Multiple platform build/check report for BioC 3.16 - CHECK results for graper on nebbiolo2

Hostname	OS	Arch (*)	R version	Installed pkgs
nebbiolo2	Linux (Ubuntu 20.04.5 LTS)	x86_64	4.2.3 (2023-03-15) -- "Shortstop Beagle"	4502
palomino4	Windows Server 2022 Datacenter	x64	4.2.3 (2023-03-15 ucrt) -- "Shortstop Beagle"	4282
lconway	macOS 12.5.1 Monterey	x86_64	4.2.3 (2023-03-15) -- "Shortstop Beagle"	4310
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: 1.14.2

Command: /home/biocbuild/bbs-3.16-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.16-bioc/R/site-library --timings graper_1.14.2.tar.gz

StartedAt: 2023-04-10 21:06:24 -0400 (Mon, 10 Apr 2023)

EndedAt: 2023-04-10 21:07:47 -0400 (Mon, 10 Apr 2023)

EllapsedTime: 83.0 seconds

RetCode: 0

Status: OK

CheckDir: graper.Rcheck

Warnings: 0

##############################################################################
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###
### Running command:
###
###   /home/biocbuild/bbs-3.16-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.16-bioc/R/site-library --timings graper_1.14.2.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/home/biocbuild/bbs-3.16-bioc/meat/graper.Rcheck’
* using R version 4.2.3 (2023-03-15)
* using platform: x86_64-pc-linux-gnu (64-bit)
* using session charset: UTF-8
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.14.2’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘graper’ can be installed ... OK
* checking installed package size ... NOTE
  installed size is  8.9Mb
  sub-directories of 1Mb or more:
    libs   8.7Mb
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking R files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking loading without being on the library search path ... 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 is not available
* 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 ...
  ‘example_linear.Rmd’ using ‘UTF-8’... OK
  ‘example_logistic.Rmd’ using ‘UTF-8’... OK
 NONE
* checking re-building of vignette outputs ... OK
* checking PDF version of manual ... OK
* DONE

Status: 2 NOTEs
See
  ‘/home/biocbuild/bbs-3.16-bioc/meat/graper.Rcheck/00check.log’
for details.

##############################################################################
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###
### Running command:
###
###   /home/biocbuild/bbs-3.16-bioc/R/bin/R CMD INSTALL graper
###
##############################################################################
##############################################################################


