| Back to Build/check report for BioC 3.17 |
|
This page was generated on 2023-01-29 16:33:51 -0000 (Sun, 29 Jan 2023).
| Hostname | OS | Arch (*) | R version | Installed pkgs |
|---|---|---|---|---|
| kunpeng1 | Linux (Ubuntu 22.04.1 LTS) | aarch64 | R Under development (unstable) (2023-01-14 r83615) -- "Unsuffered Consequences" | 4021 |
| Click on any hostname to see more info about the system (e.g. compilers) (*) as reported by 'uname -p', except on Windows and Mac OS X | ||||
|
To the developers/maintainers of the graper package: - Please allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/graper.git to reflect on this report. See How and When does the builder pull? When will my changes propagate? for more information. - Make sure to use the following settings in order to reproduce any error or warning you see on this page. |
| Package 841/2162 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
| graper 1.15.0 (landing page) Britta Velten
| kunpeng1 | Linux (Ubuntu 22.04.1 LTS) / aarch64 | OK | OK | WARNINGS | |||||||||
| Package: graper |
| Version: 1.15.0 |
| Command: /home/biocbuild/bbs-3.17-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.17-bioc/R/library --timings graper_1.15.0.tar.gz |
| StartedAt: 2023-01-29 00:21:46 -0000 (Sun, 29 Jan 2023) |
| EndedAt: 2023-01-29 00:23:37 -0000 (Sun, 29 Jan 2023) |
| EllapsedTime: 111.1 seconds |
| RetCode: 0 |
| Status: WARNINGS |
| CheckDir: graper.Rcheck |
| Warnings: 1 |
##############################################################################
##############################################################################
###
### Running command:
###
### /home/biocbuild/bbs-3.17-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.17-bioc/R/library --timings graper_1.15.0.tar.gz
###
##############################################################################
##############################################################################
* using log directory ‘/home/biocbuild/bbs-3.17-bioc/meat/graper.Rcheck’
* using R Under development (unstable) (2023-01-14 r83615)
* using platform: aarch64-unknown-linux-gnu (64-bit)
* R was compiled by
gcc (Ubuntu 11.3.0-1ubuntu1~22.04) 11.3.0
GNU Fortran (Ubuntu 11.3.0-1ubuntu1~22.04) 11.3.0
* running under: Ubuntu 22.04.1 LTS
* using session charset: UTF-8
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.15.0’
* 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 for sufficient/correct file permissions ... OK
* checking whether package ‘graper’ can be installed ... OK
* used C++ compiler: ‘g++ (Ubuntu 11.3.0-1ubuntu1~22.04) 11.3.0’
* 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
* 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 loading without being on the library search path ... WARNING
Error in library(graper, lib.loc = "/home/biocbuild/bbs-3.17-bioc/R/library") :
there is no package called ‘graper’
Execution halted
It looks like this package has a loading problem when not on .libPaths:
see the messages for details.
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... OK
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... OK
* checking files in ‘vignettes’ ... OK
* checking examples ... SKIPPED
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
Running ‘testthat.R’
OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes in ‘inst/doc’ ... OK
* checking running R code from vignettes ...
‘example_linear.Rmd’ using ‘UTF-8’... OK
‘example_logistic.Rmd’ using ‘UTF-8’... OK
NONE
* checking re-building of vignette outputs ... OK
* checking PDF version of manual ... OK
* DONE
Status: 1 WARNING
See
‘/home/biocbuild/bbs-3.17-bioc/meat/graper.Rcheck/00check.log’
for details.
graper.Rcheck/00install.out
##############################################################################
##############################################################################
###
### Running command:
###
### /home/biocbuild/bbs-3.17-bioc/R/bin/R CMD INSTALL graper
###
##############################################################################
##############################################################################
* installing to library ‘/home/biocbuild/bbs-3.17-bioc/R/site-library’
* installing *source* package ‘graper’ ...
