Multiple platform build/check report for BioC 3.9 - CHECK report for graper on celaya2

Package: graper

Version: 0.99.3

Command: /Library/Frameworks/R.framework/Versions/Current/Resources/bin/R CMD check --install=check:graper.install-out.txt --library=/Library/Frameworks/R.framework/Versions/Current/Resources/library --no-vignettes --timings graper_0.99.3.tar.gz

StartedAt: 2019-04-09 02:31:15 -0400 (Tue, 09 Apr 2019)

EndedAt: 2019-04-09 02:32:41 -0400 (Tue, 09 Apr 2019)

EllapsedTime: 86.3 seconds

RetCode: 0

Status: OK

CheckDir: graper.Rcheck

Warnings: 0

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###
### Running command:
###
###   /Library/Frameworks/R.framework/Versions/Current/Resources/bin/R CMD check --install=check:graper.install-out.txt --library=/Library/Frameworks/R.framework/Versions/Current/Resources/library --no-vignettes --timings graper_0.99.3.tar.gz
###
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* using log directory ‘/Users/biocbuild/bbs-3.9-bioc/meat/graper.Rcheck’
* using R Under development (unstable) (2019-03-18 r76245)
* using platform: x86_64-apple-darwin15.6.0 (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
  ‘/Users/biocbuild/bbs-3.9-bioc/meat/graper.Rcheck/00check.log’
for details.

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### Running command:
###
###   /Library/Frameworks/R.framework/Versions/Current/Resources/bin/R CMD INSTALL graper
###
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* installing to library ‘/Library/Frameworks/R.framework/Versions/3.6/Resources/library’
* installing *source* package ‘graper’ ...
** using staged installation
** libs
clang++ -std=gnu++11 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I"/Library/Frameworks/R.framework/Versions/3.6/Resources/library/Rcpp/include" -I"/Library/Frameworks/R.framework/Versions/3.6/Resources/library/RcppArmadillo/include" -I"/Library/Frameworks/R.framework/Versions/3.6/Resources/library/BH/include" -I/usr/local/include  -fPIC  -Wall -g -O2  -c RcppExports.cpp -o RcppExports.o
clang++ -std=gnu++11 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I"/Library/Frameworks/R.framework/Versions/3.6/Resources/library/Rcpp/include" -I"/Library/Frameworks/R.framework/Versions/3.6/Resources/library/RcppArmadillo/include" -I"/Library/Frameworks/R.framework/Versions/3.6/Resources/library/BH/include" -I/usr/local/include  -fPIC  -Wall -g -O2  -c fit_graper.cpp -o fit_graper.o
clang++ -std=gnu++11 -dynamiclib -Wl,-headerpad_max_install_names -undefined dynamic_lookup -single_module -multiply_defined suppress -L/Library/Frameworks/R.framework/Resources/lib -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -L/Library/Frameworks/R.framework/Resources/lib -lRlapack -L/Library/Frameworks/R.framework/Resources/lib -lRblas -L/usr/local/gfortran/lib/gcc/x86_64-apple-darwin15/6.1.0 -L/usr/local/gfortran/lib -lgfortran -lquadmath -lm -F/Library/Frameworks/R.framework/.. -framework R -Wl,-framework -Wl,CoreFoundation
installing to /Library/Frameworks/R.framework/Versions/3.6/Resources/library/00LOCK-graper/00new/graper/libs
** R
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
** checking absolute paths in shared objects and dynamic libraries
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (graper)


R Under development (unstable) (2019-03-18 r76245) -- "Unsuffered Consequences"
Copyright (C) 2019 The R Foundation for Statistical Computing
Platform: x86_64-apple-darwin15.6.0 (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=-910.127
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-591.298
ELB improved by 318.829

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-525.579
ELB improved by 65.7193

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-482.214
ELB improved by 43.3653

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-463.126
ELB improved by 19.0873

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.031
ELB improved by 8.0954

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.939
ELB improved by 5.09161

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.885
ELB improved by 4.05424

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.178
ELB improved by 3.70719

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.583
ELB improved by 3.5949

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.056
ELB improved by 3.52643

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.652
ELB improved by 3.40472

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.491
ELB improved by 3.1607

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.7
ELB improved by 2.79148

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.326
ELB improved by 2.37374

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.381
ELB improved by 1.94501

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.894
ELB improved by 1.48687

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.814
ELB improved by 1.08033

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.012
ELB improved by 0.801522

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.372
ELB improved by 0.640365

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.812
ELB improved by 0.559328

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.284
ELB improved by 0.528777

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.752
ELB improved by 0.531916

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.19
ELB improved by 0.561635

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.573
ELB improved by 0.616641

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.877
ELB improved by 0.696413

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.084
ELB improved by 0.793163

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.195
ELB improved by 0.889094

