Britta Velten
| Snapshot Date: 2019-04-08 17:01:18 -0400 (Mon, 08 Apr 2019) |
| URL: https://git.bioconductor.org/packages/graper |
| Branch: master |
| Last Commit: 15c55e7 |
| Last Changed Date: 2019-01-29 11:43:47 -0400 (Tue, 29 Jan 2019) |
| Back to Multiple platform build/check report for BioC 3.9 |
|
This page was generated on 2019-04-09 12:43:34 -0400 (Tue, 09 Apr 2019).
| Package 700/1703 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||
| graper 0.99.3 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 | | ||||||
| merida2 | OS X 10.11.6 El Capitan / x86_64 | OK | OK | OK | OK |
| Package: graper |
| Version: 0.99.3 |
| 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_0.99.3.tar.gz |
| StartedAt: 2019-04-09 03:18:49 -0400 (Tue, 09 Apr 2019) |
| EndedAt: 2019-04-09 03:20:29 -0400 (Tue, 09 Apr 2019) |
| EllapsedTime: 99.3 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_0.99.3.tar.gz ### ############################################################################## ############################################################################## * using log directory 'C:/Users/biocbuild/bbs-3.9-bioc/meat/graper.Rcheck' * using R Under development (unstable) (2019-03-09 r76216) * 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 '0.99.3' * 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_0.99.3.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_0.99.3.tar.gz && C:\Users\biocbuild\bbs-3.9-bioc\R\bin\R.exe CMD INSTALL graper_0.99.3.zip && rm graper_0.99.3.tar.gz graper_0.99.3.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 27290 100 27290 0 0 97987 0 --:--:-- --:--:-- --:--:-- 97k
install for i386
* installing *source* package 'graper' ...
** 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_0.99.3.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 Under development (unstable) (2019-03-09 r76216) -- "Unsuffered Consequences"
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=-894.427
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-585.613
ELB improved by 308.814
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-525.362
ELB improved by 60.2515
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-488.111
ELB improved by 37.2505
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-471.862
ELB improved by 16.2496
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-465.041
ELB improved by 6.82062
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.096
ELB improved by 3.94537
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.222
ELB improved by 2.87365
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.795
ELB improved by 2.42698
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.556
ELB improved by 2.23858
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.408
ELB improved by 2.14799
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.322
ELB improved by 2.08676
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.31
ELB improved by 2.01147
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.428
ELB improved by 1.88191
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.757
ELB improved by 1.67154
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.365
ELB improved by 1.39196
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.269
ELB improved by 1.09552
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.427
ELB improved by 0.842124
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.761
ELB improved by 0.66642
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.186
ELB improved by 0.574849
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.629
ELB improved by 0.556699
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.047
ELB improved by 0.582508
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.448
ELB improved by 0.598413
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.906
ELB improved by 0.542184
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.499
ELB improved by 0.407398
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.22
ELB improved by 0.278588
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.017
ELB improved by 0.20286
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.853
ELB improved by 0.164307
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.709
ELB improved by 0.143586
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.578
ELB improved by 0.131122
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.456
ELB improved by 0.12263
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.339
ELB improved by 0.116109
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.229
ELB improved by 0.110579
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.123
ELB improved by 0.105547
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.023
ELB improved by 0.100766
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.926
ELB improved by 0.0961167
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.835
ELB improved by 0.0915513
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.748
ELB improved by 0.0870595
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.665
ELB improved by 0.0826513
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.587
ELB improved by 0.0783462
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.513
ELB improved by 0.0741661
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.443
ELB improved by 0.0701315
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.376
ELB improved by 0.0662597
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.314
ELB improved by 0.0625628
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.255
ELB improved by 0.0590485
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.199
ELB improved by 0.0557197
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.146
ELB improved by 0.0525751
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.097
ELB improved by 0.0496107
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.05
ELB improved by 0.0468197
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.006
ELB improved by 0.0441939
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.964
ELB improved by 0.0417242
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.925
ELB improved by 0.0394009
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.887
ELB improved by 0.0372144
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.852
ELB improved by 0.0351555
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.819
ELB improved by 0.0332153
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.788
ELB improved by 0.0313857
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.758
ELB improved by 0.0296591
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.73
ELB improved by 0.0280287
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.704
ELB improved by 0.0264883
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.678
ELB improved by 0.0250323
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.655
ELB improved by 0.0236556
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.632
ELB improved by 0.0223535
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.611
ELB improved by 0.0211221
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.591
ELB improved by 0.0199574
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.573
ELB improved by 0.0188559
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.555
ELB improved by 0.0178145
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.538
ELB improved by 0.0168302
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.522
ELB improved by 0.0159002
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.507
ELB improved by 0.0150217
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.493
ELB improved by 0.0141924
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.479
ELB improved by 0.0134098
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.467
ELB improved by 0.0126716
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.455
ELB improved by 0.0119756
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.443
ELB improved by 0.0113199
