Britta Velten
| Snapshot Date: 2025-09-01 13:45 -0400 (Mon, 01 Sep 2025) |
| git_url: https://git.bioconductor.org/packages/graper |
| git_branch: devel |
| git_last_commit: 82b0592 |
| git_last_commit_date: 2025-06-24 03:15:40 -0400 (Tue, 24 Jun 2025) |
| Back to Multiple platform build/check report for BioC 3.22: simplified long |
|
This page was generated on 2025-09-02 12:03 -0400 (Tue, 02 Sep 2025).
| Hostname | OS | Arch (*) | R version | Installed pkgs |
|---|---|---|---|---|
| nebbiolo2 | Linux (Ubuntu 24.04.3 LTS) | x86_64 | 4.5.1 (2025-06-13) -- "Great Square Root" | 4824 |
| lconway | macOS 12.7.1 Monterey | x86_64 | 4.5.1 (2025-06-13) -- "Great Square Root" | 4615 |
| kjohnson3 | macOS 13.7.7 Ventura | arm64 | 4.5.1 Patched (2025-06-14 r88325) -- "Great Square Root" | 4562 |
| taishan | Linux (openEuler 24.03 LTS) | aarch64 | 4.5.0 (2025-04-11) -- "How About a Twenty-Six" | 4541 |
| 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 907/2320 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
| graper 1.25.2 (landing page) Britta Velten
| nebbiolo2 | Linux (Ubuntu 24.04.3 LTS) / x86_64 | OK | OK | NA | |||||||||
| lconway | macOS 12.7.1 Monterey / x86_64 | OK | OK | OK | OK | | ||||||||
| kjohnson3 | macOS 13.7.7 Ventura / arm64 | OK | OK | OK | OK | | ||||||||
| taishan | Linux (openEuler 24.03 LTS) / aarch64 | OK | OK | OK | ||||||||||
|
To the developers/maintainers of the graper package: - Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/graper.git to reflect on this report. See Troubleshooting Build Report for more information. - Use the following Renviron settings to reproduce errors and warnings. - If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information. |
| Package: graper |
| Version: 1.25.2 |
| Command: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:graper.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings graper_1.25.2.tar.gz |
| StartedAt: 2025-09-01 19:42:38 -0400 (Mon, 01 Sep 2025) |
| EndedAt: 2025-09-01 19:43:03 -0400 (Mon, 01 Sep 2025) |
| EllapsedTime: 25.3 seconds |
| RetCode: 0 |
| Status: OK |
| CheckDir: graper.Rcheck |
| Warnings: 0 |
##############################################################################
##############################################################################
###
### Running command:
###
### /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:graper.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings graper_1.25.2.tar.gz
###
##############################################################################
##############################################################################
* using log directory ‘/Users/biocbuild/bbs-3.22-bioc/meat/graper.Rcheck’
* using R version 4.5.1 Patched (2025-06-14 r88325)
* using platform: aarch64-apple-darwin20
* R was compiled by
Apple clang version 16.0.0 (clang-1600.0.26.6)
GNU Fortran (GCC) 14.2.0
* running under: macOS Ventura 13.7.7
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.25.2’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘graper’ can be installed ... OK
* used C++ compiler: ‘Apple clang version 15.0.0 (clang-1500.1.0.2.5)’
* used SDK: ‘MacOSX11.3.sdk’
* checking installed package size ... OK
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking code files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... NOTE
checkRd: (-1) predict.graper.Rd:19-21: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:23-24: Lost braces in \itemize; meant \describe ?
