Britta Velten
| Snapshot Date: 2026-05-25 13:45 -0400 (Mon, 25 May 2026) |
| git_url: https://git.bioconductor.org/packages/graper |
| git_branch: devel |
| git_last_commit: ba611e2 |
| git_last_commit_date: 2026-04-28 08:49:19 -0400 (Tue, 28 Apr 2026) |
| Back to Multiple platform build/check report for BioC 3.24: simplified long |
|
This page was generated on 2026-05-26 11:35 -0400 (Tue, 26 May 2026).
| Hostname | OS | Arch (*) | R version | Installed pkgs |
|---|---|---|---|---|
| nebbiolo2 | Linux (Ubuntu 24.04.4 LTS) | x86_64 | 4.6.0 RC (2026-04-17 r89917) -- "Because it was There" | 4938 |
| kjohnson3 | macOS 13.7.7 Ventura | arm64 | 4.6.0 Patched (2026-05-01 r89994) -- "Because it was There" | 4640 |
| 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 933/2379 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
| graper 1.29.0 (landing page) Britta Velten
| nebbiolo2 | Linux (Ubuntu 24.04.4 LTS) / x86_64 | OK | OK | OK | | ||||||||
| kjohnson3 | macOS 13.7.7 Ventura / arm64 | OK | OK | OK | | |||||||||
| See other builds for graper in R Universe. | ||||||||||||||
|
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: 1.29.0 |
| Command: /home/biocbuild/bbs-3.24-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.24-bioc/R/site-library --timings graper_1.29.0.tar.gz |
| StartedAt: 2026-05-26 00:27:47 -0400 (Tue, 26 May 2026) |
| EndedAt: 2026-05-26 00:29:19 -0400 (Tue, 26 May 2026) |
| EllapsedTime: 92.2 seconds |
| RetCode: 0 |
| Status: OK |
| CheckDir: graper.Rcheck |
| Warnings: 0 |
##############################################################################
##############################################################################
###
### Running command:
###
### /home/biocbuild/bbs-3.24-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.24-bioc/R/site-library --timings graper_1.29.0.tar.gz
###
##############################################################################
##############################################################################
* using log directory ‘/home/biocbuild/bbs-3.24-bioc/meat/graper.Rcheck’
* using R version 4.6.0 RC (2026-04-17 r89917)
* using platform: x86_64-pc-linux-gnu
* R was compiled by
gcc (Ubuntu 13.3.0-6ubuntu2~24.04.1) 13.3.0
GNU Fortran (Ubuntu 13.3.0-6ubuntu2~24.04.1) 13.3.0
* running under: Ubuntu 24.04.4 LTS
* using session charset: UTF-8
* current time: 2026-05-26 04:27:48 UTC
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.29.0’
* 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 13.3.0-6ubuntu2~24.04.1) 13.3.0’
* checking installed package size ... INFO
installed size is 6.2Mb
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 ... 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-3.24-bioc/meat/graper.Rcheck/00check.log’
for details.
graper.Rcheck/00install.out
############################################################################## ############################################################################## ### ### Running command: ### ### /home/biocbuild/bbs-3.24-bioc/R/bin/R CMD INSTALL graper ### ############################################################################## ############################################################################## * installing to library ‘/home/biocbuild/bbs-3.24-bioc/R/site-library’ * installing *source* package ‘graper’ ... ** this is package ‘graper’ version ‘1.29.0’ ** using staged installation ** libs using C++ compiler: ‘g++ (Ubuntu 13.3.0-6ubuntu2~24.04.1) 13.3.0’ g++ -std=gnu++20 -I"/home/biocbuild/bbs-3.24-bioc/R/include" -DNDEBUG -I'/home/biocbuild/bbs-3.24-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.24-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.24-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++20 -I"/home/biocbuild/bbs-3.24-bioc/R/include" -DNDEBUG -I'/home/biocbuild/bbs-3.24-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.24-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.24-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++20 -shared -L/home/biocbuild/bbs-3.24-bioc/R/lib -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -llapack -L/home/biocbuild/bbs-3.24-bioc/R/lib -lRblas -lgfortran -lm -lquadmath -L/home/biocbuild/bbs-3.24-bioc/R/lib -lR installing to /home/biocbuild/bbs-3.24-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 4.6.0 RC (2026-04-17 r89917) -- "Because it was There"
Copyright (C) 2026 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=-847.883
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-562.046
ELB improved by 285.837
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-500.548
ELB improved by 61.4977
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-462.267
ELB improved by 38.2815
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.538
ELB improved by 15.7289
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.612
ELB improved by 5.9257
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.031
ELB improved by 3.58137
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.082
ELB improved by 2.94888
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.366
ELB improved by 2.71562
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.769
ELB improved by 2.59718
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.253
ELB improved by 2.51599
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.802
ELB improved by 2.45112
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.412
ELB improved by 2.38993
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.098
ELB improved by 2.314
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.895
ELB improved by 2.20323
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.855
ELB improved by 2.03992
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.059
ELB improved by 1.79622
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.598
ELB improved by 1.46076
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.504
ELB improved by 1.09354
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.731
ELB improved by 0.772972
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.194
ELB improved by 0.537679
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.807
ELB improved by 0.386408
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.51
ELB improved by 0.297133
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.264
ELB improved by 0.246529
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.045
ELB improved by 0.218213
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.843
ELB improved by 0.202557
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.649
ELB improved by 0.194326
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.458
ELB improved by 0.190744
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.267
ELB improved by 0.190359
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.075
ELB improved by 0.192433
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.878
ELB improved by 0.196644
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.675
ELB improved by 0.202942
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.464
ELB improved by 0.211499
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.241
ELB improved by 0.222709
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.004
ELB improved by 0.237232
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.748
ELB improved by 0.256066
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.467
ELB improved by 0.280685
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.154
ELB improved by 0.313202
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.797
ELB improved by 0.356557
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.383
ELB improved by 0.41445
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.893
ELB improved by 0.490355
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.308
ELB improved by 0.584608
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.617
ELB improved by 0.690762
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.82
ELB improved by 0.796896
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.929
ELB improved by 0.891717
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.965
ELB improved by 0.964028