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.433
ELB improved by 0.0107022
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.423
ELB improved by 0.0101207
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.413
ELB improved by 0.00957352
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-862.35
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-599.278
ELB improved by 263.072
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-538.662
ELB improved by 60.6157
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-487.895
ELB improved by 50.7676
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.595
ELB improved by 28.2993
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.285
ELB improved by 10.3104
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.795
ELB improved by 4.49008
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.626
ELB improved by 3.16876
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.796
ELB improved by 2.82977
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.958
ELB improved by 2.83856
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.923
ELB improved by 3.03434
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.563
ELB improved by 3.3603
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.8
ELB improved by 3.76309
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.693
ELB improved by 4.10671
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.556
ELB improved by 4.13752
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.901
ELB improved by 3.65466
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.089
ELB improved by 2.81244
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.083
ELB improved by 2.00527
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.642
ELB improved by 1.44139
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.529
ELB improved by 1.11323
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.576
ELB improved by 0.953247
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.685
ELB improved by 0.890409
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.831
ELB improved by 0.853747
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.038
ELB improved by 0.793263
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.317
ELB improved by 0.72142
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.653
ELB improved by 0.66365
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.031
ELB improved by 0.621924
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.442
ELB improved by 0.589408
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.883
ELB improved by 0.559086
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.357
ELB improved by 0.525635
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.869
ELB improved by 0.48792
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.419
ELB improved by 0.450187
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398
ELB improved by 0.418945
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.6
ELB improved by 0.4
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.201
ELB improved by 0.399167
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.777
ELB improved by 0.424161
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.29
ELB improved by 0.486722
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.673
ELB improved by 0.616449
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.804
ELB improved by 0.869851
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.704
ELB improved by 1.09935
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.672
ELB improved by 1.03175
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.751
ELB improved by 0.921179
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.927
ELB improved by 0.824071
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.308
ELB improved by 0.619467
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.856
ELB improved by 0.451652
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.464
ELB improved by 0.391638
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.079
ELB improved by 0.385911
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.678
ELB improved by 0.4003
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.264
ELB improved by 0.41381
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.896
ELB improved by 0.368821
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.632
ELB improved by 0.263818
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.459
ELB improved by 0.172999
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.343
ELB improved by 0.115802
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.263
ELB improved by 0.0802944
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.205
ELB improved by 0.0575407
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.162
ELB improved by 0.0427254
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.13
ELB improved by 0.0329162
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.103
ELB improved by 0.0262404
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.082
ELB improved by 0.0215387
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.064
ELB improved by 0.0181137
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.048
ELB improved by 0.0155451
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.035
ELB improved by 0.0135713
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.023
ELB improved by 0.0120229
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.012
ELB improved by 0.0107858
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.002
ELB improved by 0.00978087
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-891.117
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-571.355
ELB improved by 319.762
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-508.439
ELB improved by 62.9157
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-472.986
ELB improved by 35.4537
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.909
ELB improved by 13.0761
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.298
ELB improved by 6.61122
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.171
ELB improved by 5.12769
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.244
ELB improved by 4.92614
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.016
ELB improved by 5.2283
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.413
ELB improved by 5.60315
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.912
ELB improved by 5.5007
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.349
ELB improved by 4.56307
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.185
ELB improved by 3.16405
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.217
ELB improved by 1.96849
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.001
ELB improved by 1.21609
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.199
ELB improved by 0.801235
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.623
ELB improved by 0.575978
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.178
ELB improved by 0.445832
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.817
ELB improved by 0.360174
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.523
ELB improved by 0.293952
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.286
ELB improved by 0.237466
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.097
ELB improved by 0.189337
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.946
ELB improved by 0.150548
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.825
ELB improved by 0.121045
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.726
ELB improved by 0.0993017
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.642
ELB improved by 0.0833033
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.571
ELB improved by 0.0713381
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.509
ELB improved by 0.062199
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.454
ELB improved by 0.0550848
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.404
ELB improved by 0.0494594
