Multiple platform build/check report for BioC 3.15 - CHECK results for graper on riesling1

Hostname	OS	Arch (*)	R version	Installed pkgs
nebbiolo1	Linux (Ubuntu 20.04.4 LTS)	x86_64	R Under development (unstable) (2022-02-17 r81757) -- "Unsuffered Consequences"	4334
riesling1	Windows Server 2019 Standard	x64	R Under development (unstable) (2021-11-21 r81221) -- "Unsuffered Consequences"	4097
palomino3	Windows Server 2022 Datacenter	x64	R Under development (unstable) (2022-02-17 r81757 ucrt) -- "Unsuffered Consequences"	4083
merida1	macOS 10.14.6 Mojave	x86_64	R Under development (unstable) (2022-03-02 r81842) -- "Unsuffered Consequences"	4134
Click on any hostname to see more info about the system (e.g. compilers) () as reported by 'uname -p', except on Windows and Mac OS X*

Package: graper

Version: 1.11.0

Command: D:\biocbuild\bbs-3.15-bioc\R\bin\R.exe CMD check --no-multiarch --install=check:graper.install-out.txt --library=D:\biocbuild\bbs-3.15-bioc\R\library --no-vignettes --timings graper_1.11.0.tar.gz

StartedAt: 2022-03-17 19:15:34 -0400 (Thu, 17 Mar 2022)

EndedAt: 2022-03-17 19:16:52 -0400 (Thu, 17 Mar 2022)

EllapsedTime: 78.4 seconds

RetCode: 0

Status: OK

CheckDir: graper.Rcheck

Warnings: 0

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###
### Running command:
###
###   D:\biocbuild\bbs-3.15-bioc\R\bin\R.exe CMD check --no-multiarch --install=check:graper.install-out.txt --library=D:\biocbuild\bbs-3.15-bioc\R\library --no-vignettes --timings graper_1.11.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory 'D:/biocbuild/bbs-3.15-bioc/meat/graper.Rcheck'
* using R Under development (unstable) (2021-11-21 r81221)
* 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 '1.11.0'
* 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
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... OK
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... NOTE
Note: information on .o files for x64 is not available
File 'D:/biocbuild/bbs-3.15-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 ... OK
* checking for unstated dependencies in 'tests' ... OK
* checking tests ...
  Running 'testthat.R'
 OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes in 'inst/doc' ... OK
* checking running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE

Status: 1 NOTE
See
  'D:/biocbuild/bbs-3.15-bioc/meat/graper.Rcheck/00check.log'
for details.

##############################################################################
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###
### Running command:
###
###   D:\biocbuild\bbs-3.15-bioc\R\bin\R.exe CMD INSTALL graper
###
##############################################################################
##############################################################################


