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

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: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:graper.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings graper_1.14.2.tar.gz

StartedAt: 2023-04-10 20:31:56 -0400 (Mon, 10 Apr 2023)

EndedAt: 2023-04-10 20:32:56 -0400 (Mon, 10 Apr 2023)

EllapsedTime: 60.2 seconds

RetCode: 0

Status: OK

CheckDir: graper.Rcheck

Warnings: 0

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###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:graper.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings graper_1.14.2.tar.gz
###
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* using log directory ‘/Users/biocbuild/bbs-3.16-bioc/meat/graper.Rcheck’
* using R version 4.2.3 (2023-03-15)
* using platform: x86_64-apple-darwin17.0 (64-bit)
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.14.2’
* 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 ... OK
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking R files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... OK
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... NOTE
Note: information on .o files 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 ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE

Status: 1 NOTE
See
  ‘/Users/biocbuild/bbs-3.16-bioc/meat/graper.Rcheck/00check.log’
for details.

##############################################################################
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###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD INSTALL graper
###
##############################################################################
##############################################################################


* installing to library ‘/Library/Frameworks/R.framework/Versions/4.2/Resources/library’
* installing *source* package ‘graper’ ...
** using staged installation
** libs
clang++ -mmacosx-version-min=10.13 -std=gnu++11 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.2/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.2/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.2/Resources/library/BH/include' -I/usr/local/include   -fPIC  -Wall -g -O2  -c RcppExports.cpp -o RcppExports.o
clang++ -mmacosx-version-min=10.13 -std=gnu++11 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.2/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.2/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.2/Resources/library/BH/include' -I/usr/local/include   -fPIC  -Wall -g -O2  -c fit_graper.cpp -o fit_graper.o
clang++ -mmacosx-version-min=10.13 -std=gnu++11 -dynamiclib -Wl,-headerpad_max_install_names -undefined dynamic_lookup -single_module -multiply_defined suppress -L/Library/Frameworks/R.framework/Resources/lib -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -L/Library/Frameworks/R.framework/Resources/lib -lRlapack -L/Library/Frameworks/R.framework/Resources/lib -lRblas -L/usr/local/gfortran/lib/gcc/x86_64-apple-darwin18/8.2.0 -L/usr/local/gfortran/lib -lgfortran -lquadmath -lm -F/Library/Frameworks/R.framework/.. -framework R -Wl,-framework -Wl,CoreFoundation
ld: warning: dylib (/usr/local/gfortran/lib/libgfortran.dylib) was built for newer macOS version (10.14) than being linked (10.13)
ld: warning: dylib (/usr/local/gfortran/lib/libquadmath.dylib) was built for newer macOS version (10.14) than being linked (10.13)
installing to /Library/Frameworks/R.framework/Versions/4.2/Resources/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-apple-darwin17.0 (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=-858.051
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-586.243
ELB improved by 271.809

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-523.878
ELB improved by 62.3647

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-481.009
ELB improved by 42.8687

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-462.275
ELB improved by 18.7341

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.183
ELB improved by 7.09249

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.39
ELB improved by 3.79265

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.667
ELB improved by 2.72341

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.335
ELB improved by 2.33177

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.201
ELB improved by 2.13367

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.225
ELB improved by 1.97629

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.418
ELB improved by 1.80634

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.808
ELB improved by 1.61043

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.413
ELB improved by 1.39461

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.239
ELB improved by 1.17411

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.273
ELB improved by 0.966015

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.49
ELB improved by 0.783537

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.857
ELB improved by 0.633138

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.342
ELB improved by 0.514836

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.917
ELB improved by 0.424338

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.562
ELB improved by 0.355457

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.26
ELB improved by 0.302098

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432
ELB improved by 0.259491

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.776
ELB improved by 0.224483

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.581
ELB improved by 0.195178

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.41
ELB improved by 0.170434

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.261
ELB improved by 0.149504

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.129
ELB improved by 0.131827

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.012
ELB improved by 0.116937

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.908
ELB improved by 0.104418

