| Back to Build/check report for BioC 3.22: simplified long |
|
This page was generated on 2026-02-05 11:57 -0500 (Thu, 05 Feb 2026).
| Hostname | OS | Arch (*) | R version | Installed pkgs |
|---|---|---|---|---|
| nebbiolo2 | Linux (Ubuntu 24.04.3 LTS) | x86_64 | 4.5.2 (2025-10-31) -- "[Not] Part in a Rumble" | 4888 |
| 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 922/2361 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
| graper 1.26.0 (landing page) Britta Velten
| nebbiolo2 | Linux (Ubuntu 24.04.3 LTS) / x86_64 | OK | OK | OK | |||||||||
| See other builds for graper in R Universe. | ||||||||||||||
|
To the developers/maintainers of the graper package: - Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/graper.git to reflect on this report. See Troubleshooting Build Report for more information. - Use the following Renviron settings to reproduce errors and warnings. - If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information. |
| Package: graper |
| Version: 1.26.0 |
| Command: /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.22-bioc/R/site-library --timings graper_1.26.0.tar.gz |
| StartedAt: 2026-02-04 00:12:26 -0500 (Wed, 04 Feb 2026) |
| EndedAt: 2026-02-04 00:13:57 -0500 (Wed, 04 Feb 2026) |
| EllapsedTime: 91.1 seconds |
| RetCode: 0 |
| Status: OK |
| CheckDir: graper.Rcheck |
| Warnings: 0 |
##############################################################################
##############################################################################
###
### Running command:
###
### /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.22-bioc/R/site-library --timings graper_1.26.0.tar.gz
###
##############################################################################
##############################################################################
* using log directory ‘/home/biocbuild/bbs-3.22-bioc/meat/graper.Rcheck’
* using R version 4.5.2 (2025-10-31)
* using platform: x86_64-pc-linux-gnu
* R was compiled by
gcc (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0
GNU Fortran (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0
* running under: Ubuntu 24.04.3 LTS
* using session charset: UTF-8
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.26.0’
* 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) 13.3.0’
* checking installed package size ... INFO
installed size is 6.1Mb
sub-directories of 1Mb or more:
libs 6.0Mb
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking code files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking loading without being on the library search path ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... NOTE
checkRd: (-1) predict.graper.Rd:19-21: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:23-24: Lost braces in \itemize; meant \describe ?
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... NOTE
Note: information on .o files is not available
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
Running ‘testthat.R’
OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking re-building of vignette outputs ... OK
* checking PDF version of manual ... OK
* DONE
Status: 2 NOTEs
See
‘/home/biocbuild/bbs-3.22-bioc/meat/graper.Rcheck/00check.log’
for details.
graper.Rcheck/00install.out
############################################################################## ############################################################################## ### ### Running command: ### ### /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD INSTALL graper ### ############################################################################## ############################################################################## * installing to library ‘/home/biocbuild/bbs-3.22-bioc/R/site-library’ * installing *source* package ‘graper’ ... ** this is package ‘graper’ version ‘1.26.0’ ** using staged installation ** libs using C++ compiler: ‘g++ (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0’ g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.22-bioc/R/include" -DNDEBUG -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/BH/include' -I/usr/local/include -fpic -g -O2 -Wall -Werror=format-security -c RcppExports.cpp -o RcppExports.o g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.22-bioc/R/include" -DNDEBUG -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/BH/include' -I/usr/local/include -fpic -g -O2 -Wall -Werror=format-security -c fit_graper.cpp -o fit_graper.o g++ -std=gnu++17 -shared -L/home/biocbuild/bbs-3.22-bioc/R/lib -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -llapack -L/home/biocbuild/bbs-3.22-bioc/R/lib -lRblas -lgfortran -lm -lquadmath -L/home/biocbuild/bbs-3.22-bioc/R/lib -lR installing to /home/biocbuild/bbs-3.22-bioc/R/site-library/00LOCK-graper/00new/graper/libs ** R ** byte-compile and prepare package for lazy loading ** help *** installing help indices ** building package indices ** installing vignettes ** testing if installed package can be loaded from temporary location ** checking absolute paths in shared objects and dynamic libraries ** testing if installed package can be loaded from final location ** testing if installed package keeps a record of temporary installation path * DONE (graper)
graper.Rcheck/tests/testthat.Rout
R version 4.5.2 (2025-10-31) -- "[Not] Part in a Rumble"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu
R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.
R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.
Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.
