Britta Velten
| Snapshot Date: 2026-03-12 13:40 -0400 (Thu, 12 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 2026-03-13 11:33 -0400 (Fri, 13 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" | 4819 |
| kjohnson3 | macOS 13.7.7 Ventura | arm64 | R Under development (unstable) (2026-03-01 r89506) -- "Unsuffered Consequences" | 4049 |
| 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 928/2360 | 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: 2026-03-12 23:54:23 -0400 (Thu, 12 Mar 2026) |
| EndedAt: 2026-03-12 23:55:56 -0400 (Thu, 12 Mar 2026) |
| EllapsedTime: 93.2 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: 2026-03-13 03:54:23 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=-849.37
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-585.479
ELB improved by 263.891
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-527.861
ELB improved by 57.6184
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-485.524
ELB improved by 42.3365
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-463.886
ELB improved by 21.6384
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.213
ELB improved by 9.67289
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.645
ELB improved by 5.56812
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.437
ELB improved by 4.20786
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.678
ELB improved by 3.75907
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.155
ELB improved by 3.52274
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.859
ELB improved by 3.29579
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.87
ELB improved by 2.98953
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.327
ELB improved by 2.54328
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.347
ELB improved by 1.9797
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.925
ELB improved by 1.42164
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.938
ELB improved by 0.986702
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.236
ELB improved by 0.702051
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.705
ELB improved by 0.531631
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.273
ELB improved by 0.431661
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.901
ELB improved by 0.372051
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.565
ELB improved by 0.33564
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.252
ELB improved by 0.313213
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.952
ELB improved by 0.299864
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.659
ELB improved by 0.292994
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.368
ELB improved by 0.291302
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.074
ELB improved by 0.294344
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.771
ELB improved by 0.302416
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.455
ELB improved by 0.316623
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.116
ELB improved by 0.338962
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.744
ELB improved by 0.371949
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.327
ELB improved by 0.416927
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.856
ELB improved by 0.471256
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.327
ELB improved by 0.528877
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.74
ELB improved by 0.586905
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.093
ELB improved by 0.647264
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.383
ELB improved by 0.709092
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.618
ELB improved by 0.76566
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.808
ELB improved by 0.810069
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.969
ELB improved by 0.839109
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.119
ELB improved by 0.850045
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.28
ELB improved by 0.838835
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.476
ELB improved by 0.803969
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.724
ELB improved by 0.75177
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.025
ELB improved by 0.699253
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.356
ELB improved by 0.668784
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.702
ELB improved by 0.65377
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.121
ELB improved by 0.58079
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.682
ELB improved by 0.439338
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.36
ELB improved by 0.322104
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.097
ELB improved by 0.263099
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.838
ELB improved by 0.25891
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.531
ELB improved by 0.306725
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.168
ELB improved by 0.362887
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.828
ELB improved by 0.340191
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.566
ELB improved by 0.262481
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.372
ELB improved by 0.193985
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.229
ELB improved by 0.142398
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.125
ELB improved by 0.104053
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.048
ELB improved by 0.0772288
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.989
ELB improved by 0.0593273
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.941
ELB improved by 0.0473558
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.902
ELB improved by 0.0389972
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.87
ELB improved by 0.0328095
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.842
ELB improved by 0.0279886
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.817
ELB improved by 0.0241024
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.797
ELB improved by 0.0209108
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.778
ELB improved by 0.0182658
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.762
ELB improved by 0.0160636
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.748
ELB improved by 0.0142235
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.735
ELB improved by 0.0126798
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.724
ELB improved by 0.0113782
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.714
ELB improved by 0.0102745
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.704
ELB improved by 0.00933296
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-842.534
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-554.056
ELB improved by 288.478
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-497.615
ELB improved by 56.4408
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.421
ELB improved by 33.1936
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.472
ELB improved by 12.949
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.5
ELB improved by 5.97194
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.178
ELB improved by 4.32202
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.319
ELB improved by 3.85926
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.522
ELB improved by 3.79706
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.684
ELB improved by 3.83765
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.853
ELB improved by 3.83098
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.182
ELB improved by 3.67173
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.919
ELB improved by 3.26238
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.296
ELB improved by 2.62309
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.366
ELB improved by 1.93053
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.001
