Britta Velten
| Snapshot Date: 2026-02-27 13:40 -0500 (Fri, 27 Feb 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 -0500 (Wed, 29 Oct 2025) |
| Back to Multiple platform build/check report for BioC 3.23: simplified long |
|
This page was generated on 2026-02-28 11:35 -0500 (Sat, 28 Feb 2026).
| Hostname | OS | Arch (*) | R version | Installed pkgs |
|---|---|---|---|---|
| nebbiolo1 | Linux (Ubuntu 24.04.3 LTS) | x86_64 | R Under development (unstable) (2026-01-15 r89304) -- "Unsuffered Consequences" | 4877 |
| kjohnson3 | macOS 13.7.7 Ventura | arm64 | R Under development (unstable) (2026-01-15 r89304) -- "Unsuffered Consequences" | 4570 |
| 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 926/2357 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
| graper 1.27.0 (landing page) Britta Velten
| nebbiolo1 | Linux (Ubuntu 24.04.3 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: 2026-02-27 20:25:50 -0500 (Fri, 27 Feb 2026) |
| EndedAt: 2026-02-27 20:26:22 -0500 (Fri, 27 Feb 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 Under development (unstable) (2026-01-15 r89304)
* 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 Sonoma 14.8.3
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.27.0’
* 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 15.0.0 (clang-1500.1.0.2.5)’
* 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 ... 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-arm64/Resources/library’ * installing *source* package ‘graper’ ... ** this is package ‘graper’ version ‘1.27.0’ ** using staged installation ** libs using C++ compiler: ‘Apple clang version 15.0.0 (clang-1500.1.0.2.5)’ 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/4.6-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.6-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/4.6-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.6-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/4.6-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 Under development (unstable) (2026-01-15 r89304) -- "Unsuffered Consequences"
Copyright (C) 2026 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=-864.805
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-562.657
ELB improved by 302.148
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-503.867
ELB improved by 58.7905
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-471.057
ELB improved by 32.8092
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.346
ELB improved by 13.7112
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.809
ELB improved by 6.53717
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.792
ELB improved by 5.01665
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.649
ELB improved by 5.14289
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.682
ELB improved by 5.96725
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.429
ELB improved by 7.25294
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.012
ELB improved by 8.41684
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.727
ELB improved by 8.285
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.218
ELB improved by 6.50975
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.919
ELB improved by 4.29855
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.245
ELB improved by 2.67382
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.518
ELB improved by 1.72678
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.291
ELB improved by 1.22714
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.308
ELB improved by 0.983345
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.424
ELB improved by 0.884402
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.545
ELB improved by 0.878551
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.599
ELB improved by 0.946034
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.549
ELB improved by 1.05021
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.436
ELB improved by 1.11255
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.309
ELB improved by 1.12772
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.164
ELB improved by 1.14409
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.004
ELB improved by 1.16059
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.847
ELB improved by 1.15723
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.728
ELB improved by 1.11823
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.693
ELB improved by 1.03577
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.779
ELB improved by 0.913919
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.008
ELB improved by 0.770725
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.375
ELB improved by 0.633124
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.846
ELB improved by 0.528524
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.36
ELB improved by 0.486545
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.798
ELB improved by 0.561469
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.982
ELB improved by 0.816727
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.923
ELB improved by 1.05869
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.942
ELB improved by 0.980884
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.309
ELB improved by 0.632576
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.945
ELB improved by 0.364268
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.677
ELB improved by 0.267692
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.415
ELB improved by 0.262471
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.143
ELB improved by 0.272112
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.911
ELB improved by 0.231963
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.753
ELB improved by 0.157978
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.655
ELB improved by 0.0980548
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.593
ELB improved by 0.061804
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.552
ELB improved by 0.0414559
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.522
ELB improved by 0.0299405
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.499
ELB improved by 0.023137
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.48
ELB improved by 0.018875
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.464
ELB improved by 0.0160379
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.45
ELB improved by 0.0140465
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.437
ELB improved by 0.0125914
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.426
ELB improved by 0.0114993
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.415
ELB improved by 0.0106678
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.405
ELB improved by 0.0100334
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.395
ELB improved by 0.00955407
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-873.533
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-579.656
ELB improved by 293.877
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-523.416
ELB improved by 56.24
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-485.222
ELB improved by 38.1934
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-465.72
ELB improved by 19.5022
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.57
ELB improved by 9.14978
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.077
ELB improved by 5.49348
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.503
ELB improved by 4.57336
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.827
ELB improved by 4.67601
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.715
ELB improved by 5.11228
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.208
ELB improved by 5.50723
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.723
