Multiple platform build/check report for BioC 3.17 - CHECK results for graper on nebbiolo2

Hostname	OS	Arch (*)	R version	Installed pkgs
nebbiolo1	Linux (Ubuntu 22.04.1 LTS)	x86_64	4.3.0 alpha (2023-04-03 r84154)	4547
nebbiolo2	Linux (Ubuntu 20.04.5 LTS)	x86_64	R Under development (unstable) (2023-02-14 r83833) -- "Unsuffered Consequences"	4333
Click on any hostname to see more info about the system (e.g. compilers) () as reported by 'uname -p', except on Windows and Mac OS X*

Package: graper

Version: 1.15.0

Command: /home/biocbuild/bbs-3.17-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.17-bioc/R/site-library --timings graper_1.15.0.tar.gz

StartedAt: 2023-04-12 06:39:26 -0400 (Wed, 12 Apr 2023)

EndedAt: 2023-04-12 06:40:48 -0400 (Wed, 12 Apr 2023)

EllapsedTime: 82.2 seconds

RetCode: 0

Status: OK

CheckDir: graper.Rcheck

Warnings: 0

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###
### Running command:
###
###   /home/biocbuild/bbs-3.17-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.17-bioc/R/site-library --timings graper_1.15.0.tar.gz
###
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* using log directory ‘/home/biocbuild/bbs-3.17-bioc/meat/graper.Rcheck’
* using R Under development (unstable) (2023-02-14 r83833)
* using platform: x86_64-pc-linux-gnu (64-bit)
* R was compiled by
    gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0
    GNU Fortran (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0
* running under: Ubuntu 20.04.6 LTS
* using session charset: UTF-8
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.15.0’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘graper’ can be installed ... OK
* used C++ compiler: ‘g++ (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0’
* checking C++ specification ... NOTE
  Specified C++11: please drop specification unless essential
* checking installed package size ... NOTE
  installed size is  8.9Mb
  sub-directories of 1Mb or more:
    libs   8.7Mb
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking R files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking loading without being on the library search path ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... OK
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... NOTE
Note: information on .o files is not available
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
  Running ‘testthat.R’
 OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes in ‘inst/doc’ ... OK
* checking running R code from vignettes ...
  ‘example_linear.Rmd’ using ‘UTF-8’... OK
  ‘example_logistic.Rmd’ using ‘UTF-8’... OK
 NONE
* checking re-building of vignette outputs ... OK
* checking PDF version of manual ... OK
* DONE

Status: 3 NOTEs
See
  ‘/home/biocbuild/bbs-3.17-bioc/meat/graper.Rcheck/00check.log’
for details.

##############################################################################
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###
### Running command:
###
###   /home/biocbuild/bbs-3.17-bioc/R/bin/R CMD INSTALL graper
###
##############################################################################
##############################################################################


