Multiple platform build/check report for BioC 3.17 - CHECK results for graper on palomino3

Hostname	OS	Arch (*)	R version	Installed pkgs
nebbiolo1	Linux (Ubuntu 22.04.2 LTS)	x86_64	4.3.1 (2023-06-16) -- "Beagle Scouts"	4626
palomino3	Windows Server 2022 Datacenter	x64	4.3.1 (2023-06-16 ucrt) -- "Beagle Scouts"	4379
merida1	macOS 12.6.4 Monterey	x86_64	4.3.1 (2023-06-16) -- "Beagle Scouts"	4395
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: 1.16.1

Command: F:\biocbuild\bbs-3.17-bioc\R\bin\R.exe CMD check --no-multiarch --install=check:graper.install-out.txt --library=F:\biocbuild\bbs-3.17-bioc\R\library --no-vignettes --timings graper_1.16.1.tar.gz

StartedAt: 2023-10-16 02:48:51 -0400 (Mon, 16 Oct 2023)

EndedAt: 2023-10-16 02:50:09 -0400 (Mon, 16 Oct 2023)

EllapsedTime: 78.0 seconds

RetCode: 0

Status: OK

CheckDir: graper.Rcheck

Warnings: 0

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###
### Running command:
###
###   F:\biocbuild\bbs-3.17-bioc\R\bin\R.exe CMD check --no-multiarch --install=check:graper.install-out.txt --library=F:\biocbuild\bbs-3.17-bioc\R\library --no-vignettes --timings graper_1.16.1.tar.gz
###
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* using log directory 'F:/biocbuild/bbs-3.17-bioc/meat/graper.Rcheck'
* using R version 4.3.1 (2023-06-16 ucrt)
* using platform: x86_64-w64-mingw32 (64-bit)
* R was compiled by
    gcc.exe (GCC) 12.2.0
    GNU Fortran (GCC) 12.2.0
* running under: Windows Server 2022 x64 (build 20348)
* using session charset: UTF-8
* using option '--no-vignettes'
* checking for file 'graper/DESCRIPTION' ... OK
* checking extension type ... Package
* this is package 'graper' version '1.16.1'
* 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
* used C++ compiler: 'G__~1.EXE (GCC) 12.2.0'
* checking C++ specification ... NOTE
  Specified C++11: please drop specification unless essential
* 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 'F:/biocbuild/bbs-3.17-bioc/R/library/graper/libs/x64/graper.dll':
  Found 'abort', possibly from 'abort' (C), 'runtime' (Fortran)
  Found 'exit', possibly from 'exit' (C), 'stop' (Fortran)

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 nor [v]sprintf. 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: 2 NOTEs
See
  'F:/biocbuild/bbs-3.17-bioc/meat/graper.Rcheck/00check.log'
for details.