ELB improved by 5.4853
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.872
ELB improved by 4.85037
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.086
ELB improved by 3.7858
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.485
ELB improved by 2.60156
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.839
ELB improved by 1.64564
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.796
ELB improved by 1.04289
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.09
ELB improved by 0.70603
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.566
ELB improved by 0.524401
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.143
ELB improved by 0.423124
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.783
ELB improved by 0.359596
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.47
ELB improved by 0.313515
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.192
ELB improved by 0.277702
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.943
ELB improved by 0.248668
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.721
ELB improved by 0.222339
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.525
ELB improved by 0.195626
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.357
ELB improved by 0.168297
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.215
ELB improved by 0.142134
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.096
ELB improved by 0.119115
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.995
ELB improved by 0.100336
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.91
ELB improved by 0.0857772
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.835
ELB improved by 0.074697
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.769
ELB improved by 0.066195
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.709
ELB improved by 0.0595337
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.655
ELB improved by 0.0542015
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.605
ELB improved by 0.0498637
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.559
ELB improved by 0.0463012
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.515
ELB improved by 0.0433672
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.475
ELB improved by 0.0409604
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.435
ELB improved by 0.0390091
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.398
ELB improved by 0.0374621
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.362
ELB improved by 0.0362827
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.326
ELB improved by 0.035445
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.291
ELB improved by 0.0349314
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.257
ELB improved by 0.034731
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.222
ELB improved by 0.0348392
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.187
ELB improved by 0.035257
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.151
ELB improved by 0.0359917
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.113
ELB improved by 0.0370573
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.075
ELB improved by 0.038475
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.035
ELB improved by 0.0402743
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.992
ELB improved by 0.0424941
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.947
ELB improved by 0.0451839
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.899
ELB improved by 0.0484056
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.846
ELB improved by 0.0522349
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.79
ELB improved by 0.0567643
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.728
ELB improved by 0.0621049
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.659
ELB improved by 0.0683896
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.583
ELB improved by 0.0757767
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.499
ELB improved by 0.0844527
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.404
ELB improved by 0.0946362
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.298
ELB improved by 0.106581
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.177
ELB improved by 0.120577
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.04
ELB improved by 0.136952
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.884
ELB improved by 0.15606
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.706
ELB improved by 0.178267
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.502
ELB improved by 0.203912
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.269
ELB improved by 0.233234
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.002
ELB improved by 0.266266
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.7
ELB improved by 0.30266
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.358
ELB improved by 0.341476
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.977
ELB improved by 0.38096
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.559
ELB improved by 0.418401
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.109
ELB improved by 0.450235
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.636
ELB improved by 0.472523
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.154
ELB improved by 0.481849
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.678
ELB improved by 0.47641
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.221
ELB improved by 0.456795
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.795
ELB improved by 0.42595
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.407
ELB improved by 0.388209
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.059
ELB improved by 0.347803
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.752
ELB improved by 0.30756
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.483
ELB improved by 0.268445
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.253
ELB improved by 0.23033
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.059
ELB improved by 0.193563
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.9
ELB improved by 0.159703
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.769
ELB improved by 0.130488
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.663
ELB improved by 0.106576
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.575
ELB improved by 0.0875127
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.503
ELB improved by 0.0723835
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.442
ELB improved by 0.0603047
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.392
ELB improved by 0.0505769
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.349
ELB improved by 0.0426776
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.313
ELB improved by 0.0362168
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.282
ELB improved by 0.0308998
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.255
ELB improved by 0.0264994
iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.233
ELB improved by 0.0228387
iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.213
ELB improved by 0.0197786
iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.196
ELB improved by 0.0172086
iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.181
ELB improved by 0.0150406
iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.167
ELB improved by 0.0132041
iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.156
ELB improved by 0.0116422
iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.145
ELB improved by 0.0103085
iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.136
ELB improved by 0.00916562
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-874.791
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-562.117
ELB improved by 312.674