* installing to library ‘/home/biocbuild/bbs-3.17-bioc/R/site-library’
* installing *source* package ‘graper’ ...
** using staged installation
** libs
using C++ compiler: ‘g++ (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0’
using C++11
g++ -std=gnu++11 -I"/home/biocbuild/bbs-3.17-bioc/R/include" -DNDEBUG  -I'/home/biocbuild/bbs-3.17-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.17-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.17-bioc/R/site-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-3.17-bioc/R/include" -DNDEBUG  -I'/home/biocbuild/bbs-3.17-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.17-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include' -I/usr/local/include    -fpic  -g -O2  -Wall -c fit_graper.cpp -o fit_graper.o
In file included from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/mpl/aux_/na_assert.hpp:23,
                 from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/mpl/arg.hpp:25,
                 from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/mpl/placeholders.hpp:24,
                 from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/iterator/iterator_categories.hpp:16,
                 from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/iterator/iterator_facade.hpp:13,
                 from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/range/iterator_range_core.hpp:27,
                 from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/lexical_cast.hpp:30,
                 from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/math/tools/convert_from_string.hpp:15,
                 from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/math/constants/constants.hpp:14,
                 from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/math/special_functions/digamma.hpp:20,
                 from graper_linear_dense_ff.h:2,
                 from fit_graper.cpp:4:
/home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/mpl/assert.hpp:194:21: warning: unnecessary parentheses in declaration of ‘assert_arg’ [-Wparentheses]
  194 | failed ************ (Pred::************
      |                     ^
/home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/mpl/assert.hpp:199:21: warning: unnecessary parentheses in declaration of ‘assert_not_arg’ [-Wparentheses]
  199 | failed ************ (boost::mpl::not_<Pred>::************
      |                     ^
g++ -std=gnu++11 -shared -L/home/biocbuild/bbs-3.17-bioc/R/lib -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -L/home/biocbuild/bbs-3.17-bioc/R/lib -lRlapack -L/home/biocbuild/bbs-3.17-bioc/R/lib -lRblas -lgfortran -lm -lquadmath -L/home/biocbuild/bbs-3.17-bioc/R/lib -lR
installing to /home/biocbuild/bbs-3.17-bioc/R/site-library/00LOCK-graper/00new/graper/libs
** R
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
** checking absolute paths in shared objects and dynamic libraries
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (graper)


R Under development (unstable) (2023-02-14 r83833) -- "Unsuffered Consequences"
Copyright (C) 2023 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=-886.975
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-555.834
ELB improved by 331.142

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-506.338
ELB improved by 49.496

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-481.384
ELB improved by 24.9541

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-471.009
ELB improved by 10.3745

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-465.701
ELB improved by 5.30768

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.523
ELB improved by 4.17809

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.405
ELB improved by 4.11831

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.108
ELB improved by 4.29714

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.775
ELB improved by 4.33304

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.791
ELB improved by 3.98347

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.52
ELB improved by 3.2714

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.058
ELB improved by 2.46236

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.305
ELB improved by 1.75228

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.113
ELB improved by 1.19192

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.305
ELB improved by 0.808409

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.728
ELB improved by 0.576898

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.288
ELB improved by 0.44026

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.932
ELB improved by 0.355332

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.634
ELB improved by 0.298381

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.377
ELB improved by 0.257477

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.15
ELB improved by 0.226602

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.947
ELB improved by 0.202567

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.764
ELB improved by 0.183553

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.595
ELB improved by 0.168461

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.439
ELB improved by 0.156598

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.291
ELB improved by 0.147526

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.15
ELB improved by 0.141001

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.013
ELB improved by 0.136937

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.878
ELB improved by 0.135415

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.741
ELB improved by 0.136716

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.6
ELB improved by 0.141374

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.45
ELB improved by 0.150256

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.285
ELB improved by 0.164558

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.1
ELB improved by 0.18548

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.887
ELB improved by 0.212999

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.643
ELB improved by 0.243671

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.373
ELB improved by 0.270239

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.086
ELB improved by 0.287002

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.79
ELB improved by 0.295167

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.491
ELB improved by 0.299525

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.187
ELB improved by 0.303499

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.879
ELB improved by 0.308744

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.563
ELB improved by 0.316052

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.237
ELB improved by 0.325632

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.9
ELB improved by 0.337132

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.55
ELB improved by 0.349679

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.188
ELB improved by 0.362008

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.816
ELB improved by 0.372641

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.435
ELB improved by 0.380132

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.052
ELB improved by 0.383317

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.671
ELB improved by 0.381544

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.296
ELB improved by 0.3748

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.932
ELB improved by 0.363704

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.583
ELB improved by 0.349407

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.249
ELB improved by 0.333475

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.931
ELB improved by 0.317858

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.626
ELB improved by 0.305105

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.327
ELB improved by 0.298943

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.023
ELB improved by 0.304661

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.697
ELB improved by 0.325548

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.347
ELB improved by 0.350223

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.997
ELB improved by 0.349568

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.685
ELB improved by 0.312217

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.425
ELB improved by 0.260011

