Britta Velten
| Snapshot Date: 2024-10-02 13:40 -0400 (Wed, 02 Oct 2024) |
| git_url: https://git.bioconductor.org/packages/graper |
| git_branch: devel |
| git_last_commit: 7b45fcc |
| git_last_commit_date: 2024-04-30 11:11:42 -0400 (Tue, 30 Apr 2024) |
| Back to Multiple platform build/check report for BioC 3.20: simplified long |
|
This page was generated on 2024-10-03 11:41 -0400 (Thu, 03 Oct 2024).
| Hostname | OS | Arch (*) | R version | Installed pkgs |
|---|---|---|---|---|
| teran2 | Linux (Ubuntu 24.04.1 LTS) | x86_64 | 4.4.1 (2024-06-14) -- "Race for Your Life" | 4461 |
| nebbiolo2 | Linux (Ubuntu 22.04.3 LTS) | x86_64 | 4.4.1 (2024-06-14) -- "Race for Your Life" | 4716 |
| palomino8 | Windows Server 2022 Datacenter | x64 | 4.4.1 (2024-06-14 ucrt) -- "Race for Your Life" | 4466 |
| lconway | macOS 12.7.1 Monterey | x86_64 | 4.4.1 (2024-06-14) -- "Race for Your Life" | 4498 |
| kjohnson3 | macOS 13.6.5 Ventura | arm64 | 4.4.1 (2024-06-14) -- "Race for Your Life" | 4446 |
| kunpeng2 | Linux (openEuler 22.03 LTS-SP1) | aarch64 | 4.4.1 (2024-06-14) -- "Race for Your Life" | 4445 |
| 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 893/2266 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
| graper 1.21.0 (landing page) Britta Velten
| teran2 | Linux (Ubuntu 24.04.1 LTS) / x86_64 | OK | OK | OK | | ||||||||
| nebbiolo2 | Linux (Ubuntu 22.04.3 LTS) / x86_64 | OK | OK | OK | ||||||||||
| palomino8 | Windows Server 2022 Datacenter / x64 | OK | OK | OK | OK | | ||||||||
| lconway | macOS 12.7.1 Monterey / x86_64 | OK | OK | WARNINGS | OK | | ||||||||
| kjohnson3 | macOS 13.6.5 Ventura / arm64 | OK | OK | WARNINGS | OK | | ||||||||
| kunpeng2 | Linux (openEuler 22.03 LTS-SP1) / aarch64 | OK | OK | OK | ||||||||||
|
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: 1.21.0 |
| Command: /home/biocbuild/bbs-3.20-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.20-bioc/R/site-library --timings graper_1.21.0.tar.gz |
| StartedAt: 2024-10-02 22:05:08 -0400 (Wed, 02 Oct 2024) |
| EndedAt: 2024-10-02 22:06:30 -0400 (Wed, 02 Oct 2024) |
| EllapsedTime: 82.1 seconds |
| RetCode: 0 |
| Status: OK |
| CheckDir: graper.Rcheck |
| Warnings: 0 |
##############################################################################
##############################################################################
###
### Running command:
###
### /home/biocbuild/bbs-3.20-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.20-bioc/R/site-library --timings graper_1.21.0.tar.gz
###
##############################################################################
##############################################################################
* using log directory ‘/home/biocbuild/bbs-3.20-bioc/meat/graper.Rcheck’
* using R version 4.4.1 (2024-06-14)
* using platform: x86_64-pc-linux-gnu
* R was compiled by
gcc (Ubuntu 13.2.0-23ubuntu4) 13.2.0
GNU Fortran (Ubuntu 13.2.0-23ubuntu4) 13.2.0
* running under: Ubuntu 24.04.1 LTS
* using session charset: UTF-8
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.21.0’
* 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 13.2.0-23ubuntu4) 13.2.0’
* checking C++ specification ... NOTE
Specified C++11: please drop specification unless essential
* checking installed package size ... NOTE
installed size is 6.0Mb
sub-directories of 1Mb or more:
libs 5.8Mb
* 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: 4 NOTEs
See
‘/home/biocbuild/bbs-3.20-bioc/meat/graper.Rcheck/00check.log’
for details.
graper.Rcheck/00install.out
##############################################################################
##############################################################################
###
### Running command:
###
### /home/biocbuild/bbs-3.20-bioc/R/bin/R CMD INSTALL graper
###
##############################################################################
##############################################################################
* installing to library ‘/home/biocbuild/bbs-3.20-bioc/R/site-library’
* installing *source* package ‘graper’ ...
