Britta Velten
| Snapshot Date: 2025-12-18 13:45 -0500 (Thu, 18 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 2025-12-22 12:07 -0500 (Mon, 22 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" | 4883 |
| merida1 | macOS 12.7.6 Monterey | x86_64 | 4.5.2 (2025-10-31) -- "[Not] Part in a Rumble" | 4673 |
| kjohnson1 | macOS 13.7.5 Ventura | arm64 | 4.5.2 Patched (2025-11-04 r88984) -- "[Not] Part in a Rumble" | 4607 |
| taishan | Linux (openEuler 24.03 LTS) | aarch64 | 4.5.0 (2025-04-11) -- "How About a Twenty-Six" | 4671 |
| 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. - See Martin Grigorov's blog post for how to debug Linux ARM64 related issues on a x86_64 host. |
| Package: graper |
| Version: 1.26.0 |
| Command: /home/biocbuild/R/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/R/R/site-library --no-vignettes --timings graper_1.26.0.tar.gz |
| StartedAt: 2025-12-19 10:16:02 -0000 (Fri, 19 Dec 2025) |
| EndedAt: 2025-12-19 10:17:20 -0000 (Fri, 19 Dec 2025) |
| EllapsedTime: 78.0 seconds |
| RetCode: 0 |
| Status: OK |
| CheckDir: graper.Rcheck |
| Warnings: 0 |
##############################################################################
##############################################################################
###
### Running command:
###
### /home/biocbuild/R/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/R/R/site-library --no-vignettes --timings graper_1.26.0.tar.gz
###
##############################################################################
##############################################################################
* using log directory ‘/home/biocbuild/bbs-3.22-bioc/meat/graper.Rcheck’
* using R version 4.5.0 (2025-04-11)
* using platform: aarch64-unknown-linux-gnu
* R was compiled by
aarch64-unknown-linux-gnu-gcc (GCC) 14.2.0
GNU Fortran (GCC) 14.2.0
* running under: openEuler 24.03 (LTS)
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.26.0’
* 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: ‘aarch64-unknown-linux-gnu-g++ (GCC) 14.2.0’
* checking installed package size ... INFO
installed size is 6.0Mb
sub-directories of 1Mb or more:
libs 5.8Mb
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking code files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking loading without being on the library search path ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... NOTE
checkRd: (-1) predict.graper.Rd:19-21: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:23-24: Lost braces in \itemize; meant \describe ?
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... NOTE
Note: information on .o files is not available
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
Running ‘testthat.R’
OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE
Status: 2 NOTEs
See
‘/home/biocbuild/bbs-3.22-bioc/meat/graper.Rcheck/00check.log’
for details.
graper.Rcheck/00install.out
############################################################################## ############################################################################## ### ### Running command: ### ### /home/biocbuild/R/R/bin/R CMD INSTALL graper ### ############################################################################## ############################################################################## * installing to library ‘/home/biocbuild/R/R-4.5.0/site-library’ * installing *source* package ‘graper’ ... ** this is package ‘graper’ version ‘1.26.0’ ** using staged installation ** libs using C++ compiler: ‘aarch64-unknown-linux-gnu-g++ (GCC) 14.2.0’ /opt/ohpc/pub/compiler/gcc/14.2.0/bin/aarch64-unknown-linux-gnu-g++ -std=gnu++17 -I"/home/biocbuild/R/R-4.5.0/include" -DNDEBUG -I'/home/biocbuild/R/R-4.5.0/site-library/Rcpp/include' -I'/home/biocbuild/R/R-4.5.0/site-library/RcppArmadillo/include' -I'/home/biocbuild/R/R-4.5.0/site-library/BH/include' -I/usr/local/include -fPIC -g -O2 -Wall -Werror=format-security -c RcppExports.cpp -o RcppExports.o /opt/ohpc/pub/compiler/gcc/14.2.0/bin/aarch64-unknown-linux-gnu-g++ -std=gnu++17 -I"/home/biocbuild/R/R-4.5.0/include" -DNDEBUG -I'/home/biocbuild/R/R-4.5.0/site-library/Rcpp/include' -I'/home/biocbuild/R/R-4.5.0/site-library/RcppArmadillo/include' -I'/home/biocbuild/R/R-4.5.0/site-library/BH/include' -I/usr/local/include -fPIC -g -O2 -Wall -Werror=format-security -c fit_graper.cpp -o fit_graper.o /opt/ohpc/pub/compiler/gcc/14.2.0/bin/aarch64-unknown-linux-gnu-g++ -std=gnu++17 -shared -L/home/biocbuild/R/R-4.5.0/lib -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -lopenblas -lgfortran -lm -L/home/biocbuild/R/R-4.5.0/lib -lR installing to /home/biocbuild/R/R-4.5.0/site-library/00LOCK-graper/00new/graper/libs ** R ** byte-compile and prepare package for lazy loading ** help *** installing help indices ** building package indices ** installing vignettes ** testing if installed package can be loaded from temporary location ** checking absolute paths in shared objects and dynamic libraries ** testing if installed package can be loaded from final location ** testing if installed package keeps a record of temporary installation path * DONE (graper)
graper.Rcheck/tests/testthat.Rout
R version 4.5.0 (2025-04-11) -- "How About a Twenty-Six"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: aarch64-unknown-linux-gnu
R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.
R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.
Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.
> library(testthat)
> library(graper)
>
> test_check("graper")
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-892.857
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-571.898
ELB improved by 320.959
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-507.62
ELB improved by 64.2783
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-463.936
ELB improved by 43.684
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.712
ELB improved by 19.2241
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.165
ELB improved by 8.54632
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.871
ELB improved by 5.29449
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.804
ELB improved by 4.0671
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.147
ELB improved by 3.65672
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.459
ELB improved by 3.68763
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.474
ELB improved by 3.98526
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.052
ELB improved by 4.42235
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.28
ELB improved by 4.77134
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.552
ELB improved by 4.72819
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.322
ELB improved by 4.23075
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.846