> library(testthat)
> library(graper)
>
> test_check("graper")
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-891.462
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-569.443
ELB improved by 322.019
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-514.943
ELB improved by 54.4995
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-481.935
ELB improved by 33.0081
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-466.599
ELB improved by 15.336
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.358
ELB improved by 7.24098
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.135
ELB improved by 5.2227
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.19
ELB improved by 4.94488
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.233
ELB improved by 4.95688
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.482
ELB improved by 4.75187
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.364
ELB improved by 4.11808
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.151
ELB improved by 3.21276
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.782
ELB improved by 2.36912
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.041
ELB improved by 1.74017
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.74
ELB improved by 1.30162
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.73
ELB improved by 1.00997
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.902
ELB improved by 0.827726
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.189
ELB improved by 0.713147
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.558
ELB improved by 0.631182
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.996
ELB improved by 0.561655
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.497
ELB improved by 0.49911
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.051
ELB improved by 0.446071
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.646
ELB improved by 0.404596
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.273
ELB improved by 0.373385
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.923
ELB improved by 0.349652
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.592
ELB improved by 0.330925
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.277
ELB improved by 0.315475
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.975
ELB improved by 0.302156
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.685
ELB improved by 0.290197
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.406
ELB improved by 0.279083
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.137
ELB improved by 0.26848
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.879
ELB improved by 0.258198
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.631
ELB improved by 0.248155
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.392
ELB improved by 0.238338
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.164
ELB improved by 0.228782
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.944
ELB improved by 0.219552
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.733
ELB improved by 0.210729
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.531
ELB improved by 0.202412
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.336
ELB improved by 0.194713
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.148
ELB improved by 0.187754
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.967
ELB improved by 0.181671
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.79
ELB improved by 0.176606
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.617
ELB improved by 0.172707
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.447
ELB improved by 0.170129
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.278
ELB improved by 0.169035
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.109
ELB improved by 0.169589
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.937
ELB improved by 0.171958
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.76
ELB improved by 0.176299
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.578
ELB improved by 0.18274
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.386
ELB improved by 0.191352
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.184
ELB improved by 0.202099
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.969
ELB improved by 0.214789
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.74
ELB improved by 0.229003
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.496
ELB improved by 0.244057
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.237
ELB improved by 0.258996
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.965
ELB improved by 0.272668
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.681
ELB improved by 0.283906
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.389
ELB improved by 0.291774
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.093
ELB improved by 0.295776
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.797
ELB improved by 0.295842
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.505
ELB improved by 0.292046
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.221
ELB improved by 0.284362
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.948
ELB improved by 0.272805
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.691
ELB improved by 0.257512
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.453
ELB improved by 0.237856
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.241
ELB improved by 0.211775
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.063
ELB improved by 0.178087
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.923
ELB improved by 0.140057
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.819
ELB improved by 0.104116
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.744
ELB improved by 0.0749213
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.69
ELB improved by 0.0534123
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.652
ELB improved by 0.0383176
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.624
ELB improved by 0.0278958
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.604
ELB improved by 0.0206967
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.588
ELB improved by 0.015687
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.576
ELB improved by 0.0121675
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.566
ELB improved by 0.00966981
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-885.961
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-570.411
ELB improved by 315.549
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-512.253
ELB improved by 58.1589
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-478.444
ELB improved by 33.8084
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.083
ELB improved by 14.3607
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.044
ELB improved by 7.03904
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.756
ELB improved by 5.28838
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.923
ELB improved by 4.83324
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.354
ELB improved by 4.56927
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.146
ELB improved by 4.20755
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.502
ELB improved by 3.64401
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.568
ELB improved by 2.93437
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.309
ELB improved by 2.25855
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.531
ELB improved by 1.77847
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.029
ELB improved by 1.50192
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.729
ELB improved by 1.29949
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.679
ELB improved by 1.04969
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.906
ELB improved by 0.77317
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.35
ELB improved by 0.556257
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.936
ELB improved by 0.413855
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.614
ELB improved by 0.322322
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.353
ELB improved by 0.261163
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.135
ELB improved by 0.218059
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.949
ELB improved by 0.186063
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.787
ELB improved by 0.161285
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.646
ELB improved by 0.141497
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.52
ELB improved by 0.12535
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.408
ELB improved by 0.111976
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.308
ELB improved by 0.100773
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.216
ELB improved by 0.0913078
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.133
ELB improved by 0.083255
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.057
ELB improved by 0.0763639
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.986
ELB improved by 0.0704382
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.921
ELB improved by 0.0653222
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.86
ELB improved by 0.0608909
