Britta Velten
| Snapshot Date: 2026-05-05 13:45 -0400 (Tue, 05 May 2026) |
| git_url: https://git.bioconductor.org/packages/graper |
| git_branch: devel |
| git_last_commit: ba611e2 |
| git_last_commit_date: 2026-04-28 08:49:19 -0400 (Tue, 28 Apr 2026) |
| Back to Multiple platform build/check report for BioC 3.24: simplified long |
|
This page was generated on 2026-05-06 11:34 -0400 (Wed, 06 May 2026).
| Hostname | OS | Arch (*) | R version | Installed pkgs |
|---|---|---|---|---|
| nebbiolo2 | Linux (Ubuntu 24.04.4 LTS) | x86_64 | 4.6.0 RC (2026-04-17 r89917) -- "Because it was There" | 4878 |
| taishan | Linux (openEuler 24.03 LTS) | aarch64 | 4.5.0 (2025-04-11) -- "How About a Twenty-Six" | 4663 |
| 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 923/2366 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
| graper 1.29.0 (landing page) Britta Velten
| nebbiolo2 | Linux (Ubuntu 24.04.4 LTS) / x86_64 | OK | OK | OK | | ||||||||
| taishan | Linux (openEuler 24.03 LTS) / aarch64 | OK | OK | OK | ||||||||||
| See other builds for graper in R Universe. | ||||||||||||||
|
To the developers/maintainers of the graper package: - Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/graper.git to reflect on this report. See Troubleshooting Build Report for more information. - Use the following Renviron settings to reproduce errors and warnings. - If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information. - See Martin Grigorov's blog post for how to debug Linux ARM64 related issues on a x86_64 host. |
| Package: graper |
| Version: 1.29.0 |
| Command: /home/biocbuild/R/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/R/R/site-library --no-vignettes --timings graper_1.29.0.tar.gz |
| StartedAt: 2026-05-05 10:50:33 -0000 (Tue, 05 May 2026) |
| EndedAt: 2026-05-05 10:51:52 -0000 (Tue, 05 May 2026) |
| EllapsedTime: 79.1 seconds |
| RetCode: 0 |
| Status: OK |
| CheckDir: graper.Rcheck |
| Warnings: 0 |
##############################################################################
##############################################################################
###
### Running command:
###
### /home/biocbuild/R/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/R/R/site-library --no-vignettes --timings graper_1.29.0.tar.gz
###
##############################################################################
##############################################################################
* using log directory ‘/home/biocbuild/bbs-3.24-bioc/meat/graper.Rcheck’
* using R version 4.5.0 (2025-04-11)
* using platform: aarch64-unknown-linux-gnu
* R was compiled by
aarch64-unknown-linux-gnu-gcc (GCC) 14.2.0
GNU Fortran (GCC) 14.2.0
* running under: openEuler 24.03 (LTS)
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.29.0’
* 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: ‘aarch64-unknown-linux-gnu-g++ (GCC) 14.2.0’
* checking installed package size ... INFO
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 running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE
Status: 2 NOTEs
See
‘/home/biocbuild/bbs-3.24-bioc/meat/graper.Rcheck/00check.log’
for details.