* installing to library ‘/home/biocbuild/bbs-3.16-bioc/R/site-library’
* installing *source* package ‘graper’ ...
** using staged installation
** libs
g++ -std=gnu++11 -I"/home/biocbuild/bbs-3.16-bioc/R/include" -DNDEBUG  -I'/home/biocbuild/bbs-3.16-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.16-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.16-bioc/R/site-library/BH/include' -I/usr/local/include   -fpic  -g -O2  -Wall -c RcppExports.cpp -o RcppExports.o
g++ -std=gnu++11 -I"/home/biocbuild/bbs-3.16-bioc/R/include" -DNDEBUG  -I'/home/biocbuild/bbs-3.16-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.16-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.16-bioc/R/site-library/BH/include' -I/usr/local/include   -fpic  -g -O2  -Wall -c fit_graper.cpp -o fit_graper.o
In file included from /home/biocbuild/bbs-3.16-bioc/R/site-library/BH/include/boost/mpl/aux_/na_assert.hpp:23,
                 from /home/biocbuild/bbs-3.16-bioc/R/site-library/BH/include/boost/mpl/arg.hpp:25,
                 from /home/biocbuild/bbs-3.16-bioc/R/site-library/BH/include/boost/mpl/placeholders.hpp:24,
                 from /home/biocbuild/bbs-3.16-bioc/R/site-library/BH/include/boost/iterator/iterator_categories.hpp:16,
                 from /home/biocbuild/bbs-3.16-bioc/R/site-library/BH/include/boost/iterator/iterator_facade.hpp:13,
                 from /home/biocbuild/bbs-3.16-bioc/R/site-library/BH/include/boost/range/iterator_range_core.hpp:27,
                 from /home/biocbuild/bbs-3.16-bioc/R/site-library/BH/include/boost/lexical_cast.hpp:30,
                 from /home/biocbuild/bbs-3.16-bioc/R/site-library/BH/include/boost/math/tools/convert_from_string.hpp:15,
                 from /home/biocbuild/bbs-3.16-bioc/R/site-library/BH/include/boost/math/constants/constants.hpp:14,
                 from /home/biocbuild/bbs-3.16-bioc/R/site-library/BH/include/boost/math/special_functions/digamma.hpp:20,
                 from graper_linear_dense_ff.h:2,
                 from fit_graper.cpp:4:
/home/biocbuild/bbs-3.16-bioc/R/site-library/BH/include/boost/mpl/assert.hpp:194:21: warning: unnecessary parentheses in declaration of ‘assert_arg’ [-Wparentheses]
  194 | failed ************ (Pred::************
      |                     ^
/home/biocbuild/bbs-3.16-bioc/R/site-library/BH/include/boost/mpl/assert.hpp:199:21: warning: unnecessary parentheses in declaration of ‘assert_not_arg’ [-Wparentheses]
  199 | failed ************ (boost::mpl::not_<Pred>::************
      |                     ^
g++ -std=gnu++11 -shared -L/home/biocbuild/bbs-3.16-bioc/R/lib -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -L/home/biocbuild/bbs-3.16-bioc/R/lib -lRlapack -L/home/biocbuild/bbs-3.16-bioc/R/lib -lRblas -lgfortran -lm -lquadmath -L/home/biocbuild/bbs-3.16-bioc/R/lib -lR
installing to /home/biocbuild/bbs-3.16-bioc/R/site-library/00LOCK-graper/00new/graper/libs
** R
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
** checking absolute paths in shared objects and dynamic libraries
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (graper)


R version 4.2.3 (2023-03-15) -- "Shortstop Beagle"
Copyright (C) 2023 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu (64-bit)

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> library(testthat)
> library(graper)
> 
> test_check("graper")
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-874.765
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-604.96
ELB improved by 269.806

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-543.58
ELB improved by 61.3803

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-500.586
ELB improved by 42.9933

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-479.063
ELB improved by 21.5233

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-469.644
ELB improved by 9.41846

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.597
ELB improved by 5.04721

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.396
ELB improved by 4.20117

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.16
ELB improved by 4.23644

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.692
ELB improved by 4.46729

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.133
ELB improved by 4.55887

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.905
ELB improved by 4.22838

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.462
ELB improved by 3.44351

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.953
ELB improved by 2.5083

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.213
ELB improved by 1.74012

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.989
ELB improved by 1.224

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.091
ELB improved by 0.898318

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.401
ELB improved by 0.689694

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.846
ELB improved by 0.555165

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.375
ELB improved by 0.470588

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.956
ELB improved by 0.419511

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.565
ELB improved by 0.391003

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.186
ELB improved by 0.378462

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.808
ELB improved by 0.378054

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.421
ELB improved by 0.387492

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.016
ELB improved by 0.405278

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.585
ELB improved by 0.430252

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.124
ELB improved by 0.461361

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.626
ELB improved by 0.497624

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.088
ELB improved by 0.538263

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.505
ELB improved by 0.582977

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.873
ELB improved by 0.632256

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.185
ELB improved by 0.687582

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.434
ELB improved by 0.751302

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.608
ELB improved by 0.825868

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.696
ELB improved by 0.912072

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.69
ELB improved by 1.00626

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.592
ELB improved by 1.09748

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.426
ELB improved by 1.16668

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.235
ELB improved by 1.19014

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.087
ELB improved by 1.14861

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.045
ELB improved by 1.04158

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.152
ELB improved by 0.893329

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.412
ELB improved by 0.739757

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.804
ELB improved by 0.608383

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.294
ELB improved by 0.510185

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.845
ELB improved by 0.448898

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.415
ELB improved by 0.429957

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.959
ELB improved by 0.455632

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.454
ELB improved by 0.504862

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.967
ELB improved by 0.487796

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.602
ELB improved by 0.364544

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.364
ELB improved by 0.237843

