Britta Velten
| Snapshot Date: 2025-11-30 13:40 -0500 (Sun, 30 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 Multiple platform build/check report for BioC 3.23: simplified long |
|
This page was generated on 2025-12-01 11:35 -0500 (Mon, 01 Dec 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" | 4866 |
| kjohnson3 | macOS 13.7.7 Ventura | arm64 | R Under development (unstable) (2025-11-04 r88984) -- "Unsuffered Consequences" | 4572 |
| 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 913/2328 | 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 | | ||||||||
| kjohnson3 | macOS 13.7.7 Ventura / arm64 | OK | 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: 2025-12-01 00:17:15 -0500 (Mon, 01 Dec 2025) |
| EndedAt: 2025-12-01 00:18:48 -0500 (Mon, 01 Dec 2025) |
| EllapsedTime: 92.1 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=-880.862
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-576.935
ELB improved by 303.928
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-515.732
ELB improved by 61.2021
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-476.281
ELB improved by 39.4512
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.289
ELB improved by 17.992
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.136
ELB improved by 8.15294
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.262
ELB improved by 5.87409
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.385
ELB improved by 5.87682
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.673
ELB improved by 6.71199
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.21
ELB improved by 7.46328
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.039
ELB improved by 7.17084
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.403
ELB improved by 5.63653
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.582
ELB improved by 3.82065
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.03
ELB improved by 2.55246
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.175
ELB improved by 1.85437
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.694
ELB improved by 1.48085
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.432
ELB improved by 1.26185
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.318
ELB improved by 1.114
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.317
ELB improved by 1.00148
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.406
ELB improved by 0.91129
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.566
ELB improved by 0.839705
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.781
ELB improved by 0.785467
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.033
ELB improved by 0.747072
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.311
ELB improved by 0.722214
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.603
ELB improved by 0.708084
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.901
ELB improved by 0.70197
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.199
ELB improved by 0.701956
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.492
ELB improved by 0.707202
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.776
ELB improved by 0.716259
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.054
ELB improved by 0.721466
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.35
ELB improved by 0.703977
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.704
ELB improved by 0.646201
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.15
ELB improved by 0.554324
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.699
ELB improved by 0.450745
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.346
ELB improved by 0.352992
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.076
ELB improved by 0.269951
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.872
ELB improved by 0.204604
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.716
ELB improved by 0.155876
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.595
ELB improved by 0.120596
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.5
ELB improved by 0.0952422
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.423
ELB improved by 0.0768522
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.36
ELB improved by 0.0632499
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.307
ELB improved by 0.0529449
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.262
ELB improved by 0.0449506
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.223
ELB improved by 0.0386199
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.19
ELB improved by 0.0335225
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.16
ELB improved by 0.0293632
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.134
ELB improved by 0.025931
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.111
ELB improved by 0.0230695
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.091
ELB improved by 0.0206595
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.072
ELB improved by 0.0186094
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.055
ELB improved by 0.0168486
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.04
ELB improved by 0.0153224
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.026
ELB improved by 0.0139887
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.013
ELB improved by 0.0128148
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.001
ELB improved by 0.011775
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.99
ELB improved by 0.0108493
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.98
ELB improved by 0.0100214
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.971
ELB improved by 0.00927827
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-877.663
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-596.451
ELB improved by 281.212
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-532.695
ELB improved by 63.7562
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-487.165
ELB improved by 45.5299
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-465.91
ELB improved by 21.2549
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.226
ELB improved by 8.68399
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.307
ELB improved by 4.91984
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.331
ELB improved by 3.97562
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.579
ELB improved by 3.7517
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.863
ELB improved by 3.71588
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.207
ELB improved by 3.65614
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.772
ELB improved by 3.4356
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.78
ELB improved by 2.9915
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.4
ELB improved by 2.37967
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.647
ELB improved by 1.75333
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.398
ELB improved by 1.2486
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.495
ELB improved by 0.903976
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.811
ELB improved by 0.683389
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.275
ELB improved by 0.536447
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.842
ELB improved by 0.432671
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.484
ELB improved by 0.357579
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.183
ELB improved by 0.301418
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.925
ELB improved by 0.257969
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.7
ELB improved by 0.224701
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.5
ELB improved by 0.200566
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.316
ELB improved by 0.184259
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.141
ELB improved by 0.174106
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.973
ELB improved by 0.168618
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.806
ELB improved by 0.166858
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.638
ELB improved by 0.168406
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.464
ELB improved by 0.173136
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.283
ELB improved by 0.180996
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.091
ELB improved by 0.191919
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.886
ELB improved by 0.205793
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.663
ELB improved by 0.222452
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.422
ELB improved by 0.241616
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.159
ELB improved by 0.262831
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.873
ELB improved by 0.285382
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.565
ELB improved by 0.308246
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.235
ELB improved by 0.33009
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.886
ELB improved by 0.349361
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.521
ELB improved by 0.364488
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.147
ELB improved by 0.374144
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.77
ELB improved by 0.377529
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.395
ELB improved by 0.374528
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.029
ELB improved by 0.365704
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.677
ELB improved by 0.35211
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.342
ELB improved by 0.335024
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.026
ELB improved by 0.315698