** using staged installation
** libs
using C++ compiler: ‘g++ (Ubuntu 13.2.0-23ubuntu4) 13.2.0’
using C++11
g++ -std=gnu++11 -I"/home/biocbuild/bbs-3.20-bioc/R/include" -DNDEBUG -I'/home/biocbuild/bbs-3.20-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.20-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.20-bioc/R/site-library/BH/include' -I/usr/local/include -fpic -g -O2 -Wall -c RcppExports.cpp -o RcppExports.o
g++ -std=gnu++11 -I"/home/biocbuild/bbs-3.20-bioc/R/include" -DNDEBUG -I'/home/biocbuild/bbs-3.20-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.20-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.20-bioc/R/site-library/BH/include' -I/usr/local/include -fpic -g -O2 -Wall -c fit_graper.cpp -o fit_graper.o
In file included from /home/biocbuild/bbs-3.20-bioc/R/site-library/BH/include/boost/math/special_functions/detail/round_fwd.hpp:11,
from /home/biocbuild/bbs-3.20-bioc/R/site-library/BH/include/boost/math/special_functions/math_fwd.hpp:29,
from /home/biocbuild/bbs-3.20-bioc/R/site-library/BH/include/boost/math/special_functions/digamma.hpp:15,
from graper_linear_dense_ff.h:2,
from fit_graper.cpp:4:
/home/biocbuild/bbs-3.20-bioc/R/site-library/BH/include/boost/math/tools/config.hpp:23:6: warning: #warning "The minimum language standard to use Boost.Math will be C++14 starting in July 2023 (Boost 1.82 release)" [-Wcpp]
23 | # warning "The minimum language standard to use Boost.Math will be C++14 starting in July 2023 (Boost 1.82 release)"
| ^~~~~~~
g++ -std=gnu++11 -shared -L/home/biocbuild/bbs-3.20-bioc/R/lib -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -llapack -L/home/biocbuild/bbs-3.20-bioc/R/lib -lRblas -lgfortran -lm -lquadmath -L/home/biocbuild/bbs-3.20-bioc/R/lib -lR
installing to /home/biocbuild/bbs-3.20-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 4.4.1 (2024-06-14) -- "Race for Your Life"
Copyright (C) 2024 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=-854.848
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-547.899
ELB improved by 306.949
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-492.743
ELB improved by 55.1565
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.067
ELB improved by 28.6756
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.848
ELB improved by 11.2191
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.235
ELB improved by 5.61363
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.822
ELB improved by 4.41286
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.662
ELB improved by 4.1598
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.45
ELB improved by 4.21165
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.109
ELB improved by 4.34074
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.767
ELB improved by 4.3427
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.747
ELB improved by 4.0201
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.406
ELB improved by 3.34048
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.896
ELB improved by 2.51033
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.115
ELB improved by 1.7813
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.857
ELB improved by 1.25734
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.945
ELB improved by 0.912032
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.258
ELB improved by 0.686883
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.719
ELB improved by 0.539457
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.275
ELB improved by 0.444205
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.891
ELB improved by 0.38387
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.545
ELB improved by 0.346192
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.221
ELB improved by 0.323128
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.912
ELB improved by 0.30977
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.609
ELB improved by 0.303153
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.307
ELB improved by 0.301397
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.004
ELB improved by 0.303222
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.696
ELB improved by 0.307705
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.382
ELB improved by 0.314176
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.06
ELB improved by 0.322186
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.728
ELB improved by 0.331489
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.386
ELB improved by 0.342
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.033
ELB improved by 0.353715
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.666
ELB improved by 0.366585
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.286
ELB improved by 0.380378
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.891
ELB improved by 0.394541
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.483
ELB improved by 0.408118
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.063
ELB improved by 0.419757
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.635
ELB improved by 0.427815
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.205
ELB improved by 0.430603
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.778
ELB improved by 0.42671
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.363
ELB improved by 0.41537
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.966
ELB improved by 0.39673
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.594
ELB improved by 0.371938
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.251
ELB improved by 0.342973
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.939
ELB improved by 0.312275
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.657
ELB improved by 0.282305
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.401
ELB improved by 0.255165
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.169
ELB improved by 0.232411
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.954
ELB improved by 0.215029
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.75
ELB improved by 0.203487
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.553
ELB improved by 0.197634
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.357
ELB improved by 0.196177
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.161
ELB improved by 0.195892
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.969
ELB improved by 0.191863
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.789
ELB improved by 0.180317
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.627
ELB improved by 0.161835
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.486
ELB improved by 0.140278
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.367
ELB improved by 0.119135
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.267
ELB improved by 0.100109
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.184
ELB improved by 0.0837038
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.114
ELB improved by 0.0698764