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###
### Running command:
###
###   F:\biocbuild\bbs-3.17-bioc\R\bin\R.exe CMD INSTALL graper
###
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* installing to library 'F:/biocbuild/bbs-3.17-bioc/R/library'
* installing *source* package 'graper' ...
** using staged installation
** libs
using C++ compiler: 'G__~1.EXE (GCC) 12.2.0'
using C++11
g++  -std=gnu++11 -I"F:/biocbuild/bbs-3.17-bioc/R/include" -DNDEBUG  -I'F:/biocbuild/bbs-3.17-bioc/R/library/Rcpp/include' -I'F:/biocbuild/bbs-3.17-bioc/R/library/RcppArmadillo/include' -I'F:/biocbuild/bbs-3.17-bioc/R/library/BH/include'   -I"C:/rtools43/x86_64-w64-mingw32.static.posix/include"     -O2 -Wall  -mfpmath=sse -msse2 -mstackrealign  -c RcppExports.cpp -o RcppExports.o
g++  -std=gnu++11 -I"F:/biocbuild/bbs-3.17-bioc/R/include" -DNDEBUG  -I'F:/biocbuild/bbs-3.17-bioc/R/library/Rcpp/include' -I'F:/biocbuild/bbs-3.17-bioc/R/library/RcppArmadillo/include' -I'F:/biocbuild/bbs-3.17-bioc/R/library/BH/include'   -I"C:/rtools43/x86_64-w64-mingw32.static.posix/include"     -O2 -Wall  -mfpmath=sse -msse2 -mstackrealign  -c fit_graper.cpp -o fit_graper.o
In file included from F:/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/mpl/aux_/na_assert.hpp:23,
                 from F:/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/mpl/arg.hpp:25,
                 from F:/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/mpl/placeholders.hpp:24,
                 from F:/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/iterator/iterator_categories.hpp:16,
                 from F:/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/iterator/iterator_facade.hpp:13,
                 from F:/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/range/iterator_range_core.hpp:27,
                 from F:/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/lexical_cast.hpp:30,
                 from F:/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/math/tools/convert_from_string.hpp:15,
                 from F:/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/math/constants/constants.hpp:14,
                 from F:/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/math/special_functions/digamma.hpp:20,
                 from graper_linear_dense_ff.h:2,
                 from fit_graper.cpp:4:
F:/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/mpl/assert.hpp:194:21: warning: unnecessary parentheses in declaration of 'assert_arg' [-Wparentheses]
  194 | failed ************ (Pred::************
      |                     ^~~~~~~~~~~~~~~~~~~
  195 |       assert_arg( void (*)(Pred), typename assert_arg_pred<Pred>::type )
      |       ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  196 |     );
      |     ~                
F:/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/mpl/assert.hpp:194:21: note: remove parentheses
  194 | failed ************ (Pred::************
      |                     ^~~~~~~~~~~~~~~~~~~
      |                     -
  195 |       assert_arg( void (*)(Pred), typename assert_arg_pred<Pred>::type )
      |       ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  196 |     );
      |     ~                
      |     -
F:/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/mpl/assert.hpp:199:21: warning: unnecessary parentheses in declaration of 'assert_not_arg' [-Wparentheses]
  199 | failed ************ (boost::mpl::not_<Pred>::************
      |                     ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  200 |       assert_not_arg( void (*)(Pred), typename assert_arg_pred_not<Pred>::type )
      |       ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  201 |     );
      |     ~                
F:/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/mpl/assert.hpp:199:21: note: remove parentheses
  199 | failed ************ (boost::mpl::not_<Pred>::************
      |                     ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
      |                     -
  200 |       assert_not_arg( void (*)(Pred), typename assert_arg_pred_not<Pred>::type )
      |       ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  201 |     );
      |     ~                
      |     -
g++ -shared -s -static-libgcc -o graper.dll tmp.def RcppExports.o fit_graper.o -LF:/biocbuild/bbs-3.17-bioc/R/bin/x64 -lRlapack -LF:/biocbuild/bbs-3.17-bioc/R/bin/x64 -lRblas -lgfortran -lm -lquadmath -LC:/rtools43/x86_64-w64-mingw32.static.posix/lib/x64 -LC:/rtools43/x86_64-w64-mingw32.static.posix/lib -LF:/biocbuild/bbs-3.17-bioc/R/bin/x64 -lR
installing to F:/biocbuild/bbs-3.17-bioc/R/library/00LOCK-graper/00new/graper/libs/x64
** R
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (graper)


R version 4.3.1 (2023-06-16 ucrt) -- "Beagle Scouts"
Copyright (C) 2023 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=-880.268
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-573.27
ELB improved by 306.999

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-511.684
ELB improved by 61.5851

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-472.514
ELB improved by 39.1706

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.967
ELB improved by 17.547

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.932
ELB improved by 7.03491

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.809
ELB improved by 4.12332

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.493
ELB improved by 3.31601

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.428
ELB improved by 3.06464

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.413
ELB improved by 3.01444

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.4
ELB improved by 3.01393

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.431
ELB improved by 2.96817

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.624
ELB improved by 2.80705

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.114
ELB improved by 2.51064

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.984
ELB improved by 2.12939

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.24
ELB improved by 1.74401

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.83
ELB improved by 1.41018

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.677
ELB improved by 1.15314

