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This page was generated on 2023-01-29 16:33:51 -0000 (Sun, 29 Jan 2023).

HostnameOSArch (*)R versionInstalled pkgs
kunpeng1Linux (Ubuntu 22.04.1 LTS)aarch64R Under development (unstable) (2023-01-14 r83615) -- "Unsuffered Consequences" 4021
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CHECK results for graper on kunpeng1


To the developers/maintainers of the graper package:
- Please allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/graper.git to
reflect on this report. See How and When does the builder pull? When will my changes propagate? for more information.
- Make sure to use the following settings in order to reproduce any error or warning you see on this page.

raw results

Package 841/2162HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.15.0  (landing page)
Britta Velten
Snapshot Date: 2023-01-27 13:09:27 -0000 (Fri, 27 Jan 2023)
git_url: https://git.bioconductor.org/packages/graper
git_branch: master
git_last_commit: b25944d
git_last_commit_date: 2022-11-01 15:19:02 -0000 (Tue, 01 Nov 2022)
kunpeng1Linux (Ubuntu 22.04.1 LTS) / aarch64  OK    OK    WARNINGS  

Summary

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: 2023-01-29 00:21:46 -0000 (Sun, 29 Jan 2023)
EndedAt: 2023-01-29 00:23:37 -0000 (Sun, 29 Jan 2023)
EllapsedTime: 111.1 seconds
RetCode: 0
Status:   WARNINGS  
CheckDir: graper.Rcheck
Warnings: 1

Command output

##############################################################################
##############################################################################
###
### 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
###
##############################################################################
##############################################################################


* 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 package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking R files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking loading without being on the library search path ... WARNING
Error in library(graper, lib.loc = "/home/biocbuild/bbs-3.17-bioc/R/library") : 
  there is no package called ‘graper’
Execution halted

It looks like this package has a loading problem when not on .libPaths:
see the messages for details.
* 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 ... OK
* checking files in ‘vignettes’ ... OK
* checking examples ... SKIPPED
* 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: 1 WARNING
See
  ‘/home/biocbuild/bbs-3.17-bioc/meat/graper.Rcheck/00check.log’
for details.



Installation output

graper.Rcheck/00install.out

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


* installing to library ‘/home/biocbuild/bbs-3.17-bioc/R/site-library’
* installing *source* package ‘graper’ ...
** using staged installation
** libs
using C++ compiler: ‘g++ (Ubuntu 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/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.17-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include' -I/usr/local/include    -fPIC  -g -O2  -Wall -c RcppExports.cpp -o RcppExports.o
g++ -std=gnu++11 -I"/home/biocbuild/bbs-3.17-bioc/R/include" -DNDEBUG  -I'/home/biocbuild/bbs-3.17-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.17-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include' -I/usr/local/include    -fPIC  -g -O2  -Wall -c fit_graper.cpp -o fit_graper.o
In file included from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/mpl/aux_/na_assert.hpp:23,
                 from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/mpl/arg.hpp:25,
                 from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/mpl/placeholders.hpp:24,
                 from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/iterator/iterator_categories.hpp:16,
                 from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/iterator/iterator_facade.hpp:13,
                 from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/range/iterator_range_core.hpp:27,
                 from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/lexical_cast.hpp:30,
                 from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/math/tools/convert_from_string.hpp:15,
                 from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/math/constants/constants.hpp:14,
                 from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/math/special_functions/digamma.hpp:20,
                 from graper_linear_dense_ff.h:2,
                 from fit_graper.cpp:4:
/home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/mpl/assert.hpp:194:21: warning: unnecessary parentheses in declaration of ‘assert_arg’ [-Wparentheses]
  194 | failed ************ (Pred::************
      |                     ^~~~~~~~~~~~~~~~~~~
  195 |       assert_arg( void (*)(Pred), typename assert_arg_pred<Pred>::type )
      |       ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  196 |     );
      |     ~                
/home/biocbuild/bbs-3.17-bioc/R/site-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/site-library/BH/include/boost/mpl/assert.hpp:199:21: warning: unnecessary parentheses in declaration of ‘assert_not_arg’ [-Wparentheses]
  199 | failed ************ (boost::mpl::not_<Pred>::************
      |                     ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  200 |       assert_not_arg( void (*)(Pred), typename assert_arg_pred_not<Pred>::type )
      |       ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  201 |     );
      |     ~                
/home/biocbuild/bbs-3.17-bioc/R/site-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/site-library/00LOCK-graper/00new/graper/libs
** R
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
** checking absolute paths in shared objects and dynamic libraries
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (graper)