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.208
ELB improved by 0.156351

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.099
ELB improved by 0.109024

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.018
ELB improved by 0.0809044

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.955
ELB improved by 0.0631011

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.904
ELB improved by 0.0509879

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.862
ELB improved by 0.0422109

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.826
ELB improved by 0.0355506

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.796
ELB improved by 0.0303405

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.769
ELB improved by 0.0261836

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.747
ELB improved by 0.02282

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.727
ELB improved by 0.020067

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.709
ELB improved by 0.0177903

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.693
ELB improved by 0.01589

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.679
ELB improved by 0.0142905

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.666
ELB improved by 0.0129342

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.654
ELB improved by 0.0117772

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.643
ELB improved by 0.010785

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.633
ELB improved by 0.00993064

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-881.446
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-575.758
ELB improved by 305.688

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-510.677
ELB improved by 65.0812

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-469.376
ELB improved by 41.3004

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.884
ELB improved by 17.492

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.638
ELB improved by 7.24676

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.54
ELB improved by 4.09722

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.593
ELB improved by 2.94755

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.141
ELB improved by 2.45192

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.947
ELB improved by 2.19403

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.916
ELB improved by 2.03079

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.008
ELB improved by 1.90829

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.208
ELB improved by 1.7997

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.521
ELB improved by 1.68677

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.964
ELB improved by 1.55695

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.56
ELB improved by 1.40472

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.327
ELB improved by 1.2324

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.278
ELB improved by 1.04966

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.406
ELB improved by 0.87116

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.694
ELB improved by 0.712579

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.109
ELB improved by 0.584874

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.618
ELB improved by 0.490582

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.193
ELB improved by 0.425366

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.811
ELB improved by 0.382051

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.457
ELB improved by 0.353629

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.123
ELB improved by 0.334492

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.802
ELB improved by 0.320577

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.493
ELB improved by 0.309116

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.195
ELB improved by 0.298363

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.907
ELB improved by 0.287359

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.632
ELB improved by 0.275776

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.368
ELB improved by 0.263764

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.116
ELB improved by 0.251834

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.875
ELB improved by 0.240748

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.644
ELB improved by 0.231474

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.419
ELB improved by 0.225211

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.195
ELB improved by 0.223505

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.967
ELB improved by 0.228337

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.725
ELB improved by 0.241785

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.461
ELB improved by 0.264482

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.167
ELB improved by 0.293269

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.844
ELB improved by 0.322941

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.489
ELB improved by 0.355168

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.086
ELB improved by 0.40354

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.605
ELB improved by 0.480486

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.055
ELB improved by 0.550332

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.513
ELB improved by 0.542199

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.036
ELB improved by 0.477017

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.623
ELB improved by 0.412362

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.258
ELB improved by 0.365363

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.924
ELB improved by 0.334287

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.608
ELB improved by 0.315646

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.3
ELB improved by 0.307618

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.99
ELB improved by 0.310045

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.666
ELB improved by 0.323841

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.317
ELB improved by 0.3499

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.93
ELB improved by 0.386808

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.502
ELB improved by 0.427701

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.042
ELB improved by 0.45995

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.571
ELB improved by 0.47147

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.112
ELB improved by 0.458304

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.687
ELB improved by 0.425409

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.305
ELB improved by 0.381963

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.969
ELB improved by 0.335869

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.678
ELB improved by 0.291157

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.429
ELB improved by 0.248884

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.22
ELB improved by 0.208818

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.05
ELB improved by 0.170306

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.916
ELB improved by 0.133478

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.816
ELB improved by 0.100554

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.741
ELB improved by 0.0745767

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.685
ELB improved by 0.0567685

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.638
ELB improved by 0.0460559

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.598
ELB improved by 0.0403717

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.56
ELB improved by 0.0376646

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.524
ELB improved by 0.0362272

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.489
ELB improved by 0.0348546

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.456
ELB improved by 0.0329809

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.426
ELB improved by 0.0305769

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.398
ELB improved by 0.0278316

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.373
ELB improved by 0.0249162

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.351
ELB improved by 0.0219468

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.332
ELB improved by 0.0190254