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-502.112
ELB improved by 60.0052
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-468.875
ELB improved by 33.2367
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.299
ELB improved by 11.576
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.355
ELB improved by 3.94392
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.076
ELB improved by 2.27904
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.303
ELB improved by 1.77317
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.746
ELB improved by 1.55762
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.278
ELB improved by 1.4671
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.837
ELB improved by 1.44174
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.377
ELB improved by 1.45959
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.861
ELB improved by 1.51587
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.249
ELB improved by 1.6122
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.499
ELB improved by 1.75006
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.574
ELB improved by 1.92492
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.456
ELB improved by 2.1182
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.17
ELB improved by 2.28543
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.821
ELB improved by 2.34949
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.589
ELB improved by 2.232
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.656
ELB improved by 1.93284
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.096
ELB improved by 1.55993
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.854
ELB improved by 1.24239
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.817
ELB improved by 1.03647
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.896
ELB improved by 0.921675
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.049
ELB improved by 0.846223
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.285
ELB improved by 0.764554
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.618
ELB improved by 0.666734
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.042
ELB improved by 0.575725
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.536
ELB improved by 0.506644
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.077
ELB improved by 0.458314
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.651
ELB improved by 0.426539
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.243
ELB improved by 0.407844
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.845
ELB improved by 0.397957
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.454
ELB improved by 0.391186
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.071
ELB improved by 0.382894
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.698
ELB improved by 0.372733
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.335
ELB improved by 0.36341
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.978
ELB improved by 0.356751
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.626
ELB improved by 0.352266
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.278
ELB improved by 0.347989
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.936
ELB improved by 0.341519
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.606
ELB improved by 0.330719
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.291
ELB improved by 0.314227
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412
ELB improved by 0.291807
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.735
ELB improved by 0.264425
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.501
ELB improved by 0.233973
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.298
ELB improved by 0.20275
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.126
ELB improved by 0.172878
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.98
ELB improved by 0.145915
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.857
ELB improved by 0.122719
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.753
ELB improved by 0.103558
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.665
ELB improved by 0.0883336
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.588
ELB improved by 0.0768262
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.519
ELB improved by 0.068921
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.455
ELB improved by 0.0648371
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.389
ELB improved by 0.0654407
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.316
ELB improved by 0.0727871
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.225
ELB improved by 0.0910528
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.097
ELB improved by 0.127748
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.904
ELB improved by 0.193901
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.605
ELB improved by 0.298329
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.187
ELB improved by 0.418299
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.729
ELB improved by 0.458353
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.36
ELB improved by 0.368347
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.122
ELB improved by 0.237965
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.976
ELB improved by 0.145968
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.875
ELB improved by 0.101508
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.79
ELB improved by 0.085156
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.709
ELB improved by 0.0802884
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.633
ELB improved by 0.0763932
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.565
ELB improved by 0.0680042
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.509
ELB improved by 0.0560274
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.464
ELB improved by 0.0451336
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.425
ELB improved by 0.0383175
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.39
ELB improved by 0.0355773
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.354
ELB improved by 0.0357333
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.317
ELB improved by 0.037555
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.277
ELB improved by 0.0396994
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.236
ELB improved by 0.0404828
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.198
ELB improved by 0.038366
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.165
ELB improved by 0.03311
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.139
ELB improved by 0.0261938
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.119
ELB improved by 0.0196302
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.105
ELB improved by 0.0145856
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.093
ELB improved by 0.011173
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.084
ELB improved by 0.00899457
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-853.67
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-585.601
ELB improved by 268.069
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-528.102
ELB improved by 57.4991
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-483.527
ELB improved by 44.5749
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.9
ELB improved by 21.6276
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.292
ELB improved by 7.60732
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.463
ELB improved by 3.82888
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.467
ELB improved by 2.99636
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.69
ELB improved by 2.77732
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.955
ELB improved by 2.7345
