Multiple platform build/check report for BioC 3.22 - CHECK results for graper on merida1

Hostname	OS	Arch (*)	R version	Installed pkgs
nebbiolo2	Linux (Ubuntu 24.04.3 LTS)	x86_64	4.5.2 (2025-10-31) -- "[Not] Part in a Rumble"	4615
merida1	macOS 12.7.6 Monterey	x86_64	4.5.2 Patched (2025-11-05 r88990) -- "[Not] Part in a Rumble"	4610
kjohnson1	macOS 13.7.5 Ventura	arm64	4.5.2 Patched (2025-11-04 r88984) -- "[Not] Part in a Rumble"	4598
taishan	Linux (openEuler 24.03 LTS)	aarch64	4.5.0 (2025-04-11) -- "How About a Twenty-Six"	4668
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*

CHECK results for graper on merida1

To the developers/maintainers of the graper package:
- Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/graper.git to reflect on this report. See Troubleshooting Build Report for more information.
- Use the following Renviron settings to reproduce errors and warnings.
- If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information.

raw results

Summary

Package: graper

Version: 1.26.0

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_1.26.0.tar.gz

StartedAt: 2025-11-18 08:31:28 -0500 (Tue, 18 Nov 2025)

EndedAt: 2025-11-18 08:33:53 -0500 (Tue, 18 Nov 2025)

EllapsedTime: 144.7 seconds

RetCode: 0

Status: OK

CheckDir: graper.Rcheck

Warnings: 0

Command output

##############################################################################
##############################################################################
###
### 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_1.26.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/Users/biocbuild/bbs-3.22-bioc/meat/graper.Rcheck’
* using R version 4.5.2 Patched (2025-11-05 r88990)
* using platform: x86_64-apple-darwin20
* R was compiled by
    Apple clang version 14.0.0 (clang-1400.0.29.202)
    GNU Fortran (GCC) 14.2.0
* running under: macOS Monterey 12.7.6
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.26.0’
* 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: ‘Apple clang version 14.0.0 (clang-1400.0.29.202)’
* used SDK: ‘MacOSX11.3.1.sdk’
* 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 code 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 ... NOTE
checkRd: (-1) predict.graper.Rd:19-21: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:23-24: Lost braces in \itemize; meant \describe ?
* 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 ... OK
* checking running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE

Status: 2 NOTEs
See
  ‘/Users/biocbuild/bbs-3.22-bioc/meat/graper.Rcheck/00check.log’
for details.

Installation output

graper.Rcheck/00install.out

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


* installing to library ‘/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library’
* installing *source* package ‘graper’ ...
** this is package ‘graper’ version ‘1.26.0’
** using staged installation
** libs
using C++ compiler: ‘Apple clang version 14.0.0 (clang-1400.0.29.202)’
using SDK: ‘MacOSX11.3.1.sdk’
clang++ -arch x86_64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/BH/include' -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c RcppExports.cpp -o RcppExports.o
clang++ -arch x86_64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/BH/include' -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c fit_graper.cpp -o fit_graper.o
clang++ -arch x86_64 -std=gnu++17 -dynamiclib -Wl,-headerpad_max_install_names -undefined dynamic_lookup -L/Library/Frameworks/R.framework/Resources/lib -L/opt/R/x86_64/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/opt/gfortran/lib/gcc/x86_64-apple-darwin20.0/14.2.0 -L/opt/gfortran/lib -lemutls_w -lheapt_w -lgfortran -lquadmath -F/Library/Frameworks/R.framework/.. -framework R
installing to /Library/Frameworks/R.framework/Versions/4.5-x86_64/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)

Tests output

graper.Rcheck/tests/testthat.Rout


R version 4.5.2 Patched (2025-11-05 r88990) -- "[Not] Part in a Rumble"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: x86_64-apple-darwin20

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=-879.611
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-563.933
ELB improved by 315.679

