Build/check report for BioC 3.17 - CHECK results for graper on kunpeng1

Hostname	OS	Arch (*)	R version	Installed pkgs
kunpeng1	Linux (Ubuntu 22.04.1 LTS)	aarch64	R Under development (unstable) (2023-01-14 r83615) -- "Unsuffered Consequences"	4245
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: /home/biocbuild/bbs-3.17-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.17-bioc/R/library --timings graper_1.15.0.tar.gz

StartedAt: 2023-02-22 06:07:06 -0000 (Wed, 22 Feb 2023)

EndedAt: 2023-02-22 06:09:01 -0000 (Wed, 22 Feb 2023)

EllapsedTime: 115.2 seconds

RetCode: 0

Status: OK

CheckDir: graper.Rcheck

Warnings: 0

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###
### Running command:
###
###   /home/biocbuild/bbs-3.17-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.17-bioc/R/library --timings graper_1.15.0.tar.gz
###
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* using log directory ‘/home/biocbuild/bbs-3.17-bioc/meat/graper.Rcheck’
* using R Under development (unstable) (2023-01-14 r83615)
* using platform: aarch64-unknown-linux-gnu (64-bit)
* R was compiled by
    gcc (Ubuntu 11.3.0-1ubuntu1~22.04) 11.3.0
    GNU Fortran (Ubuntu 11.3.0-1ubuntu1~22.04) 11.3.0
* running under: Ubuntu 22.04.1 LTS
* using session charset: UTF-8
* 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 for sufficient/correct file permissions ... OK
* checking whether package ‘graper’ can be installed ... OK
* used C++ compiler: ‘g++ (Ubuntu 11.3.0-1ubuntu1~22.04) 11.3.0’
* checking installed package size ... NOTE
  installed size is  6.1Mb
  sub-directories of 1Mb or more:
    libs   6.0Mb
* 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 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-3.17-bioc/meat/graper.Rcheck/00check.log’
for details.

##############################################################################
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###
### Running command:
###
###   /home/biocbuild/bbs-3.17-bioc/R/bin/R CMD INSTALL graper
###
##############################################################################
##############################################################################


* installing to library ‘/home/biocbuild/bbs-3.17-bioc/R/library’
* installing *source* package ‘graper’ ...
** using staged installation
** libs
using C++ compiler: ‘g++ (Ubuntu 11.3.0-1ubuntu1~22.04) 11.3.0’
using C++11
g++ -std=gnu++11 -I"/home/biocbuild/bbs-3.17-bioc/R/include" -DNDEBUG  -I'/home/biocbuild/bbs-3.17-bioc/R/library/Rcpp/include' -I'/home/biocbuild/bbs-3.17-bioc/R/library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.17-bioc/R/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-3.17-bioc/R/include" -DNDEBUG  -I'/home/biocbuild/bbs-3.17-bioc/R/library/Rcpp/include' -I'/home/biocbuild/bbs-3.17-bioc/R/library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.17-bioc/R/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-3.17-bioc/R/library/BH/include/boost/mpl/aux_/na_assert.hpp:23,
                 from /home/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/mpl/arg.hpp:25,
                 from /home/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/mpl/placeholders.hpp:24,
                 from /home/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/iterator/iterator_categories.hpp:16,
                 from /home/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/iterator/iterator_facade.hpp:13,
                 from /home/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/range/iterator_range_core.hpp:27,
                 from /home/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/lexical_cast.hpp:30,
                 from /home/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/math/tools/convert_from_string.hpp:15,
                 from /home/biocbuild/bbs-3.17-bioc/R/library/BH/include/boost/math/constants/constants.hpp:14,
                 from /home/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:
/home/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 |     );
      |     ~                
/home/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 |     );
      |     ~                
      |     -
/home/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 |     );
      |     ~                
/home/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++ -std=gnu++11 -shared -L/home/biocbuild/bbs-3.17-bioc/R/lib -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -llapack -L/home/biocbuild/bbs-3.17-bioc/R/lib -lRblas -lgfortran -lm -L/home/biocbuild/bbs-3.17-bioc/R/lib -lR
installing to /home/biocbuild/bbs-3.17-bioc/R/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 Under development (unstable) (2023-01-14 r83615) -- "Unsuffered Consequences"
Copyright (C) 2023 The R Foundation for Statistical Computing
Platform: aarch64-unknown-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=-851.236
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-531.919
ELB improved by 319.317

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-479.231
ELB improved by 52.688

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.235
ELB improved by 24.9956

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.004
ELB improved by 10.2313

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.809
ELB improved by 5.19457

