Britta Velten
| Snapshot Date: 2022-04-12 01:55:07 -0400 (Tue, 12 Apr 2022) |
| git_url: https://git.bioconductor.org/packages/graper |
| git_branch: RELEASE_3_14 |
| git_last_commit: 0b86dc6 |
| git_last_commit_date: 2021-10-26 12:48:46 -0400 (Tue, 26 Oct 2021) |
| Back to Multiple platform build/check report for BioC 3.14 |
|
This page was generated on 2022-04-13 12:06:40 -0400 (Wed, 13 Apr 2022).
| Hostname | OS | Arch (*) | R version | Installed pkgs |
|---|---|---|---|---|
| nebbiolo2 | Linux (Ubuntu 20.04.4 LTS) | x86_64 | 4.1.3 (2022-03-10) -- "One Push-Up" | 4324 |
| tokay2 | Windows Server 2012 R2 Standard | x64 | 4.1.3 (2022-03-10) -- "One Push-Up" | 4077 |
| machv2 | macOS 10.14.6 Mojave | x86_64 | 4.1.3 (2022-03-10) -- "One Push-Up" | 4137 |
| 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 | ||||
|
To the developers/maintainers of the graper package: - Please 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 How and When does the builder pull? When will my changes propagate? for more information. - Make sure to use the following settings in order to reproduce any error or warning you see on this page. |
| Package 817/2083 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
| graper 1.10.0 (landing page) Britta Velten
| nebbiolo2 | Linux (Ubuntu 20.04.4 LTS) / x86_64 | OK | OK | OK | | ||||||||
| tokay2 | Windows Server 2012 R2 Standard / x64 | OK | OK | OK | OK | | ||||||||
| machv2 | macOS 10.14.6 Mojave / x86_64 | OK | OK | OK | OK | | ||||||||
| Package: graper |
| Version: 1.10.0 |
| Command: C:\Users\biocbuild\bbs-3.14-bioc\R\bin\R.exe CMD check --force-multiarch --install=check:graper.install-out.txt --library=C:\Users\biocbuild\bbs-3.14-bioc\R\library --no-vignettes --timings graper_1.10.0.tar.gz |
| StartedAt: 2022-04-12 20:47:03 -0400 (Tue, 12 Apr 2022) |
| EndedAt: 2022-04-12 20:48:58 -0400 (Tue, 12 Apr 2022) |
| EllapsedTime: 115.1 seconds |
| RetCode: 0 |
| Status: OK |
| CheckDir: graper.Rcheck |
| Warnings: 0 |
############################################################################## ############################################################################## ### ### Running command: ### ### C:\Users\biocbuild\bbs-3.14-bioc\R\bin\R.exe CMD check --force-multiarch --install=check:graper.install-out.txt --library=C:\Users\biocbuild\bbs-3.14-bioc\R\library --no-vignettes --timings graper_1.10.0.tar.gz ### ############################################################################## ############################################################################## * using log directory 'C:/Users/biocbuild/bbs-3.14-bioc/meat/graper.Rcheck' * using R version 4.1.3 (2022-03-10) * using platform: x86_64-w64-mingw32 (64-bit) * using session charset: ISO8859-1 * using option '--no-vignettes' * checking for file 'graper/DESCRIPTION' ... OK * checking extension type ... Package * this is package 'graper' version '1.10.0' * 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 * checking installed package size ... OK * checking package directory ... OK * checking 'build' directory ... OK * checking DESCRIPTION meta-information ... OK * checking top-level files ... OK * checking for left-over files ... OK * checking index information ... OK * checking package subdirectories ... OK * checking R files for non-ASCII characters ... OK * checking R files for syntax errors ... OK * loading checks for arch 'i386' ** 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 * loading checks for arch 'x64' ** checking whether the package can be loaded ... OK ** checking whether the package can be loaded with stated dependencies ... OK ** checking whether the package can be unloaded cleanly ... OK ** checking whether the namespace can be loaded with stated dependencies ... OK ** checking whether the namespace can be unloaded cleanly ... OK * checking dependencies in R code ... OK * checking S3 generic/method consistency ... OK * checking replacement functions ... OK * checking foreign function calls ... OK * checking R code for possible problems ... OK * checking Rd files ... OK * checking Rd metadata ... OK * checking Rd cross-references ... OK * checking for missing documentation entries ... OK * checking for code/documentation mismatches ... OK * checking Rd \usage sections ... OK * checking Rd contents ... OK * checking for unstated dependencies in examples ... OK * checking line endings in C/C++/Fortran sources/headers ... OK * checking line endings in Makefiles ... OK * checking compilation flags in Makevars ... OK * checking for GNU extensions in Makefiles ... OK * checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK * checking use of PKG_*FLAGS in Makefiles ... OK * checking compiled code ... NOTE Note: information on .o files for i386 is not available Note: information on .o files for x64 is not available File 'C:/Users/biocbuild/bbs-3.14-bioc/R/library/graper/libs/i386/graper.dll': Found 'abort', possibly from 'abort' (C), 'runtime' (Fortran) Found 'exit', possibly from 'exit' (C), 'stop' (Fortran) Found 'printf', possibly from 'printf' (C) File 'C:/Users/biocbuild/bbs-3.14-bioc/R/library/graper/libs/x64/graper.dll': Found 'abort', possibly from 'abort' (C), 'runtime' (Fortran) Found 'exit', possibly from 'exit' (C), 'stop' (Fortran) Found 'printf', possibly from 'printf' (C) 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. 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 ... ** running examples for arch 'i386' ... OK ** running examples for arch 'x64' ... OK * checking for unstated dependencies in 'tests' ... OK * checking tests ... ** running tests for arch 'i386' ... Running 'testthat.R' OK ** running tests for arch 'x64' ... Running 'testthat.R' OK * checking for unstated dependencies in vignettes ... OK * checking package vignettes in 'inst/doc' ... OK * checking running R code from vignettes ... SKIPPED * checking re-building of vignette outputs ... SKIPPED * checking PDF version of manual ... OK * DONE Status: 1 NOTE See 'C:/Users/biocbuild/bbs-3.14-bioc/meat/graper.Rcheck/00check.log' for details.
