Britta Velten
| Snapshot Date: 2026-03-22 13:40 -0400 (Sun, 22 Mar 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 2026-03-23 11:35 -0400 (Mon, 23 Mar 2026).
| Hostname | OS | Arch (*) | R version | Installed pkgs |
|---|---|---|---|---|
| nebbiolo1 | Linux (Ubuntu 24.04.3 LTS) | x86_64 | R Under development (unstable) (2026-03-05 r89546) -- "Unsuffered Consequences" | 4868 |
| kjohnson3 | macOS 13.7.7 Ventura | arm64 | R Under development (unstable) (2026-03-20 r89666) -- "Unsuffered Consequences" | 4548 |
| 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 931/2368 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
| graper 1.27.0 (landing page) Britta Velten
| nebbiolo1 | Linux (Ubuntu 24.04.3 LTS) / x86_64 | OK | OK | OK | | ||||||||
| kjohnson3 | macOS 13.7.7 Ventura / arm64 | OK | OK | OK | ERROR | |||||||||
| 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: 2026-03-22 20:02:01 -0400 (Sun, 22 Mar 2026) |
| EndedAt: 2026-03-22 20:02:32 -0400 (Sun, 22 Mar 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) (2026-03-20 r89666)
* 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: 2026-03-23 00:02:01 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) (2026-03-20 r89666) -- "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=-895.928
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-572.453
ELB improved by 323.475
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-512.535
ELB improved by 59.9183
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-479.636
ELB improved by 32.8983
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.085
ELB improved by 15.5517
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.314
ELB improved by 9.77087
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.899
ELB improved by 8.41456
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.161
ELB improved by 8.73846
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.151
ELB improved by 9.01007
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.022
ELB improved by 8.12904
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.816
ELB improved by 6.20551
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.542
ELB improved by 4.27385
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.672
ELB improved by 2.87013
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.716
ELB improved by 1.95626
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.329
ELB improved by 1.38651
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.291
ELB improved by 1.03787
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.469
ELB improved by 0.822601
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.783
ELB improved by 0.685898
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.187
ELB improved by 0.596021
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.652
ELB improved by 0.535058
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.159
ELB improved by 0.492806
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.696
ELB improved by 0.463351
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.252
ELB improved by 0.443296
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.822
ELB improved by 0.430876
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.396
ELB improved by 0.425527
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.968
ELB improved by 0.427739
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.529
ELB improved by 0.439149
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.066
ELB improved by 0.463086
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.56
ELB improved by 0.506123
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.978
ELB improved by 0.581734
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.264
ELB improved by 0.714246
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.351
ELB improved by 0.912818
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.278
ELB improved by 1.07259
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.199
ELB improved by 1.0794
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.186
ELB improved by 1.01271
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.254
ELB improved by 0.932091
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.409
ELB improved by 0.844869
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.642
ELB improved by 0.76771
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.902
ELB improved by 0.739811
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.095
ELB improved by 0.807383
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.2
ELB improved by 0.894309
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.327
ELB improved by 0.872963
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.338
ELB improved by 0.988852
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.242
ELB improved by 1.09631
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.543
ELB improved by 0.699101
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.212
ELB improved by 0.330529
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.05
ELB improved by 0.162553
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.955
ELB improved by 0.0951721
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.889
ELB improved by 0.0653355
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.84
ELB improved by 0.0492683
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.801
ELB improved by 0.0390591
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.769
ELB improved by 0.0318901
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.743
ELB improved by 0.0265742
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.72
ELB improved by 0.0225041
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.701
ELB improved by 0.0193169
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.684
ELB improved by 0.0167734
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.669
ELB improved by 0.0147084
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.656
ELB improved by 0.0130046
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.645
ELB improved by 0.0115787
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.634
ELB improved by 0.0103706
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-380.625
ELB improved by 0.00933681
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-868.121
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-573.994
ELB improved by 294.127
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-508.928
ELB improved by 65.0659
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-468.632
ELB improved by 40.2958
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.069
ELB improved by 16.5631
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.87
ELB improved by 7.1993
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.352
ELB improved by 4.51794
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.564
ELB improved by 3.78815
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.906
ELB improved by 3.6573
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.12
ELB improved by 3.78613
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.1
ELB improved by 4.01996
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.879
ELB improved by 4.22149
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.688
ELB improved by 4.19057
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.944
ELB improved by 3.74414
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.992
ELB improved by 2.95233
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.868
ELB improved by 2.12353
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.389
ELB improved by 1.47883
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.345
ELB improved by 1.04406
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.576
ELB improved by 0.769127
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.976
ELB improved by 0.600266
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.482
ELB improved by 0.493507
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.064
ELB improved by 0.418125
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.707
ELB improved by 0.357546