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.359
ELB improved by 0.0449521
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.318
ELB improved by 0.0412983
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.28
ELB improved by 0.0383057
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.244
ELB improved by 0.0358327
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.21
ELB improved by 0.0337746
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.178
ELB improved by 0.0320535
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.147
ELB improved by 0.0306107
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.118
ELB improved by 0.0294017
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.09
ELB improved by 0.0283922
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.062
ELB improved by 0.0275557
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.035
ELB improved by 0.0268712
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.009
ELB improved by 0.0263223
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.983
ELB improved by 0.0258959
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.957
ELB improved by 0.0255819
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.932
ELB improved by 0.0253723
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.907
ELB improved by 0.0252613
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.882
ELB improved by 0.0252447
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.856
ELB improved by 0.0253202
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.831
ELB improved by 0.0254871
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.805
ELB improved by 0.0257464
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.779
ELB improved by 0.0261008
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.752
ELB improved by 0.026555
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.725
ELB improved by 0.0271159
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.697
ELB improved by 0.0277927
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.669
ELB improved by 0.0285977
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.639
ELB improved by 0.0295466
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.609
ELB improved by 0.030659
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.577
ELB improved by 0.0319596
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.543
ELB improved by 0.0334787
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.508
ELB improved by 0.0352538
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.471
ELB improved by 0.0373302
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.431
ELB improved by 0.0397624
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.388
ELB improved by 0.042615
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.342
ELB improved by 0.045963
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.292
ELB improved by 0.049891
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.238
ELB improved by 0.0544909
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.178
ELB improved by 0.0598586
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.112
ELB improved by 0.0660884
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.039
ELB improved by 0.0732691
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.957
ELB improved by 0.0814819
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.866
ELB improved by 0.0908054
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.765
ELB improved by 0.101327
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.652
ELB improved by 0.113156
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.525
ELB improved by 0.126437
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.384
ELB improved by 0.141343
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.226
ELB improved by 0.158058
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.049
ELB improved by 0.176746
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.852
ELB improved by 0.197501
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.632
ELB improved by 0.2203
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.387
ELB improved by 0.244942
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.116
ELB improved by 0.271015
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.818
ELB improved by 0.297889
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.493
ELB improved by 0.324784
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.142
ELB improved by 0.350885
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.767
ELB improved by 0.375325
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.37
ELB improved by 0.396696
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.958
ELB improved by 0.411981
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.542
ELB improved by 0.416099
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.138
ELB improved by 0.404115
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.762
ELB improved by 0.375389
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.427
ELB improved by 0.335067
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.136
ELB improved by 0.290984
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.887
ELB improved by 0.249672
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.672
ELB improved by 0.214511
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.487
ELB improved by 0.185582
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.326
ELB improved by 0.160428
iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.19
ELB improved by 0.136035
iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.079
ELB improved by 0.111413
iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.991
ELB improved by 0.0881521
iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.922
ELB improved by 0.068367
iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.869
ELB improved by 0.0529156
iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.828
ELB improved by 0.0414204
iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.795
ELB improved by 0.0330187
iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.768
ELB improved by 0.0268709
iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.746
ELB improved by 0.0223259
iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.727
ELB improved by 0.01892
iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.71
ELB improved by 0.0163315
iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.696
ELB improved by 0.0143373
iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.683
ELB improved by 0.012781
iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.672
ELB improved by 0.011551
iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.661
ELB improved by 0.0105669
iteration 112
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.651
ELB improved by 0.00977001
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-881.876
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-561.516
ELB improved by 320.36
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-502.852
ELB improved by 58.6643
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-467.115
ELB improved by 35.7362
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.444
ELB improved by 14.6714
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.322
ELB improved by 6.12157
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.869
ELB improved by 3.45377
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.272
ELB improved by 2.59659
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.96
ELB improved by 2.31202
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.703
ELB improved by 2.25688
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.38
ELB improved by 2.32314
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.928
ELB improved by 2.45188
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.353
ELB improved by 2.57554
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.753
ELB improved by 2.60004
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.306