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.316
ELB improved by 0.0162561

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.302
ELB improved by 0.0137298

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.291
ELB improved by 0.0115072

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.281
ELB improved by 0.00961172

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-822.879
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-565.123
ELB improved by 257.756

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-507.52
ELB improved by 57.6025

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-466.42
ELB improved by 41.1003

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.149
ELB improved by 18.2708

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.831
ELB improved by 6.31824

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.984
ELB improved by 2.8474

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.234
ELB improved by 1.74942

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.945
ELB improved by 1.28912

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.887
ELB improved by 1.05856

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.956
ELB improved by 0.930257

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.101
ELB improved by 0.855069

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.293
ELB improved by 0.807874

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.519
ELB improved by 0.774825

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.771
ELB improved by 0.747835

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.049
ELB improved by 0.721834

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.355
ELB improved by 0.693516

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.695
ELB improved by 0.660823

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.072
ELB improved by 0.622754

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.493
ELB improved by 0.579273

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.961
ELB improved by 0.531212

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.481
ELB improved by 0.480097

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.053
ELB improved by 0.427894

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.677
ELB improved by 0.376699

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.348
ELB improved by 0.32841

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.064
ELB improved by 0.28447

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.818
ELB improved by 0.245727

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.606
ELB improved by 0.212431

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.421
ELB improved by 0.184349

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.26
ELB improved by 0.160921

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.119
ELB improved by 0.141433

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.994
ELB improved by 0.125147

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.882
ELB improved by 0.111391

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.783
ELB improved by 0.0996079

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.693
ELB improved by 0.0893712

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.613
ELB improved by 0.0803752

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.541
ELB improved by 0.072411

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.475
ELB improved by 0.0653369

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.416
ELB improved by 0.0590516

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.363
ELB improved by 0.0534746

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.314
ELB improved by 0.0485343

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.27
ELB improved by 0.044163

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.23
ELB improved by 0.0402958

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.193
ELB improved by 0.0368713

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.159
ELB improved by 0.0338331

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.128
ELB improved by 0.0311303

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.099
ELB improved by 0.0287182

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.073
ELB improved by 0.026558

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.048
ELB improved by 0.0246164

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.025
ELB improved by 0.0228649

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.004
ELB improved by 0.0212796

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.984
ELB improved by 0.0198401

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.966
ELB improved by 0.018529

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.948
ELB improved by 0.0173316

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.932
ELB improved by 0.0162353

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.917
ELB improved by 0.0152293

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.902
ELB improved by 0.0143043

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.889
ELB improved by 0.0134521

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.876
ELB improved by 0.0126656

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.864
ELB improved by 0.0119386

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.853
ELB improved by 0.0112657

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.842
ELB improved by 0.010642

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.832
ELB improved by 0.0100632

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.823
ELB improved by 0.00952539

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-903.082
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-572.111
ELB improved by 330.972

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-517.043
ELB improved by 55.0673

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-483.285
ELB improved by 33.7581

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-467.714
ELB improved by 15.5715

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.679
ELB improved by 7.03478

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.027
ELB improved by 4.65178

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.139
ELB improved by 3.88787

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.511
ELB improved by 3.6285

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.958
ELB improved by 3.55252

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.43
ELB improved by 3.52831

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.948
ELB improved by 3.48152

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.617
ELB improved by 3.33132

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.608
ELB improved by 3.00858

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.094
ELB improved by 2.51441

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.141
ELB improved by 1.95331

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.682
ELB improved by 1.45898

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.589
ELB improved by 1.0922

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.748
ELB improved by 0.841731

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.077
ELB improved by 0.670975

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.53
ELB improved by 0.546592

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.083
ELB improved by 0.447402

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.719
ELB improved by 0.364011

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.424
ELB improved by 0.294719

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.184
ELB improved by 0.23992

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.986
ELB improved by 0.198439

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.818
ELB improved by 0.167506

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.674
ELB improved by 0.144139

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.548
ELB improved by 0.125988

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.437
ELB improved by 0.11146

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.337
ELB improved by 0.0995333

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.248
ELB improved by 0.089552

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.166
ELB improved by 0.0810823

