Multiple platform build/check report for BioC 3.20 - CHECK results for graper on palomino6

Hostname	OS	Arch (*)	R version	Installed pkgs
nebbiolo2	Linux (Ubuntu 22.04.3 LTS)	x86_64	4.4.1 (2024-06-14) -- "Race for Your Life"	4677
palomino6	Windows Server 2022 Datacenter	x64	4.4.1 (2024-06-14 ucrt) -- "Race for Your Life"	4416
lconway	macOS 12.7.1 Monterey	x86_64	4.4.1 (2024-06-14) -- "Race for Your Life"	4444
kjohnson3	macOS 13.6.5 Ventura	arm64	4.4.1 (2024-06-14) -- "Race for Your Life"	4393
palomino8	Windows Server 2022 Datacenter	x64	4.4.1 (2024-06-14 ucrt) -- "Race for Your Life"	4373
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 palomino6

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: 1.21.0

Command: C:\Users\biocbuild\bbs-3.20-bioc\R\bin\R.exe CMD check --no-multiarch --install=check:graper.install-out.txt --library=C:\Users\biocbuild\bbs-3.20-bioc\R\library --no-vignettes --timings graper_1.21.0.tar.gz

StartedAt: 2024-07-16 00:36:32 -0400 (Tue, 16 Jul 2024)

EndedAt: 2024-07-16 00:37:53 -0400 (Tue, 16 Jul 2024)

EllapsedTime: 81.3 seconds

RetCode: 0

Status: OK

CheckDir: graper.Rcheck

Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   C:\Users\biocbuild\bbs-3.20-bioc\R\bin\R.exe CMD check --no-multiarch --install=check:graper.install-out.txt --library=C:\Users\biocbuild\bbs-3.20-bioc\R\library --no-vignettes --timings graper_1.21.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory 'C:/Users/biocbuild/bbs-3.20-bioc/meat/graper.Rcheck'
* using R version 4.4.1 (2024-06-14 ucrt)
* using platform: x86_64-w64-mingw32
* R was compiled by
    gcc.exe (GCC) 13.2.0
    GNU Fortran (GCC) 13.2.0
* running under: Windows Server 2022 x64 (build 20348)
* using session charset: UTF-8
* using option '--no-vignettes'
* checking for file 'graper/DESCRIPTION' ... OK
* checking extension type ... Package
* this is package 'graper' version '1.21.0'
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking whether package 'graper' can be installed ... OK
* used C++ compiler: 'G__~1.EXE (GCC) 13.2.0'
* checking C++ specification ... NOTE
  Specified C++11: please drop specification unless essential
* 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 for x64 is not available
File 'C:/Users/biocbuild/bbs-3.20-bioc/R/library/graper/libs/x64/graper.dll':
  Found '_exit', possibly from '_exit' (C)
  Found 'abort', possibly from 'abort' (C), 'runtime' (Fortran)
  Found 'exit', possibly from 'exit' (C), 'stop' (Fortran)

Compiled code should not call entry points which might terminate R nor
write to stdout/stderr instead of to the console, nor use Fortran I/O
nor system RNGs nor [v]sprintf. The detected symbols are linked into
the code but might come from libraries and not actually be called.

See 'Writing portable packages' in the 'Writing R Extensions' manual.
* checking files in 'vignettes' ... OK
* checking examples ... OK
* checking for unstated dependencies in 'tests' ... OK
* checking tests ...
  Running 'testthat.R'
 OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE

Status: 3 NOTEs
See
  'C:/Users/biocbuild/bbs-3.20-bioc/meat/graper.Rcheck/00check.log'
for details.

Installation output

graper.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   C:\Users\biocbuild\bbs-3.20-bioc\R\bin\R.exe CMD INSTALL graper
###
##############################################################################
##############################################################################


