Britta Velten
| Snapshot Date: 2026-04-22 13:40 -0400 (Wed, 22 Apr 2026) |
| git_url: https://git.bioconductor.org/packages/graper |
| git_branch: devel |
| git_last_commit: 95474d7 |
| git_last_commit_date: 2025-10-29 10:49:21 -0400 (Wed, 29 Oct 2025) |
| Back to Multiple platform build/check report for BioC 3.23: simplified long |
|
This page was generated on 2026-04-23 11:40 -0400 (Thu, 23 Apr 2026).
| Hostname | OS | Arch (*) | R version | Installed pkgs |
|---|---|---|---|---|
| nebbiolo1 | Linux (Ubuntu 24.04.4 LTS) | x86_64 | 4.6.0 RC (2026-04-17 r89917) -- "Because it was There" | 4783 |
| kjohnson3 | macOS 13.7.7 Ventura | arm64 | 4.6.0 alpha (2026-04-08 r89818) | 4701 |
| Click on any hostname to see more info about the system (e.g. compilers) (*) as reported by 'uname -p', except on Windows and Mac OS X | ||||
| Package 938/2404 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
| graper 1.27.0 (landing page) Britta Velten
| nebbiolo1 | Linux (Ubuntu 24.04.4 LTS) / x86_64 | OK | OK | OK | | ||||||||
| kjohnson3 | macOS 13.7.7 Ventura / arm64 | OK | OK | OK | OK | | ||||||||
| See other builds for graper in R Universe. | ||||||||||||||
|
To the developers/maintainers of the graper package: - Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/graper.git to reflect on this report. See Troubleshooting Build Report for more information. - Use the following Renviron settings to reproduce errors and warnings. - If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information. |
| Package: graper |
| Version: 1.27.0 |
| Command: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:graper.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings graper_1.27.0.tar.gz |
| StartedAt: 2026-04-22 20:06:44 -0400 (Wed, 22 Apr 2026) |
| EndedAt: 2026-04-22 20:07:17 -0400 (Wed, 22 Apr 2026) |
| EllapsedTime: 32.4 seconds |
| RetCode: 0 |
| Status: OK |
| CheckDir: graper.Rcheck |
| Warnings: 0 |
##############################################################################
##############################################################################
###
### Running command:
###
### /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:graper.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings graper_1.27.0.tar.gz
###
##############################################################################
##############################################################################
* using log directory ‘/Users/biocbuild/bbs-3.23-bioc/meat/graper.Rcheck’
* using R version 4.6.0 alpha (2026-04-08 r89818)
* using platform: aarch64-apple-darwin23
* R was compiled by
Apple clang version 17.0.0 (clang-1700.3.19.1)
GNU Fortran (GCC) 14.2.0
* running under: macOS Tahoe 26.3.1
* using session charset: UTF-8
* current time: 2026-04-23 00:06:44 UTC
* using option ‘--no-vignettes’
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.27.0’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘graper’ can be installed ... OK
* used C++ compiler: ‘Apple clang version 17.0.0 (clang-1700.6.4.2)’
* used SDK: ‘MacOSX26.2.sdk’
* checking installed package size ... OK
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking code files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... NOTE
checkRd: (-1) predict.graper.Rd:19-21: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:23-24: Lost braces in \itemize; meant \describe ?
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... INFO
Note: information on .o files is not available
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
Running ‘testthat.R’
OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE
Status: 1 NOTE
See
‘/Users/biocbuild/bbs-3.23-bioc/meat/graper.Rcheck/00check.log’
for details.
