Britta Velten
| Snapshot Date: 2026-04-17 13:40 -0400 (Fri, 17 Apr 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 2026-04-18 11:36 -0400 (Sat, 18 Apr 2026).
| Hostname | OS | Arch (*) | R version | Installed pkgs |
|---|---|---|---|---|
| nebbiolo1 | Linux (Ubuntu 24.04.4 LTS) | x86_64 | 4.6.0 alpha (2026-04-05 r89794) | 4957 |
| kjohnson3 | macOS 13.7.7 Ventura | arm64 | 4.6.0 alpha (2026-04-08 r89818) | 4686 |
| kunpeng2 | Linux (openEuler 24.03 LTS) | aarch64 | R Under development (unstable) (2025-02-19 r87757) -- "Unsuffered Consequences" | 4627 |
| 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 938/2404 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
| graper 1.27.0 (landing page) Britta Velten
| nebbiolo1 | Linux (Ubuntu 24.04.4 LTS) / x86_64 | OK | OK | OK | | ||||||||
| kjohnson3 | macOS 13.7.7 Ventura / arm64 | OK | OK | OK | OK | | ||||||||
| kunpeng2 | Linux (openEuler 24.03 LTS) / aarch64 | 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: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:graper.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings graper_1.27.0.tar.gz |
| StartedAt: 2026-04-17 20:04:53 -0400 (Fri, 17 Apr 2026) |
| EndedAt: 2026-04-17 20:05:25 -0400 (Fri, 17 Apr 2026) |
| EllapsedTime: 31.5 seconds |
| RetCode: 0 |
| Status: OK |
| CheckDir: graper.Rcheck |
| Warnings: 0 |
##############################################################################
##############################################################################
###
### Running command:
###
### /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:graper.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings graper_1.27.0.tar.gz
###
##############################################################################
##############################################################################
* using log directory ‘/Users/biocbuild/bbs-3.23-bioc/meat/graper.Rcheck’
* using R version 4.6.0 alpha (2026-04-08 r89818)
* using platform: aarch64-apple-darwin23
* R was compiled by
Apple clang version 17.0.0 (clang-1700.3.19.1)
GNU Fortran (GCC) 14.2.0
* running under: macOS Tahoe 26.3.1
* using session charset: UTF-8
* current time: 2026-04-18 00:04:54 UTC
* using option ‘--no-vignettes’
* 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: ‘Apple clang version 17.0.0 (clang-1700.6.4.2)’
* used SDK: ‘MacOSX26.2.sdk’
* 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 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 running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE
Status: 1 NOTE
See
‘/Users/biocbuild/bbs-3.23-bioc/meat/graper.Rcheck/00check.log’
for details.
graper.Rcheck/00install.out
############################################################################## ############################################################################## ### ### Running command: ### ### /Library/Frameworks/R.framework/Resources/bin/R CMD INSTALL graper ### ############################################################################## ############################################################################## * installing to library ‘/Library/Frameworks/R.framework/Versions/4.6/Resources/library’ * installing *source* package ‘graper’ ... ** this is package ‘graper’ version ‘1.27.0’ ** using staged installation ** libs using C++ compiler: ‘Apple clang version 17.0.0 (clang-1700.6.4.2)’ using SDK: ‘MacOSX26.2.sdk’ clang++ -arch arm64 -std=gnu++20 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BH/include' -I/opt/R/arm64/include -fPIC -falign-functions=64 -Wall -g -O2 -c RcppExports.cpp -o RcppExports.o clang++ -arch arm64 -std=gnu++20 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BH/include' -I/opt/R/arm64/include -fPIC -falign-functions=64 -Wall -g -O2 -c fit_graper.cpp -o fit_graper.o clang++ -arch arm64 -std=gnu++20 -dynamiclib -Wl,-headerpad_max_install_names -undefined dynamic_lookup -L/Library/Frameworks/R.framework/Resources/lib -L/opt/R/arm64/lib -o graper.so RcppExports.o fit_graper.o -L/Library/Frameworks/R.framework/Resources/lib -lRlapack -L/Library/Frameworks/R.framework/Resources/lib -lRblas -L/opt/gfortran/lib/gcc/aarch64-apple-darwin20.0/14.2.0 -L/opt/gfortran/lib -lemutls_w -lheapt_w -lgfortran -lquadmath -F/Library/Frameworks/R.framework/.. -framework R installing to /Library/Frameworks/R.framework/Versions/4.6/Resources/library/00LOCK-graper/00new/graper/libs ** R ** byte-compile and prepare package for lazy loading ** help *** installing help indices ** building package indices ** installing vignettes ** testing if installed package can be loaded from temporary location ** checking absolute paths in shared objects and dynamic libraries ** testing if installed package can be loaded from final location ** testing if installed package keeps a record of temporary installation path * DONE (graper)
graper.Rcheck/tests/testthat.Rout
R version 4.6.0 alpha (2026-04-08 r89818)
Copyright (C) 2026 The R Foundation for Statistical Computing
Platform: aarch64-apple-darwin23
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=-836.038
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-537.307
ELB improved by 298.731
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-479.202
ELB improved by 58.1054
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.792
ELB improved by 28.4096
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.474
ELB improved by 11.3185
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.285
ELB improved by 5.18888
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.924
ELB improved by 3.3607
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.216
ELB improved by 2.70872
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.824
ELB improved by 2.39197
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.642
ELB improved by 2.18211
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.635
ELB improved by 2.00607
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.793
ELB improved by 1.84209
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.11
ELB improved by 1.6834
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.583
ELB improved by 1.52694
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.213
ELB improved by 1.37022
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.001
ELB improved by 1.21135
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.951
ELB improved by 1.05006
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.063
ELB improved by 0.888554
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.331
ELB improved by 0.73172
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.745
ELB improved by 0.586422
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.285
ELB improved by 0.459696
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.929
ELB improved by 0.356228