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.082
ELB improved by 3.72726

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.797
ELB improved by 3.28529

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.649
ELB improved by 3.14737

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.52
ELB improved by 3.12983

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.361
ELB improved by 3.15832

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.203
ELB improved by 3.15812

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.179
ELB improved by 3.02471

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.522
ELB improved by 2.65698

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.453
ELB improved by 2.06865

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.019
ELB improved by 1.43347

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.091
ELB improved by 0.927922

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.492
ELB improved by 0.599545

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.086
ELB improved by 0.406371

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.791
ELB improved by 0.29425

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.565
ELB improved by 0.226456

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.382
ELB improved by 0.182722

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.23
ELB improved by 0.152557

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.099
ELB improved by 0.130514

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.985
ELB improved by 0.113659

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.885
ELB improved by 0.100332

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.796
ELB improved by 0.0895367

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.715
ELB improved by 0.0806387

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.642
ELB improved by 0.0732105

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.575
ELB improved by 0.0669492

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.513
ELB improved by 0.0616321

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.456
ELB improved by 0.0570894

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.403
ELB improved by 0.0531888

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.353
ELB improved by 0.0498247

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.306
ELB improved by 0.0469118

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.262
ELB improved by 0.04438

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.22
ELB improved by 0.0421713

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.179
ELB improved by 0.0402373

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.141
ELB improved by 0.0385374

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.104
ELB improved by 0.0370375

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.068
ELB improved by 0.0357087

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.034
ELB improved by 0.0345266

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406
ELB improved by 0.0334702

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.968
ELB improved by 0.0325215

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.936
ELB improved by 0.0316648

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.905
ELB improved by 0.0308859

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.875
ELB improved by 0.0301723

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.845
ELB improved by 0.0295125

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.816
ELB improved by 0.0288959

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.788
ELB improved by 0.0283132

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.76
ELB improved by 0.0277558

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.733
ELB improved by 0.0272162

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.706
ELB improved by 0.026688

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.68
ELB improved by 0.0261659

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.655
ELB improved by 0.0256458

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.629
ELB improved by 0.0251247

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.605
ELB improved by 0.024601

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.581
ELB improved by 0.0240741

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.557
ELB improved by 0.0235444

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.534
ELB improved by 0.0230135

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.512
ELB improved by 0.022484

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.49
ELB improved by 0.0219592

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.468
ELB improved by 0.0214434

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.447
ELB improved by 0.0209413

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.427
ELB improved by 0.0204585

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.407
ELB improved by 0.0200012

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.387
ELB improved by 0.019576

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.368
ELB improved by 0.0191904

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.349
ELB improved by 0.0188524

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.331
ELB improved by 0.0185709

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.312
ELB improved by 0.0183559

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.294
ELB improved by 0.0182183

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.276
ELB improved by 0.0181705

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.258
ELB improved by 0.0182257

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.239
ELB improved by 0.018398

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.221
ELB improved by 0.0187013

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.202
ELB improved by 0.0191476

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.182
ELB improved by 0.0197433

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.161
ELB improved by 0.0204855

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.14
ELB improved by 0.0213554

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.118
ELB improved by 0.0223127

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.094
ELB improved by 0.0232922

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.07
ELB improved by 0.0242068

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.045
ELB improved by 0.0249592

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.02
ELB improved by 0.0254616

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.994
ELB improved by 0.0256565

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.969
ELB improved by 0.025529

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.943
ELB improved by 0.0251061

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.919
ELB improved by 0.0244428

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.895
ELB improved by 0.0236054

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.873
ELB improved by 0.0226577

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.851
ELB improved by 0.0216544

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.83
ELB improved by 0.020638

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.811
ELB improved by 0.0196404

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.792
ELB improved by 0.0186837

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.774
ELB improved by 0.0177829

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.757
ELB improved by 0.0169468

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.741
ELB improved by 0.0161797

iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.726
ELB improved by 0.0154825

iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.711
ELB improved by 0.0148538

iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.697
ELB improved by 0.0142905

iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.683
ELB improved by 0.0137885

iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.669
ELB improved by 0.0133433

iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.656
ELB improved by 0.0129502

iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.644
ELB improved by 0.0126047

iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.632
ELB improved by 0.0123024

iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.62
ELB improved by 0.0120395

iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.608
ELB improved by 0.0118127

iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.596
ELB improved by 0.0116188

iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.585
ELB improved by 0.0114555

iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.573
ELB improved by 0.0113207

iteration 112
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.562
ELB improved by 0.0112128

iteration 113
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.551
ELB improved by 0.0111305

