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"	4643
palomino6	Windows Server 2022 Datacenter	x64	4.4.1 (2024-06-14 ucrt) -- "Race for Your Life"	4414
lconway	macOS 12.7.1 Monterey	x86_64	4.4.1 (2024-06-14) -- "Race for Your Life"	4442
kjohnson3	macOS 13.6.5 Ventura	arm64	4.4.1 (2024-06-14) -- "Race for Your Life"	4391
kunpeng2	Linux (openEuler 22.03 LTS-SP1)	aarch64	4.4.1 (2024-06-14) -- "Race for Your Life"	3833
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: 2024-07-06 00:26:23 -0400 (Sat, 06 Jul 2024)

EndedAt: 2024-07-06 00:27:35 -0400 (Sat, 06 Jul 2024)

EllapsedTime: 71.2 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=-852.297
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-554.746
ELB improved by 297.552

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-499.533
ELB improved by 55.2129

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-470.046
ELB improved by 29.4871

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.455
ELB improved by 11.5909

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.629
ELB improved by 4.82587

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.832
ELB improved by 2.79679

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.617
ELB improved by 2.21514

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.51
ELB improved by 2.10665

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.289
ELB improved by 2.22183

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.803
ELB improved by 2.48597

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.936
ELB improved by 2.86688

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.631
ELB improved by 3.30434

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.994
ELB improved by 3.63694

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.387
ELB improved by 3.6074

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.299
ELB improved by 3.08858

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.017
ELB improved by 2.28138

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.494
ELB improved by 1.52332

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.507
ELB improved by 0.986472

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.851
ELB improved by 0.65663

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.388
ELB improved by 0.46233

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.043
ELB improved by 0.345757

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.77
ELB improved by 0.272307

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.547
ELB improved by 0.223162

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.359
ELB improved by 0.188303

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.197
ELB improved by 0.162324

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.054
ELB improved by 0.142204

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.928
ELB improved by 0.126173

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.815
ELB improved by 0.113139

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.713
ELB improved by 0.102385

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.619
ELB improved by 0.0934179

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.533
ELB improved by 0.085885

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.454
ELB improved by 0.0795228

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.38
ELB improved by 0.0741307

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.31
ELB improved by 0.0695527

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.244
ELB improved by 0.0656658

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.182
ELB improved by 0.0623724

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.122
ELB improved by 0.0595945

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.065
ELB improved by 0.05727

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.01
ELB improved by 0.0553499

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.956
ELB improved by 0.0537961

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.903
ELB improved by 0.0525802

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.852
ELB improved by 0.0516826

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.801
ELB improved by 0.0510921

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.75
ELB improved by 0.0508054

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.699
ELB improved by 0.0508278

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.648
ELB improved by 0.0511732

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.596
ELB improved by 0.0518653

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.543
ELB improved by 0.0529383

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.489
ELB improved by 0.0544379

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.432
ELB improved by 0.0564224

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.373
ELB improved by 0.0589637

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.311
ELB improved by 0.0621485

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.245
ELB improved by 0.0660805

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.174
ELB improved by 0.0708837

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.097
ELB improved by 0.0767131

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.014
ELB improved by 0.083774

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.921
ELB improved by 0.0923618

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.818
ELB improved by 0.102936

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.702
ELB improved by 0.116258

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.568
ELB improved by 0.133653

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.411
ELB improved by 0.157541

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.218
ELB improved by 0.19246

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.972
ELB improved by 0.246616

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.64
ELB improved by 0.33147

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.192
ELB improved by 0.448473

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.629
ELB improved by 0.562741

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.994
ELB improved by 0.635008

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.313
ELB improved by 0.681238

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.588
ELB improved by 0.725068

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.821
ELB improved by 0.766596

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.023
ELB improved by 0.797988

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.209
ELB improved by 0.814361

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.391
ELB improved by 0.81786

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.582
ELB improved by 0.809307

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.817
ELB improved by 0.765178

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.157
ELB improved by 0.659641

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.637
ELB improved by 0.520268

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.248
ELB improved by 0.388441

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.967
ELB improved by 0.281563

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.765
ELB improved by 0.20187

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.62
ELB improved by 0.145158

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.514
ELB improved by 0.10557

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.436
ELB improved by 0.0779762

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.377
ELB improved by 0.058586

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.333
ELB improved by 0.0447907

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.298
ELB improved by 0.034838

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.27
ELB improved by 0.0275552

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.248
ELB improved by 0.0221528

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.23
ELB improved by 0.018093

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.215
ELB improved by 0.0150048

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.202
ELB improved by 0.0126286

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.192
ELB improved by 0.0107803

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.182
ELB improved by 0.00932743

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-871.111
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-581.434
ELB improved by 289.677

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-515.849
ELB improved by 65.5857

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-472.623
ELB improved by 43.2262

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.73
ELB improved by 18.8928

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.821
ELB improved by 7.90871