graper.Rcheck/00install.out
############################################################################## ############################################################################## ### ### Running command: ### ### /Library/Frameworks/R.framework/Resources/bin/R CMD INSTALL graper ### ############################################################################## ############################################################################## * installing to library ‘/Library/Frameworks/R.framework/Versions/4.6/Resources/library’ * installing *source* package ‘graper’ ... ** this is package ‘graper’ version ‘1.27.0’ ** using staged installation ** libs using C++ compiler: ‘Apple clang version 17.0.0 (clang-1700.6.4.2)’ using SDK: ‘MacOSX26.2.sdk’ clang++ -arch arm64 -std=gnu++20 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BH/include' -I/opt/R/arm64/include -fPIC -falign-functions=64 -Wall -g -O2 -c RcppExports.cpp -o RcppExports.o clang++ -arch arm64 -std=gnu++20 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/BH/include' -I/opt/R/arm64/include -fPIC -falign-functions=64 -Wall -g -O2 -c fit_graper.cpp -o fit_graper.o clang++ -arch arm64 -std=gnu++20 -dynamiclib -Wl,-headerpad_max_install_names -undefined dynamic_lookup -L/Library/Frameworks/R.framework/Resources/lib -L/opt/R/arm64/lib -o graper.so RcppExports.o fit_graper.o -L/Library/Frameworks/R.framework/Resources/lib -lRlapack -L/Library/Frameworks/R.framework/Resources/lib -lRblas -L/opt/gfortran/lib/gcc/aarch64-apple-darwin20.0/14.2.0 -L/opt/gfortran/lib -lemutls_w -lheapt_w -lgfortran -lquadmath -F/Library/Frameworks/R.framework/.. -framework R installing to /Library/Frameworks/R.framework/Versions/4.6/Resources/library/00LOCK-graper/00new/graper/libs ** R ** byte-compile and prepare package for lazy loading ** help *** installing help indices ** building package indices ** installing vignettes ** testing if installed package can be loaded from temporary location ** checking absolute paths in shared objects and dynamic libraries ** testing if installed package can be loaded from final location ** testing if installed package keeps a record of temporary installation path * DONE (graper)
graper.Rcheck/tests/testthat.Rout
R version 4.6.0 alpha (2026-04-08 r89818)
Copyright (C) 2026 The R Foundation for Statistical Computing
Platform: aarch64-apple-darwin23
R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.
R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.
Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.
> library(testthat)
> library(graper)
>
> test_check("graper")
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-875.633
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-567.167
ELB improved by 308.466
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-503.542
ELB improved by 63.6257
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.45
ELB improved by 39.092
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.522
ELB improved by 16.9279
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.752
ELB improved by 7.7701
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.153
ELB improved by 4.59847
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.734
ELB improved by 3.41937
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.725
ELB improved by 3.00863
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.817
ELB improved by 2.90849
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.917
ELB improved by 2.89961
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.054
ELB improved by 2.86364
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.32
ELB improved by 2.73312
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.846
ELB improved by 2.47449
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.755
ELB improved by 2.09062
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.12
ELB improved by 1.63575
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.93
ELB improved by 1.18935
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.112
ELB improved by 0.817724
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.559
ELB improved by 0.553242
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.174
ELB improved by 0.385001
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.891
ELB improved by 0.282823
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.671
ELB improved by 0.220282
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.491
ELB improved by 0.180309
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.338
ELB improved by 0.153157
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.204
ELB improved by 0.133521
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.086
ELB improved by 0.11853
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.979
ELB improved by 0.106595
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.882
ELB improved by 0.0967989
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.794
ELB improved by 0.0885848
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.712
ELB improved by 0.0815921
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.636
ELB improved by 0.0755742
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.566
ELB improved by 0.0703535
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.5
ELB improved by 0.0657962
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.439
ELB improved by 0.0617982
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.38
ELB improved by 0.0582768
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.325
ELB improved by 0.0551643
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.273
ELB improved by 0.0524055
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.223
ELB improved by 0.0499543
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.175
ELB improved by 0.0477726
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.129
ELB improved by 0.0458285
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.085
ELB improved by 0.0440956
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.042
ELB improved by 0.0425519
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.001
ELB improved by 0.0411797
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.961
ELB improved by 0.039965
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.922
ELB improved by 0.0388967
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.884
ELB improved by 0.0379669
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.847
ELB improved by 0.0371702
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.811
ELB improved by 0.0365033
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.775
ELB improved by 0.0359647
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.739
ELB improved by 0.0355538
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.704
ELB improved by 0.0352704
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.669
ELB improved by 0.0351128
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.634
ELB improved by 0.0350772
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.599
ELB improved by 0.035155
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.563
ELB improved by 0.0353317
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.528
ELB improved by 0.0355851
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.492
ELB improved by 0.035885
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.456
ELB improved by 0.0361943
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.419
ELB improved by 0.0364713
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.383
ELB improved by 0.0366744
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.346
ELB improved by 0.0367665