Tests output

graper.Rcheck/tests/testthat.Rout


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=-835.097
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-574.312
ELB improved by 260.786

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-514.304
ELB improved by 60.0082

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-468.518
ELB improved by 45.7859

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.673
ELB improved by 22.8448

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.2
ELB improved by 9.47321

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.047
ELB improved by 5.15291

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.331
ELB improved by 3.71566

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.102
ELB improved by 3.22881

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.951
ELB improved by 3.1511

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.721
ELB improved by 3.22978

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.407
ELB improved by 3.31423

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.12
ELB improved by 3.28676

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.033
ELB improved by 3.087

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.308
ELB improved by 2.72583

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.066
ELB improved by 2.24172

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.317
ELB improved by 1.74854

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.956
ELB improved by 1.36157

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.847
ELB improved by 1.10915

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.869
ELB improved by 0.977526

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.938
ELB improved by 0.931338

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.008
ELB improved by 0.929599

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.065
ELB improved by 0.942963

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.107
ELB improved by 0.957931

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.133
ELB improved by 0.974693

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.13
ELB improved by 1.00264

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.075
ELB improved by 1.05498

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.93
ELB improved by 1.14518

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.641
ELB improved by 1.28855

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.131
ELB improved by 1.51017

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.287
ELB improved by 1.84442

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.959
ELB improved by 2.32747

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.799
ELB improved by 3.15973

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.156
ELB improved by 3.64377

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.593
ELB improved by 2.56297

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.149
ELB improved by 1.44345

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.334
ELB improved by 0.815641

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.839
ELB improved by 0.4944

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.52
ELB improved by 0.319605

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.303
ELB improved by 0.216763

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.15
ELB improved by 0.153041

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.038
ELB improved by 0.11179

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.954
ELB improved by 0.0840344

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.889
ELB improved by 0.0647534

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.838
ELB improved by 0.0509858

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.797
ELB improved by 0.0409094

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.764
ELB improved by 0.0333694

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.736
ELB improved by 0.027615

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.713
ELB improved by 0.0231455

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.694
ELB improved by 0.0196189

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.677
ELB improved by 0.0167969

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.662
ELB improved by 0.0145096

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.65
ELB improved by 0.0126344

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.639
ELB improved by 0.0110809

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.629
ELB improved by 0.00978192

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-835.963
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-588.743
ELB improved by 247.22

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-528.905
ELB improved by 59.8379

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-483.526
ELB improved by 45.3796

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.454
ELB improved by 24.0716

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.834
ELB improved by 10.6205

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.478
ELB improved by 6.35537

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.062
ELB improved by 5.41665

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.692
ELB improved by 5.37008

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.282
ELB improved by 5.40995

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.295
ELB improved by 4.98695

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.351
ELB improved by 3.94387

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.597
ELB improved by 2.75354

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.72
ELB improved by 1.87764

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.384
ELB improved by 1.33542

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.401
ELB improved by 0.983353

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.654
ELB improved by 0.746597

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.056
ELB improved by 0.597952

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.546
ELB improved by 0.51038

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.086
ELB improved by 0.459585

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.656
ELB improved by 0.429904

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.244
ELB improved by 0.412483

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.842
ELB improved by 0.402312

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.445
ELB improved by 0.396373

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.052
ELB improved by 0.392745

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.662
ELB improved by 0.390208

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.274
ELB improved by 0.388079

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.888
ELB improved by 0.386117

