Britta Velten
| Snapshot Date: 2019-10-15 17:01:26 -0400 (Tue, 15 Oct 2019) |
| URL: https://git.bioconductor.org/packages/graper |
| Branch: RELEASE_3_9 |
| Last Commit: cc518e1 |
| Last Changed Date: 2019-05-02 11:54:14 -0400 (Thu, 02 May 2019) |
| Back to Multiple platform build/check report for BioC 3.9 |
|
This page was generated on 2019-10-16 12:43:08 -0400 (Wed, 16 Oct 2019).
| Package 711/1741 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||
| graper 1.0.0 Britta Velten
| malbec2 | Linux (Ubuntu 18.04.2 LTS) / x86_64 | OK | OK | OK | | ||||||
| tokay2 | Windows Server 2012 R2 Standard / x64 | OK | OK | [ OK ] | OK | | ||||||
| celaya2 | OS X 10.11.6 El Capitan / x86_64 | OK | OK | OK | OK | |
| Package: graper |
| Version: 1.0.0 |
| Command: C:\Users\biocbuild\bbs-3.9-bioc\R\bin\R.exe CMD check --force-multiarch --install=check:graper.install-out.txt --library=C:\Users\biocbuild\bbs-3.9-bioc\R\library --no-vignettes --timings graper_1.0.0.tar.gz |
| StartedAt: 2019-10-16 04:11:55 -0400 (Wed, 16 Oct 2019) |
| EndedAt: 2019-10-16 04:13:45 -0400 (Wed, 16 Oct 2019) |
| EllapsedTime: 110.1 seconds |
| RetCode: 0 |
| Status: OK |
| CheckDir: graper.Rcheck |
| Warnings: 0 |
############################################################################## ############################################################################## ### ### Running command: ### ### C:\Users\biocbuild\bbs-3.9-bioc\R\bin\R.exe CMD check --force-multiarch --install=check:graper.install-out.txt --library=C:\Users\biocbuild\bbs-3.9-bioc\R\library --no-vignettes --timings graper_1.0.0.tar.gz ### ############################################################################## ############################################################################## * using log directory 'C:/Users/biocbuild/bbs-3.9-bioc/meat/graper.Rcheck' * using R version 3.6.1 (2019-07-05) * 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 '1.0.0' * 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 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-3.9-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-3.9-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-3.9-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/3.9/bioc/src/contrib/graper_1.0.0.tar.gz && rm -rf graper.buildbin-libdir && mkdir graper.buildbin-libdir && C:\Users\biocbuild\bbs-3.9-bioc\R\bin\R.exe CMD INSTALL --merge-multiarch --build --library=graper.buildbin-libdir graper_1.0.0.tar.gz && C:\Users\biocbuild\bbs-3.9-bioc\R\bin\R.exe CMD INSTALL graper_1.0.0.zip && rm graper_1.0.0.tar.gz graper_1.0.0.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 27269 100 27269 0 0 369k 0 --:--:-- --:--:-- --:--:-- 409k
install for i386
* installing *source* package 'graper' ...