iteration 114
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.54
ELB improved by 0.011073

iteration 115
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.529
ELB improved by 0.0110397

iteration 116
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.518
ELB improved by 0.0110305

iteration 117
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.507
ELB improved by 0.0110453

iteration 118
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.496
ELB improved by 0.0110843

iteration 119
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.485
ELB improved by 0.0111479

iteration 120
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.473
ELB improved by 0.0112365

iteration 121
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.462
ELB improved by 0.0113505

iteration 122
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.45
ELB improved by 0.0114901

iteration 123
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.439
ELB improved by 0.0116554

iteration 124
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.427
ELB improved by 0.0118458

iteration 125
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.415
ELB improved by 0.01206

iteration 126
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.403
ELB improved by 0.0122961

iteration 127
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.39
ELB improved by 0.0125509

iteration 128
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.377
ELB improved by 0.0128198

iteration 129
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.364
ELB improved by 0.0130971

iteration 130
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.351
ELB improved by 0.0133758

iteration 131
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.337
ELB improved by 0.0136477

iteration 132
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.323
ELB improved by 0.013904

iteration 133
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.309
ELB improved by 0.0141362

iteration 134
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.295
ELB improved by 0.0143363

iteration 135
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.28
ELB improved by 0.0144978

iteration 136
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.266
ELB improved by 0.0146162

iteration 137
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.251
ELB improved by 0.0146891

iteration 138
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.236
ELB improved by 0.0147163

iteration 139
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.222
ELB improved by 0.0146997

iteration 140
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.207
ELB improved by 0.0146424

iteration 141
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.192
ELB improved by 0.0145483

iteration 142
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.178
ELB improved by 0.0144218

iteration 143
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.164
ELB improved by 0.0142674

iteration 144
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.15
ELB improved by 0.014089

iteration 145
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.136
ELB improved by 0.0138904

iteration 146
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.122
ELB improved by 0.0136747

iteration 147
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.109
ELB improved by 0.0134446

iteration 148
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.095
ELB improved by 0.0132023

iteration 149
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.082
ELB improved by 0.0129496

iteration 150
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.07
ELB improved by 0.0126879

iteration 151
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.057
ELB improved by 0.0124185

iteration 152
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.045
ELB improved by 0.0121421

iteration 153
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.033
ELB improved by 0.0118596

iteration 154
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.022
ELB improved by 0.0115713

iteration 155
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.01
ELB improved by 0.0112777

iteration 156
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.999
ELB improved by 0.0109793

iteration 157
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.989
ELB improved by 0.0106763

iteration 158
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.978
ELB improved by 0.0103693

iteration 159
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.968
ELB improved by 0.0100586

iteration 160
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.959
ELB improved by 0.00974493

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-861.315
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-571.841
ELB improved by 289.474

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-505.014
ELB improved by 66.8274

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-463.995
ELB improved by 41.0183

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.43
ELB improved by 16.5652

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.25
ELB improved by 7.18044

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.667
ELB improved by 4.58281

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.919
ELB improved by 3.74802

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.405
ELB improved by 3.51335

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.928
ELB improved by 3.47786

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.451
ELB improved by 3.47656

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.05
ELB improved by 3.40093

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.884
ELB improved by 3.16571

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.141
ELB improved by 2.74322

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.943
ELB improved by 2.19844

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.281
ELB improved by 1.66143

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.043
ELB improved by 1.23833

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.085
ELB improved by 0.957467

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.294
ELB improved by 0.79113

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.595
ELB improved by 0.699742

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.94
ELB improved by 0.654587

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.299
ELB improved by 0.641388

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.639
ELB improved by 0.659388

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.915
ELB improved by 0.724087

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.041
ELB improved by 0.874292

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.87
ELB improved by 1.17042

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.203
ELB improved by 1.66702

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.136
ELB improved by 2.06747

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.221
ELB improved by 1.91525

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.49
ELB improved by 1.73021

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.91
ELB improved by 1.58041

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.488
ELB improved by 1.42198

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.191
ELB improved by 1.29684

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.889
ELB improved by 1.30272

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.35
ELB improved by 1.53839

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.747
ELB improved by 1.6034

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.573
ELB improved by 1.17353

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.796
ELB improved by 0.777409

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.255
ELB improved by 0.540434

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.855
ELB improved by 0.399889

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.552
ELB improved by 0.303433

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.321
ELB improved by 0.231066

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.141
ELB improved by 0.180342

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.991
ELB improved by 0.149585

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.853
ELB improved by 0.138161

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.701
ELB improved by 0.151954

