Britta Velten
| Snapshot Date: 2025-11-04 13:40 -0500 (Tue, 04 Nov 2025) |
| git_url: https://git.bioconductor.org/packages/graper |
| git_branch: devel |
| git_last_commit: 95474d7 |
| git_last_commit_date: 2025-10-29 10:49:21 -0500 (Wed, 29 Oct 2025) |
| Back to Build/check report for BioC 3.23: simplified long |
|
This page was generated on 2025-11-05 11:32 -0500 (Wed, 05 Nov 2025).
| Hostname | OS | Arch (*) | R version | Installed pkgs |
|---|---|---|---|---|
| nebbiolo1 | Linux (Ubuntu 24.04.3 LTS) | x86_64 | R Under development (unstable) (2025-10-20 r88955) -- "Unsuffered Consequences" | 4818 |
| 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 911/2323 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
| graper 1.27.0 (landing page) Britta Velten
| nebbiolo1 | Linux (Ubuntu 24.04.3 LTS) / x86_64 | 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: 1.27.0 |
| Command: /home/biocbuild/bbs-3.23-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.23-bioc/R/site-library --timings graper_1.27.0.tar.gz |
| StartedAt: 2025-11-04 23:58:42 -0500 (Tue, 04 Nov 2025) |
| EndedAt: 2025-11-05 00:00:12 -0500 (Wed, 05 Nov 2025) |
| EllapsedTime: 90.1 seconds |
| RetCode: 0 |
| Status: OK |
| CheckDir: graper.Rcheck |
| Warnings: 0 |
##############################################################################
##############################################################################
###
### Running command:
###
### /home/biocbuild/bbs-3.23-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.23-bioc/R/site-library --timings graper_1.27.0.tar.gz
###
##############################################################################
##############################################################################
* using log directory ‘/home/biocbuild/bbs-3.23-bioc/meat/graper.Rcheck’
* using R Under development (unstable) (2025-10-20 r88955)
* 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 ‘1.27.0’
* 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 ... OK
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking 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 ... INFO
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: 1 NOTE
See
‘/home/biocbuild/bbs-3.23-bioc/meat/graper.Rcheck/00check.log’
for details.
graper.Rcheck/00install.out
############################################################################## ############################################################################## ### ### Running command: ### ### /home/biocbuild/bbs-3.23-bioc/R/bin/R CMD INSTALL graper ### ############################################################################## ############################################################################## * installing to library ‘/home/biocbuild/bbs-3.23-bioc/R/site-library’ * installing *source* package ‘graper’ ... ** this is package ‘graper’ version ‘1.27.0’ ** 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-3.23-bioc/R/include" -DNDEBUG -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.23-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-3.23-bioc/R/include" -DNDEBUG -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.23-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.23-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-3.23-bioc/R/lib -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -llapack -L/home/biocbuild/bbs-3.23-bioc/R/lib -lRblas -lgfortran -lm -lquadmath -L/home/biocbuild/bbs-3.23-bioc/R/lib -lR installing to /home/biocbuild/bbs-3.23-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) (2025-10-20 r88955) -- "Unsuffered Consequences"
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=-806.095
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-571.975
ELB improved by 234.121
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-511.395
ELB improved by 60.5795
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.276
ELB improved by 54.1188
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.521
ELB improved by 29.7552
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.745
ELB improved by 11.7764
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.162
ELB improved by 5.58262
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.56
ELB improved by 3.60225
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.761
ELB improved by 2.79919
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.323
ELB improved by 2.43749
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.026
ELB improved by 2.29698
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.746
ELB improved by 2.28072
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.4
ELB improved by 2.34588
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.928
ELB improved by 2.47179
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.295
ELB improved by 2.63272
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.526
ELB improved by 2.7689
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.746
ELB improved by 2.78053
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.171
ELB improved by 2.57443
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.027
ELB improved by 2.14441
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.41
ELB improved by 1.61656
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.254
ELB improved by 1.15614
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.419
ELB improved by 0.834926
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.784
ELB improved by 0.635476
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.269
ELB improved by 0.515397
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.828
ELB improved by 0.440686
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.438
ELB improved by 0.389889
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.087
ELB improved by 0.350981
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.769
ELB improved by 0.318138
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.48
ELB improved by 0.289064
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.217
ELB improved by 0.263098
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.977
ELB improved by 0.240147
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.756
ELB improved by 0.22018
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.553
ELB improved by 0.203056
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.365
ELB improved by 0.188513
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.189
ELB improved by 0.176203
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.023
ELB improved by 0.16574
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.866
ELB improved by 0.156744
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.717
ELB improved by 0.148858
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.575
ELB improved by 0.141765
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.44
ELB improved by 0.13519
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.311
ELB improved by 0.128908
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.189
ELB improved by 0.122737
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.072
ELB improved by 0.116543
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.962
ELB improved by 0.110239
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.858
ELB improved by 0.10378
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.761
ELB improved by 0.0971657
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.67
ELB improved by 0.0904284
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.587
ELB improved by 0.0836308
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.51
ELB improved by 0.076855
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.44
ELB improved by 0.0701924
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.376
ELB improved by 0.0637342
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.318
ELB improved by 0.0575632
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.267
ELB improved by 0.0517474
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.22
ELB improved by 0.0463363
