Britta Velten
| Snapshot Date: 2025-10-10 13:45 -0400 (Fri, 10 Oct 2025) |
| git_url: https://git.bioconductor.org/packages/graper |
| git_branch: devel |
| git_last_commit: 82b0592 |
| git_last_commit_date: 2025-06-24 03:15:40 -0400 (Tue, 24 Jun 2025) |
| Back to Multiple platform build/check report for BioC 3.22: simplified long |
|
This page was generated on 2025-10-11 12:03 -0400 (Sat, 11 Oct 2025).
| Hostname | OS | Arch (*) | R version | Installed pkgs |
|---|---|---|---|---|
| nebbiolo2 | Linux (Ubuntu 24.04.3 LTS) | x86_64 | 4.5.1 Patched (2025-08-23 r88802) -- "Great Square Root" | 4864 |
| lconway | macOS 12.7.1 Monterey | x86_64 | 4.5.1 Patched (2025-09-10 r88807) -- "Great Square Root" | 4652 |
| kjohnson3 | macOS 13.7.7 Ventura | arm64 | 4.5.1 Patched (2025-09-10 r88807) -- "Great Square Root" | 4597 |
| taishan | Linux (openEuler 24.03 LTS) | aarch64 | 4.5.0 (2025-04-11) -- "How About a Twenty-Six" | 4586 |
| 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 915/2346 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
| graper 1.25.2 (landing page) Britta Velten
| nebbiolo2 | Linux (Ubuntu 24.04.3 LTS) / x86_64 | OK | OK | OK | | ||||||||
| lconway | macOS 12.7.1 Monterey / x86_64 | OK | OK | OK | OK | | ||||||||
| kjohnson3 | macOS 13.7.7 Ventura / arm64 | OK | OK | OK | OK | | ||||||||
| taishan | Linux (openEuler 24.03 LTS) / aarch64 | OK | OK | OK | ||||||||||
|
To the developers/maintainers of the graper package: - Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/graper.git to reflect on this report. See Troubleshooting Build Report for more information. - Use the following Renviron settings to reproduce errors and warnings. - If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information. |
| Package: graper |
| Version: 1.25.2 |
| Command: /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.22-bioc/R/site-library --timings graper_1.25.2.tar.gz |
| StartedAt: 2025-10-11 00:41:37 -0400 (Sat, 11 Oct 2025) |
| EndedAt: 2025-10-11 00:43:07 -0400 (Sat, 11 Oct 2025) |
| EllapsedTime: 90.1 seconds |
| RetCode: 0 |
| Status: OK |
| CheckDir: graper.Rcheck |
| Warnings: 0 |
##############################################################################
##############################################################################
###
### Running command:
###
### /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.22-bioc/R/site-library --timings graper_1.25.2.tar.gz
###
##############################################################################
##############################################################################
* using log directory ‘/home/biocbuild/bbs-3.22-bioc/meat/graper.Rcheck’
* using R version 4.5.1 Patched (2025-08-23 r88802)
* 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 ‘1.25.2’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘graper’ can be installed ... OK
* used C++ compiler: ‘g++ (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0’
* checking installed package size ... INFO
installed size is 6.0Mb
sub-directories of 1Mb or more:
libs 5.8Mb
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking code files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking loading without being on the library search path ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... NOTE
checkRd: (-1) predict.graper.Rd:19-21: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:23-24: Lost braces in \itemize; meant \describe ?
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... NOTE
Note: information on .o files is not available
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
Running ‘testthat.R’
OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking re-building of vignette outputs ... OK
* checking PDF version of manual ... OK
* DONE
Status: 2 NOTEs
See
‘/home/biocbuild/bbs-3.22-bioc/meat/graper.Rcheck/00check.log’
for details.