graper.Rcheck/00install.out
############################################################################## ############################################################################## ### ### Running command: ### ### /home/biocbuild/R/R/bin/R CMD INSTALL graper ### ############################################################################## ############################################################################## * installing to library ‘/home/biocbuild/R/R-4.5.0/site-library’ * installing *source* package ‘graper’ ... ** this is package ‘graper’ version ‘1.29.0’ ** using staged installation ** libs using C++ compiler: ‘aarch64-unknown-linux-gnu-g++ (GCC) 14.2.0’ /opt/ohpc/pub/compiler/gcc/14.2.0/bin/aarch64-unknown-linux-gnu-g++ -std=gnu++17 -I"/home/biocbuild/R/R-4.5.0/include" -DNDEBUG -I'/home/biocbuild/R/R-4.5.0/site-library/Rcpp/include' -I'/home/biocbuild/R/R-4.5.0/site-library/RcppArmadillo/include' -I'/home/biocbuild/R/R-4.5.0/site-library/BH/include' -I/usr/local/include -fPIC -g -O2 -Wall -Werror=format-security -c RcppExports.cpp -o RcppExports.o /opt/ohpc/pub/compiler/gcc/14.2.0/bin/aarch64-unknown-linux-gnu-g++ -std=gnu++17 -I"/home/biocbuild/R/R-4.5.0/include" -DNDEBUG -I'/home/biocbuild/R/R-4.5.0/site-library/Rcpp/include' -I'/home/biocbuild/R/R-4.5.0/site-library/RcppArmadillo/include' -I'/home/biocbuild/R/R-4.5.0/site-library/BH/include' -I/usr/local/include -fPIC -g -O2 -Wall -Werror=format-security -c fit_graper.cpp -o fit_graper.o /opt/ohpc/pub/compiler/gcc/14.2.0/bin/aarch64-unknown-linux-gnu-g++ -std=gnu++17 -shared -L/home/biocbuild/R/R-4.5.0/lib -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -lopenblas -lgfortran -lm -L/home/biocbuild/R/R-4.5.0/lib -lR installing to /home/biocbuild/R/R-4.5.0/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 4.5.0 (2025-04-11) -- "How About a Twenty-Six"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: aarch64-unknown-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=-892.561
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-593.583
ELB improved by 298.978
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-531.038
ELB improved by 62.5445
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-487.565
ELB improved by 43.4738
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-468.342
ELB improved by 19.2222
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.648
ELB improved by 7.69473
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.565
ELB improved by 4.08311
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.622
ELB improved by 2.94309
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.005
ELB improved by 2.61685
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.422
ELB improved by 2.58278
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.772
ELB improved by 2.64962
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.053
ELB improved by 2.71898
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.335
ELB improved by 2.71791
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.735
ELB improved by 2.60037
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.368
ELB improved by 2.36715
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.305
ELB improved by 2.06314
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.561
ELB improved by 1.74363
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.116
ELB improved by 1.44487
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.939
ELB improved by 1.17682
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.008
ELB improved by 0.931056
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.296
ELB improved by 0.712405
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.753
ELB improved by 0.542873
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.327
ELB improved by 0.426314
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.978
ELB improved by 0.348524
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.683
ELB improved by 0.295611
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.424
ELB improved by 0.259024
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.19
ELB improved by 0.233441
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.975
ELB improved by 0.215156
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.773
ELB improved by 0.201606
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.582
ELB improved by 0.191107
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.4
ELB improved by 0.182578
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.224
ELB improved by 0.175299
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.056
ELB improved by 0.168772
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.893
ELB improved by 0.162637
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.736
ELB improved by 0.156636
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.586
ELB improved by 0.150588
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.441
ELB improved by 0.144384
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.303
ELB improved by 0.137974
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.172
ELB improved by 0.131357
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.048
ELB improved by 0.124572
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.93
ELB improved by 0.117682
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.819
ELB improved by 0.110768
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.715
ELB improved by 0.103916
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.618
ELB improved by 0.0972059
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.527
ELB improved by 0.0907104
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.443
ELB improved by 0.084487
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.364
ELB improved by 0.078579
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.291
ELB improved by 0.0730142
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.223
ELB improved by 0.0678075
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.16
ELB improved by 0.0629621
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.102
ELB improved by 0.0584721
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.048
ELB improved by 0.0543252
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.997
ELB improved by 0.0505042
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.95
ELB improved by 0.0469889
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.906
ELB improved by 0.043758
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.866
ELB improved by 0.0407894
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.827
ELB improved by 0.0380615
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.792
ELB improved by 0.0355537
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.759
ELB improved by 0.0332466
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.728
ELB improved by 0.0311219
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.698
ELB improved by 0.0291632
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.671
ELB improved by 0.0273553
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.645
ELB improved by 0.0256844
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.621
ELB improved by 0.0241382
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.599
ELB improved by 0.0227055
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.577
ELB improved by 0.0213764
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.557