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.966
ELB improved by 0.998312
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.987
ELB improved by 0.979085
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.086
ELB improved by 0.901494
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.309
ELB improved by 0.776963
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.68
ELB improved by 0.62895
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.196
ELB improved by 0.483341
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.837
ELB improved by 0.359264
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.573
ELB improved by 0.264428
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.376
ELB improved by 0.197192
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.224
ELB improved by 0.151931
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.101
ELB improved by 0.122891
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.996
ELB improved by 0.105275
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.901
ELB improved by 0.0946261
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.815
ELB improved by 0.0860311
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.74
ELB improved by 0.0751346
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.679
ELB improved by 0.0609429
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.633
ELB improved by 0.0462352
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.598
ELB improved by 0.0341424
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.573
ELB improved by 0.0256707
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.553
ELB improved by 0.0201977
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.536
ELB improved by 0.0167129
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.521
ELB improved by 0.0144176
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.509
ELB improved by 0.0128095
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.497
ELB improved by 0.0116034
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.486
ELB improved by 0.0106434
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.476
ELB improved by 0.00984461
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-848.174
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-564.588
ELB improved by 283.586
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-501.519
ELB improved by 63.0686
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.159
ELB improved by 40.3605
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.172
ELB improved by 18.9865
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.34
ELB improved by 8.83199
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.413
ELB improved by 5.92745
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.745
ELB improved by 5.66749
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.697
ELB improved by 6.04867
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.349
ELB improved by 6.34773
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.41
ELB improved by 5.93874
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.728
ELB improved by 4.68215
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.522
ELB improved by 3.20583
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.356
ELB improved by 2.16594
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.733
ELB improved by 1.62319
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.422
ELB improved by 1.31118
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.332
ELB improved by 1.0902
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.359
ELB improved by 0.973003
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.398
ELB improved by 0.960865
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.372
ELB improved by 1.02538
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.263
ELB improved by 1.10976
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.098
ELB improved by 1.16499
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.89
ELB improved by 1.2075
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.635
ELB improved by 1.25531
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.34
ELB improved by 1.29482
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.018
ELB improved by 1.32217
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.679
ELB improved by 1.33914
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.346
ELB improved by 1.33276
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.048
ELB improved by 1.29749
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.782
ELB improved by 1.26684
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.447
ELB improved by 1.335
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.88
ELB improved by 1.5663
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.289
ELB improved by 1.59176
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.168
ELB improved by 1.12039
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.503
ELB improved by 0.665462
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.075
ELB improved by 0.427436
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-366.766
ELB improved by 0.30921
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-366.526
ELB improved by 0.240579
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-366.332
ELB improved by 0.193547
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-366.173
ELB improved by 0.158469
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-366.042
ELB improved by 0.131908
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-365.93
ELB improved by 0.111774
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-365.834
ELB improved by 0.0961437
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-365.75
ELB improved by 0.0833761
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-365.678
ELB improved by 0.0723542
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-365.615
ELB improved by 0.0625529
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-365.562
ELB improved by 0.0538737
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-365.515
ELB improved by 0.0463575
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-365.475
ELB improved by 0.0399843
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-365.441
ELB improved by 0.0346343
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-365.41
ELB improved by 0.0301399
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-365.384
ELB improved by 0.0263394
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-365.361
ELB improved by 0.0231023
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-365.341
ELB improved by 0.0203318
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-365.323
ELB improved by 0.0179565
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-365.307
ELB improved by 0.0159214
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-365.293
ELB improved by 0.0141808
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-365.28
ELB improved by 0.012694
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-365.268
ELB improved by 0.0114244
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-365.258
ELB improved by 0.0103384
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-365.249
ELB improved by 0.00940649
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-880.669
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-567.851
ELB improved by 312.818
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-515.165
ELB improved by 52.6856
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-484.138
ELB improved by 31.027
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-467.686
ELB improved by 16.4529
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.064
ELB improved by 9.62183
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.473
ELB improved by 8.59103
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.006
ELB improved by 9.46631
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.851
ELB improved by 10.1552
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.672
ELB improved by 9.17912
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.776
ELB improved by 6.89629