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.814
ELB improved by 0.0938949

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.729
ELB improved by 0.0850335

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.651
ELB improved by 0.0775471

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.58
ELB improved by 0.0711961

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.514
ELB improved by 0.0657845

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.453
ELB improved by 0.0611546

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.396
ELB improved by 0.0571803

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.342
ELB improved by 0.0537611

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.291
ELB improved by 0.0508164

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.243
ELB improved by 0.0482811

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.197
ELB improved by 0.0461026

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.153
ELB improved by 0.0442379

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.11
ELB improved by 0.0426515

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.069
ELB improved by 0.0413142

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.029
ELB improved by 0.0402018

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.989
ELB improved by 0.0392941

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.951
ELB improved by 0.0385747

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.913
ELB improved by 0.0380297

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.875
ELB improved by 0.0376482

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.838
ELB improved by 0.0374212

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.8
ELB improved by 0.0373421

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.763
ELB improved by 0.0374058

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.725
ELB improved by 0.037609

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.687
ELB improved by 0.0379501

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.649
ELB improved by 0.0384292

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.61
ELB improved by 0.0390479

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.57
ELB improved by 0.0398095

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.529
ELB improved by 0.0407187

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.487
ELB improved by 0.0417825

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.444
ELB improved by 0.0430093

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.4
ELB improved by 0.0444096

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.354
ELB improved by 0.0459961

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.306
ELB improved by 0.0477835

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.256
ELB improved by 0.0497891

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.204
ELB improved by 0.0520321

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.15
ELB improved by 0.0545342

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.093
ELB improved by 0.0573194

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.032
ELB improved by 0.0604131

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.968
ELB improved by 0.0638425

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.901
ELB improved by 0.067635

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.829
ELB improved by 0.0718174

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.752
ELB improved by 0.0764144

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.671
ELB improved by 0.0814459

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.584
ELB improved by 0.0869246

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.491
ELB improved by 0.0928522

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.392
ELB improved by 0.0992154

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.286
ELB improved by 0.105981

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.173
ELB improved by 0.113089

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.052
ELB improved by 0.120452

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.925
ELB improved by 0.127946

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.789
ELB improved by 0.135415

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.646
ELB improved by 0.142666

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.497
ELB improved by 0.14948

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.341
ELB improved by 0.155618

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.181
ELB improved by 0.160828

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.016
ELB improved by 0.16485

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.848
ELB improved by 0.167407

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.68
ELB improved by 0.168205

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.513
ELB improved by 0.166946

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.35
ELB improved by 0.163393

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.192
ELB improved by 0.157491

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.043
ELB improved by 0.149487

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.903
ELB improved by 0.139973

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.773
ELB improved by 0.129789

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.653
ELB improved by 0.119877

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.542
ELB improved by 0.111169

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.437
ELB improved by 0.10457

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.336
ELB improved by 0.10101

iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.235
ELB improved by 0.101409

iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.129
ELB improved by 0.106293

iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.014
ELB improved by 0.114678

iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.891
ELB improved by 0.122594

iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.768
ELB improved by 0.123839

iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.653
ELB improved by 0.114877

iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.554
ELB improved by 0.0983299

iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.475
ELB improved by 0.0797425

iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.412
ELB improved by 0.0630845

iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.362
ELB improved by 0.0497904

iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.322
ELB improved by 0.0397486

iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.29
ELB improved by 0.0322856

iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.263
ELB improved by 0.0266932

iteration 112
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.241
ELB improved by 0.022412

iteration 113
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.222
ELB improved by 0.0190511

iteration 114
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.205
ELB improved by 0.0163511

iteration 115
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.191
ELB improved by 0.0141425

iteration 116
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.179
ELB improved by 0.0123122

iteration 117
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.168
ELB improved by 0.010782

iteration 118
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.158
ELB improved by 0.00949518

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-811.446
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-588.338
ELB improved by 223.107

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-527.863
ELB improved by 60.4755

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-474.668
ELB improved by 53.1954

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.173
ELB improved by 33.4946