** using staged installation
** libs
using C++ compiler: ‘g++ (Ubuntu 11.3.0-1ubuntu1~22.04) 11.3.0’
using C++11
g++ -std=gnu++11 -I"/home/biocbuild/bbs-3.17-bioc/R/include" -DNDEBUG -I'/home/biocbuild/bbs-3.17-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.17-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include' -I/usr/local/include -fPIC -g -O2 -Wall -c RcppExports.cpp -o RcppExports.o
g++ -std=gnu++11 -I"/home/biocbuild/bbs-3.17-bioc/R/include" -DNDEBUG -I'/home/biocbuild/bbs-3.17-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.17-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include' -I/usr/local/include -fPIC -g -O2 -Wall -c fit_graper.cpp -o fit_graper.o
In file included from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/mpl/aux_/na_assert.hpp:23,
from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/mpl/arg.hpp:25,
from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/mpl/placeholders.hpp:24,
from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/iterator/iterator_categories.hpp:16,
from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/iterator/iterator_facade.hpp:13,
from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/range/iterator_range_core.hpp:27,
from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/lexical_cast.hpp:30,
from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/math/tools/convert_from_string.hpp:15,
from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/math/constants/constants.hpp:14,
from /home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/math/special_functions/digamma.hpp:20,
from graper_linear_dense_ff.h:2,
from fit_graper.cpp:4:
/home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/mpl/assert.hpp:194:21: warning: unnecessary parentheses in declaration of ‘assert_arg’ [-Wparentheses]
194 | failed ************ (Pred::************
| ^~~~~~~~~~~~~~~~~~~
195 | assert_arg( void (*)(Pred), typename assert_arg_pred<Pred>::type )
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
196 | );
| ~
/home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/mpl/assert.hpp:194:21: note: remove parentheses
194 | failed ************ (Pred::************
| ^~~~~~~~~~~~~~~~~~~
| -
195 | assert_arg( void (*)(Pred), typename assert_arg_pred<Pred>::type )
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
196 | );
| ~
| -
/home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/mpl/assert.hpp:199:21: warning: unnecessary parentheses in declaration of ‘assert_not_arg’ [-Wparentheses]
199 | failed ************ (boost::mpl::not_<Pred>::************
| ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
200 | assert_not_arg( void (*)(Pred), typename assert_arg_pred_not<Pred>::type )
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
201 | );
| ~
/home/biocbuild/bbs-3.17-bioc/R/site-library/BH/include/boost/mpl/assert.hpp:199:21: note: remove parentheses
199 | failed ************ (boost::mpl::not_<Pred>::************
| ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
| -
200 | assert_not_arg( void (*)(Pred), typename assert_arg_pred_not<Pred>::type )
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
201 | );
| ~
| -
g++ -std=gnu++11 -shared -L/home/biocbuild/bbs-3.17-bioc/R/lib -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -llapack -L/home/biocbuild/bbs-3.17-bioc/R/lib -lRblas -lgfortran -lm -L/home/biocbuild/bbs-3.17-bioc/R/lib -lR
installing to /home/biocbuild/bbs-3.17-bioc/R/site-library/00LOCK-graper/00new/graper/libs
** R
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
** checking absolute paths in shared objects and dynamic libraries
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (graper)
graper.Rcheck/tests/testthat.Rout
R Under development (unstable) (2023-01-14 r83615) -- "Unsuffered Consequences"
Copyright (C) 2023 The R Foundation for Statistical Computing
Platform: aarch64-unknown-linux-gnu (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=-835.097
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-574.312
ELB improved by 260.786
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-514.304
ELB improved by 60.0082
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-468.518
ELB improved by 45.7859
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.673
ELB improved by 22.8448
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.2
ELB improved by 9.47321
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.047
ELB improved by 5.15291
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.331
ELB improved by 3.71566
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.102
ELB improved by 3.22881
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.951
ELB improved by 3.1511
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.721
ELB improved by 3.22978
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.407
ELB improved by 3.31423
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.12
ELB improved by 3.28676
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.033
ELB improved by 3.087
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.308
ELB improved by 2.72583
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.066
ELB improved by 2.24172
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.317
ELB improved by 1.74854
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.956
ELB improved by 1.36157
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.847
ELB improved by 1.10915
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.869
ELB improved by 0.977526
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.938
ELB improved by 0.931338
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.008
ELB improved by 0.929599
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.065
ELB improved by 0.942963
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.107
ELB improved by 0.957931
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.133
ELB improved by 0.974693
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.13
ELB improved by 1.00264
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.075
ELB improved by 1.05498
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.93
ELB improved by 1.14518
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.641
ELB improved by 1.28855
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.131
ELB improved by 1.51017
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.287
ELB improved by 1.84442
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.959
ELB improved by 2.32747
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.799
ELB improved by 3.15973
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.156
ELB improved by 3.64377
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.593
ELB improved by 2.56297
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.149
ELB improved by 1.44345
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.334
ELB improved by 0.815641
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.839
ELB improved by 0.4944
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.52
ELB improved by 0.319605
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.303
ELB improved by 0.216763
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.15
ELB improved by 0.153041
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.038
ELB improved by 0.11179
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.954
ELB improved by 0.0840344
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.889
ELB improved by 0.0647534
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.838
ELB improved by 0.0509858
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.797
ELB improved by 0.0409094
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.764
ELB improved by 0.0333694
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.736
ELB improved by 0.027615
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.713
ELB improved by 0.0231455
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.694
ELB improved by 0.0196189
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.677
ELB improved by 0.0167969
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.662
ELB improved by 0.0145096
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.65
ELB improved by 0.0126344
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.639
ELB improved by 0.0110809
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.629
ELB improved by 0.00978192
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-835.963
