Build/check report for BioC 3.17 - CHECK results for graper on kunpeng1

Hostname	OS	Arch (*)	R version	Installed pkgs
kunpeng1	Linux (Ubuntu 22.04.1 LTS)	aarch64	R Under development (unstable) (2023-01-14 r83615) -- "Unsuffered Consequences"	4164
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/library --timings graper_1.15.0.tar.gz

StartedAt: 2023-02-07 03:42:20 -0000 (Tue, 07 Feb 2023)

EndedAt: 2023-02-07 03:44:09 -0000 (Tue, 07 Feb 2023)

EllapsedTime: 109.1 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/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) (2023-01-14 r83615)
* using platform: aarch64-unknown-linux-gnu (64-bit)
* R was compiled by
    gcc (Ubuntu 11.3.0-1ubuntu1~22.04) 11.3.0
    GNU Fortran (Ubuntu 11.3.0-1ubuntu1~22.04) 11.3.0
* running under: Ubuntu 22.04.1 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 11.3.0-1ubuntu1~22.04) 11.3.0’
* checking installed package size ... NOTE
  installed size is  6.1Mb
  sub-directories of 1Mb or more:
    libs   6.0Mb
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking R files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking 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: 2 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/library’
* installing *source* package ‘graper’ ...
** using staged installation
** libs
using C++ compiler: ‘g++ (Ubuntu 11.3.0-1ubuntu1~22.04) 11.3.0’
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/library/Rcpp/include' -I'/home/biocbuild/bbs-3.17-bioc/R/library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.17-bioc/R/library/BH/include' -I/usr/local/include    -fPIC  -g -O2  -Wall -c RcppExports.cpp -o RcppExports.o
g++ -std=gnu++11 -I"/home/biocbuild/bbs-3.17-bioc/R/include" -DNDEBUG  -I'/home/biocbuild/bbs-3.17-bioc/R/library/Rcpp/include' -I'/home/biocbuild/bbs-3.17-bioc/R/library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.17-bioc/R/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/library/BH/include/boost/mpl/aux_/na_assert.hpp:23,
                 from /home/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/mpl/arg.hpp:25,
                 from /home/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/mpl/placeholders.hpp:24,
                 from /home/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/iterator/iterator_categories.hpp:16,
                 from /home/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/iterator/iterator_facade.hpp:13,
                 from /home/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/range/iterator_range_core.hpp:27,
                 from /home/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/lexical_cast.hpp:30,
                 from /home/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/math/tools/convert_from_string.hpp:15,
                 from /home/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/math/constants/constants.hpp:14,
                 from /home/biocbuild/bbs-3.17-bioc/R/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/library/BH/include/boost/mpl/assert.hpp:194:21: warning: unnecessary parentheses in declaration of ‘assert_arg’ [-Wparentheses]
  194 | failed ************ (Pred::************
      |                     ^~~~~~~~~~~~~~~~~~~
  195 |       assert_arg( void (*)(Pred), typename assert_arg_pred<Pred>::type )
      |       ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  196 |     );
      |     ~                
/home/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/mpl/assert.hpp:194:21: note: remove parentheses
  194 | failed ************ (Pred::************
      |                     ^~~~~~~~~~~~~~~~~~~
      |                     -
  195 |       assert_arg( void (*)(Pred), typename assert_arg_pred<Pred>::type )
      |       ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  196 |     );
      |     ~                
      |     -
/home/biocbuild/bbs-3.17-bioc/R/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>::************
      |                     ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  200 |       assert_not_arg( void (*)(Pred), typename assert_arg_pred_not<Pred>::type )
      |       ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  201 |     );
      |     ~                
/home/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/mpl/assert.hpp:199:21: note: remove parentheses
  199 | failed ************ (boost::mpl::not_<Pred>::************
      |                     ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
      |                     -
  200 |       assert_not_arg( void (*)(Pred), typename assert_arg_pred_not<Pred>::type )
      |       ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  201 |     );
      |     ~                
      |     -
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 -llapack -L/home/biocbuild/bbs-3.17-bioc/R/lib -lRblas -lgfortran -lm -L/home/biocbuild/bbs-3.17-bioc/R/lib -lR
installing to /home/biocbuild/bbs-3.17-bioc/R/library/00LOCK-graper/00new/graper/libs
** R
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
** checking absolute paths in shared objects and dynamic libraries
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (graper)


