Britta Velten
| Snapshot Date: 2026-03-18 13:40 -0400 (Wed, 18 Mar 2026) |
| 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 -0400 (Wed, 29 Oct 2025) |
| Back to Multiple platform build/check report for BioC 3.23: simplified long |
|
This page was generated on 2026-03-19 11:34 -0400 (Thu, 19 Mar 2026).
| Hostname | OS | Arch (*) | R version | Installed pkgs |
|---|---|---|---|---|
| nebbiolo1 | Linux (Ubuntu 24.04.3 LTS) | x86_64 | R Under development (unstable) (2026-03-05 r89546) -- "Unsuffered Consequences" | 4858 |
| kjohnson3 | macOS 13.7.7 Ventura | arm64 | R Under development (unstable) (2026-03-01 r89506) -- "Unsuffered Consequences" | 4060 |
| 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 931/2368 | 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 | ERROR | |||||||||
| See other builds for graper in R Universe. | ||||||||||||||
|
To the developers/maintainers of the graper package: - Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/graper.git to reflect on this report. See Troubleshooting Build Report for more information. - Use the following Renviron settings to reproduce errors and warnings. - If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information. |
| Package: graper |
| Version: 1.27.0 |
| 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: 2026-03-19 00:27:10 -0400 (Thu, 19 Mar 2026) |
| EndedAt: 2026-03-19 00:28:46 -0400 (Thu, 19 Mar 2026) |
| EllapsedTime: 95.2 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) (2026-03-05 r89546)
* 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 24.04.4 LTS
* using session charset: UTF-8
* current time: 2026-03-19 04:27:11 UTC
* 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 13.3.0-6ubuntu2~24.04.1) 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 13.3.0-6ubuntu2~24.04.1) 13.3.0’ g++ -std=gnu++20 -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++20 -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++20 -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) (2026-03-05 r89546) -- "Unsuffered Consequences"
Copyright (C) 2026 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu
R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.
R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.
Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.
> library(testthat)
> library(graper)
>
> test_check("graper")
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-847.214
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-574.836
ELB improved by 272.377
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-514.711
ELB improved by 60.1246
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-476.7
ELB improved by 38.0119
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.32
ELB improved by 16.3793
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.07
ELB improved by 7.25054
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.301
ELB improved by 4.76835
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.001
ELB improved by 4.30059
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.801
ELB improved by 4.19948
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.793
ELB improved by 4.00868
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.256
ELB improved by 3.53644
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.422
ELB improved by 2.83386
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.316
ELB improved by 2.10601
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.803
ELB improved by 1.51344
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.708
ELB improved by 1.09472
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.895
ELB improved by 0.813038
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.276
ELB improved by 0.619278
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.794
ELB improved by 0.481355
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.411
ELB improved by 0.383048
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.098
ELB improved by 0.313658
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.834
ELB improved by 0.264075
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.606
ELB improved by 0.227427
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.407
ELB improved by 0.19928
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.23
ELB improved by 0.176953
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.071
ELB improved by 0.158817
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.927
ELB improved by 0.143827
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.796
ELB improved by 0.131272
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.675
ELB improved by 0.12064
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.564
ELB improved by 0.111551
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.46
ELB improved by 0.103709
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.363
ELB improved by 0.0968859
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.272
ELB improved by 0.090896
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.187
ELB improved by 0.0855912
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.106
ELB improved by 0.0808513
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.029
ELB improved by 0.076578
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.957
ELB improved by 0.0726912
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.888
ELB improved by 0.0691258
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.822
ELB improved by 0.0658289
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.759
ELB improved by 0.0627582
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.699
ELB improved by 0.05988
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.642
ELB improved by 0.0571682
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.587
ELB improved by 0.0546026
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.535
ELB improved by 0.0521682
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.485
ELB improved by 0.0498542
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.438
ELB improved by 0.0476527
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.392
ELB improved by 0.0455584
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.349
ELB improved by 0.0435677
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.307
ELB improved by 0.0416782
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.267
ELB improved by 0.039888
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.229
ELB improved by 0.0381957
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.192
ELB improved by 0.0365997
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.157
ELB improved by 0.0350984
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.123
ELB improved by 0.0336898
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.091
ELB improved by 0.0323716
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.06
ELB improved by 0.0311412
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.03
ELB improved by 0.0299955
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.001
ELB improved by 0.0289313
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.973
ELB improved by 0.027945
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.946
ELB improved by 0.0270331
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.92
ELB improved by 0.0261918
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.894
ELB improved by 0.0254174
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.87
ELB improved by 0.0247062
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.846
ELB improved by 0.0240545
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.822
ELB improved by 0.0234588
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.799
ELB improved by 0.0229157
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.777
ELB improved by 0.0224219
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.755
ELB improved by 0.0219745
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.733
