Britta Velten
| Snapshot Date: 2026-04-08 13:40 -0400 (Wed, 08 Apr 2026) |
| git_url: https://git.bioconductor.org/packages/graper |
| git_branch: devel |
| git_last_commit: 95474d7 |
| git_last_commit_date: 2025-10-29 10:49:21 -0400 (Wed, 29 Oct 2025) |
| Back to Multiple platform build/check report for BioC 3.23: simplified long |
|
This page was generated on 2026-04-09 11:36 -0400 (Thu, 09 Apr 2026).
| Hostname | OS | Arch (*) | R version | Installed pkgs |
|---|---|---|---|---|
| nebbiolo1 | Linux (Ubuntu 24.04.4 LTS) | x86_64 | 4.6.0 alpha (2026-04-05 r89794) | 4912 |
| kjohnson3 | macOS 13.7.7 Ventura | arm64 | R Under development (unstable) (2026-03-26 r89717) -- "Unsuffered Consequences" | 4623 |
| 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 935/2388 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
| graper 1.27.0 (landing page) Britta Velten
| nebbiolo1 | Linux (Ubuntu 24.04.4 LTS) / x86_64 | OK | OK | OK | | ||||||||
| kjohnson3 | macOS 13.7.7 Ventura / arm64 | OK | OK | OK | OK | | ||||||||
| See other builds for graper in R Universe. | ||||||||||||||
|
To the developers/maintainers of the graper package: - Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/graper.git to reflect on this report. See Troubleshooting Build Report for more information. - Use the following Renviron settings to reproduce errors and warnings. - If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information. |
| Package: graper |
| Version: 1.27.0 |
| Command: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:graper.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings graper_1.27.0.tar.gz |
| StartedAt: 2026-04-08 20:07:45 -0400 (Wed, 08 Apr 2026) |
| EndedAt: 2026-04-08 20:08:16 -0400 (Wed, 08 Apr 2026) |
| EllapsedTime: 31.4 seconds |
| RetCode: 0 |
| Status: OK |
| CheckDir: graper.Rcheck |
| Warnings: 0 |
##############################################################################
##############################################################################
###
### Running command:
###
### /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:graper.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings graper_1.27.0.tar.gz
###
##############################################################################
##############################################################################
* using log directory ‘/Users/biocbuild/bbs-3.23-bioc/meat/graper.Rcheck’
* using R Under development (unstable) (2026-03-26 r89717)
* using platform: aarch64-apple-darwin23
* R was compiled by
Apple clang version 17.0.0 (clang-1700.3.19.1)
GNU Fortran (GCC) 14.2.0
* running under: macOS Tahoe 26.3.1
* using session charset: UTF-8
* current time: 2026-04-09 00:07:45 UTC
* using option ‘--no-vignettes’
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.27.0’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘graper’ can be installed ... OK
* used C++ compiler: ‘Apple clang version 17.0.0 (clang-1700.6.4.2)’
* used SDK: ‘MacOSX26.2.sdk’
* checking installed package size ... OK
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking code files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... NOTE
checkRd: (-1) predict.graper.Rd:19-21: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:23-24: Lost braces in \itemize; meant \describe ?
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... INFO
Note: information on .o files is not available
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
Running ‘testthat.R’
OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE
Status: 1 NOTE
See
‘/Users/biocbuild/bbs-3.23-bioc/meat/graper.Rcheck/00check.log’
for details.
