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CHECK report for graper on tokay1

This page was generated on 2020-04-15 12:31:39 -0400 (Wed, 15 Apr 2020).

Package 739/1823HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.2.0
Britta Velten
Snapshot Date: 2020-04-14 16:46:13 -0400 (Tue, 14 Apr 2020)
URL: https://git.bioconductor.org/packages/graper
Branch: RELEASE_3_10
Last Commit: f14bae8
Last Changed Date: 2019-10-29 13:11:28 -0400 (Tue, 29 Oct 2019)
malbec1 Linux (Ubuntu 18.04.4 LTS) / x86_64  OK  OK  OK UNNEEDED, same version exists in internal repository
tokay1 Windows Server 2012 R2 Standard / x64  OK  OK [ OK ] OK UNNEEDED, same version exists in internal repository
merida1 OS X 10.11.6 El Capitan / x86_64  OK  OK  OK  OK UNNEEDED, same version exists in internal repository

Summary

Package: graper
Version: 1.2.0
Command: C:\Users\biocbuild\bbs-3.10-bioc\R\bin\R.exe CMD check --force-multiarch --install=check:graper.install-out.txt --library=C:\Users\biocbuild\bbs-3.10-bioc\R\library --no-vignettes --timings graper_1.2.0.tar.gz
StartedAt: 2020-04-15 03:40:43 -0400 (Wed, 15 Apr 2020)
EndedAt: 2020-04-15 03:42:32 -0400 (Wed, 15 Apr 2020)
EllapsedTime: 108.6 seconds
RetCode: 0
Status:  OK  
CheckDir: graper.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   C:\Users\biocbuild\bbs-3.10-bioc\R\bin\R.exe CMD check --force-multiarch --install=check:graper.install-out.txt --library=C:\Users\biocbuild\bbs-3.10-bioc\R\library --no-vignettes --timings graper_1.2.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory 'C:/Users/biocbuild/bbs-3.10-bioc/meat/graper.Rcheck'
* using R version 3.6.3 (2020-02-29)
* using platform: x86_64-w64-mingw32 (64-bit)
* using session charset: ISO8859-1
* using option '--no-vignettes'
* checking for file 'graper/DESCRIPTION' ... OK
* checking extension type ... Package
* this is package 'graper' version '1.2.0'
* 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 whether package 'graper' can be installed ... OK
* checking installed package size ... OK
* checking package directory ... OK
* checking 'build' directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking R files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* loading checks for arch 'i386'
** 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
* loading checks for arch 'x64'
** checking whether the package can be loaded ... OK
** checking whether the package can be loaded with stated dependencies ... OK
** checking whether the package can be unloaded cleanly ... OK
** checking whether the namespace can be loaded with stated dependencies ... OK
** checking whether the namespace can be unloaded cleanly ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... OK
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking compiled code ... NOTE
Note: information on .o files for i386 is not available
Note: information on .o files for x64 is not available
File 'C:/Users/biocbuild/bbs-3.10-bioc/R/library/graper/libs/i386/graper.dll':
  Found 'abort', possibly from 'abort' (C), 'runtime' (Fortran)
  Found 'exit', possibly from 'exit' (C), 'stop' (Fortran)
  Found 'printf', possibly from 'printf' (C)
File 'C:/Users/biocbuild/bbs-3.10-bioc/R/library/graper/libs/x64/graper.dll':
  Found 'abort', possibly from 'abort' (C), 'runtime' (Fortran)
  Found 'exit', possibly from 'exit' (C), 'stop' (Fortran)
  Found 'printf', possibly from 'printf' (C)

Compiled code should not call entry points which might terminate R nor
write to stdout/stderr instead of to the console, nor use Fortran I/O
nor system RNGs. The detected symbols are linked into the code but
might come from libraries and not actually be called.

See 'Writing portable packages' in the 'Writing R Extensions' manual.
* checking files in 'vignettes' ... OK
* checking examples ...
** running examples for arch 'i386' ... OK
** running examples for arch 'x64' ... OK
* checking for unstated dependencies in 'tests' ... OK
* checking tests ...
** running tests for arch 'i386' ...
  Running 'testthat.R'
 OK
** running tests for arch 'x64' ...
  Running 'testthat.R'
 OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes in 'inst/doc' ... OK
* checking running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE

Status: 1 NOTE
See
  'C:/Users/biocbuild/bbs-3.10-bioc/meat/graper.Rcheck/00check.log'
for details.



