Britta Velten
| Snapshot Date: 2026-01-12 13:45 -0500 (Mon, 12 Jan 2026) |
| git_url: https://git.bioconductor.org/packages/graper |
| git_branch: RELEASE_3_22 |
| git_last_commit: 76fc31b |
| git_last_commit_date: 2025-10-29 10:49:21 -0500 (Wed, 29 Oct 2025) |
| Back to Multiple platform build/check report for BioC 3.22: simplified long |
|
This page was generated on 2026-01-15 11:58 -0500 (Thu, 15 Jan 2026).
| Hostname | OS | Arch (*) | R version | Installed pkgs |
|---|---|---|---|---|
| nebbiolo2 | Linux (Ubuntu 24.04.3 LTS) | x86_64 | 4.5.2 (2025-10-31) -- "[Not] Part in a Rumble" | 4886 |
| taishan | Linux (openEuler 24.03 LTS) | aarch64 | 4.5.0 (2025-04-11) -- "How About a Twenty-Six" | 4672 |
| 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 | ||||
| Package 922/2361 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
| graper 1.26.0 (landing page) Britta Velten
| nebbiolo2 | Linux (Ubuntu 24.04.3 LTS) / x86_64 | OK | OK | OK | | ||||||||
| taishan | Linux (openEuler 24.03 LTS) / aarch64 | OK | OK | OK | ||||||||||
|
To the developers/maintainers of the graper package: - 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 Troubleshooting Build Report for more information. - Use the following Renviron settings to reproduce errors and warnings. - If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information. |
| Package: graper |
| Version: 1.26.0 |
| Command: /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.22-bioc/R/site-library --timings graper_1.26.0.tar.gz |
| StartedAt: 2026-01-13 00:40:53 -0500 (Tue, 13 Jan 2026) |
| EndedAt: 2026-01-13 00:42:25 -0500 (Tue, 13 Jan 2026) |
| EllapsedTime: 92.1 seconds |
| RetCode: 0 |
| Status: OK |
| CheckDir: graper.Rcheck |
| Warnings: 0 |
##############################################################################
##############################################################################
###
### Running command:
###
### /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.22-bioc/R/site-library --timings graper_1.26.0.tar.gz
###
##############################################################################
##############################################################################
* using log directory ‘/home/biocbuild/bbs-3.22-bioc/meat/graper.Rcheck’
* using R version 4.5.2 (2025-10-31)
* using platform: x86_64-pc-linux-gnu
* R was compiled by
gcc (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0
GNU Fortran (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0
* running under: Ubuntu 24.04.3 LTS
* using session charset: UTF-8
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.26.0’
* 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 13.3.0-6ubuntu2~24.04) 13.3.0’
* checking installed package size ... INFO
installed size is 6.1Mb
sub-directories of 1Mb or more:
libs 6.0Mb
* 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 code 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 ... 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 ... NOTE
checkRd: (-1) predict.graper.Rd:19-21: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:23-24: Lost braces in \itemize; meant \describe ?
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... NOTE
Note: information on .o files is not available
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
Running ‘testthat.R’
OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking re-building of vignette outputs ... OK
* checking PDF version of manual ... OK
* DONE
Status: 2 NOTEs
See
‘/home/biocbuild/bbs-3.22-bioc/meat/graper.Rcheck/00check.log’
for details.
graper.Rcheck/00install.out
############################################################################## ############################################################################## ### ### Running command: ### ### /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD INSTALL graper ### ############################################################################## ############################################################################## * installing to library ‘/home/biocbuild/bbs-3.22-bioc/R/site-library’ * installing *source* package ‘graper’ ... ** this is package ‘graper’ version ‘1.26.0’ ** using staged installation ** libs using C++ compiler: ‘g++ (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0’ g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.22-bioc/R/include" -DNDEBUG -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/BH/include' -I/usr/local/include -fpic -g -O2 -Wall -Werror=format-security -c RcppExports.cpp -o RcppExports.o g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.22-bioc/R/include" -DNDEBUG -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/BH/include' -I/usr/local/include -fpic -g -O2 -Wall -Werror=format-security -c fit_graper.cpp -o fit_graper.o g++ -std=gnu++17 -shared -L/home/biocbuild/bbs-3.22-bioc/R/lib -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -llapack -L/home/biocbuild/bbs-3.22-bioc/R/lib -lRblas -lgfortran -lm -lquadmath -L/home/biocbuild/bbs-3.22-bioc/R/lib -lR installing to /home/biocbuild/bbs-3.22-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 version 4.5.2 (2025-10-31) -- "[Not] Part in a Rumble"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu
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=-884.766
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-607.581
ELB improved by 277.185
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-547.018
ELB improved by 60.5623
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-503.288
ELB improved by 43.7304
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-479.51
ELB improved by 23.7778
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-467.126
ELB improved by 12.3847
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.381
ELB improved by 6.74483
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.574
ELB improved by 4.80639
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.196
ELB improved by 4.37847
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.055
ELB improved by 4.14116
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.401
ELB improved by 3.65417
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.524
ELB improved by 2.8768
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.498
ELB improved by 2.02622
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.174
ELB improved by 1.32363
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.328
ELB improved by 0.845535
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.773
ELB improved by 0.555436
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.386
ELB improved by 0.386814
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.099
ELB improved by 0.287138
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.874
ELB improved by 0.224981
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.69
ELB improved by 0.183686
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.536
ELB improved by 0.154607
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.403
ELB improved by 0.133079
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.286
ELB improved by 0.11645
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.183
ELB improved by 0.103145
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.091
ELB improved by 0.0921978
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.008
ELB improved by 0.0829913
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.933
ELB improved by 0.0751199
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.864
ELB improved by 0.0683045
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.802
ELB improved by 0.0623456
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.745
ELB improved by 0.0570949
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.693
ELB improved by 0.052439
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.644
ELB improved by 0.0482886
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.6
ELB improved by 0.0445718
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.558
ELB improved by 0.0412301
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.52
ELB improved by 0.038215
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.485
ELB improved by 0.0354858
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.452