graper.Rcheck/00install.out
############################################################################## ############################################################################## ### ### Running command: ### ### /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD INSTALL graper ### ############################################################################## ############################################################################## * installing to library ‘/home/biocbuild/bbs-3.22-bioc/R/site-library’ * installing *source* package ‘graper’ ... ** this is package ‘graper’ version ‘1.25.2’ ** using staged installation ** libs using C++ compiler: ‘g++ (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0’ g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.22-bioc/R/include" -DNDEBUG -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/BH/include' -I/usr/local/include -fpic -g -O2 -Wall -Werror=format-security -c RcppExports.cpp -o RcppExports.o g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.22-bioc/R/include" -DNDEBUG -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/BH/include' -I/usr/local/include -fpic -g -O2 -Wall -Werror=format-security -c fit_graper.cpp -o fit_graper.o g++ -std=gnu++17 -shared -L/home/biocbuild/bbs-3.22-bioc/R/lib -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -llapack -L/home/biocbuild/bbs-3.22-bioc/R/lib -lRblas -lgfortran -lm -lquadmath -L/home/biocbuild/bbs-3.22-bioc/R/lib -lR installing to /home/biocbuild/bbs-3.22-bioc/R/site-library/00LOCK-graper/00new/graper/libs ** R ** byte-compile and prepare package for lazy loading ** help *** installing help indices ** building package indices ** installing vignettes ** testing if installed package can be loaded from temporary location ** checking absolute paths in shared objects and dynamic libraries ** testing if installed package can be loaded from final location ** testing if installed package keeps a record of temporary installation path * DONE (graper)
graper.Rcheck/tests/testthat.Rout
R version 4.5.1 Patched (2025-08-23 r88802) -- "Great Square Root"
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=-897.51
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-582.444
ELB improved by 315.066
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-522.818
ELB improved by 59.6254
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-485.176
ELB improved by 37.6421
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-466.678
ELB improved by 18.4976
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.032
ELB improved by 8.64679
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.505
ELB improved by 5.52647
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.509
ELB improved by 4.99588
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.17
ELB improved by 5.33901
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.217
ELB improved by 5.95338
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.061
ELB improved by 6.15551
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.687
ELB improved by 5.37474
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.8
ELB improved by 3.88653
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.309
ELB improved by 2.49116
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.733
ELB improved by 1.57571
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.675
ELB improved by 1.05789
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.907
ELB improved by 0.768689
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.308
ELB improved by 0.599011
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.815
ELB improved by 0.492396
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.395
ELB improved by 0.420764
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.025
ELB improved by 0.369776
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.693
ELB improved by 0.331713
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.391
ELB improved by 0.302193
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.112
ELB improved by 0.27865
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.853
ELB improved by 0.259574
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.609
ELB improved by 0.244116
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.377
ELB improved by 0.231865
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.154
ELB improved by 0.222704
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.937
ELB improved by 0.216691
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.723
ELB improved by 0.213898
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.509
ELB improved by 0.214144
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.293
ELB improved by 0.216607
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.073
ELB improved by 0.2196
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.852
ELB improved by 0.221083
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.632
ELB improved by 0.21995
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.415
ELB improved by 0.216787
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.202
ELB improved by 0.213065
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.992
ELB improved by 0.209853
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.785
ELB improved by 0.207418
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.579
ELB improved by 0.205504
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.376
ELB improved by 0.203665
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.174
ELB improved by 0.201432
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.976
ELB improved by 0.198384
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.782
ELB improved by 0.194191
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.593
ELB improved by 0.188648
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.411
ELB improved by 0.181702
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.238
ELB improved by 0.173476
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.074
ELB improved by 0.164257
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.919
ELB improved by 0.154477
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.774
ELB improved by 0.14468
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.639
ELB improved by 0.135486
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.511
ELB improved by 0.12757
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.39
ELB improved by 0.121638
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.271
ELB improved by 0.118379
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.153
ELB improved by 0.118288
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.032
ELB improved by 0.121246
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.906
ELB improved by 0.125924
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.776
ELB improved by 0.129652
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.646
ELB improved by 0.129958
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.519
ELB improved by 0.127412
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.392
ELB improved by 0.126912
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.255
ELB improved by 0.136816
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.084
ELB improved by 0.171187
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.822
ELB improved by 0.262359
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.341
ELB improved by 0.481076
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.464
ELB improved by 0.876369
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.242
ELB improved by 1.22187
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.038
ELB improved by 1.20431