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.981
ELB improved by 4.79487
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.545
ELB improved by 3.43551
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.908
ELB improved by 2.63723
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.709
ELB improved by 2.19901
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.862
ELB improved by 1.8473
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.49
ELB improved by 1.37208
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.556
ELB improved by 0.933882
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.903
ELB improved by 0.653182
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.413
ELB improved by 0.489248
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.025
ELB improved by 0.38842
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.704
ELB improved by 0.321371
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.43
ELB improved by 0.273821
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.191
ELB improved by 0.238732
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.979
ELB improved by 0.212518
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.785
ELB improved by 0.193363
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.605
ELB improved by 0.180557
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.43
ELB improved by 0.17434
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.254
ELB improved by 0.17611
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.065
ELB improved by 0.188783
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.85
ELB improved by 0.215718
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.598
ELB improved by 0.252213
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.327
ELB improved by 0.270274
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.085
ELB improved by 0.242058
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.895
ELB improved by 0.189829
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.747
ELB improved by 0.14819
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.623
ELB improved by 0.124233
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.511
ELB improved by 0.112085
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.405
ELB improved by 0.106012
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.302
ELB improved by 0.102654
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.202
ELB improved by 0.10038
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.103
ELB improved by 0.0985872
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.006
ELB improved by 0.0972337
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.91
ELB improved by 0.0965104
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.813
ELB improved by 0.096635
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.715
ELB improved by 0.097772
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.615
ELB improved by 0.100038
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.512
ELB improved by 0.103536
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.403
ELB improved by 0.108378
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.288
ELB improved by 0.114692
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.166
ELB improved by 0.12262
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.034
ELB improved by 0.132285
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.89
ELB improved by 0.143764
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.733
ELB improved by 0.157041
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.561
ELB improved by 0.171968
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.373
ELB improved by 0.188234
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.167
ELB improved by 0.205376
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.944
ELB improved by 0.222797
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.705
ELB improved by 0.239788
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.449
ELB improved by 0.255528
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.18
ELB improved by 0.26909
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.9
ELB improved by 0.2795
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.615
ELB improved by 0.285877
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.327
ELB improved by 0.287597
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.043
ELB improved by 0.284405
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.766
ELB improved by 0.276429
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.502
ELB improved by 0.264083
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.254
ELB improved by 0.24793
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.026
ELB improved by 0.228579
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.819
ELB improved by 0.206699
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.636
ELB improved by 0.18312
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.477
ELB improved by 0.158873
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.342
ELB improved by 0.135097
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.229
ELB improved by 0.11283
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.136
ELB improved by 0.0928249
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.061
ELB improved by 0.0754749
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385
ELB improved by 0.0608515
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.951
ELB improved by 0.0487952
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.912
ELB improved by 0.0390171
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.881
ELB improved by 0.031179
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.856
ELB improved by 0.0249464
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.836
ELB improved by 0.0200164
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.82
ELB improved by 0.0161291
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.807
ELB improved by 0.0130692
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.796
ELB improved by 0.0106619
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.787
ELB improved by 0.00876718
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-898.278
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-599.321
ELB improved by 298.958
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-540.088
ELB improved by 59.2322
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-495.69
ELB improved by 44.3988
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-471.817
ELB improved by 23.8728
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.056
ELB improved by 10.7613
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.303
ELB improved by 5.75307
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.594
ELB improved by 4.70892
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.893
ELB improved by 4.70104
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.836
ELB improved by 5.05686
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.332
ELB improved by 5.50371
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.717
ELB improved by 5.6152
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.796
ELB improved by 4.9207
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.245
ELB improved by 3.55117
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.999
ELB improved by 2.24568
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.586
ELB improved by 1.4131
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.645
ELB improved by 0.941656
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.975
ELB improved by 0.669532
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.451
ELB improved by 0.52426
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.005
ELB improved by 0.445775
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.631
ELB improved by 0.374308
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.341
ELB improved by 0.289924
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.127
ELB improved by 0.213394
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.969
ELB improved by 0.158444