R Under development (unstable) (2023-01-14 r83615) -- "Unsuffered Consequences"
Copyright (C) 2023 The R Foundation for Statistical Computing
Platform: aarch64-unknown-linux-gnu (64-bit)

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

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

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

> library(testthat)
> library(graper)
> 
> test_check("graper")
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-848.269
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-583.068
ELB improved by 265.2

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-517.648
ELB improved by 65.4203

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-475.699
ELB improved by 41.9487

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.415
ELB improved by 18.2843

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.141
ELB improved by 7.27339

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.952
ELB improved by 4.18966

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.699
ELB improved by 3.25274

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.849
ELB improved by 2.84998

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.265
ELB improved by 2.58368

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.91
ELB improved by 2.35508

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.779
ELB improved by 2.13166

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.884
ELB improved by 1.89503

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.248
ELB improved by 1.63537

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.891
ELB improved by 1.35744

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.807
ELB improved by 1.08365

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.964
ELB improved by 0.843041

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.311
ELB improved by 0.653283

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.796
ELB improved by 0.5144

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.381
ELB improved by 0.4156

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.037
ELB improved by 0.344033

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.747
ELB improved by 0.289517

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.502
ELB improved by 0.245616

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.293
ELB improved by 0.20889

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.115
ELB improved by 0.17772

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.964
ELB improved by 0.151372

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.834
ELB improved by 0.129387

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.723
ELB improved by 0.111294

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.627
ELB improved by 0.09655

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.542
ELB improved by 0.0846054

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.467
ELB improved by 0.0749651

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.4
ELB improved by 0.0672148

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.339
ELB improved by 0.0610145

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.283
ELB improved by 0.0560801

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.23
ELB improved by 0.0521708

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.181
ELB improved by 0.0490816

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.135
ELB improved by 0.0466408

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.09
ELB improved by 0.0447083

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.047
ELB improved by 0.0431725

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.005
ELB improved by 0.0419464

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.964
ELB improved by 0.0409633

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.924
ELB improved by 0.0401722

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.884
ELB improved by 0.0395337

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.845
ELB improved by 0.039017

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.807
ELB improved by 0.0385971

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.768
ELB improved by 0.0382534

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.73
ELB improved by 0.0379679

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.693
ELB improved by 0.0377247

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.655
ELB improved by 0.0375091

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.618
ELB improved by 0.0373075

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.581
ELB improved by 0.0371073

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.544
ELB improved by 0.0368967

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.507
ELB improved by 0.0366651

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.471
ELB improved by 0.0364031

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.435
ELB improved by 0.0361027

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.399
ELB improved by 0.0357576

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.364
ELB improved by 0.0353632

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.329
ELB improved by 0.0349166

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.294
ELB improved by 0.0344169

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.26
ELB improved by 0.0338645

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.227
ELB improved by 0.0332609

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.194
ELB improved by 0.0326087

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.163
ELB improved by 0.0319104

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.131
ELB improved by 0.0311685

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.101
ELB improved by 0.0303848

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.071
ELB improved by 0.0295604

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.043
ELB improved by 0.0286956

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.015
ELB improved by 0.0277901

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.988
ELB improved by 0.0268439

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.962
ELB improved by 0.0258581

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.937
ELB improved by 0.0248349

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.914
ELB improved by 0.023779

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.891
ELB improved by 0.0226975

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.869
ELB improved by 0.0215994

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.849
ELB improved by 0.0204955

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.829
ELB improved by 0.0193973

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.811
ELB improved by 0.0183162

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.794
ELB improved by 0.0172629

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.778
ELB improved by 0.0162464

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.762
ELB improved by 0.0152741

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.748
ELB improved by 0.0143512

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.735
ELB improved by 0.0134811

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.722
ELB improved by 0.0126655

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.71
ELB improved by 0.0119045