Installation output

graper.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   C:\cygwin\bin\curl.exe -O https://malbec1.bioconductor.org/BBS/3.10/bioc/src/contrib/graper_1.2.0.tar.gz && rm -rf graper.buildbin-libdir && mkdir graper.buildbin-libdir && C:\Users\biocbuild\bbs-3.10-bioc\R\bin\R.exe CMD INSTALL --merge-multiarch --build --library=graper.buildbin-libdir graper_1.2.0.tar.gz && C:\Users\biocbuild\bbs-3.10-bioc\R\bin\R.exe CMD INSTALL graper_1.2.0.zip && rm graper_1.2.0.tar.gz graper_1.2.0.zip
###
##############################################################################
##############################################################################


  % Total    % Received % Xferd  Average Speed   Time    Time     Time  Current
                                 Dload  Upload   Total   Spent    Left  Speed

  0     0    0     0    0     0      0      0 --:--:-- --:--:-- --:--:--     0
100 28911  100 28911    0     0   607k      0 --:--:-- --:--:-- --:--:--  656k

install for i386

* installing *source* package 'graper' ...
** using staged installation
** libs
C:/Rtools/mingw_32/bin/g++  -std=gnu++11 -I"C:/Users/BIOCBU~1/BBS-3~1.10-/R/include" -DNDEBUG  -I"C:/Users/biocbuild/bbs-3.10-bioc/R/library/Rcpp/include" -I"C:/Users/biocbuild/bbs-3.10-bioc/R/library/RcppArmadillo/include" -I"C:/Users/biocbuild/bbs-3.10-bioc/R/library/BH/include"   -I"C:/extsoft/include"     -O2 -Wall  -mtune=core2 -c RcppExports.cpp -o RcppExports.o
C:/Rtools/mingw_32/bin/g++  -std=gnu++11 -I"C:/Users/BIOCBU~1/BBS-3~1.10-/R/include" -DNDEBUG  -I"C:/Users/biocbuild/bbs-3.10-bioc/R/library/Rcpp/include" -I"C:/Users/biocbuild/bbs-3.10-bioc/R/library/RcppArmadillo/include" -I"C:/Users/biocbuild/bbs-3.10-bioc/R/library/BH/include"   -I"C:/extsoft/include"     -O2 -Wall  -mtune=core2 -c fit_graper.cpp -o fit_graper.o
C:/Rtools/mingw_32/bin/g++ -shared -s -static-libgcc -o graper.dll tmp.def RcppExports.o fit_graper.o -LC:/Users/BIOCBU~1/BBS-3~1.10-/R/bin/i386 -lRlapack -LC:/Users/BIOCBU~1/BBS-3~1.10-/R/bin/i386 -lRblas -lgfortran -lm -lquadmath -LC:/extsoft/lib/i386 -LC:/extsoft/lib -LC:/Users/BIOCBU~1/BBS-3~1.10-/R/bin/i386 -lR
installing to C:/Users/biocbuild/bbs-3.10-bioc/meat/graper.buildbin-libdir/00LOCK-graper/00new/graper/libs/i386
** R
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
  converting help for package 'graper'
    finding HTML links ... done
    coef.graper                             html  
    getPIPs                                 html  
    graper                                  html  
    makeExampleData                         html  
    makeExampleDataWithUnequalGroups        html  
    plotELBO                                html  
    plotGroupPenalties                      html  
    plotPosterior                           html  
    predict.graper                          html  
    print.graper                            html  
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path

install for x64

* installing *source* package 'graper' ...
** libs
C:/Rtools/mingw_64/bin/g++  -std=gnu++11 -I"C:/Users/BIOCBU~1/BBS-3~1.10-/R/include" -DNDEBUG  -I"C:/Users/biocbuild/bbs-3.10-bioc/R/library/Rcpp/include" -I"C:/Users/biocbuild/bbs-3.10-bioc/R/library/RcppArmadillo/include" -I"C:/Users/biocbuild/bbs-3.10-bioc/R/library/BH/include"   -I"C:/extsoft/include"     -O2 -Wall  -mtune=core2 -c RcppExports.cpp -o RcppExports.o
C:/Rtools/mingw_64/bin/g++  -std=gnu++11 -I"C:/Users/BIOCBU~1/BBS-3~1.10-/R/include" -DNDEBUG  -I"C:/Users/biocbuild/bbs-3.10-bioc/R/library/Rcpp/include" -I"C:/Users/biocbuild/bbs-3.10-bioc/R/library/RcppArmadillo/include" -I"C:/Users/biocbuild/bbs-3.10-bioc/R/library/BH/include"   -I"C:/extsoft/include"     -O2 -Wall  -mtune=core2 -c fit_graper.cpp -o fit_graper.o
C:/Rtools/mingw_64/bin/g++ -shared -s -static-libgcc -o graper.dll tmp.def RcppExports.o fit_graper.o -LC:/Users/BIOCBU~1/BBS-3~1.10-/R/bin/x64 -lRlapack -LC:/Users/BIOCBU~1/BBS-3~1.10-/R/bin/x64 -lRblas -lgfortran -lm -lquadmath -LC:/extsoft/lib/x64 -LC:/extsoft/lib -LC:/Users/BIOCBU~1/BBS-3~1.10-/R/bin/x64 -lR
installing to C:/Users/biocbuild/bbs-3.10-bioc/meat/graper.buildbin-libdir/graper/libs/x64
** testing if installed package can be loaded
* MD5 sums
packaged installation of 'graper' as graper_1.2.0.zip
* DONE (graper)
* installing to library 'C:/Users/biocbuild/bbs-3.10-bioc/R/library'
package 'graper' successfully unpacked and MD5 sums checked

