Britta Velten
| Snapshot Date: 2025-12-08 13:45 -0500 (Mon, 08 Dec 2025) |
| git_url: https://git.bioconductor.org/packages/graper |
| git_branch: RELEASE_3_22 |
| git_last_commit: 76fc31b |
| git_last_commit_date: 2025-10-29 10:49:21 -0500 (Wed, 29 Oct 2025) |
| Back to Multiple platform build/check report for BioC 3.22: simplified long |
|
This page was generated on 2025-12-11 12:06 -0500 (Thu, 11 Dec 2025).
| Hostname | OS | Arch (*) | R version | Installed pkgs |
|---|---|---|---|---|
| nebbiolo2 | Linux (Ubuntu 24.04.3 LTS) | x86_64 | 4.5.2 (2025-10-31) -- "[Not] Part in a Rumble" | 4879 |
| merida1 | macOS 12.7.6 Monterey | x86_64 | 4.5.2 (2025-10-31) -- "[Not] Part in a Rumble" | 4670 |
| kjohnson1 | macOS 13.7.5 Ventura | arm64 | 4.5.2 Patched (2025-11-04 r88984) -- "[Not] Part in a Rumble" | 4604 |
| taishan | Linux (openEuler 24.03 LTS) | aarch64 | 4.5.0 (2025-04-11) -- "How About a Twenty-Six" | 4669 |
| Click on any hostname to see more info about the system (e.g. compilers) (*) as reported by 'uname -p', except on Windows and Mac OS X | ||||
| Package 922/2361 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
| graper 1.26.0 (landing page) Britta Velten
| nebbiolo2 | Linux (Ubuntu 24.04.3 LTS) / x86_64 | OK | OK | OK | | ||||||||
| merida1 | macOS 12.7.6 Monterey / x86_64 | OK | OK | OK | OK | | ||||||||
| kjohnson1 | macOS 13.7.5 Ventura / arm64 | OK | OK | OK | OK | | ||||||||
| taishan | Linux (openEuler 24.03 LTS) / aarch64 | OK | OK | OK | ||||||||||
|
To the developers/maintainers of the graper package: - Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/graper.git to reflect on this report. See Troubleshooting Build Report for more information. - Use the following Renviron settings to reproduce errors and warnings. - If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information. |
| Package: graper |
| Version: 1.26.0 |
| 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_1.26.0.tar.gz |
| StartedAt: 2025-12-10 05:34:40 -0500 (Wed, 10 Dec 2025) |
| EndedAt: 2025-12-10 05:36:24 -0500 (Wed, 10 Dec 2025) |
| EllapsedTime: 103.7 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_1.26.0.tar.gz
###
##############################################################################
##############################################################################
* using log directory ‘/Users/biocbuild/bbs-3.22-bioc/meat/graper.Rcheck’
* using R version 4.5.2 Patched (2025-11-04 r88984)
* using platform: aarch64-apple-darwin20
* R was compiled by
Apple clang version 16.0.0 (clang-1600.0.26.6)
GNU Fortran (GCC) 14.2.0
* running under: macOS Ventura 13.7.8
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.26.0’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘graper’ can be installed ... OK
* used C++ compiler: ‘Apple clang version 15.0.0 (clang-1500.0.40.1)’
* used SDK: ‘MacOSX11.3.1.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 ... NOTE
Note: information on .o files is not available
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
Running ‘testthat.R’
OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE
Status: 2 NOTEs
See
‘/Users/biocbuild/bbs-3.22-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/4.5-arm64/Resources/library’ * installing *source* package ‘graper’ ... ** this is package ‘graper’ version ‘1.26.0’ ** using staged installation ** libs using C++ compiler: ‘Apple clang version 15.0.0 (clang-1500.0.40.1)’ using SDK: ‘MacOSX11.3.1.sdk’ clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/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++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/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++17 -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/4.5-arm64/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 4.5.2 Patched (2025-11-04 r88984) -- "[Not] Part in a Rumble"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: aarch64-apple-darwin20
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=-893.496
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-581.738
ELB improved by 311.759
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-523.826
ELB improved by 57.9121
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-486.581
ELB improved by 37.2452
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-467.327
ELB improved by 19.2534
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.57
ELB improved by 8.75727
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.771
ELB improved by 4.79868
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.094
ELB improved by 3.67721
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.85
ELB improved by 3.24373
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.907
ELB improved by 2.94372
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.32
ELB improved by 2.58674
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.196
ELB improved by 2.12417
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.582
ELB improved by 1.61372
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.432
ELB improved by 1.14958
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.643
ELB improved by 0.789122
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.105
ELB improved by 0.537945
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.731
ELB improved by 0.373916
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.461
ELB improved by 0.269963
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.257
ELB improved by 0.204312
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.095
ELB improved by 0.162167
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.961
ELB improved by 0.134297
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.845
ELB improved by 0.115195
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.744
ELB improved by 0.101641
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.652
ELB improved by 0.0917581
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.568
ELB improved by 0.0844477
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.488
ELB improved by 0.0790643
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.413
ELB improved by 0.075232
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.341
ELB improved by 0.0727412
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.269
ELB improved by 0.0714877
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.198
ELB improved by 0.0714334
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.125
ELB improved by 0.0725768
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.05
ELB improved by 0.074927
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.972
ELB improved by 0.0784834
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.888
ELB improved by 0.0832343
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.799
ELB improved by 0.0892029
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.703
ELB improved by 0.096582
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.597
ELB improved by 0.106006
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.478
ELB improved by 0.119005
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.339
ELB improved by 0.13866
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.169
ELB improved by 0.170258
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.948
ELB improved by 0.220234
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.662
ELB improved by 0.28622
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.329
ELB improved by 0.332925
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.02
ELB improved by 0.309298
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.784
ELB improved by 0.23584
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.611
ELB improved by 0.173151
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.472
ELB improved by 0.1385