ELB improved by 0.0201418
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.538
ELB improved by 0.0189937
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.52
ELB improved by 0.0179249
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.503
ELB improved by 0.0169289
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.487
ELB improved by 0.0159999
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.472
ELB improved by 0.0151325
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.458
ELB improved by 0.0143222
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.444
ELB improved by 0.0135645
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.431
ELB improved by 0.0128557
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.419
ELB improved by 0.0121922
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.408
ELB improved by 0.0115708
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.397
ELB improved by 0.0109885
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.386
ELB improved by 0.0104428
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.376
ELB improved by 0.00993113
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-874.712
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-593.084
ELB improved by 281.628
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-533.953
ELB improved by 59.1311
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-489.195
ELB improved by 44.7583
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-467.17
ELB improved by 22.0245
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.393
ELB improved by 8.77728
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.024
ELB improved by 5.36829
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.285
ELB improved by 4.73897
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.441
ELB improved by 4.84454
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.244
ELB improved by 5.19676
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.774
ELB improved by 5.47069
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.479
ELB improved by 5.29423
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.953
ELB improved by 4.52588
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.437
ELB improved by 3.51639
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.718
ELB improved by 2.71877
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.458
ELB improved by 2.26073
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.394
ELB improved by 2.06377
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.479
ELB improved by 1.91428
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.926
ELB improved by 1.5539
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.812
ELB improved by 1.11307
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.024
ELB improved by 0.788337
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.439
ELB improved by 0.585121
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.98
ELB improved by 0.458644
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.604
ELB improved by 0.376181
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.285
ELB improved by 0.319529
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.005
ELB improved by 0.279218
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.755
ELB improved by 0.25078
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.522
ELB improved by 0.233008
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.296
ELB improved by 0.226105
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.068
ELB improved by 0.227277
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.844
ELB improved by 0.224756
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.64
ELB improved by 0.203416
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.474
ELB improved by 0.165687
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.345
ELB improved by 0.129313
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.241
ELB improved by 0.104254
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.151
ELB improved by 0.0894621
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.07
ELB improved by 0.0809955
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.994
ELB improved by 0.0759433
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.922
ELB improved by 0.0727415
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.851
ELB improved by 0.0706468
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.782
ELB improved by 0.0693136
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.713
ELB improved by 0.0685724
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.645
ELB improved by 0.0683302
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.576
ELB improved by 0.068529
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.507
ELB improved by 0.069129
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.437
ELB improved by 0.0701017
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.366
ELB improved by 0.0714267
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.293
ELB improved by 0.0730908
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.217
ELB improved by 0.0750874
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.14
ELB improved by 0.0774163
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.06
ELB improved by 0.080084
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.977
ELB improved by 0.0831031
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.89
ELB improved by 0.0864918
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.8
ELB improved by 0.0902729
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.706
ELB improved by 0.0944713
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.607
ELB improved by 0.099111
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.502
ELB improved by 0.10421
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.393
ELB improved by 0.109776
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.277
ELB improved by 0.115794
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.155
ELB improved by 0.122226
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.026
ELB improved by 0.128999
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.89
ELB improved by 0.136003
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.746
ELB improved by 0.143092
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.596
ELB improved by 0.150091
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.44
ELB improved by 0.156803
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.277
ELB improved by 0.16303
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.108
ELB improved by 0.168573
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.935
ELB improved by 0.173238
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.758
ELB improved by 0.17683
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.579
ELB improved by 0.179128
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.399
ELB improved by 0.179884
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.22
ELB improved by 0.178828
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.044
ELB improved by 0.175717
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.874
ELB improved by 0.1704
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.711
ELB improved by 0.1629
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.558
ELB improved by 0.153449
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.415