Tests output

graper.Rcheck/tests_i386/testthat.Rout


R version 3.6.3 (2020-02-29) -- "Holding the Windsock"
Copyright (C) 2020 The R Foundation for Statistical Computing
Platform: i386-w64-mingw32/i386 (32-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=-844.257
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-577.561
ELB improved by 266.697

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-514.502
ELB improved by 63.0587

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-469.945
ELB improved by 44.557

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.807
ELB improved by 20.1379

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.2
ELB improved by 7.60721

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.981
ELB improved by 4.21849

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.566
ELB improved by 3.41504

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.33
ELB improved by 3.23643

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.036
ELB improved by 3.29429

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.58
ELB improved by 3.4558

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.921
ELB improved by 3.65928

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.103
ELB improved by 3.8172

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.365
ELB improved by 3.73803

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.074
ELB improved by 3.29132

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.443
ELB improved by 2.63077

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.452
ELB improved by 1.99161

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.007
ELB improved by 1.44485

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.999
ELB improved by 1.00758

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.288
ELB improved by 0.71148

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.754
ELB improved by 0.533544

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.328
ELB improved by 0.426047

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.973
ELB improved by 0.355495

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.668
ELB improved by 0.304852

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.401
ELB improved by 0.266336

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.165
ELB improved by 0.236301

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.952
ELB improved by 0.212784

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.758
ELB improved by 0.194526

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.577
ELB improved by 0.180608

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.407
ELB improved by 0.170313

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.244
ELB improved by 0.163075

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.085
ELB improved by 0.158437

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.929
ELB improved by 0.156027

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.774
ELB improved by 0.155531

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.617
ELB improved by 0.156663

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.458
ELB improved by 0.159148

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.295
ELB improved by 0.162707

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.128
ELB improved by 0.167056

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.956
ELB improved by 0.171917

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.779
ELB improved by 0.17704

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.597
ELB improved by 0.182222

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.41
ELB improved by 0.18732

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.217
ELB improved by 0.192251

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.021
ELB improved by 0.196978

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.819
ELB improved by 0.201501

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.613
ELB improved by 0.205848

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.403
ELB improved by 0.210097

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.189
ELB improved by 0.214406

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.97
ELB improved by 0.219082

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.745
ELB improved by 0.224664

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.513
ELB improved by 0.232075

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.27
ELB improved by 0.242899

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.01
ELB improved by 0.259938

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.722
ELB improved by 0.28827

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.385
ELB improved by 0.336468

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.971
ELB improved by 0.414032

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.457
ELB improved by 0.514028

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.867
ELB improved by 0.590423

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.263
ELB improved by 0.603428

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.674
ELB improved by 0.588856

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.078
ELB improved by 0.596338

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.458
ELB improved by 0.62005

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.863
ELB improved by 0.594928

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.385
ELB improved by 0.477684

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.056
ELB improved by 0.329691

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.84
ELB improved by 0.215931

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.695
ELB improved by 0.14444

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.594
ELB improved by 0.101138

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.52
ELB improved by 0.0738861

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.465
ELB improved by 0.0557928

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.421
ELB improved by 0.0432455

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.387
ELB improved by 0.0342624

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.359
ELB improved by 0.0276645

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.337
ELB improved by 0.0227052

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.318
ELB improved by 0.0188954

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.302
ELB improved by 0.0159106

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.288
ELB improved by 0.0135333

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.277
ELB improved by 0.0116157

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.267
ELB improved by 0.0100547

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.258
ELB improved by 0.0087758

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-866.341
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-563.503
ELB improved by 302.838

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-506.205
ELB improved by 57.2977

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-473.222
ELB improved by 32.9832

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.066
ELB improved by 13.1558

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.065
ELB improved by 5.00115

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.943
ELB improved by 3.12163

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.297
ELB improved by 2.64656

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.7
ELB improved by 2.59672

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.945
ELB improved by 2.7546

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.915
ELB improved by 3.02978