graper.Rcheck/00install.out
##############################################################################
##############################################################################
###
### Running command:
###
### C:\cygwin\bin\curl.exe -O http://155.52.207.166/BBS/3.14/bioc/src/contrib/graper_1.10.0.tar.gz && rm -rf graper.buildbin-libdir && mkdir graper.buildbin-libdir && C:\Users\biocbuild\bbs-3.14-bioc\R\bin\R.exe CMD INSTALL --merge-multiarch --build --library=graper.buildbin-libdir graper_1.10.0.tar.gz && C:\Users\biocbuild\bbs-3.14-bioc\R\bin\R.exe CMD INSTALL graper_1.10.0.zip && rm graper_1.10.0.tar.gz graper_1.10.0.zip
###
##############################################################################
##############################################################################
% Total % Received % Xferd Average Speed Time Time Time Current
Dload Upload Total Spent Left Speed
0 0 0 0 0 0 0 0 --:--:-- --:--:-- --:--:-- 0
100 27352 100 27352 0 0 221k 0 --:--:-- --:--:-- --:--:-- 222k
install for i386
* installing *source* package 'graper' ...
** using staged installation
** libs
"C:/rtools40/mingw32/bin/"g++ -std=gnu++11 -I"C:/Users/BIOCBU~1/BBS-3~1.14-/R/include" -DNDEBUG -I'C:/Users/biocbuild/bbs-3.14-bioc/R/library/Rcpp/include' -I'C:/Users/biocbuild/bbs-3.14-bioc/R/library/RcppArmadillo/include' -I'C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include' -I"C:/extsoft/include" -O2 -Wall -mfpmath=sse -msse2 -mstackrealign -c RcppExports.cpp -o RcppExports.o
"C:/rtools40/mingw32/bin/"g++ -std=gnu++11 -I"C:/Users/BIOCBU~1/BBS-3~1.14-/R/include" -DNDEBUG -I'C:/Users/biocbuild/bbs-3.14-bioc/R/library/Rcpp/include' -I'C:/Users/biocbuild/bbs-3.14-bioc/R/library/RcppArmadillo/include' -I'C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include' -I"C:/extsoft/include" -O2 -Wall -mfpmath=sse -msse2 -mstackrealign -c fit_graper.cpp -o fit_graper.o
In file included from C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include/boost/mpl/aux_/na_assert.hpp:23,
from C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include/boost/mpl/arg.hpp:25,
from C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include/boost/mpl/placeholders.hpp:24,
from C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include/boost/iterator/iterator_categories.hpp:16,
from C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include/boost/iterator/iterator_facade.hpp:13,
from C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include/boost/range/iterator_range_core.hpp:27,
from C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include/boost/lexical_cast.hpp:30,
from C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include/boost/math/tools/lexical_cast.hpp:12,
from C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include/boost/math/tools/convert_from_string.hpp:14,
from C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include/boost/math/constants/constants.hpp:14,
from C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include/boost/math/special_functions/digamma.hpp:20,
from graper_linear_dense_ff.h:2,
from fit_graper.cpp:4:
C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include/boost/mpl/assert.hpp:194:21: warning: unnecessary parentheses in declaration of 'assert_arg' [-Wparentheses]
failed ************ (Pred::************
^
C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include/boost/mpl/assert.hpp:199:21: warning: unnecessary parentheses in declaration of 'assert_not_arg' [-Wparentheses]
failed ************ (boost::mpl::not_<Pred>::************
^
C:/rtools40/mingw32/bin/g++ -shared -s -static-libgcc -o graper.dll tmp.def RcppExports.o fit_graper.o -LC:/Users/BIOCBU~1/BBS-3~1.14-/R/bin/i386 -lRlapack -LC:/Users/BIOCBU~1/BBS-3~1.14-/R/bin/i386 -lRblas -lgfortran -lm -lquadmath -LC:/extsoft/lib/i386 -LC:/extsoft/lib -LC:/Users/BIOCBU~1/BBS-3~1.14-/R/bin/i386 -lR
installing to C:/Users/biocbuild/bbs-3.14-bioc/meat/graper.buildbin-libdir/00LOCK-graper/00new/graper/libs/i386
** R
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
converting help for package 'graper'
finding HTML links ... done
coef.graper html
getPIPs html
graper html
makeExampleData html
makeExampleDataWithUnequalGroups html
plotELBO html
plotGroupPenalties html
plotPosterior html
predict.graper html
print.graper html
** 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
install for x64
* installing *source* package 'graper' ...