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.179
ELB improved by 0.0413608
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.142
ELB improved by 0.0368332
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.109
ELB improved by 0.0327504
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.08
ELB improved by 0.029097
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.055
ELB improved by 0.0258486
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.032
ELB improved by 0.022975
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.011
ELB improved by 0.0204431
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.993
ELB improved by 0.0182186
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.977
ELB improved by 0.0162681
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.962
ELB improved by 0.0145599
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.949
ELB improved by 0.0130644
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.937
ELB improved by 0.0117551
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.927
ELB improved by 0.0106081
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.917
ELB improved by 0.00960198
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-857.126
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-585.691
ELB improved by 271.435
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-529.6
ELB improved by 56.0902
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-489.421
ELB improved by 40.1793
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-471.464
ELB improved by 17.9572
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.574
ELB improved by 6.89007
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.437
ELB improved by 4.13638
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.811
ELB improved by 3.62664
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.187
ELB improved by 3.6238
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.452
ELB improved by 3.73456
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.645
ELB improved by 3.80719
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.937
ELB improved by 3.70821
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.598
ELB improved by 3.33898
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.897
ELB improved by 2.70122
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.952
ELB improved by 1.94457
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.666
ELB improved by 1.28589
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.837
ELB improved by 0.829084
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.287
ELB improved by 0.550367
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.899
ELB improved by 0.387879
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.607
ELB improved by 0.291683
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.376
ELB improved by 0.231426
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.185
ELB improved by 0.190743
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.024
ELB improved by 0.161234
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.885
ELB improved by 0.138593
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.765
ELB improved by 0.120525
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.659
ELB improved by 0.105724
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.566
ELB improved by 0.093379
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.483
ELB improved by 0.0829488
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.409
ELB improved by 0.0740484
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.342
ELB improved by 0.0663916
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.283
ELB improved by 0.0597591
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.229
ELB improved by 0.0539792
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.18
ELB improved by 0.0489152
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.135
ELB improved by 0.0444572
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.095
ELB improved by 0.0405156
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.058
ELB improved by 0.0370167
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.024
ELB improved by 0.0338996
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.993
ELB improved by 0.0311135
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.964
ELB improved by 0.0286157
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.938
ELB improved by 0.02637
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.913
ELB improved by 0.0243458
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.891
ELB improved by 0.0225168
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.87
ELB improved by 0.0208605
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.851
ELB improved by 0.0193575
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.833
ELB improved by 0.0179908
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.816
ELB improved by 0.0167459
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.8
ELB improved by 0.01561
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.786
ELB improved by 0.0145719
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.772
ELB improved by 0.0136218
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.759
ELB improved by 0.012751
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.747
ELB improved by 0.0119518
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.736
ELB improved by 0.0112174
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.726
ELB improved by 0.0105419
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.716
ELB improved by 0.00991993
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-911.321
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-579.754
ELB improved by 331.566
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-519.87
ELB improved by 59.8847
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-479.019
ELB improved by 40.8507
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.132
ELB improved by 20.8872
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.484
ELB improved by 9.64732
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.412
ELB improved by 6.07272
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.376
ELB improved by 5.03542
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.529
ELB improved by 4.84696
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.46
ELB improved by 5.06902
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.032
ELB improved by 5.42875
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.389
ELB improved by 5.64266
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.95
ELB improved by 5.43892
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.225
ELB improved by 4.72544
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.547
ELB improved by 3.67789
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.935
ELB improved by 2.6116
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.165
ELB improved by 1.77003
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.956
ELB improved by 1.20949
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.082
ELB improved by 0.873493
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.4
ELB improved by 0.682242
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.836
ELB improved by 0.564104
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.367
ELB improved by 0.468953
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.982
ELB improved by 0.384333
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.663
ELB improved by 0.318969
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.39
ELB improved by 0.273879
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.147
ELB improved by 0.242965
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.926
ELB improved by 0.220633
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.724
ELB improved by 0.202356
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.54
ELB improved by 0.183951
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.377
