Britta Velten
| Snapshot Date: 2024-07-15 14:00 -0400 (Mon, 15 Jul 2024) |
| git_url: https://git.bioconductor.org/packages/graper |
| git_branch: devel |
| git_last_commit: 7b45fcc |
| git_last_commit_date: 2024-04-30 11:11:42 -0400 (Tue, 30 Apr 2024) |
| Back to Multiple platform build/check report for BioC 3.20: simplified long |
|
This page was generated on 2024-07-16 11:39 -0400 (Tue, 16 Jul 2024).
| Hostname | OS | Arch (*) | R version | Installed pkgs |
|---|---|---|---|---|
| nebbiolo2 | Linux (Ubuntu 22.04.3 LTS) | x86_64 | 4.4.1 (2024-06-14) -- "Race for Your Life" | 4677 |
| palomino6 | Windows Server 2022 Datacenter | x64 | 4.4.1 (2024-06-14 ucrt) -- "Race for Your Life" | 4416 |
| lconway | macOS 12.7.1 Monterey | x86_64 | 4.4.1 (2024-06-14) -- "Race for Your Life" | 4444 |
| kjohnson3 | macOS 13.6.5 Ventura | arm64 | 4.4.1 (2024-06-14) -- "Race for Your Life" | 4393 |
| palomino8 | Windows Server 2022 Datacenter | x64 | 4.4.1 (2024-06-14 ucrt) -- "Race for Your Life" | 4373 |
| 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 883/2243 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
| graper 1.21.0 (landing page) Britta Velten
| nebbiolo2 | Linux (Ubuntu 22.04.3 LTS) / x86_64 | OK | OK | OK | | ||||||||
| palomino6 | Windows Server 2022 Datacenter / x64 | OK | OK | OK | OK | |||||||||
| lconway | macOS 12.7.1 Monterey / x86_64 | OK | OK | WARNINGS | OK | | ||||||||
| kjohnson3 | macOS 13.6.5 Ventura / arm64 | OK | OK | WARNINGS | OK | | ||||||||
| palomino8 | Windows Server 2022 Datacenter / x64 | OK | OK | OK | OK | |||||||||
|
To the developers/maintainers of the graper package: - Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/graper.git to reflect on this report. See Troubleshooting Build Report for more information. - Use the following Renviron settings to reproduce errors and warnings. - If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information. |
| Package: graper |
| Version: 1.21.0 |
| Command: /home/biocbuild/bbs-3.20-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.20-bioc/R/site-library --timings graper_1.21.0.tar.gz |
| StartedAt: 2024-07-15 23:28:16 -0400 (Mon, 15 Jul 2024) |
| EndedAt: 2024-07-15 23:29:36 -0400 (Mon, 15 Jul 2024) |
| EllapsedTime: 80.2 seconds |
| RetCode: 0 |
| Status: OK |
| CheckDir: graper.Rcheck |
| Warnings: 0 |
##############################################################################
##############################################################################
###
### Running command:
###
### /home/biocbuild/bbs-3.20-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.20-bioc/R/site-library --timings graper_1.21.0.tar.gz
###
##############################################################################
##############################################################################
* using log directory ‘/home/biocbuild/bbs-3.20-bioc/meat/graper.Rcheck’
* using R version 4.4.1 (2024-06-14)
* using platform: x86_64-pc-linux-gnu
* R was compiled by
gcc (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0
GNU Fortran (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0
* running under: Ubuntu 22.04.4 LTS
* using session charset: UTF-8
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.21.0’
* 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: ‘g++ (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0’
* checking C++ specification ... NOTE
Specified C++11: please drop specification unless essential
* checking installed package size ... NOTE
installed size is 6.2Mb
sub-directories of 1Mb or more:
libs 6.1Mb
* 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 re-building of vignette outputs ... OK
* checking PDF version of manual ... OK
* DONE
Status: 4 NOTEs
See
‘/home/biocbuild/bbs-3.20-bioc/meat/graper.Rcheck/00check.log’
for details.
graper.Rcheck/00install.out
##############################################################################
##############################################################################
###
### Running command:
###
### /home/biocbuild/bbs-3.20-bioc/R/bin/R CMD INSTALL graper
###
##############################################################################
##############################################################################
* installing to library ‘/home/biocbuild/bbs-3.20-bioc/R/site-library’
* installing *source* package ‘graper’ ...
