Build/check report for BioC 3.17 - CHECK results for graper on palomino5

Hostname	OS	Arch (*)	R version	Installed pkgs
palomino5	Windows Server 2022 Datacenter	x64	R Under development (unstable) (2022-12-25 r83502 ucrt) -- "Unsuffered Consequences"	4165
Click on any hostname to see more info about the system (e.g. compilers) () as reported by 'uname -p', except on Windows and Mac OS X*

Package: graper

Version: 1.15.0

Command: 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_1.15.0.tar.gz

StartedAt: 2022-12-29 00:19:24 -0500 (Thu, 29 Dec 2022)

EndedAt: 2022-12-29 00:20:40 -0500 (Thu, 29 Dec 2022)

EllapsedTime: 76.0 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_1.15.0.tar.gz
###
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* using log directory 'F:/biocbuild/bbs-3.17-bioc-rtools43/meat/graper.Rcheck'
* using R Under development (unstable) (2022-12-25 r83502 ucrt)
* using platform: x86_64-w64-mingw32 (64-bit)
* R was compiled by
    gcc.exe (GCC) 10.4.0
    GNU Fortran (GCC) 10.4.0
* running under: Windows Server 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 '1.15.0'
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking whether package 'graper' can be installed ... OK
* used C++ compiler: 'G__~1.EXE (GCC) 12.2.0'
* 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: 1 NOTE
See
  'F:/biocbuild/bbs-3.17-bioc-rtools43/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
###
##############################################################################
##############################################################################


* 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:/rtools42/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:/rtools42/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/lexical_cast.hpp:12,
                 from F:/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/math/tools/convert_from_string.hpp:14,
                 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:/rtools42/x86_64-w64-mingw32.static.posix/lib/x64 -Lc:/rtools42/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 Under development (unstable) (2022-12-25 r83502 ucrt) -- "Unsuffered Consequences"
Copyright (C) 2022 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=-814.381
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-570.633
ELB improved by 243.748

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-512.274
ELB improved by 58.3588

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-471.834
ELB improved by 40.4401

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.084
ELB improved by 17.7494

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.514
ELB improved by 7.57063

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.586
ELB improved by 4.92754

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.859
ELB improved by 4.72682

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.549
ELB improved by 5.31035

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.756
ELB improved by 5.79291

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.33
ELB improved by 5.42596

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.228
ELB improved by 4.10224

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.684
ELB improved by 2.54406

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.207
ELB improved by 1.4768

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.275
ELB improved by 0.931821

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.616
ELB improved by 0.659297

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.106
ELB improved by 0.510057

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.685
ELB improved by 0.421365

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.328
ELB improved by 0.356423

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.029
ELB improved by 0.299606

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.774
ELB improved by 0.254747

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.548
ELB improved by 0.225361

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.341
ELB improved by 0.207677

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.144
ELB improved by 0.196547

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.956
ELB improved by 0.188636

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.773
ELB improved by 0.182221

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.597
ELB improved by 0.176464

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.426
ELB improved by 0.170967

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.26
ELB improved by 0.165558

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.1
ELB improved by 0.160192

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.945
ELB improved by 0.154904

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.796
ELB improved by 0.149764

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.651
ELB improved by 0.144858

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.51
ELB improved by 0.140263

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.374
ELB improved by 0.136035

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.242
ELB improved by 0.132192

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.113
ELB improved by 0.128711

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.988
ELB improved by 0.12552

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.865
ELB improved by 0.122514

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.746
ELB improved by 0.119573

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.629
ELB improved by 0.116602

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.516
ELB improved by 0.11356

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.405
ELB improved by 0.110474

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.298
ELB improved by 0.107422

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.193
ELB improved by 0.104497

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.092
ELB improved by 0.101772

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.992
ELB improved by 0.099281

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.895
ELB improved by 0.0970241

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.8
ELB improved by 0.094974

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.707
ELB improved by 0.0930871

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.616
ELB improved by 0.0913107

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.526
ELB improved by 0.0895883

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.438
ELB improved by 0.0878615