** libs
"C:/rtools40/mingw64/bin/"g++ -std=gnu++11 -I"C:/Users/BIOCBU~1/BBS-3~1.14-/R/include" -DNDEBUG -I'C:/Users/biocbuild/bbs-3.14-bioc/R/library/Rcpp/include' -I'C:/Users/biocbuild/bbs-3.14-bioc/R/library/RcppArmadillo/include' -I'C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include' -I"C:/extsoft/include" -O2 -Wall -mfpmath=sse -msse2 -mstackrealign -c RcppExports.cpp -o RcppExports.o
"C:/rtools40/mingw64/bin/"g++ -std=gnu++11 -I"C:/Users/BIOCBU~1/BBS-3~1.14-/R/include" -DNDEBUG -I'C:/Users/biocbuild/bbs-3.14-bioc/R/library/Rcpp/include' -I'C:/Users/biocbuild/bbs-3.14-bioc/R/library/RcppArmadillo/include' -I'C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include' -I"C:/extsoft/include" -O2 -Wall -mfpmath=sse -msse2 -mstackrealign -c fit_graper.cpp -o fit_graper.o
In file included from C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include/boost/mpl/aux_/na_assert.hpp:23,
from C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include/boost/mpl/arg.hpp:25,
from C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include/boost/mpl/placeholders.hpp:24,
from C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include/boost/iterator/iterator_categories.hpp:16,
from C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include/boost/iterator/iterator_facade.hpp:13,
from C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include/boost/range/iterator_range_core.hpp:27,
from C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include/boost/lexical_cast.hpp:30,
from C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include/boost/math/tools/lexical_cast.hpp:12,
from C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include/boost/math/tools/convert_from_string.hpp:14,
from C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include/boost/math/constants/constants.hpp:14,
from C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include/boost/math/special_functions/digamma.hpp:20,
from graper_linear_dense_ff.h:2,
from fit_graper.cpp:4:
C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include/boost/mpl/assert.hpp:194:21: warning: unnecessary parentheses in declaration of 'assert_arg' [-Wparentheses]
failed ************ (Pred::************
^
C:/Users/biocbuild/bbs-3.14-bioc/R/library/BH/include/boost/mpl/assert.hpp:199:21: warning: unnecessary parentheses in declaration of 'assert_not_arg' [-Wparentheses]
failed ************ (boost::mpl::not_<Pred>::************
^
C:/rtools40/mingw64/bin/g++ -shared -s -static-libgcc -o graper.dll tmp.def RcppExports.o fit_graper.o -LC:/Users/BIOCBU~1/BBS-3~1.14-/R/bin/x64 -lRlapack -LC:/Users/BIOCBU~1/BBS-3~1.14-/R/bin/x64 -lRblas -lgfortran -lm -lquadmath -LC:/extsoft/lib/x64 -LC:/extsoft/lib -LC:/Users/BIOCBU~1/BBS-3~1.14-/R/bin/x64 -lR
installing to C:/Users/biocbuild/bbs-3.14-bioc/meat/graper.buildbin-libdir/graper/libs/x64
** testing if installed package can be loaded
* MD5 sums
packaged installation of 'graper' as graper_1.10.0.zip
* DONE (graper)
* installing to library 'C:/Users/biocbuild/bbs-3.14-bioc/R/library'
package 'graper' successfully unpacked and MD5 sums checked
|
graper.Rcheck/tests_i386/testthat.Rout
R version 4.1.3 (2022-03-10) -- "One Push-Up"
Copyright (C) 2022 The R Foundation for Statistical Computing
Platform: i386-w64-mingw32/i386 (32-bit)
R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.
R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.
Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.
