Mac ARM64 build report for BioC 3.18 - CHECK results for graper on kjohnson1

Hostname	OS	Arch (*)	R version	Installed pkgs
kjohnson1	macOS 13.6.1 Ventura	arm64	4.3.3 (2024-02-29) -- "Angel Food Cake"	4388
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: graper

Version: 1.18.0

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_1.18.0.tar.gz

StartedAt: 2024-04-17 15:40:45 -0400 (Wed, 17 Apr 2024)

EndedAt: 2024-04-17 15:41:52 -0400 (Wed, 17 Apr 2024)

EllapsedTime: 67.8 seconds

RetCode: 0

Status: WARNINGS

CheckDir: graper.Rcheck

Warnings: 1

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###
### 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_1.18.0.tar.gz
###
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* using log directory ‘/Users/biocbuild/bbs-3.18-bioc-mac-arm64/meat/graper.Rcheck’
* using R version 4.3.3 (2024-02-29)
* using platform: aarch64-apple-darwin20 (64-bit)
* R was compiled by
    Apple clang version 14.0.0 (clang-1400.0.29.202)
    GNU Fortran (GCC) 12.2.0
* running under: macOS Ventura 13.6.1
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.18.0’
* 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 ... WARNING
Found the following significant warnings:
  /Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/library/BH/include/boost/math/tools/config.hpp:23:6: warning: "The minimum language standard to use Boost.Math will be C++14 starting in July 2023 (Boost 1.82 release)" [-W#warnings]
  #    warning "The minimum language standard to use Boost.Math will be C++14 starting in July 2023 (Boost 1.82 release)"
See ‘/Users/biocbuild/bbs-3.18-bioc-mac-arm64/meat/graper.Rcheck/00install.out’ for details.
* used C++ compiler: ‘Apple clang version 15.0.0 (clang-1500.0.40.1)’
* used SDK: ‘MacOSX11.3.sdk’
* checking C++ specification ... NOTE
  Specified C++11: please drop specification unless essential
* 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 R 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 ... OK
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... NOTE
Note: information on .o files is not available
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
  Running ‘testthat.R’
 OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes in ‘inst/doc’ ... OK
* checking running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE

Status: 1 WARNING, 2 NOTEs
See
  ‘/Users/biocbuild/bbs-3.18-bioc-mac-arm64/meat/graper.Rcheck/00check.log’
for details.

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### Running command:
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###   /Library/Frameworks/R.framework/Resources/bin/R CMD INSTALL graper
###
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* installing to library ‘/Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/library’
* installing *source* package ‘graper’ ...
** using staged installation
** libs
using C++ compiler: ‘Apple clang version 15.0.0 (clang-1500.0.40.1)’
using C++11
using SDK: ‘MacOSX11.3.sdk’
clang++ -arch arm64 -std=gnu++11 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/library/BH/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2  -c RcppExports.cpp -o RcppExports.o
clang++ -arch arm64 -std=gnu++11 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/library/BH/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2  -c fit_graper.cpp -o fit_graper.o
In file included from fit_graper.cpp:4:
In file included from ./graper_linear_dense_ff.h:2:
In file included from /Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/library/BH/include/boost/math/special_functions/digamma.hpp:15:
In file included from /Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/library/BH/include/boost/math/special_functions/math_fwd.hpp:29:
In file included from /Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/library/BH/include/boost/math/special_functions/detail/round_fwd.hpp:11:
/Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/library/BH/include/boost/math/tools/config.hpp:23:6: warning: "The minimum language standard to use Boost.Math will be C++14 starting in July 2023 (Boost 1.82 release)" [-W#warnings]
#    warning "The minimum language standard to use Boost.Math will be C++14 starting in July 2023 (Boost 1.82 release)"
     ^
1 warning generated.
clang++ -arch arm64 -std=gnu++11 -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-darwin20.0/12.2.0 -L/opt/gfortran/lib -lgfortran -lemutls_w -lquadmath -F/Library/Frameworks/R.framework/.. -framework R -Wl,-framework -Wl,CoreFoundation
installing to /Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/library/00LOCK-graper/00new/graper/libs
** R
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
** checking absolute paths in shared objects and dynamic libraries
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (graper)


R version 4.3.3 (2024-02-29) -- "Angel Food Cake"
Copyright (C) 2024 The R Foundation for Statistical Computing
Platform: aarch64-apple-darwin20 (64-bit)