ELB improved by 3.47545
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.294
ELB improved by 2.55221
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.607
ELB improved by 1.6869
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.531
ELB improved by 1.07567
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.835
ELB improved by 0.6959
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.366
ELB improved by 0.469148
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.032
ELB improved by 0.33404
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.78
ELB improved by 0.251808
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.581
ELB improved by 0.199843
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.415
ELB improved by 0.165586
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.273
ELB improved by 0.142221
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.147
ELB improved by 0.126038
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.032
ELB improved by 0.114969
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.924
ELB improved by 0.10784
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.82
ELB improved by 0.103996
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.717
ELB improved by 0.103107
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.612
ELB improved by 0.105077
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.502
ELB improved by 0.109996
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.384
ELB improved by 0.118122
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.254
ELB improved by 0.12987
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.108
ELB improved by 0.14582
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.941
ELB improved by 0.166713
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.748
ELB improved by 0.193445
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.521
ELB improved by 0.227039
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.252
ELB improved by 0.268579
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.933
ELB improved by 0.319128
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.553
ELB improved by 0.379619
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.103
ELB improved by 0.450741
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.57
ELB improved by 0.53276
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.945
ELB improved by 0.625111
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.219
ELB improved by 0.725628
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.39
ELB improved by 0.829298
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-379.464
ELB improved by 0.92599
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-378.469
ELB improved by 0.995237
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-377.467
ELB improved by 1.00131
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-376.553
ELB improved by 0.914632
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.796
ELB improved by 0.757009
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-375.212
ELB improved by 0.583657
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.781
ELB improved by 0.430791
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.471
ELB improved by 0.310361
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.249
ELB improved by 0.221806
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-374.09
ELB improved by 0.159274
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.974
ELB improved by 0.115919
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.888
ELB improved by 0.0859706
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.823
ELB improved by 0.0652109
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.772
ELB improved by 0.0507599
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.731
ELB improved by 0.0407223
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.697
ELB improved by 0.0339004
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.668
ELB improved by 0.0296223
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.64
ELB improved by 0.0277116
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.611
ELB improved by 0.0286829
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.577
ELB improved by 0.0344673
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.526
ELB improved by 0.0505595
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.435
ELB improved by 0.0911684
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-373.255
ELB improved by 0.179982
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.967
ELB improved by 0.288128
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.696
ELB improved by 0.271439
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.545
ELB improved by 0.150693
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.479
ELB improved by 0.0661597
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.448
ELB improved by 0.0307215
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.43
ELB improved by 0.0180063
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.417
ELB improved by 0.0133389
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.405
ELB improved by 0.0112614
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.395
ELB improved by 0.0100362
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-372.386
ELB improved by 0.00913984
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-848.006
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-557.597
ELB improved by 290.409
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-497.677
ELB improved by 59.9205
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.527
ELB improved by 39.1503
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.694
ELB improved by 16.8326
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.419
ELB improved by 7.27501
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.852
ELB improved by 4.56646
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.207
ELB improved by 3.64493
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.912
ELB improved by 3.29525
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.8
ELB improved by 3.11257
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.852
ELB improved by 2.94748
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.122
ELB improved by 2.73065
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.696
ELB improved by 2.42561
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.658
ELB improved by 2.0381
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.038
ELB improved by 1.62011
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.799
ELB improved by 1.23914
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.86