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.584
ELB improved by 3.33108

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.087
ELB improved by 3.49748

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.766
ELB improved by 3.32105

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.024
ELB improved by 2.74192

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.032
ELB improved by 1.99218

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.667
ELB improved by 1.36475

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.704
ELB improved by 0.963268

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.96
ELB improved by 0.743997

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.323
ELB improved by 0.636936

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.73
ELB improved by 0.593146

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.145
ELB improved by 0.584995

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.547
ELB improved by 0.597474

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.925
ELB improved by 0.621919

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.272
ELB improved by 0.652815

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.586
ELB improved by 0.6866

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.864
ELB improved by 0.721461

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.107
ELB improved by 0.757195

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.313
ELB improved by 0.794586

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.478
ELB improved by 0.834362

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.602
ELB improved by 0.876135

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.685
ELB improved by 0.917599

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.73
ELB improved by 0.954118

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.751
ELB improved by 0.978932

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.767
ELB improved by 0.984315

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.803
ELB improved by 0.963761

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.889
ELB improved by 0.914428

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.051
ELB improved by 0.838444

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.308
ELB improved by 0.742207

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.674
ELB improved by 0.634395

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.149
ELB improved by 0.525025

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.724
ELB improved by 0.425307

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.379
ELB improved by 0.344417

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.094
ELB improved by 0.284696

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.854
ELB improved by 0.240686

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.651
ELB improved by 0.203221

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.484
ELB improved by 0.166397

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.353
ELB improved by 0.13105

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.252
ELB improved by 0.10096

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.174
ELB improved by 0.0780236

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.113
ELB improved by 0.0616017

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.063
ELB improved by 0.0500351

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.021
ELB improved by 0.0417587

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.985
ELB improved by 0.0356413

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.954
ELB improved by 0.0309506

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.927
ELB improved by 0.0272312

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.903
ELB improved by 0.0241997

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.881
ELB improved by 0.0216761

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.862
ELB improved by 0.0195416

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.844
ELB improved by 0.0177146

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.828
ELB improved by 0.0161372

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.813
ELB improved by 0.0147665

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.799
ELB improved by 0.0135696

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.787
ELB improved by 0.0125212

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.775
ELB improved by 0.011601

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.764
ELB improved by 0.010793

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.754
ELB improved by 0.0100845

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.745
ELB improved by 0.00946561

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-872.343
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-577.501
ELB improved by 294.842

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-509.976
ELB improved by 67.5251

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-465.857
ELB improved by 44.1188

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.202
ELB improved by 18.6553

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.231
ELB improved by 7.97061

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.388
ELB improved by 4.84257

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.425
ELB improved by 3.96359

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.546
ELB improved by 3.87878

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.388
ELB improved by 4.15765

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.798
ELB improved by 4.59071

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.884
ELB improved by 4.91356

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.114
ELB improved by 4.77029

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.121
ELB improved by 3.99263

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.277
ELB improved by 2.84444

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.479
ELB improved by 1.79782

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.384
ELB improved by 1.09465

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.687
ELB improved by 0.69694

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.199
ELB improved by 0.488379

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.817
ELB improved by 0.381526

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.489
ELB improved by 0.328468

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.183
ELB improved by 0.306037

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.879
ELB improved by 0.30371

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.563
ELB improved by 0.316639

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.222
ELB improved by 0.340947

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.851
ELB improved by 0.370171

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.456
ELB improved by 0.395912

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.042
ELB improved by 0.413759

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.616
ELB improved by 0.425306

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.183
ELB improved by 0.433431

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.743
ELB improved by 0.439698

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.298
ELB improved by 0.445078

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.848
ELB improved by 0.450579

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.39
ELB improved by 0.457242

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.924
ELB improved by 0.466061

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.446
ELB improved by 0.478176

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.951
ELB improved by 0.495612

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.427
ELB improved by 0.523141

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.855
ELB improved by 0.572679

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.186
ELB improved by 0.669074

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.364
ELB improved by 0.821775

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.45
ELB improved by 0.913543

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.603
ELB improved by 0.84766

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.877
ELB improved by 0.72557

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.276
ELB improved by 0.601544

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.791
ELB improved by 0.484705

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.409
ELB improved by 0.38215

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.111
ELB improved by 0.297481

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.881
ELB improved by 0.230606

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.701
ELB improved by 0.179611

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.559
ELB improved by 0.14183

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.445
ELB improved by 0.114441

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.35
ELB improved by 0.0948834

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.269
ELB improved by 0.0810471

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.198
ELB improved by 0.071264

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.133
ELB improved by 0.064219

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.074
ELB improved by 0.0588764