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.224
ELB improved by 0.970883

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.186
ELB improved by 1.03837

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.092
ELB improved by 1.09362

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.956
ELB improved by 1.13628

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.788
ELB improved by 1.16763

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.588
ELB improved by 1.1998

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.305
ELB improved by 1.28283

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.782
ELB improved by 1.52374

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.025
ELB improved by 1.75691

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.46
ELB improved by 1.5649

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.255
ELB improved by 1.20518

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.385
ELB improved by 0.870051

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.787
ELB improved by 0.597676

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.378
ELB improved by 0.409175

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.091
ELB improved by 0.286291

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.891
ELB improved by 0.200222

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.753
ELB improved by 0.137756

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.658
ELB improved by 0.0950848

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.59
ELB improved by 0.0679233

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.539
ELB improved by 0.0510332

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.499
ELB improved by 0.0402527

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.466
ELB improved by 0.0329931

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.438
ELB improved by 0.0278116

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.414
ELB improved by 0.0239235

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.394
ELB improved by 0.0208901

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.375
ELB improved by 0.0184528

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.359
ELB improved by 0.0164503

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.344
ELB improved by 0.0147763

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.33
ELB improved by 0.0133576

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.318
ELB improved by 0.0121421

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.307
ELB improved by 0.0110914

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.297
ELB improved by 0.0101765

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.288
ELB improved by 0.00937504

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-878.127
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-568.338
ELB improved by 309.788

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-509.559
ELB improved by 58.7799

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-476.048
ELB improved by 33.5102

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-462.406
ELB improved by 13.6424

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.771
ELB improved by 6.63482

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.446
ELB improved by 5.32484

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.968
ELB improved by 5.47794

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.839
ELB improved by 6.12904

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.977
ELB improved by 6.86228

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.965
ELB improved by 7.01195

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.063
ELB improved by 5.90236

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.136
ELB improved by 3.92626

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.857
ELB improved by 2.27908

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.496
ELB improved by 1.3612

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.608
ELB improved by 0.888034

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.987
ELB improved by 0.620805

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.519
ELB improved by 0.468802

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.135
ELB improved by 0.383422

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.802
ELB improved by 0.332755

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.503
ELB improved by 0.299896

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.226
ELB improved by 0.276664

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.967
ELB improved by 0.258957

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.722
ELB improved by 0.244562

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.49
ELB improved by 0.232217

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.269
ELB improved by 0.22121

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.058
ELB improved by 0.211188

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.856
ELB improved by 0.202051

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.662
ELB improved by 0.19388

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.475
ELB improved by 0.18687

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.294
ELB improved by 0.181257

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.116
ELB improved by 0.177221

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.942
ELB improved by 0.174773

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.768
ELB improved by 0.173685

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.594
ELB improved by 0.173559

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.42
ELB improved by 0.174052

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.245
ELB improved by 0.175066

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.069
ELB improved by 0.176685

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.89
ELB improved by 0.178858

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.709
ELB improved by 0.18111

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.526
ELB improved by 0.182515

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.344
ELB improved by 0.182031

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.165
ELB improved by 0.179076

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.991
ELB improved by 0.173847

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.824
ELB improved by 0.16704

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.665
ELB improved by 0.159294

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.514
ELB improved by 0.150946

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.372
ELB improved by 0.142119

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.239
ELB improved by 0.132891

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.115
ELB improved by 0.123383

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.002
ELB improved by 0.113767

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.897
ELB improved by 0.104245

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.802
ELB improved by 0.0950141

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.716
ELB improved by 0.086245

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.638
ELB improved by 0.0780678

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.568
ELB improved by 0.070566

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.504
ELB improved by 0.0637792

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.446
ELB improved by 0.057709

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.394
ELB improved by 0.0523277

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.346
ELB improved by 0.0475865

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.303
ELB improved by 0.043423

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.263
ELB improved by 0.0397677

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.226
ELB improved by 0.0365486

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.193
ELB improved by 0.0336953

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.162
ELB improved by 0.0311427

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.133
ELB improved by 0.0288335

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.106
ELB improved by 0.0267205

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.081
ELB improved by 0.0247677

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.058
ELB improved by 0.0229504

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.037
ELB improved by 0.0212536

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.017
ELB improved by 0.0196694

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.999
ELB improved by 0.0181951

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.982
ELB improved by 0.0168298

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.967
ELB improved by 0.0155732

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.952
ELB improved by 0.0144244

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.939
ELB improved by 0.0133814

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.927
ELB improved by 0.012442

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.915
ELB improved by 0.0116033

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.904
ELB improved by 0.010863

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.894
ELB improved by 0.0102196

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.884
ELB improved by 0.00967333

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-846.891
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-570.698
ELB improved by 276.193