ELB improved by 0.938886
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.133
ELB improved by 0.726913
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.545
ELB improved by 0.588093
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.043
ELB improved by 0.50166
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.593
ELB improved by 0.450482
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.17
ELB improved by 0.42296
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.758
ELB improved by 0.411582
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.347
ELB improved by 0.41106
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.93
ELB improved by 0.417037
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.504
ELB improved by 0.425455
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.072
ELB improved by 0.432507
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.637
ELB improved by 0.435
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.206
ELB improved by 0.430815
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.787
ELB improved by 0.419171
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.386
ELB improved by 0.400587
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.01
ELB improved by 0.376588
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.661
ELB improved by 0.349226
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.34
ELB improved by 0.320582
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.048
ELB improved by 0.292389
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.782
ELB improved by 0.26587
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.54
ELB improved by 0.241753
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.32
ELB improved by 0.22037
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.118
ELB improved by 0.201781
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.932
ELB improved by 0.185879
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.759
ELB improved by 0.172467
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.598
ELB improved by 0.161323
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.446
ELB improved by 0.152242
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.301
ELB improved by 0.145077
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.161
ELB improved by 0.139769
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.025
ELB improved by 0.136343
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.89
ELB improved by 0.134787
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.755
ELB improved by 0.134695
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.621
ELB improved by 0.13465
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.489
ELB improved by 0.131961
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.365
ELB improved by 0.124066
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.253
ELB improved by 0.111079
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.157
ELB improved by 0.0960735
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.075
ELB improved by 0.0825239
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.002
ELB improved by 0.0725226
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.935
ELB improved by 0.0671299
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.868
ELB improved by 0.0674952
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.792
ELB improved by 0.0758348
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.696
ELB improved by 0.0955863
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.568
ELB improved by 0.12782
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.408
ELB improved by 0.160661
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.234
ELB improved by 0.174051
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.045
ELB improved by 0.188351
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.779
ELB improved by 0.26676
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.35
ELB improved by 0.428436
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.812
ELB improved by 0.53867
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.277
ELB improved by 0.534795
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.69
ELB improved by 0.586749
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.887
ELB improved by 0.803485
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.86
ELB improved by 1.02615
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.931
ELB improved by 0.929089
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.273
ELB improved by 0.658528
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.846
ELB improved by 0.426588
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.571
ELB improved by 0.274886
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.382
ELB improved by 0.189275
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.236
ELB improved by 0.146006
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.11
ELB improved by 0.126079
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.995
ELB improved by 0.114654
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.895
ELB improved by 0.100647
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.813
ELB improved by 0.0814455
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.751
ELB improved by 0.0624017
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.703
ELB improved by 0.0481138
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.664
ELB improved by 0.0386855
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.632
ELB improved by 0.0324634
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.603
ELB improved by 0.0282217
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.578
ELB improved by 0.0254012
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.554
ELB improved by 0.0237857
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.531
ELB improved by 0.023293
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.507
ELB improved by 0.0239221
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.481
ELB improved by 0.0257595
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.452
ELB improved by 0.0289737
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.418
ELB improved by 0.0337299
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.378
ELB improved by 0.039926
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.332
ELB improved by 0.0466763
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.28
ELB improved by 0.0518367
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.227
ELB improved by 0.0525836
iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.18
ELB improved by 0.0475869
iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.141
ELB improved by 0.0385749
iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.112
ELB improved by 0.0288527
iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.092
ELB improved by 0.0207681
iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.077
ELB improved by 0.0149854
iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.065
ELB improved by 0.0111774
iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.057
ELB improved by 0.00875888
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-876.472
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-547.927
ELB improved by 328.545
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-493.405
ELB improved by 54.5223
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-465.16
ELB improved by 28.2448
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.679
ELB improved by 11.4808
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.414
ELB improved by 5.26519
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.167
ELB improved by 3.24731
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.72
ELB improved by 2.44608
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.536
ELB improved by 2.18485
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.384
ELB improved by 2.15189
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.161
ELB improved by 2.2231
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.819
ELB improved by 2.34161
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.363
ELB improved by 2.45645
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.86
ELB improved by 2.50257
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.455
ELB improved by 2.40535
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.335
ELB improved by 2.11929
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.639
ELB improved by 1.69628
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.365
ELB improved by 1.27418
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.41
ELB improved by 0.955096
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.657
ELB improved by 0.752942
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.018
ELB improved by 0.639246
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.434
ELB improved by 0.58327
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.872
ELB improved by 0.56276
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.309
ELB improved by 0.562829
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.736
ELB improved by 0.57222
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.155
ELB improved by 0.581292
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.57
ELB improved by 0.584782
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.984
ELB improved by 0.586425
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.384
ELB improved by 0.599846
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.737
ELB improved by 0.646744
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.002
ELB improved by 0.735393
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.214
ELB improved by 0.788486
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.489
ELB improved by 0.724752
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.867
ELB improved by 0.622085
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.327
ELB improved by 0.539545
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.85
ELB improved by 0.477479
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.422
ELB improved by 0.427868
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.037
ELB improved by 0.38499
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.691
ELB improved by 0.345707
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.382
ELB improved by 0.308731
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.108
ELB improved by 0.273945
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.866
ELB improved by 0.241928
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.653
ELB improved by 0.213695
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.462
ELB improved by 0.190708
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.287
ELB improved by 0.17534
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.114
ELB improved by 0.172296
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.923
ELB improved by 0.191697
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.672
ELB improved by 0.250276
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.333
ELB improved by 0.33942
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.978
ELB improved by 0.354876
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.723
ELB improved by 0.25477
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.567
ELB improved by 0.156836
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.465
ELB improved by 0.101517
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.393
ELB improved by 0.0722636
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.337
ELB improved by 0.0557669
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.291
ELB improved by 0.0456693
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.252
ELB improved by 0.0389841
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.218
ELB improved by 0.0342331
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.187
ELB improved by 0.0306459
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.16
ELB improved by 0.0278026
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.134
ELB improved by 0.0254635
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.111
ELB improved by 0.0234856
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.089
ELB improved by 0.021779
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.069
ELB improved by 0.0202843
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.05
ELB improved by 0.0189604
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.032
ELB improved by 0.0177777
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.015
ELB improved by 0.0167141
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.999
ELB improved by 0.0157525
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.985
ELB improved by 0.0148795
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.971
ELB improved by 0.014084
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.957
ELB improved by 0.013357
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.944
ELB improved by 0.0126911
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.932
ELB improved by 0.0120796
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.921
ELB improved by 0.011517
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.91
ELB improved by 0.0109985
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.899
ELB improved by 0.0105199
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.889