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... NOTE
Note: information on .o files is not available
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
Running ‘testthat.R’
OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE
Status: 2 NOTEs
See
‘/Users/biocbuild/bbs-3.22-bioc/meat/graper.Rcheck/00check.log’
for details.
graper.Rcheck/00install.out
############################################################################## ############################################################################## ### ### Running command: ### ### /Library/Frameworks/R.framework/Resources/bin/R CMD INSTALL graper ### ############################################################################## ############################################################################## * installing to library ‘/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library’ * installing *source* package ‘graper’ ... ** this is package ‘graper’ version ‘1.25.2’ ** using staged installation ** libs using C++ compiler: ‘Apple clang version 15.0.0 (clang-1500.1.0.2.5)’ using SDK: ‘MacOSX11.3.sdk’ clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/BH/include' -I/opt/R/arm64/include -fPIC -falign-functions=64 -Wall -g -O2 -c RcppExports.cpp -o RcppExports.o clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/BH/include' -I/opt/R/arm64/include -fPIC -falign-functions=64 -Wall -g -O2 -c fit_graper.cpp -o fit_graper.o clang++ -arch arm64 -std=gnu++17 -dynamiclib -Wl,-headerpad_max_install_names -undefined dynamic_lookup -L/Library/Frameworks/R.framework/Resources/lib -L/opt/R/arm64/lib -o graper.so RcppExports.o fit_graper.o -L/Library/Frameworks/R.framework/Resources/lib -lRlapack -L/Library/Frameworks/R.framework/Resources/lib -lRblas -L/opt/gfortran/lib/gcc/aarch64-apple-darwin20.0/14.2.0 -L/opt/gfortran/lib -lemutls_w -lheapt_w -lgfortran -lquadmath -F/Library/Frameworks/R.framework/.. -framework R installing to /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/00LOCK-graper/00new/graper/libs ** R ** byte-compile and prepare package for lazy loading ** help *** installing help indices ** building package indices ** installing vignettes ** testing if installed package can be loaded from temporary location ** checking absolute paths in shared objects and dynamic libraries ** testing if installed package can be loaded from final location ** testing if installed package keeps a record of temporary installation path * DONE (graper)
graper.Rcheck/tests/testthat.Rout
R version 4.5.1 Patched (2025-06-14 r88325) -- "Great Square Root"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: aarch64-apple-darwin20
R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.
R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.
Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.
> library(testthat)
> library(graper)
>
> test_check("graper")
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-880.842
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-569.879
ELB improved by 310.963
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-515.71
ELB improved by 54.1695
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-481.809
ELB improved by 33.9008
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.888
ELB improved by 16.9207
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.568
ELB improved by 7.32042
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.332
ELB improved by 4.2359
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.849
ELB improved by 3.48339
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.485
ELB improved by 3.36329
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.014
ELB improved by 3.47154
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.382
ELB improved by 3.6316
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.712
ELB improved by 3.66982
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.309
ELB improved by 3.40364
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.523
ELB improved by 2.78573
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.504
ELB improved by 2.01859
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.143
ELB improved by 1.36178
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.227
ELB improved by 0.915795
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.578
ELB improved by 0.648992
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.08
ELB improved by 0.497826
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.667
ELB improved by 0.413342
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.3
ELB improved by 0.366416
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.959
ELB improved by 0.341525
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.628
ELB improved by 0.330804
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.298
ELB improved by 0.330401
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.959
ELB improved by 0.338515
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.605
ELB improved by 0.354363
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.227
ELB improved by 0.377531
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.82
ELB improved by 0.407421
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.377
ELB improved by 0.442774
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.895
ELB improved by 0.481521
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.374
ELB improved by 0.521244
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.814
ELB improved by 0.559853
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.219
ELB improved by 0.595722
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.591
ELB improved by 0.627285
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.939
ELB improved by 0.652743
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.268
ELB improved by 0.670207
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.59
ELB improved by 0.678091
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.915
ELB improved by 0.675488
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.253
ELB improved by 0.662207
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.614
ELB improved by 0.638207
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.011
ELB improved by 0.602895
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.456
ELB improved by 0.555409
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.96
ELB improved by 0.496331
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.53
ELB improved by 0.429399
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.169
ELB improved by 0.360968
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.872
ELB improved by 0.297184
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.63
ELB improved by 0.241765
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.435
ELB improved by 0.19565
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.277
ELB improved by 0.157791
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.15
ELB improved by 0.126607
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.049
ELB improved by 0.101063
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.969
ELB improved by 0.0805923
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.904
ELB improved by 0.064582
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.852
ELB improved by 0.0522325
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.809
ELB improved by 0.0427236
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.774
ELB improved by 0.0353676
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.744
ELB improved by 0.0296459