** using staged installation
** libs
using C++ compiler: ‘g++ (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0’
using C++11
g++ -std=gnu++11 -I"/home/biocbuild/bbs-3.20-bioc/R/include" -DNDEBUG -I'/home/biocbuild/bbs-3.20-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.20-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.20-bioc/R/site-library/BH/include' -I/usr/local/include -fpic -g -O2 -Wall -c RcppExports.cpp -o RcppExports.o
g++ -std=gnu++11 -I"/home/biocbuild/bbs-3.20-bioc/R/include" -DNDEBUG -I'/home/biocbuild/bbs-3.20-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.20-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.20-bioc/R/site-library/BH/include' -I/usr/local/include -fpic -g -O2 -Wall -c fit_graper.cpp -o fit_graper.o
In file included from /home/biocbuild/bbs-3.20-bioc/R/site-library/BH/include/boost/math/special_functions/detail/round_fwd.hpp:11,
from /home/biocbuild/bbs-3.20-bioc/R/site-library/BH/include/boost/math/special_functions/math_fwd.hpp:29,
from /home/biocbuild/bbs-3.20-bioc/R/site-library/BH/include/boost/math/special_functions/digamma.hpp:15,
from graper_linear_dense_ff.h:2,
from fit_graper.cpp:4:
/home/biocbuild/bbs-3.20-bioc/R/site-library/BH/include/boost/math/tools/config.hpp:23:6: warning: #warning "The minimum language standard to use Boost.Math will be C++14 starting in July 2023 (Boost 1.82 release)" [-Wcpp]
23 | # warning "The minimum language standard to use Boost.Math will be C++14 starting in July 2023 (Boost 1.82 release)"
| ^~~~~~~
g++ -std=gnu++11 -shared -L/home/biocbuild/bbs-3.20-bioc/R/lib -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -llapack -L/home/biocbuild/bbs-3.20-bioc/R/lib -lRblas -lgfortran -lm -lquadmath -L/home/biocbuild/bbs-3.20-bioc/R/lib -lR
installing to /home/biocbuild/bbs-3.20-bioc/R/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 4.4.1 (2024-06-14) -- "Race for Your Life"
Copyright (C) 2024 The R Foundation for Statistical Computing
Platform: x86_64-pc-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=-851.588
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-596.761
ELB improved by 254.827
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-537.084
ELB improved by 59.6767
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-485.795
ELB improved by 51.2898
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.12
ELB improved by 29.6745
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.107
ELB improved by 14.0131
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.256
ELB improved by 7.85086
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.26
ELB improved by 5.9958
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.689
ELB improved by 5.57189
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.007
ELB improved by 5.68141
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.132
ELB improved by 5.8753
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.365
ELB improved by 5.76659
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.285
ELB improved by 5.08069
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.354
ELB improved by 3.93052
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.599
ELB improved by 2.75527
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.71
ELB improved by 1.88868
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.342
ELB improved by 1.36832
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.257
ELB improved by 1.08498
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.338
ELB improved by 0.918353
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.56
ELB improved by 0.778446
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.923
ELB improved by 0.636906
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.411
ELB improved by 0.511672
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.997
ELB improved by 0.414079
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.657
ELB improved by 0.339943
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.375
ELB improved by 0.282256
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.139
ELB improved by 0.236261
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.94
ELB improved by 0.199178
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.77
ELB improved by 0.169183
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.626
ELB improved by 0.144857
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.501
ELB improved by 0.125023
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.392
ELB improved by 0.108711
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.297
ELB improved by 0.0951573
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.213
ELB improved by 0.083775
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.139
ELB improved by 0.0741228
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.073
ELB improved by 0.0658684
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.014
ELB improved by 0.0587596
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.962
ELB improved by 0.0526015
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.914
ELB improved by 0.0472404
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.872
ELB improved by 0.0425535
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.833
ELB improved by 0.0384404
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.799
ELB improved by 0.0348185
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.767
ELB improved by 0.031619
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.738
ELB improved by 0.0287842
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.712
ELB improved by 0.0262652
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.688
ELB improved by 0.024021
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.666
ELB improved by 0.0220163
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.646
ELB improved by 0.0202213
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.627
ELB improved by 0.0186103
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.61
ELB improved by 0.0171613
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.594
ELB improved by 0.0158552
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.579
ELB improved by 0.0146757
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.566
ELB improved by 0.0136084
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.553
ELB improved by 0.012641
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.541
ELB improved by 0.0117626
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.53
ELB improved by 0.0109637
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.52
ELB improved by 0.010236
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.511
ELB improved by 0.00957211
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-866.844
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-557.137
ELB improved by 309.706
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-495.975
ELB improved by 61.1625
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.022
ELB improved by 35.9531
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.85
ELB improved by 15.172
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.218
ELB improved by 6.63227
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.38