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.803
ELB improved by 0.0570424
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.749
ELB improved by 0.053693
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.699
ELB improved by 0.0507731
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.65
ELB improved by 0.0482243
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.604
ELB improved by 0.045997
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.56
ELB improved by 0.0440491
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.518
ELB improved by 0.0423447
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.477
ELB improved by 0.0408534
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.438
ELB improved by 0.0395493
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.399
ELB improved by 0.0384109
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.362
ELB improved by 0.0374207
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.325
ELB improved by 0.0365645
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.289
ELB improved by 0.0358317
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.254
ELB improved by 0.0352147
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.219
ELB improved by 0.0347088
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.185
ELB improved by 0.0343123
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.151
ELB improved by 0.0340262
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.117
ELB improved by 0.0338541
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.083
ELB improved by 0.0338027
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.05
ELB improved by 0.0338811
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.015
ELB improved by 0.0341016
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.981
ELB improved by 0.0344795
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.946
ELB improved by 0.0350337
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.91
ELB improved by 0.0357869
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.873
ELB improved by 0.0367664
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.835
ELB improved by 0.0380053
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.796
ELB improved by 0.0395438
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.754
ELB improved by 0.0414317
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.711
ELB improved by 0.0437314
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.664
ELB improved by 0.0465233
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.614
ELB improved by 0.0499119
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.56
ELB improved by 0.0540351
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.501
ELB improved by 0.0590753
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.436
ELB improved by 0.0652715
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.363
ELB improved by 0.0729271
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.281
ELB improved by 0.0823995
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.186
ELB improved by 0.0940435
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.078
ELB improved by 0.108065
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.954
ELB improved by 0.124262
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.812
ELB improved by 0.141782
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.653
ELB improved by 0.159222
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.478
ELB improved by 0.175359
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.288
ELB improved by 0.189959
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.084
ELB improved by 0.20374
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.867
ELB improved by 0.217555
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.635
ELB improved by 0.231783
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.388
ELB improved by 0.246259
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.128
ELB improved by 0.260422
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.855
ELB improved by 0.273437
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.57
ELB improved by 0.284281
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.279
ELB improved by 0.291845
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.983
ELB improved by 0.295081
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.69
ELB improved by 0.293152
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.405
ELB improved by 0.285524
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.133
ELB improved by 0.272033
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.88
ELB improved by 0.253022
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.65
ELB improved by 0.229558
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.447
ELB improved by 0.203459
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.27
ELB improved by 0.176896
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.118
ELB improved by 0.151784
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.989
ELB improved by 0.129375
iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.878
ELB improved by 0.110185
iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.784
ELB improved by 0.0941434
iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.703
ELB improved by 0.0807986
iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.634
ELB improved by 0.069519
iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.574
ELB improved by 0.0596861
iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.523
ELB improved by 0.0508618
iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.481
ELB improved by 0.042868
iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.445
ELB improved by 0.0357327
iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.415
ELB improved by 0.0295494
iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.391
ELB improved by 0.0243557
iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.371
ELB improved by 0.0200962
iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.354
ELB improved by 0.0166498
iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.34
ELB improved by 0.0138739
iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.329
ELB improved by 0.0116348
iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.319
ELB improved by 0.00982096
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-855.23
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-591.355
ELB improved by 263.875
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-527.788
ELB improved by 63.5668
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-479.21
ELB improved by 48.5775
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.863
ELB improved by 25.3475
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.297
ELB improved by 10.5658
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.226
ELB improved by 6.07094
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.33
ELB improved by 4.89603
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.743
ELB improved by 4.5868
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.121
ELB improved by 4.62274
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.468
ELB improved by 4.65263
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.065
ELB improved by 4.40331
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.287
ELB improved by 3.77797
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.357
ELB improved by 2.93014
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.222
ELB improved by 2.13476
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.67
ELB improved by 1.55209
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.495
ELB improved by 1.17468
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.556
ELB improved by 0.939475
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.758
ELB improved by 0.797361
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.043
ELB improved by 0.714749
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.376
ELB improved by 0.667719
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.736
ELB improved by 0.640101
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.114
ELB improved by 0.621388
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.509
ELB improved by 0.604901
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.923
ELB improved by 0.586769
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.357
ELB improved by 0.565396
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.816
ELB improved by 0.540876
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.302
ELB improved by 0.514254
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.815
ELB improved by 0.486816
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.356
ELB improved by 0.459654
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.922
ELB improved by 0.433487
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.513
ELB improved by 0.408657
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.128
ELB improved by 0.385195
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.765
ELB improved by 0.362925
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.424
ELB improved by 0.341611
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.103
ELB improved by 0.32111