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-501.639
ELB improved by 62.293

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-466.123
ELB improved by 35.5161

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.6
ELB improved by 15.5238

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.821
ELB improved by 7.77863

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.546
ELB improved by 5.27483

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.09
ELB improved by 4.45619

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.802
ELB improved by 4.28821

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.457
ELB improved by 4.34426

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.053
ELB improved by 4.40457

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.785
ELB improved by 4.26814

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.007
ELB improved by 3.77756

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.009
ELB improved by 2.998

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.832
ELB improved by 2.17688

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.316
ELB improved by 1.51653

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.255
ELB improved by 1.06091

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.493
ELB improved by 0.762154

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.928
ELB improved by 0.564285

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.497
ELB improved by 0.431926

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.152
ELB improved by 0.344829

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.861
ELB improved by 0.290403

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.599
ELB improved by 0.262581

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.336
ELB improved by 0.262278

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.042
ELB improved by 0.29447

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.689
ELB improved by 0.352997

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.295
ELB improved by 0.394085

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.941
ELB improved by 0.354101

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.689
ELB improved by 0.252008

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.521
ELB improved by 0.16812

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.398
ELB improved by 0.122358

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.3
ELB improved by 0.0980836

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.217
ELB improved by 0.083054

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.145
ELB improved by 0.0722149

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.081
ELB improved by 0.063669

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.025
ELB improved by 0.0566253

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.974
ELB improved by 0.0506825

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.928
ELB improved by 0.0455956

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.887
ELB improved by 0.0411967

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.85
ELB improved by 0.0373625

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.816
ELB improved by 0.0339989

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.785
ELB improved by 0.0310324

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.756
ELB improved by 0.0284041

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.73
ELB improved by 0.0260663

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.706
ELB improved by 0.0239796

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.684
ELB improved by 0.0221113

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.664
ELB improved by 0.0204337

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.645
ELB improved by 0.0189235

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.627
ELB improved by 0.0175608

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.611
ELB improved by 0.0163284

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.596
ELB improved by 0.0152116

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.582
ELB improved by 0.0141976

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.568
ELB improved by 0.0132752

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.556
ELB improved by 0.0124348

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.544
ELB improved by 0.0116677

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.533
ELB improved by 0.0109665

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.523
ELB improved by 0.0103247

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.513
ELB improved by 0.0097362

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-856.881
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-618.623
ELB improved by 238.258

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-558.385
ELB improved by 60.2381

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-506.949
ELB improved by 51.4357

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-473.901
ELB improved by 33.0487

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.666
ELB improved by 15.234

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.948
ELB improved by 7.71893

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.469
ELB improved by 6.47866

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.815
ELB improved by 6.65338

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.084
ELB improved by 6.73105

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.054
ELB improved by 6.03083

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.453
ELB improved by 4.60039

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.315
ELB improved by 3.13805

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.198
ELB improved by 2.117

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.662
ELB improved by 1.53657

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.445
ELB improved by 1.2164

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.482
ELB improved by 0.963517

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.756
ELB improved by 0.725928

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.198
ELB improved by 0.557616

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.738
ELB improved by 0.460443

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.326
ELB improved by 0.411926

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.925
ELB improved by 0.400642

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.506
ELB improved by 0.419294

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.066
ELB improved by 0.439629

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.658
ELB improved by 0.408097

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.339
ELB improved by 0.319429

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.105
ELB improved by 0.23395

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.922
ELB improved by 0.183064

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.764
ELB improved by 0.15729

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.621
ELB improved by 0.143164

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.487
ELB improved by 0.133791

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.361
ELB improved by 0.126418

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.241
ELB improved by 0.119994

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.127
ELB improved by 0.114092

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.018
ELB improved by 0.108519

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.915
ELB improved by 0.103185

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.817
ELB improved by 0.0980479

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.724
ELB improved by 0.0930976

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.636
ELB improved by 0.088339

