Britta Velten
| Snapshot Date: 2026-03-29 13:40 -0400 (Sun, 29 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 Build/check report for BioC 3.23: simplified long |
|
This page was generated on 2026-03-30 13:20 -0400 (Mon, 30 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" | 4883 |
| Click on any hostname to see more info about the system (e.g. compilers) (*) as reported by 'uname -p', except on Windows and Mac OS X | ||||
| Package 933/2372 | 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 | | ||||||||
| 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: 2026-03-30 00:12:13 -0400 (Mon, 30 Mar 2026) |
| EndedAt: 2026-03-30 00:13:46 -0400 (Mon, 30 Mar 2026) |
| EllapsedTime: 93.4 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: 2026-03-30 04:12:13 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=-885.327
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-592.237
ELB improved by 293.09
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-532.845
ELB improved by 59.3919
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-495.64
ELB improved by 37.2057
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-477.663
ELB improved by 17.9762
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-468.977
ELB improved by 8.68624
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-462.975
ELB improved by 6.00161
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.395
ELB improved by 5.58007
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.482
ELB improved by 5.91371
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.015
ELB improved by 6.46703
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.353
ELB improved by 6.66136
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.415
ELB improved by 5.93813
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.998
ELB improved by 4.41707
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.093
ELB improved by 2.90518
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.239
ELB improved by 1.8544
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.014
ELB improved by 1.22458
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.157
ELB improved by 0.857223
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.523
ELB improved by 0.633768
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.034
ELB improved by 0.488458
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.646
ELB improved by 0.388239
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.33
ELB improved by 0.315969
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.068
ELB improved by 0.261976
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.848
ELB improved by 0.220478
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.66
ELB improved by 0.187878
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.498
ELB improved by 0.161852
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.357
ELB improved by 0.140823
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.234
ELB improved by 0.123677
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.124
ELB improved by 0.109594
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.026
ELB improved by 0.0979526
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.938
ELB improved by 0.0882738
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.858
ELB improved by 0.0801819
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.784
ELB improved by 0.073381
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.717
ELB improved by 0.067637
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.654
ELB improved by 0.0627644
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.595
ELB improved by 0.0586156
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.54
ELB improved by 0.0550729
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.488
ELB improved by 0.052042
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.439
ELB improved by 0.0494471
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.391
ELB improved by 0.0472268
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.346
ELB improved by 0.0453312
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.302
ELB improved by 0.0437198
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.26
ELB improved by 0.0423592
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.219
ELB improved by 0.0412225
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.178
ELB improved by 0.0402874
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.139
ELB improved by 0.0395362
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.1
ELB improved by 0.0389548
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.061
ELB improved by 0.0385322
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.023
ELB improved by 0.0382606
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.985
ELB improved by 0.0381347
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.947
ELB improved by 0.0381516
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.909
ELB improved by 0.0383114
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.87
ELB improved by 0.0386162
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.831
ELB improved by 0.0390713
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.791
ELB improved by 0.0396847
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.751
ELB improved by 0.0404675
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.709
ELB improved by 0.0414348
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.667
ELB improved by 0.0426057
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.623
ELB improved by 0.0440045
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.577
ELB improved by 0.0456615
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.529
ELB improved by 0.0476142
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.48
ELB improved by 0.049909
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.427
ELB improved by 0.052603
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.371
ELB improved by 0.0557664
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.312
ELB improved by 0.0594858
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.248
ELB improved by 0.0638673
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.179
ELB improved by 0.0690413
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.104
ELB improved by 0.0751681
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.021
ELB improved by 0.082444
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.93
ELB improved by 0.0911093
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.829
ELB improved by 0.101457
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.715
ELB improved by 0.113846
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.586
ELB improved by 0.12871
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.439
ELB improved by 0.146579
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.271
ELB improved by 0.168099
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.077
ELB improved by 0.194062
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.852
ELB improved by 0.225435
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.588
ELB improved by 0.263383
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.279
ELB improved by 0.309179
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.915
ELB improved by 0.363831
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.488
ELB improved by 0.427007
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.993
ELB improved by 0.495181
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.433
ELB improved by 0.560212
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.823
ELB improved by 0.610291
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.191
ELB improved by 0.632114
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.577