graper.Rcheck/00install.out
############################################################################## ############################################################################## ### ### Running command: ### ### /Library/Frameworks/R.framework/Resources/bin/R CMD INSTALL graper ### ############################################################################## ############################################################################## * installing to library ‘/Library/Frameworks/R.framework/Versions/4.6/Resources/library’ * installing *source* package ‘graper’ ... ** this is package ‘graper’ version ‘1.27.0’ ** using staged installation ** libs using C++ compiler: ‘Apple clang version 17.0.0 (clang-1700.6.4.2)’ using SDK: ‘MacOSX26.2.sdk’ clang++ -arch arm64 -std=gnu++20 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.6/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++20 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.6/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++20 -dynamiclib -Wl,-headerpad_max_install_names -undefined dynamic_lookup -L/Library/Frameworks/R.framework/Resources/lib -L/opt/R/arm64/lib -o graper.so RcppExports.o fit_graper.o -L/Library/Frameworks/R.framework/Resources/lib -lRlapack -L/Library/Frameworks/R.framework/Resources/lib -lRblas -L/opt/gfortran/lib/gcc/aarch64-apple-darwin20.0/14.2.0 -L/opt/gfortran/lib -lemutls_w -lheapt_w -lgfortran -lquadmath -F/Library/Frameworks/R.framework/.. -framework R installing to /Library/Frameworks/R.framework/Versions/4.6/Resources/library/00LOCK-graper/00new/graper/libs ** R ** byte-compile and prepare package for lazy loading ** help *** installing help indices ** building package indices ** installing vignettes ** testing if installed package can be loaded from temporary location ** checking absolute paths in shared objects and dynamic libraries ** testing if installed package can be loaded from final location ** testing if installed package keeps a record of temporary installation path * DONE (graper)
graper.Rcheck/tests/testthat.Rout
R Under development (unstable) (2026-03-26 r89717) -- "Unsuffered Consequences"
Copyright (C) 2026 The R Foundation for Statistical Computing
Platform: aarch64-apple-darwin23
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=-913.692
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-568.284
ELB improved by 345.408
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-505.673
ELB improved by 62.6109
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-470.512
ELB improved by 35.1613
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.245
ELB improved by 15.2667
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.498
ELB improved by 7.74688
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.024
ELB improved by 5.47419
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.104
ELB improved by 4.91976
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.912
ELB improved by 5.19198
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.953
ELB improved by 5.95943
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.052
ELB improved by 6.90052
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.645
ELB improved by 7.40748
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.771
ELB improved by 6.87401
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.281
ELB improved by 5.48961
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.423
ELB improved by 3.85866
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.927
ELB improved by 2.49532
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.321
ELB improved by 1.60593
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.233
ELB improved by 1.08863
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.435
ELB improved by 0.797715
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.802
ELB improved by 0.632928
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.264
ELB improved by 0.538056
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.782
ELB improved by 0.482624
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.332
ELB improved by 0.449624
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.903
ELB improved by 0.429069
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.488
ELB improved by 0.414726
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.086
ELB improved by 0.402533
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.696
ELB improved by 0.389893
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.32
ELB improved by 0.375337
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.962
ELB improved by 0.358289
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.623
ELB improved by 0.338827
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.306
ELB improved by 0.317432
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.011
ELB improved by 0.294774
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.739
ELB improved by 0.271548
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.491
ELB improved by 0.248393
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.265
ELB improved by 0.225845
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.061
ELB improved by 0.204337
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.877
ELB improved by 0.1842
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.711
ELB improved by 0.165676
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.562
ELB improved by 0.148924
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.428
ELB improved by 0.134033
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.307
ELB improved by 0.121029
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.197
ELB improved by 0.10989
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.097
ELB improved by 0.100551
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.004
ELB improved by 0.0929218
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.917
ELB improved by 0.0868911
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.834
ELB improved by 0.0823299
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.755
ELB improved by 0.0790894
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.678
ELB improved by 0.0769931
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.603
ELB improved by 0.0758253
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.527
ELB improved by 0.0753229
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.452
ELB improved by 0.0751757
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.377
ELB improved by 0.0750447
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.302
ELB improved by 0.0745979
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.229
ELB improved by 0.0735578
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.157
ELB improved by 0.0717414
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.088
ELB improved by 0.0690802
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.022
ELB improved by 0.0656144
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.961
ELB improved by 0.0614712
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.904
ELB improved by 0.0568375
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.852
ELB improved by 0.0519315
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.805
ELB improved by 0.0469741
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.763
ELB improved by 0.0421614
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.725