ELB improved by 2.44663
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.181
ELB improved by 2.1245
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.445
ELB improved by 1.73616
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.045
ELB improved by 1.39994
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.869
ELB improved by 1.17597
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.817
ELB improved by 1.05243
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.829
ELB improved by 0.987505
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.88
ELB improved by 0.949229
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.951
ELB improved by 0.928802
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.004
ELB improved by 0.947471
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.924
ELB improved by 1.0798
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.536
ELB improved by 1.38849
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.998
ELB improved by 1.5377
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.568
ELB improved by 1.42973
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.209
ELB improved by 1.35877
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.853
ELB improved by 1.3564
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.432
ELB improved by 1.42097
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.811
ELB improved by 1.62072
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.698
ELB improved by 2.11343
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.78
ELB improved by 2.91804
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.873
ELB improved by 2.90719
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.942
ELB improved by 1.93083
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.848
ELB improved by 1.09394
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.258
ELB improved by 0.590142
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.932
ELB improved by 0.326077
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.738
ELB improved by 0.193817
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.612
ELB improved by 0.126193
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.522
ELB improved by 0.0894891
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.454
ELB improved by 0.0680045
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.4
ELB improved by 0.0544777
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.354
ELB improved by 0.0454222
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.315
ELB improved by 0.039047
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.281
ELB improved by 0.0343604
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.25
ELB improved by 0.0307796
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.222
ELB improved by 0.0279472
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.197
ELB improved by 0.0256379
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.173
ELB improved by 0.023706
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.151
ELB improved by 0.0220546
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.13
ELB improved by 0.0206177
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.111
ELB improved by 0.0193488
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.093
ELB improved by 0.0182143
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.075
ELB improved by 0.0171893
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.059
ELB improved by 0.0162551
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.044
ELB improved by 0.0153969
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.029
ELB improved by 0.0146034
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.015
ELB improved by 0.0138654
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.002
ELB improved by 0.0131756
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.99
ELB improved by 0.012528
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.978
ELB improved by 0.0119177
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.966
ELB improved by 0.0113407
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.956
ELB improved by 0.0107938
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.945
ELB improved by 0.0102743
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.935
ELB improved by 0.00977998
ELB converged
== testthat results ===========================================================
OK: 24 SKIPPED: 0 FAILED: 0
>
> proc.time()
user system elapsed
2.00 0.25 2.21
|
graper.Rcheck/tests_x64/testthat.Rout
R Under development (unstable) (2019-03-09 r76216) -- "Unsuffered Consequences"
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=-890.928
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-607.658
ELB improved by 283.27
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-545.96
ELB improved by 61.6985
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-497.784
ELB improved by 48.1764
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-474.578
ELB improved by 23.2058
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-463.985
ELB improved by 10.5931
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.385
ELB improved by 6.60016
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.002
ELB improved by 5.383
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.863
ELB improved by 5.13832
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.727
ELB improved by 5.1364
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.693
ELB improved by 5.03376
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.08
ELB improved by 4.61305
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.275
ELB improved by 3.80491
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.464
ELB improved by 2.81088
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.486
ELB improved by 1.9779
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.054
ELB improved by 1.43212
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.968
ELB improved by 1.08605
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.125
ELB improved by 0.842737
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.456
ELB improved by 0.669041
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.906
ELB improved by 0.550273
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.435
ELB improved by 0.470795
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.015
ELB improved by 0.420072
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.622
ELB improved by 0.393693
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.231
ELB improved by 0.390975
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.819
ELB improved by 0.411142
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.373
ELB improved by 0.445941
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.899
ELB improved by 0.474616
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.42
ELB improved by 0.478754
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.959
ELB improved by 0.461455
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.523
ELB improved by 0.435693
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.115
ELB improved by 0.407968
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.736
ELB improved by 0.379447
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.385
ELB improved by 0.350647
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.062
ELB improved by 0.322704
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.765
ELB improved by 0.296944
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.491
ELB improved by 0.274374
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.235
ELB improved by 0.255509
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.995
ELB improved by 0.240443
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.766
ELB improved by 0.229011
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.545
ELB improved by 0.220936
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.329
ELB improved by 0.215926
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.115