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.974
ELB improved by 4.84746

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.99
ELB improved by 3.98395

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.188
ELB improved by 3.80202

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.262
ELB improved by 3.92542

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.044
ELB improved by 4.2183

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.45
ELB improved by 4.59413

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.585
ELB improved by 4.86516

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.864
ELB improved by 4.72107

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.902
ELB improved by 3.96168

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.154
ELB improved by 2.74783

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.529
ELB improved by 1.6254

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.601
ELB improved by 0.927996

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.03
ELB improved by 0.570237

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.643
ELB improved by 0.387642

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.357
ELB improved by 0.285831

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.134
ELB improved by 0.223331

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.952
ELB improved by 0.181927

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.799
ELB improved by 0.152853

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.667
ELB improved by 0.131473

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.552
ELB improved by 0.115148

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.45
ELB improved by 0.10229

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.358
ELB improved by 0.0918999

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.275
ELB improved by 0.0833211

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.199
ELB improved by 0.0761093

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.129
ELB improved by 0.0699531

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.064
ELB improved by 0.0646278

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.004
ELB improved by 0.0599674

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.948
ELB improved by 0.0558462

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.896
ELB improved by 0.0521675

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.847
ELB improved by 0.048856

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.801
ELB improved by 0.0458518

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.758
ELB improved by 0.0431074

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.718
ELB improved by 0.0405846

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.679
ELB improved by 0.0382525

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.643
ELB improved by 0.0360863

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.609
ELB improved by 0.0340657

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.577
ELB improved by 0.0321744

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.547
ELB improved by 0.030399

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.518
ELB improved by 0.0287285

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.491
ELB improved by 0.0271542

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.465
ELB improved by 0.0256686

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.441
ELB improved by 0.0242655

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.418
ELB improved by 0.0229398

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.396
ELB improved by 0.0216871

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.376
ELB improved by 0.0205033

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.356
ELB improved by 0.0193851

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.338
ELB improved by 0.0183292

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.321
ELB improved by 0.0173328

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.304
ELB improved by 0.016393

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.289
ELB improved by 0.0155071

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.274
ELB improved by 0.0146727

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.26
ELB improved by 0.0138871

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.247
ELB improved by 0.013148

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.235
ELB improved by 0.012453

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.223
ELB improved by 0.0117997

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.212
ELB improved by 0.0111859

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.201
ELB improved by 0.0106094

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.191
ELB improved by 0.010068

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.181
ELB improved by 0.00955964

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-868.893
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-591.392
ELB improved by 277.501

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-531.555
ELB improved by 59.8373

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-489.176
ELB improved by 42.379

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-469.79
ELB improved by 19.3865

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.923
ELB improved by 7.86633

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.121
ELB improved by 4.802

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.953
ELB improved by 4.16814

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.958
ELB improved by 3.99522

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.218
ELB improved by 3.73993

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.033
ELB improved by 3.18458

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.611
ELB improved by 2.42279

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.893
ELB improved by 1.71767

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.68
ELB improved by 1.21265

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.79
ELB improved by 0.889966

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.102
ELB improved by 0.688438

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.54
ELB improved by 0.561741

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.058
ELB improved by 0.482145

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.625
ELB improved by 0.43265

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.223
ELB improved by 0.402009

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.84
ELB improved by 0.382938

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.469
ELB improved by 0.370931

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.106
ELB improved by 0.363235

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.748
ELB improved by 0.358198

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.393
ELB improved by 0.354903

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.04
ELB improved by 0.352985

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.688
ELB improved by 0.352506

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.334
ELB improved by 0.353881

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.976
ELB improved by 0.357816

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.611
ELB improved by 0.365341

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.233
ELB improved by 0.378037

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.834
ELB improved by 0.398729

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.401
ELB improved by 0.433188

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.907
ELB improved by 0.493195

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.312
ELB improved by 0.595884

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.578
ELB improved by 0.73376

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.745
ELB improved by 0.833256

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.881
ELB improved by 0.863903

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.985
ELB improved by 0.895507

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.04
ELB improved by 0.945167

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.137
ELB improved by 0.90291

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.408
ELB improved by 0.729429

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.862
ELB improved by 0.545406

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.453
ELB improved by 0.408913

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.138
ELB improved by 0.31575

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.882
ELB improved by 0.255584

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.66
ELB improved by 0.222123

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.446
ELB improved by 0.213588

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.211
ELB improved by 0.235091

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.908
ELB improved by 0.303135

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.485
ELB improved by 0.422885

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.006
ELB improved by 0.479404

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.634
ELB improved by 0.371261

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.385
ELB improved by 0.24974

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.19
ELB improved by 0.194611

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.994
ELB improved by 0.196387

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.741
ELB improved by 0.253193

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.382
ELB improved by 0.358567

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.935
ELB improved by 0.446517

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.508
ELB improved by 0.427584