ELB improved by 0.0376441
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.692
ELB improved by 0.0335182
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.662
ELB improved by 0.0298267
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.635
ELB improved by 0.0265706
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.612
ELB improved by 0.0237225
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.591
ELB improved by 0.02124
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.571
ELB improved by 0.019076
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.554
ELB improved by 0.017185
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.539
ELB improved by 0.0155266
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.525
ELB improved by 0.0140669
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.512
ELB improved by 0.0127781
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.5
ELB improved by 0.0116374
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.49
ELB improved by 0.0106264
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.48
ELB improved by 0.0097296
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-885.72
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-588.65
ELB improved by 297.07
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-527.851
ELB improved by 60.7983
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-483.029
ELB improved by 44.8228
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-462.049
ELB improved by 20.9794
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.656
ELB improved by 7.39299
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.808
ELB improved by 3.84846
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.069
ELB improved by 2.73885
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.69
ELB improved by 2.37936
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.392
ELB improved by 2.29722
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.072
ELB improved by 2.32042
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.685
ELB improved by 2.38679
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.235
ELB improved by 2.45049
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.784
ELB improved by 2.4505
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.468
ELB improved by 2.31623
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.454
ELB improved by 2.01411
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.858
ELB improved by 1.59549
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.683
ELB improved by 1.17518
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.836
ELB improved by 0.847045
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.202
ELB improved by 0.634463
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.689
ELB improved by 0.512814
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.24
ELB improved by 0.448872
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.822
ELB improved by 0.418321
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.415
ELB improved by 0.406414
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.011
ELB improved by 0.404295
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.605
ELB improved by 0.406329
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.195
ELB improved by 0.40925
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.783
ELB improved by 0.412013
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.368
ELB improved by 0.415049
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.949
ELB improved by 0.419074
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.525
ELB improved by 0.424305
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.095
ELB improved by 0.430253
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.659
ELB improved by 0.435776
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.22
ELB improved by 0.439257
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.781
ELB improved by 0.43888
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.348
ELB improved by 0.433034
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.927
ELB improved by 0.42078
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.525
ELB improved by 0.402227
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.146
ELB improved by 0.378686
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.793
ELB improved by 0.352569
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.466
ELB improved by 0.327217
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.159
ELB improved by 0.306968
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.862
ELB improved by 0.29771
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.554
ELB improved by 0.307179
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.214
ELB improved by 0.340636
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.83
ELB improved by 0.383974
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.431
ELB improved by 0.398916
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.052
ELB improved by 0.378777
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.695
ELB improved by 0.357476
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.35
ELB improved by 0.344605
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.03
ELB improved by 0.320446
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.748
ELB improved by 0.281357
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.493
ELB improved by 0.254668
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.236
ELB improved by 0.257785
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.954
ELB improved by 0.281975
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.65
ELB improved by 0.303483
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.351
ELB improved by 0.299331
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.082
ELB improved by 0.268848
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.846
ELB improved by 0.235847
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.634
ELB improved by 0.211949
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.451
ELB improved by 0.183393
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.305
ELB improved by 0.146098
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.192
ELB improved by 0.113179
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.101
ELB improved by 0.0910495
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.023
ELB improved by 0.0774409
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.954
ELB improved by 0.0694707
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.888
ELB improved by 0.065491
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.824
ELB improved by 0.064111
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.761
ELB improved by 0.0634386
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.699
ELB improved by 0.0612017
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.643
ELB improved by 0.0559592
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.595
ELB improved by 0.0483684
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.554
ELB improved by 0.0406411
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.52
ELB improved by 0.0346918
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.488
ELB improved by 0.0312477
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.458
ELB improved by 0.030282
