Britta Velten
| Snapshot Date: 2020-10-16 14:40:19 -0400 (Fri, 16 Oct 2020) |
| URL: https://git.bioconductor.org/packages/graper |
| Branch: RELEASE_3_11 |
| Last Commit: aa82f86 |
| Last Changed Date: 2020-04-27 15:22:20 -0400 (Mon, 27 Apr 2020) |
| Back to Multiple platform build/check report for BioC 3.11 |
|
This page was generated on 2020-10-17 11:56:45 -0400 (Sat, 17 Oct 2020).
| TO THE DEVELOPERS/MAINTAINERS OF THE graper PACKAGE: Please make sure to use the following settings in order to reproduce any error or warning you see on this page. |
| Package 770/1905 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||
| graper 1.4.0 Britta Velten
| malbec2 | Linux (Ubuntu 18.04.4 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: 1.4.0 |
| Command: C:\Users\biocbuild\bbs-3.11-bioc\R\bin\R.exe CMD check --force-multiarch --install=check:graper.install-out.txt --library=C:\Users\biocbuild\bbs-3.11-bioc\R\library --no-vignettes --timings graper_1.4.0.tar.gz |
| StartedAt: 2020-10-17 04:41:10 -0400 (Sat, 17 Oct 2020) |
| EndedAt: 2020-10-17 04:43:06 -0400 (Sat, 17 Oct 2020) |
| EllapsedTime: 116.5 seconds |
| RetCode: 0 |
| Status: OK |
| CheckDir: graper.Rcheck |
| Warnings: 0 |
############################################################################## ############################################################################## ### ### Running command: ### ### C:\Users\biocbuild\bbs-3.11-bioc\R\bin\R.exe CMD check --force-multiarch --install=check:graper.install-out.txt --library=C:\Users\biocbuild\bbs-3.11-bioc\R\library --no-vignettes --timings graper_1.4.0.tar.gz ### ############################################################################## ############################################################################## * using log directory 'C:/Users/biocbuild/bbs-3.11-bioc/meat/graper.Rcheck' * using R version 4.0.3 (2020-10-10) * 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 '1.4.0' * 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-3.11-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-3.11-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-3.11-bioc/meat/graper.Rcheck/00check.log' for details.
graper.Rcheck/00install.out
##############################################################################
##############################################################################
###
### Running command:
###
### C:\cygwin\bin\curl.exe -O https://malbec2.bioconductor.org/BBS/3.11/bioc/src/contrib/graper_1.4.0.tar.gz && rm -rf graper.buildbin-libdir && mkdir graper.buildbin-libdir && C:\Users\biocbuild\bbs-3.11-bioc\R\bin\R.exe CMD INSTALL --merge-multiarch --build --library=graper.buildbin-libdir graper_1.4.0.tar.gz && C:\Users\biocbuild\bbs-3.11-bioc\R\bin\R.exe CMD INSTALL graper_1.4.0.zip && rm graper_1.4.0.tar.gz graper_1.4.0.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 27671 100 27671 0 0 351k 0 --:--:-- --:--:-- --:--:-- 386k
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-3~1.11-/R/include" -DNDEBUG -I'C:/Users/biocbuild/bbs-3.11-bioc/R/library/Rcpp/include' -I'C:/Users/biocbuild/bbs-3.11-bioc/R/library/RcppArmadillo/include' -I'C:/Users/biocbuild/bbs-3.11-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-3~1.11-/R/include" -DNDEBUG -I'C:/Users/biocbuild/bbs-3.11-bioc/R/library/Rcpp/include' -I'C:/Users/biocbuild/bbs-3.11-bioc/R/library/RcppArmadillo/include' -I'C:/Users/biocbuild/bbs-3.11-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-3.11-bioc/R/library/BH/include/boost/mpl/aux_/na_assert.hpp:23,
from C:/Users/biocbuild/bbs-3.11-bioc/R/library/BH/include/boost/mpl/arg.hpp:25,
from C:/Users/biocbuild/bbs-3.11-bioc/R/library/BH/include/boost/mpl/placeholders.hpp:24,
from C:/Users/biocbuild/bbs-3.11-bioc/R/library/BH/include/boost/mpl/apply.hpp:24,
from C:/Users/biocbuild/bbs-3.11-bioc/R/library/BH/include/boost/mpl/aux_/iter_apply.hpp:17,
from C:/Users/biocbuild/bbs-3.11-bioc/R/library/BH/include/boost/mpl/aux_/find_if_pred.hpp:14,
from C:/Users/biocbuild/bbs-3.11-bioc/R/library/BH/include/boost/mpl/find_if.hpp:17,
from C:/Users/biocbuild/bbs-3.11-bioc/R/library/BH/include/boost/mpl/find.hpp:17,
from C:/Users/biocbuild/bbs-3.11-bioc/R/library/BH/include/boost/mpl/aux_/contains_impl.hpp:20,
from C:/Users/biocbuild/bbs-3.11-bioc/R/library/BH/include/boost/mpl/contains.hpp:20,
from C:/Users/biocbuild/bbs-3.11-bioc/R/library/BH/include/boost/math/policies/policy.hpp:10,
from C:/Users/biocbuild/bbs-3.11-bioc/R/library/BH/include/boost/math/special_functions/math_fwd.hpp:29,
from C:/Users/biocbuild/bbs-3.11-bioc/R/library/BH/include/boost/math/special_functions/digamma.hpp:15,
from graper_linear_dense_ff.h:2,
from fit_graper.cpp:4:
C:/Users/biocbuild/bbs-3.11-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-3.11-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-3~1.11-/R/bin/i386 -lRlapack -LC:/Users/BIOCBU~1/BBS-3~1.11-/R/bin/i386 -lRblas -lgfortran -lm -lquadmath -LC:/extsoft/lib/i386 -LC:/extsoft/lib -LC:/Users/BIOCBU~1/BBS-3~1.11-/R/bin/i386 -lR
installing to C:/Users/biocbuild/bbs-3.11-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-3~1.11-/R/include" -DNDEBUG -I'C:/Users/biocbuild/bbs-3.11-bioc/R/library/Rcpp/include' -I'C:/Users/biocbuild/bbs-3.11-bioc/R/library/RcppArmadillo/include' -I'C:/Users/biocbuild/bbs-3.11-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-3~1.11-/R/include" -DNDEBUG -I'C:/Users/biocbuild/bbs-3.11-bioc/R/library/Rcpp/include' -I'C:/Users/biocbuild/bbs-3.11-bioc/R/library/RcppArmadillo/include' -I'C:/Users/biocbuild/bbs-3.11-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-3.11-bioc/R/library/BH/include/boost/mpl/aux_/na_assert.hpp:23,
from C:/Users/biocbuild/bbs-3.11-bioc/R/library/BH/include/boost/mpl/arg.hpp:25,
from C:/Users/biocbuild/bbs-3.11-bioc/R/library/BH/include/boost/mpl/placeholders.hpp:24,
from C:/Users/biocbuild/bbs-3.11-bioc/R/library/BH/include/boost/mpl/apply.hpp:24,
from C:/Users/biocbuild/bbs-3.11-bioc/R/library/BH/include/boost/mpl/aux_/iter_apply.hpp:17,
from C:/Users/biocbuild/bbs-3.11-bioc/R/library/BH/include/boost/mpl/aux_/find_if_pred.hpp:14,
from C:/Users/biocbuild/bbs-3.11-bioc/R/library/BH/include/boost/mpl/find_if.hpp:17,
from C:/Users/biocbuild/bbs-3.11-bioc/R/library/BH/include/boost/mpl/find.hpp:17,
from C:/Users/biocbuild/bbs-3.11-bioc/R/library/BH/include/boost/mpl/aux_/contains_impl.hpp:20,
from C:/Users/biocbuild/bbs-3.11-bioc/R/library/BH/include/boost/mpl/contains.hpp:20,
from C:/Users/biocbuild/bbs-3.11-bioc/R/library/BH/include/boost/math/policies/policy.hpp:10,
from C:/Users/biocbuild/bbs-3.11-bioc/R/library/BH/include/boost/math/special_functions/math_fwd.hpp:29,
from C:/Users/biocbuild/bbs-3.11-bioc/R/library/BH/include/boost/math/special_functions/digamma.hpp:15,
from graper_linear_dense_ff.h:2,
from fit_graper.cpp:4:
C:/Users/biocbuild/bbs-3.11-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-3.11-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-3~1.11-/R/bin/x64 -lRlapack -LC:/Users/BIOCBU~1/BBS-3~1.11-/R/bin/x64 -lRblas -lgfortran -lm -lquadmath -LC:/extsoft/lib/x64 -LC:/extsoft/lib -LC:/Users/BIOCBU~1/BBS-3~1.11-/R/bin/x64 -lR
installing to C:/Users/biocbuild/bbs-3.11-bioc/meat/graper.buildbin-libdir/graper/libs/x64
** testing if installed package can be loaded
* MD5 sums
packaged installation of 'graper' as graper_1.4.0.zip
* DONE (graper)
* installing to library 'C:/Users/biocbuild/bbs-3.11-bioc/R/library'
package 'graper' successfully unpacked and MD5 sums checked
|
graper.Rcheck/tests_i386/testthat.Rout
R version 4.0.3 (2020-10-10) -- "Bunny-Wunnies Freak Out"
Copyright (C) 2020 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=-845.616