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.978
ELB improved by 1.05961
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.971
ELB improved by 1.00689
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.863
ELB improved by 1.10812
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.584
ELB improved by 1.27974
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.806
ELB improved by 1.7779
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.471
ELB improved by 2.3349
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.935
ELB improved by 1.5355
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.27
ELB improved by 0.665367
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.974
ELB improved by 0.296328
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.805
ELB improved by 0.168657
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.679
ELB improved by 0.126146
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.565
ELB improved by 0.113557
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.452
ELB improved by 0.113586
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.331
ELB improved by 0.120541
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.199
ELB improved by 0.131997
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.054
ELB improved by 0.145285
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.902
ELB improved by 0.151905
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.764
ELB improved by 0.137906
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.659
ELB improved by 0.104597
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.588
ELB improved by 0.0714923
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.538
ELB improved by 0.0496931
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.501
ELB improved by 0.0376119
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.469
ELB improved by 0.0311806
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.442
ELB improved by 0.0279002
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.415
ELB improved by 0.02671
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.388
ELB improved by 0.0273185
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.358
ELB improved by 0.0297139
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.324
ELB improved by 0.0336416
iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.286
ELB improved by 0.0378736
iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.246
ELB improved by 0.0398355
iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.209
ELB improved by 0.0370643
iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.179
ELB improved by 0.0300138
iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.157
ELB improved by 0.0219477
iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.142
ELB improved by 0.0155111
iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.131
ELB improved by 0.0111934
iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.122
ELB improved by 0.00844252
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-841.112
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-575.246
ELB improved by 265.867
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-512.98
ELB improved by 62.2661
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-470.586
ELB improved by 42.3933
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.834
ELB improved by 18.7522
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.995
ELB improved by 6.83913
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.22
ELB improved by 3.77538
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.228
ELB improved by 2.99152
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.521
ELB improved by 2.70726
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.964
ELB improved by 2.55666
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.565
ELB improved by 2.399
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.398
ELB improved by 2.16727
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.548
ELB improved by 1.85017
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.06
ELB improved by 1.48794
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.917
ELB improved by 1.14279
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.058
ELB improved by 0.858486
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.414
ELB improved by 0.644836
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.923
ELB improved by 0.49051
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.543
ELB improved by 0.380105
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.242
ELB improved by 0.30128
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.997
ELB improved by 0.244911
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.793
ELB improved by 0.204127
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.619
ELB improved by 0.173917
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.468
ELB improved by 0.150865
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.335
ELB improved by 0.132745
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.217
ELB improved by 0.11813
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.111
ELB improved by 0.106086
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.015
ELB improved by 0.0959865
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.928
ELB improved by 0.0873972
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.848
ELB improved by 0.0800049
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.774
ELB improved by 0.0735795
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.706
ELB improved by 0.0679473
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.643
ELB improved by 0.0629747
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.585
ELB improved by 0.0585574
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.53
ELB improved by 0.0546123
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.479
ELB improved by 0.0510723
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.431
ELB improved by 0.0478825
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.386
ELB improved by 0.0449973
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.344
ELB improved by 0.0423786
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.304
ELB improved by 0.0399939
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.266
ELB improved by 0.0378158
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.23
ELB improved by 0.0358205
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.196
ELB improved by 0.0339876
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.164
ELB improved by 0.0322993
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.133
ELB improved by 0.0307403
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.104
ELB improved by 0.0292971
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.076
ELB improved by 0.0279578
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.049
ELB improved by 0.0267122
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.023
ELB improved by 0.0255512
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.999
ELB improved by 0.0244666
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.975
ELB improved by 0.0234512
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.953
ELB improved by 0.0224989
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.931
ELB improved by 0.0216037
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.911
ELB improved by 0.0207607
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.891
ELB improved by 0.0199652
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.871
ELB improved by 0.0192131
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.853