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.697
ELB improved by 0.980409

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.836
ELB improved by 0.860416

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.117
ELB improved by 0.719466

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.568
ELB improved by 0.548835

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.157
ELB improved by 0.410571

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.833
ELB improved by 0.323898

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.561
ELB improved by 0.272765

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.319
ELB improved by 0.241763

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.097
ELB improved by 0.222327

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.886
ELB improved by 0.210222

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.683
ELB improved by 0.203389

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.482
ELB improved by 0.200821

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.28
ELB improved by 0.202039

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.073
ELB improved by 0.20685

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.858
ELB improved by 0.215241

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.631
ELB improved by 0.227315

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.387
ELB improved by 0.243256

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.124
ELB improved by 0.263293

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.836
ELB improved by 0.28765

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.52
ELB improved by 0.316483

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.17
ELB improved by 0.34979

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.783
ELB improved by 0.387301

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.354
ELB improved by 0.428374

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.883
ELB improved by 0.471942

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.366
ELB improved by 0.516613

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.805
ELB improved by 0.560903

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.202
ELB improved by 0.603168

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.562
ELB improved by 0.639754

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.901
ELB improved by 0.660844

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.25
ELB improved by 0.651631

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.643
ELB improved by 0.60695

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.105
ELB improved by 0.537629

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.648
ELB improved by 0.456848

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.274
ELB improved by 0.374175

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.975
ELB improved by 0.298916

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.737
ELB improved by 0.238538

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.541
ELB improved by 0.19594

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.369
ELB improved by 0.171626

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.201
ELB improved by 0.167765

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.011
ELB improved by 0.190574

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.762
ELB improved by 0.248738

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.412
ELB improved by 0.349652

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.908
ELB improved by 0.504757

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.21
ELB improved by 0.697675

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.435
ELB improved by 0.774759

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.808
ELB improved by 0.627162

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.316
ELB improved by 0.491869

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.77
ELB improved by 0.546338

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.915
ELB improved by 0.854279

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.6
ELB improved by 1.3152

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.96
ELB improved by 1.63978

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.135
ELB improved by 1.82587

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.272
ELB improved by 1.86222

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.806
ELB improved by 1.46668

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.925
ELB improved by 0.880417

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.433
ELB improved by 0.492014

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.158
ELB improved by 0.27527

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.996
ELB improved by 0.162002

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.892
ELB improved by 0.104363

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.817
ELB improved by 0.0748691

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.758
ELB improved by 0.0592599

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.707
ELB improved by 0.0505259

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.662
ELB improved by 0.0452967

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.62
ELB improved by 0.0419448

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.58
ELB improved by 0.0396624

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.542
ELB improved by 0.03803

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.505
ELB improved by 0.0368158

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.469
ELB improved by 0.0358834

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.434
ELB improved by 0.0351473

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.4
ELB improved by 0.0345515

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.366
ELB improved by 0.0340585

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.332
ELB improved by 0.0336438

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.299
ELB improved by 0.0332924

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.266
ELB improved by 0.032997

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.233
ELB improved by 0.0327567

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.2
ELB improved by 0.0325755

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.168
ELB improved by 0.0324617

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.135
ELB improved by 0.0324266

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.103
ELB improved by 0.0324834

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.07
ELB improved by 0.0326461

iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.037
ELB improved by 0.0329288

iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.004
ELB improved by 0.0333446

iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.97
ELB improved by 0.033905

iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.936
ELB improved by 0.0346194

iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.9
ELB improved by 0.0354948

iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.863
ELB improved by 0.0365353

iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.826
ELB improved by 0.0377426

iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.787
ELB improved by 0.0391151

iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.746
ELB improved by 0.0406487

iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.704
ELB improved by 0.042336

iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.659
ELB improved by 0.0441668

iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.613
ELB improved by 0.0461275

iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.565
ELB improved by 0.0482008

iteration 112
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.515
ELB improved by 0.0503657

iteration 113
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.462
ELB improved by 0.0525968

iteration 114
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.407
ELB improved by 0.0548641