ELB improved by 0.14247
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.285
ELB improved by 0.130512
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.166
ELB improved by 0.118146
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.061
ELB improved by 0.105888
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.966
ELB improved by 0.0941419
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.883
ELB improved by 0.0831828
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.81
ELB improved by 0.0731658
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.746
ELB improved by 0.0641513
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.69
ELB improved by 0.0561324
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.641
ELB improved by 0.0490599
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.598
ELB improved by 0.0428606
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.56
ELB improved by 0.037451
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.528
ELB improved by 0.0327452
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.499
ELB improved by 0.0286604
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.474
ELB improved by 0.0251193
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.452
ELB improved by 0.0220518
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.432
ELB improved by 0.0193952
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.415
ELB improved by 0.0170941
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.4
ELB improved by 0.0150998
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.387
ELB improved by 0.0133704
iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.375
ELB improved by 0.0118692
iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.364
ELB improved by 0.0105648
iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.355
ELB improved by 0.00943005
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-861.879
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-585.463
ELB improved by 276.417
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-527.709
ELB improved by 57.7533
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-484.426
ELB improved by 43.2836
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-463.633
ELB improved by 20.7926
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.85
ELB improved by 7.7831
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.877
ELB improved by 3.97289
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.752
ELB improved by 3.1247
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.928
ELB improved by 2.82449
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.242
ELB improved by 2.68591
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.63
ELB improved by 2.61191
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.073
ELB improved by 2.55748
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.588
ELB improved by 2.48412
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.243
ELB improved by 2.34544
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.141
ELB improved by 2.1024
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.38
ELB improved by 1.76061
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.002
ELB improved by 1.37792
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.984
ELB improved by 1.01791
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.264
ELB improved by 0.720034
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.763
ELB improved by 0.500707
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.41
ELB improved by 0.353938
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.148
ELB improved by 0.261021
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.946
ELB improved by 0.202974
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.78
ELB improved by 0.165928
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.638
ELB improved by 0.141237
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.514
ELB improved by 0.123921
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.403
ELB improved by 0.111202
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.302
ELB improved by 0.101531
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.208
ELB improved by 0.0940283
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.119
ELB improved by 0.0881748
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.036
ELB improved by 0.0836575
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.956
ELB improved by 0.0802831
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.878
ELB improved by 0.0779359
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.801
ELB improved by 0.0765544
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.725
ELB improved by 0.0761207
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.648
ELB improved by 0.0766558
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.57
ELB improved by 0.0782196
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.489
ELB improved by 0.0809142
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.404
ELB improved by 0.0848897
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.314
ELB improved by 0.0903541
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.216
ELB improved by 0.0975846
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.109
ELB improved by 0.106943
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.99
ELB improved by 0.118893
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.856
ELB improved by 0.134013
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.703
ELB improved by 0.15301
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.527
ELB improved by 0.176718
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.321
ELB improved by 0.206066
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.079
ELB improved by 0.242027
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.793
ELB improved by 0.285515
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.456
ELB improved by 0.337259
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.058
ELB improved by 0.397664
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.592
ELB improved by 0.466637
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.048
ELB improved by 0.543312
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.423
ELB improved by 0.625568
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.713
ELB improved by 0.709515
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.923
ELB improved by 0.789797
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.061
ELB improved by 0.862086
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.134
ELB improved by 0.927488
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.144
ELB improved by 0.99011
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.115
ELB improved by 1.02887
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.133
ELB improved by 0.981336
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.305
ELB improved by 0.828726
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.674
ELB improved by 0.630335
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.221
ELB improved by 0.453081
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.893
ELB improved by 0.328148
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.642
ELB improved by 0.250956
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.437
ELB improved by 0.205117
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.26