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.055
ELB improved by 0.0583639
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.006
ELB improved by 0.0488378
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.965
ELB improved by 0.0409755
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.931
ELB improved by 0.0344891
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.902
ELB improved by 0.0291329
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.877
ELB improved by 0.0247026
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.856
ELB improved by 0.0210306
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.838
ELB improved by 0.01798
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.823
ELB improved by 0.0154394
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.809
ELB improved by 0.0133182
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.798
ELB improved by 0.0115429
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.788
ELB improved by 0.0100532
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.779
ELB improved by 0.00880016
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-860.433
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-595.883
ELB improved by 264.55
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-536.309
ELB improved by 59.5741
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-490.988
ELB improved by 45.3211
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-466.947
ELB improved by 24.0407
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.731
ELB improved by 11.2157
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.939
ELB improved by 6.79192
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.507
ELB improved by 5.43275
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.653
ELB improved by 4.85306
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.484
ELB improved by 4.16906
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.253
ELB improved by 3.2318
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.885
ELB improved by 2.36799
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.104
ELB improved by 1.78047
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.714
ELB improved by 1.38982
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.618
ELB improved by 1.09626
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.754
ELB improved by 0.863684
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.064
ELB improved by 0.690319
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.494
ELB improved by 0.570048
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.005
ELB improved by 0.489246
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.568
ELB improved by 0.437248
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.161
ELB improved by 0.406334
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.77
ELB improved by 0.391159
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.38
ELB improved by 0.389579
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.978
ELB improved by 0.402899
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.543
ELB improved by 0.434674
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.057
ELB improved by 0.485647
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.513
ELB improved by 0.544488
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.923
ELB improved by 0.589504
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.312
ELB improved by 0.611736
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.682
ELB improved by 0.629038
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.014
ELB improved by 0.668567
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.297
ELB improved by 0.717344
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.598
ELB improved by 0.698441
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.997
ELB improved by 0.601534
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.497
ELB improved by 0.499499
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.076
ELB improved by 0.421522
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.712
ELB improved by 0.363943
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.391
ELB improved by 0.320416
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.104
ELB improved by 0.286801
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.844
ELB improved by 0.260766
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.602
ELB improved by 0.24143
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.373
ELB improved by 0.229274
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.147
ELB improved by 0.226197
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.912
ELB improved by 0.235163
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.654
ELB improved by 0.257405
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.37
ELB improved by 0.284314
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.076
ELB improved by 0.293439
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.805
ELB improved by 0.27178
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.57
ELB improved by 0.234574
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.369
ELB improved by 0.200629
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.193
ELB improved by 0.176241
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.032
ELB improved by 0.161579
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.876
ELB improved by 0.1555
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.721
ELB improved by 0.155169
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.567
ELB improved by 0.154308
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.422
ELB improved by 0.144703
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.298
ELB improved by 0.123793
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.2
ELB improved by 0.0983437
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.124
ELB improved by 0.0761846
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.064
ELB improved by 0.0597755
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.016
ELB improved by 0.0481516
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.976
ELB improved by 0.0398237
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.942
ELB improved by 0.0336942
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.913
ELB improved by 0.0290648
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.888
ELB improved by 0.025497
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.865
ELB improved by 0.0227068
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.844
ELB improved by 0.0205032
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.826
ELB improved by 0.0187541
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.808
ELB improved by 0.0173676
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.792
ELB improved by 0.0162826
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.777
ELB improved by 0.0154642
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.762
ELB improved by 0.0149037