* installing to library 'D:/biocbuild/bbs-3.15-bioc/R/library'
* installing *source* package 'graper' ...
** using staged installation
** libs
"C:/rtools40/mingw64/bin/"g++  -std=gnu++11 -I"D:/biocbuild/bbs-3.15-bioc/R/include" -DNDEBUG  -I'D:/biocbuild/bbs-3.15-bioc/R/library/Rcpp/include' -I'D:/biocbuild/bbs-3.15-bioc/R/library/RcppArmadillo/include' -I'D:/biocbuild/bbs-3.15-bioc/R/library/BH/include'   -I"C:/extsoft/include"     -O2 -Wall  -mfpmath=sse -msse2 -mstackrealign -fno-reorder-blocks-and-partition  -c RcppExports.cpp -o RcppExports.o
"C:/rtools40/mingw64/bin/"g++  -std=gnu++11 -I"D:/biocbuild/bbs-3.15-bioc/R/include" -DNDEBUG  -I'D:/biocbuild/bbs-3.15-bioc/R/library/Rcpp/include' -I'D:/biocbuild/bbs-3.15-bioc/R/library/RcppArmadillo/include' -I'D:/biocbuild/bbs-3.15-bioc/R/library/BH/include'   -I"C:/extsoft/include"     -O2 -Wall  -mfpmath=sse -msse2 -mstackrealign -fno-reorder-blocks-and-partition  -c fit_graper.cpp -o fit_graper.o
In file included from D:/biocbuild/bbs-3.15-bioc/R/library/BH/include/boost/mpl/aux_/na_assert.hpp:23,
                 from D:/biocbuild/bbs-3.15-bioc/R/library/BH/include/boost/mpl/arg.hpp:25,
                 from D:/biocbuild/bbs-3.15-bioc/R/library/BH/include/boost/mpl/placeholders.hpp:24,
                 from D:/biocbuild/bbs-3.15-bioc/R/library/BH/include/boost/iterator/iterator_categories.hpp:16,
                 from D:/biocbuild/bbs-3.15-bioc/R/library/BH/include/boost/iterator/iterator_facade.hpp:13,
                 from D:/biocbuild/bbs-3.15-bioc/R/library/BH/include/boost/range/iterator_range_core.hpp:27,
                 from D:/biocbuild/bbs-3.15-bioc/R/library/BH/include/boost/lexical_cast.hpp:30,
                 from D:/biocbuild/bbs-3.15-bioc/R/library/BH/include/boost/math/tools/lexical_cast.hpp:12,
                 from D:/biocbuild/bbs-3.15-bioc/R/library/BH/include/boost/math/tools/convert_from_string.hpp:14,
                 from D:/biocbuild/bbs-3.15-bioc/R/library/BH/include/boost/math/constants/constants.hpp:14,
                 from D:/biocbuild/bbs-3.15-bioc/R/library/BH/include/boost/math/special_functions/digamma.hpp:20,
                 from graper_linear_dense_ff.h:2,
                 from fit_graper.cpp:4:
D:/biocbuild/bbs-3.15-bioc/R/library/BH/include/boost/mpl/assert.hpp:194:21: warning: unnecessary parentheses in declaration of 'assert_arg' [-Wparentheses]
 failed ************ (Pred::************
                     ^
D:/biocbuild/bbs-3.15-bioc/R/library/BH/include/boost/mpl/assert.hpp:199:21: warning: unnecessary parentheses in declaration of 'assert_not_arg' [-Wparentheses]
 failed ************ (boost::mpl::not_<Pred>::************
                     ^
C:/rtools40/mingw64/bin/g++ -shared -s -static-libgcc -o graper.dll tmp.def RcppExports.o fit_graper.o -LD:/biocbuild/bbs-3.15-bioc/R/bin/x64 -lRlapack -LD:/biocbuild/bbs-3.15-bioc/R/bin/x64 -lRblas -lgfortran -lm -lquadmath -LC:/extsoft/lib/x64 -LC:/extsoft/lib -LD:/biocbuild/bbs-3.15-bioc/R/bin/x64 -lR
installing to D:/biocbuild/bbs-3.15-bioc/R/library/00LOCK-graper/00new/graper/libs/x64
** 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
* DONE (graper)
Making 'packages.html' ...Warning in packageDescription(i, lib.loc = lib, fields = "Title", encoding = "UTF-8") :
  DESCRIPTION file of package 'bioDist' is missing or broken
Warning in packageDescription(i, lib.loc = lib, fields = "Title", encoding = "UTF-8") :
  DESCRIPTION file of package 'rcellminer' is missing or broken
 done


R Under development (unstable) (2021-11-21 r81221) -- "Unsuffered Consequences"
Copyright (C) 2021 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.

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=-832.125
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-575.07
ELB improved by 257.055

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-514.406
ELB improved by 60.6643

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-471.822
ELB improved by 42.5838

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.408
ELB improved by 20.4139

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.991
ELB improved by 8.41735

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.054
ELB improved by 4.9362

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.668
ELB improved by 4.38605

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.027
ELB improved by 4.64096

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.914
ELB improved by 5.11329

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.537
ELB improved by 5.37685

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.517
ELB improved by 5.02017

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.524
ELB improved by 3.99316

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.827
ELB improved by 2.69646

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.186
ELB improved by 1.6416

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.171
ELB improved by 1.01482

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.484
ELB improved by 0.686774

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.973
ELB improved by 0.510767

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.565
ELB improved by 0.408369

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.221
ELB improved by 0.344034

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.92
ELB improved by 0.301183

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.648
ELB improved by 0.271396

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.398
ELB improved by 0.250007

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.164
ELB improved by 0.234219

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.942
ELB improved by 0.222239

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.729
ELB improved by 0.212842

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.524
ELB improved by 0.205147

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.325
ELB improved by 0.198494

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.133
ELB improved by 0.192384

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.947
ELB improved by 0.186446

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.766
ELB improved by 0.180421

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.592
ELB improved by 0.174156

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.424
ELB improved by 0.167593

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.264
ELB improved by 0.16076