** using staged installation
** libs
C:/Rtools/mingw_32/bin/g++ -std=gnu++11 -I"C:/Users/BIOCBU~1/BBS-3~1.9-B/R/include" -DNDEBUG -I"C:/Users/biocbuild/bbs-3.9-bioc/R/library/Rcpp/include" -I"C:/Users/biocbuild/bbs-3.9-bioc/R/library/RcppArmadillo/include" -I"C:/Users/biocbuild/bbs-3.9-bioc/R/library/BH/include" -I"C:/extsoft/include" -O2 -Wall -mtune=generic -c RcppExports.cpp -o RcppExports.o
C:/Rtools/mingw_32/bin/g++ -std=gnu++11 -I"C:/Users/BIOCBU~1/BBS-3~1.9-B/R/include" -DNDEBUG -I"C:/Users/biocbuild/bbs-3.9-bioc/R/library/Rcpp/include" -I"C:/Users/biocbuild/bbs-3.9-bioc/R/library/RcppArmadillo/include" -I"C:/Users/biocbuild/bbs-3.9-bioc/R/library/BH/include" -I"C:/extsoft/include" -O2 -Wall -mtune=generic -c fit_graper.cpp -o fit_graper.o
C:/Rtools/mingw_32/bin/g++ -shared -s -static-libgcc -o graper.dll tmp.def RcppExports.o fit_graper.o -LC:/Users/BIOCBU~1/BBS-3~1.9-B/R/bin/i386 -lRlapack -LC:/Users/BIOCBU~1/BBS-3~1.9-B/R/bin/i386 -lRblas -lgfortran -lm -lquadmath -LC:/extsoft/lib/i386 -LC:/extsoft/lib -LC:/Users/BIOCBU~1/BBS-3~1.9-B/R/bin/i386 -lR
installing to C:/Users/biocbuild/bbs-3.9-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:/Rtools/mingw_64/bin/g++ -std=gnu++11 -I"C:/Users/BIOCBU~1/BBS-3~1.9-B/R/include" -DNDEBUG -I"C:/Users/biocbuild/bbs-3.9-bioc/R/library/Rcpp/include" -I"C:/Users/biocbuild/bbs-3.9-bioc/R/library/RcppArmadillo/include" -I"C:/Users/biocbuild/bbs-3.9-bioc/R/library/BH/include" -I"C:/extsoft/include" -O2 -Wall -mtune=generic -c RcppExports.cpp -o RcppExports.o
C:/Rtools/mingw_64/bin/g++ -std=gnu++11 -I"C:/Users/BIOCBU~1/BBS-3~1.9-B/R/include" -DNDEBUG -I"C:/Users/biocbuild/bbs-3.9-bioc/R/library/Rcpp/include" -I"C:/Users/biocbuild/bbs-3.9-bioc/R/library/RcppArmadillo/include" -I"C:/Users/biocbuild/bbs-3.9-bioc/R/library/BH/include" -I"C:/extsoft/include" -O2 -Wall -mtune=generic -c fit_graper.cpp -o fit_graper.o
C:/Rtools/mingw_64/bin/g++ -shared -s -static-libgcc -o graper.dll tmp.def RcppExports.o fit_graper.o -LC:/Users/BIOCBU~1/BBS-3~1.9-B/R/bin/x64 -lRlapack -LC:/Users/BIOCBU~1/BBS-3~1.9-B/R/bin/x64 -lRblas -lgfortran -lm -lquadmath -LC:/extsoft/lib/x64 -LC:/extsoft/lib -LC:/Users/BIOCBU~1/BBS-3~1.9-B/R/bin/x64 -lR
installing to C:/Users/biocbuild/bbs-3.9-bioc/meat/graper.buildbin-libdir/graper/libs/x64
** testing if installed package can be loaded
* MD5 sums
packaged installation of 'graper' as graper_1.0.0.zip
* DONE (graper)
* installing to library 'C:/Users/biocbuild/bbs-3.9-bioc/R/library'
package 'graper' successfully unpacked and MD5 sums checked
|
graper.Rcheck/tests_i386/testthat.Rout
R version 3.6.1 (2019-07-05) -- "Action of the Toes"
Copyright (C) 2019 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=-969.029
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-584.279
ELB improved by 384.749
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-527.757
ELB improved by 56.5221
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-497.769
ELB improved by 29.988
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-484.155
ELB improved by 13.6139
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-476.515
ELB improved by 7.6407
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-470.924
ELB improved by 5.59027
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-466.059
ELB improved by 4.86568
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.529
ELB improved by 4.52949
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.265
ELB improved by 4.26378
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.347
ELB improved by 3.91891
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.876
ELB improved by 3.47056
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.851
ELB improved by 3.02501
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.179
ELB improved by 2.6721
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.851
ELB improved by 2.32739
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.894
ELB improved by 1.95762
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.193
ELB improved by 1.70061
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.706
ELB improved by 1.48768
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.561
ELB improved by 1.1448
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.768
ELB improved by 0.792908
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.219
ELB improved by 0.548971
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.819
ELB improved by 0.399524
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.513
ELB improved by 0.306811
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.267
ELB improved by 0.245532
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.065
ELB improved by 0.202181
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.895
ELB improved by 0.169822
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.75
ELB improved by 0.144742
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.625
ELB improved by 0.124788
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.517
ELB improved by 0.108612
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.422
ELB improved by 0.0953074
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.337
ELB improved by 0.0842373
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.262
ELB improved by 0.0749358
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.195
ELB improved by 0.0670539
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.135
ELB improved by 0.0603249
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.08
ELB improved by 0.0545418
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.031
ELB improved by 0.0495416
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.986
ELB improved by 0.0451947
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.944
ELB improved by 0.0413969
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.906
ELB improved by 0.0380638
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.871
ELB improved by 0.0351262
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.839
ELB improved by 0.0325271
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.808
ELB improved by 0.0302193
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.78
ELB improved by 0.0281632
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.754
ELB improved by 0.0263256
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.729
ELB improved by 0.0246783
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.706
ELB improved by 0.0231975
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.684
ELB improved by 0.0218628
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.664
ELB improved by 0.0206566
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.644
ELB improved by 0.0195638
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.625
ELB improved by 0.0185714
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.608
ELB improved by 0.0176679
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.591
ELB improved by 0.0168434
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.575
ELB improved by 0.0160892
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.559
ELB improved by 0.0153978
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.545
ELB improved by 0.0147624
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.53
ELB improved by 0.014177
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.517
ELB improved by 0.0136365
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.504
ELB improved by 0.0131362
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.491
ELB improved by 0.0126719
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.479
ELB improved by 0.01224
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.467
ELB improved by 0.0118372
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.455
ELB improved by 0.0114605
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.444
ELB improved by 0.0111074