ELB improved by 0.0330084
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.421
ELB improved by 0.0307534
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.392
ELB improved by 0.0286961
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.365
ELB improved by 0.0268148
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.34
ELB improved by 0.025091
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.317
ELB improved by 0.0235084
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.295
ELB improved by 0.0220529
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.274
ELB improved by 0.0207121
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.255
ELB improved by 0.019475
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.236
ELB improved by 0.0183319
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.219
ELB improved by 0.0172743
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.203
ELB improved by 0.0162945
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.187
ELB improved by 0.0153857
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.173
ELB improved by 0.0145417
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.159
ELB improved by 0.0137571
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.146
ELB improved by 0.013027
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.134
ELB improved by 0.0123467
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.122
ELB improved by 0.0117125
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.111
ELB improved by 0.0111204
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.1
ELB improved by 0.0105673
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.09
ELB improved by 0.0100501
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.081
ELB improved by 0.0095661
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-851.755
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-578.469
ELB improved by 273.286
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-518.555
ELB improved by 59.9141
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-478.189
ELB improved by 40.3664
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.467
ELB improved by 17.722
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.625
ELB improved by 7.84184
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.114
ELB improved by 5.51098
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.667
ELB improved by 5.44678
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.845
ELB improved by 5.8219
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.099
ELB improved by 5.74636
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.266
ELB improved by 4.83251
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.819
ELB improved by 3.44756
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.57
ELB improved by 2.24902
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.074
ELB improved by 1.49583
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.986
ELB improved by 1.08786
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.107
ELB improved by 0.879136
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.323
ELB improved by 0.784092
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.563
ELB improved by 0.75973
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.791
ELB improved by 0.772199
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.007
ELB improved by 0.783499
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.233
ELB improved by 0.774468
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.476
ELB improved by 0.756998
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.729
ELB improved by 0.746966
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.98
ELB improved by 0.748981
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.219
ELB improved by 0.760798
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.441
ELB improved by 0.77761
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.648
ELB improved by 0.793016
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.849
ELB improved by 0.799501
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.059
ELB improved by 0.789742
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.301
ELB improved by 0.758634
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.595
ELB improved by 0.705247
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.961
ELB improved by 0.633781
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.409
ELB improved by 0.552665
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.937
ELB improved by 0.471667
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.539
ELB improved by 0.398246
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.204
ELB improved by 0.335123
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.923
ELB improved by 0.280562
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.692
ELB improved by 0.231544
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.504
ELB improved by 0.187404
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.354
ELB improved by 0.149863
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.234
ELB improved by 0.12015
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.137
ELB improved by 0.0976498
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.056
ELB improved by 0.0807588
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.988
ELB improved by 0.0679192
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.93
ELB improved by 0.0579895
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.88
ELB improved by 0.0502091
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.836
ELB improved by 0.0440787
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.796
ELB improved by 0.0392671
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.761
ELB improved by 0.0355574
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.728
ELB improved by 0.0328211
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.697
ELB improved by 0.0310089
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.667
ELB improved by 0.0301532
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.636
ELB improved by 0.0303816
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.605
ELB improved by 0.0319366
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.569
ELB improved by 0.0352029
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.529
ELB improved by 0.0407534
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.479
ELB improved by 0.0495027
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.416
ELB improved by 0.0632573
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.33
ELB improved by 0.0862608
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.202
ELB improved by 0.127986
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400
ELB improved by 0.201925
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.705
ELB improved by 0.29446
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.389
ELB improved by 0.315699
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.165
ELB improved by 0.224905
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.041
ELB improved by 0.123858
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.973
ELB improved by 0.0672621
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.932
ELB improved by 0.0416171
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.902
ELB improved by 0.0299151
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.878
ELB improved by 0.0239475
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.858
ELB improved by 0.0204062
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.84
ELB improved by 0.0179907
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.823
ELB improved by 0.0161716
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.809
ELB improved by 0.0147154
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.795
ELB improved by 0.0135064
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.783
ELB improved by 0.0124795
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.771
ELB improved by 0.0115938
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.76
ELB improved by 0.0108216
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.75
ELB improved by 0.0101434
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.741