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.11
ELB improved by 0.15375

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.963
ELB improved by 0.146706

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.823
ELB improved by 0.1398

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.69
ELB improved by 0.133217

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.563
ELB improved by 0.127143

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.441
ELB improved by 0.121769

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.324
ELB improved by 0.1173

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.21
ELB improved by 0.113986

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.098
ELB improved by 0.11218

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.985
ELB improved by 0.112431

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.87
ELB improved by 0.115627

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.747
ELB improved by 0.12315

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.61
ELB improved by 0.136751

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.453
ELB improved by 0.157244

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.272
ELB improved by 0.180934

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.074
ELB improved by 0.197306

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.877
ELB improved by 0.197556

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.691
ELB improved by 0.18555

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.521
ELB improved by 0.170654

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.363
ELB improved by 0.157383

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.217
ELB improved by 0.146055

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.081
ELB improved by 0.135976

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.955
ELB improved by 0.126627

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.837
ELB improved by 0.117773

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.727
ELB improved by 0.109361

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.626
ELB improved by 0.10143

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.532
ELB improved by 0.0940674

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.445
ELB improved by 0.0873863

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.363
ELB improved by 0.0815175

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.286
ELB improved by 0.0766169

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.214
ELB improved by 0.072875

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.143
ELB improved by 0.0705201

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.073
ELB improved by 0.0697853

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.003
ELB improved by 0.0707757

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.929
ELB improved by 0.073143

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.854
ELB improved by 0.0756062

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.778
ELB improved by 0.075857

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.706
ELB improved by 0.0717797

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.643
ELB improved by 0.0634374

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.59
ELB improved by 0.0531532

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.546
ELB improved by 0.0433429

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.511
ELB improved by 0.0351007

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.483
ELB improved by 0.0285055

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.459
ELB improved by 0.0232936

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.44
ELB improved by 0.0191793

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.424
ELB improved by 0.0159277

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.411
ELB improved by 0.0133541

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.4
ELB improved by 0.0113132

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.39
ELB improved by 0.00969029

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-900.196
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-585.655
ELB improved by 314.541

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-527.873
ELB improved by 57.7828

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-490.067
ELB improved by 37.8051

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-472.376
ELB improved by 17.6914

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.748
ELB improved by 7.62799

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.145
ELB improved by 4.60269

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.248
ELB improved by 3.89714

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.372
ELB improved by 3.87628

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.253
ELB improved by 4.11937

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.765
ELB improved by 4.48707

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.85
ELB improved by 4.91547

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.5
ELB improved by 5.34967

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.906
ELB improved by 5.59397

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.768
ELB improved by 5.13885

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.679
ELB improved by 4.08859

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.69
ELB improved by 2.98929

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.596
ELB improved by 2.09358

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.116
ELB improved by 1.48019

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.015
ELB improved by 1.10099

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.139
ELB improved by 0.875953

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.408
ELB improved by 0.73124

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.804
ELB improved by 0.603432

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.331
ELB improved by 0.473588

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.967
ELB improved by 0.364076

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.68
ELB improved by 0.286382

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.446
ELB improved by 0.234371

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.247
ELB improved by 0.199304

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.072
ELB improved by 0.175033

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.914
ELB improved by 0.157829

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.768
ELB improved by 0.145497

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.631
ELB improved by 0.136726

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.501
ELB improved by 0.130708

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.374
ELB improved by 0.126928

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.249
ELB improved by 0.125057

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.124
ELB improved by 0.124886

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.998
ELB improved by 0.1263

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.868
ELB improved by 0.129257

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.735
ELB improved by 0.133785

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.595
ELB improved by 0.13998

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.447
ELB improved by 0.148013

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.288
ELB improved by 0.158114

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.118
ELB improved by 0.170509

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.933
ELB improved by 0.185209

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.731
ELB improved by 0.201574

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.513
ELB improved by 0.217763

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.283
ELB improved by 0.230744

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.045
ELB improved by 0.237614

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.808
ELB improved by 0.2374

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.576
ELB improved by 0.231232

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.355
ELB improved by 0.220883

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.148
ELB improved by 0.207697

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.955
ELB improved by 0.192514

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.779
ELB improved by 0.175954

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.621
ELB improved by 0.158598

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.48
ELB improved by 0.141031

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.356
ELB improved by 0.123811

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.248
ELB improved by 0.107425

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.156
ELB improved by 0.0922499