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.093
ELB improved by 0.0738234

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.025
ELB improved by 0.0675573

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.963
ELB improved by 0.0621199

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.906
ELB improved by 0.0573845

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.852
ELB improved by 0.0532512

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.803
ELB improved by 0.0496403

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.756
ELB improved by 0.0464885

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.712
ELB improved by 0.0437448

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.671
ELB improved by 0.0413694

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.632
ELB improved by 0.0393311

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.594
ELB improved by 0.0376063

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.558
ELB improved by 0.0361778

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.523
ELB improved by 0.0350327

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.489
ELB improved by 0.0341608

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.455
ELB improved by 0.0335514

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.422
ELB improved by 0.0331886

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.389
ELB improved by 0.0330463

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.356
ELB improved by 0.0330817

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.323
ELB improved by 0.0332301

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.289
ELB improved by 0.0334039

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.256
ELB improved by 0.0334998

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.222
ELB improved by 0.0334149

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.189
ELB improved by 0.0330699

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.157
ELB improved by 0.0324301

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.125
ELB improved by 0.031514

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.095
ELB improved by 0.0303858

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.066
ELB improved by 0.029134

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.038
ELB improved by 0.0278475

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.011
ELB improved by 0.0265983

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.986
ELB improved by 0.0254344

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.962
ELB improved by 0.0243804

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.938
ELB improved by 0.0234433

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.915
ELB improved by 0.0226188

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.894
ELB improved by 0.0218965

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.872
ELB improved by 0.021264

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.852
ELB improved by 0.020709

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.831
ELB improved by 0.0202203

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.812
ELB improved by 0.0197889

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.792
ELB improved by 0.0194072

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.773
ELB improved by 0.0190698

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.754
ELB improved by 0.0187724

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.736
ELB improved by 0.0185124

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.718
ELB improved by 0.0182878

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.699
ELB improved by 0.0180976

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.682
ELB improved by 0.0179416

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.664
ELB improved by 0.0178199

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.646
ELB improved by 0.0177329

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.628
ELB improved by 0.0176817

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.611
ELB improved by 0.0176673

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.593
ELB improved by 0.017691

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.575
ELB improved by 0.0177544

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.557
ELB improved by 0.0178592

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.539
ELB improved by 0.0180073

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.521
ELB improved by 0.0182007

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.503
ELB improved by 0.0184417

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.484
ELB improved by 0.0187328

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.465
ELB improved by 0.0190766

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.445
ELB improved by 0.0194761

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.425
ELB improved by 0.0199345

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.405
ELB improved by 0.0204551

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.384
ELB improved by 0.0210418

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.362
ELB improved by 0.0216984

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.34
ELB improved by 0.0224293

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.317
ELB improved by 0.023239

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.292
ELB improved by 0.0241321

iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.267
ELB improved by 0.0251135

iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.241
ELB improved by 0.0261882

iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.214
ELB improved by 0.0273611

iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.185
ELB improved by 0.0286368

iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.155
ELB improved by 0.0300197

iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.124
ELB improved by 0.0315135

iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.09
ELB improved by 0.033121

iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.056
ELB improved by 0.0348439

iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.019
ELB improved by 0.0366819

iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.98
ELB improved by 0.038633

iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.94
ELB improved by 0.0406923

iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.897
ELB improved by 0.0428517

iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.852
ELB improved by 0.0450996

iteration 112
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.804
ELB improved by 0.0474198

iteration 113
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.754
ELB improved by 0.0497917

iteration 114
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.702
ELB improved by 0.0521896

iteration 115
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.648
ELB improved by 0.0545826

iteration 116
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.591
ELB improved by 0.0569351

iteration 117
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.532
ELB improved by 0.0592075

iteration 118
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.47
ELB improved by 0.0613568

iteration 119
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.407
ELB improved by 0.0633387

iteration 120
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.342
ELB improved by 0.0651092

iteration 121
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.275
ELB improved by 0.0666269

iteration 122
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.207
ELB improved by 0.0678555

iteration 123
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.139
ELB improved by 0.0687662

iteration 124
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.069
ELB improved by 0.069339