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.21
ELB improved by 0.215451

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.025
ELB improved by 0.184304

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.864
ELB improved by 0.161645

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.723
ELB improved by 0.140561

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.605
ELB improved by 0.117889

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.51
ELB improved by 0.0951455

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.435
ELB improved by 0.0750455

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.376
ELB improved by 0.0588599

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.33
ELB improved by 0.0464365

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.293
ELB improved by 0.0370552

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.263
ELB improved by 0.0299651

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.238
ELB improved by 0.0245607

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.218
ELB improved by 0.0203942

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.201
ELB improved by 0.0171425

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.186
ELB improved by 0.0145739

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.173
ELB improved by 0.0125216

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.163
ELB improved by 0.0108643

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.153
ELB improved by 0.00951296

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-872.19
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-584.54
ELB improved by 287.65

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-525.409
ELB improved by 59.1308

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-488.294
ELB improved by 37.1152

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-471.95
ELB improved by 16.3439

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.543
ELB improved by 7.40707

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.693
ELB improved by 4.8499

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.355
ELB improved by 4.33815

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.836
ELB improved by 4.51911

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.982
ELB improved by 4.85376

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.078
ELB improved by 4.9043

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.861
ELB improved by 4.21685

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.931
ELB improved by 2.93022

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.161
ELB improved by 1.76963

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.093
ELB improved by 1.06837

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.38
ELB improved by 0.713068

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.844
ELB improved by 0.536112

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.4
ELB improved by 0.443077

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.009
ELB improved by 0.39106

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.648
ELB improved by 0.360962

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.305
ELB improved by 0.34387

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.969
ELB improved by 0.335292

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.637
ELB improved by 0.33272

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.302
ELB improved by 0.33458

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.962
ELB improved by 0.339819

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.614
ELB improved by 0.347825

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.256
ELB improved by 0.358472

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.884
ELB improved by 0.372091

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.494
ELB improved by 0.389298

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.084
ELB improved by 0.410775

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.647
ELB improved by 0.437064

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.178
ELB improved by 0.468384

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.674
ELB improved by 0.504372

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.13
ELB improved by 0.543765

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.546
ELB improved by 0.584108

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.924
ELB improved by 0.621691

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.272
ELB improved by 0.651988

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.602
ELB improved by 0.670641

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.927
ELB improved by 0.674701

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.263
ELB improved by 0.663606

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.623
ELB improved by 0.640142

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.011
ELB improved by 0.611965

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.423
ELB improved by 0.588256

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.864
ELB improved by 0.558842

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.368
ELB improved by 0.495777

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.949
ELB improved by 0.419625

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.571
ELB improved by 0.37807

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.194
ELB improved by 0.377098

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.82
ELB improved by 0.373936

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.502
ELB improved by 0.317206

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.278
ELB improved by 0.224222

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.13
ELB improved by 0.148466

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.027
ELB improved by 0.103071

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.949
ELB improved by 0.0771956

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.888
ELB improved by 0.0613249

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.838
ELB improved by 0.0506092

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.795
ELB improved by 0.0428176

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.758
ELB improved by 0.0368717

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.726
ELB improved by 0.0321876

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.697
ELB improved by 0.0284104

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.672
ELB improved by 0.0253058

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.649
ELB improved by 0.0227116

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.629
ELB improved by 0.0205123

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.61
ELB improved by 0.0186244

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.593
ELB improved by 0.0169868

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.578
ELB improved by 0.0155538

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.563
ELB improved by 0.0142907

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.55
ELB improved by 0.0131708

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.538
ELB improved by 0.012173

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.527
ELB improved by 0.0112803

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.516
ELB improved by 0.0104791

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.506
ELB improved by 0.00975771

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-844.689
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-583.633
ELB improved by 261.056

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-523.68
ELB improved by 59.9531

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-481.455
ELB improved by 42.2253

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.695
ELB improved by 20.7599

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.016
ELB improved by 8.67861