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.699
ELB improved by 0.0111973

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.688
ELB improved by 0.0105418

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.678
ELB improved by 0.00993546

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-906.019
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-563.884
ELB improved by 342.135

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-505.627
ELB improved by 58.2571

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-473.356
ELB improved by 32.271

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.842
ELB improved by 13.5144

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.655
ELB improved by 6.18668

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.481
ELB improved by 4.17435

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.06
ELB improved by 3.42064

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.955
ELB improved by 3.10521

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.01
ELB improved by 2.94483

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.207
ELB improved by 2.80262

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.596
ELB improved by 2.61139

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.262
ELB improved by 2.33425

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.292
ELB improved by 1.96982

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.732
ELB improved by 1.56029

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.563
ELB improved by 1.16886

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.721
ELB improved by 0.842115

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.125
ELB improved by 0.595264

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.704
ELB improved by 0.421975

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.397
ELB improved by 0.306612

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.165
ELB improved by 0.231765

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.982
ELB improved by 0.182949

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.832
ELB improved by 0.150171

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.705
ELB improved by 0.127239

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.594
ELB improved by 0.110487

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.497
ELB improved by 0.0977633

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.409
ELB improved by 0.0877823

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.329
ELB improved by 0.0797558

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.256
ELB improved by 0.0731808

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.188
ELB improved by 0.0677233

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.125
ELB improved by 0.0631526

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.066
ELB improved by 0.0593035

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.01
ELB improved by 0.0560542

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.956
ELB improved by 0.0533129

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.905
ELB improved by 0.0510089

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.856
ELB improved by 0.0490873

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.809
ELB improved by 0.0475053

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.762
ELB improved by 0.0462293

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.717
ELB improved by 0.0452331

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.673
ELB improved by 0.0444967

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.629
ELB improved by 0.0440052

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.585
ELB improved by 0.0437481

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.541
ELB improved by 0.043719

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.497
ELB improved by 0.0439151

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.453
ELB improved by 0.0443369

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.408
ELB improved by 0.0449885

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.362
ELB improved by 0.0458778

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.315
ELB improved by 0.0470162

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.267
ELB improved by 0.0484193

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.217
ELB improved by 0.0501075

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.164
ELB improved by 0.0521065

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.11
ELB improved by 0.0544483

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.053
ELB improved by 0.0571723

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.993
ELB improved by 0.0603268

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.929
ELB improved by 0.0639709

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.86
ELB improved by 0.0681769

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.787
ELB improved by 0.0730337

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.709
ELB improved by 0.0786514

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.624
ELB improved by 0.0851673

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.531
ELB improved by 0.0927566

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.429
ELB improved by 0.101648

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.317
ELB improved by 0.112151

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.192
ELB improved by 0.124707

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.052
ELB improved by 0.13998

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.893
ELB improved by 0.159037

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.71
ELB improved by 0.18367

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.493
ELB improved by 0.216964

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.229
ELB improved by 0.263995

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.897
ELB improved by 0.331555

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.473
ELB improved by 0.423563

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.941
ELB improved by 0.532181

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.296
ELB improved by 0.644966

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.522
ELB improved by 0.77482

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.553
ELB improved by 0.968319

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.248
ELB improved by 1.30542

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.371
ELB improved by 1.87707

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.932
ELB improved by 2.43876

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.528
ELB improved by 2.40438

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.582
ELB improved by 1.94543

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.172
ELB improved by 1.41037

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.232
ELB improved by 0.939532

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.641
ELB improved by 0.590768

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.271
ELB improved by 0.37054

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.025
ELB improved by 0.245535

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.848
ELB improved by 0.177072

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.711
ELB improved by 0.137732

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.599
ELB improved by 0.111377

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.509
ELB improved by 0.0901904

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.437
ELB improved by 0.0721355

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.379
ELB improved by 0.0577548

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.332
ELB improved by 0.0474265

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.291
ELB improved by 0.0406282

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.255
ELB improved by 0.0364319

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.221
ELB improved by 0.0339696

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.188
ELB improved by 0.0325418

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.157
ELB improved by 0.031543