iteration 115
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.35
ELB improved by 0.0571325

iteration 116
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.291
ELB improved by 0.0593621

iteration 117
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.229
ELB improved by 0.0615079

iteration 118
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.166
ELB improved by 0.063521

iteration 119
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.1
ELB improved by 0.0653486

iteration 120
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.034
ELB improved by 0.0669366

iteration 121
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.965
ELB improved by 0.0682312

iteration 122
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.896
ELB improved by 0.0691813

iteration 123
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.826
ELB improved by 0.069742

iteration 124
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.756
ELB improved by 0.0698774

iteration 125
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.687
ELB improved by 0.0695636

iteration 126
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.618
ELB improved by 0.0687912

iteration 127
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.551
ELB improved by 0.0675666

iteration 128
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.485
ELB improved by 0.0659126

iteration 129
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.421
ELB improved by 0.0638675

iteration 130
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.359
ELB improved by 0.0614827

iteration 131
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.3
ELB improved by 0.0588198

iteration 132
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.245
ELB improved by 0.0559469

iteration 133
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.192
ELB improved by 0.0529348

iteration 134
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.142
ELB improved by 0.0498531

iteration 135
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.095
ELB improved by 0.0467669

iteration 136
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.051
ELB improved by 0.0437346

iteration 137
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.01
ELB improved by 0.0408055

iteration 138
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.972
ELB improved by 0.0380185

iteration 139
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.937
ELB improved by 0.0354009

iteration 140
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.904
ELB improved by 0.0329673

iteration 141
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.873
ELB improved by 0.030719

iteration 142
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.845
ELB improved by 0.0286441

iteration 143
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.818
ELB improved by 0.0267183

iteration 144
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.793
ELB improved by 0.0249083

iteration 145
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.77
ELB improved by 0.0231773

iteration 146
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.748
ELB improved by 0.0214922

iteration 147
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.729
ELB improved by 0.0198309

iteration 148
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.71
ELB improved by 0.018187

iteration 149
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.694
ELB improved by 0.0165696

iteration 150
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.679
ELB improved by 0.0149996

iteration 151
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.665
ELB improved by 0.0135017

iteration 152
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.653
ELB improved by 0.0120987

iteration 153
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.642
ELB improved by 0.0108063

iteration 154
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.633
ELB improved by 0.00963228

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-846.092
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-587.56
ELB improved by 258.532

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-528.348
ELB improved by 59.2121

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-484.714
ELB improved by 43.6337

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.817
ELB improved by 19.897

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.761
ELB improved by 7.05606

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.122
ELB improved by 3.6385

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.233
ELB improved by 2.88987

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.454
ELB improved by 2.77814

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.552
ELB improved by 2.90224

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.465
ELB improved by 3.08754

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.293
ELB improved by 3.17185

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.308
ELB improved by 2.98446

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.825
ELB improved by 2.48317

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.981
ELB improved by 1.84437

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.687
ELB improved by 1.29337

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.782
ELB improved by 0.905015

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.145
ELB improved by 0.637224

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.692
ELB improved by 0.453585

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.35
ELB improved by 0.341192

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.07
ELB improved by 0.280434

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.82
ELB improved by 0.24965

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.586
ELB improved by 0.234668

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.358
ELB improved by 0.228041

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.132
ELB improved by 0.226023

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.905
ELB improved by 0.226662

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.676
ELB improved by 0.228876

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.444
ELB improved by 0.232035

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.208
ELB improved by 0.235775

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.968
ELB improved by 0.239914

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.724
ELB improved by 0.244422

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.475
ELB improved by 0.249399

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.219
ELB improved by 0.255069

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.958
ELB improved by 0.261765

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.688
ELB improved by 0.269912

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.408
ELB improved by 0.280018

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.115
ELB improved by 0.292667

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.807
ELB improved by 0.308519

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.478
ELB improved by 0.328317

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.125
ELB improved by 0.352857

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.743
ELB improved by 0.382867

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.324
ELB improved by 0.418752

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.863
ELB improved by 0.460504

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.355
ELB improved by 0.508799