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-589.087
ELB improved by 256.529
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-533.778
ELB improved by 55.3088
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-494.634
ELB improved by 39.1444
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-472.75
ELB improved by 21.8844
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-462.112
ELB improved by 10.6372
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.443
ELB improved by 5.66929
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.309
ELB improved by 4.13402
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.318
ELB improved by 3.9909
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.125
ELB improved by 4.19315
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.833
ELB improved by 4.29188
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.795
ELB improved by 4.03798
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.405
ELB improved by 3.39036
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.874
ELB improved by 2.53021
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.138
ELB improved by 1.73698
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.966
ELB improved by 1.17175
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.139
ELB improved by 0.826408
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.512
ELB improved by 0.627501
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.999
ELB improved by 0.512913
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.552
ELB improved by 0.446746
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.143
ELB improved by 0.409479
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.753
ELB improved by 0.389813
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.372
ELB improved by 0.381234
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.991
ELB improved by 0.380351
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.605
ELB improved by 0.3859
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.207
ELB improved by 0.398228
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.788
ELB improved by 0.418841
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.339
ELB improved by 0.449204
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.851
ELB improved by 0.4884
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.318
ELB improved by 0.533163
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.733
ELB improved by 0.585037
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.076
ELB improved by 0.656549
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.307
ELB improved by 0.769493
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.348
ELB improved by 0.958455
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.091
ELB improved by 1.25666
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.557
ELB improved by 1.53455
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413
ELB improved by 1.55648
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.572
ELB improved by 1.42839
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.277
ELB improved by 1.29504
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.067
ELB improved by 1.20984
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.965
ELB improved by 1.1019
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.118
ELB improved by 0.846863
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.556
ELB improved by 0.562591
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.183
ELB improved by 0.372922
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.919
ELB improved by 0.264117
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.719
ELB improved by 0.199763
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.56
ELB improved by 0.159311
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.427
ELB improved by 0.132709
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.313
ELB improved by 0.114092
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.214
ELB improved by 0.0992403
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.128
ELB improved by 0.085264
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.057
ELB improved by 0.071209
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.999
ELB improved by 0.0579336
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.952
ELB improved by 0.0466815
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.915
ELB improved by 0.037882
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.883
ELB improved by 0.0312043
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.857
ELB improved by 0.026107
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.835
ELB improved by 0.0221415
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.816
ELB improved by 0.0189975
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.8
ELB improved by 0.0164663
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.785
ELB improved by 0.0144034
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.773
ELB improved by 0.0127049
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.761
ELB improved by 0.0112941
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.751
ELB improved by 0.0101127
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.742
ELB improved by 0.00911584
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-850.539
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-577.615
ELB improved by 272.924
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-517.149
ELB improved by 60.4662
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-478.114
ELB improved by 39.0354
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.154
ELB improved by 17.9599
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.818
ELB improved by 8.3358
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.261
ELB improved by 5.55657
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.239
ELB improved by 5.02234
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.002
ELB improved by 5.23701
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.45
ELB improved by 5.55216
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.045
ELB improved by 5.40527
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.47
ELB improved by 4.57423
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.046
ELB improved by 3.42457
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.579
ELB improved by 2.46632
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.707
ELB improved by 1.87264
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.193
ELB improved by 1.51348
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.97
ELB improved by 1.22367
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.989
ELB improved by 0.980538
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.174
ELB improved by 0.814641
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.452
ELB improved by 0.722314
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.771
ELB improved by 0.681114
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.096
ELB improved by 0.674655
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.399
ELB improved by 0.697542
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.645
ELB improved by 0.753513
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.796
ELB improved by 0.8495
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.818
ELB improved by 0.978043
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.705
ELB improved by 1.11282
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.455
ELB improved by 1.24968
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.05
ELB improved by 1.40557