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.126
ELB improved by 0.0303959

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.098
ELB improved by 0.0286078

iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.072
ELB improved by 0.0259427

iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.049
ELB improved by 0.0225567

iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.03
ELB improved by 0.0189168

iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.015
ELB improved by 0.0155334

iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.002
ELB improved by 0.0127273

iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.991
ELB improved by 0.010578

iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.982
ELB improved by 0.00900578

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-868.303
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-589.509
ELB improved by 278.794

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-531.609
ELB improved by 57.9006

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-490.846
ELB improved by 40.7623

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-470.463
ELB improved by 20.3834

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.786
ELB improved by 8.67679

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.444
ELB improved by 5.34272

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.583
ELB improved by 4.86065

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.658
ELB improved by 4.92503

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.714
ELB improved by 4.94348

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.131
ELB improved by 4.58342

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.312
ELB improved by 3.81864

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.391
ELB improved by 2.92112

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.248
ELB improved by 2.14373

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.685
ELB improved by 1.56278

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.526
ELB improved by 1.15824

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.639
ELB improved by 0.887408

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.93
ELB improved by 0.709322

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.334
ELB improved by 0.59534

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.806
ELB improved by 0.528072

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.314
ELB improved by 0.492049

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.84
ELB improved by 0.473843

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.372
ELB improved by 0.468658

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.892
ELB improved by 0.480089

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.38
ELB improved by 0.511973

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.816
ELB improved by 0.56332

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.189
ELB improved by 0.627799

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.49
ELB improved by 0.698905

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.709
ELB improved by 0.780872

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.818
ELB improved by 0.891227

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.761
ELB improved by 1.05692

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.441
ELB improved by 1.31922

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.718
ELB improved by 1.72344

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.522
ELB improved by 2.19557

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.036
ELB improved by 2.48655

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.43
ELB improved by 2.60563

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.753
ELB improved by 2.6772

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.205
ELB improved by 2.54797

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.263
ELB improved by 1.94253

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.037
ELB improved by 1.22532

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.294
ELB improved by 0.743096

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.819
ELB improved by 0.47521

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.484
ELB improved by 0.33457

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.224
ELB improved by 0.260373

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.009
ELB improved by 0.214807

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.834
ELB improved by 0.174965

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.7
ELB improved by 0.134651

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.601
ELB improved by 0.0990001

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.528
ELB improved by 0.0723784

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.474
ELB improved by 0.0544523

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.431
ELB improved by 0.0427097

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.396
ELB improved by 0.0348007

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.367
ELB improved by 0.0291914

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.342
ELB improved by 0.0250049

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.32
ELB improved by 0.0217513

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.301
ELB improved by 0.0191466

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.284
ELB improved by 0.0170155

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.269
ELB improved by 0.015243

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.255
ELB improved by 0.0137495

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.243
ELB improved by 0.0124778

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.231
ELB improved by 0.0113857

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.221
ELB improved by 0.0104409

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.211
ELB improved by 0.00961835

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-881.301
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-574.657
ELB improved by 306.643

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-516.911
ELB improved by 57.7464

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-478.974
ELB improved by 37.9364

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.909
ELB improved by 17.0659

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.198
ELB improved by 7.71013

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.489
ELB improved by 5.70978

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.936
ELB improved by 5.55277

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.926
ELB improved by 6.00947

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.534
ELB improved by 6.3927

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.414
ELB improved by 6.11926

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.361
ELB improved by 5.05306

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.646
ELB improved by 3.71528

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.997
ELB improved by 2.64929

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.967
ELB improved by 2.02962

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.074
ELB improved by 1.8931

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.008
ELB improved by 2.06604

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.126
ELB improved by 1.88205

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.641
ELB improved by 1.48464

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.388
ELB improved by 1.25379

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.233
ELB improved by 1.15439

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.076
ELB improved by 1.1571

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.877
ELB improved by 1.1992

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.652
ELB improved by 1.22518

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.37
ELB improved by 1.28136

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.963
ELB improved by 1.40714

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.364
ELB improved by 1.59942

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.53
ELB improved by 1.83422

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.467
ELB improved by 2.06219