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.078
ELB improved by 0.0785359

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.011
ELB improved by 0.066407

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.955
ELB improved by 0.0558791

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.909
ELB improved by 0.0468857

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.869
ELB improved by 0.0393046

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.836
ELB improved by 0.0329827

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.808
ELB improved by 0.027755

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.785
ELB improved by 0.0234595

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.765
ELB improved by 0.019945

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.748
ELB improved by 0.0170765

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.733
ELB improved by 0.0147372

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.72
ELB improved by 0.0128279

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.709
ELB improved by 0.0112662

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.699
ELB improved by 0.00998439

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-887.886
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-583.238
ELB improved by 304.648

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-523.315
ELB improved by 59.9229

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-483.892
ELB improved by 39.4224

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.459
ELB improved by 19.433

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.821
ELB improved by 8.63809

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.884
ELB improved by 4.93756

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.148
ELB improved by 3.73544

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.909
ELB improved by 3.23954

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.96
ELB improved by 2.94875

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.278
ELB improved by 2.68172

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.891
ELB improved by 2.38744

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.822
ELB improved by 2.06848

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.086
ELB improved by 1.736

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.685
ELB improved by 1.40116

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.599
ELB improved by 1.08642

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.779
ELB improved by 0.819626

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.163
ELB improved by 0.616371

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.689
ELB improved by 0.473842

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.311
ELB improved by 0.378482

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.995
ELB improved by 0.31553

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.722
ELB improved by 0.273517

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.477
ELB improved by 0.244834

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.252
ELB improved by 0.224913

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.041
ELB improved by 0.211204

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.838
ELB improved by 0.202289

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.641
ELB improved by 0.197251

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.446
ELB improved by 0.195341

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.25
ELB improved by 0.195878

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.052
ELB improved by 0.198237

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.85
ELB improved by 0.201856

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.643
ELB improved by 0.206236

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.433
ELB improved by 0.210944

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.217
ELB improved by 0.215629

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.997
ELB improved by 0.220042

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.773
ELB improved by 0.224061

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.545
ELB improved by 0.227689

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.314
ELB improved by 0.231037

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.08
ELB improved by 0.234281

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.842
ELB improved by 0.237599

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.601
ELB improved by 0.241106

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.356
ELB improved by 0.244801

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.108
ELB improved by 0.248535

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.856
ELB improved by 0.251998

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.601
ELB improved by 0.254749

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.345
ELB improved by 0.25627

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.089
ELB improved by 0.256057

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.835
ELB improved by 0.253732

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.586
ELB improved by 0.249178

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.343
ELB improved by 0.242666

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.108
ELB improved by 0.234936

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.881
ELB improved by 0.227203

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.66
ELB improved by 0.220988

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.442
ELB improved by 0.217634

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.225
ELB improved by 0.217347

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.007
ELB improved by 0.218157

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.791
ELB improved by 0.216258

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.582
ELB improved by 0.208682

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.386
ELB improved by 0.195628

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.207
ELB improved by 0.179739

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.042
ELB improved by 0.164416

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.889
ELB improved by 0.153272

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.739
ELB improved by 0.150093

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.58
ELB improved by 0.158331

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.402
ELB improved by 0.177945

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.206
ELB improved by 0.196666

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.017
ELB improved by 0.189222

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.867
ELB improved by 0.149707

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.763
ELB improved by 0.103864

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.692
ELB improved by 0.0706429

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.642
ELB improved by 0.0505867

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.603
ELB improved by 0.038873

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.571
ELB improved by 0.031849

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.544
ELB improved by 0.0275178

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.519
ELB improved by 0.0248575

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.495
ELB improved by 0.0233289

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.473
ELB improved by 0.0226244

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.45
ELB improved by 0.0225457

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.427
ELB improved by 0.0229416

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.404
ELB improved by 0.0236768

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.379
ELB improved by 0.0246269

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.353
ELB improved by 0.0256961

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.326
ELB improved by 0.0268511

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.298
ELB improved by 0.028153

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.268
ELB improved by 0.0297721

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.236
ELB improved by 0.0319842

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.201
ELB improved by 0.0351658

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.162
ELB improved by 0.039798

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.115
ELB improved by 0.0464613

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.059
ELB improved by 0.0557473

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.991
ELB improved by 0.0679696

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.909
ELB improved by 0.0826655

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.81
ELB improved by 0.0983124