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.747
ELB improved by 0.0146241
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.732
ELB improved by 0.0146935
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.717
ELB improved by 0.0152533
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.7
ELB improved by 0.0165736
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.681
ELB improved by 0.0191635
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.657
ELB improved by 0.0239758
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.625
ELB improved by 0.0327199
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.577
ELB improved by 0.0479752
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.505
ELB improved by 0.0714861
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.408
ELB improved by 0.0973811
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.301
ELB improved by 0.106328
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.216
ELB improved by 0.085844
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.162
ELB improved by 0.053186
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.134
ELB improved by 0.0287856
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.118
ELB improved by 0.0156955
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.108
ELB improved by 0.00952192
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-886.986
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-568.572
ELB improved by 318.414
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-508.229
ELB improved by 60.3435
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-474.94
ELB improved by 33.2881
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-462.89
ELB improved by 12.0504
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.389
ELB improved by 4.50119
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.632
ELB improved by 2.75688
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.37
ELB improved by 2.26225
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.283
ELB improved by 2.08708
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.243
ELB improved by 2.03963
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.182
ELB improved by 2.06102
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.05
ELB improved by 2.13194
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.812
ELB improved by 2.23831
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.454
ELB improved by 2.35755
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.003
ELB improved by 2.45088
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.548
ELB improved by 2.45535
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.257
ELB improved by 2.2912
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.329
ELB improved by 1.9276
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.863
ELB improved by 1.46628
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.793
ELB improved by 1.06994
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.981
ELB improved by 0.811404
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.313
ELB improved by 0.668184
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.719
ELB improved by 0.593822
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.166
ELB improved by 0.553546
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.639
ELB improved by 0.527156
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.135
ELB improved by 0.504099
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.655
ELB improved by 0.47956
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.203
ELB improved by 0.452174
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.78
ELB improved by 0.422544
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.388
ELB improved by 0.392137
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.026
ELB improved by 0.36249
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.691
ELB improved by 0.334766
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.381
ELB improved by 0.309626
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.094
ELB improved by 0.287292
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.826
ELB improved by 0.267677
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.576
ELB improved by 0.250519
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.34
ELB improved by 0.235472
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.118
ELB improved by 0.222165
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.908
ELB improved by 0.210235
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.709
ELB improved by 0.199347
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.519
ELB improved by 0.189205
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.34
ELB improved by 0.179556
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.17
ELB improved by 0.170197
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.009
ELB improved by 0.160975
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.857
ELB improved by 0.151783
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.714
ELB improved by 0.142561
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.581
ELB improved by 0.133287
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.457
ELB improved by 0.123974
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.342
ELB improved by 0.114669
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.237
ELB improved by 0.105441
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.141
ELB improved by 0.0963799
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.053
ELB improved by 0.0875871
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.974
ELB improved by 0.0791642
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.903
ELB improved by 0.0712027
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.839
ELB improved by 0.0637758
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.782
ELB improved by 0.0569331
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.731
ELB improved by 0.050699
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.686
ELB improved by 0.0450749
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.646
ELB improved by 0.0400439
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.611
ELB improved by 0.0355751
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.579
ELB improved by 0.0316286
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.551
ELB improved by 0.0281599
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.526
ELB improved by 0.0251224
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.503
ELB improved by 0.0224699
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.483
ELB improved by 0.0201581
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.465
ELB improved by 0.0181458
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.448
ELB improved by 0.016395
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.434
ELB improved by 0.0148715
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.42