ELB improved by 0.0185005
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.835
ELB improved by 0.0178241
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.818
ELB improved by 0.0171807
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.801
ELB improved by 0.0165674
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.785
ELB improved by 0.0159818
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.77
ELB improved by 0.0154213
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.755
ELB improved by 0.0148839
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.741
ELB improved by 0.0143677
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.727
ELB improved by 0.0138709
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.713
ELB improved by 0.013392
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.701
ELB improved by 0.0129296
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.688
ELB improved by 0.0124827
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.676
ELB improved by 0.0120501
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.664
ELB improved by 0.011631
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.653
ELB improved by 0.0112248
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.642
ELB improved by 0.0108309
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.632
ELB improved by 0.0104488
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.622
ELB improved by 0.0100782
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.612
ELB improved by 0.0097188
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-913.797
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-591.253
ELB improved by 322.544
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-534.449
ELB improved by 56.8043
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-499.046
ELB improved by 35.4028
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-481.36
ELB improved by 17.6862
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-471.598
ELB improved by 9.76186
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.744
ELB improved by 6.85456
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.467
ELB improved by 6.27657
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.944
ELB improved by 6.52315
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.237
ELB improved by 6.70705
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.052
ELB improved by 6.18482
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.216
ELB improved by 4.83594
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.97
ELB improved by 3.24631
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.954
ELB improved by 2.01618
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.699
ELB improved by 1.25471
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.88
ELB improved by 0.819264
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.309
ELB improved by 0.57045
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.886
ELB improved by 0.422867
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.556
ELB improved by 0.330331
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.287
ELB improved by 0.26882
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.061
ELB improved by 0.225804
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.867
ELB improved by 0.194522
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.696
ELB improved by 0.171111
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.542
ELB improved by 0.153225
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.403
ELB improved by 0.139351
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.275
ELB improved by 0.128469
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.155
ELB improved by 0.11986
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.042
ELB improved by 0.113007
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.934
ELB improved by 0.107528
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.831
ELB improved by 0.103139
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.731
ELB improved by 0.0996234
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.635
ELB improved by 0.0968205
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.54
ELB improved by 0.0946103
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.447
ELB improved by 0.092908
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.355
ELB improved by 0.0916588
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.265
ELB improved by 0.0908358
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.174
ELB improved by 0.0904394
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.084
ELB improved by 0.0904988
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.993
ELB improved by 0.0910757
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.9
ELB improved by 0.0922699
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.806
ELB improved by 0.0942269
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.709
ELB improved by 0.0971427
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.608
ELB improved by 0.101255
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.501
ELB improved by 0.1068
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.387
ELB improved by 0.113889
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.265
ELB improved by 0.122294
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.133
ELB improved by 0.131247
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.994
ELB improved by 0.139568
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.848
ELB improved by 0.146339
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.696
ELB improved by 0.151633
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.54
ELB improved by 0.156433
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.378
ELB improved by 0.161876
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.209
ELB improved by 0.168763
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.031
ELB improved by 0.17762
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.842
ELB improved by 0.189009
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.638
ELB improved by 0.203888
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.414
ELB improved by 0.224071
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.161
ELB improved by 0.252944
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.865
ELB improved by 0.296186
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.505
ELB improved by 0.360166
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.063
ELB improved by 0.442079
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.543
ELB improved by 0.519629
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.964
ELB improved by 0.579084
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.317
ELB improved by 0.646841
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.565
ELB improved by 0.751955
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.699
ELB improved by 0.866871
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.794
ELB improved by 0.904055
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.933
ELB improved by 0.861064
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.125
ELB improved by 0.808658
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.432
ELB improved by 0.693137
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.927
ELB improved by 0.504513
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.59
ELB improved by 0.336809
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.355
ELB improved by 0.235497
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.173
ELB improved by 0.181928
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.022