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.552
ELB improved by 0.0837866

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.472
ELB improved by 0.0794577

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.397
ELB improved by 0.0753681

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.326
ELB improved by 0.0715295

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.258
ELB improved by 0.0679482

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.193
ELB improved by 0.0646246

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.131
ELB improved by 0.0615537

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.073
ELB improved by 0.0587257

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.017
ELB improved by 0.0561273

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.963
ELB improved by 0.0537424

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.911
ELB improved by 0.0515533

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.862
ELB improved by 0.0495414

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.814
ELB improved by 0.0476879

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.768
ELB improved by 0.0459745

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.724
ELB improved by 0.0443832

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.681
ELB improved by 0.0428972

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.639
ELB improved by 0.0415008

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.599
ELB improved by 0.0401791

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.56
ELB improved by 0.0389188

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.523
ELB improved by 0.0377078

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.486
ELB improved by 0.036535

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.451
ELB improved by 0.0353907

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.416
ELB improved by 0.0342667

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.383
ELB improved by 0.0331557

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.351
ELB improved by 0.032052

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.32
ELB improved by 0.0309509

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.29
ELB improved by 0.0298492

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.262
ELB improved by 0.0287448

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.234
ELB improved by 0.0276367

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.207
ELB improved by 0.0265253

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.182
ELB improved by 0.0254118

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.158
ELB improved by 0.0242982

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.135
ELB improved by 0.0231875

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.112
ELB improved by 0.0220831

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.091
ELB improved by 0.0209891

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.072
ELB improved by 0.0199097

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.053
ELB improved by 0.0188492

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.035
ELB improved by 0.0178119

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.018
ELB improved by 0.016802

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.002
ELB improved by 0.0158232

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.987
ELB improved by 0.0148789

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.973
ELB improved by 0.013972

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.96
ELB improved by 0.013105

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.948
ELB improved by 0.0122796

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.937
ELB improved by 0.0114971

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.926
ELB improved by 0.0107583

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.916
ELB improved by 0.0100633

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.906
ELB improved by 0.00941191

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-879.853
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-587.735
ELB improved by 292.118

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-527.001
ELB improved by 60.7341

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-483.286
ELB improved by 43.715

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.249
ELB improved by 23.037

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.27
ELB improved by 9.9791

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.752
ELB improved by 5.51773

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.489
ELB improved by 4.2633

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.532
ELB improved by 3.95685

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.539
ELB improved by 3.99239

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.451
ELB improved by 4.08816

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.435
ELB improved by 4.01585

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.802
ELB improved by 3.63339

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.804
ELB improved by 2.99805

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.496
ELB improved by 2.30827

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.788
ELB improved by 1.70789

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.57
ELB improved by 1.21748

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.73
ELB improved by 0.840263

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.145
ELB improved by 0.585382

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.716
ELB improved by 0.428609

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.383
ELB improved by 0.33276

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.112
ELB improved by 0.270991

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.884
ELB improved by 0.228405

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.687
ELB improved by 0.197255

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.513
ELB improved by 0.173407

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.359
ELB improved by 0.154523

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.219
ELB improved by 0.139197

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.093
ELB improved by 0.126534

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.977
ELB improved by 0.115934

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.87
ELB improved by 0.106982

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.771
ELB improved by 0.0993756

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.678
ELB improved by 0.0928885

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.59
ELB improved by 0.0873472

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.508
ELB improved by 0.0826151

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.429
ELB improved by 0.0785821

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.354
ELB improved by 0.0751583

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.282
ELB improved by 0.0722691

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.212
ELB improved by 0.0698517

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.144
ELB improved by 0.0678527

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.078
ELB improved by 0.0662262

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.013
ELB improved by 0.0649322

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.949
ELB improved by 0.0639355

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.886
ELB improved by 0.0632044

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.823
ELB improved by 0.0627103

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.761
ELB improved by 0.0624268