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.4
ELB improved by 0.306729
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.134
ELB improved by 0.266263
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.897
ELB improved by 0.236807
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.679
ELB improved by 0.217321
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.474
ELB improved by 0.205961
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.272
ELB improved by 0.201123
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.071
ELB improved by 0.201777
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.863
ELB improved by 0.207314
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.646
ELB improved by 0.217171
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.416
ELB improved by 0.230489
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.17
ELB improved by 0.246083
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.907
ELB improved by 0.262936
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.626
ELB improved by 0.280688
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.327
ELB improved by 0.299336
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.008
ELB improved by 0.318402
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.672
ELB improved by 0.336584
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.319
ELB improved by 0.352188
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.956
ELB improved by 0.363849
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.585
ELB improved by 0.370943
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.211
ELB improved by 0.373495
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.839
ELB improved by 0.371848
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.473
ELB improved by 0.366395
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.115
ELB improved by 0.357449
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.77
ELB improved by 0.345234
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.44
ELB improved by 0.329978
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.128
ELB improved by 0.312148
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.835
ELB improved by 0.292817
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.561
ELB improved by 0.274061
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.302
ELB improved by 0.259143
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.05
ELB improved by 0.251844
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.797
ELB improved by 0.253326
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.541
ELB improved by 0.256041
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.296
ELB improved by 0.244846
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.08
ELB improved by 0.21563
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.899
ELB improved by 0.181118
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.748
ELB improved by 0.151488
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.62
ELB improved by 0.127845
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.512
ELB improved by 0.108381
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.42
ELB improved by 0.0916602
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.343
ELB improved by 0.0769748
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.279
ELB improved by 0.0640966
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.226
ELB improved by 0.0529929
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.182
ELB improved by 0.0436227
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.146
ELB improved by 0.0358591
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.117
ELB improved by 0.0295052
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.093
ELB improved by 0.0243392
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.072
ELB improved by 0.0201498
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.056
ELB improved by 0.0167528
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.042
ELB improved by 0.0139955
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.03
ELB improved by 0.0117537
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.02
ELB improved by 0.00992747
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-871.979
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-556.563
ELB improved by 315.416
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-504.405
ELB improved by 52.1577
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-477.332
ELB improved by 27.0732
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-465.952
ELB improved by 11.3805
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.854
ELB improved by 5.09808
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.68
ELB improved by 3.17361
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.127
ELB improved by 2.55325
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.819
ELB improved by 2.30763
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-450.638
ELB improved by 2.18128
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.551
ELB improved by 2.08705
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.553
ELB improved by 1.99759
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.652
ELB improved by 1.90128
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.876
ELB improved by 1.77564
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.291
ELB improved by 1.58492
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.971
ELB improved by 1.32078
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.942
ELB improved by 1.02822
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.176
ELB improved by 0.766575
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.608
ELB improved by 0.567381
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.179
ELB improved by 0.429387
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.843
ELB improved by 0.335816
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.573
ELB improved by 0.270555
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.349
ELB improved by 0.223888
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.158
ELB improved by 0.190796
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.99
ELB improved by 0.167896
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.838
ELB improved by 0.152259
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.696
ELB improved by 0.141545
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.562
ELB improved by 0.134168
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.433
ELB improved by 0.129172
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.307
ELB improved by 0.126017
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.183
ELB improved by 0.124404
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.058
ELB improved by 0.124175
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.933
ELB improved by 0.125253
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.805
ELB improved by 0.127609
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.674
ELB improved by 0.131245
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.538
ELB improved by 0.13618
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.396
ELB improved by 0.142441
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.246
ELB improved by 0.150055
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.087
ELB improved by 0.159033
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.917
ELB improved by 0.169365
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.736
ELB improved by 0.181004
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.542
ELB improved by 0.193856
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.335
ELB improved by 0.207769
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.112
ELB improved by 0.22254
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.874
ELB improved by 0.237919
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.62
ELB improved by 0.253633
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.351
ELB improved by 0.269412
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.066