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.434
ELB improved by 0.0107756
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.423
ELB improved by 0.0104628
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.413
ELB improved by 0.0101673
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.403
ELB improved by 0.00988736
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-873.628
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-571.736
ELB improved by 301.892
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-517.407
ELB improved by 54.3292
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-485.695
ELB improved by 31.7118
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-471.129
ELB improved by 14.5663
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.62
ELB improved by 6.50847
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.607
ELB improved by 4.01355
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.357
ELB improved by 3.2498
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.39
ELB improved by 2.96685
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.559
ELB improved by 2.83104
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.839
ELB improved by 2.71981
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.251
ELB improved by 2.58809
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.837
ELB improved by 2.41429
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.656
ELB improved by 2.18104
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.775
ELB improved by 1.88027
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.244
ELB improved by 1.53116
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.065
ELB improved by 1.17898
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.194
ELB improved by 0.871158
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.56
ELB improved by 0.633966
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.093
ELB improved by 0.467139
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.738
ELB improved by 0.355315
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.457
ELB improved by 0.280932
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.226
ELB improved by 0.230273
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.032
ELB improved by 0.194276
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.865
ELB improved by 0.167435
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.718
ELB improved by 0.14651
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.589
ELB improved by 0.129597
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.473
ELB improved by 0.115549
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.369
ELB improved by 0.103647
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.276
ELB improved by 0.0934155
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.192
ELB improved by 0.0845261
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.115
ELB improved by 0.0767397
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.045
ELB improved by 0.0698761
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.981
ELB improved by 0.0637948
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.923
ELB improved by 0.0583833
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.869
ELB improved by 0.05355
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.82
ELB improved by 0.0492188
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.775
ELB improved by 0.0453261
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.733
ELB improved by 0.0418179
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.694
ELB improved by 0.0386483
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.658
ELB improved by 0.0357779
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.625
ELB improved by 0.0331726
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.594
ELB improved by 0.030803
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.566
ELB improved by 0.0286435
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.539
ELB improved by 0.0266718
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.514
ELB improved by 0.0248683
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.491
ELB improved by 0.0232159
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.469
ELB improved by 0.0216995
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.449
ELB improved by 0.0203058
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.43
ELB improved by 0.019023
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.412
ELB improved by 0.0178406
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.395
ELB improved by 0.0167494
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.38
ELB improved by 0.015741
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.365
ELB improved by 0.0148081
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.351
ELB improved by 0.013944
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.338
ELB improved by 0.0131428
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.325
ELB improved by 0.0123991
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.314
ELB improved by 0.0117081
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.303
ELB improved by 0.0110654
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.292
ELB improved by 0.0104672
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.282
ELB improved by 0.00990978
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-873.788
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-573.207
ELB improved by 300.581
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-511.732
ELB improved by 61.4752
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-468.827
ELB improved by 42.9049
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.611
ELB improved by 19.216
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.145
ELB improved by 7.46572
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.915
ELB improved by 4.23042
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.769
ELB improved by 3.14564
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.975
ELB improved by 2.79371
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.216
ELB improved by 2.75922
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.349
ELB improved by 2.86679
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.328
ELB improved by 3.02134
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.173
ELB improved by 3.15518
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.98
ELB improved by 3.19298
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.922
ELB improved by 3.05791
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.182
ELB improved by 2.74025
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.831
ELB improved by 2.35064
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.824
ELB improved by 2.00726
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.094
ELB improved by 1.73003
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.562
ELB improved by 1.53135
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.107
ELB improved by 1.45532
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.602
ELB improved by 1.50534
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.006
ELB improved by 1.59566
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.367
ELB improved by 1.63932
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.713
ELB improved by 1.65346
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.049
ELB improved by 1.66451
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.371
ELB improved by 1.67774
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.679
ELB improved by 1.69177
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.985
ELB improved by 1.69391
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.329
ELB improved by 1.65668
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.78
ELB improved by 1.5487