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.196
ELB improved by 4.8207

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.084
ELB improved by 4.11132

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.826
ELB improved by 4.25853

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.114
ELB improved by 4.71184

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.909
ELB improved by 5.20452

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.475
ELB improved by 5.43449

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.339
ELB improved by 5.13544

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.193
ELB improved by 4.14615

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.228
ELB improved by 2.96508

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.121
ELB improved by 2.10675

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.652
ELB improved by 1.46931

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.65
ELB improved by 1.00214

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.927
ELB improved by 0.72278

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.358
ELB improved by 0.568886

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.875
ELB improved by 0.482891

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.441
ELB improved by 0.43407

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.034
ELB improved by 0.407538

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.638
ELB improved by 0.395905

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.243
ELB improved by 0.395273

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.839
ELB improved by 0.403458

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.42
ELB improved by 0.419148

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.979
ELB improved by 0.441468

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.509
ELB improved by 0.469785

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.005
ELB improved by 0.503733

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.462
ELB improved by 0.543428

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.872
ELB improved by 0.589834

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.227
ELB improved by 0.645129

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.514
ELB improved by 0.712934

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.716
ELB improved by 0.797897

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.814
ELB improved by 0.901876

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.805
ELB improved by 1.00938

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.729
ELB improved by 1.07591

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.645
ELB improved by 1.08387

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.567
ELB improved by 1.07754

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.519
ELB improved by 1.04788

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.612
ELB improved by 0.907287

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.929
ELB improved by 0.683018

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.447
ELB improved by 0.481995

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.11
ELB improved by 0.337471

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.869
ELB improved by 0.240469

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.692
ELB improved by 0.176787

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.557
ELB improved by 0.135232

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.449
ELB improved by 0.108139

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.359
ELB improved by 0.0904578

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.28
ELB improved by 0.0787818

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.209
ELB improved by 0.0706345

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.145
ELB improved by 0.064114

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.087
ELB improved by 0.0579104

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.036
ELB improved by 0.0514934

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.991
ELB improved by 0.0450655

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.951
ELB improved by 0.0391368

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.917
ELB improved by 0.034069

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.887
ELB improved by 0.0299204

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.861
ELB improved by 0.0265481

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.837
ELB improved by 0.0237553

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.816
ELB improved by 0.0213758

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.796
ELB improved by 0.0192962

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.779
ELB improved by 0.0174477

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.763
ELB improved by 0.0157914

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.749
ELB improved by 0.0143046

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.736
ELB improved by 0.012973

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.724
ELB improved by 0.0117852

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.713
ELB improved by 0.0107304

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.704
ELB improved by 0.00979718

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-860.53
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-571.547
ELB improved by 288.983

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-510.894
ELB improved by 60.6527

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-468.244
ELB improved by 42.6504

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.207
ELB improved by 22.0367

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.624
ELB improved by 9.5827

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.101
ELB improved by 5.52348

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.666
ELB improved by 4.43507

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.435
ELB improved by 4.23133

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.059
ELB improved by 4.37538

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.573
ELB improved by 4.4862

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.342
ELB improved by 4.2313

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.83
ELB improved by 3.51145

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.257
ELB improved by 2.57348

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.5
ELB improved by 1.75635

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.306
ELB improved by 1.19429

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.465
ELB improved by 0.841404

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.845
ELB improved by 0.619225

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.371
ELB improved by 0.47469

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.994
ELB improved by 0.377225

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.684
ELB improved by 0.309105

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.425
ELB improved by 0.25986

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.201
ELB improved by 0.223185

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.006
ELB improved by 0.195162

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.833
ELB improved by 0.173265

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.677
ELB improved by 0.155808

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.536
ELB improved by 0.141632

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.406
ELB improved by 0.129927

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.285
ELB improved by 0.120115

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.174
ELB improved by 0.111775

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.069
ELB improved by 0.104599

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.971
ELB improved by 0.0983548

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.878
ELB improved by 0.0928634

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.79
ELB improved by 0.0879862