ELB improved by 0.285007
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.766
ELB improved by 0.300197
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.451
ELB improved by 0.314752
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.123
ELB improved by 0.328366
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.782
ELB improved by 0.34055
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.432
ELB improved by 0.350546
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.074
ELB improved by 0.357278
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.715
ELB improved by 0.359438
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.359
ELB improved by 0.355712
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.014
ELB improved by 0.345156
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.686
ELB improved by 0.327606
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.382
ELB improved by 0.303964
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.106
ELB improved by 0.276199
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.859
ELB improved by 0.247034
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.64
ELB improved by 0.219485
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.443
ELB improved by 0.196511
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.262
ELB improved by 0.18099
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.086
ELB improved by 0.175935
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.902
ELB improved by 0.183982
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.699
ELB improved by 0.203601
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.476
ELB improved by 0.222904
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.245
ELB improved by 0.23122
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.992
ELB improved by 0.252223
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.659
ELB improved by 0.332935
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.219
ELB improved by 0.440397
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.86
ELB improved by 0.359078
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.683
ELB improved by 0.176501
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.591
ELB improved by 0.0923156
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.53
ELB improved by 0.0606603
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.486
ELB improved by 0.0448648
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.451
ELB improved by 0.0349913
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.423
ELB improved by 0.0280843
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.4
ELB improved by 0.0229991
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.38
ELB improved by 0.0191602
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.364
ELB improved by 0.0162206
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.35
ELB improved by 0.0139468
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.338
ELB improved by 0.0121717
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.327
ELB improved by 0.0107716
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.318
ELB improved by 0.00965325
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-847.642
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-587.87
ELB improved by 259.772
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-524.935
ELB improved by 62.9353
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-476.702
ELB improved by 48.2327
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.371
ELB improved by 23.3313
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.642
ELB improved by 9.72908
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.909
ELB improved by 4.73273
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.524
ELB improved by 3.38536
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.467
ELB improved by 3.05689
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.463
ELB improved by 3.00388
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.448
ELB improved by 3.01487
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.475
ELB improved by 2.97284
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.687
ELB improved by 2.78865
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.265
ELB improved by 2.42149
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.343
ELB improved by 1.92235
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.924
ELB improved by 1.41922
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.895
ELB improved by 1.02821
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.112
ELB improved by 0.783258
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.457
ELB improved by 0.655434
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.853
ELB improved by 0.603463
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.256
ELB improved by 0.597276
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.637
ELB improved by 0.61904
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.978
ELB improved by 0.659014
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.265
ELB improved by 0.713072
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.482
ELB improved by 0.782601
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.606
ELB improved by 0.87597
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.598
ELB improved by 1.00833
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.409
ELB improved by 1.18872
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.018
ELB improved by 1.3914
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.439
ELB improved by 1.57929
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.659
ELB improved by 1.7794
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.6
ELB improved by 2.05916
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.278
ELB improved by 2.32176
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.082
ELB improved by 2.19609
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.282
ELB improved by 1.80004
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.891
ELB improved by 1.39087
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.836
ELB improved by 1.05575
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.011
ELB improved by 0.824547
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.336
ELB improved by 0.675057
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.778
ELB improved by 0.558288
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.34
ELB improved by 0.437467
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.03
ELB improved by 0.309886
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.83
ELB improved by 0.200075
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.704
ELB improved by 0.126073
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.62
ELB improved by 0.084124
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.558
ELB improved by 0.0624644
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.506
ELB improved by 0.0519806
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.458
ELB improved by 0.0475267
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.412
ELB improved by 0.0464571
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.364
ELB improved by 0.0473201
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.315
ELB improved by 0.0490748
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.264
ELB improved by 0.0507301
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.213
ELB improved by 0.0514163
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.162
ELB improved by 0.0508419
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.112
ELB improved by 0.0497296
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.063
ELB improved by 0.0498053
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.009
ELB improved by 0.0535845
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.945
ELB improved by 0.0645515
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.857
ELB improved by 0.0871617
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.734
ELB improved by 0.1229