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.467
ELB improved by 1.58267
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.704
ELB improved by 1.76348
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.826
ELB improved by 1.87763
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.059
ELB improved by 1.76709
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.641
ELB improved by 1.41769
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.611
ELB improved by 1.03052
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.88
ELB improved by 0.730574
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.349
ELB improved by 0.530861
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.949
ELB improved by 0.400052
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.646
ELB improved by 0.303127
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.423
ELB improved by 0.222574
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.265
ELB improved by 0.158377
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.153
ELB improved by 0.112464
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.071
ELB improved by 0.0817945
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.009
ELB improved by 0.0615073
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.962
ELB improved by 0.0477353
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.924
ELB improved by 0.0380321
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.893
ELB improved by 0.0309516
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.867
ELB improved by 0.0256334
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.845
ELB improved by 0.0215455
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.827
ELB improved by 0.0183436
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.811
ELB improved by 0.0157957
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.798
ELB improved by 0.0137399
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.785
ELB improved by 0.0120605
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.775
ELB improved by 0.010673
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.765
ELB improved by 0.00951448
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-863.779
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-568.759
ELB improved by 295.02
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-511.553
ELB improved by 57.2061
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-474.555
ELB improved by 36.9978
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.385
ELB improved by 17.1706
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.738
ELB improved by 7.64624
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.464
ELB improved by 5.27454
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.502
ELB improved by 4.96152
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.317
ELB improved by 5.18546
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.815
ELB improved by 5.50235
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.31
ELB improved by 5.50415
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.372
ELB improved by 4.93852
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.365
ELB improved by 4.00657
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.446
ELB improved by 2.91945
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.656
ELB improved by 1.78959
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.588
ELB improved by 1.06844
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.887
ELB improved by 0.701305
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.386
ELB improved by 0.500253
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.011
ELB improved by 0.375684
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.718
ELB improved by 0.292489
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.483
ELB improved by 0.234675
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.29
ELB improved by 0.19316
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.128
ELB improved by 0.162314
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.989
ELB improved by 0.138676
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.869
ELB improved by 0.120109
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.764
ELB improved by 0.10524
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.671
ELB improved by 0.093136
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.588
ELB improved by 0.0831372
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.513
ELB improved by 0.0747668
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.445
ELB improved by 0.0676752
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.384
ELB improved by 0.0616036
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.327
ELB improved by 0.0563579
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.276
ELB improved by 0.0517903
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.228
ELB improved by 0.0477869
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.183
ELB improved by 0.0442581
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.142
ELB improved by 0.0411322
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.104
ELB improved by 0.0383516
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.068
ELB improved by 0.0358689
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.034
ELB improved by 0.0336446
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.003
ELB improved by 0.031646
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.973
ELB improved by 0.0298452
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.945
ELB improved by 0.0282186
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.918
ELB improved by 0.026746
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.893
ELB improved by 0.0254099
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.868
ELB improved by 0.0241953
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.845
ELB improved by 0.0230889
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.823
ELB improved by 0.0220792
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.802
ELB improved by 0.0211563
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.782
ELB improved by 0.0203112
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.762
ELB improved by 0.019536
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.743
ELB improved by 0.0188239
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.725
ELB improved by 0.0181687
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.708
ELB improved by 0.0175649
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.691
ELB improved by 0.0170075
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.674
ELB improved by 0.0164922
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.658
ELB improved by 0.0160151
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.643
ELB improved by 0.0155727
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.627
ELB improved by 0.0151617
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.613
ELB improved by 0.0147793
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.598
ELB improved by 0.0144231
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.584
ELB improved by 0.0140906
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.57
ELB improved by 0.0137797
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.557
ELB improved by 0.0134887
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.544
ELB improved by 0.0132158
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.531
ELB improved by 0.0129596
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.518
ELB improved by 0.0127185
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.505