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.229
ELB improved by 2.72584
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.524
ELB improved by 2.70572
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.878
ELB improved by 2.64546
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.364
ELB improved by 2.51373
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.082
ELB improved by 2.2821
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.137
ELB improved by 1.94488
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.597
ELB improved by 1.54029
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.455
ELB improved by 1.14189
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.641
ELB improved by 0.814192
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.062
ELB improved by 0.579258
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.638
ELB improved by 0.424017
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.314
ELB improved by 0.324111
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.055
ELB improved by 0.258697
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.841
ELB improved by 0.213951
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.659
ELB improved by 0.181688
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.502
ELB improved by 0.157261
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.364
ELB improved by 0.138033
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.242
ELB improved by 0.122455
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.132
ELB improved by 0.10958
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.033
ELB improved by 0.0987882
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.944
ELB improved by 0.0896574
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.862
ELB improved by 0.0818833
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.787
ELB improved by 0.0752386
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.717
ELB improved by 0.0695488
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.652
ELB improved by 0.064677
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.592
ELB improved by 0.0605145
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.535
ELB improved by 0.0569739
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.481
ELB improved by 0.0539853
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.429
ELB improved by 0.0514927
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.38
ELB improved by 0.0494521
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.332
ELB improved by 0.0478299
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.285
ELB improved by 0.0466016
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.24
ELB improved by 0.0457512
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.194
ELB improved by 0.0452711
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.149
ELB improved by 0.0451617
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.104
ELB improved by 0.0454322
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.058
ELB improved by 0.0461011
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.011
ELB improved by 0.0471975
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.962
ELB improved by 0.0487627
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.911
ELB improved by 0.050853
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.857
ELB improved by 0.0535424
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.8
ELB improved by 0.0569273
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.739
ELB improved by 0.0611316
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.673
ELB improved by 0.0663144
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.6
ELB improved by 0.0726781
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.52
ELB improved by 0.0804793
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.43
ELB improved by 0.0900411
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.328
ELB improved by 0.101765
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.212
ELB improved by 0.11614
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.078
ELB improved by 0.133746
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.923
ELB improved by 0.155242
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.742
ELB improved by 0.181318
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.529
ELB improved by 0.212623
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.279
ELB improved by 0.249636
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.987
ELB improved by 0.292509
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.646
ELB improved by 0.340882
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.252
ELB improved by 0.393708
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.803
ELB improved by 0.44903
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.299
ELB improved by 0.50375
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.746
ELB improved by 0.553472
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.153
ELB improved by 0.592762
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.537
ELB improved by 0.616132
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.917
ELB improved by 0.619589
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.315
ELB improved by 0.602114
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.749
ELB improved by 0.566319
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.231
ELB improved by 0.517738
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.769
ELB improved by 0.462523
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.364
ELB improved by 0.404896
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.017
ELB improved by 0.346866
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.726
ELB improved by 0.291183
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.481
ELB improved by 0.244769
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.262
ELB improved by 0.218883
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.034
ELB improved by 0.227882
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.751
ELB improved by 0.282827
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.397
ELB improved by 0.354827
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.039
ELB improved by 0.3578
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.765
ELB improved by 0.274008
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.589
ELB improved by 0.175864
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.483
ELB improved by 0.106277
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.417
ELB improved by 0.0658434
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.373
ELB improved by 0.0434633
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.343
ELB improved by 0.0306207
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.32
ELB improved by 0.0227579
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.302
ELB improved by 0.0176294
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.288
ELB improved by 0.0141013
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.277
ELB improved by 0.0115662
iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.267
ELB improved by 0.00967998
ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
>
> proc.time()
user system elapsed
1.119 0.102 1.287
graper.Rcheck/graper-Ex.timings
| name | user | system | elapsed | |
| coef.graper | 0.013 | 0.008 | 0.021 | |
| getPIPs | 0.010 | 0.007 | 0.018 | |
| graper | 0.018 | 0.009 | 0.028 | |
| makeExampleData | 0.002 | 0.000 | 0.002 | |
| makeExampleDataWithUnequalGroups | 0.002 | 0.001 | 0.002 | |
| plotELBO | 0.118 | 0.010 | 0.129 | |
| plotGroupPenalties | 0.336 | 0.009 | 0.347 | |
| plotPosterior | 0.309 | 0.012 | 0.332 | |
| predict.graper | 0.220 | 0.037 | 0.278 | |
| print.graper | 0.011 | 0.004 | 0.016 | |