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.42
ELB improved by 1.35988
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.302
ELB improved by 1.11799
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.429
ELB improved by 0.873119
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.765
ELB improved by 0.664036
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.263
ELB improved by 0.502249
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.881
ELB improved by 0.38141
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.59
ELB improved by 0.291426
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.366
ELB improved by 0.224186
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.192
ELB improved by 0.173604
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.057
ELB improved by 0.135111
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.951
ELB improved by 0.105556
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.869
ELB improved by 0.0828818
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.803
ELB improved by 0.0656162
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.75
ELB improved by 0.0525504
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.708
ELB improved by 0.0426585
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.673
ELB improved by 0.0351136
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.643
ELB improved by 0.029289
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.619
ELB improved by 0.0247288
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.597
ELB improved by 0.0211082
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.579
ELB improved by 0.0181958
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.563
ELB improved by 0.0158265
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.55
ELB improved by 0.0138802
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.537
ELB improved by 0.0122683
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.526
ELB improved by 0.010924
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.517
ELB improved by 0.00979605
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-887.677
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-577.904
ELB improved by 309.773
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-520.565
ELB improved by 57.3384
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-485.863
ELB improved by 34.7028
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-469.342
ELB improved by 16.5201
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.158
ELB improved by 8.18429
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.409
ELB improved by 4.74903
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.964
ELB improved by 3.44499
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.933
ELB improved by 3.03086
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.021
ELB improved by 2.91216
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.192
ELB improved by 2.82873
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.551
ELB improved by 2.64088
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.256
ELB improved by 2.29559
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.412
ELB improved by 1.84408
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.016
ELB improved by 1.39621
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.983
ELB improved by 1.03259
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.211
ELB improved by 0.771852
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.616
ELB improved by 0.595365
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.139
ELB improved by 0.477018
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.742
ELB improved by 0.396384
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.403
ELB improved by 0.339542
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.106
ELB improved by 0.29672
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.845
ELB improved by 0.260919
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.617
ELB improved by 0.22775
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.422
ELB improved by 0.195608
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.257
ELB improved by 0.165132
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.119
ELB improved by 0.137802
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.004
ELB improved by 0.114631
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.909
ELB improved by 0.0957786
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.828
ELB improved by 0.0808233
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.759
ELB improved by 0.0691106
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.699
ELB improved by 0.0599551
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.646
ELB improved by 0.0527376
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.599
ELB improved by 0.04695
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.557
ELB improved by 0.0422069
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.518
ELB improved by 0.0382318
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.484
ELB improved by 0.0348337
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.452
ELB improved by 0.0318816
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.422
ELB improved by 0.0292852
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.396
ELB improved by 0.0269804
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.371
ELB improved by 0.0249202
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.348
ELB improved by 0.0230689
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.326
ELB improved by 0.0213982
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.306
ELB improved by 0.0198852
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.288
ELB improved by 0.0185111
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.27
ELB improved by 0.0172599
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.254
ELB improved by 0.016118
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.239
ELB improved by 0.0150737
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.225
ELB improved by 0.0141168
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.212
ELB improved by 0.0132384
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.199
ELB improved by 0.0124307
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.188
ELB improved by 0.011687
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.177
ELB improved by 0.0110011
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.166
ELB improved by 0.0103676
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.157
ELB improved by 0.00978184
ELB converged
== testthat results ===========================================================
[ OK: 24 | SKIPPED: 0 | WARNINGS: 0 | FAILED: 0 ]
>
> proc.time()
user system elapsed
2.18 0.15 2.32
|
graper.Rcheck/tests_x64/testthat.Rout
R version 3.6.1 (2019-07-05) -- "Action of the Toes"
Copyright (C) 2019 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=-829.484
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-569.629
ELB improved by 259.855
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-512.77
ELB improved by 56.8582
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-471.85
ELB improved by 40.9208
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.018
ELB improved by 20.8315
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.705
ELB improved by 8.31339
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.422
ELB improved by 4.28319
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.162
ELB improved by 3.25952
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.155
ELB improved by 3.00709
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.128
ELB improved by 3.02655
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.002
ELB improved by 3.12653
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.841