ELB improved by 0.0215704
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.712
ELB improved by 0.021207
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.691
ELB improved by 0.0208816
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.671
ELB improved by 0.0205919
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.65
ELB improved by 0.0203356
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.63
ELB improved by 0.0201104
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.61
ELB improved by 0.0199145
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.59
ELB improved by 0.0197458
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.571
ELB improved by 0.0196025
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.551
ELB improved by 0.019483
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.532
ELB improved by 0.0193854
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.513
ELB improved by 0.0193083
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.493
ELB improved by 0.01925
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.474
ELB improved by 0.0192089
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.455
ELB improved by 0.0191835
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.436
ELB improved by 0.0191724
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.417
ELB improved by 0.0191739
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.398
ELB improved by 0.0191867
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.378
ELB improved by 0.019209
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.359
ELB improved by 0.0192394
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.34
ELB improved by 0.0192763
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.32
ELB improved by 0.0193181
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.301
ELB improved by 0.0193632
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.282
ELB improved by 0.0194097
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.262
ELB improved by 0.0194562
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.243
ELB improved by 0.0195007
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.223
ELB improved by 0.0195415
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.204
ELB improved by 0.0195768
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.184
ELB improved by 0.0196048
iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.164
ELB improved by 0.0196235
iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.145
ELB improved by 0.019631
iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.125
ELB improved by 0.0196255
iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.106
ELB improved by 0.0196049
iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.086
ELB improved by 0.0195673
iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.066
ELB improved by 0.0195107
iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.047
ELB improved by 0.0194333
iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.028
ELB improved by 0.0193331
iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.008
ELB improved by 0.0192082
iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.989
ELB improved by 0.019057
iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.971
ELB improved by 0.0188778
iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.952
ELB improved by 0.0186692
iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.933
ELB improved by 0.01843
iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.915
ELB improved by 0.0181592
iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.897
ELB improved by 0.0178564
iteration 112
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.88
ELB improved by 0.0175214
iteration 113
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.863
ELB improved by 0.0171546
iteration 114
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.846
ELB improved by 0.0167571
iteration 115
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.83
ELB improved by 0.0163304
iteration 116
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.814
ELB improved by 0.0158769
iteration 117
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.798
ELB improved by 0.0153994
iteration 118
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.784
ELB improved by 0.0149017
iteration 119
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.769
ELB improved by 0.014388
iteration 120
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.755
ELB improved by 0.0138633
iteration 121
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.742
ELB improved by 0.0133328
iteration 122
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.729
ELB improved by 0.0128024
iteration 123
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.717
ELB improved by 0.0122781
iteration 124
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.705
ELB improved by 0.0117661
iteration 125
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.694
ELB improved by 0.0112727
iteration 126
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.683
ELB improved by 0.0108043
iteration 127
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.673
ELB improved by 0.0103671
iteration 128
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.663
ELB improved by 0.00996746
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-867.318
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-566.187
ELB improved by 301.131
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-505.119
ELB improved by 61.068
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-468.743
ELB improved by 36.3758
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.976
ELB improved by 14.7668
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.044
ELB improved by 6.93217
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.335
ELB improved by 4.70876
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.151
ELB improved by 4.18458
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.839
ELB improved by 4.31194
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.152
ELB improved by 4.68692
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.192
ELB improved by 4.96009
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.49
ELB improved by 4.70169
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.717
ELB improved by 3.77295
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.099
ELB improved by 2.61812
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.355
ELB improved by 1.74368
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.091
ELB improved by 1.26445
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.06
ELB improved by 1.03126
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.207
ELB improved by 0.852691
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.548
ELB improved by 0.658491
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.059
ELB improved by 0.48934
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.693
ELB improved by 0.366149
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.412
ELB improved by 0.280444
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.192
ELB improved by 0.220662
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.014
ELB improved by 0.178188
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.866
ELB improved by 0.147189
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.743
ELB improved by 0.123897
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.637
ELB improved by 0.105908
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.545
ELB improved by 0.091663
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.465
ELB improved by 0.0801238
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.394
ELB improved by 0.0705858
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.332
ELB improved by 0.0625634
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.276
ELB improved by 0.0557178
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.226