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.504
ELB improved by 0.384433

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.12
ELB improved by 0.383373

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.737
ELB improved by 0.38337

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.352
ELB improved by 0.384794

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.964
ELB improved by 0.3878

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.572
ELB improved by 0.392183

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.175
ELB improved by 0.397241

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.773
ELB improved by 0.40166

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.37
ELB improved by 0.40348

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.969
ELB improved by 0.4003

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.58
ELB improved by 0.389844

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.209
ELB improved by 0.370817

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.865
ELB improved by 0.343645

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.555
ELB improved by 0.310603

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.279
ELB improved by 0.275218

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.038
ELB improved by 0.241357

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.825
ELB improved by 0.21258

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.633
ELB improved by 0.192146

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.45
ELB improved by 0.183669

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.258
ELB improved by 0.191675

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.039
ELB improved by 0.218424

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.79
ELB improved by 0.249545

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.544
ELB improved by 0.245573

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.352
ELB improved by 0.192583

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.222
ELB improved by 0.129237

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.139
ELB improved by 0.0837645

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.082
ELB improved by 0.0562414

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.043
ELB improved by 0.0397908

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.013
ELB improved by 0.0295274

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.99
ELB improved by 0.0227971

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.972
ELB improved by 0.0181954

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.957
ELB improved by 0.0149429

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.945
ELB improved by 0.0125792

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.934
ELB improved by 0.010818

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.924
ELB improved by 0.00947393

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-898.469
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-589.709
ELB improved by 308.759

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-533.2
ELB improved by 56.5092

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-493.282
ELB improved by 39.9179

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-474.297
ELB improved by 18.9853

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-465.889
ELB improved by 8.40748

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.235
ELB improved by 5.65417

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.918
ELB improved by 5.31721

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.271
ELB improved by 5.64712

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.23
ELB improved by 6.04143

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.365
ELB improved by 5.86413

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.556
ELB improved by 4.80983

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.193
ELB improved by 3.36233

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.024
ELB improved by 2.16941

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.611
ELB improved by 1.41243

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.636
ELB improved by 0.974957

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.916
ELB improved by 0.720524

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.355
ELB improved by 0.561059

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.907
ELB improved by 0.448156

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.546
ELB improved by 0.360989

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.253
ELB improved by 0.292259

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.016
ELB improved by 0.23771

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.821
ELB improved by 0.194388

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.661
ELB improved by 0.160586

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.526
ELB improved by 0.134674

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.411
ELB improved by 0.114777

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.312
ELB improved by 0.0992124

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.225
ELB improved by 0.0867454

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.149
ELB improved by 0.0765469

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.081
ELB improved by 0.0680645

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.02
ELB improved by 0.0609178

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.965
ELB improved by 0.0548341

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.915
ELB improved by 0.049611

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.87
ELB improved by 0.045094

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.829
ELB improved by 0.041163

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.791
ELB improved by 0.0377233

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.757
ELB improved by 0.034699

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.725
ELB improved by 0.0320286

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.695
ELB improved by 0.0296618

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.667
ELB improved by 0.0275574

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.642
ELB improved by 0.0256807

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.618
ELB improved by 0.0240029

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.595
ELB improved by 0.0224997

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.574
ELB improved by 0.0211504

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.554
ELB improved by 0.0199374

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.535
ELB improved by 0.0188454

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.517
ELB improved by 0.0178616

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.5
ELB improved by 0.0169746

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.484
ELB improved by 0.0161747

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.469
ELB improved by 0.0154533

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.454
ELB improved by 0.0148031

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.44
ELB improved by 0.0142175

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.426
ELB improved by 0.0136909

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.413
ELB improved by 0.0132181

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.4
ELB improved by 0.0127949

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.388
ELB improved by 0.0124173

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.376
ELB improved by 0.012082

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.364
ELB improved by 0.0117859

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.352
ELB improved by 0.0115264

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.341
ELB improved by 0.0113012

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.33
ELB improved by 0.0111083