ELB improved by 3.16058
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.849
ELB improved by 2.99205
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.278
ELB improved by 2.57126
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.283
ELB improved by 1.99511
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.854
ELB improved by 1.42887
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.874
ELB improved by 0.979685
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.208
ELB improved by 0.666086
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.747
ELB improved by 0.461563
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.414
ELB improved by 0.332328
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.163
ELB improved by 0.250815
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.965
ELB improved by 0.198062
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.803
ELB improved by 0.16246
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.666
ELB improved by 0.137366
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.547
ELB improved by 0.119032
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.441
ELB improved by 0.105285
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.346
ELB improved by 0.0947928
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.26
ELB improved by 0.0866902
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.179
ELB improved by 0.0803887
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.104
ELB improved by 0.0754755
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.032
ELB improved by 0.0716554
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.964
ELB improved by 0.0687148
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.897
ELB improved by 0.066497
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.832
ELB improved by 0.0648856
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.768
ELB improved by 0.0637928
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.705
ELB improved by 0.0631515
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.642
ELB improved by 0.06291
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.579
ELB improved by 0.0630283
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.516
ELB improved by 0.063476
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.452
ELB improved by 0.064231
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.386
ELB improved by 0.065279
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.32
ELB improved by 0.0666137
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.251
ELB improved by 0.0682377
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.181
ELB improved by 0.0701629
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.109
ELB improved by 0.072412
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.034
ELB improved by 0.0750186
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.956
ELB improved by 0.0780257
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.874
ELB improved by 0.0814817
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.789
ELB improved by 0.0854304
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.699
ELB improved by 0.0898948
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.604
ELB improved by 0.0948521
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.504
ELB improved by 0.100206
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.398
ELB improved by 0.105771
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.287
ELB improved by 0.111283
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.17
ELB improved by 0.11647
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.049
ELB improved by 0.121161
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.924
ELB improved by 0.125394
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.794
ELB improved by 0.129464
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.661
ELB improved by 0.133877
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.521
ELB improved by 0.139237
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.375
ELB improved by 0.146033
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.221
ELB improved by 0.154267
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.058
ELB improved by 0.162882
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.889
ELB improved by 0.169404
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.718
ELB improved by 0.170804
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.552
ELB improved by 0.165771
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.396
ELB improved by 0.156041
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.251
ELB improved by 0.144868
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.117
ELB improved by 0.134734
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.99
ELB improved by 0.126645
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.869
ELB improved by 0.120623
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.753
ELB improved by 0.11629
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.64
ELB improved by 0.113192
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.529
ELB improved by 0.110916
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.42
ELB improved by 0.109114
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.312
ELB improved by 0.107496
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.206
ELB improved by 0.105815
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.103
ELB improved by 0.103857
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.001
ELB improved by 0.101447
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.903
ELB improved by 0.0984572
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.808
ELB improved by 0.0948205
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.717
ELB improved by 0.0905362
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.632
ELB improved by 0.0856635
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.551
ELB improved by 0.0803091
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.477
ELB improved by 0.0746096
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.408
ELB improved by 0.0687144
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.345
ELB improved by 0.0627705
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.288
ELB improved by 0.0569118
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.237
ELB improved by 0.0512508
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.191
ELB improved by 0.0458754
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.15
ELB improved by 0.0408478
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.114
ELB improved by 0.0362069
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.082
ELB improved by 0.0319714
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.054
ELB improved by 0.0281434
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.029
ELB improved by 0.0247127
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.008
ELB improved by 0.0216604
iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.989
ELB improved by 0.0189615
iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.972
ELB improved by 0.0165878
iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.958
ELB improved by 0.0145094
iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.945
ELB improved by 0.0126963
iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.934
ELB improved by 0.0111198
iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.924
ELB improved by 0.00975238
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-840.866
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-594.837
ELB improved by 246.03
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-533.999
ELB improved by 60.8374
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-486.711
ELB improved by 47.2879
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-462.837