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.574
ELB improved by 0.160301
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.393
ELB improved by 0.181226
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.205
ELB improved by 0.187693
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.021
ELB improved by 0.184092
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.864
ELB improved by 0.157062
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.753
ELB improved by 0.11139
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.68
ELB improved by 0.0726836
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.629
ELB improved by 0.0505357
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.59
ELB improved by 0.0398201
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.555
ELB improved by 0.0348596
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.522
ELB improved by 0.0326277
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.49
ELB improved by 0.0317463
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.459
ELB improved by 0.0315838
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.427
ELB improved by 0.0318338
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.395
ELB improved by 0.0323394
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.362
ELB improved by 0.0330158
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.328
ELB improved by 0.0338154
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.293
ELB improved by 0.0347097
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.257
ELB improved by 0.0356805
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.221
ELB improved by 0.0367148
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.183
ELB improved by 0.0378023
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.144
ELB improved by 0.0389342
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.104
ELB improved by 0.0401018
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.063
ELB improved by 0.0412965
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.02
ELB improved by 0.0425095
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.976
ELB improved by 0.0437314
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.931
ELB improved by 0.0449527
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.885
ELB improved by 0.0461636
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.838
ELB improved by 0.0473541
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.789
ELB improved by 0.0485145
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.74
ELB improved by 0.0496354
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.689
ELB improved by 0.050708
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.637
ELB improved by 0.051724
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.585
ELB improved by 0.0526763
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.531
ELB improved by 0.0535581
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.477
ELB improved by 0.0543637
iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.422
ELB improved by 0.0550875
iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.366
ELB improved by 0.0557243
iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.31
ELB improved by 0.0562685
iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.253
ELB improved by 0.056714
iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.196
ELB improved by 0.0570537
iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.139
ELB improved by 0.0572795
iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.081
ELB improved by 0.0573823
iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.024
ELB improved by 0.0573527
iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.967
ELB improved by 0.0571808
iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.91
ELB improved by 0.0568578
iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.853
ELB improved by 0.0563764
iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.798
ELB improved by 0.0557318
iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.743
ELB improved by 0.0549225
iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.689
ELB improved by 0.0539505
iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.636
ELB improved by 0.0528221
iteration 112
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.584
ELB improved by 0.0515474
iteration 113
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.534
ELB improved by 0.0501401
iteration 114
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.486
ELB improved by 0.0486169
iteration 115
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.439
ELB improved by 0.0469965
iteration 116
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.393
ELB improved by 0.0452989
iteration 117
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.35
ELB improved by 0.0435444
iteration 118
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.308
ELB improved by 0.0417527
iteration 119
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.268
ELB improved by 0.0399425
iteration 120
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.23
ELB improved by 0.0381307
iteration 121
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.194
ELB improved by 0.0363323
iteration 122
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.159
ELB improved by 0.0345601
iteration 123
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.126
ELB improved by 0.0328251
iteration 124
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.095
ELB improved by 0.0311361
iteration 125
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.066
ELB improved by 0.0294998
iteration 126
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.038
ELB improved by 0.0279217
iteration 127
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.011
ELB improved by 0.0264053
iteration 128
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.986
ELB improved by 0.0249531
iteration 129
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.963
ELB improved by 0.0235664
iteration 130
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.941
ELB improved by 0.0222456
iteration 131
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.92
ELB improved by 0.0209904
iteration 132
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.9
ELB improved by 0.0197997
iteration 133
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.881
ELB improved by 0.018672
iteration 134
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.864
ELB improved by 0.0176056
iteration 135
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.847
ELB improved by 0.0165983
iteration 136
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.831
ELB improved by 0.0156478
iteration 137
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.817
ELB improved by 0.0147517
iteration 138
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.803
ELB improved by 0.0139074
iteration 139
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.79
ELB improved by 0.0131124
iteration 140
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.777
ELB improved by 0.0123643
iteration 141
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.765
ELB improved by 0.0116604
iteration 142
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.754
ELB improved by 0.0109985
iteration 143
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.744
ELB improved by 0.010376
iteration 144
Updating parameters of variational distributions...
Calculating ELB..
ELB=-381.734
ELB improved by 0.00979082
ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
>
> proc.time()
user system elapsed
1.061 0.094 1.157
graper.Rcheck/graper-Ex.timings
| name | user | system | elapsed | |
| coef.graper | 0.029 | 0.005 | 0.034 | |
| getPIPs | 0.026 | 0.004 | 0.031 | |
| graper | 0.044 | 0.006 | 0.049 | |
| makeExampleData | 0.004 | 0.000 | 0.003 | |
| makeExampleDataWithUnequalGroups | 0.004 | 0.000 | 0.004 | |
| plotELBO | 0.123 | 0.006 | 0.129 | |
| plotGroupPenalties | 0.345 | 0.005 | 0.352 | |
| plotPosterior | 0.312 | 0.011 | 0.323 | |
| predict.graper | 1.032 | 0.033 | 1.067 | |
| print.graper | 0.027 | 0.005 | 0.031 | |