ELB improved by 1.36464
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.019
ELB improved by 0.981581
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.283
ELB improved by 0.736337
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.713
ELB improved by 0.570609
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.262
ELB improved by 0.450723
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.9
ELB improved by 0.362094
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.603
ELB improved by 0.296909
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.354
ELB improved by 0.248864
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.141
ELB improved by 0.212711
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.957
ELB improved by 0.184615
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.795
ELB improved by 0.162063
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.651
ELB improved by 0.143474
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.523
ELB improved by 0.12784
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.409
ELB improved by 0.114491
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.306
ELB improved by 0.102955
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.213
ELB improved by 0.0928877
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.129
ELB improved by 0.084028
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.053
ELB improved by 0.0761768
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.984
ELB improved by 0.0691802
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.921
ELB improved by 0.0629181
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.863
ELB improved by 0.0572964
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.811
ELB improved by 0.0522394
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.763
ELB improved by 0.0476849
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.72
ELB improved by 0.0435802
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.68
ELB improved by 0.0398798
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.643
ELB improved by 0.0365429
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.61
ELB improved by 0.0335329
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.579
ELB improved by 0.0308164
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.551
ELB improved by 0.028363
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.525
ELB improved by 0.0261453
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.5
ELB improved by 0.0241382
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.478
ELB improved by 0.0223193
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.457
ELB improved by 0.0206688
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.438
ELB improved by 0.0191687
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.42
ELB improved by 0.0178033
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.404
ELB improved by 0.0165585
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.388
ELB improved by 0.015422
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.374
ELB improved by 0.0143828
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.361
ELB improved by 0.0134312
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.348
ELB improved by 0.0125588
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.336
ELB improved by 0.0117577
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.325
ELB improved by 0.0110214
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.315
ELB improved by 0.0103437
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.305
ELB improved by 0.00971922
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-868.071
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-572.028
ELB improved by 296.043
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-508.855
ELB improved by 63.1733
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-469.978
ELB improved by 38.8768
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.652
ELB improved by 16.3262
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.042
ELB improved by 6.61005
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.622
ELB improved by 4.42052
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.792
ELB improved by 3.82961
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.137
ELB improved by 3.65509
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.521
ELB improved by 3.61551
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.928
ELB improved by 3.59301
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.44
ELB improved by 3.48798
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.238
ELB improved by 3.20284
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.536
ELB improved by 2.70118
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.46
ELB improved by 2.07641
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.961
ELB improved by 1.49927
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.884
ELB improved by 1.07663
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.075
ELB improved by 0.809052
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.428
ELB improved by 0.647449
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.886
ELB improved by 0.541423
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.43
ELB improved by 0.456483
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.051
ELB improved by 0.378651
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.742
ELB improved by 0.308954
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.49
ELB improved by 0.251542
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.283
ELB improved by 0.207262
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.109
ELB improved by 0.174061
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.96
ELB improved by 0.149054
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.83
ELB improved by 0.129758
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.716
ELB improved by 0.114415
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.614
ELB improved by 0.10188
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.523
ELB improved by 0.0914209
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.44
ELB improved by 0.0825598
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.365
ELB improved by 0.0749694
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.297
ELB improved by 0.0684136
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.234
ELB improved by 0.062715
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.176
ELB improved by 0.0577353
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.123
ELB improved by 0.0533641
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.073
ELB improved by 0.0495119
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.027
ELB improved by 0.0461051
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.984
ELB improved by 0.0430827
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.944
ELB improved by 0.0403935
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.906
ELB improved by 0.0379946
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.87
ELB improved by 0.0358495
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.836
ELB improved by 0.033927
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.804
ELB improved by 0.0322008
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.773
ELB improved by 0.0306478
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.744
ELB improved by 0.0292485
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.716
ELB improved by 0.0279858
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.689
ELB improved by 0.0268449
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.663
ELB improved by 0.0258129
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.638
ELB improved by 0.0248788
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.614
ELB improved by 0.0240327
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.591