* installing to library 'C:/Users/biocbuild/bbs-3.20-bioc/R/library'
* installing *source* package 'graper' ...
** using staged installation
** libs
using C++ compiler: 'G__~1.EXE (GCC) 13.2.0'
using C++11
g++  -std=gnu++11 -I"C:/Users/biocbuild/bbs-3.20-bioc/R/include" -DNDEBUG  -I'C:/Users/biocbuild/bbs-3.20-bioc/R/library/Rcpp/include' -I'C:/Users/biocbuild/bbs-3.20-bioc/R/library/RcppArmadillo/include' -I'C:/Users/biocbuild/bbs-3.20-bioc/R/library/BH/include'   -I"C:/rtools44/x86_64-w64-mingw32.static.posix/include"     -O2 -Wall  -mfpmath=sse -msse2 -mstackrealign  -c RcppExports.cpp -o RcppExports.o
g++  -std=gnu++11 -I"C:/Users/biocbuild/bbs-3.20-bioc/R/include" -DNDEBUG  -I'C:/Users/biocbuild/bbs-3.20-bioc/R/library/Rcpp/include' -I'C:/Users/biocbuild/bbs-3.20-bioc/R/library/RcppArmadillo/include' -I'C:/Users/biocbuild/bbs-3.20-bioc/R/library/BH/include'   -I"C:/rtools44/x86_64-w64-mingw32.static.posix/include"     -O2 -Wall  -mfpmath=sse -msse2 -mstackrealign  -c fit_graper.cpp -o fit_graper.o
In file included from C:/Users/biocbuild/bbs-3.20-bioc/R/library/BH/include/boost/math/special_functions/detail/round_fwd.hpp:11,
                 from C:/Users/biocbuild/bbs-3.20-bioc/R/library/BH/include/boost/math/special_functions/math_fwd.hpp:29,
                 from C:/Users/biocbuild/bbs-3.20-bioc/R/library/BH/include/boost/math/special_functions/digamma.hpp:15,
                 from graper_linear_dense_ff.h:2,
                 from fit_graper.cpp:4:
C:/Users/biocbuild/bbs-3.20-bioc/R/library/BH/include/boost/math/tools/config.hpp:23:6: warning: #warning "The minimum language standard to use Boost.Math will be C++14 starting in July 2023 (Boost 1.82 release)" [-Wcpp]
   23 | #    warning "The minimum language standard to use Boost.Math will be C++14 starting in July 2023 (Boost 1.82 release)"
      |      ^~~~~~~
g++ -shared -s -static-libgcc -o graper.dll tmp.def RcppExports.o fit_graper.o -LC:/Users/biocbuild/bbs-3.20-bioc/R/bin/x64 -lRlapack -LC:/Users/biocbuild/bbs-3.20-bioc/R/bin/x64 -lRblas -lgfortran -lm -lquadmath -LC:/rtools44/x86_64-w64-mingw32.static.posix/lib/x64 -LC:/rtools44/x86_64-w64-mingw32.static.posix/lib -LC:/Users/biocbuild/bbs-3.20-bioc/R/bin/x64 -lR
installing to C:/Users/biocbuild/bbs-3.20-bioc/R/library/00LOCK-graper/00new/graper/libs/x64
** R
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (graper)

Tests output

graper.Rcheck/tests/testthat.Rout


R version 4.4.1 (2024-06-14 ucrt) -- "Race for Your Life"
Copyright (C) 2024 The R Foundation for Statistical Computing
Platform: x86_64-w64-mingw32/x64

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=-869.84
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-583.642
ELB improved by 286.198

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-525.965
ELB improved by 57.6767

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-488.153
ELB improved by 37.8128

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-469.551
ELB improved by 18.6016

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.574
ELB improved by 7.97667

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.92
ELB improved by 4.6541

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.991
ELB improved by 3.92941

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.238
ELB improved by 3.75274

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.658
ELB improved by 3.57987

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.497
ELB improved by 3.16114

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.014
ELB improved by 2.48265

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.269
ELB improved by 1.74514

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.109
ELB improved by 1.1604

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.321
ELB improved by 0.787524

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.748
ELB improved by 0.573747

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.295
ELB improved by 0.452603

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.914
ELB improved by 0.381037

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.578
ELB improved by 0.336351

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.27
ELB improved by 0.307229

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.982
ELB improved by 0.28822

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.705
ELB improved by 0.277148

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.431
ELB improved by 0.274076

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.15
ELB improved by 0.281109

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.847
ELB improved by 0.302814

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.501
ELB improved by 0.346026

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.09
ELB improved by 0.411057

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.626
ELB improved by 0.463474

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.177
ELB improved by 0.449923

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.785
ELB improved by 0.392026

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.444
ELB improved by 0.340932