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.02
ELB improved by 0.0544615

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.97
ELB improved by 0.050465

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.923
ELB improved by 0.0466017

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.88
ELB improved by 0.0427118

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.842
ELB improved by 0.0386757

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.807
ELB improved by 0.0344176

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.777
ELB improved by 0.0299739

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.752
ELB improved by 0.0255335

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.73
ELB improved by 0.0213792

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.712
ELB improved by 0.0177626

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.698
ELB improved by 0.0148098

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.685
ELB improved by 0.0125121

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.674
ELB improved by 0.0107797

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.665
ELB improved by 0.00950071

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-877.414
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-594.536
ELB improved by 282.879

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-532.436
ELB improved by 62.0994

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-489.177
ELB improved by 43.2591

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-468.836
ELB improved by 20.3411

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.441
ELB improved by 8.39467

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.088
ELB improved by 5.35333

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.982
ELB improved by 5.10579

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.535
ELB improved by 5.44751

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.637
ELB improved by 5.89789

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.502
ELB improved by 6.13461

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.695
ELB improved by 5.80675

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.889
ELB improved by 4.80612

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.414
ELB improved by 3.47561

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.115
ELB improved by 2.2987

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.628
ELB improved by 1.48688

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.635
ELB improved by 0.992962

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.933
ELB improved by 0.702183

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.407
ELB improved by 0.526333

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.993
ELB improved by 0.413791

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.656
ELB improved by 0.33714

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.374
ELB improved by 0.282034

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.133
ELB improved by 0.24073

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.924
ELB improved by 0.20881

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.741
ELB improved by 0.183595

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.577
ELB improved by 0.16336

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.43
ELB improved by 0.146941

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.297
ELB improved by 0.133522

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.174
ELB improved by 0.122513

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.061
ELB improved by 0.113481

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.955
ELB improved by 0.106105

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.854
ELB improved by 0.100145

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.759
ELB improved by 0.0954306

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.667
ELB improved by 0.0918423

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.578
ELB improved by 0.0893135

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.49
ELB improved by 0.0878275

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.403
ELB improved by 0.0874251

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.314
ELB improved by 0.0882183

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.224
ELB improved by 0.0904114

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.13
ELB improved by 0.09433

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.029
ELB improved by 0.100447

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.92
ELB improved by 0.109372

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.798
ELB improved by 0.121755

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.66
ELB improved by 0.138003

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.502
ELB improved by 0.157891

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.322
ELB improved by 0.180303

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.118
ELB improved by 0.203404

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.893
ELB improved by 0.225238

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.648
ELB improved by 0.244912

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.384
ELB improved by 0.264143

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.097
ELB improved by 0.287217

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.778
ELB improved by 0.318494

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.419
ELB improved by 0.358963

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.017
ELB improved by 0.402759

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.58
ELB improved by 0.436956

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.13
ELB improved by 0.450133

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.688
ELB improved by 0.441489

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.271
ELB improved by 0.417395

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.887
ELB improved by 0.384192

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.54
ELB improved by 0.346601

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.231
ELB improved by 0.308602

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.958
ELB improved by 0.273831

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.712
ELB improved by 0.245413

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.487
ELB improved by 0.225474

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.272
ELB improved by 0.214168

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.064
ELB improved by 0.208445

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.862
ELB improved by 0.202386

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.671
ELB improved by 0.19086

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.498
ELB improved by 0.173125

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.346
ELB improved by 0.151978

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.215
ELB improved by 0.130613

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.104
ELB improved by 0.110812

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.011
ELB improved by 0.0929399

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.935
ELB improved by 0.0768134

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.872
ELB improved by 0.0624009

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.822
ELB improved by 0.0499326

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.783
ELB improved by 0.0396386

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.751
ELB improved by 0.0315177

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.726
ELB improved by 0.0253223

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.705
ELB improved by 0.0206784

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.688
ELB improved by 0.0172084

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.673
ELB improved by 0.0145972

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.661
ELB improved by 0.012608

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.65
ELB improved by 0.0110729

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.64
ELB improved by 0.00987561

ELB converged
== testthat results  ===========================================================
[ OK: 24 | SKIPPED: 0 | WARNINGS: 0 | FAILED: 0 ]
> 
> proc.time()
   user  system elapsed 
   2.48    0.18    2.65 

graper.Rcheck/tests_x64/testthat.Rout


R version 3.6.3 (2020-02-29) -- "Holding the Windsock"
Copyright (C) 2020 The R Foundation for Statistical Computing
Platform: x86_64-w64-mingw32/x64 (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.