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-511.951
ELB improved by 58.7472

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-474.828
ELB improved by 37.1234

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.635
ELB improved by 15.1926

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.896
ELB improved by 5.73865

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.27
ELB improved by 3.62581

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447
ELB improved by 3.27032

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.68
ELB improved by 3.3203

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.115
ELB improved by 3.56452

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.191
ELB improved by 3.92435

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.908
ELB improved by 4.28323

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.518
ELB improved by 4.38926

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.524
ELB improved by 3.99409

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.358
ELB improved by 3.16645

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.12
ELB improved by 2.23778

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.649
ELB improved by 1.47153

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.698
ELB improved by 0.950357

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.063
ELB improved by 0.635663

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.61
ELB improved by 0.452902

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.266
ELB improved by 0.343589

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.992
ELB improved by 0.273625

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.767
ELB improved by 0.225305

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.577
ELB improved by 0.189687

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.415
ELB improved by 0.162169

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.275
ELB improved by 0.140261

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.153
ELB improved by 0.122517

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.044
ELB improved by 0.108014

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.948
ELB improved by 0.0961055

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.862
ELB improved by 0.0862981

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.784
ELB improved by 0.0781995

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.712
ELB improved by 0.071492

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.646
ELB improved by 0.0659195

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.585
ELB improved by 0.0612769

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.528
ELB improved by 0.0574013

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.474
ELB improved by 0.0541642

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.422
ELB improved by 0.0514644

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.373
ELB improved by 0.0492221

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.326
ELB improved by 0.0473742

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.28
ELB improved by 0.0458709

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.235
ELB improved by 0.0446728

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.191
ELB improved by 0.0437493

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.148
ELB improved by 0.0430768

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.106
ELB improved by 0.042638

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.063
ELB improved by 0.0424215

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.021
ELB improved by 0.0424211

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.978
ELB improved by 0.0426366

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.935
ELB improved by 0.0430737

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.891
ELB improved by 0.0437456

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.847
ELB improved by 0.0446743

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.801
ELB improved by 0.0458932

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.753
ELB improved by 0.0474515

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.704
ELB improved by 0.0494203

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.652
ELB improved by 0.0519027

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.597
ELB improved by 0.0550505

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.538
ELB improved by 0.0590909

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.473
ELB improved by 0.0643722

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.402
ELB improved by 0.0714419

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.321
ELB improved by 0.0811776

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.226
ELB improved by 0.0949947

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.111
ELB improved by 0.11511

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.966
ELB improved by 0.144613

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.78
ELB improved by 0.186459

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.54
ELB improved by 0.239922

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.243
ELB improved by 0.296348

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.9
ELB improved by 0.343482

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.523
ELB improved by 0.377353

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.12
ELB improved by 0.402174

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.699
ELB improved by 0.421479

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.263
ELB improved by 0.435667

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.82
ELB improved by 0.443518

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.376
ELB improved by 0.443306

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.943
ELB improved by 0.433372

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.53
ELB improved by 0.412631

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.149
ELB improved by 0.381233

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.808
ELB improved by 0.341281

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.511
ELB improved by 0.296884

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.258
ELB improved by 0.252899

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.045
ELB improved by 0.213142

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.865
ELB improved by 0.179603

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.712
ELB improved by 0.152978

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.579
ELB improved by 0.1336

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.457
ELB improved by 0.121998

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.338
ELB improved by 0.118982

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.213
ELB improved by 0.125139

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.074
ELB improved by 0.139003

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.919
ELB improved by 0.154588

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.755
ELB improved by 0.164468

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.585
ELB improved by 0.169128

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.41
ELB improved by 0.175894

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.223
ELB improved by 0.186657

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.028
ELB improved by 0.194952

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.831
ELB improved by 0.196644

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.634
ELB improved by 0.196876

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.436
ELB improved by 0.198079

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.248
ELB improved by 0.188092

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.09
ELB improved by 0.157971

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.969
ELB improved by 0.121109

iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.875
ELB improved by 0.0941383

iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.794
ELB improved by 0.0813751

iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.713
ELB improved by 0.0806015

iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.625
ELB improved by 0.0880051

iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.528
ELB improved by 0.0974909

iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.426
ELB improved by 0.10124

iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.33
ELB improved by 0.0965752

iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.241
ELB improved by 0.0891535

iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.157
ELB improved by 0.0839509

iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.078
ELB improved by 0.0786857

iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.009
ELB improved by 0.0684703

iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.956
ELB improved by 0.0531657

iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.919
ELB improved by 0.0373574

iteration 112
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.894
ELB improved by 0.0248986

iteration 113
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.877
ELB improved by 0.0165841

iteration 114
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.866
ELB improved by 0.0114858

iteration 115
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.858
ELB improved by 0.0084396