> library(testthat)
> library(graper)
>
> test_check("graper")
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-856.172
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-563.665
ELB improved by 292.507
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-502.395
ELB improved by 61.2701
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-467.754
ELB improved by 34.6418
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.572
ELB improved by 14.1817
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.266
ELB improved by 6.30632
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.017
ELB improved by 4.24867
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.211
ELB improved by 3.80546
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.281
ELB improved by 3.93054
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.924
ELB improved by 4.35682
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.9
ELB improved by 5.02375
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.066
ELB improved by 5.83429
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.675
ELB improved by 6.39061
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.627
ELB improved by 6.04831
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.907
ELB improved by 4.71982
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.752
ELB improved by 3.15498
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.78
ELB improved by 1.97212
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.545
ELB improved by 1.23487
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.74
ELB improved by 0.805683
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.18
ELB improved by 0.560059
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.763
ELB improved by 0.416541
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.435
ELB improved by 0.328392
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.164
ELB improved by 0.270849
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.933
ELB improved by 0.231166
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.73
ELB improved by 0.202676
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.548
ELB improved by 0.181735
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.382
ELB improved by 0.166226
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.227
ELB improved by 0.15485
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.08
ELB improved by 0.146773
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.939
ELB improved by 0.14145
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.8
ELB improved by 0.138525
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.663
ELB improved by 0.137777
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.524
ELB improved by 0.13909
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.381
ELB improved by 0.142436
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.233
ELB improved by 0.147864
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.078
ELB improved by 0.1555
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.912
ELB improved by 0.165552
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.734
ELB improved by 0.178317
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.54
ELB improved by 0.194203
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.326
ELB improved by 0.213756
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.088
ELB improved by 0.237695
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.821
ELB improved by 0.266947
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.519
ELB improved by 0.302634
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.173
ELB improved by 0.345939
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.775
ELB improved by 0.397706
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.317
ELB improved by 0.457717
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.793
ELB improved by 0.523838
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.202
ELB improved by 0.591471
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.549
ELB improved by 0.653484
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.848
ELB improved by 0.700455
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.126
ELB improved by 0.721659
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.419
ELB improved by 0.707905
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.762
ELB improved by 0.65601
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.19
ELB improved by 0.572016
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.721
ELB improved by 0.469929
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.354
ELB improved by 0.366177
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.081
ELB improved by 0.273648
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.882
ELB improved by 0.198837
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.739
ELB improved by 0.142504
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.637
ELB improved by 0.10206
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.564
ELB improved by 0.0738149
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.509
ELB improved by 0.0543215
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.468
ELB improved by 0.0408699
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.437
ELB improved by 0.0315119
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.412
ELB improved by 0.0249121
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.392
ELB improved by 0.0201763
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.375
ELB improved by 0.0167109
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.361
ELB improved by 0.0141222
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.349
ELB improved by 0.0121477
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.338
ELB improved by 0.0106107
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.329
ELB improved by 0.00939104
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-872.773
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-572.884
ELB improved by 299.89
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-509.778
ELB improved by 63.1058
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-472.887
ELB improved by 36.891
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.902
ELB improved by 14.9847
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.78
ELB improved by 7.12238
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.627
ELB improved by 5.15267
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.789
ELB improved by 4.83797
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.896
ELB improved by 4.89333
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.093
ELB improved by 4.80264
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.786
ELB improved by 4.30732
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.31
ELB improved by 3.47549
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.686
ELB improved by 2.62485
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.663
ELB improved by 2.02236
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.079
ELB improved by 1.58417
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.908
ELB improved by 1.17131
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.035
ELB improved by 0.872928
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.321
ELB improved by 0.713835
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.668
ELB improved by 0.652933
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.014
ELB improved by 0.654366
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.325
ELB improved by 0.688656
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.596
ELB improved by 0.728591
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.834
ELB improved by 0.76278
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.033
ELB improved by 0.800231
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.173
ELB improved by 0.860061
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.211
ELB improved by 0.962624
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.11
ELB improved by 1.10063
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.895
ELB improved by 1.21563
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.613
ELB improved by 1.28152
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.276
ELB improved by 1.33726
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.876
ELB improved by 1.40011
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.421
ELB improved by 1.45416
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.945
ELB improved by 1.4762
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.493
ELB improved by 1.4518
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.114
ELB improved by 1.37996
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.849
ELB improved by 1.26483
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.733
ELB improved by 1.11579
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.766
ELB improved by 0.966419
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.91
ELB improved by 0.856574
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.147
ELB improved by 0.762711
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.537
ELB improved by 0.610661
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.107
ELB improved by 0.429386
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.816
ELB improved by 0.291383
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.611
ELB improved by 0.204674
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.458
ELB improved by 0.152797
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.336
ELB improved by 0.122742
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.229
ELB improved by 0.106695
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.13
ELB improved by 0.0991073
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.036
ELB improved by 0.0939748
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.951
ELB improved by 0.0848613
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.881
ELB improved by 0.0694235
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.83
ELB improved by 0.0518901
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.792
ELB improved by 0.0374943
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.764
ELB improved by 0.0276598
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.743
ELB improved by 0.021305
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.726
ELB improved by 0.0171128
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.712
ELB improved by 0.0142129
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.7
ELB improved by 0.0121082
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.689
ELB improved by 0.0105181
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.68
ELB improved by 0.00927779
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-857.046
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-582.299
ELB improved by 274.747
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-523.055
ELB improved by 59.244
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-480.328
ELB improved by 42.7274
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.271
ELB improved by 20.057
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.388
ELB improved by 7.88267
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.95
ELB improved by 4.4376
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.442
ELB improved by 3.50826
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.09
ELB improved by 3.35238
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.574
ELB improved by 3.51597
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.777
ELB improved by 3.79731
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.74
ELB improved by 4.03621