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.309
ELB improved by 0.0367188
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.273
ELB improved by 0.0365136
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.236
ELB improved by 0.036144
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.201
ELB improved by 0.0356123
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.166
ELB improved by 0.0349283
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.132
ELB improved by 0.0341067
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.099
ELB improved by 0.0331656
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.066
ELB improved by 0.0321251
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.035
ELB improved by 0.0310066
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.006
ELB improved by 0.0298317
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.977
ELB improved by 0.0286216
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.95
ELB improved by 0.0273963
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.923
ELB improved by 0.0261739
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.898
ELB improved by 0.0249702
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.875
ELB improved by 0.0237986
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.852
ELB improved by 0.0226694
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.83
ELB improved by 0.0215905
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.81
ELB improved by 0.0205674
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.79
ELB improved by 0.0196032
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.772
ELB improved by 0.0186993
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.754
ELB improved by 0.0178555
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.737
ELB improved by 0.0170706
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.72
ELB improved by 0.0163424
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.705
ELB improved by 0.0156681
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.69
ELB improved by 0.0150446
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.675
ELB improved by 0.0144686
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.661
ELB improved by 0.0139365
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.648
ELB improved by 0.0134452
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.635
ELB improved by 0.0129913
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.622
ELB improved by 0.0125717
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.61
ELB improved by 0.0121836
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.598
ELB improved by 0.0118242
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.587
ELB improved by 0.0114911
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.575
ELB improved by 0.0111819
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.565
ELB improved by 0.0108945
iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.554
ELB improved by 0.010627
iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.544
ELB improved by 0.0103777
iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.533
ELB improved by 0.0101449
iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.523
ELB improved by 0.0099271
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-838.396
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-570.803
ELB improved by 267.594
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-510.289
ELB improved by 60.514
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-466.402
ELB improved by 43.8867
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.694
ELB improved by 20.7086
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.658
ELB improved by 8.03566
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.569
ELB improved by 4.0893
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.648
ELB improved by 2.9203
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.119
ELB improved by 2.52943
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.703
ELB improved by 2.41626
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.278
ELB improved by 2.42478
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.791
ELB improved by 2.48694
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.253
ELB improved by 2.53781
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.761
ELB improved by 2.49248
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.483
ELB improved by 2.27718
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.588
ELB improved by 1.89557
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.139
ELB improved by 1.44832
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.085
ELB improved by 1.05478
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.315
ELB improved by 0.769365
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.734
ELB improved by 0.581274
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.275
ELB improved by 0.458936
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.897
ELB improved by 0.377673
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.574
ELB improved by 0.323068
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.288
ELB improved by 0.286521
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.026
ELB improved by 0.26226
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.779
ELB improved by 0.246284
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.543
ELB improved by 0.235904
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.314
ELB improved by 0.229349
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.089
ELB improved by 0.22545
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.865
ELB improved by 0.223414
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.642
ELB improved by 0.222688
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.42
ELB improved by 0.222896
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.196
ELB improved by 0.223806
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.97
ELB improved by 0.225326
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.743
ELB improved by 0.227531
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.512
ELB improved by 0.230698
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.277
ELB improved by 0.235396
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.034
ELB improved by 0.242634
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.78
ELB improved by 0.254163
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.507
ELB improved by 0.272974
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.203
ELB improved by 0.303932
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.85
ELB improved by 0.353295
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.427
ELB improved by 0.422935
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.928
ELB improved by 0.498614
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.366
ELB improved by 0.562505
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.729
ELB improved by 0.637077
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.961
ELB improved by 0.767266
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.01
ELB improved by 0.951023
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.889
ELB improved by 1.12145
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.643
ELB improved by 1.24634
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.301
ELB improved by 1.34116
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.913
ELB improved by 1.38892
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.567
ELB improved by 1.34574