ELB improved by 0.0100777
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.88
ELB improved by 0.00966873
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-855.863
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-574.286
ELB improved by 281.577
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-519.166
ELB improved by 55.1207
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-482.107
ELB improved by 37.0585
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-462.995
ELB improved by 19.1123
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.475
ELB improved by 8.52035
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.059
ELB improved by 4.41564
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.693
ELB improved by 3.36653
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.48
ELB improved by 3.21215
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.146
ELB improved by 3.33474
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.605
ELB improved by 3.54101
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.955
ELB improved by 3.64932
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.509
ELB improved by 3.44659
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.634
ELB improved by 2.87501
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.489
ELB improved by 2.14516
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.969
ELB improved by 1.51929
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.869
ELB improved by 1.09979
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.015
ELB improved by 0.854827
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.296
ELB improved by 0.719081
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.656
ELB improved by 0.639865
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.072
ELB improved by 0.58412
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.533
ELB improved by 0.538649
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.029
ELB improved by 0.503752
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.548
ELB improved by 0.481061
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.079
ELB improved by 0.468887
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.615
ELB improved by 0.464606
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.148
ELB improved by 0.466597
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.674
ELB improved by 0.474143
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.187
ELB improved by 0.486539
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.685
ELB improved by 0.502624
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.163
ELB improved by 0.521587
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.619
ELB improved by 0.544102
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.047
ELB improved by 0.572033
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.44
ELB improved by 0.607068
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.79
ELB improved by 0.650032
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.089
ELB improved by 0.700823
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.332
ELB improved by 0.757138
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.522
ELB improved by 0.809914
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.684
ELB improved by 0.838045
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.868
ELB improved by 0.816481
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.124
ELB improved by 0.743151
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.478
ELB improved by 0.646642
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.918
ELB improved by 0.559279
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.419
ELB improved by 0.499241
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.948
ELB improved by 0.4713
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.48
ELB improved by 0.467575
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.011
ELB improved by 0.469086
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.555
ELB improved by 0.455776
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.134
ELB improved by 0.421729
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.756
ELB improved by 0.377663
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.433
ELB improved by 0.323236
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.184
ELB improved by 0.24855
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.007
ELB improved by 0.176866
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.862
ELB improved by 0.145868
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.682
ELB improved by 0.179301
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.384
ELB improved by 0.298427
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.941
ELB improved by 0.442852
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.503
ELB improved by 0.438413
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.177
ELB improved by 0.325198
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.934
ELB improved by 0.243829
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.718
ELB improved by 0.21544
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.497
ELB improved by 0.221412
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.253
ELB improved by 0.243978
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.002
ELB improved by 0.251139
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.793
ELB improved by 0.208418
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.658
ELB improved by 0.134949
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.583
ELB improved by 0.074944
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.542
ELB improved by 0.0407783
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.518
ELB improved by 0.0242575
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.502
ELB improved by 0.0165931
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.489
ELB improved by 0.0128444
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.478
ELB improved by 0.0107688
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.469
ELB improved by 0.00943675
ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
>
> proc.time()
user system elapsed
2.848 0.163 3.004
graper.Rcheck/graper-Ex.timings
| name | user | system | elapsed | |
| coef.graper | 0.052 | 0.000 | 0.053 | |
| getPIPs | 0.046 | 0.000 | 0.046 | |
| graper | 0.069 | 0.004 | 0.073 | |
| makeExampleData | 0.009 | 0.000 | 0.008 | |
| makeExampleDataWithUnequalGroups | 0.009 | 0.000 | 0.010 | |
| plotELBO | 0.408 | 0.016 | 0.425 | |
| plotGroupPenalties | 1.509 | 0.048 | 1.561 | |
| plotPosterior | 0.943 | 0.004 | 0.950 | |
| predict.graper | 1.046 | 0.024 | 1.072 | |
| print.graper | 0.072 | 0.000 | 0.072 | |