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.352
ELB improved by 0.0860737

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.268
ELB improved by 0.0841713

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.186
ELB improved by 0.0821076

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.106
ELB improved by 0.0798448

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.029
ELB improved by 0.0773566

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.954
ELB improved by 0.0746304

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.883
ELB improved by 0.0716676

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.814
ELB improved by 0.068484

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.749
ELB improved by 0.0651082

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.687
ELB improved by 0.0615791

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.629
ELB improved by 0.0579431

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.575
ELB improved by 0.0542508

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.525
ELB improved by 0.0505531

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.478
ELB improved by 0.0468988

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.434
ELB improved by 0.043332

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.395
ELB improved by 0.03989

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.358
ELB improved by 0.0366029

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.324
ELB improved by 0.0334931

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.294
ELB improved by 0.0305756

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.266
ELB improved by 0.0278584

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.241
ELB improved by 0.0253442

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.218
ELB improved by 0.0230306

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.197
ELB improved by 0.0209117

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.178
ELB improved by 0.018979

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.16
ELB improved by 0.0172221

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.145
ELB improved by 0.0156294

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.131
ELB improved by 0.0141891

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.118
ELB improved by 0.0128891

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.106
ELB improved by 0.0117174

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.095
ELB improved by 0.0106629

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.086
ELB improved by 0.00971474

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-871.947
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-565.498
ELB improved by 306.449

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-501.817
ELB improved by 63.6811

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-466.444
ELB improved by 35.3728

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.1
ELB improved by 17.344

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.526
ELB improved by 8.57362

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.899
ELB improved by 4.62753

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.805
ELB improved by 3.09393

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.406
ELB improved by 2.39864

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.428
ELB improved by 1.97766

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.763
ELB improved by 1.66558

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.353
ELB improved by 1.40997

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.16
ELB improved by 1.19267

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.153
ELB improved by 1.0072

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.303
ELB improved by 0.850276

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.584
ELB improved by 0.718974

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.974
ELB improved by 0.610179

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.453
ELB improved by 0.520752

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.005
ELB improved by 0.447751

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.617
ELB improved by 0.388539

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.276
ELB improved by 0.340808

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.973
ELB improved by 0.302559

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.701
ELB improved by 0.272081

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.453
ELB improved by 0.247926

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.224
ELB improved by 0.228892

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.01
ELB improved by 0.213991

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.808
ELB improved by 0.202414

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.614
ELB improved by 0.193497

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.428
ELB improved by 0.186686

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.246
ELB improved by 0.181518

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.069
ELB improved by 0.177601

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.894
ELB improved by 0.174609

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.722
ELB improved by 0.172272

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.551
ELB improved by 0.170366

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.383
ELB improved by 0.168709

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.215
ELB improved by 0.167147

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.05
ELB improved by 0.165556

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.886
ELB improved by 0.16385

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.724
ELB improved by 0.162005

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.564
ELB improved by 0.160089

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.406
ELB improved by 0.1583

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.249
ELB improved by 0.156989

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.092
ELB improved by 0.156668

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.934
ELB improved by 0.157979

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.772
ELB improved by 0.161612

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.604
ELB improved by 0.168124

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.427
ELB improved by 0.177725

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.236
ELB improved by 0.190304

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.03
ELB improved by 0.206221

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.802
ELB improved by 0.228022

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.54
ELB improved by 0.262453

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.218
ELB improved by 0.321704

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.799
ELB improved by 0.419351

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.249
ELB improved by 0.549298

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.592
ELB improved by 0.657259

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.914
ELB improved by 0.67798

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.28
ELB improved by 0.634147

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.699
ELB improved by 0.581197

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.164
ELB improved by 0.534317

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.672
ELB improved by 0.491894

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.221
ELB improved by 0.451298

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.81
ELB improved by 0.410713

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.441
ELB improved by 0.369231

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.114
ELB improved by 0.326876

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.83
ELB improved by 0.284394

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.587
ELB improved by 0.242863

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.384
ELB improved by 0.203416

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.216
ELB improved by 0.16716

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.081
ELB improved by 0.135098