ELB improved by 0.0124915
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.493
ELB improved by 0.0122774
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.481
ELB improved by 0.0120752
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.469
ELB improved by 0.0118841
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.458
ELB improved by 0.0117032
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.446
ELB improved by 0.0115319
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.435
ELB improved by 0.0113695
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.423
ELB improved by 0.0112156
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.412
ELB improved by 0.0110697
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.401
ELB improved by 0.0109312
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.391
ELB improved by 0.0108
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.38
ELB improved by 0.0106757
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.369
ELB improved by 0.0105581
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.359
ELB improved by 0.0104469
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.349
ELB improved by 0.0103421
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.338
ELB improved by 0.0102434
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.328
ELB improved by 0.0101509
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.318
ELB improved by 0.0100645
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.308
ELB improved by 0.00998418
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-858.001
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-586.506
ELB improved by 271.495
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-526.827
ELB improved by 59.6782
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-483.851
ELB improved by 42.9762
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-462.594
ELB improved by 21.257
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.832
ELB improved by 8.76251
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.19
ELB improved by 4.64149
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.831
ELB improved by 3.35876
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.897
ELB improved by 2.93453
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.088
ELB improved by 2.80868
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.315
ELB improved by 2.77369
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.587
ELB improved by 2.72785
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.999
ELB improved by 2.58742
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.705
ELB improved by 2.29431
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.831
ELB improved by 1.87378
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.398
ELB improved by 1.43352
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.323
ELB improved by 1.07423
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.494
ELB improved by 0.828997
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.814
ELB improved by 0.680141
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.218
ELB improved by 0.596231
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.666
ELB improved by 0.551713
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.135
ELB improved by 0.531079
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.608
ELB improved by 0.526903
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.072
ELB improved by 0.536515
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.513
ELB improved by 0.559285
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.915
ELB improved by 0.597449
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.255
ELB improved by 0.660051
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.506
ELB improved by 0.74911
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.692
ELB improved by 0.814203
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.895
ELB improved by 0.796501
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.156
ELB improved by 0.739124
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.462
ELB improved by 0.693766
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.798
ELB improved by 0.664745
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.153
ELB improved by 0.644222
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.528
ELB improved by 0.625719
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.923
ELB improved by 0.604189
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.348
ELB improved by 0.57564
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.81
ELB improved by 0.537723
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.32
ELB improved by 0.490481
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.883
ELB improved by 0.436462
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.503
ELB improved by 0.379914
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.178
ELB improved by 0.325392
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.901
ELB improved by 0.276583
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.665
ELB improved by 0.235801
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.461
ELB improved by 0.204112
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.279
ELB improved by 0.181972
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.109
ELB improved by 0.170453
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.936
ELB improved by 0.173192
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.737
ELB improved by 0.198714
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.48
ELB improved by 0.256827
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.154
ELB improved by 0.326309
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.824
ELB improved by 0.330118
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.566
ELB improved by 0.258146
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.383
ELB improved by 0.18295
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.25
ELB improved by 0.132496
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.149
ELB improved by 0.100727
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.07
ELB improved by 0.0793248
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.006
ELB improved by 0.0636909
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.955
ELB improved by 0.0518268
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.912
ELB improved by 0.0428249
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.876
ELB improved by 0.0360638
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.845
ELB improved by 0.0309741
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.818
ELB improved by 0.0270538
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.794
ELB improved by 0.0239195
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.772
ELB improved by 0.021319
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.753
ELB improved by 0.0191077
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.736
ELB improved by 0.0172102
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.721
ELB improved by 0.0155862
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.706
ELB improved by 0.0142079
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.693
ELB improved by 0.01305
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.681
ELB improved by 0.0120865
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.67
ELB improved by 0.0112929
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.659
ELB improved by 0.0106467
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.649
ELB improved by 0.0101301
