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"	4259
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: 2023-02-24 12:04:58 -0000 (Fri, 24 Feb 2023)

EndedAt: 2023-02-24 12:06:56 -0000 (Fri, 24 Feb 2023)

EllapsedTime: 118.2 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/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=-841.831
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-565.424
ELB improved by 276.407

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-509.919
ELB improved by 55.5048

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-474.224
ELB improved by 35.6954

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.035
ELB improved by 17.1893

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.788
ELB improved by 7.24619

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.811
ELB improved by 3.97778

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.591
ELB improved by 3.21954

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.336
ELB improved by 3.25506

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.789
ELB improved by 3.54668

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.942
ELB improved by 3.84699

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.044
ELB improved by 3.8987

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.536
ELB improved by 3.50789

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.783
ELB improved by 2.75328

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.827
ELB improved by 1.95509

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.473
ELB improved by 1.35469

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.504
ELB improved by 0.968515

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.783
ELB improved by 0.721115

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.225
ELB improved by 0.558173

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.773
ELB improved by 0.451555

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.392
ELB improved by 0.381775

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.056
ELB improved by 0.336077

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.748
ELB improved by 0.308016

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.453
ELB improved by 0.29426

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.161
ELB improved by 0.292526

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.86
ELB improved by 0.300983

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.542
ELB improved by 0.318195

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.198
ELB improved by 0.343619

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.819
ELB improved by 0.378459

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.394
ELB improved by 0.425902

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.903
ELB improved by 0.490426

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.327
ELB improved by 0.575843

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.647
ELB improved by 0.680579

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.851
ELB improved by 0.796183

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.926
ELB improved by 0.924708

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.819
ELB improved by 1.10665

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.376
ELB improved by 1.44354

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.384
ELB improved by 1.99148

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.063
ELB improved by 2.32134

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.884
ELB improved by 2.17928

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.067
ELB improved by 1.81645

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.701
ELB improved by 1.36638

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.759
ELB improved by 0.941946

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.136
ELB improved by 0.622469

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.719
ELB improved by 0.417377

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.423
ELB improved by 0.295576

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.202
ELB improved by 0.221533

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.031
ELB improved by 0.171132

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.897
ELB improved by 0.133306

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.793
ELB improved by 0.104654

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.709
ELB improved by 0.0835544

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.641
ELB improved by 0.0680581

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.585
ELB improved by 0.0562666

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.538
ELB improved by 0.0468364

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.499
ELB improved by 0.0390324

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.466
ELB improved by 0.0325299

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.439
ELB improved by 0.0271847

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.416
ELB improved by 0.0228798

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.397
ELB improved by 0.0194697

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.38
ELB improved by 0.0167871

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.365
ELB improved by 0.0146693

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.353
ELB improved by 0.0129774

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.341
ELB improved by 0.0116024

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.33
ELB improved by 0.0104643

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.321
ELB improved by 0.00950529

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-875.523
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-581.766
ELB improved by 293.757

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-524.833
ELB improved by 56.9329

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-489.129
ELB improved by 35.7037

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-472.937
ELB improved by 16.1921

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-466.096
ELB improved by 6.84145

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.932
ELB improved by 4.1638

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.393
ELB improved by 3.53859

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.006
ELB improved by 3.38709

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.656
ELB improved by 3.34989

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.398
ELB improved by 3.25863

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.391
ELB improved by 3.00611

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.825
ELB improved by 2.56691

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.806
ELB improved by 2.01834

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.326
ELB improved by 1.48044

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.276
ELB improved by 1.05017

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.52
ELB improved by 0.755262

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.953
ELB improved by 0.567321

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.506
ELB improved by 0.447079

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.14
ELB improved by 0.36616

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.832
ELB improved by 0.308259

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.567
ELB improved by 0.264651

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.336
ELB improved by 0.230489

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.134
ELB improved by 0.202841

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.954
ELB improved by 0.179809

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.794
ELB improved by 0.160129

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.651
ELB improved by 0.142975

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.523
ELB improved by 0.127855

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.408
ELB improved by 0.114509

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.305
ELB improved by 0.102811

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.213
ELB improved by 0.0926705

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.129
ELB improved by 0.0839679

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.052
ELB improved by 0.0765442

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.982
ELB improved by 0.0702165

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.917
ELB improved by 0.0648024

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.857
ELB improved by 0.0601382

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.801
ELB improved by 0.0560865

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.748
ELB improved by 0.0525362

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.699
ELB improved by 0.0493992

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.652
ELB improved by 0.0466061

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.608
ELB improved by 0.0441015

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.567
ELB improved by 0.0418411

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.527
ELB improved by 0.0397887

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.489
ELB improved by 0.0379145

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.453
ELB improved by 0.0361935