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.652
ELB improved by 0.276729
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.434
ELB improved by 0.218349
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.257
ELB improved by 0.176465
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.111
ELB improved by 0.146423
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.986
ELB improved by 0.124463
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.878
ELB improved by 0.107904
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.783
ELB improved by 0.0949741
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.699
ELB improved by 0.0845408
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.623
ELB improved by 0.0758874
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.555
ELB improved by 0.0685551
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.492
ELB improved by 0.0622416
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.436
ELB improved by 0.0567406
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.384
ELB improved by 0.0519047
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.336
ELB improved by 0.0476247
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.292
ELB improved by 0.0438164
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.252
ELB improved by 0.040413
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.214
ELB improved by 0.0373603
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.18
ELB improved by 0.0346135
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.148
ELB improved by 0.0321349
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.118
ELB improved by 0.0298927
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.09
ELB improved by 0.0278596
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.064
ELB improved by 0.0260123
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.04
ELB improved by 0.0243305
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.017
ELB improved by 0.0227965
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.995
ELB improved by 0.0213949
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.975
ELB improved by 0.0201123
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.956
ELB improved by 0.0189367
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.938
ELB improved by 0.0178578
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.922
ELB improved by 0.0168661
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.906
ELB improved by 0.0159535
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.891
ELB improved by 0.0151125
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.876
ELB improved by 0.0143368
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.863
ELB improved by 0.0136203
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.85
ELB improved by 0.0129578
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.837
ELB improved by 0.0123446
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.825
ELB improved by 0.0117764
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.814
ELB improved by 0.0112494
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.803
ELB improved by 0.0107601
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.793
ELB improved by 0.0103053
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.783
ELB improved by 0.00988217
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-877.675
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-555.387
ELB improved by 322.288
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-499.259
ELB improved by 56.1278
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-470.706
ELB improved by 28.5524
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.396
ELB improved by 11.3105
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.085
ELB improved by 5.31136
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.803
ELB improved by 3.28181
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.097
ELB improved by 2.70623
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.472
ELB improved by 2.62497
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.76
ELB improved by 2.71187
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.903
ELB improved by 2.8563
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.942
ELB improved by 2.96102
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.055
ELB improved by 2.88789
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.54
ELB improved by 2.51493
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.615
ELB improved by 1.925
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.237
ELB improved by 1.37777
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.216
ELB improved by 1.02125
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.385
ELB improved by 0.830926
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.655
ELB improved by 0.729354
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.988
ELB improved by 0.667715
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.358
ELB improved by 0.629518
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.752
ELB improved by 0.606354
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.162
ELB improved by 0.590046
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.588
ELB improved by 0.573471
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.037
ELB improved by 0.551062
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.516
ELB improved by 0.520661
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.031
ELB improved by 0.485026
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.582
ELB improved by 0.449387
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.164
ELB improved by 0.417716
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.772
ELB improved by 0.3919
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.4
ELB improved by 0.372716
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.039
ELB improved by 0.360492
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.684
ELB improved by 0.355015
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.329
ELB improved by 0.35494
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.972
ELB improved by 0.357273
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.614
ELB improved by 0.357924
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.261
ELB improved by 0.353509
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.918
ELB improved by 0.3427
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.592
ELB improved by 0.325932
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.287
ELB improved by 0.304573
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.007
ELB improved by 0.280525
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.751
ELB improved by 0.256117