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.072
ELB improved by 14.1005

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.88
ELB improved by 6.1924

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.924
ELB improved by 3.95588

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.836
ELB improved by 3.08768

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.101
ELB improved by 2.73588

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.45
ELB improved by 2.65063

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.719
ELB improved by 2.73144

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.775
ELB improved by 2.9438

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.502
ELB improved by 3.27255

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.829
ELB improved by 3.67337

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.813
ELB improved by 4.01554

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.748
ELB improved by 4.06504

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.096
ELB improved by 3.65249

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.171
ELB improved by 2.92494

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.937
ELB improved by 2.23335

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.176
ELB improved by 1.76118

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.744
ELB improved by 1.43269

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.524
ELB improved by 1.21971

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.367
ELB improved by 1.15735

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.174
ELB improved by 1.19237

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.919
ELB improved by 1.25484

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.592
ELB improved by 1.32755

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.171
ELB improved by 1.42092

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-366.631
ELB improved by 1.53993

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-364.937
ELB improved by 1.69351

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-363.019
ELB improved by 1.91842

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-360.695
ELB improved by 2.32428

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-357.675
ELB improved by 3.01989

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-353.911
ELB improved by 3.76423

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-350.238
ELB improved by 3.67227

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-347.839
ELB improved by 2.39933

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-346.524
ELB improved by 1.31513

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-345.832
ELB improved by 0.691733

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-345.454
ELB improved by 0.377864

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-345.23
ELB improved by 0.22422

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-345.085
ELB improved by 0.144983

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-344.985
ELB improved by 0.0999757

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-344.913
ELB improved by 0.0718776

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-344.86
ELB improved by 0.053197

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-344.82
ELB improved by 0.0403515

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-344.788
ELB improved by 0.0313376

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-344.763
ELB improved by 0.024898

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-344.743
ELB improved by 0.0202076

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-344.727
ELB improved by 0.01672

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-344.712
ELB improved by 0.0140728

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-344.7
ELB improved by 0.0120239

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-344.69
ELB improved by 0.0104095

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-344.681
ELB improved by 0.00911679

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-880.574
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-596.524
ELB improved by 284.05

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-532.903
ELB improved by 63.6215

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-488.214
ELB improved by 44.6881

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-467.131
ELB improved by 21.0834

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.82
ELB improved by 8.3108

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.161
ELB improved by 4.65942

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.347
ELB improved by 3.81427

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.682
ELB improved by 3.6642

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.956
ELB improved by 3.72586

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.102
ELB improved by 3.85494

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.161
ELB improved by 3.94023

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.334
ELB improved by 3.82727

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.943
ELB improved by 3.39097

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.254
ELB improved by 2.68905

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.311
ELB improved by 1.94268

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.976
ELB improved by 1.33512

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.059
ELB improved by 0.917003

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.404
ELB improved by 0.654753

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.91
ELB improved by 0.493954

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.519
ELB improved by 0.391905

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.196
ELB improved by 0.323009

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.922
ELB improved by 0.273508

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.686
ELB improved by 0.236122

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.479
ELB improved by 0.206832

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.296
ELB improved by 0.183214

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.132
ELB improved by 0.163633

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.985
ELB improved by 0.146861

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.853
ELB improved by 0.13195

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.735
ELB improved by 0.118242

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.63
ELB improved by 0.105438

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.536
ELB improved by 0.0935799

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.453
ELB improved by 0.0829038

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.38
ELB improved by 0.0736229

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.314
ELB improved by 0.0657905

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.255
ELB improved by 0.059291

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.201
ELB improved by 0.053913

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.151
ELB improved by 0.0494287

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.106
ELB improved by 0.0456404

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.063
ELB improved by 0.0423953

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.024
ELB improved by 0.0395815

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.987
ELB improved by 0.0371183

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.952
ELB improved by 0.0349468

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.919
ELB improved by 0.0330227

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.887
ELB improved by 0.0313115

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.857
ELB improved by 0.0297854

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.829
ELB improved by 0.0284215

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.802
ELB improved by 0.0272005