ELB improved by 23.8749
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.257
ELB improved by 11.5798
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.927
ELB improved by 8.32951
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.745
ELB improved by 7.18213
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.78
ELB improved by 5.96511
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.217
ELB improved by 4.56306
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.834
ELB improved by 3.3825
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.31
ELB improved by 2.5245
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.398
ELB improved by 1.91224
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.91
ELB improved by 1.48813
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.739
ELB improved by 1.17037
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.831
ELB improved by 0.908304
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.113
ELB improved by 0.717688
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.516
ELB improved by 0.597059
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.995
ELB improved by 0.52064
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.531
ELB improved by 0.46442
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.115
ELB improved by 0.415928
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.741
ELB improved by 0.374076
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.399
ELB improved by 0.341635
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.081
ELB improved by 0.31805
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.783
ELB improved by 0.298743
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.503
ELB improved by 0.279471
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.243
ELB improved by 0.260328
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.999
ELB improved by 0.244212
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.766
ELB improved by 0.232916
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.539
ELB improved by 0.226282
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.316
ELB improved by 0.223453
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.092
ELB improved by 0.22382
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.865
ELB improved by 0.227269
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.631
ELB improved by 0.234091
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.386
ELB improved by 0.244782
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.126
ELB improved by 0.25969
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.848
ELB improved by 0.278481
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.548
ELB improved by 0.29957
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.228
ELB improved by 0.320192
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.89
ELB improved by 0.337981
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.537
ELB improved by 0.353091
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.169
ELB improved by 0.36773
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.786
ELB improved by 0.383391
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.386
ELB improved by 0.399546
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.972
ELB improved by 0.414386
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.546
ELB improved by 0.425793
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.114
ELB improved by 0.431861
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.683
ELB improved by 0.431103
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.261
ELB improved by 0.422583
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.855
ELB improved by 0.406094
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.472
ELB improved by 0.382353
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.119
ELB improved by 0.353
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.799
ELB improved by 0.320231
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.513
ELB improved by 0.286192
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.26
ELB improved by 0.252697
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.038
ELB improved by 0.221559
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.844
ELB improved by 0.194726
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.67
ELB improved by 0.173453
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.513
ELB improved by 0.157226
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.369
ELB improved by 0.143821
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.239
ELB improved by 0.130747
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.122
ELB improved by 0.116734
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.02
ELB improved by 0.101788
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.934
ELB improved by 0.0863983
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.862
ELB improved by 0.0712745
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.805
ELB improved by 0.0573702
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.759
ELB improved by 0.0455352
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.723
ELB improved by 0.0361016
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.694
ELB improved by 0.0288748
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.671
ELB improved by 0.0234071
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.652
ELB improved by 0.0192421
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.636
ELB improved by 0.0160201
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.622
ELB improved by 0.0134876
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.611
ELB improved by 0.0114724
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.601
ELB improved by 0.00985565
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-860.179
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-587.115
ELB improved by 273.065
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-525.162
ELB improved by 61.9523
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-482.287
ELB improved by 42.8749
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-463.172
ELB improved by 19.1148
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.379
ELB improved by 8.79388
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.571
ELB improved by 5.80751
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.177
ELB improved by 5.39376
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.469
ELB improved by 5.70854
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.385
ELB improved by 6.08361
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.316
ELB improved by 6.06927
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.943
ELB improved by 5.37294
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.724
ELB improved by 4.21885
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.613
ELB improved by 3.1109
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.376
ELB improved by 2.23719
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.783
ELB improved by 1.59317
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.617
ELB improved by 1.16615
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.72
ELB improved by 0.89648
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.001
ELB improved by 0.718958
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.404
ELB improved by 0.597544
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.894
ELB improved by 0.509997
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.461
ELB improved by 0.433012
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.103
ELB improved by 0.357417
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.811
ELB improved by 0.292402
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.566
ELB improved by 0.245226
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.352
