Britta Velten
| Snapshot Date: 2026-04-20 13:40 -0400 (Mon, 20 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 2026-04-21 11:35 -0400 (Tue, 21 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" | 4686 |
| kjohnson3 | macOS 13.7.7 Ventura | arm64 | 4.6.0 alpha (2026-04-08 r89818) | 4690 |
| 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: 2026-04-20 20:08:19 -0400 (Mon, 20 Apr 2026) |
| EndedAt: 2026-04-20 20:08:51 -0400 (Mon, 20 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: 2026-04-21 00:08:19 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=-875.209
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-570.771
ELB improved by 304.438
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-512.461
ELB improved by 58.3096
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-476.592
ELB improved by 35.8689
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.139
ELB improved by 15.4533
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.902
ELB improved by 7.23765
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.703
ELB improved by 5.19841
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.918
ELB improved by 4.78505
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.896
ELB improved by 5.02179
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.335
ELB improved by 5.56087
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.295
ELB improved by 6.0407
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.308
ELB improved by 5.98696
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.198
ELB improved by 5.10931
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.507
ELB improved by 3.69103
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.123
ELB improved by 2.38435
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.638
ELB improved by 1.48496
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.699
ELB improved by 0.938758
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.076
ELB improved by 0.62353
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.633
ELB improved by 0.442481
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.298
ELB improved by 0.33486
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.031
ELB improved by 0.267055
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.81
ELB improved by 0.221539
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.621
ELB improved by 0.189242
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.455
ELB improved by 0.165321
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.308
ELB improved by 0.147045
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.175
ELB improved by 0.132774
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.054
ELB improved by 0.121459
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.942
ELB improved by 0.112396
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.837
ELB improved by 0.10509
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.737
ELB improved by 0.0991824
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.643
ELB improved by 0.0944067
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.552
ELB improved by 0.0905611
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.465
ELB improved by 0.0874893
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.38
ELB improved by 0.0850693
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.297
ELB improved by 0.0832045
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.215
ELB improved by 0.0818178
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.134
ELB improved by 0.0808484
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.054
ELB improved by 0.0802486
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.974
ELB improved by 0.0799826
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.894
ELB improved by 0.0800262
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.813
ELB improved by 0.0803668
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.732
ELB improved by 0.0810045
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.65
ELB improved by 0.0819537
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.567
ELB improved by 0.0832462
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.482
ELB improved by 0.0849354
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.395
ELB improved by 0.0871033
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.305
ELB improved by 0.0898704
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.212
ELB improved by 0.0934141
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.114
ELB improved by 0.0979972
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.01
ELB improved by 0.104022
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.898
ELB improved by 0.112126
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.774
ELB improved by 0.12338
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.635
ELB improved by 0.139682
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.47
ELB improved by 0.1646
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.265
ELB improved by 0.205035
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.992
ELB improved by 0.273443
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.607
ELB improved by 0.38432
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.082
ELB improved by 0.525626
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.444
ELB improved by 0.637188
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.745
ELB improved by 0.699552
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.994
ELB improved by 0.751052
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.188
ELB improved by 0.805473
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.332
ELB improved by 0.856779
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.435
ELB improved by 0.896244
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.522
ELB improved by 0.913715
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.625
ELB improved by 0.896851
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.79
ELB improved by 0.834279
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.067
ELB improved by 0.723492
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.488
ELB improved by 0.579042
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.058
ELB improved by 0.429516
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.758
ELB improved by 0.300483
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.555
ELB improved by 0.202876
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.42
ELB improved by 0.135298
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.329
ELB improved by 0.0909851
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.266
ELB improved by 0.0627449
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.221
ELB improved by 0.0449415
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.187
ELB improved by 0.0337168
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.161
ELB improved by 0.0265976
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.139
ELB improved by 0.0220473
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.12
ELB improved by 0.0191237
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.102
ELB improved by 0.0172514
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.086
ELB improved by 0.0160794
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.071
ELB improved by 0.0153936
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.056
ELB improved by 0.0150643