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=-879.667
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-601.638
ELB improved by 278.029

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-533.08
ELB improved by 68.5582

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-482.337
ELB improved by 50.7424

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-457.307
ELB improved by 25.0302

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.449
ELB improved by 10.8577

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.904
ELB improved by 6.545

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.427
ELB improved by 5.47716

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.006
ELB improved by 5.42117

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.204
ELB improved by 5.80141

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.978
ELB improved by 6.22653

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.732
ELB improved by 6.24547

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.206
ELB improved by 5.52686

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.992
ELB improved by 4.21358

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.2
ELB improved by 2.79208

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.518
ELB improved by 1.68181

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.508
ELB improved by 1.01008

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.858
ELB improved by 0.649879

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.403
ELB improved by 0.454914

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.062
ELB improved by 0.341222

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.793
ELB improved by 0.268713

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.575
ELB improved by 0.218752

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.392
ELB improved by 0.182248

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.238
ELB improved by 0.154419

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.105
ELB improved by 0.132546

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.99
ELB improved by 0.114962

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.89
ELB improved by 0.100579

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.801
ELB improved by 0.0886509

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.722
ELB improved by 0.0786452

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.652
ELB improved by 0.0701697

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.589
ELB improved by 0.0629296

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.533
ELB improved by 0.0566985

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.481
ELB improved by 0.0512999

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.435
ELB improved by 0.0465944

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.392
ELB improved by 0.0424707

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.353
ELB improved by 0.0388385

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.318
ELB improved by 0.0356246

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.285
ELB improved by 0.0327686

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.255
ELB improved by 0.0302206

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.227
ELB improved by 0.0279388

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.201
ELB improved by 0.0258882

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.177
ELB improved by 0.0240392

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.155
ELB improved by 0.0223666

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.134
ELB improved by 0.0208489

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.114
ELB improved by 0.0194676

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.096
ELB improved by 0.018207

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.079
ELB improved by 0.0170531

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.063
ELB improved by 0.015994

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.048
ELB improved by 0.0150195

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.034
ELB improved by 0.0141204

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.021
ELB improved by 0.013289

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.008
ELB improved by 0.0125183

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.996
ELB improved by 0.0118024

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.985
ELB improved by 0.0111362

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.975
ELB improved by 0.010515

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.965
ELB improved by 0.00993501

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-896.217
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-599.362
ELB improved by 296.855

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-542.38
ELB improved by 56.982

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-503.578
ELB improved by 38.8025

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-482.584
ELB improved by 20.9936

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-471.655
ELB improved by 10.9288

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.563
ELB improved by 7.09192

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.563
ELB improved by 6.00071

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.981
ELB improved by 5.58204

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.916
ELB improved by 5.0648

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.589
ELB improved by 4.32627

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.051
ELB improved by 3.53822

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.161
ELB improved by 2.89022

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.756
ELB improved by 2.40552

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.826
ELB improved by 1.92981

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.376
ELB improved by 1.44922

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.309
ELB improved by 1.06774

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.519
ELB improved by 0.789756

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.931
ELB improved by 0.587653

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.491
ELB improved by 0.440779

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.155
ELB improved by 0.33518

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.895
ELB improved by 0.260468

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.687
ELB improved by 0.207662

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.518
ELB improved by 0.169578

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.376
ELB improved by 0.141242

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.257
ELB improved by 0.119488

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.155
ELB improved by 0.10235

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.066
ELB improved by 0.0885758

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.989
ELB improved by 0.0773364

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.921
ELB improved by 0.0680565

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.86
ELB improved by 0.0603206

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.806
ELB improved by 0.0538194

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.758
ELB improved by 0.048317

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.715
ELB improved by 0.0436304

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.675
ELB improved by 0.0396161

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.639
ELB improved by 0.0361598

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.606
ELB improved by 0.03317

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.575
ELB improved by 0.0305727

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.547
ELB improved by 0.0283079

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.52
ELB improved by 0.0263261

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.496
ELB improved by 0.0245866

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.473
ELB improved by 0.0230557

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.451
ELB improved by 0.0217051

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.431
ELB improved by 0.0205113

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.411
ELB improved by 0.0194541

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.393
ELB improved by 0.0185168

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.375
ELB improved by 0.0176848

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.358
ELB improved by 0.016946