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.677
ELB improved by 4.06294
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.954
ELB improved by 3.72387
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.93
ELB improved by 3.02385
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.698
ELB improved by 2.23211
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.076
ELB improved by 1.62121
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.826
ELB improved by 1.25039
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.774
ELB improved by 1.05186
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.813
ELB improved by 0.961132
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.871
ELB improved by 0.941533
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.905
ELB improved by 0.966526
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.888
ELB improved by 1.01641
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.808
ELB improved by 1.08074
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.648
ELB improved by 1.15966
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.382
ELB improved by 1.26656
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.955
ELB improved by 1.42675
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.328
ELB improved by 1.6272
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.59
ELB improved by 1.73791
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.895
ELB improved by 1.6942
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.325
ELB improved by 1.5707
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.896
ELB improved by 1.42905
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.563
ELB improved by 1.33289
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.233
ELB improved by 1.33014
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.954
ELB improved by 1.2785
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.922
ELB improved by 1.03247
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.15
ELB improved by 0.772079
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.549
ELB improved by 0.600281
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.038
ELB improved by 0.511829
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.574
ELB improved by 0.463272
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.154
ELB improved by 0.419771
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.766
ELB improved by 0.3889
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.389
ELB improved by 0.376605
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.044
ELB improved by 0.345217
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.761
ELB improved by 0.282288
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.531
ELB improved by 0.230533
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.321
ELB improved by 0.209879
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.113
ELB improved by 0.208073
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.906
ELB improved by 0.206495
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.711
ELB improved by 0.195293
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.534
ELB improved by 0.17672
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.379
ELB improved by 0.155909
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.242
ELB improved by 0.136686
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.12
ELB improved by 0.122216
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.007
ELB improved by 0.112758
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.902
ELB improved by 0.104475
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.81
ELB improved by 0.0924189
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.735
ELB improved by 0.0754598
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.677
ELB improved by 0.0573277
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.635
ELB improved by 0.0422232
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.603
ELB improved by 0.0315334
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.579
ELB improved by 0.0245186
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.559
ELB improved by 0.0199603
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.542
ELB improved by 0.0169121
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.527
ELB improved by 0.0147807
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.514
ELB improved by 0.0132208
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.502
ELB improved by 0.0120339
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.491
ELB improved by 0.011104
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.481
ELB improved by 0.0103611
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.471
ELB improved by 0.00976129
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-858.476
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-576.718
ELB improved by 281.758
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-518.762
ELB improved by 57.955
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-480.878
ELB improved by 37.8842
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-462.121
ELB improved by 18.7575
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.258
ELB improved by 7.86234
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.16
ELB improved by 4.09859
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.113
ELB improved by 3.0472
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.289
ELB improved by 2.82319
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.423
ELB improved by 2.86637
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.516
ELB improved by 2.90692
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.741
ELB improved by 2.77569
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.315
ELB improved by 2.42508
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.375
ELB improved by 1.94039
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.92
ELB improved by 1.45502
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.863
ELB improved by 1.05736
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.092
ELB improved by 0.771163
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.509
ELB improved by 0.582527
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.041
ELB improved by 0.467844
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.636
ELB improved by 0.405486
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.257
ELB improved by 0.378735
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.881
ELB improved by 0.376279
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.489
ELB improved by 0.391475
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.068
ELB improved by 0.421653
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.599
ELB improved by 0.468791
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.055
ELB improved by 0.543446
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.379
ELB improved by 0.67634
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.442
ELB improved by 0.936733
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.075
ELB improved by 1.36715
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.327
ELB improved by 1.74838
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.387
ELB improved by 1.93942
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.278
ELB improved by 2.10917
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.963
ELB improved by 2.31525
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.44
ELB improved by 2.52263
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.799
ELB improved by 2.64115
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.247
ELB improved by 2.55174
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.039
ELB improved by 2.20821
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.335
ELB improved by 1.7039
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.135
ELB improved by 1.19984
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.33
ELB improved by 0.805816
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.789
ELB improved by 0.54019
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.418
ELB improved by 0.371445
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.154
ELB improved by 0.264116
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.959
ELB improved by 0.194361
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.811
ELB improved by 0.148174
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.694
ELB improved by 0.117045
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.599
ELB improved by 0.0955962
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.518
ELB improved by 0.0804946
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.448
ELB improved by 0.0697788
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.386
ELB improved by 0.0624148
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.328
ELB improved by 0.0581073
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.27
ELB improved by 0.057428
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.208
ELB improved by 0.0624628
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.13
ELB improved by 0.0783321
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.015
ELB improved by 0.114489
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.841
ELB improved by 0.174485
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.622
ELB improved by 0.218875
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.428
ELB improved by 0.19361
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.295
ELB improved by 0.133513
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.207
ELB improved by 0.0880864
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.144
ELB improved by 0.0627198
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.094
ELB improved by 0.0493593
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.053
ELB improved by 0.0418282
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.016
ELB improved by 0.0368483
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.983
ELB improved by 0.0330214
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.953
ELB improved by 0.0301101
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.924
ELB improved by 0.0286151
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.894
ELB improved by 0.0295578
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.86
ELB improved by 0.0345417
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.814
ELB improved by 0.0459064
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.749
ELB improved by 0.0655206
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.66
ELB improved by 0.088856
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.561
ELB improved by 0.0986915
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.478
ELB improved by 0.0825924
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.423
ELB improved by 0.0550093
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.389
ELB improved by 0.0338572
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.368
ELB improved by 0.021972
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.352
ELB improved by 0.0158368
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.339
ELB improved by 0.012527
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.329
ELB improved by 0.0105371
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.319
ELB improved by 0.00919148
ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
>
> proc.time()
user system elapsed
2.59 0.17 2.75
|
graper.Rcheck/tests_x64/testthat.Rout
R version 4.1.3 (2022-03-10) -- "One Push-Up"
Copyright (C) 2022 The R Foundation for Statistical Computing
Platform: x86_64-w64-mingw32/x64 (64-bit)
R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.