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.973
ELB improved by 0.107914

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.888
ELB improved by 0.0857828

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.819
ELB improved by 0.0683669

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.764
ELB improved by 0.0549846

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.72
ELB improved by 0.0448292

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.682
ELB improved by 0.0371347

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.651
ELB improved by 0.0312609

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.624
ELB improved by 0.0267137

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.601
ELB improved by 0.0231309

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.581
ELB improved by 0.0202551

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.563
ELB improved by 0.0179059

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.547
ELB improved by 0.0159569

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.533
ELB improved by 0.0143186

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.52
ELB improved by 0.0129268

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.508
ELB improved by 0.011734

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.497
ELB improved by 0.0107045

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.488
ELB improved by 0.00981056

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-891.494
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-571.18
ELB improved by 320.314

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-513.06
ELB improved by 58.12

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-479.158
ELB improved by 33.9024

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.855
ELB improved by 14.3025

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.872
ELB improved by 6.98329

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.082
ELB improved by 4.79039

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.006
ELB improved by 4.07511

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.069
ELB improved by 3.93749

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.065
ELB improved by 4.00401

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.017
ELB improved by 4.04796

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.134
ELB improved by 3.8833

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.708
ELB improved by 3.42611

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.935
ELB improved by 2.77284

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.843
ELB improved by 2.09186

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.346
ELB improved by 1.4968

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.295
ELB improved by 1.0513

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.538
ELB improved by 0.7571

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.966
ELB improved by 0.572145

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.511
ELB improved by 0.454246

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.135
ELB improved by 0.375901

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.814
ELB improved by 0.321648

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.531
ELB improved by 0.283205

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.274
ELB improved by 0.256073

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.037
ELB improved by 0.237351

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.813
ELB improved by 0.224291

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.599
ELB improved by 0.213865

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.395
ELB improved by 0.203831

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.201
ELB improved by 0.194204

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.014
ELB improved by 0.186917

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.83
ELB improved by 0.183927

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.644
ELB improved by 0.18613

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.45
ELB improved by 0.193688

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.244
ELB improved by 0.206614

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.019
ELB improved by 0.224867

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.771
ELB improved by 0.247999

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.496
ELB improved by 0.274829

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.192
ELB improved by 0.303884

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.857
ELB improved by 0.334657

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.489
ELB improved by 0.368249

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.083
ELB improved by 0.406649

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.63
ELB improved by 0.452193

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.122
ELB improved by 0.508674

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.537
ELB improved by 0.584666

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.835
ELB improved by 0.70211

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.918
ELB improved by 0.91691

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.607
ELB improved by 1.31069

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.861
ELB improved by 1.74603

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.918
ELB improved by 1.94365

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.934
ELB improved by 1.98343

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.034
ELB improved by 1.90033

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.349
ELB improved by 1.68532

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.946
ELB improved by 1.40221

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.776
ELB improved by 1.17075

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.74
ELB improved by 1.03524

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.902
ELB improved by 0.83814

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.348
ELB improved by 0.553774

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.996
ELB improved by 0.352285

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.744
ELB improved by 0.252357

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.536
ELB improved by 0.207514

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.359
ELB improved by 0.177686

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.22
ELB improved by 0.138733

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.126
ELB improved by 0.0940102

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.067
ELB improved by 0.0587053

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.03
ELB improved by 0.0371797

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.005
ELB improved by 0.0253456

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.986
ELB improved by 0.0187664

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.971
ELB improved by 0.0148325

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.959
ELB improved by 0.0122626

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.948
ELB improved by 0.0104499

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.939
ELB improved by 0.00909642

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-851.456
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-586.157
ELB improved by 265.299

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-525.466
ELB improved by 60.6907

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-482.49
ELB improved by 42.9763

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-463.097
ELB improved by 19.3924

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.489
ELB improved by 7.60825

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.637
ELB improved by 4.85208

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.286
ELB improved by 4.35081

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.746
ELB improved by 4.5398

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.708
ELB improved by 5.03864

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.261
ELB improved by 5.44654