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.639
ELB improved by 0.00972952
ELB converged
== testthat results ===========================================================
[ OK: 24 | SKIPPED: 0 | WARNINGS: 0 | FAILED: 0 ]
>
> proc.time()
user system elapsed
2.92 0.35 3.26
|
graper.Rcheck/tests_x64/testthat.Rout
R version 4.0.3 (2020-10-10) -- "Bunny-Wunnies Freak Out"
Copyright (C) 2020 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=-895.324
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-577.732
ELB improved by 317.593
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-518.257
ELB improved by 59.4743
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-481.712
ELB improved by 36.5454
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-466.35
ELB improved by 15.3623
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.992
ELB improved by 6.35758
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.408
ELB improved by 3.58346
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.914
ELB improved by 2.49433
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.864
ELB improved by 2.04977
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.007
ELB improved by 1.85753
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.232
ELB improved by 1.77466
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.486
ELB improved by 1.7464
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.737
ELB improved by 1.74929
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.971
ELB improved by 1.76561
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.201
ELB improved by 1.77024
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.471
ELB improved by 1.72986
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.854
ELB improved by 1.61716
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.423
ELB improved by 1.43053
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.224
ELB improved by 1.1994
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.257
ELB improved by 0.966806
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.49
ELB improved by 0.766855
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.875
ELB improved by 0.615504
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.362
ELB improved by 0.512884
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.912
ELB improved by 0.44989
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.497
ELB improved by 0.415225
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.097
ELB improved by 0.399704
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.7
ELB improved by 0.397103
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.296
ELB improved by 0.403392
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.88
ELB improved by 0.415979
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.447
ELB improved by 0.433306
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.992
ELB improved by 0.454684
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.512
ELB improved by 0.480184
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.002
ELB improved by 0.510555
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.455
ELB improved by 0.547147
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.863
ELB improved by 0.59185
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.216
ELB improved by 0.647071
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.5
ELB improved by 0.71579
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.698
ELB improved by 0.801676
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.789
ELB improved by 0.909171
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.746
ELB improved by 1.04335
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.536
ELB improved by 1.20955
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.124
ELB improved by 1.41171
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.486
ELB improved by 1.63875
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.659
ELB improved by 1.82661
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.745
ELB improved by 1.91406
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.762
ELB improved by 1.98295
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.803
ELB improved by 1.95892
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.131
ELB improved by 1.67215
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.666
ELB improved by 1.46518
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.216
ELB improved by 1.4494
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.008
ELB improved by 1.20829
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.251
ELB improved by 0.756893
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.767
ELB improved by 0.483758
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.391
ELB improved by 0.376532
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.051
ELB improved by 0.340216
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.75
ELB improved by 0.300815
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.527
ELB improved by 0.223247
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.384
ELB improved by 0.142937
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.292
ELB improved by 0.0913392
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.229
ELB improved by 0.063743
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.18
ELB improved by 0.0486915
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.14
ELB improved by 0.0395589
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.107
ELB improved by 0.0333808
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.078
ELB improved by 0.0288771
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.053
ELB improved by 0.0254661
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.03
ELB improved by 0.0228638
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.009
ELB improved by 0.0209309
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.989
ELB improved by 0.0196176
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.97
ELB improved by 0.0189558
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.951
ELB improved by 0.0190843
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.931
ELB improved by 0.0203161
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.908
ELB improved by 0.0232792
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.878
ELB improved by 0.0291803
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.838
ELB improved by 0.0402168
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.778
ELB improved by 0.0598401
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.687
ELB improved by 0.091375
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.555
ELB improved by 0.131906
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.392
ELB improved by 0.163501
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.23
ELB improved by 0.161147
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.105
ELB improved by 0.124942
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.023
ELB improved by 0.0822585
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.972
ELB improved by 0.0512168
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.939
ELB improved by 0.0326057
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.917
ELB improved by 0.0221517
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.901
ELB improved by 0.0163452
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.888
ELB improved by 0.0130779
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.877
ELB improved by 0.0111924
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.866
ELB improved by 0.0100759