ELB improved by 0.00954452
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-877.333
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-555.687
ELB improved by 321.645
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-498.615
ELB improved by 57.0727
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-466.901
ELB improved by 31.7136
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.408
ELB improved by 11.493
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.292
ELB improved by 5.11607
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.642
ELB improved by 3.65015
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.357
ELB improved by 3.28523
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.938
ELB improved by 3.41855
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.094
ELB improved by 3.84385
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.632
ELB improved by 4.46227
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.532
ELB improved by 5.09984
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.142
ELB improved by 5.39052
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.301
ELB improved by 4.84083
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.789
ELB improved by 3.51136
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.56
ELB improved by 2.22976
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.101
ELB improved by 1.45914
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.024
ELB improved by 1.07606
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.148
ELB improved by 0.876754
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.394
ELB improved by 0.753273
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.733
ELB improved by 0.661477
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.148
ELB improved by 0.58461
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.631
ELB improved by 0.5169
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.175
ELB improved by 0.456743
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.771
ELB improved by 0.403778
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.413
ELB improved by 0.357741
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.095
ELB improved by 0.31816
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.811
ELB improved by 0.284376
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.555
ELB improved by 0.255657
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.324
ELB improved by 0.231285
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.113
ELB improved by 0.210616
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.92
ELB improved by 0.193094
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.742
ELB improved by 0.178257
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.576
ELB improved by 0.165733
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.421
ELB improved by 0.155237
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.274
ELB improved by 0.146575
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.135
ELB improved by 0.13966
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401
ELB improved by 0.134566
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.868
ELB improved by 0.13164
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.737
ELB improved by 0.131776
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.599
ELB improved by 0.137055
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.447
ELB improved by 0.152144
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.261
ELB improved by 0.186155
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.014
ELB improved by 0.247531
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.702
ELB improved by 0.311175
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.388
ELB improved by 0.313992
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.122
ELB improved by 0.266436
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.897
ELB improved by 0.224669
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.693
ELB improved by 0.203916
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.491
ELB improved by 0.202467
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.267
ELB improved by 0.224095
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.989
ELB improved by 0.277726
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.641
ELB improved by 0.347893
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.276
ELB improved by 0.365521
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.958
ELB improved by 0.317876
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.695
ELB improved by 0.262868
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.488
ELB improved by 0.206862
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.341
ELB improved by 0.147071
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.241
ELB improved by 0.0996064
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.171
ELB improved by 0.0703412
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.117
ELB improved by 0.0544969
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.07
ELB improved by 0.0468247
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.026
ELB improved by 0.0441907
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.981
ELB improved by 0.0450175
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.932
ELB improved by 0.0485061
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.878
ELB improved by 0.0540375
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.817
ELB improved by 0.0606987
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.75
ELB improved by 0.0670199
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.679
ELB improved by 0.0712079
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.607
ELB improved by 0.0719788
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.538
ELB improved by 0.069405
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.473
ELB improved by 0.0649247
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.412
ELB improved by 0.0605524
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.354
ELB improved by 0.0582238
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.294
ELB improved by 0.0599673
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.225
ELB improved by 0.0690447
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.133
ELB improved by 0.0922161
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.991
ELB improved by 0.141797
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.767
ELB improved by 0.223664
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.477
ELB improved by 0.289993
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.21
ELB improved by 0.267588
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.018
ELB improved by 0.191641
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.89
ELB improved by 0.128306
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.799
ELB improved by 0.0904928
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.728
ELB improved by 0.0709873
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.664
ELB improved by 0.0639012
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.596
ELB improved by 0.0681865
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.506
ELB improved by 0.0901736
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.351
ELB improved by 0.154621
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.013
ELB improved by 0.338839
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.287
ELB improved by 0.726109
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.416
ELB improved by 0.87056
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.903
ELB improved by 0.513122
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.683
ELB improved by 0.219804
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.593
ELB improved by 0.090451
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.553
ELB improved by 0.0394946
iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.534
ELB improved by 0.0192082
iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.523
ELB improved by 0.0107409
iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.516
ELB improved by 0.00699608
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-875.311