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.698
ELB improved by 0.0623293

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.636
ELB improved by 0.0623943

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.573
ELB improved by 0.0625995

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.51
ELB improved by 0.062923

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.447
ELB improved by 0.063344

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.383
ELB improved by 0.0638423

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.319
ELB improved by 0.0643983

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.254
ELB improved by 0.0649934

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.188
ELB improved by 0.0656101

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.122
ELB improved by 0.0662317

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.055
ELB improved by 0.0668426

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.988
ELB improved by 0.067428

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.92
ELB improved by 0.0679732

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.851
ELB improved by 0.0684637

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.782
ELB improved by 0.0688839

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.713
ELB improved by 0.0692173

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.644
ELB improved by 0.0694454

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.574
ELB improved by 0.0695482

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.505
ELB improved by 0.0695042

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.435
ELB improved by 0.069291

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.366
ELB improved by 0.0688867

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.298
ELB improved by 0.0682715

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.231
ELB improved by 0.0674292

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.164
ELB improved by 0.0663493

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.099
ELB improved by 0.0650285

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.036
ELB improved by 0.0634722

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.974
ELB improved by 0.0616958

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.914
ELB improved by 0.0597254

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.857
ELB improved by 0.0575984

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.802
ELB improved by 0.0553651

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.748
ELB improved by 0.0530909

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.698
ELB improved by 0.0508622

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.649
ELB improved by 0.0487979

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.602
ELB improved by 0.0470707

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.556
ELB improved by 0.0459454

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.51
ELB improved by 0.0458407

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.463
ELB improved by 0.0474086

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.411
ELB improved by 0.0515767

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.352
ELB improved by 0.0593513

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.281
ELB improved by 0.071005

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.196
ELB improved by 0.0846056

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.1
ELB improved by 0.095532

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.001
ELB improved by 0.0994222

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.905
ELB improved by 0.0964549

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.813
ELB improved by 0.0912935

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.725
ELB improved by 0.0887561

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.634
ELB improved by 0.0903845

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.54
ELB improved by 0.0942971

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.442
ELB improved by 0.0978567

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.341
ELB improved by 0.101261

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.233
ELB improved by 0.107728

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.113
ELB improved by 0.119692

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.978
ELB improved by 0.135035

iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.833
ELB improved by 0.145525

iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.691
ELB improved by 0.14163

iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.568
ELB improved by 0.123493

iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.466
ELB improved by 0.101764

iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.379
ELB improved by 0.0869689

iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.292
ELB improved by 0.0866256

iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.179
ELB improved by 0.112999

iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.983
ELB improved by 0.19632

iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.596
ELB improved by 0.386498

iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.906
ELB improved by 0.69065

iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.89
ELB improved by 1.01533

iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.673
ELB improved by 1.2174

iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.417
ELB improved by 1.25598

iteration 112
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.241
ELB improved by 1.17638

iteration 113
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.158
ELB improved by 1.08257

iteration 114
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.027
ELB improved by 1.13155

iteration 115
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.708
ELB improved by 1.31866

iteration 116
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.386
ELB improved by 1.32146

iteration 117
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.339
ELB improved by 1.04795

iteration 118
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.617
ELB improved by 0.721546

iteration 119
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.154
ELB improved by 0.46278

iteration 120
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.872
ELB improved by 0.281961

iteration 121
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.706
ELB improved by 0.166467

iteration 122
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.607
ELB improved by 0.0985216

iteration 123
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.546
ELB improved by 0.0611426

iteration 124
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.505
ELB improved by 0.0411414

iteration 125
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.475
ELB improved by 0.0301572

iteration 126
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.451
ELB improved by 0.0236772

iteration 127
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.432
ELB improved by 0.0194795

iteration 128
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.415
ELB improved by 0.0165058

iteration 129
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.401
ELB improved by 0.0142468

iteration 130
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.388
ELB improved by 0.0124464

iteration 131
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.377
ELB improved by 0.0109671

iteration 132
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.368
ELB improved by 0.0097285