ELB improved by 0.0135447
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.408
ELB improved by 0.0123877
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.396
ELB improved by 0.0113772
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.386
ELB improved by 0.0104928
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.376
ELB improved by 0.00971696
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-885.24
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-571.243
ELB improved by 313.996
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-510.555
ELB improved by 60.6886
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-474.239
ELB improved by 36.3161
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.466
ELB improved by 17.7726
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.782
ELB improved by 9.68403
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.524
ELB improved by 7.25828
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.788
ELB improved by 6.73584
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.31
ELB improved by 6.478
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.471
ELB improved by 5.83863
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.787
ELB improved by 4.68434
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.478
ELB improved by 3.30918
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.329
ELB improved by 2.14837
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.944
ELB improved by 1.38521
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.003
ELB improved by 0.941265
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.318
ELB improved by 0.684883
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.789
ELB improved by 0.529135
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.36
ELB improved by 0.42913
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.998
ELB improved by 0.362023
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.682
ELB improved by 0.315312
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.4
ELB improved by 0.281752
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.143
ELB improved by 0.257014
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.905
ELB improved by 0.23844
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.681
ELB improved by 0.224337
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.467
ELB improved by 0.213588
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.262
ELB improved by 0.205425
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.062
ELB improved by 0.199312
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.868
ELB improved by 0.194872
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.676
ELB improved by 0.191848
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.486
ELB improved by 0.19008
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.296
ELB improved by 0.189492
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.106
ELB improved by 0.190083
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.914
ELB improved by 0.191924
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.719
ELB improved by 0.195148
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.519
ELB improved by 0.199956
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.312
ELB improved by 0.206603
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.097
ELB improved by 0.215401
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.87
ELB improved by 0.226714
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.629
ELB improved by 0.240947
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.371
ELB improved by 0.258541
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.091
ELB improved by 0.279953
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.785
ELB improved by 0.305622
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.449
ELB improved by 0.3359
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.078
ELB improved by 0.370914
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.668
ELB improved by 0.410239
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.216
ELB improved by 0.452164
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.724
ELB improved by 0.492265
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.202
ELB improved by 0.52192
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.672
ELB improved by 0.529967
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.162
ELB improved by 0.510153
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.695
ELB improved by 0.466827
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.285
ELB improved by 0.410117
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.936
ELB improved by 0.34885
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.647
ELB improved by 0.289067
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.412
ELB improved by 0.234691
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.224
ELB improved by 0.187823
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.075
ELB improved by 0.149027
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.957
ELB improved by 0.117826
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.864
ELB improved by 0.0932143
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.79
ELB improved by 0.0740296
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.731
ELB improved by 0.0591678
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.683
ELB improved by 0.0476796
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.645
ELB improved by 0.0387926
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.613
ELB improved by 0.0318989
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.586
ELB improved by 0.0265291
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.564
ELB improved by 0.0223247
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.545
ELB improved by 0.0190129
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.528
ELB improved by 0.0163871
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.514
ELB improved by 0.0142902
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.502
ELB improved by 0.0126027
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.49
ELB improved by 0.0112337
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.48
ELB improved by 0.0101135
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.471
ELB improved by 0.00918874
ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
>
> proc.time()
user system elapsed
2.001 0.171 2.154
graper.Rcheck/graper-Ex.timings
| name | user | system | elapsed | |
| coef.graper | 0.052 | 0.003 | 0.055 | |
| getPIPs | 0.049 | 0.001 | 0.051 | |
| graper | 0.081 | 0.003 | 0.084 | |
| makeExampleData | 0.012 | 0.007 | 0.019 | |
| makeExampleDataWithUnequalGroups | 0.010 | 0.004 | 0.013 | |
| plotELBO | 0.212 | 0.026 | 0.239 | |
| plotGroupPenalties | 0.742 | 0.006 | 0.749 | |
| plotPosterior | 0.713 | 0.020 | 0.735 | |
| predict.graper | 2.060 | 0.016 | 2.076 | |
| print.graper | 0.051 | 0.005 | 0.055 | |