ELB improved by 3.83734
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.604
ELB improved by 2.77653
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.269
ELB improved by 2.33461
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.079
ELB improved by 2.19033
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.884
ELB improved by 2.19514
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.605
ELB improved by 2.27819
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.212
ELB improved by 2.3938
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.724
ELB improved by 2.48749
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.235
ELB improved by 2.4891
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.893
ELB improved by 2.34171
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.852
ELB improved by 2.04159
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.208
ELB improved by 1.6436
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.974
ELB improved by 1.23427
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.081
ELB improved by 0.892629
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.431
ELB improved by 0.649803
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.94
ELB improved by 0.4913
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.552
ELB improved by 0.388248
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.235
ELB improved by 0.317335
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.969
ELB improved by 0.265341
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.743
ELB improved by 0.226466
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.545
ELB improved by 0.198005
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.367
ELB improved by 0.177766
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.203
ELB improved by 0.163625
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.05
ELB improved by 0.153804
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.903
ELB improved by 0.147001
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.76
ELB improved by 0.142335
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.621
ELB improved by 0.139227
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.484
ELB improved by 0.137296
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.347
ELB improved by 0.136287
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.211
ELB improved by 0.136027
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.075
ELB improved by 0.1364
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.938
ELB improved by 0.137338
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.799
ELB improved by 0.138823
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.658
ELB improved by 0.140899
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.514
ELB improved by 0.143681
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.367
ELB improved by 0.147377
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.215
ELB improved by 0.152274
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.056
ELB improved by 0.158681
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.889
ELB improved by 0.166711
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.713
ELB improved by 0.175882
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.529
ELB improved by 0.184699
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.338
ELB improved by 0.190896
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.145
ELB improved by 0.192734
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.955
ELB improved by 0.190192
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.77
ELB improved by 0.184542
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.593
ELB improved by 0.177081
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.425
ELB improved by 0.168586
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.265
ELB improved by 0.159454
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.115
ELB improved by 0.149932
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.975
ELB improved by 0.14022
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.844
ELB improved by 0.130493
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.724
ELB improved by 0.120901
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.612
ELB improved by 0.111567
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.509
ELB improved by 0.102589
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.415
ELB improved by 0.0940448
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.329
ELB improved by 0.0859931
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.251
ELB improved by 0.0784766
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.179
ELB improved by 0.0715229
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.114
ELB improved by 0.0651442
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.055
ELB improved by 0.0593384
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.001
ELB improved by 0.0540904
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.951
ELB improved by 0.0493741
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.906
ELB improved by 0.0451551
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.865
ELB improved by 0.0413939
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.827
ELB improved by 0.0380483
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.792
ELB improved by 0.035076
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.759
ELB improved by 0.0324363
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.729
ELB improved by 0.0300911
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.701
ELB improved by 0.0280061
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.675
ELB improved by 0.0261503
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.651
ELB improved by 0.0244966
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.628
ELB improved by 0.0230212
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.606
ELB improved by 0.0217034
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.585
ELB improved by 0.0205253
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.566
ELB improved by 0.0194709
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.547
ELB improved by 0.0185264
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.53
ELB improved by 0.017679
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.513
ELB improved by 0.0169174
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.496
ELB improved by 0.0162307
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.481
ELB improved by 0.0156087
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.466
ELB improved by 0.015041
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.451
ELB improved by 0.0145176
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.437
ELB improved by 0.0140281
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.424
ELB improved by 0.0135622
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.411
ELB improved by 0.0131098
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.398
ELB improved by 0.0126611
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.386
ELB improved by 0.0122072
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.374