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.776
ELB improved by 0.0261055

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.751
ELB improved by 0.0251222

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.726
ELB improved by 0.024238

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.703
ELB improved by 0.0234415

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.68
ELB improved by 0.0227229

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.658
ELB improved by 0.0220735

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.637
ELB improved by 0.0214851

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.616
ELB improved by 0.0209508

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.595
ELB improved by 0.0204641

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.575
ELB improved by 0.0200193

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.556
ELB improved by 0.019611

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.536
ELB improved by 0.0192346

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.517
ELB improved by 0.0188857

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.499
ELB improved by 0.0185605

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.481
ELB improved by 0.0182553

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.463
ELB improved by 0.017967

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.445
ELB improved by 0.0176927

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.428
ELB improved by 0.01743

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.41
ELB improved by 0.0171765

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.393
ELB improved by 0.0169303

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.377
ELB improved by 0.0166897

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.36
ELB improved by 0.0164533

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.344
ELB improved by 0.01622

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.328
ELB improved by 0.0159887

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.312
ELB improved by 0.0157588

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.297
ELB improved by 0.01553

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.282
ELB improved by 0.0153017

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.266
ELB improved by 0.0150742

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.252
ELB improved by 0.0148473

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.237
ELB improved by 0.0146214

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.223
ELB improved by 0.0143969

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.208
ELB improved by 0.0141742

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.194
ELB improved by 0.013954

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.181
ELB improved by 0.013737

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.167
ELB improved by 0.0135237

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.154
ELB improved by 0.013315

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.141
ELB improved by 0.0131116

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.128
ELB improved by 0.0129142

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.115
ELB improved by 0.0127235

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.103
ELB improved by 0.0125403

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.09
ELB improved by 0.0123651

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.078
ELB improved by 0.0121984

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.066
ELB improved by 0.0120408

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.054
ELB improved by 0.0118928

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.042
ELB improved by 0.0117546

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.031
ELB improved by 0.0116266

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.019
ELB improved by 0.011509

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.008
ELB improved by 0.0114021

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.996
ELB improved by 0.0113058

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.985
ELB improved by 0.0112203

iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.974
ELB improved by 0.0111456

iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.963
ELB improved by 0.0110816

iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.952
ELB improved by 0.0110283

iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.941
ELB improved by 0.0109856

iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.93
ELB improved by 0.0109533

iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.919
ELB improved by 0.0109314

iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.908
ELB improved by 0.0109196

iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.897
ELB improved by 0.0109178

iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.886
ELB improved by 0.0109258

iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.875
ELB improved by 0.0109433

iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.864
ELB improved by 0.0109702

iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.853
ELB improved by 0.0110061

iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.842
ELB improved by 0.011051

iteration 112
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.831
ELB improved by 0.0111044

iteration 113
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.82
ELB improved by 0.0111661

iteration 114
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.809
ELB improved by 0.0112359

iteration 115
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.798
ELB improved by 0.0113133

iteration 116
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.786
ELB improved by 0.0113981

iteration 117
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.775
ELB improved by 0.0114899

iteration 118
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.763
ELB improved by 0.0115881

iteration 119
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.751
ELB improved by 0.0116924

iteration 120
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.74
ELB improved by 0.0118021

iteration 121
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.728
ELB improved by 0.0119168

iteration 122
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.716
ELB improved by 0.0120356

iteration 123
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.704
ELB improved by 0.012158

iteration 124
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.691
ELB improved by 0.0122829

iteration 125
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.679
ELB improved by 0.0124095

iteration 126
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.666
ELB improved by 0.0125368

iteration 127
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.654
ELB improved by 0.0126635

iteration 128
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.641
ELB improved by 0.0127885

iteration 129
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.628
ELB improved by 0.0129103

iteration 130
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.615
ELB improved by 0.0130276

iteration 131
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.602
ELB improved by 0.0131386

iteration 132
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.589
ELB improved by 0.0132417

iteration 133
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.575
ELB improved by 0.0133353

iteration 134
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.562
ELB improved by 0.0134174