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.342
ELB improved by 0.0162896

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.326
ELB improved by 0.0157066

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.311
ELB improved by 0.0151892

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.296
ELB improved by 0.0147304

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.282
ELB improved by 0.0143245

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.268
ELB improved by 0.0139663

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.254
ELB improved by 0.0136514

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.241
ELB improved by 0.0133757

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.228
ELB improved by 0.0131361

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.215
ELB improved by 0.0129295

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.202
ELB improved by 0.0127534

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.189
ELB improved by 0.0126055

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.177
ELB improved by 0.0124842

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.164
ELB improved by 0.0123876

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.152
ELB improved by 0.0123146

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.14
ELB improved by 0.0122639

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.128
ELB improved by 0.0122347

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.115
ELB improved by 0.0122264

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.103
ELB improved by 0.0122383

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.091
ELB improved by 0.0122702

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.079
ELB improved by 0.012322

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.066
ELB improved by 0.0123936

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.054
ELB improved by 0.0124853

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.041
ELB improved by 0.0125975

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.028
ELB improved by 0.0127307

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.015
ELB improved by 0.0128856

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.002
ELB improved by 0.0130632

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.989
ELB improved by 0.0132646

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.976
ELB improved by 0.0134911

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.962
ELB improved by 0.0137445

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.948
ELB improved by 0.0140266

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.933
ELB improved by 0.0143396

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.919
ELB improved by 0.014686

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.904
ELB improved by 0.015069

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.888
ELB improved by 0.0154921

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.872
ELB improved by 0.0159594

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.856
ELB improved by 0.0164758

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.839
ELB improved by 0.0170473

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.821
ELB improved by 0.0176809

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.803
ELB improved by 0.0183852

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.784
ELB improved by 0.0191707

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.763
ELB improved by 0.0200506

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.742
ELB improved by 0.0210413

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.72
ELB improved by 0.0221641

iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.697
ELB improved by 0.0234461

iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.672
ELB improved by 0.0249232

iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.645
ELB improved by 0.0266422

iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.617
ELB improved by 0.0286653

iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.586
ELB improved by 0.0310741

iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.552
ELB improved by 0.0339728

iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.514
ELB improved by 0.0374876

iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.472
ELB improved by 0.0417533

iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.425
ELB improved by 0.0468713

iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.373
ELB improved by 0.0528219

iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.313
ELB improved by 0.0593264

iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.248
ELB improved by 0.0657294

iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.176
ELB improved by 0.0710704

iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.102
ELB improved by 0.0744775

iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.026
ELB improved by 0.075672

iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.951
ELB improved by 0.0750887

iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.878
ELB improved by 0.0734855

iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.806
ELB improved by 0.0714858

iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.737
ELB improved by 0.0694148

iteration 112
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.669
ELB improved by 0.0673733

iteration 113
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.604
ELB improved by 0.0653574

iteration 114
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.541
ELB improved by 0.0633347

iteration 115
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.48
ELB improved by 0.0612763

iteration 116
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.42
ELB improved by 0.0591667

iteration 117
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.363
ELB improved by 0.0570042

iteration 118
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.309
ELB improved by 0.0547999

iteration 119
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.256
ELB improved by 0.0525751

iteration 120
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.206
ELB improved by 0.0503594

iteration 121
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.157
ELB improved by 0.0481887

iteration 122
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.111
ELB improved by 0.0461032

iteration 123
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.067
ELB improved by 0.0441466

iteration 124
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.025
ELB improved by 0.0423654

iteration 125
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.984
ELB improved by 0.0408091

iteration 126
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.944
ELB improved by 0.0395314

iteration 127
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.906
ELB improved by 0.0385916

iteration 128
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.868
ELB improved by 0.0380569

iteration 129
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.83
ELB improved by 0.0380038

iteration 130
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.791
ELB improved by 0.0385186

iteration 131
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.752
ELB improved by 0.0396933

iteration 132
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.71
ELB improved by 0.0416126

iteration 133
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.666
ELB improved by 0.0443266

iteration 134
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.618
ELB improved by 0.0478007

iteration 135
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.566
ELB improved by 0.0518429

iteration 136
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.51
ELB improved by 0.0560294

iteration 137
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.45
ELB improved by 0.0596851

iteration 138
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.388
ELB improved by 0.0620088

iteration 139
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.326
ELB improved by 0.0623813