ELB improved by 0.213714
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.901
ELB improved by 0.214081
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.684
ELB improved by 0.216842
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.463
ELB improved by 0.221829
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.234
ELB improved by 0.228876
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.996
ELB improved by 0.237828
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.747
ELB improved by 0.248607
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.486
ELB improved by 0.261314
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.21
ELB improved by 0.276214
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.917
ELB improved by 0.293108
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.607
ELB improved by 0.309491
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.289
ELB improved by 0.31863
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.976
ELB improved by 0.312176
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.688
ELB improved by 0.288031
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.436
ELB improved by 0.252371
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.223
ELB improved by 0.212859
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.049
ELB improved by 0.174299
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.91
ELB improved by 0.139252
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.8
ELB improved by 0.109145
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.716
ELB improved by 0.0845152
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.651
ELB improved by 0.0651245
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.601
ELB improved by 0.050252
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.561
ELB improved by 0.0390208
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.531
ELB improved by 0.0306054
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.507
ELB improved by 0.0243164
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.487
ELB improved by 0.0196123
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.471
ELB improved by 0.016081
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.457
ELB improved by 0.013415
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.446
ELB improved by 0.0113868
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.436
ELB improved by 0.00982966
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-852.347
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-543.982
ELB improved by 308.365
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-485.222
ELB improved by 58.7594
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.677
ELB improved by 30.5453
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.302
ELB improved by 12.3753
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.599
ELB improved by 5.70245
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.514
ELB improved by 4.08553
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.894
ELB improved by 3.62006
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.416
ELB improved by 3.47756
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.998
ELB improved by 3.41845
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.665
ELB improved by 3.33281
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.509
ELB improved by 3.15567
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.649
ELB improved by 2.86035
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.177
ELB improved by 2.47137
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.137
ELB improved by 2.04055
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.523
ELB improved by 1.61429
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.289
ELB improved by 1.23366
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.36
ELB improved by 0.928483
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.656
ELB improved by 0.704783
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.109
ELB improved by 0.547094
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.677
ELB improved by 0.43186
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.334
ELB improved by 0.342964
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.059
ELB improved by 0.274719
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.835
ELB improved by 0.224435
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.646
ELB improved by 0.188233
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.484
ELB improved by 0.161941
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.342
ELB improved by 0.142323
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.215
ELB improved by 0.127221
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.1
ELB improved by 0.115255
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.994
ELB improved by 0.105542
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.897
ELB improved by 0.0975023
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.806
ELB improved by 0.0907466
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.721
ELB improved by 0.0850048
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.641
ELB improved by 0.0800829
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.565
ELB improved by 0.0758363
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.493
ELB improved by 0.0721539
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.424
ELB improved by 0.0689475
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.358
ELB improved by 0.0661458
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.294
ELB improved by 0.0636897
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.232
ELB improved by 0.0615299
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.173
ELB improved by 0.0596245
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.115
ELB improved by 0.0579381
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.058
ELB improved by 0.0564409
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.003
ELB improved by 0.0551076
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.949
ELB improved by 0.0539169
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.897
ELB improved by 0.0528517
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.845
ELB improved by 0.0518982
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.794
ELB improved by 0.0510458
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.743
ELB improved by 0.0502874
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.694
ELB improved by 0.0496185
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.645
ELB improved by 0.0490376
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.596
ELB improved by 0.0485462
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.548
ELB improved by 0.0481483
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.5
ELB improved by 0.0478506
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.452
ELB improved by 0.0476625
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.405
ELB improved by 0.0475964
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.357
ELB improved by 0.0476674
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.309
ELB improved by 0.0478939
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.261
ELB improved by 0.0482978
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.212
ELB improved by 0.0489056
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.162
ELB improved by 0.0497489
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.111
ELB improved by 0.0508662
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.059
ELB improved by 0.0523052
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.005
ELB improved by 0.0541261
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.949
ELB improved by 0.0564075
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.889
ELB improved by 0.0592552
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.827
ELB improved by 0.0628174
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.759