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-882.328
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-576.971
ELB improved by 305.356

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-518.531
ELB improved by 58.4399

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-485.097
ELB improved by 33.4344

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-471.165
ELB improved by 13.9319

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.955
ELB improved by 6.20967

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.889
ELB improved by 4.06672

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.424
ELB improved by 3.46459

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.034
ELB improved by 3.38969

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.48
ELB improved by 3.55456

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.661
ELB improved by 3.81898

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.622
ELB improved by 4.03852

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.602
ELB improved by 4.02024

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.002
ELB improved by 3.6001

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.183
ELB improved by 2.81883

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.228
ELB improved by 1.95547

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.957
ELB improved by 1.27025

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.126
ELB improved by 0.83151

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.545
ELB improved by 0.58089

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.103
ELB improved by 0.441537

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.742
ELB improved by 0.361198

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.431
ELB improved by 0.311355

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.153
ELB improved by 0.27756

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.901
ELB improved by 0.252685

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.667
ELB improved by 0.233281

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.45
ELB improved by 0.217621

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.245
ELB improved by 0.204686

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.051
ELB improved by 0.19373

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.867
ELB improved by 0.184155

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.692
ELB improved by 0.175489

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.524
ELB improved by 0.167382

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.365
ELB improved by 0.159594

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.213
ELB improved by 0.151981

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.068
ELB improved by 0.144468

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.931
ELB improved by 0.13704

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.801
ELB improved by 0.129716

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.679
ELB improved by 0.122543

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.563
ELB improved by 0.115575

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.455
ELB improved by 0.108869

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.352
ELB improved by 0.102477

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.256
ELB improved by 0.0964417

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.165
ELB improved by 0.0907944

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.079
ELB improved by 0.0855558

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.999
ELB improved by 0.080737

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.922
ELB improved by 0.0763417

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.85
ELB improved by 0.0723687

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.781
ELB improved by 0.0688152

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.715
ELB improved by 0.0656798

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.652
ELB improved by 0.0629659

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.592
ELB improved by 0.0606857

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.533
ELB improved by 0.0588647

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.475
ELB improved by 0.0575479

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.418
ELB improved by 0.0568066

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.362
ELB improved by 0.0567472

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.304
ELB improved by 0.0575178

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.245
ELB improved by 0.0593073

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.183
ELB improved by 0.0623217

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.116
ELB improved by 0.0667135

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.043
ELB improved by 0.0724517

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.964
ELB improved by 0.0791782

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.878
ELB improved by 0.0862281

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.785
ELB improved by 0.0930171

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.685
ELB improved by 0.0996727

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.578
ELB improved by 0.107307

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.461
ELB improved by 0.117397

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.33
ELB improved by 0.130416

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.185
ELB improved by 0.144855

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.026
ELB improved by 0.158843

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.852
ELB improved by 0.174634

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.649
ELB improved by 0.202447

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.388
ELB improved by 0.260958

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.027
ELB improved by 0.361165

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.572
ELB improved by 0.455246

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.091
ELB improved by 0.480563

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.619
ELB improved by 0.471973

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.153
ELB improved by 0.466925

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.686
ELB improved by 0.466233

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.222
ELB improved by 0.464584

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.765
ELB improved by 0.457097

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.326
ELB improved by 0.438362

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.922
ELB improved by 0.40383

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.569
ELB improved by 0.353089

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.278
ELB improved by 0.291484

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.05
ELB improved by 0.227851

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.88
ELB improved by 0.170262

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.757
ELB improved by 0.123247

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.669
ELB improved by 0.0876776

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.607
ELB improved by 0.0621547

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.562
ELB improved by 0.0444479

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.53
ELB improved by 0.0323885

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.506
ELB improved by 0.0242293

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.487
ELB improved by 0.0186939

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.472
ELB improved by 0.0149009

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.46
ELB improved by 0.0122599

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.449
ELB improved by 0.0103823

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.44
ELB improved by 0.00901382

ELB converged
══ testthat results  ═══════════════════════════════════════════════════════════
OK: 24 SKIPPED: 0 FAILED: 0
> 
> proc.time()
   user  system elapsed 
  3.223   0.490   3.657

name	user	system	elapsed
coef.graper	0.084	0.031	0.123
getPIPs	0.085	0.027	0.112
graper	0.136	0.043	0.180
makeExampleData	0.018	0.005	0.023
makeExampleDataWithUnequalGroups	0.023	0.005	0.029
plotELBO	0.333	0.040	0.373
plotGroupPenalties	1.184	0.083	1.268
plotPosterior	1.173	0.041	1.214
predict.graper	3.011	0.109	3.120
print.graper	0.079	0.023	0.102

CHECK report for graper on celaya2

Summary

Command output

Installation output

Tests output

Example timings