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> library(testthat)
> library(graper)
> 
> test_check("graper")
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-868.351
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-580.503
ELB improved by 287.848

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-518.437
ELB improved by 62.0658

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-476.579
ELB improved by 41.8579

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.451
ELB improved by 20.128

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.176
ELB improved by 8.27482

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.797
ELB improved by 4.37907

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.468
ELB improved by 3.32948

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.53
ELB improved by 2.93785

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.797
ELB improved by 2.73315

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.199
ELB improved by 2.5975

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.701
ELB improved by 2.49837

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.284
ELB improved by 2.41681

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.963
ELB improved by 2.32148

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.789
ELB improved by 2.17351

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.835
ELB improved by 1.95368

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.157
ELB improved by 1.67848

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.78
ELB improved by 1.37683

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.713
ELB improved by 1.06736

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.931
ELB improved by 0.78165

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.373
ELB improved by 0.558351

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.97
ELB improved by 0.403003

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.672
ELB improved by 0.297594

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.447
ELB improved by 0.225608

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.269
ELB improved by 0.177092

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.125
ELB improved by 0.144986

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.001
ELB improved by 0.123721

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.891
ELB improved by 0.109307

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.792
ELB improved by 0.0991721

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.701
ELB improved by 0.0917455

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.614
ELB improved by 0.086085

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.533
ELB improved by 0.0816403

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.455
ELB improved by 0.0781182

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.379
ELB improved by 0.075391

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.306
ELB improved by 0.0734181

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.234
ELB improved by 0.072183

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.162
ELB improved by 0.0716607

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.09
ELB improved by 0.0718142

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.018
ELB improved by 0.0726056

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.944
ELB improved by 0.0740069

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.868
ELB improved by 0.0760049

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.789
ELB improved by 0.0786022

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.707
ELB improved by 0.081817

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.622
ELB improved by 0.0856829

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.531
ELB improved by 0.0902514

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.436
ELB improved by 0.0955958

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.334
ELB improved by 0.101817

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.225
ELB improved by 0.109052

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.107
ELB improved by 0.117482

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.98
ELB improved by 0.127336

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.841
ELB improved by 0.138896

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.689
ELB improved by 0.152479

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.52
ELB improved by 0.168409

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.333
ELB improved by 0.186966

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.125
ELB improved by 0.208356

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.892
ELB improved by 0.232722

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.632
ELB improved by 0.260219

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.341
ELB improved by 0.291096

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.015
ELB improved by 0.325682

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.651
ELB improved by 0.364263

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.244
ELB improved by 0.406872

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.791
ELB improved by 0.453046

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.289
ELB improved by 0.501495

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.74
ELB improved by 0.549657

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.147
ELB improved by 0.593242

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.52
ELB improved by 0.626131

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.879
ELB improved by 0.641138

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.247
ELB improved by 0.632026

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.651
ELB improved by 0.596246

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.114
ELB improved by 0.536855

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.652
ELB improved by 0.46202

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.27
ELB improved by 0.382107

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.964
ELB improved by 0.306172

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.724
ELB improved by 0.239858

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.539
ELB improved by 0.18528

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.397
ELB improved by 0.14212

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.288
ELB improved by 0.108893

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.204
ELB improved by 0.083787

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.139
ELB improved by 0.065052

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.088
ELB improved by 0.0511524

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.047
ELB improved by 0.0408303

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.014
ELB improved by 0.0331222

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.986
ELB improved by 0.0273261

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.964
ELB improved by 0.0229411

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.944
ELB improved by 0.0196062

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.927
ELB improved by 0.0170545

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.912
ELB improved by 0.0150838

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.898
ELB improved by 0.0135389

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.886
ELB improved by 0.0123006

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.875
ELB improved by 0.0112784

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.864
ELB improved by 0.0104056

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.855
ELB improved by 0.00963509

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-885.59
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-578.003
ELB improved by 307.587

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-517.51
ELB improved by 60.4937

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-480.055
ELB improved by 37.4544

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-463.114
ELB improved by 16.9411

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.835
ELB improved by 7.27964

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.632
ELB improved by 4.20213

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.36
ELB improved by 3.27222

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.365
ELB improved by 2.99472

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.399
ELB improved by 2.96601

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.348
ELB improved by 3.05119

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.156
ELB improved by 3.19184

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.818
ELB improved by 3.33874

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.398
ELB improved by 3.41977

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.087
ELB improved by 3.31055

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.231
ELB improved by 2.85621

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.098
ELB improved by 2.13281

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.63
ELB improved by 1.4688

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.603
ELB improved by 1.02607

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.843
ELB improved by 0.760779

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.246
ELB improved by 0.597146

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.749
ELB improved by 0.496449

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.311
ELB improved by 0.438568

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.903
ELB improved by 0.40787