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.787
ELB improved by 0.567703

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.141
ELB improved by 0.645843

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.386
ELB improved by 0.754863

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.44
ELB improved by 0.946405

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.985
ELB improved by 1.45508

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.805
ELB improved by 2.17967

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.64
ELB improved by 2.16476

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.021
ELB improved by 1.61878

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.92
ELB improved by 1.10168

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.169
ELB improved by 0.750547

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.659
ELB improved by 0.510419

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.32
ELB improved by 0.339002

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.095
ELB improved by 0.224283

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.942
ELB improved by 0.153766

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.83
ELB improved by 0.111509

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.745
ELB improved by 0.085457

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.676
ELB improved by 0.0685332

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.619
ELB improved by 0.0569199

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.571
ELB improved by 0.0485667

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.528
ELB improved by 0.0423356

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.491
ELB improved by 0.0375631

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.457
ELB improved by 0.0338399

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.426
ELB improved by 0.0308986

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.398
ELB improved by 0.0285539

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.371
ELB improved by 0.0266694

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.346
ELB improved by 0.0251374

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.322
ELB improved by 0.0238664

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.299
ELB improved by 0.0227728

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.277
ELB improved by 0.0217782

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.257
ELB improved by 0.0208096

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.237
ELB improved by 0.0198059

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.218
ELB improved by 0.0187258

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.2
ELB improved by 0.0175555

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.184
ELB improved by 0.016311

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.169
ELB improved by 0.0150321

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.155
ELB improved by 0.0137698

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.143
ELB improved by 0.0125722

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.131
ELB improved by 0.0114743

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.121
ELB improved by 0.0104943

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.111
ELB improved by 0.00963483

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-839.921
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-592.555
ELB improved by 247.366

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-528.06
ELB improved by 64.4955

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-479.334
ELB improved by 48.7256

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.324
ELB improved by 25.0099

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.207
ELB improved by 10.1168

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.502
ELB improved by 5.70511

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.522
ELB improved by 4.98068

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.265
ELB improved by 5.25643

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.565
ELB improved by 5.70021

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.802
ELB improved by 5.76246

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.724
ELB improved by 5.07868

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.918
ELB improved by 3.80575

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.42
ELB improved by 2.49825

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.857
ELB improved by 1.56291

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.841
ELB improved by 1.0162

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.131
ELB improved by 0.709504

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.603
ELB improved by 0.528631

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.188
ELB improved by 0.414997

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.848
ELB improved by 0.339997

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.559
ELB improved by 0.288321

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.308
ELB improved by 0.25076

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.087
ELB improved by 0.221441

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.89
ELB improved by 0.196976

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.714
ELB improved by 0.176035

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.556
ELB improved by 0.158443

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.411
ELB improved by 0.144123

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.279
ELB improved by 0.132686

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.155
ELB improved by 0.123581

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.039
ELB improved by 0.116081

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.93
ELB improved by 0.109018

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.829
ELB improved by 0.100991

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.738
ELB improved by 0.0912256

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.658
ELB improved by 0.0800591

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.589
ELB improved by 0.0685297

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.532
ELB improved by 0.0576982

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.483
ELB improved by 0.0482501

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.443
ELB improved by 0.040448

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.409
ELB improved by 0.0342563

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.379
ELB improved by 0.0294668

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.353
ELB improved by 0.0257915

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.33
ELB improved by 0.0229401

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.31
ELB improved by 0.0206702

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.291
ELB improved by 0.018805

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.274
ELB improved by 0.0172264

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.258
ELB improved by 0.0158585

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.243
ELB improved by 0.0146533

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.23
ELB improved by 0.0135794

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.217
ELB improved by 0.0126152

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.205
ELB improved by 0.011745

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.194
ELB improved by 0.0109566

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.184
ELB improved by 0.0102402

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.174
ELB improved by 0.00958761

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-869.942
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-588.186
ELB improved by 281.756

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-527.246
ELB improved by 60.9401

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-487.058
ELB improved by 40.188

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-468.383
ELB improved by 18.6756

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.903
ELB improved by 7.47918