ELB improved by 0.0673094
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.686
ELB improved by 0.0730569
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.606
ELB improved by 0.0805676
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.515
ELB improved by 0.0906499
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.41
ELB improved by 0.104581
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.286
ELB improved by 0.124252
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.134
ELB improved by 0.151912
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.946
ELB improved by 0.188555
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.715
ELB improved by 0.230409
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.447
ELB improved by 0.267844
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.154
ELB improved by 0.29351
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.844
ELB improved by 0.3097
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.522
ELB improved by 0.322316
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.188
ELB improved by 0.334297
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.841
ELB improved by 0.346089
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.484
ELB improved by 0.357227
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.118
ELB improved by 0.366547
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.746
ELB improved by 0.371888
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.376
ELB improved by 0.370269
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.017
ELB improved by 0.35885
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.68
ELB improved by 0.336582
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.374
ELB improved by 0.305827
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.102
ELB improved by 0.272492
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.857
ELB improved by 0.244638
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.625
ELB improved by 0.23212
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.374
ELB improved by 0.250545
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.043
ELB improved by 0.331043
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.535
ELB improved by 0.508528
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.852
ELB improved by 0.682783
iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.199
ELB improved by 0.653333
iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.689
ELB improved by 0.510178
iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.334
ELB improved by 0.35452
iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.116
ELB improved by 0.218144
iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.989
ELB improved by 0.127359
iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.913
ELB improved by 0.0754045
iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.867
ELB improved by 0.0463256
iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.837
ELB improved by 0.0298704
iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.817
ELB improved by 0.0203448
iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.802
ELB improved by 0.0146528
iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.791
ELB improved by 0.0111288
iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.782
ELB improved by 0.00886523
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-899.653
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-581.933
ELB improved by 317.719
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-521.921
ELB improved by 60.0127
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-487.047
ELB improved by 34.8732
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-472.216
ELB improved by 14.8315
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-465.996
ELB improved by 6.21955
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.847
ELB improved by 4.14926
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.254
ELB improved by 3.59279
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.859
ELB improved by 3.39548
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.523
ELB improved by 3.3362
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.217
ELB improved by 3.30567
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.988
ELB improved by 3.22878
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.952
ELB improved by 3.036
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.267
ELB improved by 2.68484
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.059
ELB improved by 2.20785
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.356
ELB improved by 1.70292
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.096
ELB improved by 1.26088
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.175
ELB improved by 0.920456
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.497
ELB improved by 0.678385
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.983
ELB improved by 0.513274
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.582
ELB improved by 0.401557
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.257
ELB improved by 0.324575
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.988
ELB improved by 0.26974
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.758
ELB improved by 0.229213
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.56
ELB improved by 0.198253
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.386
ELB improved by 0.173972
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.232
ELB improved by 0.154561
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.093
ELB improved by 0.138831
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.967
ELB improved by 0.125973
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.851
ELB improved by 0.115407
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.745
ELB improved by 0.106709
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.645
ELB improved by 0.0995549
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.551
ELB improved by 0.0936998
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.462
ELB improved by 0.0889511
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.377
ELB improved by 0.0851581
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.295
ELB improved by 0.0822022
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.215
ELB improved by 0.0799894
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.137
ELB improved by 0.0784462
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.059
ELB improved by 0.0775148
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.982
ELB improved by 0.077151
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.905
ELB improved by 0.0773216
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.827
ELB improved by 0.0780031
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.748
ELB improved by 0.0791804
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.667
ELB improved by 0.0808462
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.584
ELB improved by 0.0830002
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.498
ELB improved by 0.0856493
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.409
ELB improved by 0.088807
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.317
ELB improved by 0.0924939
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.22
ELB improved by 0.0967371
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.118
ELB improved by 0.10157
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.011
ELB improved by 0.107032
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.898
ELB improved by 0.113166
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.778
ELB improved by 0.120016
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.651
ELB improved by 0.127624
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.515
ELB improved by 0.136026
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.369
ELB improved by 0.145242
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.214