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.135
ELB improved by 0.308454

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.845
ELB improved by 0.290579

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.561
ELB improved by 0.283286

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.279
ELB improved by 0.282791

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.993
ELB improved by 0.285276

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.702
ELB improved by 0.290914

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.396
ELB improved by 0.306153

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.065
ELB improved by 0.331632

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.718
ELB improved by 0.347003

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.385
ELB improved by 0.332044

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.087
ELB improved by 0.297997

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.823
ELB improved by 0.26413

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.587
ELB improved by 0.236569

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.372
ELB improved by 0.214655

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.175
ELB improved by 0.196801

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.993
ELB improved by 0.181901

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.824
ELB improved by 0.169528

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.664
ELB improved by 0.159943

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.51
ELB improved by 0.15414

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.356
ELB improved by 0.154099

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.192
ELB improved by 0.163388

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.004
ELB improved by 0.188026

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.769
ELB improved by 0.235202

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.468
ELB improved by 0.300689

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.121
ELB improved by 0.34731

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.778
ELB improved by 0.342749

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.46
ELB improved by 0.318487

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.158
ELB improved by 0.302262

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.864
ELB improved by 0.294001

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.554
ELB improved by 0.309948

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.183
ELB improved by 0.370762

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.741
ELB improved by 0.44178

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.328
ELB improved by 0.41266

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.056
ELB improved by 0.272198

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.912
ELB improved by 0.14405

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.835
ELB improved by 0.0768714

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.788
ELB improved by 0.0476964

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.753
ELB improved by 0.0346357

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.725
ELB improved by 0.0278816

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.701
ELB improved by 0.0237436

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.681
ELB improved by 0.0208397

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.662
ELB improved by 0.0186109

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.645
ELB improved by 0.0168034

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.63
ELB improved by 0.0152866

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.616
ELB improved by 0.0139859

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.603
ELB improved by 0.012854

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.591
ELB improved by 0.0118587

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.58
ELB improved by 0.0109768

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.57
ELB improved by 0.0101907

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.56
ELB improved by 0.00948656

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-876.713
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-568.732
ELB improved by 307.981

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-508.292
ELB improved by 60.4403

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-469.004
ELB improved by 39.2874

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.079
ELB improved by 17.9249

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.181
ELB improved by 7.89875

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.177
ELB improved by 4.00331

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.759
ELB improved by 2.41791

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.105
ELB improved by 1.65439

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.828
ELB improved by 1.27751

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.734
ELB improved by 1.09303

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.73
ELB improved by 1.004

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.765
ELB improved by 0.965011

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.812
ELB improved by 0.953892

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.852
ELB improved by 0.959469

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.876
ELB improved by 0.976182

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.875
ELB improved by 1.00141

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.841
ELB improved by 1.0337

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.77
ELB improved by 1.07037

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.667
ELB improved by 1.10301

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.554
ELB improved by 1.11332

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.475
ELB improved by 1.07934

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.481
ELB improved by 0.993815

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.609
ELB improved by 0.87239

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.868
ELB improved by 0.740779

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.249
ELB improved by 0.618464

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.737
ELB improved by 0.512552

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.315
ELB improved by 0.421596

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.972
ELB improved by 0.342806

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.696
ELB improved by 0.27589

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.475
ELB improved by 0.221887

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.294
ELB improved by 0.18069

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.143
ELB improved by 0.150457

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.015
ELB improved by 0.128571

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.902
ELB improved by 0.11262

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.801
ELB improved by 0.100792

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.71
ELB improved by 0.0918581

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.625
ELB improved by 0.0850242

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.545
ELB improved by 0.0797856

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.469
ELB improved by 0.0758228

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.396
ELB improved by 0.0729382

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.325
ELB improved by 0.0710201

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.255
ELB improved by 0.0700244

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.185
ELB improved by 0.0699666

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.114
ELB improved by 0.0709201

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.041
ELB improved by 0.0730167

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.965
ELB improved by 0.0764439

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.883
ELB improved by 0.0814281

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.795
ELB improved by 0.0881911

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.698
ELB improved by 0.0968671

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.591
ELB improved by 0.107391

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.471
ELB improved by 0.119408

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.339
ELB improved by 0.132286

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.194
ELB improved by 0.145219