ELB improved by 0.613875
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.024
ELB improved by 0.553255
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.56
ELB improved by 0.463703
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.193
ELB improved by 0.367093
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.912
ELB improved by 0.280759
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.7
ELB improved by 0.212474
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.537
ELB improved by 0.162831
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.408
ELB improved by 0.129026
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.3
ELB improved by 0.1072
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.207
ELB improved by 0.0933451
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.123
ELB improved by 0.0836521
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.048
ELB improved by 0.0751702
iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.982
ELB improved by 0.0667276
iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.923
ELB improved by 0.0589425
iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.87
ELB improved by 0.0529275
iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.821
ELB improved by 0.0491461
iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.773
ELB improved by 0.0473143
iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.727
ELB improved by 0.0467043
iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.68
ELB improved by 0.046285
iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.635
ELB improved by 0.0448447
iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.594
ELB improved by 0.0414154
iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.558
ELB improved by 0.035886
iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.529
ELB improved by 0.0291611
iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.506
ELB improved by 0.0225504
iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.489
ELB improved by 0.0169942
iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.477
ELB improved by 0.0127977
iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.467
ELB improved by 0.009826
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-845.372
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-548.683
ELB improved by 296.689
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-490.128
ELB improved by 58.5554
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.445
ELB improved by 33.6827
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.69
ELB improved by 13.7552
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.879
ELB improved by 5.8112
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.533
ELB improved by 3.34565
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.979
ELB improved by 2.55394
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.727
ELB improved by 2.25205
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.595
ELB improved by 2.13203
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.492
ELB improved by 2.10314
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.364
ELB improved by 2.12819
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.184
ELB improved by 2.17952
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.966
ELB improved by 2.21845
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.776
ELB improved by 2.19008
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.732
ELB improved by 2.04432
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.956
ELB improved by 1.77519
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.523
ELB improved by 1.43301
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.435
ELB improved by 1.08813
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.641
ELB improved by 0.794403
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.063
ELB improved by 0.577529
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.629
ELB improved by 0.434537
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.282
ELB improved by 0.346423
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.989
ELB improved by 0.293472
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.727
ELB improved by 0.26159
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.485
ELB improved by 0.242127
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.255
ELB improved by 0.230052
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.033
ELB improved by 0.222454
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.815
ELB improved by 0.217605
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.601
ELB improved by 0.214452
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.388
ELB improved by 0.212335
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.177
ELB improved by 0.210844
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.968
ELB improved by 0.20974
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.759
ELB improved by 0.208904
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.55
ELB improved by 0.208312
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.342
ELB improved by 0.208016
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.134
ELB improved by 0.208125
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.925
ELB improved by 0.208791
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.715
ELB improved by 0.210193
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.503
ELB improved by 0.212522
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.287
ELB improved by 0.215966
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.066
ELB improved by 0.220688
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.839
ELB improved by 0.22681
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.605
ELB improved by 0.234389
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.362
ELB improved by 0.243391
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.108
ELB improved by 0.253664
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.843
ELB improved by 0.264912
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.566
ELB improved by 0.276685
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.278
ELB improved by 0.288389
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.979
ELB improved by 0.299353
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.67
ELB improved by 0.308992
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.352
ELB improved by 0.317147
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.028
ELB improved by 0.324702
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.693
ELB improved by 0.334466
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.342
ELB improved by 0.351416
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.964
ELB improved by 0.378016
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.564
ELB improved by 0.399454
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.181
ELB improved by 0.383238
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.856
ELB improved by 0.324779
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.602
ELB improved by 0.254333
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.409
ELB improved by 0.193155
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.263
ELB improved by 0.146222
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.15
ELB improved by 0.112883
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.058
ELB improved by 0.0913501
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.979
ELB improved by 0.0795857
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.903
ELB improved by 0.0754709
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.827
ELB improved by 0.0764941
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.748
ELB improved by 0.0791012