ELB improved by 0.214098
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.157
ELB improved by 0.194106
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.976
ELB improved by 0.181235
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.803
ELB improved by 0.173002
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.635
ELB improved by 0.167992
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.47
ELB improved by 0.16539
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.305
ELB improved by 0.16469
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.14
ELB improved by 0.165545
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.972
ELB improved by 0.167682
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.801
ELB improved by 0.170862
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.626
ELB improved by 0.174846
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.447
ELB improved by 0.17938
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.263
ELB improved by 0.18419
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.074
ELB improved by 0.188999
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.88
ELB improved by 0.193548
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.682
ELB improved by 0.197628
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.481
ELB improved by 0.201089
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.278
ELB improved by 0.203843
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.072
ELB improved by 0.205846
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.865
ELB improved by 0.20709
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.657
ELB improved by 0.207592
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.45
ELB improved by 0.20737
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.243
ELB improved by 0.206393
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.039
ELB improved by 0.204476
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.838
ELB improved by 0.201174
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.642
ELB improved by 0.195774
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.454
ELB improved by 0.187564
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.278
ELB improved by 0.176321
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.115
ELB improved by 0.162602
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.968
ELB improved by 0.147519
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.836
ELB improved by 0.132232
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.718
ELB improved by 0.117615
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.614
ELB improved by 0.104208
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.521
ELB improved by 0.0923139
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.439
ELB improved by 0.0821013
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.366
ELB improved by 0.0736763
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.299
ELB improved by 0.0671343
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.236
ELB improved by 0.0625944
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.176
ELB improved by 0.0602144
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.116
ELB improved by 0.0601515
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.053
ELB improved by 0.0624076
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.987
ELB improved by 0.0664968
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.916
ELB improved by 0.0710551
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.842
ELB improved by 0.0739373
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.768
ELB improved by 0.0733997
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.699
ELB improved by 0.0696903
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.633
ELB improved by 0.0652056
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.57
ELB improved by 0.063005
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.505
ELB improved by 0.0654748
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.431
ELB improved by 0.07391
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.343
ELB improved by 0.0879113
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.239
ELB improved by 0.103639
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.126
ELB improved by 0.11302
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.017
ELB improved by 0.109094
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.923
ELB improved by 0.0945337
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.843
ELB improved by 0.0796284
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.771
ELB improved by 0.0724396
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.695
ELB improved by 0.0760446
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.603
ELB improved by 0.0913904
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.487
ELB improved by 0.116348
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.348
ELB improved by 0.138636
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.21
ELB improved by 0.138605
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.096
ELB improved by 0.113534
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.016
ELB improved by 0.0802737
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.964
ELB improved by 0.0519032
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.932
ELB improved by 0.0320633
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.912
ELB improved by 0.0198769
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.899
ELB improved by 0.0129992
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.89
ELB improved by 0.00922485
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-933.171
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-597.334
ELB improved by 335.837
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-536.531
ELB improved by 60.8033
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-498.377
ELB improved by 38.1533
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-480.401
ELB improved by 17.9762
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-471.813
ELB improved by 8.58799
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-466.406
ELB improved by 5.40719
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.808
ELB improved by 4.59765
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.296
ELB improved by 4.51261
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.632
ELB improved by 4.66351
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.817
ELB improved by 4.81515
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.049
ELB improved by 4.76782
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.623
ELB improved by 4.42647
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.839
ELB improved by 3.7839
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.919
ELB improved by 2.9202
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.836
ELB improved by 2.083
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.397
ELB improved by 1.43872
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.405
ELB improved by 0.992002
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.706
ELB improved by 0.698933
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.19
ELB improved by 0.51573
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.788
ELB improved by 0.402205
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.459
ELB improved by 0.328787
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.181
ELB improved by 0.278247
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.94
ELB improved by 0.241481
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.726
ELB improved by 0.213605
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.534
ELB improved by 0.191762
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.36
ELB improved by 0.174049