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.51
ELB improved by 0.392906

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.123
ELB improved by 0.386503

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.739
ELB improved by 0.384613

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.354
ELB improved by 0.385133

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.966
ELB improved by 0.387101

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.576
ELB improved by 0.390227

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.182
ELB improved by 0.394612

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.781
ELB improved by 0.40057

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.372
ELB improved by 0.408541

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.953
ELB improved by 0.419093

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.52
ELB improved by 0.433098

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.068
ELB improved by 0.452113

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.589
ELB improved by 0.478835

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.073
ELB improved by 0.516573

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.508
ELB improved by 0.564877

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.896
ELB improved by 0.612001

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.255
ELB improved by 0.640639

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.607
ELB improved by 0.648721

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.959
ELB improved by 0.647205

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.313
ELB improved by 0.646025

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.657
ELB improved by 0.656407

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.959
ELB improved by 0.698281

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.158
ELB improved by 0.800838

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.197
ELB improved by 0.960266

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.179
ELB improved by 1.01807

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.34
ELB improved by 0.839707

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.762
ELB improved by 0.57817

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.388
ELB improved by 0.373155

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.144
ELB improved by 0.24433

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.975
ELB improved by 0.169318

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.849
ELB improved by 0.126014

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.749
ELB improved by 0.0999913

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.666
ELB improved by 0.0826674

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.597
ELB improved by 0.0693359

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.539
ELB improved by 0.0579179

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.491
ELB improved by 0.0479356

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.451
ELB improved by 0.0395364

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.419
ELB improved by 0.0328171

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.391
ELB improved by 0.0276193

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.367
ELB improved by 0.0236296

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.347
ELB improved by 0.0205257

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.329
ELB improved by 0.0180516

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.313
ELB improved by 0.0160283

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.298
ELB improved by 0.0143372

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.285
ELB improved by 0.0129005

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.274
ELB improved by 0.0116655

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.263
ELB improved by 0.0105951

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.254
ELB improved by 0.00966182

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-904.039
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-589.636
ELB improved by 314.403

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-530.613
ELB improved by 59.0236

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-494.557
ELB improved by 36.0556

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-477.987
ELB improved by 16.5697

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-469.994
ELB improved by 7.99362

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.653
ELB improved by 5.34054

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.001
ELB improved by 4.65172

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.561
ELB improved by 4.44011

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.299
ELB improved by 4.26248

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.398
ELB improved by 3.90114

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.098
ELB improved by 3.30004

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.531
ELB improved by 2.5669

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.65
ELB improved by 1.88085

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.292
ELB improved by 1.35824

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.28
ELB improved by 1.01133

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.483
ELB improved by 0.797786

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.812
ELB improved by 0.670154

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.222
ELB improved by 0.590636

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.693
ELB improved by 0.529025

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.226
ELB improved by 0.466645

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.823
ELB improved by 0.403004

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.477
ELB improved by 0.346357

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.176
ELB improved by 0.300886

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.91
ELB improved by 0.265795

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.671
ELB improved by 0.238809

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.453
ELB improved by 0.217942

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.252
ELB improved by 0.20179

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.062
ELB improved by 0.189425

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.882
ELB improved by 0.180256

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.708
ELB improved by 0.17394

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.538
ELB improved by 0.170315

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.368
ELB improved by 0.169336

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.197
ELB improved by 0.170968

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.022
ELB improved by 0.175021

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.841
ELB improved by 0.181003

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.653
ELB improved by 0.188141

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.458
ELB improved by 0.19559

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.255
ELB improved by 0.202495

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.047
ELB improved by 0.207885

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.836
ELB improved by 0.211095

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.624
ELB improved by 0.212503

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.41
ELB improved by 0.213468

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.195
ELB improved by 0.215537

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.975
ELB improved by 0.219815

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.748
ELB improved by 0.226782

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.512
ELB improved by 0.236347

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.264
ELB improved by 0.247991

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.003
ELB improved by 0.260873

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.729
ELB improved by 0.273897

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.443
ELB improved by 0.285785

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.148
ELB improved by 0.29526

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.847
ELB improved by 0.301246

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.544
ELB improved by 0.302998

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.243
ELB improved by 0.300136

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.951
ELB improved by 0.292658

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.67
ELB improved by 0.280976

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.404
ELB improved by 0.265889

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.155
ELB improved by 0.248443

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.926
ELB improved by 0.229726

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.715
ELB improved by 0.210676

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.523
ELB improved by 0.191965

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.349
ELB improved by 0.173972

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.192
ELB improved by 0.156817

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.052
ELB improved by 0.140467

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.927
ELB improved by 0.124866

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.817
ELB improved by 0.110065