ELB improved by 0.0232662
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.569
ELB improved by 0.0225719
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.547
ELB improved by 0.0219434
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.525
ELB improved by 0.0213752
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.504
ELB improved by 0.0208623
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.484
ELB improved by 0.0204008
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.464
ELB improved by 0.0199871
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.444
ELB improved by 0.0196183
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.425
ELB improved by 0.0192919
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.406
ELB improved by 0.0190058
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.387
ELB improved by 0.0187586
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.369
ELB improved by 0.018549
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.35
ELB improved by 0.0183761
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.332
ELB improved by 0.0182395
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.314
ELB improved by 0.0181388
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.296
ELB improved by 0.0180742
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.278
ELB improved by 0.0180459
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.26
ELB improved by 0.0180547
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.242
ELB improved by 0.0181014
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.224
ELB improved by 0.0181871
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.205
ELB improved by 0.0183133
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.187
ELB improved by 0.0184817
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.168
ELB improved by 0.0186943
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.149
ELB improved by 0.0189534
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.13
ELB improved by 0.0192615
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.11
ELB improved by 0.0196218
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.09
ELB improved by 0.0200374
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.07
ELB improved by 0.0205123
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.049
ELB improved by 0.0210505
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.027
ELB improved by 0.0216567
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.005
ELB improved by 0.0223361
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.982
ELB improved by 0.0230944
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.958
ELB improved by 0.0239378
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.933
ELB improved by 0.0248733
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.907
ELB improved by 0.0259081
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.88
ELB improved by 0.0270506
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.851
ELB improved by 0.0283092
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.822
ELB improved by 0.0296932
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.791
ELB improved by 0.0312122
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.758
ELB improved by 0.0328761
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.723
ELB improved by 0.034695
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.686
ELB improved by 0.0366785
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.647
ELB improved by 0.0388355
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.606
ELB improved by 0.0411738
iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.563
ELB improved by 0.0436989
iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.516
ELB improved by 0.0464129
iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.467
ELB improved by 0.0493135
iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.414
ELB improved by 0.0523923
iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.359
ELB improved by 0.0556324
iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.3
ELB improved by 0.0590064
iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.237
ELB improved by 0.0624738
iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.171
ELB improved by 0.0659786
iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.102
ELB improved by 0.0694468
iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.029
ELB improved by 0.0727854
iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.953
ELB improved by 0.0758825
iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.875
ELB improved by 0.0786104
iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.794
ELB improved by 0.0808314
iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.711
ELB improved by 0.0824079
iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.628
ELB improved by 0.0832151
iteration 112
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.545
ELB improved by 0.0831566
iteration 113
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.463
ELB improved by 0.0821791
iteration 114
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.383
ELB improved by 0.0802831
iteration 115
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.305
ELB improved by 0.0775274
iteration 116
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.231
ELB improved by 0.0740252
iteration 117
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.161
ELB improved by 0.0699325
iteration 118
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.096
ELB improved by 0.0654303
iteration 119
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.035
ELB improved by 0.0607062
iteration 120
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.979
ELB improved by 0.0559363
iteration 121
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.928
ELB improved by 0.0512731
iteration 122
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.881
ELB improved by 0.0468377
iteration 123
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.838
ELB improved by 0.0427171
iteration 124
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.799
ELB improved by 0.0389669
iteration 125
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.764
ELB improved by 0.0356146
iteration 126
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.731
ELB improved by 0.0326652
iteration 127
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.701
ELB improved by 0.0301073
iteration 128
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.673
ELB improved by 0.0279175
iteration 129
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.647
ELB improved by 0.026065
iteration 130
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.622
ELB improved by 0.0245148
iteration 131
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.599
ELB improved by 0.0232304
iteration 132
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.577
ELB improved by 0.0221755
iteration 133
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.556
ELB improved by 0.0213147
iteration 134
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.535
ELB improved by 0.0206148
iteration 135
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.515
ELB improved by 0.0200452
iteration 136
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.495
ELB improved by 0.0195779
iteration 137
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.476
ELB improved by 0.0191877
iteration 138
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.457
ELB improved by 0.018853
iteration 139
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.439
ELB improved by 0.018555
iteration 140
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.42
ELB improved by 0.0182781
iteration 141
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.402
ELB improved by 0.0180097
iteration 142
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.385
ELB improved by 0.0177396
iteration 143