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.698
ELB improved by 0.11283

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.574
ELB improved by 0.123988

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.445
ELB improved by 0.128364

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.323
ELB improved by 0.122505

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.214
ELB improved by 0.109117

iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.117
ELB improved by 0.0969308

iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.026
ELB improved by 0.09028

iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.941
ELB improved by 0.0850508

iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.866
ELB improved by 0.0755391

iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.804
ELB improved by 0.0615605

iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.757
ELB improved by 0.0473619

iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.721
ELB improved by 0.0362447

iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.692
ELB improved by 0.0287258

iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.668
ELB improved by 0.0238619

iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.647
ELB improved by 0.0205499

iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.629
ELB improved by 0.0180032

iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.614
ELB improved by 0.0157885

iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.6
ELB improved by 0.0137335

iteration 112
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.588
ELB improved by 0.0118201

iteration 113
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.578
ELB improved by 0.0100929

iteration 114
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.569
ELB improved by 0.00859806

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-877.651
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-606.4
ELB improved by 271.251

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-547.87
ELB improved by 58.5304

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-501.833
ELB improved by 46.0372

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-476.218
ELB improved by 25.6148

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.658
ELB improved by 11.5595

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.136
ELB improved by 6.52273

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.715
ELB improved by 5.42114

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.036
ELB improved by 5.67892

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.665
ELB improved by 6.37065

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.973
ELB improved by 6.69246

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.131
ELB improved by 5.84173

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.093
ELB improved by 4.0379

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.719
ELB improved by 2.37384

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.347
ELB improved by 1.37185

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.487
ELB improved by 0.86059

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.891
ELB improved by 0.595516

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.445
ELB improved by 0.445662

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.093
ELB improved by 0.352823

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.802
ELB improved by 0.29074

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.555
ELB improved by 0.246674

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.341
ELB improved by 0.21392

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.153
ELB improved by 0.188667

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.984
ELB improved by 0.168606

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.832
ELB improved by 0.15226

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.693
ELB improved by 0.138646

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.566
ELB improved by 0.127082

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.449
ELB improved by 0.117086

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.341
ELB improved by 0.108308

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.24
ELB improved by 0.100492

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.147
ELB improved by 0.0934478

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.06
ELB improved by 0.0870353

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.979
ELB improved by 0.0811495

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.903
ELB improved by 0.0757128

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.832
ELB improved by 0.0706677

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.766
ELB improved by 0.065971

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.705
ELB improved by 0.0615906

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.647
ELB improved by 0.0575014

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.593
ELB improved by 0.0536839

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.543
ELB improved by 0.0501217

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.496
ELB improved by 0.0468004

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.453
ELB improved by 0.043707

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.412
ELB improved by 0.0408293

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.374
ELB improved by 0.0381552

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.338
ELB improved by 0.0356729

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.305
ELB improved by 0.0333708

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.273
ELB improved by 0.0312374

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.244
ELB improved by 0.0292616

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.217
ELB improved by 0.0274325

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.191
ELB improved by 0.0257396

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.167
ELB improved by 0.0241729

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.144
ELB improved by 0.022723

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.123
ELB improved by 0.0213809

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.103
ELB improved by 0.0201382

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.084
ELB improved by 0.0189874

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.066
ELB improved by 0.017921

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.049
ELB improved by 0.0169326

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.033
ELB improved by 0.0160159

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.018
ELB improved by 0.0151655

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.003
ELB improved by 0.0143761

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.99
ELB improved by 0.0136431

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.977
ELB improved by 0.0129623

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.964
ELB improved by 0.0123296

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.953
ELB improved by 0.0117416

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.941
ELB improved by 0.0111951

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.931
ELB improved by 0.0106871

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.92
ELB improved by 0.0102151

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.911
ELB improved by 0.00977652

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
   1.87    0.29    2.15

name	user	system	elapsed
coef.graper	0.06	0.00	0.06
getPIPs	0.04	0.02	0.05
graper	0.08	0.00	0.07
makeExampleData	0.01	0.00	0.02
makeExampleDataWithUnequalGroups	0	0	0
plotELBO	0.18	0.01	0.19
plotGroupPenalties	0.67	0.00	0.67
plotPosterior	0.59	0.06	0.66
predict.graper	2.19	0.02	2.23
print.graper	0.06	0.00	0.06

CHECK results for graper on riesling1

Summary

Command output

Installation output

Tests output

Example timings