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.857
ELB improved by 0.00941311
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-896.69
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-577.606
ELB improved by 319.085
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-518.554
ELB improved by 59.0521
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-483.306
ELB improved by 35.2472
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-468.331
ELB improved by 14.9757
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.865
ELB improved by 6.46526
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.644
ELB improved by 4.2217
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.995
ELB improved by 3.64912
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.55
ELB improved by 3.44451
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.223
ELB improved by 3.3269
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.02
ELB improved by 3.20295
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.024
ELB improved by 2.99594
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.378
ELB improved by 2.6466
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.209
ELB improved by 2.1692
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.549
ELB improved by 1.65964
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.329
ELB improved by 1.21944
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.439
ELB improved by 0.890046
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.779
ELB improved by 0.660179
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.277
ELB improved by 0.502
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.886
ELB improved by 0.391625
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.573
ELB improved by 0.312937
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.317
ELB improved by 0.255711
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.104
ELB improved by 0.213355
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.922
ELB improved by 0.181453
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.765
ELB improved by 0.156965
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.627
ELB improved by 0.137799
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.505
ELB improved by 0.122527
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.395
ELB improved by 0.110175
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.295
ELB improved by 0.100075
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.203
ELB improved by 0.0917617
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.118
ELB improved by 0.0849019
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.039
ELB improved by 0.0792539
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.964
ELB improved by 0.0746394
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.893
ELB improved by 0.0709267
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.825
ELB improved by 0.0680193
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.759
ELB improved by 0.0658493
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.695
ELB improved by 0.0643729
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.631
ELB improved by 0.0635681
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.568
ELB improved by 0.063434
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.504
ELB improved by 0.0639913
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.439
ELB improved by 0.0652843
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.371
ELB improved by 0.0673849
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.301
ELB improved by 0.0703979
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.226
ELB improved by 0.0744693
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.147
ELB improved by 0.0797979
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.06
ELB improved by 0.0866508
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.965
ELB improved by 0.0953841
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.858
ELB improved by 0.10647
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.738
ELB improved by 0.120532
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.599
ELB improved by 0.138379
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.438
ELB improved by 0.161042
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.248
ELB improved by 0.189787
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.022
ELB improved by 0.226064
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.751
ELB improved by 0.27133
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.424
ELB improved by 0.326654
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.032
ELB improved by 0.392014
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.567
ELB improved by 0.465324
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.025
ELB improved by 0.541507
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.413
ELB improved by 0.612229
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.746
ELB improved by 0.666973
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.051
ELB improved by 0.695537
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.359
ELB improved by 0.691333
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.705
ELB improved by 0.654241
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.114
ELB improved by 0.591408
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.599
ELB improved by 0.515004
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.161
ELB improved by 0.437919
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.791
ELB improved by 0.369965
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.475
ELB improved by 0.316189
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.198
ELB improved by 0.277032
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.948
ELB improved by 0.249857
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.715
ELB improved by 0.23253
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.487
ELB improved by 0.227742
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.245
ELB improved by 0.242334
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.967
ELB improved by 0.278139
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.643
ELB improved by 0.32368
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.285
ELB improved by 0.358255
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.937
ELB improved by 0.348456
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.66
ELB improved by 0.276926
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.475
ELB improved by 0.1849
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.357
ELB improved by 0.117442
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.277
ELB improved by 0.0802446
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.215
ELB improved by 0.0619671
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.162
ELB improved by 0.0534778
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.111
ELB improved by 0.0502851
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.061
ELB improved by 0.0507107
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.006
ELB improved by 0.0545296
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.944
ELB improved by 0.0623959
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.868
ELB improved by 0.0756933
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.771
ELB improved by 0.0965527
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.644
ELB improved by 0.127686
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.473
ELB improved by 0.170467
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.256
ELB improved by 0.217131