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.041
ELB improved by 0.0150142
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.026
ELB improved by 0.0151986
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.01
ELB improved by 0.0155936
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.994
ELB improved by 0.0161883
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.977
ELB improved by 0.016979
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.959
ELB improved by 0.0179645
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.94
ELB improved by 0.0191416
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.919
ELB improved by 0.0205003
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.897
ELB improved by 0.022019
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.874
ELB improved by 0.0236617
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.848
ELB improved by 0.0253785
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.821
ELB improved by 0.0271119
iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.792
ELB improved by 0.028808
iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.762
ELB improved by 0.0304312
iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.73
ELB improved by 0.0319733
iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.696
ELB improved by 0.0334548
iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.661
ELB improved by 0.0349168
iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.625
ELB improved by 0.0364081
iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.587
ELB improved by 0.0379739
iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.547
ELB improved by 0.0396499
iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.506
ELB improved by 0.0414605
iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.463
ELB improved by 0.0434202
iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.417
ELB improved by 0.045536
iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.369
ELB improved by 0.0478095
iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.319
ELB improved by 0.0502379
iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.266
ELB improved by 0.0528149
iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.211
ELB improved by 0.0555301
iteration 112
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.152
ELB improved by 0.0583683
iteration 113
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.091
ELB improved by 0.0613078
iteration 114
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.027
ELB improved by 0.0643182
iteration 115
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.959
ELB improved by 0.0673571
iteration 116
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.889
ELB improved by 0.0703672
iteration 117
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.816
ELB improved by 0.0732743
iteration 118
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.74
ELB improved by 0.0759876
iteration 119
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.661
ELB improved by 0.0784065
iteration 120
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.581
ELB improved by 0.0804338
iteration 121
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.499
ELB improved by 0.0819942
iteration 122
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.416
ELB improved by 0.0830544
iteration 123
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.332
ELB improved by 0.0836369
iteration 124
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.248
ELB improved by 0.0838258
iteration 125
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.165
ELB improved by 0.0837668
iteration 126
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.081
ELB improved by 0.0836688
iteration 127
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.997
ELB improved by 0.0838114
iteration 128
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.912
ELB improved by 0.0845515
iteration 129
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.826
ELB improved by 0.086302
iteration 130
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.737
ELB improved by 0.0894213
iteration 131
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.643
ELB improved by 0.0939349
iteration 132
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.544
ELB improved by 0.0991172
iteration 133
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.44
ELB improved by 0.103336
iteration 134
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.336
ELB improved by 0.104797
iteration 135
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.233
ELB improved by 0.102896
iteration 136
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.134
ELB improved by 0.0985753
iteration 137
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.041
ELB improved by 0.0931885
iteration 138
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.954
ELB improved by 0.0873729
iteration 139
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.873
ELB improved by 0.080985
iteration 140
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.799
ELB improved by 0.0737315
iteration 141
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.733
ELB improved by 0.0657414
iteration 142
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.675
ELB improved by 0.0576061
iteration 143
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.625
ELB improved by 0.0499892
iteration 144
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.582
ELB improved by 0.0432819
iteration 145
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.545
ELB improved by 0.0375598
iteration 146
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.512
ELB improved by 0.032718
iteration 147
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.483
ELB improved by 0.0286023
iteration 148
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.458
ELB improved by 0.0250739
iteration 149
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.436
ELB improved by 0.0220258
iteration 150
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.417
ELB improved by 0.0193777
iteration 151
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.4
ELB improved by 0.0170691
iteration 152
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.385
ELB improved by 0.0150519
iteration 153
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.371
ELB improved by 0.013287
iteration 154
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.36
ELB improved by 0.0117415
iteration 155
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.349
ELB improved by 0.010387
iteration 156
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.34
ELB improved by 0.00919915
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-883.44
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-575.167
ELB improved by 308.273
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-510.908
ELB improved by 64.259
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-472.481
ELB improved by 38.4272
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.363
ELB improved by 15.1177
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.625
ELB improved by 5.73824
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.333
ELB improved by 3.29159
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.702
ELB improved by 2.63123
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.192
ELB improved by 2.51051
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.597
ELB improved by 2.59461
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.848