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.721
ELB improved by 0.0962531

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.637
ELB improved by 0.0836751

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.565
ELB improved by 0.0725054

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.502
ELB improved by 0.0627845

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.447
ELB improved by 0.0544329

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.4
ELB improved by 0.0473028

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.359
ELB improved by 0.0412271

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.323
ELB improved by 0.0360466

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.291
ELB improved by 0.0316215

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.263
ELB improved by 0.0278333

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.239
ELB improved by 0.0245826

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.217
ELB improved by 0.0217867

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.198
ELB improved by 0.0193764

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.18
ELB improved by 0.0172939

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.165
ELB improved by 0.0154907

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.151
ELB improved by 0.013926

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.138
ELB improved by 0.0125655

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.127
ELB improved by 0.0113802

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.117
ELB improved by 0.0103455

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.107
ELB improved by 0.00944079

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-852.346
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-563.783
ELB improved by 288.563

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-506.183
ELB improved by 57.5998

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-468.687
ELB improved by 37.4962

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.581
ELB improved by 19.106

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.632
ELB improved by 8.94866

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.322
ELB improved by 5.31002

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.095
ELB improved by 4.22721

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.114
ELB improved by 3.98108

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.142
ELB improved by 3.97181

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.205
ELB improved by 3.93725

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.479
ELB improved by 3.72545

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.191
ELB improved by 3.28885

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.469
ELB improved by 2.72108

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.283
ELB improved by 2.186

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.5
ELB improved by 1.78369

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.024
ELB improved by 1.47552

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.809
ELB improved by 1.21574

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.804
ELB improved by 1.00489

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.989
ELB improved by 0.814857

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.356
ELB improved by 0.633087

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.872
ELB improved by 0.483348

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.493
ELB improved by 0.379384

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.178
ELB improved by 0.31534

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.899
ELB improved by 0.278685

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.64
ELB improved by 0.258915

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.391
ELB improved by 0.249353

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.144
ELB improved by 0.246219

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.897
ELB improved by 0.247508

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.645
ELB improved by 0.252261

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.385
ELB improved by 0.260183

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.113
ELB improved by 0.271472

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.826
ELB improved by 0.286768

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.519
ELB improved by 0.307212

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.184
ELB improved by 0.334619

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.813
ELB improved by 0.371876

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.389
ELB improved by 0.423807

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.89
ELB improved by 0.499097

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.275
ELB improved by 0.614226

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.478
ELB improved by 0.797133

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.417
ELB improved by 1.06149

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.103
ELB improved by 1.31388

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.68
ELB improved by 1.42333

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.293
ELB improved by 1.38642

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.071
ELB improved by 1.22199

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.091
ELB improved by 0.980219

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.359
ELB improved by 0.732264

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.834
ELB improved by 0.524456

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.464
ELB improved by 0.370561

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.2
ELB improved by 0.264142

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.007
ELB improved by 0.192645

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.862
ELB improved by 0.144993

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.749
ELB improved by 0.113371

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.656
ELB improved by 0.0926103

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.577
ELB improved by 0.0791069

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.507
ELB improved by 0.0698859

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.445
ELB improved by 0.0621423

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.391
ELB improved by 0.0536917

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.347
ELB improved by 0.0440214

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.313
ELB improved by 0.0343598

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.287
ELB improved by 0.0261925

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.266
ELB improved by 0.0200498

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.251
ELB improved by 0.0156461

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.238
ELB improved by 0.0124825

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.228
ELB improved by 0.0101557

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.22
ELB improved by 0.00839888

ELB converged
== testthat results  ===========================================================
[ OK: 24 | SKIPPED: 0 | WARNINGS: 0 | FAILED: 0 ]
> 
> proc.time()
   user  system elapsed 
   2.67    0.25    2.90 

Example timings

graper.Rcheck/examples_i386/graper-Ex.timings

nameusersystemelapsed
coef.graper0.060.000.06
getPIPs0.070.000.06
graper0.090.010.11
makeExampleData0.020.000.02
makeExampleDataWithUnequalGroups0.000.020.01
plotELBO0.200.031.10
plotGroupPenalties0.800.050.86
plotPosterior0.560.030.59
predict.graper2.010.012.03
print.graper0.050.020.06

graper.Rcheck/examples_x64/graper-Ex.timings

nameusersystemelapsed
coef.graper0.070.031.11
getPIPs0.070.000.08
graper0.110.020.12
makeExampleData0.010.000.02
makeExampleDataWithUnequalGroups0.020.000.01
plotELBO0.340.030.38
plotGroupPenalties1.050.031.08
plotPosterior0.630.000.62
predict.graper2.280.062.39
print.graper0.050.000.04