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.719
ELB improved by 0.0251769
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.697
ELB improved by 0.0216716
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.678
ELB improved by 0.0189051
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.662
ELB improved by 0.0167008
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.647
ELB improved by 0.0149216
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.633
ELB improved by 0.0134637
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.621
ELB improved by 0.0122499
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.61
ELB improved by 0.0112235
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.6
ELB improved by 0.0103431
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.59
ELB improved by 0.00957846
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-865.16
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-573.17
ELB improved by 291.991
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-513.858
ELB improved by 59.3118
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-476.137
ELB improved by 37.7204
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.264
ELB improved by 17.8736
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.12
ELB improved by 7.14335
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.65
ELB improved by 3.4705
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.293
ELB improved by 2.35738
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.332
ELB improved by 1.96042
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.516
ELB improved by 1.81592
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.737
ELB improved by 1.77933
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.947
ELB improved by 1.79004
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.134
ELB improved by 1.81275
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.321
ELB improved by 1.81345
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.566
ELB improved by 1.75448
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.959
ELB improved by 1.60716
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.586
ELB improved by 1.37309
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.495
ELB improved by 1.09079
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.68
ELB improved by 0.815098
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.093
ELB improved by 0.587174
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.672
ELB improved by 0.420768
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.363
ELB improved by 0.308636
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.128
ELB improved by 0.235734
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.94
ELB improved by 0.188185
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.783
ELB improved by 0.1562
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.65
ELB improved by 0.133722
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.532
ELB improved by 0.11722
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.428
ELB improved by 0.104647
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.333
ELB improved by 0.094787
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.246
ELB improved by 0.0868851
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.166
ELB improved by 0.0804549
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.09
ELB improved by 0.075171
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.02
ELB improved by 0.070809
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.952
ELB improved by 0.0672092
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.888
ELB improved by 0.064255
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.826
ELB improved by 0.0618588
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.766
ELB improved by 0.0599536
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.708
ELB improved by 0.0584872
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.65
ELB improved by 0.0574191
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.594
ELB improved by 0.0567177
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.537
ELB improved by 0.0563589
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.481
ELB improved by 0.0563249
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.424
ELB improved by 0.0566036
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.367
ELB improved by 0.0571877
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.309
ELB improved by 0.0580756
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.25
ELB improved by 0.0592704
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.189
ELB improved by 0.0607818
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.127
ELB improved by 0.0626265
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.062
ELB improved by 0.0648303
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.994
ELB improved by 0.0674315
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.924
ELB improved by 0.0704847
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.85
ELB improved by 0.0740671
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.771
ELB improved by 0.0782881
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.688
ELB improved by 0.0833014
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.599
ELB improved by 0.0893237
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.502
ELB improved by 0.0966584
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.396
ELB improved by 0.105726
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.279
ELB improved by 0.117097
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.148
ELB improved by 0.131504
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.998
ELB improved by 0.149808
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.825
ELB improved by 0.172851
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.624
ELB improved by 0.201167
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.389
ELB improved by 0.234699
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.116
ELB improved by 0.272855
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.801
ELB improved by 0.315104
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.44
ELB improved by 0.361615
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.026
ELB improved by 0.413332
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.555
ELB improved by 0.471815
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.015
ELB improved by 0.539925
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.391
ELB improved by 0.624045
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.653
ELB improved by 0.737199
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.756
ELB improved by 0.897076
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.654
ELB improved by 1.10262
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.351
ELB improved by 1.30292
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.915
ELB improved by 1.43598
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.485
ELB improved by 1.42954
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.271
ELB improved by 1.21433
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.376
ELB improved by 0.894877
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.766
ELB improved by 0.610486
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.362
ELB improved by 0.403207
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.097
ELB improved by 0.26568