ELB improved by 0.0498095
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.181
ELB improved by 0.0446663
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.141
ELB improved by 0.0401613
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.105
ELB improved by 0.036198
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.072
ELB improved by 0.0327002
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.043
ELB improved by 0.0296058
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.016
ELB improved by 0.0268624
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.992
ELB improved by 0.0244255
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.969
ELB improved by 0.0222565
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.949
ELB improved by 0.020322
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.93
ELB improved by 0.0185928
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.913
ELB improved by 0.0170438
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.898
ELB improved by 0.0156533
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.883
ELB improved by 0.0144023
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.87
ELB improved by 0.0132744
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.858
ELB improved by 0.0122555
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.846
ELB improved by 0.0113333
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.836
ELB improved by 0.0104971
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.826
ELB improved by 0.00973746
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-826.724
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-579.861
ELB improved by 246.862
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-516.32
ELB improved by 63.5413
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-468.235
ELB improved by 48.0851
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.489
ELB improved by 22.7456
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.26
ELB improved by 9.22979
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.865
ELB improved by 4.39471
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.912
ELB improved by 2.95236
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.424
ELB improved by 2.48811
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.149
ELB improved by 2.27577
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.013
ELB improved by 2.13591
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.007
ELB improved by 2.00592
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.143
ELB improved by 1.86328
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.442
ELB improved by 1.7017
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.921
ELB improved by 1.52093
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.596
ELB improved by 1.32449
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.476
ELB improved by 1.12033
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.556
ELB improved by 0.920386
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.818
ELB improved by 0.737795
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.235
ELB improved by 0.582778
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.775
ELB improved by 0.459712
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.408
ELB improved by 0.367105
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.108
ELB improved by 0.299864
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.856
ELB improved by 0.251915
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.639
ELB improved by 0.217889
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.445
ELB improved by 0.193715
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.268
ELB improved by 0.176567
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.104
ELB improved by 0.164585
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.947
ELB improved by 0.156584
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.795
ELB improved by 0.151832
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.645
ELB improved by 0.149891
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.495
ELB improved by 0.150522
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.341
ELB improved by 0.153608
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.182
ELB improved by 0.159108
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.015
ELB improved by 0.167018
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.838
ELB improved by 0.177337
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.648
ELB improved by 0.190055
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.443
ELB improved by 0.205168
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.22
ELB improved by 0.222735
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.977
ELB improved by 0.243016
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.71
ELB improved by 0.266727
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.415
ELB improved by 0.295484
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.082
ELB improved by 0.332377
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.7
ELB improved by 0.381772
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.256
ELB improved by 0.444541
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.753
ELB improved by 0.503441
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.231
ELB improved by 0.521077
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.738
ELB improved by 0.493372
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.275
ELB improved by 0.463501
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.814
ELB improved by 0.460162
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.333
ELB improved by 0.481137
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.837
ELB improved by 0.495938
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.36
ELB improved by 0.477009
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.922
ELB improved by 0.437869
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.523
ELB improved by 0.39961
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.156
ELB improved by 0.366633
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.82
ELB improved by 0.33648
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.513
ELB improved by 0.306867
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.236
ELB improved by 0.277013
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.988
ELB improved by 0.247397
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.769
ELB improved by 0.219153
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.576
ELB improved by 0.19338
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.405
ELB improved by 0.170583
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.255
ELB improved by 0.150475
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.123
ELB improved by 0.132215
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.008
ELB improved by 0.114944
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.909
ELB improved by 0.0982861
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.827
ELB improved by 0.0824578
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.759
ELB improved by 0.0679954
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.704
ELB improved by 0.0553745
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.659
ELB improved by 0.0447991
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.623
ELB improved by 0.0362042
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.593
ELB improved by 0.0293592
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.569
ELB improved by 0.0239727
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.549
ELB improved by 0.0197583
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.533
ELB improved by 0.0164654
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.519
ELB improved by 0.0138873
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.507
ELB improved by 0.0118601