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.497
ELB improved by 0.2042

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.207
ELB improved by 0.290152

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.858
ELB improved by 0.34899

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.513
ELB improved by 0.344348

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.22
ELB improved by 0.293607

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.003
ELB improved by 0.217115

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.854
ELB improved by 0.148036

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.753
ELB improved by 0.101889

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.677
ELB improved by 0.0756597

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.614
ELB improved by 0.0630879

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.555
ELB improved by 0.0587021

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.497
ELB improved by 0.0576637

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.442
ELB improved by 0.055859

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.391
ELB improved by 0.0510934

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.347
ELB improved by 0.0438908

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.31
ELB improved by 0.0362455

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.281
ELB improved by 0.0297195

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.256
ELB improved by 0.0248282

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.234
ELB improved by 0.0214443

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.215
ELB improved by 0.0192719

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.197
ELB improved by 0.0180797

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.179
ELB improved by 0.0177753

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.161
ELB improved by 0.0184313

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.141
ELB improved by 0.0203221

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.117
ELB improved by 0.023992

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.086
ELB improved by 0.0303123

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.046
ELB improved by 0.0403184

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.992
ELB improved by 0.0542637

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.922
ELB improved by 0.0695379

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.842
ELB improved by 0.080381

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.757
ELB improved by 0.0849739

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.665
ELB improved by 0.0913754

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.559
ELB improved by 0.106701

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.437
ELB improved by 0.121669

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.323
ELB improved by 0.114334

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.24
ELB improved by 0.0823188

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.192
ELB improved by 0.048364

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.166
ELB improved by 0.0261451

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.151
ELB improved by 0.0143615

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.143
ELB improved by 0.00854435

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-879.155
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-590.973
ELB improved by 288.182

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-530.094
ELB improved by 60.8791

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-486.304
ELB improved by 43.7899

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-463.082
ELB improved by 23.2226

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.983
ELB improved by 9.09868

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.334
ELB improved by 4.64876

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.682
ELB improved by 3.65195

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.194
ELB improved by 3.48825

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.532
ELB improved by 3.66158

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.53
ELB improved by 4.00221

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.136
ELB improved by 4.39369

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.48
ELB improved by 4.65634

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.951
ELB improved by 4.52929

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.064
ELB improved by 3.88713

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.131
ELB improved by 2.93288

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.116
ELB improved by 2.01496

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.787
ELB improved by 1.32838

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.903
ELB improved by 0.884741

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.282
ELB improved by 0.620775

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.816
ELB improved by 0.46626

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.445
ELB improved by 0.370964

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.138
ELB improved by 0.306487

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.879
ELB improved by 0.258774

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.658
ELB improved by 0.221673

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.465
ELB improved by 0.193046

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.292
ELB improved by 0.172515

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.132
ELB improved by 0.160402

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.974
ELB improved by 0.157748

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.807
ELB improved by 0.167118

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.613
ELB improved by 0.193981

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.364
ELB improved by 0.248449

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.019
ELB improved by 0.345832

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.522
ELB improved by 0.49698

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.859
ELB improved by 0.66272

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.142
ELB improved by 0.717033

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.512
ELB improved by 0.629788

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.97
ELB improved by 0.541708

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.474
ELB improved by 0.496424

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.034
ELB improved by 0.439957

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.674
ELB improved by 0.359817

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.388
ELB improved by 0.286038

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.154
ELB improved by 0.234474

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.95
ELB improved by 0.203674

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.762
ELB improved by 0.187684

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.581
ELB improved by 0.180939

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.402
ELB improved by 0.179516

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.221
ELB improved by 0.181127

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.036
ELB improved by 0.18463

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.847
ELB improved by 0.189545

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.651
ELB improved by 0.195727

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.448
ELB improved by 0.203198

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.236
ELB improved by 0.212058

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.013
ELB improved by 0.222447

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.779
ELB improved by 0.23454

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.53
ELB improved by 0.248556

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.265
ELB improved by 0.264765

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.982
ELB improved by 0.283492

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.677
ELB improved by 0.305112

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.347
ELB improved by 0.330042

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.988
ELB improved by 0.358674

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.597
ELB improved by 0.390984

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.172
ELB improved by 0.425186

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.717
ELB improved by 0.455175

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.247
ELB improved by 0.469791

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.787
ELB improved by 0.45987

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.36
ELB improved by 0.427413

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.978
ELB improved by 0.381845

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.647
ELB improved by 0.330751

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.368
ELB improved by 0.278488

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.14
ELB improved by 0.2283

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.957
ELB improved by 0.182885