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-588.743
ELB improved by 247.22
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-528.905
ELB improved by 59.8379
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-483.526
ELB improved by 45.3796
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.454
ELB improved by 24.0716
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.834
ELB improved by 10.6205
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.478
ELB improved by 6.35537
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.062
ELB improved by 5.41665
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.692
ELB improved by 5.37008
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.282
ELB improved by 5.40995
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.295
ELB improved by 4.98695
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.351
ELB improved by 3.94387
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.597
ELB improved by 2.75354
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.72
ELB improved by 1.87764
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.384
ELB improved by 1.33542
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.401
ELB improved by 0.983353
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.654
ELB improved by 0.746597
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.056
ELB improved by 0.597952
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.546
ELB improved by 0.51038
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.086
ELB improved by 0.459585
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.656
ELB improved by 0.429904
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.244
ELB improved by 0.412483
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.842
ELB improved by 0.402312
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.445
ELB improved by 0.396373
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.052
ELB improved by 0.392745
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.662
ELB improved by 0.390208
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.274
ELB improved by 0.388079
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.888
ELB improved by 0.386117
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.504
ELB improved by 0.384433
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.12
ELB improved by 0.383373
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.737
ELB improved by 0.38337
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.352
ELB improved by 0.384794
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.964
ELB improved by 0.3878
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.572
ELB improved by 0.392183
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.175
ELB improved by 0.397241
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.773
ELB improved by 0.40166
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.37
ELB improved by 0.40348
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.969
ELB improved by 0.4003
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.58
ELB improved by 0.389844
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.209
ELB improved by 0.370817
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.865
ELB improved by 0.343645
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.555
ELB improved by 0.310603
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.279
ELB improved by 0.275218
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.038
ELB improved by 0.241357
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.825
ELB improved by 0.21258
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.633
ELB improved by 0.192146
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.45
ELB improved by 0.183669
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.258
ELB improved by 0.191675
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.039
ELB improved by 0.218424
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.79
ELB improved by 0.249545
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.544
ELB improved by 0.245573
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.352
ELB improved by 0.192583
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.222
ELB improved by 0.129237
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.139
ELB improved by 0.0837645
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.082
ELB improved by 0.0562414
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.043
ELB improved by 0.0397908
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.013
ELB improved by 0.0295274
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.99
ELB improved by 0.0227971
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.972
ELB improved by 0.0181954
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.957
ELB improved by 0.0149429
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.945
ELB improved by 0.0125792
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.934
ELB improved by 0.010818
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.924
ELB improved by 0.00947393
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-898.469
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-589.709
ELB improved by 308.759
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-533.2
ELB improved by 56.5092
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-493.282
ELB improved by 39.9179
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-474.297
ELB improved by 18.9853
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-465.889
ELB improved by 8.40748
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.235
ELB improved by 5.65417
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.918
ELB improved by 5.31721
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.271
ELB improved by 5.64712
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.23
ELB improved by 6.04143
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.365
ELB improved by 5.86413
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.556
ELB improved by 4.80983
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.193
ELB improved by 3.36233
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.024
ELB improved by 2.16941
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.611
ELB improved by 1.41243
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.636
ELB improved by 0.974957
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.916
ELB improved by 0.720524
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.355
ELB improved by 0.561059
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.907
ELB improved by 0.448156
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.546
ELB improved by 0.360989
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.253
ELB improved by 0.292259
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.016
ELB improved by 0.23771
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.821
ELB improved by 0.194388
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.661
ELB improved by 0.160586
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.526
ELB improved by 0.134674
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.411
ELB improved by 0.114777
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.312
ELB improved by 0.0992124
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.225
ELB improved by 0.0867454
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.149
ELB improved by 0.0765469
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.081
ELB improved by 0.0680645
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.02
ELB improved by 0.0609178
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.965
ELB improved by 0.0548341
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.915
ELB improved by 0.049611
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.87
ELB improved by 0.045094
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.829
ELB improved by 0.041163
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.791
ELB improved by 0.0377233
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.757
ELB improved by 0.034699
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.725
ELB improved by 0.0320286
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.695
ELB improved by 0.0296618
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.667
ELB improved by 0.0275574
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.642