R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.
Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.
> library(testthat)
> library(graper)
>
> test_check("graper")
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-858.579
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-577.998
ELB improved by 280.582
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-515.377
ELB improved by 62.621
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-465.502
ELB improved by 49.8752
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.932
ELB improved by 24.5691
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.479
ELB improved by 9.4534
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.481
ELB improved by 4.99794
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.14
ELB improved by 3.34101
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.573
ELB improved by 2.56701
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.344
ELB improved by 2.22881
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.214
ELB improved by 2.13075
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.038
ELB improved by 2.17569
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.723
ELB improved by 2.31515
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.209
ELB improved by 2.51415
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.49
ELB improved by 2.71897
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.657
ELB improved by 2.83285
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.922
ELB improved by 2.73472
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.54
ELB improved by 2.38198
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.649
ELB improved by 1.89052
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.22
ELB improved by 1.42969
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.132
ELB improved by 1.08783
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.259
ELB improved by 0.872865
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.499
ELB improved by 0.760575
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.775
ELB improved by 0.723256
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.035
ELB improved by 0.74072
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.237
ELB improved by 0.797711
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.357
ELB improved by 0.880027
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.376
ELB improved by 0.980889
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.278
ELB improved by 1.09808
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.054
ELB improved by 1.22381
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.699
ELB improved by 1.35523
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.207
ELB improved by 1.49166
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.592
ELB improved by 1.61548
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.902
ELB improved by 1.69012
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.224
ELB improved by 1.6774
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.661
ELB improved by 1.56356
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.289
ELB improved by 1.37159
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.141
ELB improved by 1.14785
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.206
ELB improved by 0.935268
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.449
ELB improved by 0.757175
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.825
ELB improved by 0.623263
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.307
ELB improved by 0.518049
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.906
ELB improved by 0.400926
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.63
ELB improved by 0.27617
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.445
ELB improved by 0.184861
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.313
ELB improved by 0.132758
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.209
ELB improved by 0.103203
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.126
ELB improved by 0.0835148
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.058
ELB improved by 0.0674911
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.006
ELB improved by 0.0529216
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.966
ELB improved by 0.0399992
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.936
ELB improved by 0.0296284
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.914
ELB improved by 0.0221052
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.897
ELB improved by 0.0169723
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.883
ELB improved by 0.0135141
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.872
ELB improved by 0.0111269
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.863
ELB improved by 0.00940976
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-854.656
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-560.933
ELB improved by 293.723
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-502.677
ELB improved by 58.2559
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-470.157
ELB improved by 32.5209
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.507
ELB improved by 13.6495
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.023
ELB improved by 6.48425
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.556
ELB improved by 4.46644
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.494
ELB improved by 4.06253
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.295
ELB improved by 4.19867
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.827
ELB improved by 4.46783
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.295
ELB improved by 4.53188
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.241
ELB improved by 4.05484
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.173
ELB improved by 3.06736
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.152
ELB improved by 2.02164
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.885
ELB improved by 1.26664
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.067
ELB improved by 0.817688
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.506
ELB improved by 0.561183
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.097
ELB improved by 0.409074
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.783
ELB improved by 0.314053
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.532
ELB improved by 0.251196
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.325
ELB improved by 0.206956
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.151
ELB improved by 0.174084
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.002
ELB improved by 0.148733
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.873
ELB improved by 0.12875
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.76
ELB improved by 0.112776
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.661
ELB improved by 0.0998497
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.571
ELB improved by 0.0892456
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.491
ELB improved by 0.0804154
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.418
ELB improved by 0.0729503
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.351
ELB improved by 0.0665503
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.29
ELB improved by 0.0609975
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.234
ELB improved by 0.0561333
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.182
ELB improved by 0.0518403
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.134
ELB improved by 0.0480305
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.09
ELB improved by 0.0446362
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.048
ELB improved by 0.0416039
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.009
ELB improved by 0.0388908
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.973
ELB improved by 0.0364615
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.939
ELB improved by 0.0342864
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.906
ELB improved by 0.0323404
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.876
ELB improved by 0.0306019
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.847
ELB improved by 0.0290516
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.819
ELB improved by 0.0276723
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.792
ELB improved by 0.0264482
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.767
ELB improved by 0.0253643
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.743
ELB improved by 0.0244064
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.719
ELB improved by 0.0235609
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.696
ELB improved by 0.0228148
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.674
ELB improved by 0.0221567
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.653
ELB improved by 0.0215769
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.631
ELB improved by 0.0210687
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.611
ELB improved by 0.020629
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.591
ELB improved by 0.0202588
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.571
ELB improved by 0.0199631
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.551
ELB improved by 0.0197506
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.531
ELB improved by 0.0196323
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.512
ELB improved by 0.019621
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.492
ELB improved by 0.0197297
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.472
ELB improved by 0.0199718
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.452
ELB improved by 0.0203605