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.253
ELB improved by 3.65041

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.678
ELB improved by 2.57543

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.453
ELB improved by 2.22477

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.355
ELB improved by 2.09782

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.31
ELB improved by 2.04476

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.31
ELB improved by 2.00068

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.381
ELB improved by 1.92845

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.576
ELB improved by 1.80553

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.946
ELB improved by 1.62924

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.528
ELB improved by 1.41784

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.336
ELB improved by 1.19252

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.373
ELB improved by 0.962625

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.629
ELB improved by 0.74398

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.066
ELB improved by 0.563449

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.633
ELB improved by 0.433222

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.286
ELB improved by 0.346336

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.997
ELB improved by 0.289748

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.744
ELB improved by 0.25252

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.517
ELB improved by 0.227429

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.306
ELB improved by 0.210153

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.108
ELB improved by 0.19818

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.918
ELB improved by 0.190044

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.733
ELB improved by 0.18487

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.551
ELB improved by 0.182122

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.37
ELB improved by 0.181468

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.187
ELB improved by 0.182714

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.001
ELB improved by 0.185767

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.811
ELB improved by 0.190618

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.613
ELB improved by 0.197338

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.407
ELB improved by 0.206074

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.19
ELB improved by 0.217049

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.96
ELB improved by 0.230539

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.713
ELB improved by 0.246838

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.447
ELB improved by 0.266189

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.158
ELB improved by 0.288683

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.844
ELB improved by 0.314158

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.502
ELB improved by 0.342101

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.13
ELB improved by 0.371608

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.729
ELB improved by 0.401353

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.299
ELB improved by 0.429554

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.845
ELB improved by 0.453943

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.373
ELB improved by 0.471855

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.893
ELB improved by 0.480607

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.415
ELB improved by 0.478257

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.95
ELB improved by 0.464583

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.508
ELB improved by 0.441892

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.093
ELB improved by 0.415053

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.703
ELB improved by 0.390043

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.333
ELB improved by 0.370267

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.981
ELB improved by 0.35152

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.658
ELB improved by 0.323194

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.377
ELB improved by 0.281502

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.142
ELB improved by 0.234475

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.952
ELB improved by 0.190035

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.801
ELB improved by 0.151069

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.683
ELB improved by 0.118331

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.591
ELB improved by 0.0919186

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.519
ELB improved by 0.0713784

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.463
ELB improved by 0.0558338

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.419
ELB improved by 0.044265

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.383
ELB improved by 0.0357307

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.354
ELB improved by 0.0294661

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.329
ELB improved by 0.0248936

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.308
ELB improved by 0.0215957

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.288
ELB improved by 0.0192825

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.27
ELB improved by 0.017765

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.254
ELB improved by 0.0169379

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.237
ELB improved by 0.0167727

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.219
ELB improved by 0.0173182

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.201
ELB improved by 0.018703

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.18
ELB improved by 0.0211197

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.155
ELB improved by 0.0247374

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.125
ELB improved by 0.0294397

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.091
ELB improved by 0.0343283

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.054
ELB improved by 0.0373679

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.017
ELB improved by 0.036301

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.986
ELB improved by 0.0309887

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.962
ELB improved by 0.0240716

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.944
ELB improved by 0.0182869

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.93
ELB improved by 0.0144206

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.918
ELB improved by 0.0119738

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.907
ELB improved by 0.0103138

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.898
ELB improved by 0.00904805

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
   1.98    0.25    2.65

name	user	system	elapsed
coef.graper	0.07	0.00	0.06
getPIPs	0.04	0.00	0.05
graper	0.09	0.00	0.09
makeExampleData	0	0	0
makeExampleDataWithUnequalGroups	0.03	0.00	0.03
plotELBO	0.25	0.00	0.25
plotGroupPenalties	0.90	0.04	0.94
plotPosterior	0.48	0.03	0.52
predict.graper	1.62	0.09	1.72
print.graper	0.05	0.00	0.04

CHECK results for graper on palomino3

Summary

Command output

Installation output

Tests output

Example timings