ELB improved by 0.0256807
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.618
ELB improved by 0.0240029
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.595
ELB improved by 0.0224997
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.574
ELB improved by 0.0211504
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.554
ELB improved by 0.0199374
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.535
ELB improved by 0.0188454
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.517
ELB improved by 0.0178616
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.5
ELB improved by 0.0169746
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.484
ELB improved by 0.0161747
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.469
ELB improved by 0.0154533
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.454
ELB improved by 0.0148031
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.44
ELB improved by 0.0142175
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.426
ELB improved by 0.0136909
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.413
ELB improved by 0.0132181
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.4
ELB improved by 0.0127949
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.388
ELB improved by 0.0124173
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.376
ELB improved by 0.012082
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.364
ELB improved by 0.0117859
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.352
ELB improved by 0.0115264
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.341
ELB improved by 0.0113012
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.33
ELB improved by 0.0111083
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.319
ELB improved by 0.010946
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.308
ELB improved by 0.0108127
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.297
ELB improved by 0.0107073
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.287
ELB improved by 0.0106287
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.276
ELB improved by 0.010576
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.266
ELB improved by 0.0105487
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.255
ELB improved by 0.0105462
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.245
ELB improved by 0.0105684
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.234
ELB improved by 0.0106152
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.223
ELB improved by 0.0106867
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.213
ELB improved by 0.0107834
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.202
ELB improved by 0.0109058
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.191
ELB improved by 0.0110547
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.179
ELB improved by 0.0112313
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.168
ELB improved by 0.011437
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.156
ELB improved by 0.0116735
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.144
ELB improved by 0.0119429
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.132
ELB improved by 0.012248
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.119
ELB improved by 0.0125918
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.106
ELB improved by 0.0129782
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.093
ELB improved by 0.0134117
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.079
ELB improved by 0.0138979
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.065
ELB improved by 0.0144436
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.05
ELB improved by 0.0150569
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.034
ELB improved by 0.015748
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.017
ELB improved by 0.0165294
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420
ELB improved by 0.0174165
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.982
ELB improved by 0.018429
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.962
ELB improved by 0.0195919
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.941
ELB improved by 0.0209371
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.918
ELB improved by 0.0225065
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.894
ELB improved by 0.0243553
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.868
ELB improved by 0.0265571
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.838
ELB improved by 0.0292112
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.806
ELB improved by 0.0324525
iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.769
ELB improved by 0.0364646
iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.728
ELB improved by 0.0414952
iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.68
ELB improved by 0.0478696
iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.624
ELB improved by 0.0559912
iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.558
ELB improved by 0.0663039
iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.479
ELB improved by 0.079181
iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.384
ELB improved by 0.0947288
iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.271
ELB improved by 0.112595
iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.139
ELB improved by 0.132013
iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.987
ELB improved by 0.152197
iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.814
ELB improved by 0.172731
iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.621
ELB improved by 0.193461
iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.407
ELB improved by 0.214024
iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.173
ELB improved by 0.233578
iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.922
ELB improved by 0.250866
iteration 112
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.658
ELB improved by 0.264443
iteration 113
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.385
ELB improved by 0.272919
iteration 114
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.11
ELB improved by 0.275179
iteration 115
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.839
ELB improved by 0.270583
iteration 116
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.58
ELB improved by 0.259139
iteration 117
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.339
ELB improved by 0.241603
iteration 118
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.119
ELB improved by 0.219419
iteration 119
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.925
ELB improved by 0.194475
iteration 120
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.756
ELB improved by 0.168742
iteration 121
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.612
ELB improved by 0.143937
iteration 122
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.491
ELB improved by 0.121296
iteration 123
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.389
ELB improved by 0.101534
iteration 124
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.304
ELB improved by 0.0849148
iteration 125
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.233
ELB improved by 0.0713943
iteration 126
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.172
ELB improved by 0.0607688
iteration 127
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.119
ELB improved by 0.0528038
iteration 128
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.072
ELB improved by 0.0473444
iteration 129
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.027
ELB improved by 0.0444302
iteration 130
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.983
ELB improved by 0.0444627
iteration 131
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.935
ELB improved by 0.0485069
iteration 132
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.876
ELB improved by 0.0588439
iteration 133
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.796
ELB improved by 0.0797551
iteration 134
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.679
ELB improved by 0.117396
iteration 135
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.504
ELB improved by 0.174071
iteration 136
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.271
ELB improved by 0.232976
iteration 137
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.014
ELB improved by 0.257073
iteration 138
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.785