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.35
ELB improved by 0.122084
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.236
ELB improved by 0.114331
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.126
ELB improved by 0.110573
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.016
ELB improved by 0.109136
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.907
ELB improved by 0.109765
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.794
ELB improved by 0.112965
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.674
ELB improved by 0.119906
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.541
ELB improved by 0.132705
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.386
ELB improved by 0.155071
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.193
ELB improved by 0.193074
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.938
ELB improved by 0.254468
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.596
ELB improved by 0.342468
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.151
ELB improved by 0.444962
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.612
ELB improved by 0.538871
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.003
ELB improved by 0.609563
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.346
ELB improved by 0.656458
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.66
ELB improved by 0.68642
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.958
ELB improved by 0.702131
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.258
ELB improved by 0.699719
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.58
ELB improved by 0.677885
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.93
ELB improved by 0.649935
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.281
ELB improved by 0.648814
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.58
ELB improved by 0.700865
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.852
ELB improved by 0.727999
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.226
ELB improved by 0.626707
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.72
ELB improved by 0.505277
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.262
ELB improved by 0.458246
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.829
ELB improved by 0.433289
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.487
ELB improved by 0.341576
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.263
ELB improved by 0.223815
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.121
ELB improved by 0.142335
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.025
ELB improved by 0.095969
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.956
ELB improved by 0.0693928
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.903
ELB improved by 0.0531756
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.86
ELB improved by 0.0426355
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.824
ELB improved by 0.0354058
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.794
ELB improved by 0.0302066
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.768
ELB improved by 0.0263061
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.745
ELB improved by 0.0232684
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.724
ELB improved by 0.0208261
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.705
ELB improved by 0.0188105
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.688
ELB improved by 0.0171121
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.672
ELB improved by 0.0156576
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.658
ELB improved by 0.0143962
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.645
ELB improved by 0.0132918
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.632
ELB improved by 0.0123177
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.621
ELB improved by 0.0114534
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.61
ELB improved by 0.010683
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.6
ELB improved by 0.00999372
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-898.451
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-574.66
ELB improved by 323.791
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-508.838
ELB improved by 65.822
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-473.166
ELB improved by 35.6721
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.817
ELB improved by 13.3489
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.536
ELB improved by 6.28102
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.224
ELB improved by 4.31221
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.474
ELB improved by 3.75047
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.788
ELB improved by 3.68532
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.924
ELB improved by 3.86415
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.705
ELB improved by 4.21861
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.011
ELB improved by 4.69415
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.912
ELB improved by 5.09902
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.883
ELB improved by 5.02895
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.664
ELB improved by 4.21919
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.653
ELB improved by 3.0113
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.706
ELB improved by 1.94677
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.495
ELB improved by 1.21095
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.731
ELB improved by 0.763896
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.214
ELB improved by 0.517395
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.824
ELB improved by 0.389598
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.498
ELB improved by 0.326321
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.2
ELB improved by 0.298268
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.908
ELB improved by 0.291595
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.607
ELB improved by 0.301044
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.28
ELB improved by 0.326547
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.909
ELB improved by 0.371518
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.47
ELB improved by 0.438923
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.95
ELB improved by 0.519632
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.365
ELB improved by 0.585118
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.746
ELB improved by 0.618803
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.107
ELB improved by 0.63928
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.443
ELB improved by 0.664619
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.747
ELB improved by 0.695627
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.02
ELB improved by 0.727128
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.266
ELB improved by 0.753759
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.496
ELB improved by 0.770405
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.723
ELB improved by 0.772888
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.963
ELB improved by 0.759613
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.231
ELB improved by 0.73248
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.535
ELB improved by 0.695533
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.883
ELB improved by 0.651977
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.281
ELB improved by 0.602476
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.734
ELB improved by 0.546731
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.247
ELB improved by 0.487178
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.816