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.431
ELB improved by 0.0209097
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.409
ELB improved by 0.0216344
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.386
ELB improved by 0.0225517
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.363
ELB improved by 0.0236822
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.338
ELB improved by 0.0250504
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.311
ELB improved by 0.0266861
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.282
ELB improved by 0.0286251
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.252
ELB improved by 0.0309105
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.218
ELB improved by 0.0335934
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.181
ELB improved by 0.0367341
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.141
ELB improved by 0.040403
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.096
ELB improved by 0.0446817
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.046
ELB improved by 0.0496637
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.991
ELB improved by 0.0554555
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.929
ELB improved by 0.0621771
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.859
ELB improved by 0.0699632
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.78
ELB improved by 0.0789649
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.691
ELB improved by 0.089353
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.589
ELB improved by 0.101324
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.474
ELB improved by 0.11511
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.343
ELB improved by 0.130993
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.194
ELB improved by 0.149324
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.023
ELB improved by 0.170549
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.828
ELB improved by 0.195231
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.604
ELB improved by 0.224073
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.346
ELB improved by 0.257929
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.048
ELB improved by 0.297786
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.703
ELB improved by 0.34476
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.303
ELB improved by 0.400197
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.837
ELB improved by 0.466314
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.289
ELB improved by 0.548316
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.629
ELB improved by 0.659392
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.803
ELB improved by 0.826515
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.734
ELB improved by 1.06883
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.449
ELB improved by 1.28533
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.175
ELB improved by 1.27385
iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.103
ELB improved by 1.07145
iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.265
ELB improved by 0.837961
iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.618
ELB improved by 0.647628
iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.114
ELB improved by 0.503475
iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.734
ELB improved by 0.380226
iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.462
ELB improved by 0.272012
iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.272
ELB improved by 0.189678
iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.136
ELB improved by 0.136247
iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.029
ELB improved by 0.106895
iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.933
ELB improved by 0.0962416
iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.832
ELB improved by 0.100893
iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.713
ELB improved by 0.118844
iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.564
ELB improved by 0.149159
iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.367
ELB improved by 0.196746
iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.087
ELB improved by 0.280005
iteration 112
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.673
ELB improved by 0.413813
iteration 113
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.077
ELB improved by 0.596919
iteration 114
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.126
ELB improved by 0.950204
iteration 115
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.843
ELB improved by 1.28336
iteration 116
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.861
ELB improved by 0.981774
iteration 117
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.357
ELB improved by 0.504444
iteration 118
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.097
ELB improved by 0.259641
iteration 119
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.93
ELB improved by 0.167512
iteration 120
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.795
ELB improved by 0.134641
iteration 121
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.667
ELB improved by 0.127815
iteration 122
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.525
ELB improved by 0.142576
iteration 123
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.337
ELB improved by 0.187141
iteration 124
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.071
ELB improved by 0.266717
iteration 125
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.733
ELB improved by 0.337284
iteration 126
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.423
ELB improved by 0.310898
iteration 127
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.212
ELB improved by 0.210529
iteration 128
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.088
ELB improved by 0.123985
iteration 129
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.014
ELB improved by 0.0744918
iteration 130
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.964
ELB improved by 0.0495536
iteration 131
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.927
ELB improved by 0.0368428
iteration 132
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.897
ELB improved by 0.029813
iteration 133
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.872
ELB improved by 0.025499
iteration 134
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.849
ELB improved by 0.0225965
iteration 135
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.829
ELB improved by 0.02051
iteration 136
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.81
ELB improved by 0.0189383
iteration 137
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.792
ELB improved by 0.0177002
iteration 138
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.775
ELB improved by 0.0166612
iteration 139
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.76
ELB improved by 0.0157073
iteration 140
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.745
ELB improved by 0.0147424
iteration 141
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.731
ELB improved by 0.0136974
iteration 142
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.719
ELB improved by 0.0125434
iteration 143
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.707
ELB improved by 0.0112968
iteration 144
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.697
ELB improved by 0.0100112
iteration 145
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.689
ELB improved by 0.00875802
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-877.907
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-589.393
ELB improved by 288.514
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-529.176
ELB improved by 60.2168
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-484.984
ELB improved by 44.1922
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-462.486
ELB improved by 22.498
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.816
ELB improved by 9.6701
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.858
ELB improved by 5.95831
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.771
ELB improved by 5.08696
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.998
ELB improved by 4.77238
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.457
ELB improved by 4.54116
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.249
ELB improved by 4.20811
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.552
ELB improved by 3.69641
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.522
ELB improved by 3.0304
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.178
ELB improved by 2.34452
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.385
ELB improved by 1.79218
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.992
ELB improved by 1.39348
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.916
ELB improved by 1.07599
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.077
ELB improved by 0.83938
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.384
ELB improved by 0.692411
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.764
ELB improved by 0.620182
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.16
ELB improved by 0.604321
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.535
ELB improved by 0.624251
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.869
ELB improved by 0.666801
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.142
ELB improved by 0.726093
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.341
ELB improved by 0.801105
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.446
ELB improved by 0.895488
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.426
ELB improved by 1.01989
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.228