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.38
ELB improved by 1.18721
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.434
ELB improved by 0.945395
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.744
ELB improved by 0.690353
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.265
ELB improved by 0.479088
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.934
ELB improved by 0.331234
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.695
ELB improved by 0.238759
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.511
ELB improved by 0.183538
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.364
ELB improved by 0.147487
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.246
ELB improved by 0.117539
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.157
ELB improved by 0.0893799
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.091
ELB improved by 0.0654829
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.043
ELB improved by 0.0481335
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.007
ELB improved by 0.0366506
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.977
ELB improved by 0.0291597
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.953
ELB improved by 0.0241083
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.933
ELB improved by 0.0205264
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.915
ELB improved by 0.0178555
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.899
ELB improved by 0.0157753
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.885
ELB improved by 0.014098
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.872
ELB improved by 0.0127096
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.861
ELB improved by 0.0115378
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.85
ELB improved by 0.010535
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.841
ELB improved by 0.00966807
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-884.98
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-579.357
ELB improved by 305.622
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-519.582
ELB improved by 59.7756
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-482.59
ELB improved by 36.9917
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-467.43
ELB improved by 15.1598
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.137
ELB improved by 6.2935
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.638
ELB improved by 4.49911
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.477
ELB improved by 4.16081
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.353
ELB improved by 4.12387
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.223
ELB improved by 4.13008
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.212
ELB improved by 4.01123
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.55
ELB improved by 3.66122
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.405
ELB improved by 3.14543
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.816
ELB improved by 2.58861
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.796
ELB improved by 2.02009
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.289
ELB improved by 1.50703
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.173
ELB improved by 1.11665
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.313
ELB improved by 0.8596
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.606
ELB improved by 0.707252
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.982
ELB improved by 0.624126
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.398
ELB improved by 0.583949
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.827
ELB improved by 0.570873
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.251
ELB improved by 0.576263
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.655
ELB improved by 0.595957
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.026
ELB improved by 0.628815
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.349
ELB improved by 0.676365
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.606
ELB improved by 0.743375
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.766
ELB improved by 0.839574
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.784
ELB improved by 0.982159
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.595
ELB improved by 1.18924
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.168
ELB improved by 1.42751
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.591
ELB improved by 1.57639
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.991
ELB improved by 1.60044
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.446
ELB improved by 1.54432
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.038
ELB improved by 1.40851
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.842
ELB improved by 1.19624
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.896
ELB improved by 0.945293
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.19
ELB improved by 0.705928
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.683
ELB improved by 0.507281
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.329
ELB improved by 0.35443
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.086
ELB improved by 0.243221
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.919
ELB improved by 0.166576
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.803
ELB improved by 0.115573
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.721
ELB improved by 0.0819465
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.662
ELB improved by 0.0596254
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.617
ELB improved by 0.0445951
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.583
ELB improved by 0.0342867
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.556
ELB improved by 0.0270672
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.534
ELB improved by 0.021897
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.516
ELB improved by 0.0181092
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.501
ELB improved by 0.0152708
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.487
ELB improved by 0.0130968
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.476
ELB improved by 0.0113963
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.466
ELB improved by 0.0100397
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.457
ELB improved by 0.00893718
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-892.313
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-588.61
ELB improved by 303.704
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-528.818
ELB improved by 59.7922
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-491.508
ELB improved by 37.3092
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-474.733
ELB improved by 16.7758
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-467.36
ELB improved by 7.37221
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.845
ELB improved by 5.51562
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.791
ELB improved by 6.05343
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.4
ELB improved by 7.39168
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.009
ELB improved by 8.39107
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.363
ELB improved by 7.64502
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.923
ELB improved by 5.4402
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.503
ELB improved by 3.42079
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.384
ELB improved by 2.11807
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.086