iteration 140
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.265
ELB improved by 0.0607226

iteration 141
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.208
ELB improved by 0.0576086

iteration 142
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.154
ELB improved by 0.0539961

iteration 143
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.103
ELB improved by 0.0507736

iteration 144
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.054
ELB improved by 0.0484804

iteration 145
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.007
ELB improved by 0.0472822

iteration 146
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.96
ELB improved by 0.0470466

iteration 147
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.913
ELB improved by 0.0473967

iteration 148
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.865
ELB improved by 0.0477855

iteration 149
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.817
ELB improved by 0.0477079

iteration 150
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.77
ELB improved by 0.0470393

iteration 151
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.724
ELB improved by 0.0462634

iteration 152
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.677
ELB improved by 0.0463885

iteration 153
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.629
ELB improved by 0.0486571

iteration 154
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.575
ELB improved by 0.054202

iteration 155
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.511
ELB improved by 0.0634142

iteration 156
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.437
ELB improved by 0.0746356

iteration 157
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.353
ELB improved by 0.0831185

iteration 158
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.27
ELB improved by 0.0833613

iteration 159
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.196
ELB improved by 0.0744682

iteration 160
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.135
ELB improved by 0.0609863

iteration 161
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.087
ELB improved by 0.0479435

iteration 162
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.049
ELB improved by 0.037667

iteration 163
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.019
ELB improved by 0.0303547

iteration 164
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.993
ELB improved by 0.0254498

iteration 165
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.971
ELB improved by 0.0223743

iteration 166
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.95
ELB improved by 0.0207352

iteration 167
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.93
ELB improved by 0.0203213

iteration 168
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.909
ELB improved by 0.0210335

iteration 169
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.886
ELB improved by 0.0227735

iteration 170
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.861
ELB improved by 0.0252723

iteration 171
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.833
ELB improved by 0.0278952

iteration 172
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.803
ELB improved by 0.029619

iteration 173
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.774
ELB improved by 0.0294612

iteration 174
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.746
ELB improved by 0.0272156

iteration 175
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.723
ELB improved by 0.0236883

iteration 176
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.703
ELB improved by 0.0200484

iteration 177
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.686
ELB improved by 0.0170614

iteration 178
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.671
ELB improved by 0.0149198

iteration 179
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.657
ELB improved by 0.0134879

iteration 180
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.645
ELB improved by 0.0125455

iteration 181
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.633
ELB improved by 0.0118953

iteration 182
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.621
ELB improved by 0.0113822

iteration 183
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.611
ELB improved by 0.0108864

iteration 184
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.6
ELB improved by 0.0103182

iteration 185
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.591
ELB improved by 0.00962186

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-849.912
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-560.133
ELB improved by 289.779

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-502.226
ELB improved by 57.9077

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-467.896
ELB improved by 34.3294

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.667
ELB improved by 15.2295

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.424
ELB improved by 7.24283

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.022
ELB improved by 4.40245

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.671
ELB improved by 3.35083

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.595
ELB improved by 3.07549

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.428
ELB improved by 3.16737

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.975
ELB improved by 3.45254

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.196
ELB improved by 3.7794

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.272
ELB improved by 3.92427

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.607
ELB improved by 3.66478

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.592
ELB improved by 3.01447

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.329
ELB improved by 2.26303

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.656
ELB improved by 1.67334

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.357
ELB improved by 1.29884

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.272
ELB improved by 1.0848

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.297
ELB improved by 0.975809

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.365
ELB improved by 0.931483

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.444
ELB improved by 0.921029

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.521
ELB improved by 0.922699

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.599
ELB improved by 0.922741

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.685
ELB improved by 0.913619

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.792
ELB improved by 0.89291

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.93
ELB improved by 0.862396

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.104
ELB improved by 0.825901

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.317
ELB improved by 0.786523

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.572
ELB improved by 0.74537

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.87
ELB improved by 0.702053

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.214
ELB improved by 0.655694

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.608
ELB improved by 0.60575

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.056
ELB improved by 0.552467

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.559
ELB improved by 0.496992

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.118
ELB improved by 0.44118

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.731
ELB improved by 0.387092

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.394
ELB improved by 0.336336

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.105
ELB improved by 0.289636

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.858
ELB improved by 0.246968

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.65
ELB improved by 0.20812

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.477
ELB improved by 0.173101