iteration 135
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.548
ELB improved by 0.0134862

iteration 136
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.535
ELB improved by 0.0135399

iteration 137
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.521
ELB improved by 0.0135768

iteration 138
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.508
ELB improved by 0.0135951

iteration 139
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.494
ELB improved by 0.0135934

iteration 140
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.48
ELB improved by 0.0135703

iteration 141
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.467
ELB improved by 0.0135247

iteration 142
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.453
ELB improved by 0.0134561

iteration 143
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.44
ELB improved by 0.013364

iteration 144
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.427
ELB improved by 0.0132487

iteration 145
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.414
ELB improved by 0.013111

iteration 146
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.401
ELB improved by 0.0129519

iteration 147
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.388
ELB improved by 0.0127736

iteration 148
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.375
ELB improved by 0.0125786

iteration 149
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.363
ELB improved by 0.0123702

iteration 150
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.351
ELB improved by 0.0121526

iteration 151
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.339
ELB improved by 0.011931

iteration 152
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.327
ELB improved by 0.0117114

iteration 153
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.316
ELB improved by 0.0115013

iteration 154
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.304
ELB improved by 0.0113097

iteration 155
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.293
ELB improved by 0.0111478

iteration 156
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.282
ELB improved by 0.0110299

iteration 157
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.271
ELB improved by 0.0109745

iteration 158
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.26
ELB improved by 0.0110069

iteration 159
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.249
ELB improved by 0.0111623

iteration 160
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.238
ELB improved by 0.011492

iteration 161
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.226
ELB improved by 0.0120731

iteration 162
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.212
ELB improved by 0.0130259

iteration 163
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.198
ELB improved by 0.0145444

iteration 164
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.181
ELB improved by 0.0169524

iteration 165
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.16
ELB improved by 0.0208066

iteration 166
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.133
ELB improved by 0.0270887

iteration 167
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.096
ELB improved by 0.0375445

iteration 168
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.04
ELB improved by 0.0551826

iteration 169
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.956
ELB improved by 0.0844826

iteration 170
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.827
ELB improved by 0.129046

iteration 171
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.644
ELB improved by 0.182497

iteration 172
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.423
ELB improved by 0.221228

iteration 173
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.195
ELB improved by 0.228132

iteration 174
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.978
ELB improved by 0.217135

iteration 175
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.768
ELB improved by 0.209487

iteration 176
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.554
ELB improved by 0.214072

iteration 177
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.326
ELB improved by 0.228011

iteration 178
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.09
ELB improved by 0.235845

iteration 179
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.871
ELB improved by 0.219422

iteration 180
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.687
ELB improved by 0.184199

iteration 181
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.532
ELB improved by 0.154386

iteration 182
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.386
ELB improved by 0.146028

iteration 183
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.222
ELB improved by 0.16467

iteration 184
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.017
ELB improved by 0.204591

iteration 185
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.784
ELB improved by 0.232711

iteration 186
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.573
ELB improved by 0.211061

iteration 187
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.419
ELB improved by 0.154458

iteration 188
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.318
ELB improved by 0.101206

iteration 189
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.252
ELB improved by 0.0655142

iteration 190
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.208
ELB improved by 0.0442575

iteration 191
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.176
ELB improved by 0.0317762

iteration 192
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.152
ELB improved by 0.0243174

iteration 193
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.132
ELB improved by 0.0198811

iteration 194
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.114
ELB improved by 0.0174794

iteration 195
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.098
ELB improved by 0.0166758

iteration 196
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.08
ELB improved by 0.017365

iteration 197
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.061
ELB improved by 0.0196675

iteration 198
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.037
ELB improved by 0.0238273

iteration 199
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.007
ELB improved by 0.0299831

iteration 200
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.969
ELB improved by 0.0376821

iteration 201
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.924
ELB improved by 0.0452422

iteration 202
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.874
ELB improved by 0.0497424

iteration 203
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.826
ELB improved by 0.0485945

iteration 204
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.784
ELB improved by 0.0417461

iteration 205
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.752
ELB improved by 0.0318429

iteration 206
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.73
ELB improved by 0.0220997

iteration 207
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.716
ELB improved by 0.0144231

iteration 208
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.706
ELB improved by 0.00918088