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.669
ELB improved by 0.0789534
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.596
ELB improved by 0.0732391
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.533
ELB improved by 0.0628329
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.482
ELB improved by 0.0509952
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.441
ELB improved by 0.0404432
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.409
ELB improved by 0.0322243
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.383
ELB improved by 0.0262385
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.361
ELB improved by 0.0219747
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.342
ELB improved by 0.0189141
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.325
ELB improved by 0.0166597
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.31
ELB improved by 0.0149414
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.297
ELB improved by 0.0135846
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.284
ELB improved by 0.0124791
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.273
ELB improved by 0.0115548
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.262
ELB improved by 0.0107669
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.252
ELB improved by 0.0100859
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.242
ELB improved by 0.00949195
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-886.029
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-572.056
ELB improved by 313.973
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-513.025
ELB improved by 59.0309
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-479.314
ELB improved by 33.7102
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-465.787
ELB improved by 13.5275
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.014
ELB improved by 5.77296
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.111
ELB improved by 3.90331
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.764
ELB improved by 3.34696
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.663
ELB improved by 3.10056
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.709
ELB improved by 2.9537
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.876
ELB improved by 2.83388
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.157
ELB improved by 2.71894
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.558
ELB improved by 2.59857
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.1
ELB improved by 2.45786
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.826
ELB improved by 2.27459
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.8
ELB improved by 2.026
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.091
ELB improved by 1.70818
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.734
ELB improved by 1.35758
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.7
ELB improved by 1.03403
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.923
ELB improved by 0.776682
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.333
ELB improved by 0.590438
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.871
ELB improved by 0.461632
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.498
ELB improved by 0.373366
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.186
ELB improved by 0.311959
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.918
ELB improved by 0.267971
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.682
ELB improved by 0.23535
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.472
ELB improved by 0.21033
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.282
ELB improved by 0.19056
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.107
ELB improved by 0.174546
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.946
ELB improved by 0.161304
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.796
ELB improved by 0.15017
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.655
ELB improved by 0.140685
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.522
ELB improved by 0.132535
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.397
ELB improved by 0.125499
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.277
ELB improved by 0.119426
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.163
ELB improved by 0.114204
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.053
ELB improved by 0.109748
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.947
ELB improved by 0.105988
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.845
ELB improved by 0.102865
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.744
ELB improved by 0.100331
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.646
ELB improved by 0.0983503
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.549
ELB improved by 0.0969017
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.453
ELB improved by 0.095982
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.357
ELB improved by 0.0956073
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.262
ELB improved by 0.0958146
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.165
ELB improved by 0.0966646
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.067
ELB improved by 0.0982437
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.966
ELB improved by 0.100668
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.862
ELB improved by 0.10409
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.753
ELB improved by 0.108698
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.639
ELB improved by 0.11473
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.516
ELB improved by 0.122465
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.384
ELB improved by 0.132222
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.24
ELB improved by 0.144327
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.08
ELB improved by 0.15905
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.904
ELB improved by 0.176493
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.708
ELB improved by 0.196426
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.489
ELB improved by 0.218152
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.249
ELB improved by 0.240508
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.987
ELB improved by 0.262102
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.705
ELB improved by 0.281674
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.407
ELB improved by 0.298268
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.096
ELB improved by 0.311068
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.777
ELB improved by 0.319126
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.455
ELB improved by 0.321318
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.139
ELB improved by 0.316672
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.834
ELB improved by 0.30492
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.547
ELB improved by 0.286925
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.282
ELB improved by 0.264657
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.041
ELB improved by 0.240671
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.824
ELB improved by 0.217389
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.628
ELB improved by 0.19657
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.448
ELB improved by 0.179121
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.283
ELB improved by 0.165227
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.129
ELB improved by 0.154586
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.982
ELB improved by 0.146528
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.842
ELB improved by 0.139891
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.709
ELB improved by 0.132857