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-848.071
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-558.573
ELB improved by 289.498

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-495.145
ELB improved by 63.4274

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.867
ELB improved by 37.2781

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.705
ELB improved by 16.1622

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.321
ELB improved by 7.38444

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.283
ELB improved by 5.03814

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.673
ELB improved by 4.60983

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.9
ELB improved by 4.77319

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.759
ELB improved by 5.14028

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.35
ELB improved by 5.40902

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.125
ELB improved by 5.22491

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.759
ELB improved by 4.36622

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.662
ELB improved by 3.09704

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.701
ELB improved by 1.96085

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.483
ELB improved by 1.21818

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.678
ELB improved by 0.804788

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.095
ELB improved by 0.583139

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.635
ELB improved by 0.460014

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.248
ELB improved by 0.387286

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.906
ELB improved by 0.341792

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.594
ELB improved by 0.312248

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.301
ELB improved by 0.292945

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.02
ELB improved by 0.280927

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.745
ELB improved by 0.274705

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.472
ELB improved by 0.27361

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.194
ELB improved by 0.277296

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.909
ELB improved by 0.285163

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.613
ELB improved by 0.295854

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.306
ELB improved by 0.30759

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.986
ELB improved by 0.319645

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.653
ELB improved by 0.332899

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.305
ELB improved by 0.347677

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.944
ELB improved by 0.36134

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.575
ELB improved by 0.369568

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.204
ELB improved by 0.370536

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.838
ELB improved by 0.366129

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.478
ELB improved by 0.359527

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.125
ELB improved by 0.353545

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.775
ELB improved by 0.349336

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.432
ELB improved by 0.343619

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.103
ELB improved by 0.328913

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.801
ELB improved by 0.30231

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.53
ELB improved by 0.270143

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.291
ELB improved by 0.239477

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.078
ELB improved by 0.212705

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.889
ELB improved by 0.189599

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.719
ELB improved by 0.169503

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.567
ELB improved by 0.151929

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.431
ELB improved by 0.136541

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.308
ELB improved by 0.123074

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.196
ELB improved by 0.111292

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.095
ELB improved by 0.100968

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.003
ELB improved by 0.0918883

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.92
ELB improved by 0.0838581

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.843
ELB improved by 0.0767034

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.773
ELB improved by 0.0702742

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.708
ELB improved by 0.0644447

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.649
ELB improved by 0.0591121

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.595
ELB improved by 0.0541954

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.545
ELB improved by 0.0496325

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.5
ELB improved by 0.0453788

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.458
ELB improved by 0.0414038

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.421
ELB improved by 0.0376887

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.387
ELB improved by 0.0342233

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.356
ELB improved by 0.0310033

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.328
ELB improved by 0.0280273

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.302
ELB improved by 0.0252949

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.279
ELB improved by 0.0228046

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.259
ELB improved by 0.0205525

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.24
ELB improved by 0.0185324

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.224
ELB improved by 0.016735

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.208
ELB improved by 0.0151482

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.195
ELB improved by 0.013758

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.182
ELB improved by 0.0125488

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.171
ELB improved by 0.0115038

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.16
ELB improved by 0.0106058

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.15
ELB improved by 0.00983771

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  5.456   0.516   6.401

Example timings

graper.Rcheck/graper-Ex.timings

name	user	system	elapsed
coef.graper	0.085	0.044	0.150
getPIPs	0.076	0.036	0.123
graper	0.125	0.052	0.194
makeExampleData	0.018	0.002	0.028
makeExampleDataWithUnequalGroups	0.044	0.003	0.047
plotELBO	0.612	0.040	0.727
plotGroupPenalties	2.626	0.128	3.082
plotPosterior	1.612	0.049	1.879
predict.graper	2.976	0.194	3.724
print.graper	0.075	0.029	0.120