ELB improved by 0.177168
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.102
ELB improved by 0.158418
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.958
ELB improved by 0.143375
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.829
ELB improved by 0.128794
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.716
ELB improved by 0.113298
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.619
ELB improved by 0.0969629
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.538
ELB improved by 0.0807882
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.472
ELB improved by 0.066015
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.419
ELB improved by 0.0534485
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.376
ELB improved by 0.043239
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.341
ELB improved by 0.0351163
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.312
ELB improved by 0.0286904
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.288
ELB improved by 0.023606
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.269
ELB improved by 0.019576
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.252
ELB improved by 0.0163731
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.238
ELB improved by 0.0138171
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.227
ELB improved by 0.0117656
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.217
ELB improved by 0.0101075
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.208
ELB improved by 0.00875732
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-922.412
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-566.641
ELB improved by 355.771
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-510.019
ELB improved by 56.6221
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-481.617
ELB improved by 28.4019
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-470.924
ELB improved by 10.693
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-465.561
ELB improved by 5.36275
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.291
ELB improved by 4.26963
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.991
ELB improved by 4.30046
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.1
ELB improved by 4.89035
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.223
ELB improved by 5.87726
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.352
ELB improved by 6.87086
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.317
ELB improved by 7.03511
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.406
ELB improved by 5.91155
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.177
ELB improved by 4.22893
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.354
ELB improved by 2.82242
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.491
ELB improved by 1.86316
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.186
ELB improved by 1.30491
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.18
ELB improved by 1.00647
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.346
ELB improved by 0.833458
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.623
ELB improved by 0.722774
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.972
ELB improved by 0.651765
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.364
ELB improved by 0.607927
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.783
ELB improved by 0.580577
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.222
ELB improved by 0.561589
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.676
ELB improved by 0.545592
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.147
ELB improved by 0.52949
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.634
ELB improved by 0.512126
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.14
ELB improved by 0.49411
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.663
ELB improved by 0.477788
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.195
ELB improved by 0.467821
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.721
ELB improved by 0.473894
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.202
ELB improved by 0.519307
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.55
ELB improved by 0.651485
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.694
ELB improved by 0.855583
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.792
ELB improved by 0.901989
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.992
ELB improved by 0.800545
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.281
ELB improved by 0.711282
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.637
ELB improved by 0.643186
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.054
ELB improved by 0.583926
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.521
ELB improved by 0.532975
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.021
ELB improved by 0.499522
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.513
ELB improved by 0.508143
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.905
ELB improved by 0.607949
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.122
ELB improved by 0.783318
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.349
ELB improved by 0.772617
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.775
ELB improved by 0.574366
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.373
ELB improved by 0.401299
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.09
ELB improved by 0.28359
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.886
ELB improved by 0.203741
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.738
ELB improved by 0.147508
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.632
ELB improved by 0.106672
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.555
ELB improved by 0.0772314
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.498
ELB improved by 0.0566704
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.455
ELB improved by 0.0426934
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.422
ELB improved by 0.0332573
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.395
ELB improved by 0.026798
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.373
ELB improved by 0.022249
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.354
ELB improved by 0.018929
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.338
ELB improved by 0.0164159
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.323
ELB improved by 0.0144491
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.31
ELB improved by 0.0128664
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.299
ELB improved by 0.0115644
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.288
ELB improved by 0.0104751
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.279
ELB improved by 0.00955219
ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
>
> proc.time()
user system elapsed
3.010 0.183 3.184
graper.Rcheck/graper-Ex.timings
| name | user | system | elapsed | |
| coef.graper | 0.052 | 0.001 | 0.052 | |
| getPIPs | 0.045 | 0.000 | 0.045 | |
| graper | 0.070 | 0.003 | 0.074 | |
| makeExampleData | 0.009 | 0.000 | 0.009 | |
| makeExampleDataWithUnequalGroups | 0.01 | 0.00 | 0.01 | |
| plotELBO | 0.444 | 0.023 | 0.469 | |
| plotGroupPenalties | 1.584 | 0.068 | 1.655 | |
| plotPosterior | 0.963 | 0.016 | 0.980 | |
| predict.graper | 0.996 | 0.020 | 1.018 | |
| print.graper | 0.041 | 0.008 | 0.049 | |