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-590.768
ELB improved by 284.542
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-528.151
ELB improved by 62.617
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-484.466
ELB improved by 43.6855
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.135
ELB improved by 20.3312
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.383
ELB improved by 8.7514
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.028
ELB improved by 5.35562
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.321
ELB improved by 4.70671
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.673
ELB improved by 4.64824
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.003
ELB improved by 4.66925
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.462
ELB improved by 4.54082
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.306
ELB improved by 4.15645
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.704
ELB improved by 3.6016
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.648
ELB improved by 3.05687
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.068
ELB improved by 2.57921
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.978
ELB improved by 2.09023
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.398
ELB improved by 1.58039
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.25
ELB improved by 1.14764
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.403
ELB improved by 0.846765
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.747
ELB improved by 0.655901
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.211
ELB improved by 0.536494
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.752
ELB improved by 0.459304
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.348
ELB improved by 0.403702
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.994
ELB improved by 0.354198
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.691
ELB improved by 0.303222
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.437
ELB improved by 0.253742
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.225
ELB improved by 0.212089
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.044
ELB improved by 0.180388
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.887
ELB improved by 0.157027
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.748
ELB improved by 0.139623
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.621
ELB improved by 0.126325
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.505
ELB improved by 0.115916
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.398
ELB improved by 0.107618
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.297
ELB improved by 0.100921
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.201
ELB improved by 0.0954771
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.11
ELB improved by 0.0910425
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.023
ELB improved by 0.0874417
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.938
ELB improved by 0.084548
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.856
ELB improved by 0.0822713
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.776
ELB improved by 0.0805504
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.696
ELB improved by 0.0793475
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.618
ELB improved by 0.078644
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.539
ELB improved by 0.0784363
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.46
ELB improved by 0.0787314
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.381
ELB improved by 0.0795409
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.3
ELB improved by 0.080874
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.217
ELB improved by 0.0827293
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.132
ELB improved by 0.0850882
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.044
ELB improved by 0.087913
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.953
ELB improved by 0.0911523
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.858
ELB improved by 0.0947571
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.76
ELB improved by 0.0987
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.657
ELB improved by 0.102991
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.549
ELB improved by 0.10768
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.436
ELB improved by 0.112845
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.318
ELB improved by 0.118565
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.193
ELB improved by 0.124904
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.061
ELB improved by 0.131883
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.921
ELB improved by 0.139475
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.774
ELB improved by 0.147602
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.618
ELB improved by 0.156168
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.452
ELB improved by 0.165107
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.278
ELB improved by 0.174466
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.093
ELB improved by 0.184495
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.898
ELB improved by 0.19571
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.689
ELB improved by 0.208899
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.464
ELB improved by 0.224841
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.221
ELB improved by 0.243361
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.959
ELB improved by 0.261572
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.686
ELB improved by 0.273079
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.414
ELB improved by 0.271486
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.158
ELB improved by 0.256056
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.927
ELB improved by 0.231658
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.723
ELB improved by 0.203888
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.547
ELB improved by 0.176334
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.396
ELB improved by 0.150764
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.268
ELB improved by 0.127915
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.16
ELB improved by 0.107988
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.069
ELB improved by 0.0909001
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.993
ELB improved by 0.0764175
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.928
ELB improved by 0.0642416
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.874
ELB improved by 0.0540578
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.829
ELB improved by 0.0455659
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.79
ELB improved by 0.0384949
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.758
ELB improved by 0.0326086
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.73
ELB improved by 0.0277058
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.706
ELB improved by 0.0236176
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.686
ELB improved by 0.0202034
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.669
ELB improved by 0.017347
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.654
ELB improved by 0.0149526
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.641
ELB improved by 0.0129413
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.63
ELB improved by 0.0112481
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.62
ELB improved by 0.00981968
ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
>
> proc.time()
user system elapsed
2.306 0.182 2.478
graper.Rcheck/graper-Ex.timings
| name | user | system | elapsed | |
| coef.graper | 0.050 | 0.004 | 0.055 | |
| getPIPs | 0.050 | 0.001 | 0.051 | |
| graper | 0.080 | 0.003 | 0.084 | |
| makeExampleData | 0.009 | 0.001 | 0.011 | |
| makeExampleDataWithUnequalGroups | 0.012 | 0.001 | 0.013 | |
| plotELBO | 0.317 | 0.016 | 0.333 | |
| plotGroupPenalties | 1.131 | 0.051 | 1.182 | |
| plotPosterior | 0.731 | 0.004 | 0.735 | |
| predict.graper | 2.066 | 0.022 | 2.087 | |
| print.graper | 0.044 | 0.013 | 0.056 | |