ELB improved by 0.15527
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.048
ELB improved by 0.166083
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.87
ELB improved by 0.177619
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.681
ELB improved by 0.189774
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.478
ELB improved by 0.202404
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.263
ELB improved by 0.215301
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.035
ELB improved by 0.228165
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.794
ELB improved by 0.24052
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.543
ELB improved by 0.251582
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.282
ELB improved by 0.26011
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.018
ELB improved by 0.264399
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.755
ELB improved by 0.262633
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.502
ELB improved by 0.253649
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.264
ELB improved by 0.237671
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.048
ELB improved by 0.216395
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.855
ELB improved by 0.192312
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.688
ELB improved by 0.167802
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.543
ELB improved by 0.144567
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.42
ELB improved by 0.123536
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.314
ELB improved by 0.10504
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.225
ELB improved by 0.0890556
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.15
ELB improved by 0.0753919
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.086
ELB improved by 0.0637956
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.032
ELB improved by 0.0540048
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.986
ELB improved by 0.0457707
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.948
ELB improved by 0.0388661
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.915
ELB improved by 0.0330888
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.886
ELB improved by 0.0282616
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.862
ELB improved by 0.0242312
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.841
ELB improved by 0.0208667
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.823
ELB improved by 0.0180567
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.807
ELB improved by 0.0157075
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.794
ELB improved by 0.0137403
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.782
ELB improved by 0.0120895
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.771
ELB improved by 0.0107007
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.761
ELB improved by 0.00952852
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-850.13
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-581.074
ELB improved by 269.056
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-525.102
ELB improved by 55.9726
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-483.479
ELB improved by 41.623
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-463.487
ELB improved by 19.9919
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.946
ELB improved by 8.5407
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.559
ELB improved by 4.38701
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.102
ELB improved by 3.45741
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.474
ELB improved by 3.62779
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.109
ELB improved by 4.36496
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.606
ELB improved by 5.50322
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.949
ELB improved by 6.6563
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.899
ELB improved by 7.0501
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.776
ELB improved by 6.12354
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.375
ELB improved by 4.4003
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.408
ELB improved by 2.96738
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.164
ELB improved by 2.24385
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.205
ELB improved by 1.95941
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.559
ELB improved by 1.64578
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.216
ELB improved by 1.34324
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.044
ELB improved by 1.17195
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.954
ELB improved by 1.09007
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.9
ELB improved by 1.054
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.851
ELB improved by 1.04851
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.771
ELB improved by 1.08058
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.591
ELB improved by 1.17927
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.213
ELB improved by 1.37834
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.631
ELB improved by 1.5816
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.031
ELB improved by 1.60005
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.55
ELB improved by 1.48137
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.269
ELB improved by 1.28115
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.215
ELB improved by 1.05396
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.366
ELB improved by 0.848809
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.693
ELB improved by 0.673501
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.162
ELB improved by 0.530539
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.741
ELB improved by 0.420998
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.4
ELB improved by 0.340848
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.117
ELB improved by 0.283268
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.875
ELB improved by 0.241689
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.664
ELB improved by 0.210989
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.477
ELB improved by 0.187389
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.309
ELB improved by 0.16803
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.158
ELB improved by 0.150763
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.024
ELB improved by 0.134219
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.906
ELB improved by 0.117973
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.803
ELB improved by 0.102406
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.715
ELB improved by 0.0880946
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.64
ELB improved by 0.0752484
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.576
ELB improved by 0.063697
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.523
ELB improved by 0.0532388
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.479
ELB improved by 0.0438775
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.444
ELB improved by 0.0357656
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.415
ELB improved by 0.0290135
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.391
ELB improved by 0.0235816
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.372
ELB improved by 0.0193048
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.356
ELB improved by 0.0159699
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.342
ELB improved by 0.0133728
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.331
ELB improved by 0.0113434
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.321
ELB improved by 0.00974799
ELB converged
== testthat results ===========================================================
OK: 24 SKIPPED: 0 FAILED: 0
>
> proc.time()
user system elapsed
2.54 0.25 2.78
|
|
graper.Rcheck/examples_i386/graper-Ex.timings
|
graper.Rcheck/examples_x64/graper-Ex.timings
|