ELB improved by 0.0117408
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.363
ELB improved by 0.0112565
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.352
ELB improved by 0.0107515
iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.342
ELB improved by 0.0102258
iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.332
ELB improved by 0.00968209
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-863.423
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-578.575
ELB improved by 284.848
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-515.701
ELB improved by 62.8737
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-475.176
ELB improved by 40.5252
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.065
ELB improved by 18.1116
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.055
ELB improved by 9.00948
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.626
ELB improved by 6.42879
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.565
ELB improved by 6.06134
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.189
ELB improved by 6.37637
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.682
ELB improved by 6.50686
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.675
ELB improved by 6.00683
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.731
ELB improved by 4.94381
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.09
ELB improved by 3.6412
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.546
ELB improved by 2.54355
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.725
ELB improved by 1.82158
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.366
ELB improved by 1.3586
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.325
ELB improved by 1.04118
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.504
ELB improved by 0.821366
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.833
ELB improved by 0.670424
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.262
ELB improved by 0.570857
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.751
ELB improved by 0.511237
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.271
ELB improved by 0.4802
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.803
ELB improved by 0.468013
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.335
ELB improved by 0.468147
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.858
ELB improved by 0.476749
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.366
ELB improved by 0.491581
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.855
ELB improved by 0.511192
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.321
ELB improved by 0.534357
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.761
ELB improved by 0.559619
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.176
ELB improved by 0.5849
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.569
ELB improved by 0.607228
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.946
ELB improved by 0.622787
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.319
ELB improved by 0.627559
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.7
ELB improved by 0.618647
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.104
ELB improved by 0.595863
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.542
ELB improved by 0.562527
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.018
ELB improved by 0.524185
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.533
ELB improved by 0.484874
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.089
ELB improved by 0.443602
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.692
ELB improved by 0.397121
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.343
ELB improved by 0.348703
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.033
ELB improved by 0.310276
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.738
ELB improved by 0.294946
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.432
ELB improved by 0.30611
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.117
ELB improved by 0.314447
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.85
ELB improved by 0.266962
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.667
ELB improved by 0.183283
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.545
ELB improved by 0.1218
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.455
ELB improved by 0.0899476
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.381
ELB improved by 0.0747163
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.313
ELB improved by 0.068152
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.245
ELB improved by 0.0673738
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.173
ELB improved by 0.0718015
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.092
ELB improved by 0.0814345
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.997
ELB improved by 0.0952655
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.887
ELB improved by 0.109924
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.767
ELB improved by 0.12016
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.647
ELB improved by 0.120094
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.542
ELB improved by 0.104384
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.466
ELB improved by 0.0764379
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.415
ELB improved by 0.0504367
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.38
ELB improved by 0.0356089
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.349
ELB improved by 0.0311212
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.315
ELB improved by 0.0335916
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.274
ELB improved by 0.0406802
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.224
ELB improved by 0.0502314
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.165
ELB improved by 0.058973
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.102
ELB improved by 0.0631347
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.041
ELB improved by 0.0609254
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.987
ELB improved by 0.0535491
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.944
ELB improved by 0.0435847
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.91
ELB improved by 0.0334068
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.886
ELB improved by 0.0246349
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.868
ELB improved by 0.0179691
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.855
ELB improved by 0.0133381
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.844
ELB improved by 0.0102873
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.836
ELB improved by 0.00831465
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-879.668
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-588.118
ELB improved by 291.55
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-527.372
ELB improved by 60.7462
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-484.315
ELB improved by 43.0569
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-463.705
ELB improved by 20.6098
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.641