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.223
ELB improved by 0.285052

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.093
ELB improved by 0.13019

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.038
ELB improved by 0.0547614

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.009
ELB improved by 0.0286719

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.99
ELB improved by 0.0190684

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.975
ELB improved by 0.0147574

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.963
ELB improved by 0.012402

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.952
ELB improved by 0.0108821

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.942
ELB improved by 0.00977101

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-848.72
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-548.874
ELB improved by 299.846

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-494.477
ELB improved by 54.397

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-462.824
ELB improved by 31.6535

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.818
ELB improved by 14.0054

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.584
ELB improved by 6.23387

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.963
ELB improved by 3.62181

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.205
ELB improved by 2.75772

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.712
ELB improved by 2.49319

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.296
ELB improved by 2.41547

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.931
ELB improved by 2.36495

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.675
ELB improved by 2.25615

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.633
ELB improved by 2.04176

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.905
ELB improved by 1.72812

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.528
ELB improved by 1.37717

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.466
ELB improved by 1.06193

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.655
ELB improved by 0.8113

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.039
ELB improved by 0.615392

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.572
ELB improved by 0.46782

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.207
ELB improved by 0.364886

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.914
ELB improved by 0.293102

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.675
ELB improved by 0.238988

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.478
ELB improved by 0.197054

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.311
ELB improved by 0.166217

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.167
ELB improved by 0.144784

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.036
ELB improved by 0.130046

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.917
ELB improved by 0.119588

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.805
ELB improved by 0.111798

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.699
ELB improved by 0.105718

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.599
ELB improved by 0.100791

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.502
ELB improved by 0.0966803

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.409
ELB improved by 0.0931731

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.319
ELB improved by 0.0901285

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.231
ELB improved by 0.0874482

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.146
ELB improved by 0.0850611

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.063
ELB improved by 0.0829131

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.982
ELB improved by 0.0809621

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.903
ELB improved by 0.0791738

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.826
ELB improved by 0.0775202

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.75
ELB improved by 0.0759781

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.675
ELB improved by 0.0745292

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.602
ELB improved by 0.0731609

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.53
ELB improved by 0.0718676

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.459
ELB improved by 0.0706543

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.39
ELB improved by 0.0695396

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.321
ELB improved by 0.0685629

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.253
ELB improved by 0.0677936

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.186
ELB improved by 0.0673462

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.119
ELB improved by 0.0674084

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.05
ELB improved by 0.0682894

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.98
ELB improved by 0.0705125

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.905
ELB improved by 0.0749832

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.822
ELB improved by 0.0832633

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.724
ELB improved by 0.0978496

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.602
ELB improved by 0.121689

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.447
ELB improved by 0.154684

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.26
ELB improved by 0.187024

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.057
ELB improved by 0.20359

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.852
ELB improved by 0.205262

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.645
ELB improved by 0.207002

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.426
ELB improved by 0.218151

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.184
ELB improved by 0.241979

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.903
ELB improved by 0.281501

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.565
ELB improved by 0.337605

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.166
ELB improved by 0.398984

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.726
ELB improved by 0.440747

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.272
ELB improved by 0.45315

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.819
ELB improved by 0.453261

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.362
ELB improved by 0.457341

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.896
ELB improved by 0.465683

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.436
ELB improved by 0.459925

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.016
ELB improved by 0.42001

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.659
ELB improved by 0.357283

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.361
ELB improved by 0.297468

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.11
ELB improved by 0.251391

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.89
ELB improved by 0.22046

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.684
ELB improved by 0.205839

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.474
ELB improved by 0.210089

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.241
ELB improved by 0.233134

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.98
ELB improved by 0.260766

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.717
ELB improved by 0.262441

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.492
ELB improved by 0.224938

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.326
ELB improved by 0.166556

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.214
ELB improved by 0.111606

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.141
ELB improved by 0.073334

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.09
ELB improved by 0.0505463

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.053
ELB improved by 0.0372169

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.024
ELB improved by 0.0289657

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.001
ELB improved by 0.0234849

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.981
ELB improved by 0.0196224

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.964
ELB improved by 0.0167748

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.95
ELB improved by 0.0146008

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.937
ELB improved by 0.0128941

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.925
ELB improved by 0.0115223

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.915
ELB improved by 0.0103974

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.905
ELB improved by 0.00945873

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
   1.73    0.26    2.03

Example timings

graper.Rcheck/graper-Ex.timings

name	user	system	elapsed
coef.graper	0.05	0.00	0.05
getPIPs	0.05	0.00	0.05
graper	0.08	0.02	0.09
makeExampleData	0.01	0.00	0.02
makeExampleDataWithUnequalGroups	0	0	0
plotELBO	0.19	0.03	0.21
plotGroupPenalties	1.03	0.06	1.10
plotPosterior	0.42	0.00	0.42
predict.graper	1.38	0.02	1.39
print.graper	0.04	0.00	0.05