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.319
ELB improved by 0.010946

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.308
ELB improved by 0.0108127

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.297
ELB improved by 0.0107073

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.287
ELB improved by 0.0106287

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.276
ELB improved by 0.010576

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.266
ELB improved by 0.0105487

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.255
ELB improved by 0.0105462

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.245
ELB improved by 0.0105684

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.234
ELB improved by 0.0106152

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.223
ELB improved by 0.0106867

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.213
ELB improved by 0.0107834

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.202
ELB improved by 0.0109058

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.191
ELB improved by 0.0110547

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.179
ELB improved by 0.0112313

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.168
ELB improved by 0.011437

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.156
ELB improved by 0.0116735

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.144
ELB improved by 0.0119429

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.132
ELB improved by 0.012248

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.119
ELB improved by 0.0125918

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.106
ELB improved by 0.0129782

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.093
ELB improved by 0.0134117

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.079
ELB improved by 0.0138979

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.065
ELB improved by 0.0144436

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.05
ELB improved by 0.0150569

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.034
ELB improved by 0.015748

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.017
ELB improved by 0.0165294

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420
ELB improved by 0.0174165

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.982
ELB improved by 0.018429

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.962
ELB improved by 0.0195919

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.941
ELB improved by 0.0209371

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.918
ELB improved by 0.0225065

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.894
ELB improved by 0.0243553

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.868
ELB improved by 0.0265571

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.838
ELB improved by 0.0292112

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.806
ELB improved by 0.0324525

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.769
ELB improved by 0.0364646

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.728
ELB improved by 0.0414952

iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.68
ELB improved by 0.0478696

iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.624
ELB improved by 0.0559912

iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.558
ELB improved by 0.0663039

iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.479
ELB improved by 0.079181

iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.384
ELB improved by 0.0947288

iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.271
ELB improved by 0.112595

iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.139
ELB improved by 0.132013

iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.987
ELB improved by 0.152197

iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.814
ELB improved by 0.172731

iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.621
ELB improved by 0.193461

iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.407
ELB improved by 0.214024

iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.173
ELB improved by 0.233578

iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.922
ELB improved by 0.250866

iteration 112
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.658
ELB improved by 0.264443

iteration 113
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.385
ELB improved by 0.272919

iteration 114
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.11
ELB improved by 0.275179

iteration 115
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.839
ELB improved by 0.270583

iteration 116
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.58
ELB improved by 0.259139

iteration 117
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.339
ELB improved by 0.241603

iteration 118
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.119
ELB improved by 0.219419

iteration 119
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.925
ELB improved by 0.194475

iteration 120
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.756
ELB improved by 0.168742

iteration 121
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.612
ELB improved by 0.143937

iteration 122
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.491
ELB improved by 0.121296

iteration 123
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.389
ELB improved by 0.101534

iteration 124
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.304
ELB improved by 0.0849148

iteration 125
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.233
ELB improved by 0.0713943

iteration 126
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.172
ELB improved by 0.0607688

iteration 127
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.119
ELB improved by 0.0528038

iteration 128
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.072
ELB improved by 0.0473444

iteration 129
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.027
ELB improved by 0.0444302

iteration 130
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.983
ELB improved by 0.0444627

iteration 131
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.935
ELB improved by 0.0485069

iteration 132
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.876
ELB improved by 0.0588439

iteration 133
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.796
ELB improved by 0.0797551

iteration 134
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.679
ELB improved by 0.117396

iteration 135
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.504
ELB improved by 0.174071

iteration 136
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.271
ELB improved by 0.232976

iteration 137
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.014
ELB improved by 0.257073

iteration 138
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.785
ELB improved by 0.229184

iteration 139
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.61
ELB improved by 0.175063

iteration 140
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.482
ELB improved by 0.128389

iteration 141
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.382
ELB improved by 0.100138

iteration 142
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.295
ELB improved by 0.0869517

iteration 143
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.211
ELB improved by 0.0840419

iteration 144
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.123
ELB improved by 0.0876459

iteration 145
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.03
ELB improved by 0.0932423

iteration 146
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.935
ELB improved by 0.0944515

iteration 147
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.85
ELB improved by 0.0857385

iteration 148
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.782
ELB improved by 0.0676978

iteration 149
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.735
ELB improved by 0.0471289

iteration 150
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.704
ELB improved by 0.0303942

iteration 151
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.685
ELB improved by 0.0193482

iteration 152
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.672
ELB improved by 0.0128469

iteration 153
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.663
ELB improved by 0.00918621