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.918
ELB improved by 0.178873
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.793
ELB improved by 0.124831
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.703
ELB improved by 0.0903793
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.635
ELB improved by 0.0672156
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.585
ELB improved by 0.0507753
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.546
ELB improved by 0.0388046
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.516
ELB improved by 0.0301273
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.492
ELB improved by 0.0239336
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.472
ELB improved by 0.0195499
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.456
ELB improved by 0.0164276
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.442
ELB improved by 0.0141572
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.429
ELB improved by 0.0124561
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.418
ELB improved by 0.011138
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.408
ELB improved by 0.0100833
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.399
ELB improved by 0.009215
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-886.351
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-589.193
ELB improved by 297.159
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-530.297
ELB improved by 58.8961
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-489.162
ELB improved by 41.1349
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-471.139
ELB improved by 18.0225
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.31
ELB improved by 6.8291
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.083
ELB improved by 4.22723
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-456.485
ELB improved by 3.59852
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.096
ELB improved by 3.38901
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.766
ELB improved by 3.32942
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.467
ELB improved by 3.29883
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.262
ELB improved by 3.20497
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.307
ELB improved by 2.95559
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.807
ELB improved by 2.49999
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.902
ELB improved by 1.9043
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.571
ELB improved by 1.33097
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.67
ELB improved by 0.90121
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.043
ELB improved by 0.627562
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.578
ELB improved by 0.464736
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.211
ELB improved by 0.3667
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.907
ELB improved by 0.30401
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.646
ELB improved by 0.260749
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.418
ELB improved by 0.228707
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.214
ELB improved by 0.203604
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.031
ELB improved by 0.183175
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.865
ELB improved by 0.166242
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.713
ELB improved by 0.152205
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.572
ELB improved by 0.140744
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.44
ELB improved by 0.131628
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.316
ELB improved by 0.124639
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.196
ELB improved by 0.119566
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.08
ELB improved by 0.116218
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.965
ELB improved by 0.114448
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.851
ELB improved by 0.114163
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.736
ELB improved by 0.115335
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.618
ELB improved by 0.117997
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.496
ELB improved by 0.122259
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.367
ELB improved by 0.128308
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.231
ELB improved by 0.136433
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.084
ELB improved by 0.14705
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.923
ELB improved by 0.160745
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.745
ELB improved by 0.178347
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.544
ELB improved by 0.201026
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.313
ELB improved by 0.230476
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.044
ELB improved by 0.269214
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.723
ELB improved by 0.321165
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.33
ELB improved by 0.392939
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.833
ELB improved by 0.496899
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.174
ELB improved by 0.658622
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.245
ELB improved by 0.92908
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.882
ELB improved by 1.36328
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.006
ELB improved by 1.87625
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.758
ELB improved by 2.24799
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.379
ELB improved by 2.37913
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.06
ELB improved by 2.31865
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.695
ELB improved by 2.36492
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.984
ELB improved by 2.71123
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.073
ELB improved by 2.91064
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.57
ELB improved by 2.50298
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.562
ELB improved by 2.00808
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.839
ELB improved by 1.72347
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.543
ELB improved by 1.29612
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.728
ELB improved by 0.814068
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.253
ELB improved by 0.475408
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.966
ELB improved by 0.286552
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.781
ELB improved by 0.185861
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.651
ELB improved by 0.129441
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.556
ELB improved by 0.0952222
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.483
ELB improved by 0.0728894
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.426
ELB improved by 0.0574554
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.379
ELB improved by 0.0463253
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.341
ELB improved by 0.0380391
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.31
ELB improved by 0.0317172
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.283
ELB improved by 0.0267998
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.26
ELB improved by 0.0229139
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.24
ELB improved by 0.0198024
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.223