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.367
ELB improved by 0.0174599
iteration 144
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.35
ELB improved by 0.0171643
iteration 145
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.333
ELB improved by 0.016848
iteration 146
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.317
ELB improved by 0.0165072
iteration 147
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.301
ELB improved by 0.0161391
iteration 148
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.285
ELB improved by 0.0157414
iteration 149
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.27
ELB improved by 0.0153129
iteration 150
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.255
ELB improved by 0.0148528
iteration 151
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.24
ELB improved by 0.0143614
iteration 152
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.227
ELB improved by 0.01384
iteration 153
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.213
ELB improved by 0.013291
iteration 154
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.201
ELB improved by 0.0127179
iteration 155
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.188
ELB improved by 0.0121255
iteration 156
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.177
ELB improved by 0.0115192
iteration 157
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.166
ELB improved by 0.0109049
iteration 158
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.156
ELB improved by 0.0102888
iteration 159
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.146
ELB improved by 0.00967696
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-803.115
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-575.855
ELB improved by 227.26
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-513.223
ELB improved by 62.6322
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.747
ELB improved by 53.4755
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.047
ELB improved by 30.7003
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.924
ELB improved by 12.1222
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.261
ELB improved by 5.66379
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.517
ELB improved by 3.74411
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.517
ELB improved by 2.99948
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.756
ELB improved by 2.76099
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.988
ELB improved by 2.76782
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.112
ELB improved by 2.87599
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.135
ELB improved by 2.97731
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.176
ELB improved by 2.95941
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.444
ELB improved by 2.73124
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.142
ELB improved by 2.30276
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.336
ELB improved by 1.80558
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.954
ELB improved by 1.38242
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.872
ELB improved by 1.08143
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.995
ELB improved by 0.877029
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.256
ELB improved by 0.739351
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.603
ELB improved by 0.653138
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.999
ELB improved by 0.603932
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.422
ELB improved by 0.576953
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.86
ELB improved by 0.561306
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.31
ELB improved by 0.550208
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.77
ELB improved by 0.539918
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.241
ELB improved by 0.528956
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.724
ELB improved by 0.517495
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.217
ELB improved by 0.506753
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.719
ELB improved by 0.498379
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.225
ELB improved by 0.493984
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.73
ELB improved by 0.494862
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.228
ELB improved by 0.501899
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.712
ELB improved by 0.515582
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-371.176
ELB improved by 0.535915
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.615
ELB improved by 0.561825
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-370.025
ELB improved by 0.589335
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-369.416
ELB improved by 0.609188
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.806
ELB improved by 0.609931
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-368.215
ELB improved by 0.591205
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.644
ELB improved by 0.57147
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-367.064
ELB improved by 0.579721
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-366.404
ELB improved by 0.659674
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-365.428
ELB improved by 0.976213
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-363.425
ELB improved by 2.00265
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-361.092
ELB improved by 2.33297
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-359.675
ELB improved by 1.41704
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-358.788
ELB improved by 0.887702
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-358.13
ELB improved by 0.657646
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-357.704
ELB improved by 0.426255
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-357.48
ELB improved by 0.223287
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-357.359
ELB improved by 0.121227
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-357.282
ELB improved by 0.0771188
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-357.226
ELB improved by 0.055703
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-357.183
ELB improved by 0.0435008
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-357.147
ELB improved by 0.0356015
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-357.117
ELB improved by 0.0300033
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-357.091
ELB improved by 0.0257823
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-357.069
ELB improved by 0.0224622
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-357.049
ELB improved by 0.0197723
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-357.032
ELB improved by 0.0175456
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-357.016
ELB improved by 0.0156723
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-357.002
ELB improved by 0.0140764
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-356.989
ELB improved by 0.0127037
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-356.978
ELB improved by 0.0115139
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-356.967
ELB improved by 0.0104762
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-356.958
ELB improved by 0.00956677
ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
>
> proc.time()
user system elapsed
2.373 0.203 2.562
graper.Rcheck/graper-Ex.timings
| name | user | system | elapsed | |
| coef.graper | 0.054 | 0.013 | 0.068 | |
| getPIPs | 0.048 | 0.014 | 0.062 | |
| graper | 0.085 | 0.015 | 0.099 | |
| makeExampleData | 0.011 | 0.000 | 0.010 | |
| makeExampleDataWithUnequalGroups | 0.009 | 0.004 | 0.013 | |
| plotELBO | 0.315 | 0.029 | 0.344 | |
| plotGroupPenalties | 1.094 | 0.050 | 1.145 | |
| plotPosterior | 0.637 | 0.019 | 0.657 | |
| predict.graper | 2.047 | 0.068 | 2.114 | |
| print.graper | 0.049 | 0.013 | 0.062 | |