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.095
ELB improved by 5.16574

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.148
ELB improved by 3.9479

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.721
ELB improved by 2.42681

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.366
ELB improved by 1.35471

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.564
ELB improved by 0.801861

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.04
ELB improved by 0.524129

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.672
ELB improved by 0.367774

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.399
ELB improved by 0.273635

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.184
ELB improved by 0.214602

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.008
ELB improved by 0.17565

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.86
ELB improved by 0.148565

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.731
ELB improved by 0.128854

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.617
ELB improved by 0.113951

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.515
ELB improved by 0.102309

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.422
ELB improved by 0.092955

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.336
ELB improved by 0.0852533

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.258
ELB improved by 0.07878

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.184
ELB improved by 0.0732444

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.116
ELB improved by 0.0684425

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.052
ELB improved by 0.0642265

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.991
ELB improved by 0.0604867

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.934
ELB improved by 0.0571391

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.88
ELB improved by 0.054118

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.829
ELB improved by 0.0513711

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.78
ELB improved by 0.0488559

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.733
ELB improved by 0.0465381

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.689
ELB improved by 0.0443893

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.647
ELB improved by 0.0423862

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.606
ELB improved by 0.0405096

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.567
ELB improved by 0.0387439

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.53
ELB improved by 0.0370762

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.495
ELB improved by 0.035496

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.461
ELB improved by 0.033995

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.428
ELB improved by 0.0325664

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.397
ELB improved by 0.0312046

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.367
ELB improved by 0.0299055

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.338
ELB improved by 0.0286654

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.311
ELB improved by 0.0274817

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.285
ELB improved by 0.0263522

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.259
ELB improved by 0.0252748

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.235
ELB improved by 0.0242482

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.212
ELB improved by 0.0232708

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.189
ELB improved by 0.0223416

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.168
ELB improved by 0.0214592

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.147
ELB improved by 0.0206226

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.127
ELB improved by 0.0198306

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.108
ELB improved by 0.0190821

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.09
ELB improved by 0.0183761

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.072
ELB improved by 0.0177114

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.055
ELB improved by 0.0170868

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.039
ELB improved by 0.0165013

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.023
ELB improved by 0.0159538

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.007
ELB improved by 0.0154431

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.992
ELB improved by 0.0149683

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.978
ELB improved by 0.0145282

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.964
ELB improved by 0.014122

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.95
ELB improved by 0.0137487

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.937
ELB improved by 0.0134072

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.923
ELB improved by 0.0130966

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.911
ELB improved by 0.0128159

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.898
ELB improved by 0.012564

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.886
ELB improved by 0.0123396

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.874
ELB improved by 0.0121413

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.862
ELB improved by 0.0119674

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.85
ELB improved by 0.0118158

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.838
ELB improved by 0.011684

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.827
ELB improved by 0.0115692

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.815
ELB improved by 0.0114678

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.804
ELB improved by 0.0113759

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.792
ELB improved by 0.0112895

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.781
ELB improved by 0.0112039

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.77
ELB improved by 0.011115

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.759
ELB improved by 0.0110189

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.748
ELB improved by 0.0109125

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.737
ELB improved by 0.0107939

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.727
ELB improved by 0.0106624

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.716
ELB improved by 0.0105191

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.706
ELB improved by 0.010366

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.696
ELB improved by 0.0102065

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.686
ELB improved by 0.0100447

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.676
ELB improved by 0.00988504

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
   2.31    0.17    2.43

name	user	system	elapsed
coef.graper	0.04	0.00	0.05
getPIPs	0.04	0.04	0.06
graper	0.07	0.01	0.09
makeExampleData	0.02	0.00	0.02
makeExampleDataWithUnequalGroups	0.01	0.00	0.01
plotELBO	0.21	0.03	0.24
plotGroupPenalties	0.62	0.11	0.73
plotPosterior	0.41	0.02	0.43
predict.graper	1.71	0.04	1.75
print.graper	0.04	0.00	0.05

CHECK results for graper on palomino5

Summary

Command output

Installation output

Tests output

Example timings