ELB improved by 0.162918
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.237
ELB improved by 0.139946
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.119
ELB improved by 0.117857
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.02
ELB improved by 0.0989984
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.936
ELB improved by 0.0840263
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.864
ELB improved by 0.0724231
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.8
ELB improved by 0.0633473
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.744
ELB improved by 0.0560769
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.694
ELB improved by 0.0501045
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.649
ELB improved by 0.0450969
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.608
ELB improved by 0.0408356
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.571
ELB improved by 0.0371719
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.537
ELB improved by 0.034
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.506
ELB improved by 0.0312406
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.477
ELB improved by 0.0288323
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.45
ELB improved by 0.026726
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.425
ELB improved by 0.0248817
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.402
ELB improved by 0.0232664
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.38
ELB improved by 0.0218528
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.359
ELB improved by 0.0206177
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.34
ELB improved by 0.0195419
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.321
ELB improved by 0.0186089
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.304
ELB improved by 0.0178051
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.286
ELB improved by 0.0171189
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.27
ELB improved by 0.0165405
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.254
ELB improved by 0.0160621
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.238
ELB improved by 0.0156769
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.223
ELB improved by 0.0153797
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.208
ELB improved by 0.0151665
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.193
ELB improved by 0.0150343
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.178
ELB improved by 0.014981
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.163
ELB improved by 0.0150059
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.147
ELB improved by 0.0151088
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.132
ELB improved by 0.0152907
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.117
ELB improved by 0.0155537
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.101
ELB improved by 0.0159006
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.084
ELB improved by 0.0163356
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.068
ELB improved by 0.0168638
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.05
ELB improved by 0.0174916
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.032
ELB improved by 0.0182267
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.013
ELB improved by 0.0190782
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.993
ELB improved by 0.020057
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.971
ELB improved by 0.0211756
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.949
ELB improved by 0.0224482
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.925
ELB improved by 0.0238916
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.9
ELB improved by 0.0255245
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.872
ELB improved by 0.0273684
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.843
ELB improved by 0.0294474
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.811
ELB improved by 0.0317889
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.777
ELB improved by 0.0344231
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.739
ELB improved by 0.0373837
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.698
ELB improved by 0.0407078
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.654
ELB improved by 0.044436
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.605
ELB improved by 0.0486117
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.552
ELB improved by 0.0532813
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.494
ELB improved by 0.0584925
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.429
ELB improved by 0.0642933
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.359
ELB improved by 0.0707293
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.281
ELB improved by 0.0778399
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.195
ELB improved by 0.0856536
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.101
ELB improved by 0.0941815
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.998
ELB improved by 0.103408
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.884
ELB improved by 0.113284
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.761
ELB improved by 0.123713
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.626
ELB improved by 0.134549
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.48
ELB improved by 0.145589
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.324
ELB improved by 0.156576
iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.157
ELB improved by 0.167207
iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.98
ELB improved by 0.177143
iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.793
ELB improved by 0.186029
iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.6
ELB improved by 0.193503
iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.401
ELB improved by 0.199195
iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.198
ELB improved by 0.202722
iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.994
ELB improved by 0.203674
iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.793
ELB improved by 0.201626
iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.597
ELB improved by 0.196205
iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.409
ELB improved by 0.18724
iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.234
ELB improved by 0.174939
iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.074
ELB improved by 0.159984
iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.931
ELB improved by 0.143442
iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.804
ELB improved by 0.126504
iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.694
ELB improved by 0.110192
iteration 112
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.599
ELB improved by 0.0951875
iteration 113
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.517
ELB improved by 0.081821
iteration 114
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.447
ELB improved by 0.0701609
iteration 115
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.387
ELB improved by 0.0601198
iteration 116
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.335
ELB improved by 0.0515374
iteration 117
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.291
ELB improved by 0.0442312
iteration 118
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.253
ELB improved by 0.0380227
iteration 119
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.22
ELB improved by 0.0327494
iteration 120
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.192
ELB improved by 0.0282686
iteration 121
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.168
ELB improved by 0.0244575
iteration 122
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.146
ELB improved by 0.0212118
iteration 123
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.128
ELB improved by 0.0184432
iteration 124
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.112