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.262
ELB improved by 2.20503

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.076
ELB improved by 2.18652

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.087
ELB improved by 1.98876

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.424
ELB improved by 1.66296

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.137
ELB improved by 1.28749

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.192
ELB improved by 0.944675

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.507
ELB improved by 0.685443

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.997
ELB improved by 0.509732

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.602
ELB improved by 0.394311

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.285
ELB improved by 0.317258

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.021
ELB improved by 0.264115

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.795
ELB improved by 0.226263

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.596
ELB improved by 0.198561

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.418
ELB improved by 0.177838

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.256
ELB improved by 0.162064

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.106
ELB improved by 0.149895

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.966
ELB improved by 0.140413

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.833
ELB improved by 0.13297

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.706
ELB improved by 0.127093

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.584
ELB improved by 0.122421

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.465
ELB improved by 0.118662

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.349
ELB improved by 0.115573

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.236
ELB improved by 0.112942

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.126
ELB improved by 0.110585

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.017
ELB improved by 0.108342

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.911
ELB improved by 0.106076

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.808
ELB improved by 0.103681

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.707
ELB improved by 0.101082

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.608
ELB improved by 0.0982332

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.513
ELB improved by 0.095121

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.422
ELB improved by 0.0917583

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.333
ELB improved by 0.0881797

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.249
ELB improved by 0.0844344

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.168
ELB improved by 0.0805792

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.092
ELB improved by 0.0766713

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.019
ELB improved by 0.0727634

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.95
ELB improved by 0.0689001

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.885
ELB improved by 0.0651168

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.823
ELB improved by 0.0614393

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.766
ELB improved by 0.0578861

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.711
ELB improved by 0.0544701

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.66
ELB improved by 0.0512007

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.612
ELB improved by 0.0480857

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.567
ELB improved by 0.0451322

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.524
ELB improved by 0.0423471

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.485
ELB improved by 0.0397371

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.447
ELB improved by 0.0373076

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.412
ELB improved by 0.0350628

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.379
ELB improved by 0.0330042

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.348
ELB improved by 0.0311306

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.319
ELB improved by 0.0294375

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.291
ELB improved by 0.027917

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.264
ELB improved by 0.0265579

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.239
ELB improved by 0.0253459

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.215
ELB improved by 0.0242641

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.191
ELB improved by 0.0232939

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.169
ELB improved by 0.0224161

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.147
ELB improved by 0.0216117

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.126
ELB improved by 0.0208639

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.106
ELB improved by 0.020159

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.087
ELB improved by 0.0194874

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.068
ELB improved by 0.0188445

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.05
ELB improved by 0.0182304

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.032
ELB improved by 0.0176496

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.015
ELB improved by 0.0171103

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.998
ELB improved by 0.0166233

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.982
ELB improved by 0.0162009

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.966
ELB improved by 0.0158557

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.951
ELB improved by 0.015599

iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.935
ELB improved by 0.0154379

iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.92
ELB improved by 0.0153714

iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.904
ELB improved by 0.0153846

iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.889
ELB improved by 0.0154412

iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.873
ELB improved by 0.0154776

iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.858
ELB improved by 0.0154035

iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.843
ELB improved by 0.0151153

iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.828
ELB improved by 0.0145266

iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.815
ELB improved by 0.013605

iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.802
ELB improved by 0.0123961

iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.791
ELB improved by 0.011013

iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.782
ELB improved by 0.00959542

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.810   0.189   2.991

name	user	system	elapsed
coef.graper	0.088	0.004	0.092
getPIPs	0.078	0.008	0.086
graper	0.118	0.016	0.136
makeExampleData	0.013	0.000	0.013
makeExampleDataWithUnequalGroups	0.012	0.004	0.016
plotELBO	0.277	0.016	0.301
plotGroupPenalties	1.103	0.020	1.123
plotPosterior	0.706	0.008	0.714
predict.graper	3.109	0.048	3.158
print.graper	0.085	0.000	0.086

CHECK results for graper on kunpeng1

Summary

Command output

Installation output

Tests output

Example timings