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.517
ELB improved by 0.234056
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.299
ELB improved by 0.217652
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.087
ELB improved by 0.211655
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.864
ELB improved by 0.223559
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.603
ELB improved by 0.260648
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.296
ELB improved by 0.306929
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.991
ELB improved by 0.304725
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.752
ELB improved by 0.239977
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.583
ELB improved by 0.168919
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.462
ELB improved by 0.12028
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.372
ELB improved by 0.0900772
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.302
ELB improved by 0.0704289
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.245
ELB improved by 0.0567108
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.198
ELB improved by 0.0466382
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.159
ELB improved by 0.0390272
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.126
ELB improved by 0.0331838
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.098
ELB improved by 0.0286535
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.072
ELB improved by 0.0251168
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.05
ELB improved by 0.022342
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.03
ELB improved by 0.0201585
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.012
ELB improved by 0.01844
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.994
ELB improved by 0.0170941
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.978
ELB improved by 0.0160528
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.963
ELB improved by 0.0152677
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.948
ELB improved by 0.0147047
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.934
ELB improved by 0.0143414
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.92
ELB improved by 0.014164
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.906
ELB improved by 0.0141652
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.891
ELB improved by 0.0143416
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.877
ELB improved by 0.0146894
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.862
ELB improved by 0.0152001
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.846
ELB improved by 0.0158524
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.829
ELB improved by 0.0166038
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.812
ELB improved by 0.0173829
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.794
ELB improved by 0.0180873
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.775
ELB improved by 0.0185945
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.756
ELB improved by 0.0187884
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.738
ELB improved by 0.0185954
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.72
ELB improved by 0.0180123
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.702
ELB improved by 0.0171093
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.686
ELB improved by 0.0160041
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.672
ELB improved by 0.014823
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.658
ELB improved by 0.0136699
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.645
ELB improved by 0.0126127
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.634
ELB improved by 0.0116861
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.623
ELB improved by 0.0109004
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.613
ELB improved by 0.0102522
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.603
ELB improved by 0.00973176
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-839.802
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-576.07
ELB improved by 263.732
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-513.829
ELB improved by 62.2418
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-470.413
ELB improved by 43.4152
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.214
ELB improved by 19.199
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.302
ELB improved by 7.91203
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.508
ELB improved by 4.79398
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.585
ELB improved by 3.92305
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.979
ELB improved by 3.60619
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.617
ELB improved by 3.36236
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.568
ELB improved by 3.04829
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.928
ELB improved by 2.64026
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.748
ELB improved by 2.18021
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.018
ELB improved by 1.72987
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.683
ELB improved by 1.3352
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.668
ELB improved by 1.01526
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.899
ELB improved by 0.768902
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.312
ELB improved by 0.586792
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.854
ELB improved by 0.458395
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.481
ELB improved by 0.372384
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.163
ELB improved by 0.318052
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.876
ELB improved by 0.287562
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.6
ELB improved by 0.276042
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.32
ELB improved by 0.279823
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.026
ELB improved by 0.293461
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.72
ELB improved by 0.306155
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.418
ELB improved by 0.302158
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.145
ELB improved by 0.272707
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.918
ELB improved by 0.227584
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.734
ELB improved by 0.183689
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.585
ELB improved by 0.148892
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.462
ELB improved by 0.12287
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.359
ELB improved by 0.103517
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.269
ELB improved by 0.0893393
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.19
