914037

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.153
ELB improved by 0.0939434

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.057
ELB improved by 0.0966724

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.957
ELB improved by 0.0995499

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.855
ELB improved by 0.102531

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.749
ELB improved by 0.105565

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.64
ELB improved by 0.108597

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.529
ELB improved by 0.111567

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.414
ELB improved by 0.114414

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.297
ELB improved by 0.117078

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.178
ELB improved by 0.119508

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.056
ELB improved by 0.121669

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.933
ELB improved by 0.123558

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.807
ELB improved by 0.125223

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.681
ELB improved by 0.126788

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.552
ELB improved by 0.12849

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.421
ELB improved by 0.130735

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.287
ELB improved by 0.134174

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.147
ELB improved by 0.139771

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.999
ELB improved by 0.148727

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.837
ELB improved by 0.161819

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.659
ELB improved by 0.177467

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.47
ELB improved by 0.189488

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.28
ELB improved by 0.189983

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.102
ELB improved by 0.178281

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.94
ELB improved by 0.161615

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.794
ELB improved by 0.146355

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.659
ELB improved by 0.134799

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.532
ELB improved by 0.127037

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.41
ELB improved by 0.121849

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.293
ELB improved by 0.116712

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.184
ELB improved by 0.109221

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.084
ELB improved by 0.099951

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.991
ELB improved by 0.0932567

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.896
ELB improved by 0.0952636

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.783
ELB improved by 0.112904

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.63
ELB improved by 0.152933

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.418
ELB improved by 0.211399

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.157
ELB improved by 0.261677

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.872
ELB improved by 0.284514

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.583
ELB improved by 0.288871

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.304
ELB improved by 0.279187

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.055
ELB improved by 0.249136

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.86
ELB improved by 0.195084

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.728
ELB improved by 0.13207

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.645
ELB improved by 0.0829281

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.591
ELB improved by 0.0540443

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.551
ELB improved by 0.0398744

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.516
ELB improved by 0.0347482

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.48
ELB improved by 0.0360536

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.436
ELB improved by 0.0437337

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.377
ELB improved by 0.0594153

iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.292
ELB improved by 0.0847786

iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.174
ELB improved by 0.118013

iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.024
ELB improved by 0.149989

iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.861
ELB improved by 0.163213

iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.719
ELB improved by 0.141908

iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.621
ELB improved by 0.0984719

iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.559
ELB improved by 0.0617634

iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.518
ELB improved by 0.0411737

iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.487
ELB improved by 0.0311655

iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.46
ELB improved by 0.026097

iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.437
ELB improved by 0.0233133

iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.415
ELB improved by 0.0218617

iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.394
ELB improved by 0.021441

iteration 112
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.372
ELB improved by 0.0219764

iteration 113
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.348
ELB improved by 0.0234859

iteration 114
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.322
ELB improved by 0.0260205

iteration 115
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.293
ELB improved by 0.0295835

iteration 116
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.259
ELB improved by 0.0339898

iteration 117
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.22
ELB improved by 0.0387001

iteration 118
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.177
ELB improved by 0.0427852

iteration 119
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.132
ELB improved by 0.0452221

iteration 120
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.087
ELB improved by 0.0454482

iteration 121
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.043
ELB improved by 0.0436899

iteration 122
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.002
ELB improved by 0.040746

iteration 123
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.965
ELB improved by 0.0375102

iteration 124
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.93
ELB improved by 0.0346356

iteration 125
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.898
ELB improved by 0.0324163

iteration 126
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.867
ELB improved by 0.030807

iteration 127
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.837
ELB improved by 0.0295301

iteration 128
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.809
ELB improved by 0.0282286

iteration 129
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.782
ELB improved by 0.0266035

iteration 130
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.758
ELB improved by 0.0244827

iteration 131
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.736
ELB improved by 0.0218361

iteration 132
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.717
ELB improved by 0.0187792

iteration 133
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.702
ELB improved by 0.0155582

iteration 134
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.689
ELB improved by 0.0124816

iteration 135
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.679
ELB improved by 0.00980899

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-865.42
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-587.389
ELB improved by 278.031

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-527.374
ELB improved by 60.0149

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-483.068
ELB improved by 44.3063

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.682
ELB improved by 23.3864

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.738
ELB improved by 9.94331

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.349
ELB improved by 5.38921

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.109
ELB improved by 4.23967

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.155
ELB improved by 3.95404

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.281
ELB improved by 3.87439

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.519
ELB improved by 3.7616

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.998
ELB improved by 3.52129

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.83
ELB improved by 3.16764

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.103
ELB improved by 2.7277

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.903
ELB improved by 2.19984

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.218
ELB improved by 1.68484

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.948
ELB improved by 1.27009

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.984
ELB improved by 0.963917

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.242
ELB improved by 0.742364

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.667
ELB improved by 0.574894

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.225
ELB improved by 0.442017

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.887
ELB improved by 0.337341

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.629
ELB improved by 0.258526

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.427
ELB improved by 0.201911

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.265
ELB improved by 0.162143

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.131
ELB improved by 0.13388

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.018
ELB improved by 0.113093

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.921
ELB improved by 0.0971956

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.836
ELB improved by 0.0846236

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.762
ELB improved by 0.0744239

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.696
ELB improved by 0.0659924

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.637
ELB improved by 0.0589286

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.584
ELB improved by 0.0529549

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.536
ELB improved by 0.0478731

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.492
ELB improved by 0.0435383

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.452
ELB improved by 0.0398446

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.416
ELB improved by 0.0367169

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.382
ELB improved by 0.0341073

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.35
ELB improved by 0.0319952

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.319
ELB improved by 0.0303917

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.29
ELB improved by 0.029349

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.261
ELB improved by 0.0289773

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.231
ELB improved by 0.029472

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.2
ELB improved by 0.031149

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.166
ELB improved by 0.0344758

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.126
ELB improved by 0.0400356

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.078
ELB improved by 0.0482684

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.019
ELB improved by 0.0587335

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.95
ELB improved by 0.0689625

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.876
ELB improved by 0.0742734

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.805
ELB improved by 0.0706467

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.746
ELB improved by 0.0588373

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.702
ELB improved by 0.0439762

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.671
ELB improved by 0.030966

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.649
ELB improved by 0.0217375

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.633
ELB improved by 0.0159397

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.621
ELB improved by 0.012494

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.61
ELB improved by 0.0104493

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.601
ELB improved by 0.00918149

ELB converged
══ testthat results  ═══════════════════════════════════════════════════════════
OK: 24 SKIPPED: 0 FAILED: 0
> 
> proc.time()
   user  system elapsed 
  2.662   0.112   2.796

name	user	system	elapsed
coef.graper	0.063	0.012	0.126
getPIPs	0.053	0.013	0.067
graper	0.103	0.012	0.119
makeExampleData	0.016	0.000	0.016
makeExampleDataWithUnequalGroups	0.019	0.000	0.018
plotELBO	0.311	0.004	0.321
plotGroupPenalties	0.885	0.004	0.905
plotPosterior	0.869	0.008	0.882
predict.graper	2.906	0.020	2.952
print.graper	0.064	0.004	0.070

CHECK report for graper on malbec2

Summary

Command output

Installation output

Tests output

Example timings