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.427
ELB improved by 0.0316533
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.391
ELB improved by 0.0353449
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.35
ELB improved by 0.0412602
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.301
ELB improved by 0.0486067
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.246
ELB improved by 0.0551596
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.189
ELB improved by 0.0575059
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.135
ELB improved by 0.0532632
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.092
ELB improved by 0.0433959
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.061
ELB improved by 0.0315121
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.039
ELB improved by 0.0210889
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.026
ELB improved by 0.0136909
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.017
ELB improved by 0.00912405
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-861.404
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-559.041
ELB improved by 302.363
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-499.333
ELB improved by 59.7081
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-467.038
ELB improved by 32.2949
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.708
ELB improved by 11.3307
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.962
ELB improved by 4.74564
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.852
ELB improved by 3.10991
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.133
ELB improved by 2.71933
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.411
ELB improved by 2.72164
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.502
ELB improved by 2.90896
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.313
ELB improved by 3.18885
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.846
ELB improved by 3.46758
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.245
ELB improved by 3.601
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.812
ELB improved by 3.43275
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.836
ELB improved by 2.97652
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.332
ELB improved by 2.50354
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.063
ELB improved by 2.26955
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.896
ELB improved by 2.1666
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.96
ELB improved by 1.93614
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.318
ELB improved by 1.6413
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.957
ELB improved by 1.36106
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.809
ELB improved by 1.14866
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.771
ELB improved by 1.03755
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.838
ELB improved by 0.933581
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.075
ELB improved by 0.762634
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.498
ELB improved by 0.576511
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.068
ELB improved by 0.430424
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.737
ELB improved by 0.331084
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.471
ELB improved by 0.265525
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.251
ELB improved by 0.220738
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.063
ELB improved by 0.188185
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.9
ELB improved by 0.163031
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.757
ELB improved by 0.142701
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.631
ELB improved by 0.125865
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.519
ELB improved by 0.111822
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.419
ELB improved by 0.100151
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.328
ELB improved by 0.0905139
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.246
ELB improved by 0.0825918
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.17
ELB improved by 0.0760804
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.099
ELB improved by 0.0707076
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.033
ELB improved by 0.0662446
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.97
ELB improved by 0.0625073
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.911
ELB improved by 0.0593503
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.854
ELB improved by 0.0566594
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.8
ELB improved by 0.0543442
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.748
ELB improved by 0.052332
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.697
ELB improved by 0.0505637
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.648
ELB improved by 0.0489904
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.601
ELB improved by 0.0475717
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.554
ELB improved by 0.0462736
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.509
ELB improved by 0.0450681
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.465
ELB improved by 0.0439315
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.422
ELB improved by 0.0428449
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.381
ELB improved by 0.0417925
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.34
ELB improved by 0.0407624
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.3
ELB improved by 0.0397452
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.261
ELB improved by 0.0387341
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.224
ELB improved by 0.0377247
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.187
ELB improved by 0.0367143
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.151
ELB improved by 0.0357019
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.117
ELB improved by 0.0346874
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.083
ELB improved by 0.033672
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.05
ELB improved by 0.0326573
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.019
ELB improved by 0.0316455
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.988
ELB improved by 0.0306389
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.958
ELB improved by 0.0296399
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.93
ELB improved by 0.028651
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.902
ELB improved by 0.0276746
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.875
ELB improved by 0.0267128
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.849
ELB improved by 0.0257677
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.825
ELB improved by 0.0248409
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.801
ELB improved by 0.0239341
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.778
ELB improved by 0.0230487
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.755
ELB improved by 0.0221856
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.734
ELB improved by 0.0213458
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.714
ELB improved by 0.02053
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.694
ELB improved by 0.0197388
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.675