ELB improved by 0.0792501
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.118
ELB improved by 0.0722397
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.05
ELB improved by 0.0673984
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.986
ELB improved by 0.0640228
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.925
ELB improved by 0.0616367
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.865
ELB improved by 0.0599445
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.806
ELB improved by 0.058769
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.748
ELB improved by 0.0580036
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.69
ELB improved by 0.0575804
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.633
ELB improved by 0.0574527
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.575
ELB improved by 0.0575857
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.518
ELB improved by 0.057951
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.459
ELB improved by 0.0585242
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.4
ELB improved by 0.059284
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.339
ELB improved by 0.0602115
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.278
ELB improved by 0.0612909
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.216
ELB improved by 0.0625093
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.152
ELB improved by 0.0638586
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.086
ELB improved by 0.0653368
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.02
ELB improved by 0.0669498
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.951
ELB improved by 0.0687145
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.88
ELB improved by 0.0706619
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.807
ELB improved by 0.0728413
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.732
ELB improved by 0.0753249
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.654
ELB improved by 0.0782134
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.572
ELB improved by 0.0816404
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.486
ELB improved by 0.0857732
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.396
ELB improved by 0.0908024
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.299
ELB improved by 0.0969066
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.194
ELB improved by 0.10417
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.082
ELB improved by 0.11244
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.961
ELB improved by 0.121156
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.832
ELB improved by 0.129296
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.696
ELB improved by 0.135653
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.557
ELB improved by 0.139403
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.416
ELB improved by 0.140499
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.277
ELB improved by 0.139484
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.14
ELB improved by 0.137021
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.006
ELB improved by 0.133627
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.876
ELB improved by 0.129679
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.751
ELB improved by 0.125481
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.629
ELB improved by 0.121305
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.512
ELB improved by 0.117391
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.398
ELB improved by 0.113966
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.287
ELB improved by 0.111266
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.177
ELB improved by 0.109584
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.068
ELB improved by 0.109338
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.957
ELB improved by 0.111185
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.841
ELB improved by 0.11617
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.715
ELB improved by 0.125866
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.572
ELB improved by 0.14221
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.406
ELB improved by 0.166152
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.212
ELB improved by 0.194188
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.996
ELB improved by 0.216104
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.773
ELB improved by 0.222694
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.557
ELB improved by 0.216163
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.353
ELB improved by 0.204111
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.163
ELB improved by 0.189936
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.989
ELB improved by 0.173738
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.834
ELB improved by 0.155795
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.696
ELB improved by 0.137369
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.576
ELB improved by 0.119966
iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.472
ELB improved by 0.104677
iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.379
ELB improved by 0.092093
iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.297
ELB improved by 0.082533
iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.221
ELB improved by 0.0763173
iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.147
ELB improved by 0.0740334
iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.07
ELB improved by 0.0768037
iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.983
ELB improved by 0.0864293
iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.879
ELB improved by 0.104577
iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.75
ELB improved by 0.12887
iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.603
ELB improved by 0.146553
iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.463
ELB improved by 0.140738
iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.349
ELB improved by 0.113468
iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.266
ELB improved by 0.082846
iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.207
ELB improved by 0.0595173
iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.163
ELB improved by 0.0439439
iteration 112
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.129
ELB improved by 0.0337483
iteration 113
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.102
ELB improved by 0.026958
iteration 114
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.08
ELB improved by 0.0223362
iteration 115
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.061
ELB improved by 0.0191257
iteration 116
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.044