ELB improved by 2.74906
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.971
ELB improved by 2.87682
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.093
ELB improved by 2.87844
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.401
ELB improved by 2.69205
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.041
ELB improved by 2.35913
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.037
ELB improved by 2.00423
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.298
ELB improved by 1.73884
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.691
ELB improved by 1.60712
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.087
ELB improved by 1.60461
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.367
ELB improved by 1.71917
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.405
ELB improved by 1.96217
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.021
ELB improved by 2.384
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.038
ELB improved by 2.98337
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.634
ELB improved by 3.40391
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.297
ELB improved by 3.33655
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.387
ELB improved by 2.91003
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.087
ELB improved by 2.30059
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.434
ELB improved by 1.65281
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.33
ELB improved by 1.10428
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.576
ELB improved by 0.75406
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.013
ELB improved by 0.562368
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.554
ELB improved by 0.458915
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.159
ELB improved by 0.395659
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.823
ELB improved by 0.335414
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.557
ELB improved by 0.266552
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.353
ELB improved by 0.204057
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.195
ELB improved by 0.158098
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.068
ELB improved by 0.127084
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.961
ELB improved by 0.106365
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.869
ELB improved by 0.092363
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.786
ELB improved by 0.0830028
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.709
ELB improved by 0.077156
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.635
ELB improved by 0.0740231
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.562
ELB improved by 0.0727225
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.49
ELB improved by 0.0722666
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.418
ELB improved by 0.0719713
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.346
ELB improved by 0.0718661
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.273
ELB improved by 0.0724887
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.199
ELB improved by 0.074205
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.122
ELB improved by 0.0768608
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.042
ELB improved by 0.0801279
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.958
ELB improved by 0.0837664
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.872
ELB improved by 0.0863261
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.789
ELB improved by 0.0832293
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.719
ELB improved by 0.070046
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.669
ELB improved by 0.0501599
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.636
ELB improved by 0.032343
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.615
ELB improved by 0.0210014
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.6
ELB improved by 0.0150329
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.588
ELB improved by 0.0120407
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.578
ELB improved by 0.0104227
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.568
ELB improved by 0.00940608
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-875.875
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-594.581
ELB improved by 281.294
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-537.401
ELB improved by 57.1794
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-495.672
ELB improved by 41.7292
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-473.629
ELB improved by 22.0428
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.716
ELB improved by 8.91368
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.502
ELB improved by 4.21395
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.488
ELB improved by 3.01358
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.784
ELB improved by 2.70374
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.165
ELB improved by 2.61892
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.641
ELB improved by 2.52421
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.317
ELB improved by 2.3244
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.291
ELB improved by 2.02564
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.592
ELB improved by 1.69911
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.182
ELB improved by 1.40994
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.011
ELB improved by 1.17106
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.038
ELB improved by 0.972875
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.215
ELB improved by 0.822878
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.489
ELB improved by 0.726357
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.817
ELB improved by 0.672249
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.172
ELB improved by 0.644873
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.54
ELB improved by 0.63232
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.912
ELB improved by 0.627723
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.283
ELB improved by 0.629009
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.644
ELB improved by 0.639236
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.975
ELB improved by 0.668084
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.239
ELB improved by 0.736838
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.347
ELB improved by 0.891811
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.124
ELB improved by 1.22239
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.305
ELB improved by 1.81967
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.744
ELB improved by 2.56043
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.786
ELB improved by 2.95836
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.744
ELB improved by 3.04203
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.723
ELB improved by 3.02073
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.928
ELB improved by 2.79534
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.575
ELB improved by 2.35269
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.801
ELB improved by 1.77416
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.493
ELB improved by 1.30832
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.471
ELB improved by 1.02128