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.731
ELB improved by 0.295206
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.457
ELB improved by 0.274389
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.203
ELB improved by 0.253861
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.969
ELB improved by 0.234023
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.754
ELB improved by 0.215082
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.557
ELB improved by 0.197068
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.377
ELB improved by 0.179873
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.214
ELB improved by 0.163324
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.066
ELB improved by 0.147266
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.935
ELB improved by 0.131641
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.818
ELB improved by 0.116513
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.716
ELB improved by 0.102052
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.628
ELB improved by 0.0884807
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.552
ELB improved by 0.0760185
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.487
ELB improved by 0.0648294
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.432
ELB improved by 0.0549977
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.385
ELB improved by 0.0465243
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.346
ELB improved by 0.0393409
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.313
ELB improved by 0.0333305
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.284
ELB improved by 0.0283511
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.26
ELB improved by 0.0242531
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.239
ELB improved by 0.0208932
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.221
ELB improved by 0.0181417
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.205
ELB improved by 0.0158862
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.191
ELB improved by 0.0140318
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.179
ELB improved by 0.0125005
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.167
ELB improved by 0.0112289
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.157
ELB improved by 0.0101661
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.148
ELB improved by 0.00927139
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-872.656
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-580.528
ELB improved by 292.128
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-519.504
ELB improved by 61.0234
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-481.124
ELB improved by 38.3808
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.271
ELB improved by 16.853
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.189
ELB improved by 7.08142
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.747
ELB improved by 4.442
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.791
ELB improved by 3.95655
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.899
ELB improved by 3.89184
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.002
ELB improved by 3.89732
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.159
ELB improved by 3.84231
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.53
ELB improved by 3.62942
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.323
ELB improved by 3.20657
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.711
ELB improved by 2.61197
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.737
ELB improved by 1.97402
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.32
ELB improved by 1.41709
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.329
ELB improved by 0.991022
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.628
ELB improved by 0.700679
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.107
ELB improved by 0.521091
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.694
ELB improved by 0.413095
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.349
ELB improved by 0.345465
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.049
ELB improved by 0.299663
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.783
ELB improved by 0.265943
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.544
ELB improved by 0.239357
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.327
ELB improved by 0.217344
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.128
ELB improved by 0.1985
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.946
ELB improved by 0.181999
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.779
ELB improved by 0.167328
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.625
ELB improved by 0.154158
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.482
ELB improved by 0.142267
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.351
ELB improved by 0.131502
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.229
ELB improved by 0.121747
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.116
ELB improved by 0.112911
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.011
ELB improved by 0.104914
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.914
ELB improved by 0.0976853
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.822
ELB improved by 0.0911597
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.737
ELB improved by 0.0852753
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.657
ELB improved by 0.0799747
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.582
ELB improved by 0.0752043
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.511
ELB improved by 0.0709145
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.444
ELB improved by 0.0670599
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.38
ELB improved by 0.0635987
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.32
ELB improved by 0.0604931
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.262
ELB improved by 0.0577087
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.207
ELB improved by 0.0552142
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.154
ELB improved by 0.0529813
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.103
ELB improved by 0.0509842
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.054
ELB improved by 0.0491994
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.006
ELB improved by 0.0476053
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.96
ELB improved by 0.0461817
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.915
ELB improved by 0.0449101
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.871
ELB improved by 0.0437729
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.829
ELB improved by 0.0427533
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.787
ELB improved by 0.0418354
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.746
ELB improved by 0.0410038
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.705
ELB improved by 0.0402436
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.666
ELB improved by 0.0395402
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.627
ELB improved by 0.0388796
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.589
ELB improved by 0.038248
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.551
ELB improved by 0.0376321
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.514
ELB improved by 0.0370195
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.478
ELB improved by 0.0363983
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.442
ELB improved by 0.0357576
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.407
ELB improved by 0.035088
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.372
ELB improved by 0.0343814
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.339
ELB improved by 0.0336314
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.306
ELB improved by 0.0328335
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.274
ELB improved by 0.0319855
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.243
ELB improved by 0.0310872
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.213
ELB improved by 0.0301406
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.184
ELB improved by 0.0291499
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.156
ELB improved by 0.0281213
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.128
ELB improved by 0.0270625
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.102
ELB improved by 0.0259825
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.078
ELB improved by 0.0248913
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.054
ELB improved by 0.0237993
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.031
ELB improved by 0.0227167
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.009
ELB improved by 0.0216537
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.989
ELB improved by 0.0206192
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.969
ELB improved by 0.0196213
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.951
ELB improved by 0.0186668
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.933
ELB improved by 0.0177609
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.916
ELB improved by 0.0169075
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.9
ELB improved by 0.016109
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.884
ELB improved by 0.0153665
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.87
ELB improved by 0.0146797
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.856
ELB improved by 0.0140475
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.842