ELB improved by 8.06395
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.074
ELB improved by 4.5675
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.457
ELB improved by 3.61699
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.161
ELB improved by 3.29591
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.951
ELB improved by 3.20975
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.729
ELB improved by 3.22158
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.447
ELB improved by 3.28216
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.09
ELB improved by 3.35735
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.709
ELB improved by 3.38039
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.47
ELB improved by 3.23954
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.616
ELB improved by 2.85364
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.324
ELB improved by 2.29212
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.606
ELB improved by 1.71849
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.353
ELB improved by 1.25247
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.41
ELB improved by 0.943012
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.638
ELB improved by 0.772179
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.947
ELB improved by 0.691004
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.288
ELB improved by 0.658791
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.637
ELB improved by 0.651326
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.982
ELB improved by 0.655036
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.32
ELB improved by 0.661824
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.653
ELB improved by 0.666652
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.987
ELB improved by 0.666625
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.326
ELB improved by 0.660493
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.678
ELB improved by 0.648133
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.048
ELB improved by 0.630025
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.441
ELB improved by 0.60689
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.862
ELB improved by 0.579508
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.313
ELB improved by 0.548629
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.798
ELB improved by 0.514905
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.319
ELB improved by 0.478886
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.878
ELB improved by 0.441103
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.476
ELB improved by 0.402176
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.113
ELB improved by 0.36287
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.789
ELB improved by 0.324068
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.502
ELB improved by 0.286677
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.251
ELB improved by 0.251509
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.032
ELB improved by 0.219182
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.842
ELB improved by 0.190064
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.677
ELB improved by 0.164278
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.536
ELB improved by 0.141744
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.413
ELB improved by 0.122254
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.308
ELB improved by 0.105526
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.217
ELB improved by 0.0912617
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.137
ELB improved by 0.0791705
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.068
ELB improved by 0.068987
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.008
ELB improved by 0.0604757
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.954
ELB improved by 0.0534308
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.907
ELB improved by 0.0476743
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.864
ELB improved by 0.0430528
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.824
ELB improved by 0.0394336
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.788
ELB improved by 0.036699
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.753
ELB improved by 0.0347402
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.719
ELB improved by 0.0334491
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.687
ELB improved by 0.0327109
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.654
ELB improved by 0.0323988
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.622
ELB improved by 0.0323763
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.589
ELB improved by 0.032507
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.557
ELB improved by 0.0326735
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.524
ELB improved by 0.0327968
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.491
ELB improved by 0.0328474
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.458
ELB improved by 0.0328386
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.425
ELB improved by 0.032805
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.393
ELB improved by 0.0327728
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.36
ELB improved by 0.0327336
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.327
ELB improved by 0.0326311
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.295
ELB improved by 0.032362
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.263
ELB improved by 0.0317965
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.232
ELB improved by 0.0308156
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.203
ELB improved by 0.0293563
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.176
ELB improved by 0.0274437
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.15
ELB improved by 0.02519
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.128
ELB improved by 0.0227595
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.107
ELB improved by 0.0203176
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.089
ELB improved by 0.0179936
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.073
ELB improved by 0.0158663
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.059
ELB improved by 0.0139707
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.047
ELB improved by 0.0123116
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.036
ELB improved by 0.0108764
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.027
ELB improved by 0.00964436
ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
>
> proc.time()
user system elapsed
2.038 0.156 2.184
graper.Rcheck/graper-Ex.timings
| name | user | system | elapsed | |
| coef.graper | 0.048 | 0.012 | 0.060 | |
| getPIPs | 0.054 | 0.000 | 0.054 | |
| graper | 0.081 | 0.008 | 0.089 | |
| makeExampleData | 0.007 | 0.004 | 0.011 | |
| makeExampleDataWithUnequalGroups | 0.008 | 0.004 | 0.012 | |
| plotELBO | 0.203 | 0.028 | 0.231 | |
| plotGroupPenalties | 0.710 | 0.012 | 0.722 | |
| plotPosterior | 0.467 | 0.004 | 0.471 | |
| predict.graper | 2.068 | 0.008 | 2.078 | |
| print.graper | 0.048 | 0.004 | 0.051 | |