ELB improved by 0.43105
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.429
ELB improved by 0.387133
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.068
ELB improved by 0.360147
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.718
ELB improved by 0.350128
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.36
ELB improved by 0.35877
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.968
ELB improved by 0.391726
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.527
ELB improved by 0.441232
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.05
ELB improved by 0.476553
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.583
ELB improved by 0.466995
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.188
ELB improved by 0.395027
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.896
ELB improved by 0.291967
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.69
ELB improved by 0.205892
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.542
ELB improved by 0.148373
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.43
ELB improved by 0.111516
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.343
ELB improved by 0.0870974
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.273
ELB improved by 0.0700494
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.216
ELB improved by 0.0575482
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.168
ELB improved by 0.0480142
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.127
ELB improved by 0.0405262
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.092
ELB improved by 0.0345179
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.063
ELB improved by 0.0296209
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.037
ELB improved by 0.0255827
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.015
ELB improved by 0.0222228
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.996
ELB improved by 0.0194068
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.979
ELB improved by 0.0170325
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.964
ELB improved by 0.0150201
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.95
ELB improved by 0.0133067
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.938
ELB improved by 0.0118417
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.928
ELB improved by 0.0105844
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.918
ELB improved by 0.00950149
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-853
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-567.694
ELB improved by 285.307
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-507.886
ELB improved by 59.808
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-467.24
ELB improved by 40.6454
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.083
ELB improved by 17.1568
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.201
ELB improved by 5.88222
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.448
ELB improved by 2.75301
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.764
ELB improved by 1.68396
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.579
ELB improved by 1.18489
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.634
ELB improved by 0.944873
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.789
ELB improved by 0.845774
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.952
ELB improved by 0.837047
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.051
ELB improved by 0.900555
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.015
ELB improved by 1.03579
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.762
ELB improved by 1.25273
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.199
ELB improved by 1.5639
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.231
ELB improved by 1.96723
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.816
ELB improved by 2.41547
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.026
ELB improved by 2.79036
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.098
ELB improved by 2.92791
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.372
ELB improved by 2.72552
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.117
ELB improved by 2.25514
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.397
ELB improved by 1.72022
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.111
ELB improved by 1.28577
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.115
ELB improved by 0.996301
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.292
ELB improved by 0.822241
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.572
ELB improved by 0.720784
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.912
ELB improved by 0.659742
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.292
ELB improved by 0.619599
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.702
ELB improved by 0.590102
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.136
ELB improved by 0.566589
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.588
ELB improved by 0.547227
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.057
ELB improved by 0.531315
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.539
ELB improved by 0.518513
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.03
ELB improved by 0.508762
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.527
ELB improved by 0.502787
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.024
ELB improved by 0.503106
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.509
ELB improved by 0.515212
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.962
ELB improved by 0.546605
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.364
ELB improved by 0.598122
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.71
ELB improved by 0.654457
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.012
ELB improved by 0.697747
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.311
ELB improved by 0.70123
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.664
ELB improved by 0.646202
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.055
ELB improved by 0.609432
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.365
ELB improved by 0.689878
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.52
ELB improved by 0.844947
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.669
ELB improved by 0.85149
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.006
ELB improved by 0.662755
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.56
ELB improved by 0.445379
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.266
ELB improved by 0.294275
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.065
ELB improved by 0.201217
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.923
ELB improved by 0.142061
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.82
ELB improved by 0.103364
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.742
ELB improved by 0.0778952
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.681
ELB improved by 0.0609176
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.631
ELB improved by 0.0492829
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.59
ELB improved by 0.041012
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.556
ELB improved by 0.0348997
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.525
ELB improved by 0.0302143
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.499
ELB improved by 0.0265057
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.475
ELB improved by 0.0234911
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.454
ELB improved by 0.020988
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.435
ELB improved by 0.0188751
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.418
ELB improved by 0.0170688