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.706
ELB improved by 0.0836128

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.627
ELB improved by 0.0796542

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.551
ELB improved by 0.0760383

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.478
ELB improved by 0.0727057

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.408
ELB improved by 0.0696077

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.342
ELB improved by 0.0667043

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.278
ELB improved by 0.063963

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.216
ELB improved by 0.0613577

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.157
ELB improved by 0.0588678

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.101
ELB improved by 0.0564781

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.047
ELB improved by 0.0541773

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.995
ELB improved by 0.0519586

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.945
ELB improved by 0.0498186

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.897
ELB improved by 0.0477571

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.851
ELB improved by 0.0457768

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.808
ELB improved by 0.0438832

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.765
ELB improved by 0.0420839

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.725
ELB improved by 0.0403888

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.686
ELB improved by 0.0388099

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.649
ELB improved by 0.0373608

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.613
ELB improved by 0.036057

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.578
ELB improved by 0.0349151

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.544
ELB improved by 0.0339528

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.511
ELB improved by 0.0331878

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.478
ELB improved by 0.0326369

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.446
ELB improved by 0.0323143

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.414
ELB improved by 0.0322304

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.381
ELB improved by 0.0323902

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.348
ELB improved by 0.0327932

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.315
ELB improved by 0.033435

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.281
ELB improved by 0.0343113

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.245
ELB improved by 0.0354245

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.208
ELB improved by 0.0367906

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.17
ELB improved by 0.0384459

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.13
ELB improved by 0.0404508

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.087
ELB improved by 0.0428864

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.041
ELB improved by 0.0458401

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.991
ELB improved by 0.0493682

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.938
ELB improved by 0.053426

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.88
ELB improved by 0.0577773

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.818
ELB improved by 0.0619532

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.753
ELB improved by 0.0653797

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.685
ELB improved by 0.0676997

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.616
ELB improved by 0.0690414

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.546
ELB improved by 0.0699249

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.475
ELB improved by 0.0708845

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.403
ELB improved by 0.0721863

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.329
ELB improved by 0.0738129

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.254
ELB improved by 0.0755898

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.176
ELB improved by 0.0773011

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.098
ELB improved by 0.0787461

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.018
ELB improved by 0.0797563

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.938
ELB improved by 0.0801969

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.858
ELB improved by 0.0799672

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.779
ELB improved by 0.0790031

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.702
ELB improved by 0.0772801

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.627
ELB improved by 0.0748158

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.555
ELB improved by 0.0716686

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.487
ELB improved by 0.0679332

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.423
ELB improved by 0.0637315

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.364
ELB improved by 0.0592015

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.31
ELB improved by 0.0544855

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.26
ELB improved by 0.0497185

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.215
ELB improved by 0.0450199

iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.174
ELB improved by 0.040488

iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.138
ELB improved by 0.0361974

iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.106
ELB improved by 0.0321995

iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.078
ELB improved by 0.0285244

iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.052
ELB improved by 0.025185

iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.03
ELB improved by 0.02218

iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.011
ELB improved by 0.0194981

iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.994
ELB improved by 0.0171208

iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.979
ELB improved by 0.0150257

iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.965
ELB improved by 0.013188

iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.954
ELB improved by 0.0115823

iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.944
ELB improved by 0.0101838

iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.935
ELB improved by 0.00896872

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.029   0.118   2.133

name	user	system	elapsed
coef.graper	0.045	0.008	0.053
getPIPs	0.048	0.000	0.048
graper	0.080	0.008	0.087
makeExampleData	0.028	0.008	0.035
makeExampleDataWithUnequalGroups	0.012	0.000	0.012
plotELBO	0.219	0.000	0.219
plotGroupPenalties	0.859	0.035	0.895
plotPosterior	0.485	0.004	0.489
predict.graper	2.051	0.031	2.083
print.graper	0.042	0.007	0.050

CHECK results for graper on nebbiolo2

Summary

Command output

Installation output

Tests output

Example timings