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.586
ELB improved by 0.123356
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.476
ELB improved by 0.110316
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.381
ELB improved by 0.0946492
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.302
ELB improved by 0.078558
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.239
ELB improved by 0.0639307
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.187
ELB improved by 0.0515989
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.145
ELB improved by 0.041596
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.112
ELB improved by 0.0336163
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.084
ELB improved by 0.0272873
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.062
ELB improved by 0.0222714
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.044
ELB improved by 0.0182912
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.029
ELB improved by 0.0151257
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.016
ELB improved by 0.0126017
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.006
ELB improved by 0.0105831
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.997
ELB improved by 0.00896386
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-887.301
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-556.531
ELB improved by 330.77
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-500.879
ELB improved by 55.6519
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-469.63
ELB improved by 31.2487
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.737
ELB improved by 11.8932
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.32
ELB improved by 4.417
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.769
ELB improved by 2.55122
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.722
ELB improved by 2.04717
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.793
ELB improved by 1.92914
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.818
ELB improved by 1.9744
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.704
ELB improved by 2.11388
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.387
ELB improved by 2.31755
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.828
ELB improved by 2.55934
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.035
ELB improved by 2.79293
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.099
ELB improved by 2.93529
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.212
ELB improved by 2.88754
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.614
ELB improved by 2.59744
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.504
ELB improved by 2.11014
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.933
ELB improved by 1.57072
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.807
ELB improved by 1.12675
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.98
ELB improved by 0.826394
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.337
ELB improved by 0.643134
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.801
ELB improved by 0.535692
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.328
ELB improved by 0.473162
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.892
ELB improved by 0.436722
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.476
ELB improved by 0.415679
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.072
ELB improved by 0.404279
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.672
ELB improved by 0.400045
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.269
ELB improved by 0.402978
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.854
ELB improved by 0.414626
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.419
ELB improved by 0.435288
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.959
ELB improved by 0.459605
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.481
ELB improved by 0.478108
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.997
ELB improved by 0.484266
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.525
ELB improved by 0.47178
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.084
ELB improved by 0.440868
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.677
ELB improved by 0.407175
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.295
ELB improved by 0.381451
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.933
ELB improved by 0.36239
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.586
ELB improved by 0.346841
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.253
ELB improved by 0.333323
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.932
ELB improved by 0.321309
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.621
ELB improved by 0.310583
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.32
ELB improved by 0.30101
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.028
ELB improved by 0.292453
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.743
ELB improved by 0.284766
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.465
ELB improved by 0.277809
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.194
ELB improved by 0.271474
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.928
ELB improved by 0.265707
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.667
ELB improved by 0.260508
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.411
ELB improved by 0.255926
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.159
ELB improved by 0.252051
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.91
ELB improved by 0.249041
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.663
ELB improved by 0.247235
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.416
ELB improved by 0.247381
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.165
ELB improved by 0.251052
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.903
ELB improved by 0.261275
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.621
ELB improved by 0.28262
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.305
ELB improved by 0.315618
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.971
ELB improved by 0.334254
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.686
ELB improved by 0.285035
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.499
ELB improved by 0.186919
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.385
ELB improved by 0.114079
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.309
ELB improved by 0.0760776
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.254
ELB improved by 0.0545109
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.214
ELB improved by 0.040217
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.184
ELB improved by 0.0301408
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.161
ELB improved by 0.0229544
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.143
ELB improved by 0.0178303
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.129
ELB improved by 0.0141778
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.117
ELB improved by 0.0115674
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.108
ELB improved by 0.00969061
ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
>
> proc.time()
user system elapsed
2.359 0.198 2.546
graper.Rcheck/graper-Ex.timings
| name | user | system | elapsed | |
| coef.graper | 0.051 | 0.017 | 0.067 | |
| getPIPs | 0.051 | 0.011 | 0.063 | |
| graper | 0.083 | 0.018 | 0.101 | |
| makeExampleData | 0.008 | 0.002 | 0.011 | |
| makeExampleDataWithUnequalGroups | 0.008 | 0.005 | 0.013 | |
| plotELBO | 0.322 | 0.035 | 0.359 | |
| plotGroupPenalties | 1.078 | 0.047 | 1.126 | |
| plotPosterior | 0.617 | 0.020 | 0.639 | |
| predict.graper | 2.043 | 0.081 | 2.125 | |
| print.graper | 0.049 | 0.013 | 0.062 | |