ELB improved by 0.0172823
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.208
ELB improved by 0.0152209
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.194
ELB improved by 0.0135194
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.182
ELB improved by 0.0121035
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.171
ELB improved by 0.0109164
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.161
ELB improved by 0.00991419
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-873.422
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-566.604
ELB improved by 306.817
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-508.319
ELB improved by 58.2852
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-474.567
ELB improved by 33.752
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.997
ELB improved by 14.5705
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.509
ELB improved by 6.48775
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.738
ELB improved by 3.77122
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.81
ELB improved by 2.92743
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.123
ELB improved by 2.68735
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.452
ELB improved by 2.67122
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.687
ELB improved by 2.76485
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.762
ELB improved by 2.92471
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.646
ELB improved by 3.11595
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.363
ELB improved by 3.28291
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.03
ELB improved by 3.33339
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.888
ELB improved by 3.14178
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.265
ELB improved by 2.62311
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.353
ELB improved by 1.91155
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.088
ELB improved by 1.2658
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.274
ELB improved by 0.814035
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.734
ELB improved by 0.539925
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.352
ELB improved by 0.38211
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.061
ELB improved by 0.290141
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.828
ELB improved by 0.233671
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.631
ELB improved by 0.196665
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.46
ELB improved by 0.171044
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.307
ELB improved by 0.152709
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.168
ELB improved by 0.139474
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.038
ELB improved by 0.130087
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.914
ELB improved by 0.123792
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.794
ELB improved by 0.120127
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.675
ELB improved by 0.118831
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.555
ELB improved by 0.119803
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.432
ELB improved by 0.123087
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.303
ELB improved by 0.128877
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.166
ELB improved by 0.137541
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.016
ELB improved by 0.149665
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.85
ELB improved by 0.166119
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.662
ELB improved by 0.188157
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.444
ELB improved by 0.217521
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.188
ELB improved by 0.25654
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.88
ELB improved by 0.308136
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.504
ELB improved by 0.375638
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.042
ELB improved by 0.46237
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.47
ELB improved by 0.571165
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.766
ELB improved by 0.703931
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.906
ELB improved by 0.860821
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.867
ELB improved by 1.03844
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.64
ELB improved by 1.22729
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.231
ELB improved by 1.40869
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.68
ELB improved by 1.55165
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.064
ELB improved by 1.61581
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.495
ELB improved by 1.56899
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.084
ELB improved by 1.41116
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.904
ELB improved by 1.17931
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.977
ELB improved by 0.927117
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.275
ELB improved by 0.702239
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.74
ELB improved by 0.535193
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.303
ELB improved by 0.437187
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.903
ELB improved by 0.399787
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.512
ELB improved by 0.390939
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.134
ELB improved by 0.377643
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.77
ELB improved by 0.363819
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.419
ELB improved by 0.3514
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.1
ELB improved by 0.318816
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.836
ELB improved by 0.264442
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.636
ELB improved by 0.199362
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.501
ELB improved by 0.13516
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.416
ELB improved by 0.0854318
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.362
ELB improved by 0.0541418
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.325
ELB improved by 0.0365204
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.298
ELB improved by 0.0267617
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.277
ELB improved by 0.0210732
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.26
ELB improved by 0.0174587
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.245
ELB improved by 0.0149466
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.232
ELB improved by 0.013068
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.22
ELB improved by 0.0115887
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.21
ELB improved by 0.0103835
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.2
ELB improved by 0.00937973
ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
>
> proc.time()
user system elapsed
0.871 0.067 0.941
graper.Rcheck/graper-Ex.timings
| name | user | system | elapsed | |
| coef.graper | 0.029 | 0.005 | 0.034 | |
| getPIPs | 0.027 | 0.004 | 0.031 | |
| graper | 0.044 | 0.006 | 0.051 | |
| makeExampleData | 0.004 | 0.000 | 0.004 | |
| makeExampleDataWithUnequalGroups | 0.005 | 0.001 | 0.005 | |
| plotELBO | 0.100 | 0.006 | 0.107 | |
| plotGroupPenalties | 0.237 | 0.005 | 0.243 | |
| plotPosterior | 0.175 | 0.005 | 0.182 | |
| predict.graper | 1.028 | 0.023 | 1.053 | |
| print.graper | 0.026 | 0.003 | 0.030 | |