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.847
ELB improved by 0.122112
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.749
ELB improved by 0.0979126
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.668
ELB improved by 0.0811376
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.599
ELB improved by 0.0689687
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.539
ELB improved by 0.0597833
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.486
ELB improved by 0.0526299
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.439
ELB improved by 0.046925
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.397
ELB improved by 0.0422917
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.359
ELB improved by 0.0384749
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.323
ELB improved by 0.0352952
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.291
ELB improved by 0.0326226
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.26
ELB improved by 0.0303606
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.232
ELB improved by 0.0284368
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.205
ELB improved by 0.0267958
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.18
ELB improved by 0.0253951
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.156
ELB improved by 0.0242023
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.132
ELB improved by 0.0231926
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.11
ELB improved by 0.0223476
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.088
ELB improved by 0.0216542
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.067
ELB improved by 0.0211041
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.047
ELB improved by 0.0206934
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.026
ELB improved by 0.0204224
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.006
ELB improved by 0.0202957
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.985
ELB improved by 0.0203225
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.965
ELB improved by 0.0205167
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.944
ELB improved by 0.0208974
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.923
ELB improved by 0.0214889
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.9
ELB improved by 0.0223199
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.877
ELB improved by 0.0234221
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.852
ELB improved by 0.0248269
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.825
ELB improved by 0.0265596
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.797
ELB improved by 0.0286324
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.766
ELB improved by 0.0310365
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.732
ELB improved by 0.0337375
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.695
ELB improved by 0.0366804
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.656
ELB improved by 0.0398049
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.613
ELB improved by 0.0430701
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.566
ELB improved by 0.046476
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.516
ELB improved by 0.050071
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.462
ELB improved by 0.0539438
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.404
ELB improved by 0.0582072
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.341
ELB improved by 0.0629847
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.272
ELB improved by 0.0684075
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.198
ELB improved by 0.0746184
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.116
ELB improved by 0.0817812
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.026
ELB improved by 0.0900916
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.926
ELB improved by 0.0997886
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.815
ELB improved by 0.11117
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.69
ELB improved by 0.124609
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.55
ELB improved by 0.140587
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.39
ELB improved by 0.159732
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.207
ELB improved by 0.182896
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.996
ELB improved by 0.211285
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.749
ELB improved by 0.246691
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.457
ELB improved by 0.291906
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.106
ELB improved by 0.35135
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.674
ELB improved by 0.431426
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.137
ELB improved by 0.537829
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.474
ELB improved by 0.662221
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.713
ELB improved by 0.761788
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.926
ELB improved by 0.786522
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.179
ELB improved by 0.746665
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.49
ELB improved by 0.689944
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.835
ELB improved by 0.654642
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.165
ELB improved by 0.670344
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.426
ELB improved by 0.738395
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.651
ELB improved by 0.775005
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.923
ELB improved by 0.727875
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.242
ELB improved by 0.68085
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.544
ELB improved by 0.698715
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.731
ELB improved by 0.812576
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.796
ELB improved by 0.934768
iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.885
ELB improved by 0.91151
iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.164
ELB improved by 0.721021
iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.658
ELB improved by 0.506265
iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.285
ELB improved by 0.372993
iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.983
ELB improved by 0.301865
iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.738
ELB improved by 0.244582
iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.565
ELB improved by 0.173384
iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.46
ELB improved by 0.104946
iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.4
ELB improved by 0.0601349
iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.363
ELB improved by 0.0367775
iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.338
ELB improved by 0.0253511
iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.318
ELB improved by 0.0195018
iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.302
ELB improved by 0.0161811
iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.288
ELB improved by 0.0140608
iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.275
ELB improved by 0.0125658
iteration 112
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.264
ELB improved by 0.0114345
iteration 113
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.253
ELB improved by 0.010537
iteration 114
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.243
ELB improved by 0.00980194
ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
>
> proc.time()
user system elapsed
2.406 0.219 2.612
graper.Rcheck/graper-Ex.timings
| name | user | system | elapsed | |
| coef.graper | 0.053 | 0.005 | 0.058 | |
| getPIPs | 0.070 | 0.016 | 0.087 | |
| graper | 0.082 | 0.002 | 0.084 | |
| makeExampleData | 0.01 | 0.00 | 0.01 | |
| makeExampleDataWithUnequalGroups | 0.012 | 0.000 | 0.011 | |
| plotELBO | 0.292 | 0.015 | 0.308 | |
| plotGroupPenalties | 0.933 | 0.007 | 0.940 | |
| plotPosterior | 0.636 | 0.002 | 0.637 | |
| predict.graper | 2.062 | 0.012 | 2.074 | |
| print.graper | 0.051 | 0.001 | 0.052 | |