ELB improved by 0.0134681
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.829
ELB improved by 0.0129389
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.817
ELB improved by 0.0124569
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.805
ELB improved by 0.0120193
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.793
ELB improved by 0.0116227
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.782
ELB improved by 0.0112642
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.771
ELB improved by 0.0109409
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.76
ELB improved by 0.0106502
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.75
ELB improved by 0.0103897
iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.74
ELB improved by 0.0101572
iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.73
ELB improved by 0.00995069
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-811.612
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-559.336
ELB improved by 252.276
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-500.002
ELB improved by 59.3344
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.68
ELB improved by 42.3225
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.416
ELB improved by 19.2631
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.533
ELB improved by 7.88319
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.268
ELB improved by 4.2655
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.189
ELB improved by 3.07851
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.576
ELB improved by 2.61321
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.183
ELB improved by 2.39258
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.932
ELB improved by 2.25191
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.795
ELB improved by 2.13677
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.767
ELB improved by 2.02773
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.849
ELB improved by 1.91755
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.047
ELB improved by 1.80213
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.371
ELB improved by 1.67607
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.838
ELB improved by 1.53354
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.466
ELB improved by 1.37148
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.277
ELB improved by 1.18956
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.285
ELB improved by 0.991944
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.491
ELB improved by 0.793534
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.875
ELB improved by 0.615817
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.402
ELB improved by 0.47351
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.033
ELB improved by 0.368714
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.738
ELB improved by 0.295008
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.494
ELB improved by 0.243781
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.287
ELB improved by 0.207769
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.105
ELB improved by 0.181818
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.942
ELB improved by 0.162477
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.795
ELB improved by 0.14743
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.66
ELB improved by 0.1351
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.535
ELB improved by 0.124451
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.42
ELB improved by 0.11487
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.314
ELB improved by 0.106073
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.216
ELB improved by 0.0979941
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.126
ELB improved by 0.0906726
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.042
ELB improved by 0.0841718
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.963
ELB improved by 0.078533
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.889
ELB improved by 0.0737598
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.819
ELB improved by 0.0698218
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.753
ELB improved by 0.0666654
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.689
ELB improved by 0.0642267
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.626
ELB improved by 0.0624407
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.565
ELB improved by 0.0612475
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.504
ELB improved by 0.0605953
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.444
ELB improved by 0.0604404
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.383
ELB improved by 0.0607466
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.322
ELB improved by 0.0614832
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.259
ELB improved by 0.0626235
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.195
ELB improved by 0.0641429
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.129
ELB improved by 0.0660178
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.061
ELB improved by 0.0682254
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.99
ELB improved by 0.0707436
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.916
ELB improved by 0.0735525
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.84
ELB improved by 0.0766364
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.76
ELB improved by 0.0799868
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.676
ELB improved by 0.083607
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.589
ELB improved by 0.0875168
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.497
ELB improved by 0.0917583
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.4
ELB improved by 0.096402
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.299
ELB improved by 0.101554
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.191
ELB improved by 0.107361
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.077
ELB improved by 0.114019
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.956
ELB improved by 0.12178
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.825
ELB improved by 0.130954
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.683
ELB improved by 0.141921
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.528
ELB improved by 0.15513
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.357
ELB improved by 0.171108
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.166
ELB improved by 0.190452
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.952
ELB improved by 0.213819
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.71
ELB improved by 0.241892
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.435
ELB improved by 0.275312
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.121
ELB improved by 0.314536
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.761
ELB improved by 0.359618
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.351
ELB improved by 0.409885
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.887
ELB improved by 0.463591
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.37
ELB improved by 0.517802
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.801
ELB improved by 0.569044
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.185
ELB improved by 0.615469
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.524
ELB improved by 0.660698
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.809
ELB improved by 0.715687
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.027
ELB improved by 0.781343
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.22
ELB improved by 0.807796
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.465
ELB improved by 0.754546
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.796
ELB improved by 0.669134
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.236
ELB improved by 0.560395
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.82
ELB improved by 0.415825
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.54
ELB improved by 0.279416
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.357
ELB improved by 0.183272
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.235
ELB improved by 0.122127
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.152
ELB improved by 0.0833582
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.093
ELB improved by 0.0583123
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.051
ELB improved by 0.0418187
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.021
ELB improved by 0.0307653
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.997
ELB improved by 0.0232339
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.979
ELB improved by 0.0180163
iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.965
ELB improved by 0.0143385
iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.953
ELB improved by 0.0116978
iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.944
ELB improved by 0.00976416
ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
>
> proc.time()
user system elapsed
2.320 0.217 2.526
graper.Rcheck/graper-Ex.timings
| name | user | system | elapsed | |
| coef.graper | 0.055 | 0.011 | 0.066 | |
| getPIPs | 0.046 | 0.016 | 0.062 | |
| graper | 0.081 | 0.020 | 0.100 | |
| makeExampleData | 0.008 | 0.003 | 0.011 | |
| makeExampleDataWithUnequalGroups | 0.008 | 0.005 | 0.013 | |
| plotELBO | 0.333 | 0.028 | 0.360 | |
| plotGroupPenalties | 1.072 | 0.064 | 1.135 | |
| plotPosterior | 0.623 | 0.024 | 0.647 | |
| predict.graper | 2.051 | 0.069 | 2.120 | |
| print.graper | 0.050 | 0.013 | 0.063 | |