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-859.667
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-574.677
ELB improved by 284.99

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-514.153
ELB improved by 60.524

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-470.064
ELB improved by 44.0888

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.344
ELB improved by 19.7196

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.123
ELB improved by 7.2213

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.134
ELB improved by 3.98936

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.1
ELB improved by 3.03414

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.441
ELB improved by 2.65902

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.965
ELB improved by 2.47537

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.618
ELB improved by 2.34764

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.386
ELB improved by 2.23162

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.273
ELB improved by 2.11334

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.286
ELB improved by 1.98607

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.442
ELB improved by 1.84407

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.76
ELB improved by 1.68263

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.26
ELB improved by 1.49945

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.963
ELB improved by 1.29682

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.879
ELB improved by 1.0844

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414
ELB improved by 0.878646

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.304
ELB improved by 0.696762

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.754
ELB improved by 0.549714

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.314
ELB improved by 0.439564

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.953
ELB improved by 0.361701

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.644
ELB improved by 0.308817

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.37
ELB improved by 0.273879

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.119
ELB improved by 0.251389

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.881
ELB improved by 0.237491

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.652
ELB improved by 0.229571

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.426
ELB improved by 0.225784

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.201
ELB improved by 0.22468

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.976
ELB improved by 0.225017

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.75
ELB improved by 0.225754

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.524
ELB improved by 0.226164

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.298
ELB improved by 0.225935

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.073
ELB improved by 0.225189

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.849
ELB improved by 0.224437

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.624
ELB improved by 0.224573

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.397
ELB improved by 0.226952

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.164
ELB improved by 0.233515

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.917
ELB improved by 0.246789

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.647
ELB improved by 0.269269

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.346
ELB improved by 0.301399

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.007
ELB improved by 0.33904

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.631
ELB improved by 0.375738

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.22
ELB improved by 0.411246

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.767
ELB improved by 0.452928

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.26
ELB improved by 0.506651

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.688
ELB improved by 0.572244

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.041
ELB improved by 0.647428

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.309
ELB improved by 0.731776

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.483
ELB improved by 0.825601

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.556
ELB improved by 0.927285

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.524
ELB improved by 1.03202

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.393
ELB improved by 1.13143

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.178
ELB improved by 1.21503

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.904
ELB improved by 1.27379

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.596
ELB improved by 1.30766

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.254
ELB improved by 1.34217

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.92
ELB improved by 1.33394

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.8
ELB improved by 1.12037

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.991
ELB improved by 0.808375

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.433
ELB improved by 0.558032

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.065
ELB improved by 0.368714

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.833
ELB improved by 0.231393

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.689
ELB improved by 0.144186

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.596
ELB improved by 0.0932398

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.532
ELB improved by 0.063726

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.486
ELB improved by 0.0460017

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.451
ELB improved by 0.034778

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.424
ELB improved by 0.0272885

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.402
ELB improved by 0.0220649

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.384
ELB improved by 0.0182904

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.368
ELB improved by 0.0154839

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.355
ELB improved by 0.0133465

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.343
ELB improved by 0.0116843

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.333
ELB improved by 0.0103673

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.323
ELB improved by 0.00930582

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.251   0.223   2.475

name	user	system	elapsed
coef.graper	0.043	0.012	0.055
getPIPs	0.04	0.01	0.05
graper	0.066	0.014	0.079
makeExampleData	0.008	0.001	0.009
makeExampleDataWithUnequalGroups	0.009	0.002	0.010
plotELBO	0.213	0.023	0.238
plotGroupPenalties	0.740	0.035	0.778
plotPosterior	0.431	0.019	0.452
predict.graper	1.631	0.076	1.749
print.graper	0.045	0.015	0.060

CHECK results for graper on lconway

Summary

Command output

Installation output

Tests output

Example timings