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.418
ELB improved by 0.0346049

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.385
ELB improved by 0.0331307

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.353
ELB improved by 0.0317559

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.323
ELB improved by 0.0304676

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.293
ELB improved by 0.0292547

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.265
ELB improved by 0.0281079

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.238
ELB improved by 0.0270194

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.212
ELB improved by 0.0259826

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.187
ELB improved by 0.0249921

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.163
ELB improved by 0.0240434

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.14
ELB improved by 0.0231329

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.118
ELB improved by 0.0222578

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.096
ELB improved by 0.0214159

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.076
ELB improved by 0.0206055

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.056
ELB improved by 0.0198254

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.037
ELB improved by 0.0190747

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.019
ELB improved by 0.0183528

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.001
ELB improved by 0.0176593

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.984
ELB improved by 0.0169939

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.968
ELB improved by 0.0163564

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.952
ELB improved by 0.0157464

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.937
ELB improved by 0.0151639

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.922
ELB improved by 0.0146086

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.908
ELB improved by 0.01408

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.894
ELB improved by 0.0135779

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.881
ELB improved by 0.0131017

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.869
ELB improved by 0.012651

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.856
ELB improved by 0.012225

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.845
ELB improved by 0.011823

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.833
ELB improved by 0.0114444

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.822
ELB improved by 0.0110884

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.811
ELB improved by 0.010754

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.801
ELB improved by 0.0104405

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.791
ELB improved by 0.0101471

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.781
ELB improved by 0.00987283

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-890.108
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-575.843
ELB improved by 314.265

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-519.475
ELB improved by 56.3675

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-487.922
ELB improved by 31.5529

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-474.928
ELB improved by 12.9941

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-468.227
ELB improved by 6.70076

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-462.777
ELB improved by 5.45008

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.301
ELB improved by 5.47679

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.729
ELB improved by 5.57189

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.436
ELB improved by 5.29286

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.915
ELB improved by 4.5213

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.427
ELB improved by 3.488

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.911
ELB improved by 2.51577

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.134
ELB improved by 1.7764

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.858
ELB improved by 1.27624

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.912
ELB improved by 0.945666

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.194
ELB improved by 0.718496

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.636
ELB improved by 0.558244

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.191
ELB improved by 0.445243

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.826
ELB improved by 0.364839

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.52
ELB improved by 0.306069

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.258
ELB improved by 0.261701

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.031
ELB improved by 0.227235

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.831
ELB improved by 0.199851

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.653
ELB improved by 0.177711

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.494
ELB improved by 0.159571

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.349
ELB improved by 0.144553

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.217
ELB improved by 0.13202

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.095
ELB improved by 0.121495

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.983
ELB improved by 0.112617

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.878
ELB improved by 0.105106

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.779
ELB improved by 0.0987429

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.686
ELB improved by 0.0933521

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.597
ELB improved by 0.0887929

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.512
ELB improved by 0.0849507

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.43
ELB improved by 0.0817308

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.351
ELB improved by 0.079054

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.274
ELB improved by 0.0768534

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.199
ELB improved by 0.0750716

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.126
ELB improved by 0.0736588

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.053
ELB improved by 0.072571

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.981
ELB improved by 0.0717695

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.91
ELB improved by 0.0712198

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.839
ELB improved by 0.0708913

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.768
ELB improved by 0.0707577

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.698
ELB improved by 0.0707971

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.627
ELB improved by 0.0709926

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.555
ELB improved by 0.071334

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.483
ELB improved by 0.071819

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.411
ELB improved by 0.0724568

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.338
ELB improved by 0.0732718

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.263
ELB improved by 0.074312

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.188
ELB improved by 0.0756608

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.11
ELB improved by 0.0774592

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.03
ELB improved by 0.0799442

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.947
ELB improved by 0.0835168

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.858
ELB improved by 0.0888595

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.761
ELB improved by 0.0971239

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.651
ELB improved by 0.110163

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.52
ELB improved by 0.130581

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.359
ELB improved by 0.160869

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.159
ELB improved by 0.200544

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.916
ELB improved by 0.242525

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.641
ELB improved by 0.275266

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.348
ELB improved by 0.292788

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.049
ELB improved by 0.298829

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.75
ELB improved by 0.299358

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.453
ELB improved by 0.297182

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.16
ELB improved by 0.292904

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.873
ELB improved by 0.286662

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.594
ELB improved by 0.278628

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.326
ELB improved by 0.268901

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.068
ELB improved by 0.257371

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.825
ELB improved by 0.243693

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.597
ELB improved by 0.227434

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.389
ELB improved by 0.208436

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.201
ELB improved by 0.187281

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.036
ELB improved by 0.165489

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.891
ELB improved by 0.145151

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.762
ELB improved by 0.12823