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.801
ELB improved by 0.301505
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.518
ELB improved by 0.283157
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.251
ELB improved by 0.266622
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.999
ELB improved by 0.252398
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.758
ELB improved by 0.240575
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.528
ELB improved by 0.230517
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.307
ELB improved by 0.220842
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.097
ELB improved by 0.209866
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.901
ELB improved by 0.196322
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.721
ELB improved by 0.179893
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.56
ELB improved by 0.161246
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.418
ELB improved by 0.141639
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.296
ELB improved by 0.122404
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.191
ELB improved by 0.104573
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.102
ELB improved by 0.0887317
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.027
ELB improved by 0.0750703
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.964
ELB improved by 0.0635128
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.91
ELB improved by 0.0538423
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.864
ELB improved by 0.0457907
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.825
ELB improved by 0.0390915
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.791
ELB improved by 0.0335048
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.763
ELB improved by 0.0288269
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.738
ELB improved by 0.0248905
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.716
ELB improved by 0.0215617
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.697
ELB improved by 0.0187343
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.681
ELB improved by 0.0163249
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.667
ELB improved by 0.0142672
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.654
ELB improved by 0.012508
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.643
ELB improved by 0.0110039
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.634
ELB improved by 0.00971829
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-838.911
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-576.424
ELB improved by 262.487
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-521.113
ELB improved by 55.3116
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-476.915
ELB improved by 44.198
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.06
ELB improved by 24.8542
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.066
ELB improved by 10.9943
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.035
ELB improved by 6.03093
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.104
ELB improved by 4.93145
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.255
ELB improved by 4.84886
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.147
ELB improved by 5.10822
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.801
ELB improved by 5.34605
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.606
ELB improved by 5.19428
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.193
ELB improved by 4.41363
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.986
ELB improved by 3.20701
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.883
ELB improved by 2.10249
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.508
ELB improved by 1.37503
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.564
ELB improved by 0.944314
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.89
ELB improved by 0.674134
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.384
ELB improved by 0.505906
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.979
ELB improved by 0.40481
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.639
ELB improved by 0.339653
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.348
ELB improved by 0.291569
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.095
ELB improved by 0.253143
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.872
ELB improved by 0.222846
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.671
ELB improved by 0.200534
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.486
ELB improved by 0.185232
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.311
ELB improved by 0.17505
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.143
ELB improved by 0.168068
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.98
ELB improved by 0.162888
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.821
ELB improved by 0.15866
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.666
ELB improved by 0.154905
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.515
ELB improved by 0.151355
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.367
ELB improved by 0.147863
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.223
ELB improved by 0.144351
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.082
ELB improved by 0.140787
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.945
ELB improved by 0.13717
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.811
ELB improved by 0.133517
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.681
ELB improved by 0.129851
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.555
ELB improved by 0.1262
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.433
ELB improved by 0.12258
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.314
ELB improved by 0.118999
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.198
ELB improved by 0.115449
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.086
ELB improved by 0.111909
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.978
ELB improved by 0.108348
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.873
ELB improved by 0.104727
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.772
ELB improved by 0.101006
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.675
ELB improved by 0.0971463
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.582
ELB improved by 0.0931211
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.493
ELB improved by 0.0889148
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.409
ELB improved by 0.0845278
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.329
ELB improved by 0.079977
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.253
ELB improved by 0.0752955
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.183
ELB improved by 0.0705289
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.117
ELB improved by 0.0657325
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.056
ELB improved by 0.0609659
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391
ELB improved by 0.0562885
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.948
ELB improved by 0.0517553
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.901
ELB improved by 0.0474135
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.857
ELB improved by 0.0433005
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.818
ELB improved by 0.0394431
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.782
ELB improved by 0.0358572
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.749
ELB improved by 0.0325496
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.72
ELB improved by 0.0295185
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.693
ELB improved by 0.0267562
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.669
ELB improved by 0.0242498
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.647
ELB improved by 0.0219838
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.627
ELB improved by 0.0199406
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.609
ELB improved by 0.0181017
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.592
ELB improved by 0.0164491
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.577
ELB improved by 0.0149649
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.564
ELB improved by 0.0136326
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.551
ELB improved by 0.0124366
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.54
ELB improved by 0.0113628
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.53
ELB improved by 0.0103981
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.52
ELB improved by 0.00953109
ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
>
> proc.time()
user system elapsed
2.364 0.179 2.531
graper.Rcheck/graper-Ex.timings
| name | user | system | elapsed | |
| coef.graper | 0.051 | 0.007 | 0.058 | |
| getPIPs | 0.051 | 0.000 | 0.051 | |
| graper | 0.082 | 0.003 | 0.084 | |
| makeExampleData | 0.010 | 0.001 | 0.010 | |
| makeExampleDataWithUnequalGroups | 0.012 | 0.001 | 0.013 | |
| plotELBO | 0.327 | 0.024 | 0.351 | |
| plotGroupPenalties | 1.071 | 0.058 | 1.129 | |
| plotPosterior | 0.629 | 0.009 | 0.639 | |
| predict.graper | 2.043 | 0.020 | 2.064 | |
| print.graper | 0.051 | 0.001 | 0.052 | |