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.497
ELB improved by 0.0102559
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.488
ELB improved by 0.00897655
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-863.77
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-601.302
ELB improved by 262.468
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-541.061
ELB improved by 60.2413
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-495.928
ELB improved by 45.1331
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-472.569
ELB improved by 23.359
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.526
ELB improved by 11.0424
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.941
ELB improved by 7.58559
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.036
ELB improved by 6.90494
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.123
ELB improved by 6.91289
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.571
ELB improved by 6.55177
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.208
ELB improved by 5.36323
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.352
ELB improved by 3.85593
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.621
ELB improved by 2.73125
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.563
ELB improved by 2.0574
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.013
ELB improved by 1.55004
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.903
ELB improved by 1.11052
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.095
ELB improved by 0.807499
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.475
ELB improved by 0.620328
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.975
ELB improved by 0.500391
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.555
ELB improved by 0.419303
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.193
ELB improved by 0.362374
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.872
ELB improved by 0.320884
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.583
ELB improved by 0.28947
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.317
ELB improved by 0.265124
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.071
ELB improved by 0.246401
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.838
ELB improved by 0.232709
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.615
ELB improved by 0.223752
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.395
ELB improved by 0.219226
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.177
ELB improved by 0.218757
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.955
ELB improved by 0.221973
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.726
ELB improved by 0.228601
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.487
ELB improved by 0.238519
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.236
ELB improved by 0.251772
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.967
ELB improved by 0.268565
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.678
ELB improved by 0.289224
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.364
ELB improved by 0.314139
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.02
ELB improved by 0.343637
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.642
ELB improved by 0.377742
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.227
ELB improved by 0.415774
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.771
ELB improved by 0.455859
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.276
ELB improved by 0.494695
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.748
ELB improved by 0.527932
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.197
ELB improved by 0.550642
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.64
ELB improved by 0.557283
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.097
ELB improved by 0.543652
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.584
ELB improved by 0.512848
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.107
ELB improved by 0.476356
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.663
ELB improved by 0.444291
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.247
ELB improved by 0.415943
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.868
ELB improved by 0.379399
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.54
ELB improved by 0.327767
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.265
ELB improved by 0.274433
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.029
ELB improved by 0.236417
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.812
ELB improved by 0.217492
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.601
ELB improved by 0.210529
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.397
ELB improved by 0.203667
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.208
ELB improved by 0.189885
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.034
ELB improved by 0.173798
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.87
ELB improved by 0.16336
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.71
ELB improved by 0.159981
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.551
ELB improved by 0.159246
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.395
ELB improved by 0.156582
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.243
ELB improved by 0.151608
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.095
ELB improved by 0.147854
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.945
ELB improved by 0.150074
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.782
ELB improved by 0.162926
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.594
ELB improved by 0.1883
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.378
ELB improved by 0.21543
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.158
ELB improved by 0.220198
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.957
ELB improved by 0.200979
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.775
ELB improved by 0.181885
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.604
ELB improved by 0.171299
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.442
ELB improved by 0.162263
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.293
ELB improved by 0.148233
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.165
ELB improved by 0.128062
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.061
ELB improved by 0.104904
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.978
ELB improved by 0.0825766
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.915
ELB improved by 0.0633594
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.867
ELB improved by 0.0480542
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.83
ELB improved by 0.0365564
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.802
ELB improved by 0.0282593
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.779
ELB improved by 0.0223848
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.761
ELB improved by 0.0182209
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.746
ELB improved by 0.0152204
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.733
ELB improved by 0.013001
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.722
ELB improved by 0.0113083
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.712
ELB improved by 0.00997636
ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
>
> proc.time()
user system elapsed
2.422 0.197 2.609
graper.Rcheck/graper-Ex.timings
| name | user | system | elapsed | |
| coef.graper | 0.050 | 0.014 | 0.066 | |
| getPIPs | 0.050 | 0.012 | 0.062 | |
| graper | 0.084 | 0.016 | 0.100 | |
| makeExampleData | 0.009 | 0.002 | 0.011 | |
| makeExampleDataWithUnequalGroups | 0.012 | 0.001 | 0.013 | |
| plotELBO | 0.326 | 0.022 | 0.349 | |
| plotGroupPenalties | 1.086 | 0.046 | 1.134 | |
| plotPosterior | 0.631 | 0.024 | 0.655 | |
| predict.graper | 2.059 | 0.067 | 2.126 | |
| print.graper | 0.051 | 0.009 | 0.061 | |