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.037
ELB improved by 0.157337

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.869
ELB improved by 0.167798

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.693
ELB improved by 0.175992

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.511
ELB improved by 0.181796

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.325
ELB improved by 0.18554

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.138
ELB improved by 0.187669

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.949
ELB improved by 0.188593

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.76
ELB improved by 0.188881

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.571
ELB improved by 0.189517

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.379
ELB improved by 0.192024

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.18
ELB improved by 0.198711

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.966
ELB improved by 0.213585

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.722
ELB improved by 0.244749

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.413
ELB improved by 0.308937

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.983
ELB improved by 0.429882

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.393
ELB improved by 0.590042

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.709
ELB improved by 0.683919

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.032
ELB improved by 0.677136

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.401
ELB improved by 0.630793

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.825
ELB improved by 0.576137

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.312
ELB improved by 0.512967

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.877
ELB improved by 0.435198

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.528
ELB improved by 0.348863

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.26
ELB improved by 0.267568

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.06
ELB improved by 0.200052

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.912
ELB improved by 0.14807

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.802
ELB improved by 0.109684

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.72
ELB improved by 0.0819207

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.658
ELB improved by 0.0620007

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.611
ELB improved by 0.0477159

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.573
ELB improved by 0.0374356

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.543
ELB improved by 0.0299913

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.519
ELB improved by 0.0245541

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.498
ELB improved by 0.0205373

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.481
ELB improved by 0.0175268

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.466
ELB improved by 0.0152313

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.452
ELB improved by 0.0134472

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.44
ELB improved by 0.0120323

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.429
ELB improved by 0.0108877

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.419
ELB improved by 0.00994427

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-874.981
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-580.775
ELB improved by 294.206

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-521.963
ELB improved by 58.8114

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-479.575
ELB improved by 42.3879

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.489
ELB improved by 21.0864

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.421
ELB improved by 8.06765

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.513
ELB improved by 3.90771

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.761
ELB improved by 2.75191

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.412
ELB improved by 2.34992

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.175
ELB improved by 2.2368

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.923
ELB improved by 2.25141

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.591
ELB improved by 2.33198

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.152
ELB improved by 2.43913

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.643
ELB improved by 2.50913

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.195
ELB improved by 2.44823

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.004
ELB improved by 2.19105

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.226
ELB improved by 1.77793

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.887
ELB improved by 1.3389

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.902
ELB improved by 0.98535

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.155
ELB improved by 0.747026

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.556
ELB improved by 0.598751

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.05
ELB improved by 0.505972

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.605
ELB improved by 0.444836

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.203
ELB improved by 0.402375

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.831
ELB improved by 0.371586

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.483
ELB improved by 0.348241

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.153
ELB improved by 0.329577

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.84
ELB improved by 0.313674

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.54
ELB improved by 0.299156

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.255
ELB improved by 0.285187

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.984
ELB improved by 0.27154

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.725
ELB improved by 0.258366

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.48
ELB improved by 0.245713

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.246
ELB improved by 0.233262

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.026
ELB improved by 0.220569

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.818
ELB improved by 0.207522

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.624
ELB improved by 0.194518

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.442
ELB improved by 0.182196

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.27
ELB improved by 0.171084

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.109
ELB improved by 0.161441

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.956
ELB improved by 0.153307

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.809
ELB improved by 0.146606

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.668
ELB improved by 0.141226

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.531
ELB improved by 0.137067

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.397
ELB improved by 0.134063

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.265
ELB improved by 0.132208

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.133
ELB improved by 0.131591

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413
ELB improved by 0.132464

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.865
ELB improved by 0.135364

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.724
ELB improved by 0.141344

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.571
ELB improved by 0.1523

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.4
ELB improved by 0.171067

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.201
ELB improved by 0.199586

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.969
ELB improved by 0.232242

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.718
ELB improved by 0.250924

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.475
ELB improved by 0.242969

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.256
ELB improved by 0.219107

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.061
ELB improved by 0.194826

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.885
ELB improved by 0.176141

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.72
ELB improved by 0.164155

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.561
ELB improved by 0.159659

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.396
ELB improved by 0.164516

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.215
ELB improved by 0.181651

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.002
ELB improved by 0.212773

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.75
ELB improved by 0.251962