ELB improved by 0.229184
iteration 139
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.61
ELB improved by 0.175063
iteration 140
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.482
ELB improved by 0.128389
iteration 141
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.382
ELB improved by 0.100138
iteration 142
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.295
ELB improved by 0.0869517
iteration 143
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.211
ELB improved by 0.0840419
iteration 144
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.123
ELB improved by 0.0876459
iteration 145
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.03
ELB improved by 0.0932423
iteration 146
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.935
ELB improved by 0.0944515
iteration 147
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.85
ELB improved by 0.0857385
iteration 148
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.782
ELB improved by 0.0676978
iteration 149
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.735
ELB improved by 0.0471289
iteration 150
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.704
ELB improved by 0.0303942
iteration 151
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.685
ELB improved by 0.0193482
iteration 152
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.672
ELB improved by 0.0128469
iteration 153
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.663
ELB improved by 0.00918621
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-860.371
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-582.511
ELB improved by 277.86
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-518.292
ELB improved by 64.219
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-474.134
ELB improved by 44.158
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.813
ELB improved by 20.3215
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.169
ELB improved by 8.64426
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.68
ELB improved by 5.48913
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.697
ELB improved by 4.98233
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.407
ELB improved by 5.29023
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.462
ELB improved by 5.94522
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.898
ELB improved by 6.56384
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.193
ELB improved by 6.70444
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.266
ELB improved by 5.92706
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.994
ELB improved by 4.27251
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.386
ELB improved by 2.60805
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.874
ELB improved by 1.51185
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.964
ELB improved by 0.910035
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.371
ELB improved by 0.593211
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.949
ELB improved by 0.421984
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.625
ELB improved by 0.323811
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.361
ELB improved by 0.263533
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.137
ELB improved by 0.224049
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.941
ELB improved by 0.196659
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.764
ELB improved by 0.176665
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.603
ELB improved by 0.161385
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.453
ELB improved by 0.149224
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.314
ELB improved by 0.139212
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.183
ELB improved by 0.13076
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.06
ELB improved by 0.123528
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.943
ELB improved by 0.117346
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.83
ELB improved by 0.112182
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.722
ELB improved by 0.108122
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.617
ELB improved by 0.105384
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.513
ELB improved by 0.104341
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.407
ELB improved by 0.105535
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.297
ELB improved by 0.109606
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.181
ELB improved by 0.116884
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.054
ELB improved by 0.126377
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.92
ELB improved by 0.134606
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.783
ELB improved by 0.136697
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.652
ELB improved by 0.130796
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.532
ELB improved by 0.120049
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.423
ELB improved by 0.108742
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.324
ELB improved by 0.0990338
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.233
ELB improved by 0.0912693
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.148
ELB improved by 0.0851541
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.068
ELB improved by 0.0803168
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.991
ELB improved by 0.0764476
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.918
ELB improved by 0.0733049
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.847
ELB improved by 0.0707008
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.779
ELB improved by 0.068488
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.712
ELB improved by 0.0665502
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.647
ELB improved by 0.0647953
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.584
ELB improved by 0.0631501
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.523
ELB improved by 0.0615565
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.463
ELB improved by 0.0599684
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.404
ELB improved by 0.05835
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.348
ELB improved by 0.0566743
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.293
ELB improved by 0.0549218
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.24
ELB improved by 0.0530804
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.188
ELB improved by 0.0511445
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.139
ELB improved by 0.0491144
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.092
ELB improved by 0.046996
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.047
ELB improved by 0.0447998
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.005
ELB improved by 0.0425405
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.965
ELB improved by 0.0402357
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.927
ELB improved by 0.0379053
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.891
ELB improved by 0.0355701
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.858
ELB improved by 0.0332513
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.827
ELB improved by 0.0309693
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.798
ELB improved by 0.0287429
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.772
ELB improved by 0.0265891
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.747
ELB improved by 0.024522
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.725
ELB improved by 0.0225535
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.704
ELB improved by 0.0206921
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.685
ELB improved by 0.0189439
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.668
ELB improved by 0.0173123
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.652
ELB improved by 0.0157982
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.637
ELB improved by 0.0144008
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.624
ELB improved by 0.0131172
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.612
ELB improved by 0.0119433
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.602
ELB improved by 0.0108741
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.592
ELB improved by 0.00990356
ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
>
> proc.time()
user system elapsed
3.112 0.155 3.281