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.016
ELB improved by 0.24067
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.8
ELB improved by 0.215422
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.642
ELB improved by 0.158563
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.536
ELB improved by 0.105559
iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.467
ELB improved by 0.0693966
iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.42
ELB improved by 0.0469858
iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.387
ELB improved by 0.0330718
iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.362
ELB improved by 0.0241379
iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.344
ELB improved by 0.0182007
iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.33
ELB improved by 0.0141499
iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.319
ELB improved by 0.011333
iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.309
ELB improved by 0.00934386
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-839.744
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-557.613
ELB improved by 282.13
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-504.156
ELB improved by 53.4576
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-472.114
ELB improved by 32.0419
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.684
ELB improved by 14.4301
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.876
ELB improved by 5.80803
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.764
ELB improved by 3.11199
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.388
ELB improved by 2.37598
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.231
ELB improved by 2.15678
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.152
ELB improved by 2.07891
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.1
ELB improved by 2.05221
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.052
ELB improved by 2.04837
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.006
ELB improved by 2.04573
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.99
ELB improved by 2.01574
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.066
ELB improved by 1.9242
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.318
ELB improved by 1.74832
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.819
ELB improved by 1.49883
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.6
ELB improved by 1.21917
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.641
ELB improved by 0.958964
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.889
ELB improved by 0.751365
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.282
ELB improved by 0.606864
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.764
ELB improved by 0.518217
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.294
ELB improved by 0.470392
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.845
ELB improved by 0.448839
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.402
ELB improved by 0.442846
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.956
ELB improved by 0.445638
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.503
ELB improved by 0.453509
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.038
ELB improved by 0.4651
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.557
ELB improved by 0.481098
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.052
ELB improved by 0.50441
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.512
ELB improved by 0.540801
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.912
ELB improved by 0.599364
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.223
ELB improved by 0.688933
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.419
ELB improved by 0.803867
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.502
ELB improved by 0.917055
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.488
ELB improved by 1.01468
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.38
ELB improved by 1.10777
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.183
ELB improved by 1.1967
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.925
ELB improved by 1.25778
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.674
ELB improved by 1.25147
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.52
ELB improved by 1.15425
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.528
ELB improved by 0.991217
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.709
ELB improved by 0.819407
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.02
ELB improved by 0.689226
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.395
ELB improved by 0.625056
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.799
ELB improved by 0.595848
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.293
ELB improved by 0.505505
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.94
ELB improved by 0.352949
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.711
ELB improved by 0.229655
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.554
ELB improved by 0.156614
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.439
ELB improved by 0.115284
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.348
ELB improved by 0.0907208
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.273
ELB improved by 0.0753244
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.207
ELB improved by 0.0655119
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.148
ELB improved by 0.0594178
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.092
ELB improved by 0.0557262
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.039
ELB improved by 0.0531099
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.989
ELB improved by 0.0501274
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.943
ELB improved by 0.045631
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.904
ELB improved by 0.0394071
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.872
ELB improved by 0.0323089
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.846
ELB improved by 0.0255835
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.826
ELB improved by 0.0200773
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.81
ELB improved by 0.0159959
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.797
ELB improved by 0.0131275
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.786
ELB improved by 0.0111353
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.776
ELB improved by 0.00972234
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-891.768
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-574.601
ELB improved by 317.167
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-517.302
ELB improved by 57.2993
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-482.117
ELB improved by 35.1849
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-465.921
ELB improved by 16.1958
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.219
ELB improved by 6.70211
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.364
ELB improved by 3.85449
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.315
ELB improved by 3.04918
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.54
ELB improved by 2.77515
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.831
ELB improved by 2.7094
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.145
ELB improved by 2.68555
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.54
ELB improved by 2.60465
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.145
ELB improved by 2.39553
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.114
ELB improved by 2.03055