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-860.371
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-582.511
ELB improved by 277.86

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-518.292
ELB improved by 64.219

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-474.134
ELB improved by 44.158

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.813
ELB improved by 20.3215

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.169
ELB improved by 8.64426

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.68
ELB improved by 5.48913

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.697
ELB improved by 4.98233

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.407
ELB improved by 5.29023

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.462
ELB improved by 5.94522

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.898
ELB improved by 6.56384

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.193
ELB improved by 6.70444

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.266
ELB improved by 5.92706

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.994
ELB improved by 4.27251

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.386
ELB improved by 2.60805

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.874
ELB improved by 1.51185

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.964
ELB improved by 0.910035

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.371
ELB improved by 0.593211

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.949
ELB improved by 0.421984

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.625
ELB improved by 0.323811

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.361
ELB improved by 0.263533

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.137
ELB improved by 0.224049

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.941
ELB improved by 0.196659

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.764
ELB improved by 0.176665

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.603
ELB improved by 0.161385

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.453
ELB improved by 0.149224

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.314
ELB improved by 0.139212

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.183
ELB improved by 0.13076

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.06
ELB improved by 0.123528

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.943
ELB improved by 0.117346

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.83
ELB improved by 0.112182

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.722
ELB improved by 0.108122

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.617
ELB improved by 0.105384

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.513
ELB improved by 0.104341

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.407
ELB improved by 0.105535

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.297
ELB improved by 0.109606

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.181
ELB improved by 0.116884

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.054
ELB improved by 0.126377

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.92
ELB improved by 0.134606

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.783
ELB improved by 0.136697

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.652
ELB improved by 0.130796

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.532
ELB improved by 0.120049

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.423
ELB improved by 0.108742

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.324
ELB improved by 0.0990338

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.233
ELB improved by 0.0912693

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.148
ELB improved by 0.0851541

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.068
ELB improved by 0.0803168

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.991
ELB improved by 0.0764476

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.918
ELB improved by 0.0733049

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.847
ELB improved by 0.0707008

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.779
ELB improved by 0.068488

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.712
ELB improved by 0.0665502

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.647
ELB improved by 0.0647953

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.584
ELB improved by 0.0631501

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.523
ELB improved by 0.0615565

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.463
ELB improved by 0.0599684

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.404
ELB improved by 0.05835

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.348
ELB improved by 0.0566743

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.293
ELB improved by 0.0549218

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.24
ELB improved by 0.0530804

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.188
ELB improved by 0.0511445

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.139
ELB improved by 0.0491144

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.092
ELB improved by 0.046996

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.047
ELB improved by 0.0447998

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.005
ELB improved by 0.0425405

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.965
ELB improved by 0.0402357

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.927
ELB improved by 0.0379053

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.891
ELB improved by 0.0355701

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.858
ELB improved by 0.0332513

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.827
ELB improved by 0.0309693

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.798
ELB improved by 0.0287429

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.772
ELB improved by 0.0265891

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.747
ELB improved by 0.024522

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.725
ELB improved by 0.0225535

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.704
ELB improved by 0.0206921

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.685
ELB improved by 0.0189439

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.668
ELB improved by 0.0173123

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.652
ELB improved by 0.0157982

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.637
ELB improved by 0.0144008

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.624
ELB improved by 0.0131172

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.612
ELB improved by 0.0119433

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.602
ELB improved by 0.0108741

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.592
ELB improved by 0.00990356

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  3.112   0.155   3.281 

Example timings