ELB improved by 1.19832
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.748
ELB improved by 1.47982
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.836
ELB improved by 1.9114
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.482
ELB improved by 2.35456
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.91
ELB improved by 2.57195
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.362
ELB improved by 2.54842
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.055
ELB improved by 2.30624
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.132
ELB improved by 1.92378
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.618
ELB improved by 1.51378
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.501
ELB improved by 1.11664
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.751
ELB improved by 0.750449
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.277
ELB improved by 0.473677
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.975
ELB improved by 0.302083
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.77
ELB improved by 0.205034
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.618
ELB improved by 0.151884
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.493
ELB improved by 0.124762
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.378
ELB improved by 0.114942
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.261
ELB improved by 0.117492
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.135
ELB improved by 0.125679
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.007
ELB improved by 0.128318
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.888
ELB improved by 0.118377
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.786
ELB improved by 0.10191
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.698
ELB improved by 0.0886159
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.616
ELB improved by 0.0822379
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.533
ELB improved by 0.0826769
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.443
ELB improved by 0.0896387
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.34
ELB improved by 0.103484
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.216
ELB improved by 0.124224
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.066
ELB improved by 0.149539
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.893
ELB improved by 0.173298
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.707
ELB improved by 0.185879
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.53
ELB improved by 0.177306
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.383
ELB improved by 0.14695
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.274
ELB improved by 0.108727
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.196
ELB improved by 0.0777045
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.138
ELB improved by 0.0584837
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.089
ELB improved by 0.0482819
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.046
ELB improved by 0.0430721
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.006
ELB improved by 0.0399735
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.969
ELB improved by 0.0373507
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.935
ELB improved by 0.0344924
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.903
ELB improved by 0.0313545
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.875
ELB improved by 0.0282957
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.849
ELB improved by 0.0257818
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.825
ELB improved by 0.0241761
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.801
ELB improved by 0.0236832
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.777
ELB improved by 0.0243855
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.751
ELB improved by 0.0262568
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.722
ELB improved by 0.0290623
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.689
ELB improved by 0.0321322
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.655
ELB improved by 0.0342052
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.621
ELB improved by 0.0337896
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.591
ELB improved by 0.0302006
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.567
ELB improved by 0.0243194
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.549
ELB improved by 0.0179753
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.536
ELB improved by 0.0126314
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.527
ELB improved by 0.008802
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-842.322
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-555.689
ELB improved by 286.633
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-502.113
ELB improved by 53.5758
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-470.442
ELB improved by 31.6705
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.683
ELB improved by 13.7591
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.604
ELB improved by 7.07963
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.625
ELB improved by 5.97858
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.907
ELB improved by 6.71787
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.105
ELB improved by 7.80257
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.206
ELB improved by 7.89858
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.848
ELB improved by 6.35805
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.513
ELB improved by 4.33475
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.583
ELB improved by 2.92986
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.54
ELB improved by 2.04309
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.03
ELB improved by 1.51
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.848
ELB improved by 1.18175
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.895
ELB improved by 0.953275
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.077
ELB improved by 0.818429
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.32
ELB improved by 0.757131
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.583
ELB improved by 0.736916
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.845
ELB improved by 0.737902
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.094
ELB improved by 0.751002
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.321
ELB improved by 0.772294
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.522
ELB improved by 0.799621
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.691
ELB improved by 0.830672
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.829
ELB improved by 0.861836
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.942
ELB improved by 0.887627
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.041
ELB improved by 0.900933
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.146
ELB improved by 0.894559
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.282
ELB improved by 0.863997
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.472
ELB improved by 0.810049
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.733
ELB improved by 0.73913
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.073
ELB improved by 0.66055
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.49
ELB improved by 0.58272
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.979
ELB improved by 0.510925
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.531
ELB improved by 0.447503
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.138
ELB improved by 0.393382
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.788
ELB improved by 0.34963
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.47
ELB improved by 0.318104
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.171
ELB improved by 0.299723
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.882
ELB improved by 0.288165
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.618
ELB improved by 0.264532
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.402
ELB improved by 0.216194
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.241
ELB improved by 0.160362
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.124
ELB improved by 0.117469
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.035
ELB improved by 0.0892196
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.964
ELB improved by 0.0702783
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.908
ELB improved by 0.0567613
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.861
ELB improved by 0.0466278
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.822
ELB improved by 0.0387832
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.79
ELB improved by 0.0325817
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.762
ELB improved by 0.0276073
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.738
ELB improved by 0.0235734
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.718
ELB improved by 0.0202731
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.701
ELB improved by 0.0175526
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.685
ELB improved by 0.0152946
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.672
ELB improved by 0.0134087
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.66
ELB improved by 0.0118242
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.65
ELB improved by 0.0104855
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.64
ELB improved by 0.00934819
ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
>
> proc.time()
user system elapsed
2.85 0.20 3.04
|
|
graper.Rcheck/examples_i386/graper-Ex.timings
|
graper.Rcheck/examples_x64/graper-Ex.timings
|