ELB improved by 0.0189725
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.657
ELB improved by 0.0182313
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.639
ELB improved by 0.0175151
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.622
ELB improved by 0.0168239
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.606
ELB improved by 0.0161575
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.591
ELB improved by 0.0155155
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.576
ELB improved by 0.0148975
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.561
ELB improved by 0.014303
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.548
ELB improved by 0.0137313
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.535
ELB improved by 0.0131818
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.522
ELB improved by 0.0126538
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.51
ELB improved by 0.0121466
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.498
ELB improved by 0.0116595
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.487
ELB improved by 0.0111916
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.476
ELB improved by 0.0107424
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.466
ELB improved by 0.010311
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.456
ELB improved by 0.00989675
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-817.605
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-557.906
ELB improved by 259.699
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-493.021
ELB improved by 64.8851
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.277
ELB improved by 38.7441
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.468
ELB improved by 16.8089
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.151
ELB improved by 6.31746
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.197
ELB improved by 2.95385
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.306
ELB improved by 1.89111
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.836
ELB improved by 1.46988
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.529
ELB improved by 1.30721
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.258
ELB improved by 1.27052
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.948
ELB improved by 1.31055
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.535
ELB improved by 1.41288
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.959
ELB improved by 1.57615
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.162
ELB improved by 1.79697
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.11
ELB improved by 2.05168
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.831
ELB improved by 2.27852
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.449
ELB improved by 2.38257
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.165
ELB improved by 2.28332
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.182
ELB improved by 1.98301
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.598
ELB improved by 1.58454
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.384
ELB improved by 1.21381
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.446
ELB improved by 0.937897
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.687
ELB improved by 0.75938
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.035
ELB improved by 0.651511
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.449
ELB improved by 0.586026
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.906
ELB improved by 0.543129
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.395
ELB improved by 0.51155
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.908
ELB improved by 0.486133
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.443
ELB improved by 0.465837
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.99
ELB improved by 0.452619
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.539
ELB improved by 0.451092
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.071
ELB improved by 0.468373
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.559
ELB improved by 0.51109
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.985
ELB improved by 0.574103
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.352
ELB improved by 0.633535
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.675
ELB improved by 0.676898
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.954
ELB improved by 0.721162
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.172
ELB improved by 0.781685
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.313
ELB improved by 0.858934
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.37
ELB improved by 0.94307
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.353
ELB improved by 1.01676
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.284
ELB improved by 1.06895
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.173
ELB improved by 1.11106
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.028
ELB improved by 1.14544
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.947
ELB improved by 1.0804
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.105
ELB improved by 0.842755
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.526
ELB improved by 0.578225
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.142
ELB improved by 0.384074
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.889
ELB improved by 0.253372
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.72
ELB improved by 0.16878
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.605
ELB improved by 0.115452
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.523
ELB improved by 0.0819478
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.462
ELB improved by 0.0605816
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.416
ELB improved by 0.046599
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.379
ELB improved by 0.0371538
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.348
ELB improved by 0.0305503
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.322
ELB improved by 0.0257682
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.3
ELB improved by 0.0221843
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.281
ELB improved by 0.0194104
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.263
ELB improved by 0.0172005
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.248
ELB improved by 0.0153952
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.234
ELB improved by 0.0138892
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.221
ELB improved by 0.0126111
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.21
ELB improved by 0.0115113
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.199
ELB improved by 0.0105544
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.19
ELB improved by 0.00971457
ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
>
> proc.time()
user system elapsed
1.052 0.084 1.147
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 | 0.050 | |
| makeExampleData | 0.004 | 0.000 | 0.003 | |
| makeExampleDataWithUnequalGroups | 0.004 | 0.000 | 0.004 | |
| plotELBO | 0.121 | 0.005 | 0.125 | |
| plotGroupPenalties | 0.354 | 0.005 | 0.359 | |
| plotPosterior | 0.329 | 0.010 | 0.339 | |
| predict.graper | 1.019 | 0.030 | 1.050 | |
| print.graper | 0.026 | 0.004 | 0.030 | |