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.646
ELB improved by 0.116022

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.538
ELB improved by 0.10897

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.431
ELB improved by 0.106636

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.323
ELB improved by 0.107628

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.214
ELB improved by 0.109472

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.105
ELB improved by 0.108847

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.002
ELB improved by 0.102906

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.911
ELB improved by 0.0913149

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.834
ELB improved by 0.0766096

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.772
ELB improved by 0.062011

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.723
ELB improved by 0.0494094

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.683
ELB improved by 0.0392474

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.652
ELB improved by 0.0312641

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.627
ELB improved by 0.0250346

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.607
ELB improved by 0.0201727

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.591
ELB improved by 0.0163704

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.577
ELB improved by 0.01339

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.566
ELB improved by 0.0110481

iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.557
ELB improved by 0.00920337

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-918.162
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-565.183
ELB improved by 352.979

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-509.445
ELB improved by 55.7378

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-479.184
ELB improved by 30.2606

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-468.305
ELB improved by 10.8795

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-463.913
ELB improved by 4.39181

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.157
ELB improved by 2.75659

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.995
ELB improved by 2.16172

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.994
ELB improved by 2.00103

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.948
ELB improved by 2.04574

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.756
ELB improved by 2.19225

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.375
ELB improved by 2.3807

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.832
ELB improved by 2.54281

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.253
ELB improved by 2.57909

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.857
ELB improved by 2.39637

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.853
ELB improved by 2.00346

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.317
ELB improved by 1.53638

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.176
ELB improved by 1.14055

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.308
ELB improved by 0.868559

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.608
ELB improved by 0.6995

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.012
ELB improved by 0.596411

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.479
ELB improved by 0.532962

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.983
ELB improved by 0.495928

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.501
ELB improved by 0.482526

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434
ELB improved by 0.500419

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.429
ELB improved by 0.571226

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.705
ELB improved by 0.723596

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.774
ELB improved by 0.931586

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.691
ELB improved by 1.08264

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.561
ELB improved by 1.12967

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.461
ELB improved by 1.10075

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.359
ELB improved by 1.10155

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.121
ELB improved by 1.23776

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.593
ELB improved by 1.52813

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.852
ELB improved by 1.74128

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.192
ELB improved by 1.6597

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.705
ELB improved by 1.48768

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.385
ELB improved by 1.31945

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.255
ELB improved by 1.12968

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.358
ELB improved by 0.897881

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.696
ELB improved by 0.661643

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.225
ELB improved by 0.47064

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.888
ELB improved by 0.337675

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.635
ELB improved by 0.252497

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.433
ELB improved by 0.201608

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.258
ELB improved by 0.175147

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.092
ELB improved by 0.166568

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.923
ELB improved by 0.168704

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.753
ELB improved by 0.169651

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.596
ELB improved by 0.157853

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.461
ELB improved by 0.134494

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.351
ELB improved by 0.110402

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.257
ELB improved by 0.0932052

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.172
ELB improved by 0.0850544

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.087
ELB improved by 0.0856738

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.993
ELB improved by 0.0935573

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.888
ELB improved by 0.105514

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.771
ELB improved by 0.116939

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.647
ELB improved by 0.123885

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.522
ELB improved by 0.124402

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.403
ELB improved by 0.119108

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.291
ELB improved by 0.11243

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.18
ELB improved by 0.110874

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.061
ELB improved by 0.118811

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.926
ELB improved by 0.135219

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.776
ELB improved by 0.150157

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.63
ELB improved by 0.146169

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.512
ELB improved by 0.117847

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.428
ELB improved by 0.0833143

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.369
ELB improved by 0.0595486

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.32
ELB improved by 0.0487202

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.273
ELB improved by 0.0473359

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.22
ELB improved by 0.052406

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.16
ELB improved by 0.0607227

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.093
ELB improved by 0.0663756

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.031
ELB improved by 0.0626022

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.981
ELB improved by 0.0493437

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.948
ELB improved by 0.0339332

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.925
ELB improved by 0.0222609

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.91
ELB improved by 0.0151607

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.899
ELB improved by 0.0112106

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.89
ELB improved by 0.00902442

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.948   0.144   3.075

name	user	system	elapsed
coef.graper	0.082	0.016	0.098
getPIPs	0.083	0.008	0.091
graper	0.131	0.012	0.142
makeExampleData	0.013	0.000	0.013
makeExampleDataWithUnequalGroups	0.016	0.000	0.017
plotELBO	0.308	0.012	0.320
plotGroupPenalties	1.192	0.036	1.227
plotPosterior	0.738	0.027	0.766
predict.graper	3.194	0.027	3.224
print.graper	0.069	0.024	0.093

CHECK results for graper on kunpeng1

Summary

Command output

Installation output

Tests output

Example timings