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.403
ELB improved by 0.0155098
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.389
ELB improved by 0.0141542
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.376
ELB improved by 0.0129687
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.364
ELB improved by 0.0119273
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.353
ELB improved by 0.011009
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.343
ELB improved by 0.0101967
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.333
ELB improved by 0.0094762
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-858.147
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-580.737
ELB improved by 277.41
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-521.661
ELB improved by 59.0755
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-479.729
ELB improved by 41.932
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.312
ELB improved by 20.4171
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.855
ELB improved by 7.45707
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.444
ELB improved by 3.41153
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.017
ELB improved by 2.42663
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.902
ELB improved by 2.11481
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.837
ELB improved by 2.06541
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.673
ELB improved by 2.1634
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.322
ELB improved by 2.35123
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.743
ELB improved by 2.57896
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.978
ELB improved by 2.76528
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.199
ELB improved by 2.77852
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.698
ELB improved by 2.50176
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.745
ELB improved by 1.95222
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.414
ELB improved by 1.33082
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.563
ELB improved by 0.851221
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.007
ELB improved by 0.556245
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.616
ELB improved by 0.391171
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.317
ELB improved by 0.299164
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.071
ELB improved by 0.245249
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.86
ELB improved by 0.211048
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.673
ELB improved by 0.187054
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.505
ELB improved by 0.168215
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.353
ELB improved by 0.152117
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.215
ELB improved by 0.138188
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.088
ELB improved by 0.126795
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.97
ELB improved by 0.118272
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.857
ELB improved by 0.112466
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.748
ELB improved by 0.108889
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.641
ELB improved by 0.107011
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.535
ELB improved by 0.106425
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.428
ELB improved by 0.106872
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.32
ELB improved by 0.108208
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.21
ELB improved by 0.110365
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.096
ELB improved by 0.11332
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.979
ELB improved by 0.117077
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.857
ELB improved by 0.121654
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.73
ELB improved by 0.127071
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.597
ELB improved by 0.133339
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.457
ELB improved by 0.140452
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.308
ELB improved by 0.148374
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.151
ELB improved by 0.15702
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.985
ELB improved by 0.16624
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.809
ELB improved by 0.175802
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.624
ELB improved by 0.185372
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.429
ELB improved by 0.194511
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.227
ELB improved by 0.20268
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.017
ELB improved by 0.209274
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.804
ELB improved by 0.213681
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.588
ELB improved by 0.215361
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.374
ELB improved by 0.213939
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.165
ELB improved by 0.209272
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.964
ELB improved by 0.201487
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.773
ELB improved by 0.190964
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.594
ELB improved by 0.178274
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.43
ELB improved by 0.164094
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.281
ELB improved by 0.149118
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.147
ELB improved by 0.133977
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.028
ELB improved by 0.119194
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.923
ELB improved by 0.105161
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.831
ELB improved by 0.092143
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.75
ELB improved by 0.0802891
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.681
ELB improved by 0.0696595
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.62
ELB improved by 0.0602458
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.568
ELB improved by 0.0519925
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.524
ELB improved by 0.0448147
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.485
ELB improved by 0.0386114
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.452
ELB improved by 0.0332758
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.423
ELB improved by 0.0287029
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.398
ELB improved by 0.0247933
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.377
ELB improved by 0.021456
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.358
ELB improved by 0.0186099
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.342
ELB improved by 0.0161834
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.328
ELB improved by 0.0141143
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.316
ELB improved by 0.012349
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.305
ELB improved by 0.0108414
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.295
ELB improved by 0.00955249
ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
>
> proc.time()
user system elapsed
3.144 0.252 4.710
graper.Rcheck/graper-Ex.timings
| name | user | system | elapsed | |
| coef.graper | 0.035 | 0.017 | 0.078 | |
| getPIPs | 0.032 | 0.013 | 0.074 | |
| graper | 0.054 | 0.025 | 0.141 | |
| makeExampleData | 0.006 | 0.001 | 0.015 | |
| makeExampleDataWithUnequalGroups | 0.024 | 0.002 | 0.026 | |
| plotELBO | 0.351 | 0.020 | 0.529 | |
| plotGroupPenalties | 1.359 | 0.050 | 2.081 | |
| plotPosterior | 0.706 | 0.025 | 1.106 | |
| predict.graper | 0.539 | 0.145 | 1.005 | |
| print.graper | 0.031 | 0.019 | 0.073 | |