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.813
ELB improved by 0.143978

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.701
ELB improved by 0.112134

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.614
ELB improved by 0.086945

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.547
ELB improved by 0.0674698

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.494
ELB improved by 0.0526091

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.453
ELB improved by 0.0413343

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.42
ELB improved by 0.0327829

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.394
ELB improved by 0.0262757

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.372
ELB improved by 0.021296

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.355
ELB improved by 0.0174592

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.341
ELB improved by 0.014481

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.328
ELB improved by 0.0121526

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.318
ELB improved by 0.0103195

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.309
ELB improved by 0.00886721

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-896.577
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-587.213
ELB improved by 309.364

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-525.325
ELB improved by 61.8884

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-482.955
ELB improved by 42.3692

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-463.192
ELB improved by 19.763

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.642
ELB improved by 9.55087

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.417
ELB improved by 6.22428

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.092
ELB improved by 5.32552

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.871
ELB improved by 5.22122

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.538
ELB improved by 5.33247

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.266
ELB improved by 5.27226

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.577
ELB improved by 4.68868

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.002
ELB improved by 3.5746

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.619
ELB improved by 2.38338

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.091
ELB improved by 1.52813

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.035
ELB improved by 1.05575

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.217
ELB improved by 0.818569

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.554
ELB improved by 0.662911

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.036
ELB improved by 0.517582

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.64
ELB improved by 0.395703

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.33
ELB improved by 0.31066

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.075
ELB improved by 0.25463

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.858
ELB improved by 0.216916

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.668
ELB improved by 0.190471

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.497
ELB improved by 0.171249

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.34
ELB improved by 0.156919

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.194
ELB improved by 0.146085

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.056
ELB improved by 0.137869

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.924
ELB improved by 0.131692

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.797
ELB improved by 0.127155

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.673
ELB improved by 0.123969

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.551
ELB improved by 0.121917

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.43
ELB improved by 0.120826

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.31
ELB improved by 0.120562

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.189
ELB improved by 0.121011

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.066
ELB improved by 0.122083

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.943
ELB improved by 0.12371

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.817
ELB improved by 0.125843

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.688
ELB improved by 0.128459

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.557
ELB improved by 0.131564

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.422
ELB improved by 0.135194

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.282
ELB improved by 0.139418

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.138
ELB improved by 0.144343

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.988
ELB improved by 0.150109

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.831
ELB improved by 0.156886

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.666
ELB improved by 0.164874

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.492
ELB improved by 0.174288

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.306
ELB improved by 0.185346

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.108
ELB improved by 0.198248

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.895
ELB improved by 0.213137

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.665
ELB improved by 0.230054

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.416
ELB improved by 0.248871

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.147
ELB improved by 0.269206

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.857
ELB improved by 0.290331

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.546
ELB improved by 0.311061

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.216
ELB improved by 0.329659

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.872
ELB improved by 0.343835

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.521
ELB improved by 0.351026

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.172
ELB improved by 0.349084

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.835
ELB improved by 0.337226

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.518
ELB improved by 0.316728

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.227
ELB improved by 0.290966

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.962
ELB improved by 0.264963

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.717
ELB improved by 0.245244

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.476
ELB improved by 0.241069

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.209
ELB improved by 0.26655

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.877
ELB improved by 0.331989

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.479
ELB improved by 0.398026

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.098
ELB improved by 0.381029

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.8
ELB improved by 0.297968

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.585
ELB improved by 0.215384

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.433
ELB improved by 0.151811

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.326
ELB improved by 0.106643

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.25
ELB improved by 0.0759886

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.195
ELB improved by 0.0553615

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.154
ELB improved by 0.0412855

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.122
ELB improved by 0.0314795

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.098
ELB improved by 0.0245146

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.078
ELB improved by 0.0194879

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.062
ELB improved by 0.0158108

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.049
ELB improved by 0.0130879

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.038
ELB improved by 0.0110474

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.029
ELB improved by 0.00949935

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  3.012   0.158   3.154

name	user	system	elapsed
coef.graper	0.089	0.004	0.092
getPIPs	0.084	0.004	0.087
graper	0.134	0.004	0.138
makeExampleData	0.014	0.000	0.014
makeExampleDataWithUnequalGroups	0.013	0.004	0.016
plotELBO	0.293	0.012	0.306
plotGroupPenalties	1.122	0.044	1.166
plotPosterior	0.747	0.012	0.760
predict.graper	3.193	0.024	3.218
print.graper	0.088	0.000	0.089

CHECK results for graper on kunpeng1

Summary

Command output

Installation output

Tests output

Example timings