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.466
ELB improved by 0.284153

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.159
ELB improved by 0.307236

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.813
ELB improved by 0.345021

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.409
ELB improved by 0.404669

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.977
ELB improved by 0.431602

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.594
ELB improved by 0.383434

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.287
ELB improved by 0.306998

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.043
ELB improved by 0.244202

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.843
ELB improved by 0.199268

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.678
ELB improved by 0.164982

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.544
ELB improved by 0.134383

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.439
ELB improved by 0.104811

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.361
ELB improved by 0.0779088

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.305
ELB improved by 0.0561714

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.265
ELB improved by 0.0403435

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.235
ELB improved by 0.0295573

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.213
ELB improved by 0.022427

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.195
ELB improved by 0.0177281

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.18
ELB improved by 0.0145817

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.168
ELB improved by 0.0124136

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.157
ELB improved by 0.0108647

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.147
ELB improved by 0.00971413

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-838.52
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-583.841
ELB improved by 254.679

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-527.332
ELB improved by 56.5092

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-480.498
ELB improved by 46.8344

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.277
ELB improved by 26.2212

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.894
ELB improved by 10.3827

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.351
ELB improved by 4.5428

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.558
ELB improved by 2.79268

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.489
ELB improved by 2.0691

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.74
ELB improved by 1.74936

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.128
ELB improved by 1.61189

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.555
ELB improved by 1.57332

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.948
ELB improved by 1.60649

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.242
ELB improved by 1.70585

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.374
ELB improved by 1.8687

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.299
ELB improved by 2.07426

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.043
ELB improved by 2.25626

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.748
ELB improved by 2.29496

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.66
ELB improved by 2.08826

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.987
ELB improved by 1.67278

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.774
ELB improved by 1.21341

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.923
ELB improved by 0.851104

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.302
ELB improved by 0.620394

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.812
ELB improved by 0.48968

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.394
ELB improved by 0.418991

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.012
ELB improved by 0.381656

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.648
ELB improved by 0.363678

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.289
ELB improved by 0.358958

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.923
ELB improved by 0.366048

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.537
ELB improved by 0.386329

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.115
ELB improved by 0.422038

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.643
ELB improved by 0.471644

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.12
ELB improved by 0.523535

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.558
ELB improved by 0.561243

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.976
ELB improved by 0.582608

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.377
ELB improved by 0.599196

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.757
ELB improved by 0.619447

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.112
ELB improved by 0.645263

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.436
ELB improved by 0.676163

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.724
ELB improved by 0.711542

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.975
ELB improved by 0.748664

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.202
ELB improved by 0.77369

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.445
ELB improved by 0.757042

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.761
ELB improved by 0.683812

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.182
ELB improved by 0.578873

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.709
ELB improved by 0.473158

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.328
ELB improved by 0.381247

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.02
ELB improved by 0.307384

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.769
ELB improved by 0.251081

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.56
ELB improved by 0.2093

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.382
ELB improved by 0.177713

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.23
ELB improved by 0.151746

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.103
ELB improved by 0.127897

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.998
ELB improved by 0.10497

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.914
ELB improved by 0.0838646

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.848
ELB improved by 0.0659349

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.796
ELB improved by 0.0517421

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.755
ELB improved by 0.0409979

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.722
ELB improved by 0.0330275

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.695
ELB improved by 0.0271283

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.672
ELB improved by 0.0227205

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.653
ELB improved by 0.0193721

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.636
ELB improved by 0.0167778

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.621
ELB improved by 0.0147261

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.608
ELB improved by 0.0130716

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.596
ELB improved by 0.0117136

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.586
ELB improved by 0.0105814

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.576
ELB improved by 0.00962466

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
   1.87    0.21    2.07

Example timings

graper.Rcheck/graper-Ex.timings

name	user	system	elapsed
coef.graper	0.05	0.02	0.06
getPIPs	0.05	0.00	0.04
graper	0.05	0.03	0.08
makeExampleData	0.02	0.00	0.01
makeExampleDataWithUnequalGroups	0.00	0.01	0.02
plotELBO	0.22	0.00	0.22
plotGroupPenalties	0.85	0.05	0.90
plotPosterior	0.41	0.00	0.41
predict.graper	1.38	0.03	1.40
print.graper	0.04	0.00	0.05