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.201
ELB improved by 0.159018
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.056
ELB improved by 0.145546
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.923
ELB improved by 0.132921
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.802
ELB improved by 0.120937
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.692
ELB improved by 0.109782
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.592
ELB improved by 0.0997527
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.501
ELB improved by 0.0910075
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.418
ELB improved by 0.0835141
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.341
ELB improved by 0.0771201
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.269
ELB improved by 0.0716427
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.202
ELB improved by 0.0669203
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.139
ELB improved by 0.0628306
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.08
ELB improved by 0.0592901
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.024
ELB improved by 0.0562498
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.97
ELB improved by 0.0536928
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.918
ELB improved by 0.0516367
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.868
ELB improved by 0.0501419
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.819
ELB improved by 0.0493286
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.77
ELB improved by 0.0494043
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.719
ELB improved by 0.0507003
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.665
ELB improved by 0.0537037
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.606
ELB improved by 0.0590221
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.539
ELB improved by 0.0671255
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.461
ELB improved by 0.0776349
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.373
ELB improved by 0.0882966
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.278
ELB improved by 0.0950377
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.183
ELB improved by 0.094741
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.095
ELB improved by 0.0883519
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.015
ELB improved by 0.0797323
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.943
ELB improved by 0.0720603
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.877
ELB improved by 0.0664415
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.814
ELB improved by 0.0626774
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.754
ELB improved by 0.0601959
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.695
ELB improved by 0.0584908
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.638
ELB improved by 0.057225
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.582
ELB improved by 0.0562052
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.527
ELB improved by 0.0553307
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.472
ELB improved by 0.0545517
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.418
ELB improved by 0.0538435
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.365
ELB improved by 0.0531925
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.312
ELB improved by 0.052589
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.26
ELB improved by 0.0520243
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.209
ELB improved by 0.0514892
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.158
ELB improved by 0.050974
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.107
ELB improved by 0.0504682
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.057
ELB improved by 0.0499614
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.008
ELB improved by 0.0494428
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.959
ELB improved by 0.0489026
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.911
ELB improved by 0.0483316
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.863
ELB improved by 0.0477219
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.816
ELB improved by 0.0470673
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.77
ELB improved by 0.0463637
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.724
ELB improved by 0.0456087
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.679
ELB improved by 0.0448024
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.635
ELB improved by 0.0439473
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.592
ELB improved by 0.0430478
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.55
ELB improved by 0.0421106
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.509
ELB improved by 0.0411442
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.469
ELB improved by 0.0401584
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.43
ELB improved by 0.0391644
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.391
ELB improved by 0.0381737
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.354
ELB improved by 0.0371984
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.318
ELB improved by 0.0362506
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.283
ELB improved by 0.035342
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.248
ELB improved by 0.0344843
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.215
ELB improved by 0.0336894
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.182
ELB improved by 0.0329697
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.149
ELB improved by 0.0323392
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.117
ELB improved by 0.0318144
iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.086
ELB improved by 0.0314156
iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.055
ELB improved by 0.0311677
iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.024
ELB improved by 0.0311009
iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.992
ELB improved by 0.0312491
iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.961
ELB improved by 0.0316456
iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.929
ELB improved by 0.0323127
iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.895
ELB improved by 0.0332408
iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.861
ELB improved by 0.0343568
iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.825
ELB improved by 0.0354837
iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.789
ELB improved by 0.0363142
iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.753
ELB improved by 0.0364396
iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.717
ELB improved by 0.0354722
iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.684
ELB improved by 0.0332332
iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.654
ELB improved by 0.0298838
iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.628
ELB improved by 0.0258775
iteration 112
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.606
ELB improved by 0.0217568
iteration 113
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.589
ELB improved by 0.0179513
iteration 114
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.574
ELB improved by 0.0146913
iteration 115
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.562
ELB improved by 0.0120339
iteration 116
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.552
ELB improved by 0.00993166
ELB converged
== testthat results ===========================================================
[ OK: 24 | SKIPPED: 0 | WARNINGS: 0 | FAILED: 0 ]
>
> proc.time()
user system elapsed
2.70 0.15 2.84
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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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