ELB improved by 0.150997
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.891
ELB improved by 0.130399
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.776
ELB improved by 0.115238
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.673
ELB improved by 0.103089
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.581
ELB improved by 0.0921007
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.5
ELB improved by 0.080786
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.432
ELB improved by 0.068603
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.375
ELB improved by 0.0562435
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.33
ELB improved by 0.0449653
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.295
ELB improved by 0.0356378
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.266
ELB improved by 0.0284162
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.243
ELB improved by 0.0229931
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.224
ELB improved by 0.0189321
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.209
ELB improved by 0.0158485
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.195
ELB improved by 0.0134576
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.184
ELB improved by 0.0115639
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.174
ELB improved by 0.0100367
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.165
ELB improved by 0.00878746
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-903.545
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-562.674
ELB improved by 340.871
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-508.529
ELB improved by 54.1448
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-479.626
ELB improved by 28.9036
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-466.451
ELB improved by 13.1743
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.425
ELB improved by 7.02667
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.763
ELB improved by 5.66147
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.938
ELB improved by 5.82509
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.369
ELB improved by 6.56886
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.095
ELB improved by 7.27382
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.822
ELB improved by 7.27308
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.423
ELB improved by 6.39911
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.439
ELB improved by 4.98438
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.967
ELB improved by 3.47136
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.623
ELB improved by 2.34477
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.007
ELB improved by 1.61561
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.798
ELB improved by 1.20859
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.779
ELB improved by 1.01962
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.821
ELB improved by 0.957357
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.871
ELB improved by 0.950536
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.922
ELB improved by 0.948485
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.013
ELB improved by 0.909398
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.172
ELB improved by 0.841257
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.396
ELB improved by 0.775599
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.679
ELB improved by 0.717137
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.016
ELB improved by 0.662676
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.405
ELB improved by 0.610973
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.843
ELB improved by 0.562153
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.327
ELB improved by 0.516578
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.852
ELB improved by 0.474429
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.417
ELB improved by 0.435691
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.016
ELB improved by 0.400242
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.648
ELB improved by 0.367922
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.31
ELB improved by 0.338559
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.998
ELB improved by 0.311977
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.71
ELB improved by 0.287981
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.443
ELB improved by 0.266357
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.197
ELB improved by 0.246865
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.967
ELB improved by 0.229242
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.754
ELB improved by 0.213202
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.556
ELB improved by 0.198452
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.371
ELB improved by 0.184704
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.199
ELB improved by 0.171693
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.04
ELB improved by 0.159199
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.893
ELB improved by 0.147064
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.758
ELB improved by 0.135207
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.634
ELB improved by 0.123619
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.522
ELB improved by 0.112349
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.42
ELB improved by 0.101485
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.329
ELB improved by 0.0911218
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.248
ELB improved by 0.0813422
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.176
ELB improved by 0.0722046
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.112
ELB improved by 0.0637447
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.056
ELB improved by 0.0559821
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.007
ELB improved by 0.0489283
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.964
ELB improved by 0.0425883
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.928
ELB improved by 0.0369583
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.896
ELB improved by 0.0320207
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.868
ELB improved by 0.0277412
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.844
ELB improved by 0.02407
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.823
ELB improved by 0.0209455
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.804
ELB improved by 0.0183005
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.788
ELB improved by 0.0160673
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.774
ELB improved by 0.0141823
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.762
ELB improved by 0.0125883
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.75
ELB improved by 0.0112359
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.74
ELB improved by 0.0100836
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.731
ELB improved by 0.00909702
ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
>
> proc.time()
user system elapsed
2.138 0.190 2.316
graper.Rcheck/graper-Ex.timings
| name | user | system | elapsed | |
| coef.graper | 0.053 | 0.002 | 0.055 | |
| getPIPs | 0.048 | 0.004 | 0.052 | |
| graper | 0.081 | 0.004 | 0.086 | |
| makeExampleData | 0.010 | 0.001 | 0.011 | |
| makeExampleDataWithUnequalGroups | 0.012 | 0.000 | 0.013 | |
| plotELBO | 0.325 | 0.023 | 0.348 | |
| plotGroupPenalties | 1.087 | 0.042 | 1.129 | |
| plotPosterior | 0.640 | 0.007 | 0.646 | |
| predict.graper | 2.070 | 0.015 | 2.085 | |
| print.graper | 0.047 | 0.006 | 0.052 | |