ELB improved by 1.2984
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.273
ELB improved by 0.813148
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.73
ELB improved by 0.542855
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.341
ELB improved by 0.388847
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.046
ELB improved by 0.294846
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.813
ELB improved by 0.233146
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.623
ELB improved by 0.190159
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.464
ELB improved by 0.158831
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.329
ELB improved by 0.135216
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.212
ELB improved by 0.116946
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.11
ELB improved by 0.102516
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.019
ELB improved by 0.090919
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.937
ELB improved by 0.0814548
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.864
ELB improved by 0.0736186
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.796
ELB improved by 0.0670393
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.735
ELB improved by 0.0614422
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.678
ELB improved by 0.0566271
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.626
ELB improved by 0.0524529
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.577
ELB improved by 0.048824
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.531
ELB improved by 0.0456764
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.489
ELB improved by 0.0429652
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.448
ELB improved by 0.0406537
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.409
ELB improved by 0.0387086
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.372
ELB improved by 0.0370982
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.336
ELB improved by 0.0357941
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.301
ELB improved by 0.0347738
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.267
ELB improved by 0.0340237
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.234
ELB improved by 0.0335431
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.201
ELB improved by 0.0333479
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.167
ELB improved by 0.0334782
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.133
ELB improved by 0.0340103
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.098
ELB improved by 0.0350783
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.061
ELB improved by 0.0369145
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.021
ELB improved by 0.0399236
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.976
ELB improved by 0.044821
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.923
ELB improved by 0.0528787
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.857
ELB improved by 0.0663047
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.769
ELB improved by 0.0885854
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.645
ELB improved by 0.123961
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.47
ELB improved by 0.174629
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.232
ELB improved by 0.237526
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.925
ELB improved by 0.307114
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.548
ELB improved by 0.377071
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.117
ELB improved by 0.431563
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.66
ELB improved by 0.456401
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.196
ELB improved by 0.463967
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.722
ELB improved by 0.473901
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.23
ELB improved by 0.492587
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.709
ELB improved by 0.520365
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.152
ELB improved by 0.557473
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.548
ELB improved by 0.604006
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.889
ELB improved by 0.658585
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.172
ELB improved by 0.717214
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.399
ELB improved by 0.772784
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.584
ELB improved by 0.815792
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.747
ELB improved by 0.836859
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.917
ELB improved by 0.830217
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.121
ELB improved by 0.79514
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.387
ELB improved by 0.734889
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.727
ELB improved by 0.65904
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.143
ELB improved by 0.584119
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.632
ELB improved by 0.511175
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.221
ELB improved by 0.411644
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.93
ELB improved by 0.290969
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.734
ELB improved by 0.195574
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.596
ELB improved by 0.138058
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.488
ELB improved by 0.10797
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.388
ELB improved by 0.0997296
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.267
ELB improved by 0.121164
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.06
ELB improved by 0.206896
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.655
ELB improved by 0.405062
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.116
ELB improved by 0.539349
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.754
ELB improved by 0.361344
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.596
ELB improved by 0.158123
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.53
ELB improved by 0.0664221
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.497
ELB improved by 0.0332067
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.476
ELB improved by 0.0211475
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.459
ELB improved by 0.0163025
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.445
ELB improved by 0.0140197
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.432
ELB improved by 0.0127279
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.421
ELB improved by 0.0118582
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.409
ELB improved by 0.0111845
iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.399
ELB improved by 0.0106091
iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.389
ELB improved by 0.0100866
iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.379
ELB improved by 0.00959575
ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
>
> proc.time()
user system elapsed
1.042 0.085 1.125
graper.Rcheck/graper-Ex.timings
| name | user | system | elapsed | |
| coef.graper | 0.028 | 0.009 | 0.038 | |
| getPIPs | 0.027 | 0.007 | 0.034 | |
| graper | 0.044 | 0.011 | 0.055 | |
| makeExampleData | 0.004 | 0.000 | 0.004 | |
| makeExampleDataWithUnequalGroups | 0.005 | 0.000 | 0.005 | |
| plotELBO | 0.126 | 0.008 | 0.135 | |
| plotGroupPenalties | 0.427 | 0.011 | 0.441 | |
| plotPosterior | 0.216 | 0.008 | 0.224 | |
| predict.graper | 1.015 | 0.036 | 1.052 | |
| print.graper | 0.027 | 0.004 | 0.030 | |