iteration 125
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417
ELB improved by 0.0695645

iteration 126
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.93
ELB improved by 0.069444

iteration 127
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.861
ELB improved by 0.0689893

iteration 128
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.793
ELB improved by 0.0682212

iteration 129
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.726
ELB improved by 0.0671686

iteration 130
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.66
ELB improved by 0.0658666

iteration 131
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.596
ELB improved by 0.0643557

iteration 132
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.533
ELB improved by 0.0626808

iteration 133
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.472
ELB improved by 0.0608921

iteration 134
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.413
ELB improved by 0.0590452

iteration 135
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.356
ELB improved by 0.0572034

iteration 136
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.3
ELB improved by 0.0554381

iteration 137
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.246
ELB improved by 0.0538299

iteration 138
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.194
ELB improved by 0.0524682

iteration 139
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.143
ELB improved by 0.0514455

iteration 140
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.092
ELB improved by 0.0508452

iteration 141
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.041
ELB improved by 0.050713

iteration 142
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.99
ELB improved by 0.051007

iteration 143
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.938
ELB improved by 0.0515333

iteration 144
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.887
ELB improved by 0.0519106

iteration 145
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.835
ELB improved by 0.0516567

iteration 146
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.784
ELB improved by 0.0504565

iteration 147
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.736
ELB improved by 0.048475

iteration 148
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.69
ELB improved by 0.0464074

iteration 149
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.644
ELB improved by 0.0451563

iteration 150
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.599
ELB improved by 0.0454318

iteration 151
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.551
ELB improved by 0.047584

iteration 152
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.5
ELB improved by 0.0516659

iteration 153
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.442
ELB improved by 0.0575951

iteration 154
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.377
ELB improved by 0.0653661

iteration 155
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.301
ELB improved by 0.075279

iteration 156
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.213
ELB improved by 0.0880602

iteration 157
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.109
ELB improved by 0.104759

iteration 158
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.982
ELB improved by 0.126548

iteration 159
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.827
ELB improved by 0.155291

iteration 160
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.63
ELB improved by 0.197309

iteration 161
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.358
ELB improved by 0.271906

iteration 162
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.943
ELB improved by 0.414179

iteration 163
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.292
ELB improved by 0.651477

iteration 164
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.266
ELB improved by 1.02639

iteration 165
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.712
ELB improved by 1.55368

iteration 166
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.07
ELB improved by 1.64212

iteration 167
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.81
ELB improved by 1.26024

iteration 168
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.743
ELB improved by 1.06639

iteration 169
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.775
ELB improved by 0.968515

iteration 170
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.012
ELB improved by 0.76286

iteration 171
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.432
ELB improved by 0.580023

iteration 172
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.965
ELB improved by 0.467134

iteration 173
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.601
ELB improved by 0.363677

iteration 174
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.314
ELB improved by 0.286897

iteration 175
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.021
ELB improved by 0.292829

iteration 176
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.67
ELB improved by 0.350988

iteration 177
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.343
ELB improved by 0.327551

iteration 178
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.115
ELB improved by 0.227347

iteration 179
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.969
ELB improved by 0.146344

iteration 180
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.877
ELB improved by 0.0921398

iteration 181
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.821
ELB improved by 0.0556099

iteration 182
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.789
ELB improved by 0.0327074

iteration 183
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.769
ELB improved by 0.0195694

iteration 184
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.757
ELB improved by 0.0124304

iteration 185
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.748
ELB improved by 0.00857938

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.289   0.140   2.415

name	user	system	elapsed
coef.graper	0.052	0.001	0.055
getPIPs	0.045	0.002	0.046
graper	0.075	0.012	0.087
makeExampleData	0.011	0.000	0.010
makeExampleDataWithUnequalGroups	0.013	0.000	0.012
plotELBO	0.258	0.027	0.285
plotGroupPenalties	0.738	0.036	0.774
plotPosterior	0.477	0.008	0.485
predict.graper	1.994	0.016	2.010
print.graper	0.045	0.004	0.049

CHECK results for graper on nebbiolo2

Summary

Command output

Installation output

Tests output

Example timings