ELB improved by 0.0160777
iteration 125
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.098
ELB improved by 0.0140527
iteration 126
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.086
ELB improved by 0.0123161
iteration 127
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.075
ELB improved by 0.0108238
iteration 128
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.065
ELB improved by 0.00953904
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-864.847
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-552.777
ELB improved by 312.07
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-493.299
ELB improved by 59.4773
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-462.478
ELB improved by 30.821
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.401
ELB improved by 13.0775
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.324
ELB improved by 6.07647
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.811
ELB improved by 3.51386
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.376
ELB improved by 2.43422
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.418
ELB improved by 1.95851
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.652
ELB improved by 1.76582
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.953
ELB improved by 1.69865
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.268
ELB improved by 1.68487
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.575
ELB improved by 1.6938
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.862
ELB improved by 1.71314
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.124
ELB improved by 1.73767
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.361
ELB improved by 1.76258
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.584
ELB improved by 1.77753
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.822
ELB improved by 1.76192
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.135
ELB improved by 1.68703
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.604
ELB improved by 1.53109
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.303
ELB improved by 1.30039
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.269
ELB improved by 1.03442
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.484
ELB improved by 0.784847
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.897
ELB improved by 0.586795
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.449
ELB improved by 0.448019
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.091
ELB improved by 0.358049
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.79
ELB improved by 0.30159
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.524
ELB improved by 0.265951
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.281
ELB improved by 0.242692
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.054
ELB improved by 0.226764
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.839
ELB improved by 0.21527
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.632
ELB improved by 0.206524
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.433
ELB improved by 0.199508
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.239
ELB improved by 0.193574
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.051
ELB improved by 0.188306
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.868
ELB improved by 0.183449
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.689
ELB improved by 0.178869
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.514
ELB improved by 0.174521
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.344
ELB improved by 0.170429
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.177
ELB improved by 0.166663
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.014
ELB improved by 0.163324
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.853
ELB improved by 0.16053
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.695
ELB improved by 0.158415
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.538
ELB improved by 0.15713
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.381
ELB improved by 0.156861
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.223
ELB improved by 0.157854
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.062
ELB improved by 0.160473
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.897
ELB improved by 0.165292
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.724
ELB improved by 0.173276
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.538
ELB improved by 0.186087
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.331
ELB improved by 0.206513
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.093
ELB improved by 0.238573
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.807
ELB improved by 0.285265
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.467
ELB improved by 0.340899
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.081
ELB improved by 0.38554
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.68
ELB improved by 0.401528
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.288
ELB improved by 0.391595
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.919
ELB improved by 0.368583
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.577
ELB improved by 0.342714
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.257
ELB improved by 0.319805
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.953
ELB improved by 0.303948
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.653
ELB improved by 0.300072
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.339
ELB improved by 0.313899
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.994
ELB improved by 0.344666
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.629
ELB improved by 0.365277
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.297
ELB improved by 0.3316
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.043
ELB improved by 0.254398
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.862
ELB improved by 0.18101
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.733
ELB improved by 0.129092
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.637
ELB improved by 0.0954095
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.563
ELB improved by 0.0740832
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.503
ELB improved by 0.0607667
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.45
ELB improved by 0.0525764
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.403
ELB improved by 0.0475149
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.358
ELB improved by 0.0440234
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.318
ELB improved by 0.040813
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.281
ELB improved by 0.0370068
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.248
ELB improved by 0.032376
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.221
ELB improved by 0.0273053
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.199
ELB improved by 0.0224185
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.18
ELB improved by 0.018189
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.166
ELB improved by 0.0147982
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.153
ELB improved by 0.0122026
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.143
ELB improved by 0.0102555
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.134
ELB improved by 0.0087946
ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
>
> proc.time()
user system elapsed
2.358 0.205 2.551
graper.Rcheck/graper-Ex.timings
| name | user | system | elapsed | |
| coef.graper | 0.053 | 0.013 | 0.066 | |
| getPIPs | 0.052 | 0.019 | 0.071 | |
| graper | 0.078 | 0.022 | 0.099 | |
| makeExampleData | 0.009 | 0.001 | 0.011 | |
| makeExampleDataWithUnequalGroups | 0.011 | 0.002 | 0.012 | |
| plotELBO | 0.323 | 0.037 | 0.362 | |
| plotGroupPenalties | 1.117 | 0.044 | 1.161 | |
| plotPosterior | 0.624 | 0.014 | 0.639 | |
| predict.graper | 2.074 | 0.070 | 2.144 | |
| print.graper | 0.048 | 0.015 | 0.063 | |