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.545
ELB improved by 1.56975
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.417
ELB improved by 1.1275
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.638
ELB improved by 0.779321
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.1
ELB improved by 0.537677
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.717
ELB improved by 0.38331
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.429
ELB improved by 0.28831
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.2
ELB improved by 0.228833
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.01
ELB improved by 0.189503
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.848
ELB improved by 0.161727
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.708
ELB improved by 0.140933
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.583
ELB improved by 0.124665
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.471
ELB improved by 0.111544
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.371
ELB improved by 0.100742
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.279
ELB improved by 0.0917248
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.195
ELB improved by 0.0841233
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.117
ELB improved by 0.0776701
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.045
ELB improved by 0.0721647
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.977
ELB improved by 0.0674525
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.914
ELB improved by 0.0634128
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.854
ELB improved by 0.0599498
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.797
ELB improved by 0.0569869
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.743
ELB improved by 0.054462
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.69
ELB improved by 0.0523252
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.64
ELB improved by 0.0505356
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.591
ELB improved by 0.0490603
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.543
ELB improved by 0.0478726
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.496
ELB improved by 0.0469514
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.45
ELB improved by 0.0462805
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.404
ELB improved by 0.0458477
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.358
ELB improved by 0.045645
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.312
ELB improved by 0.0456681
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.267
ELB improved by 0.0459162
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.22
ELB improved by 0.0463928
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.173
ELB improved by 0.0471052
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.125
ELB improved by 0.0480655
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.076
ELB improved by 0.0492914
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.025
ELB improved by 0.0508071
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.972
ELB improved by 0.0526455
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.917
ELB improved by 0.0548502
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.86
ELB improved by 0.0574797
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.799
ELB improved by 0.060613
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.735
ELB improved by 0.0643585
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.666
ELB improved by 0.0688677
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.592
ELB improved by 0.0743579
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.511
ELB improved by 0.0811487
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.421
ELB improved by 0.0897229
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.32
ELB improved by 0.100827
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.204
ELB improved by 0.115635
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.068
ELB improved by 0.135992
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.904
ELB improved by 0.164727
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.698
ELB improved by 0.205872
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.434
ELB improved by 0.264203
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.091
ELB improved by 0.342601
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.656
ELB improved by 0.435386
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.133
ELB improved by 0.522798
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.548
ELB improved by 0.584562
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.925
ELB improved by 0.623643
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.263
ELB improved by 0.661128
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.545
ELB improved by 0.717974
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.746
ELB improved by 0.799939
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.86
ELB improved by 0.885097
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.892
ELB improved by 0.968651
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.782
ELB improved by 1.10992
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.52
ELB improved by 1.26158
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.218
ELB improved by 1.30262
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.087
ELB improved by 1.13098
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.334
ELB improved by 0.752381
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.891
ELB improved by 0.44353
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.617
ELB improved by 0.27336
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.431
ELB improved by 0.186175
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.292
ELB improved by 0.139088
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.182
ELB improved by 0.110553
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.091
ELB improved by 0.0905869
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.016
ELB improved by 0.074837
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.955
ELB improved by 0.0616276
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.904
ELB improved by 0.0504433
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.863
ELB improved by 0.0411515
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.829
ELB improved by 0.0336499
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.802
ELB improved by 0.0277533
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.778
ELB improved by 0.0232027
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.759
ELB improved by 0.0197164
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.742
ELB improved by 0.0170355
iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.727
ELB improved by 0.0149488
iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.713
ELB improved by 0.0132956
iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.701
ELB improved by 0.01196
iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.691
ELB improved by 0.0108597
iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.681
ELB improved by 0.00993741
ELB converged
== testthat results ===========================================================
[ OK: 24 | SKIPPED: 0 | WARNINGS: 0 | FAILED: 0 ]
>
> proc.time()
user system elapsed
3.25 0.21 3.45
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graper.Rcheck/examples_i386/graper-Ex.timings
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graper.Rcheck/examples_x64/graper-Ex.timings
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