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.659
ELB improved by 0.81286
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.994
ELB improved by 0.664139
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.433
ELB improved by 0.561564
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.978
ELB improved by 0.455266
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.637
ELB improved by 0.340173
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.393
ELB improved by 0.244029
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.218
ELB improved by 0.175562
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.088
ELB improved by 0.129397
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.99
ELB improved by 0.0984056
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.913
ELB improved by 0.0771259
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.851
ELB improved by 0.0619776
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.8
ELB improved by 0.0507726
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.758
ELB improved by 0.0422022
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.723
ELB improved by 0.0354737
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.692
ELB improved by 0.0300889
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.667
ELB improved by 0.0257198
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.645
ELB improved by 0.0221392
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.625
ELB improved by 0.0191829
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.609
ELB improved by 0.0167278
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.594
ELB improved by 0.0146793
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.581
ELB improved by 0.012963
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.569
ELB improved by 0.01152
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.559
ELB improved by 0.0103025
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.55
ELB improved by 0.00927218
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-866.379
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-569.66
ELB improved by 296.718
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-513.372
ELB improved by 56.2887
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-482.422
ELB improved by 30.9497
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-469.647
ELB improved by 12.7745
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-463.821
ELB improved by 5.8269
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.158
ELB improved by 3.6625
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.213
ELB improved by 2.94533
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.529
ELB improved by 2.68416
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.997
ELB improved by 2.53158
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.605
ELB improved by 2.39183
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.385
ELB improved by 2.22051
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.399
ELB improved by 1.98573
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.717
ELB improved by 1.68156
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.375
ELB improved by 1.34201
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.352
ELB improved by 1.02292
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.588
ELB improved by 0.764455
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.013
ELB improved by 0.574971
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.571
ELB improved by 0.442209
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.221
ELB improved by 0.349343
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.939
ELB improved by 0.282864
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.705
ELB improved by 0.233745
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.509
ELB improved by 0.196298
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.342
ELB improved by 0.166964
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.198
ELB improved by 0.143487
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.074
ELB improved by 0.124403
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.965
ELB improved by 0.108719
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.869
ELB improved by 0.0957203
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.784
ELB improved by 0.0848632
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.709
ELB improved by 0.0757221
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.641
ELB improved by 0.0679602
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.579
ELB improved by 0.0613117
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.524
ELB improved by 0.0555683
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.473
ELB improved by 0.0505673
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.427
ELB improved by 0.0461816
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.385
ELB improved by 0.0423109
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.346
ELB improved by 0.0388761
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.31
ELB improved by 0.0358132
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.277
ELB improved by 0.0330707
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.246
ELB improved by 0.0306058
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.218
ELB improved by 0.0283834
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.192
ELB improved by 0.0263739
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.167
ELB improved by 0.024552
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.144
ELB improved by 0.0228966
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.123
ELB improved by 0.0213892
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.103
ELB improved by 0.0200141
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.084
ELB improved by 0.0187576
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.066
ELB improved by 0.0176076
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.05
ELB improved by 0.0165538
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.034
ELB improved by 0.0155869
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.02
ELB improved by 0.0146988
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.006
ELB improved by 0.0138824
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.993
ELB improved by 0.0131313
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.98
ELB improved by 0.0124399
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.968
ELB improved by 0.0118031
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.957
ELB improved by 0.0112164
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.946
ELB improved by 0.0106759
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.936
ELB improved by 0.0101779
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.927
ELB improved by 0.00971921
ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
>
> proc.time()
user system elapsed
1.053 0.081 1.130
graper.Rcheck/graper-Ex.timings
| name | user | system | elapsed | |
| coef.graper | 0.029 | 0.010 | 0.038 | |
| getPIPs | 0.027 | 0.008 | 0.035 | |
| graper | 0.043 | 0.011 | 0.055 | |
| makeExampleData | 0.003 | 0.000 | 0.003 | |
| makeExampleDataWithUnequalGroups | 0.004 | 0.000 | 0.005 | |
| plotELBO | 0.130 | 0.012 | 0.148 | |
| plotGroupPenalties | 0.432 | 0.014 | 0.452 | |
| plotPosterior | 0.218 | 0.011 | 0.230 | |
| predict.graper | 1.018 | 0.045 | 1.063 | |
| print.graper | 0.027 | 0.005 | 0.032 | |