ELB improved by 0.0168417
iteration 117
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.029
ELB improved by 0.0151553
iteration 118
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.015
ELB improved by 0.0138327
iteration 119
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.002
ELB improved by 0.012706
iteration 120
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.99
ELB improved by 0.0116601
iteration 121
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.98
ELB improved by 0.0106281
iteration 122
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.97
ELB improved by 0.00958673
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-898.984
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-582.979
ELB improved by 316.005
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-527.037
ELB improved by 55.9418
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-492.383
ELB improved by 34.6543
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-475.659
ELB improved by 16.724
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-467.281
ELB improved by 8.3779
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.373
ELB improved by 5.90737
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.733
ELB improved by 5.64034
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.831
ELB improved by 5.9024
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.903
ELB improved by 5.92758
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.622
ELB improved by 5.28155
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.509
ELB improved by 4.11261
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.554
ELB improved by 2.95517
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.459
ELB improved by 2.09511
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.977
ELB improved by 1.48148
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.913
ELB improved by 1.0644
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.095
ELB improved by 0.81772
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.409
ELB improved by 0.686479
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.786
ELB improved by 0.622477
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.189
ELB improved by 0.596642
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.596
ELB improved by 0.593396
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.991
ELB improved by 0.60464
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.365
ELB improved by 0.626267
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.709
ELB improved by 0.656399
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.014
ELB improved by 0.694398
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.274
ELB improved by 0.740021
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.482
ELB improved by 0.792339
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.634
ELB improved by 0.848369
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.732
ELB improved by 0.901808
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.789
ELB improved by 0.942871
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.829
ELB improved by 0.960471
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.882
ELB improved by 0.946595
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.982
ELB improved by 0.900123
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.155
ELB improved by 0.82657
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.421
ELB improved by 0.73463
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.786
ELB improved by 0.634712
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.247
ELB improved by 0.538749
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.792
ELB improved by 0.454651
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.413
ELB improved by 0.379406
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.109
ELB improved by 0.304401
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.877
ELB improved by 0.231425
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.705
ELB improved by 0.171787
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.575
ELB improved by 0.130516
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.47
ELB improved by 0.104487
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.381
ELB improved by 0.0889885
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.301
ELB improved by 0.0806392
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.224
ELB improved by 0.0772699
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.146
ELB improved by 0.0772806
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.067
ELB improved by 0.0793652
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.984
ELB improved by 0.0825566
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.898
ELB improved by 0.0859266
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.811
ELB improved by 0.0877778
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.725
ELB improved by 0.0859312
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.645
ELB improved by 0.0800514
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.572
ELB improved by 0.0725963
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.506
ELB improved by 0.0658839
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.447
ELB improved by 0.0595606
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.395
ELB improved by 0.0518829
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.352
ELB improved by 0.0424351
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.32
ELB improved by 0.0327731
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.295
ELB improved by 0.0247347
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.276
ELB improved by 0.0190154
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.261
ELB improved by 0.0152828
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.248
ELB improved by 0.0128865
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.236
ELB improved by 0.0112864
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.226
ELB improved by 0.0101406
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.217
ELB improved by 0.00925851
ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
>
> proc.time()
user system elapsed
1.082 0.079 1.155
graper.Rcheck/graper-Ex.timings
| name | user | system | elapsed | |
| coef.graper | 0.029 | 0.007 | 0.036 | |
| getPIPs | 0.026 | 0.007 | 0.040 | |
| graper | 0.044 | 0.012 | 0.061 | |
| makeExampleData | 0.003 | 0.000 | 0.004 | |
| makeExampleDataWithUnequalGroups | 0.004 | 0.001 | 0.005 | |
| plotELBO | 0.126 | 0.009 | 0.136 | |
| plotGroupPenalties | 0.414 | 0.009 | 0.423 | |
| plotPosterior | 0.211 | 0.008 | 0.219 | |
| predict.graper | 1.013 | 0.034 | 1.049 | |
| print.graper | 0.026 | 0.006 | 0.031 | |