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.334
ELB improved by 0.14215

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.219
ELB improved by 0.115514

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.126
ELB improved by 0.0932433

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.051
ELB improved by 0.0751136

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.99
ELB improved by 0.0606677

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.941
ELB improved by 0.049324

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.9
ELB improved by 0.0404845

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.866
ELB improved by 0.0336074

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.838
ELB improved by 0.0282397

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.814
ELB improved by 0.0240213

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.794
ELB improved by 0.0206751

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.776
ELB improved by 0.0179917

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.76
ELB improved by 0.0158144

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.746
ELB improved by 0.0140263

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.733
ELB improved by 0.0125405

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.722
ELB improved by 0.0112916

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.712
ELB improved by 0.0102308

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.702
ELB improved by 0.00932082

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-841.948
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-590.778
ELB improved by 251.17

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-527.036
ELB improved by 63.7421

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-474.777
ELB improved by 52.259

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.802
ELB improved by 26.9743

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.347
ELB improved by 9.45574

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.954
ELB improved by 4.39216

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.139
ELB improved by 2.81564

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.986
ELB improved by 2.15319

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.107
ELB improved by 1.87837

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.322
ELB improved by 1.78536

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.533
ELB improved by 1.78879

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.682
ELB improved by 1.85113

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.737
ELB improved by 1.94546

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.705
ELB improved by 2.03122

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.658
ELB improved by 2.04757

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.719
ELB improved by 1.93892

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.019
ELB improved by 1.69944

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.636
ELB improved by 1.38367

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.57
ELB improved by 1.06614

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.773
ELB improved by 0.796745

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.183
ELB improved by 0.589556

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.742
ELB improved by 0.441365

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.398
ELB improved by 0.34392

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.114
ELB improved by 0.283953

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.867
ELB improved by 0.247482

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.642
ELB improved by 0.224315

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.434
ELB improved by 0.208412

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.237
ELB improved by 0.196517

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.05
ELB improved by 0.186943

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.872
ELB improved by 0.17884

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.7
ELB improved by 0.171805

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.534
ELB improved by 0.165672

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.374
ELB improved by 0.160392

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.218
ELB improved by 0.155974

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.065
ELB improved by 0.152447

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.915
ELB improved by 0.149844

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.767
ELB improved by 0.148199

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.62
ELB improved by 0.147549

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.472
ELB improved by 0.147939

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.322
ELB improved by 0.149442

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.17
ELB improved by 0.152171

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.014
ELB improved by 0.156313

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.852
ELB improved by 0.162183

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.681
ELB improved by 0.170315

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.5
ELB improved by 0.181646

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.302
ELB improved by 0.197872

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.08
ELB improved by 0.222164

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.819
ELB improved by 0.260544

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.495
ELB improved by 0.323771

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.069
ELB improved by 0.425866

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.505
ELB improved by 0.564225

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.822
ELB improved by 0.683084

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.103
ELB improved by 0.719277

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.402
ELB improved by 0.700351

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.725
ELB improved by 0.677493

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.07
ELB improved by 0.655375

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.457
ELB improved by 0.612989

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.917
ELB improved by 0.539338

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.463
ELB improved by 0.454086

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.086
ELB improved by 0.377068

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.774
ELB improved by 0.311768

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.518
ELB improved by 0.256157

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.31
ELB improved by 0.208485

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.142
ELB improved by 0.168144

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.007
ELB improved by 0.134946

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.898
ELB improved by 0.108354

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.811
ELB improved by 0.0874155

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.74
ELB improved by 0.071046

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.682
ELB improved by 0.058256

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.633
ELB improved by 0.0482336

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.593
ELB improved by 0.0403433

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.559
ELB improved by 0.0340974

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.53
ELB improved by 0.0291239

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.505
ELB improved by 0.0251396

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.483
ELB improved by 0.0219282

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.463
ELB improved by 0.0193247

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.446
ELB improved by 0.0172027

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.431
ELB improved by 0.0154652

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.417
ELB improved by 0.014038

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.404
ELB improved by 0.012864

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.392
ELB improved by 0.0118996

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.381
ELB improved by 0.0111119

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.37
ELB improved by 0.0104763

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.36
ELB improved by 0.00997539

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  2.783   0.228   3.008

name	user	system	elapsed
coef.graper	0.091	0.014	0.105
getPIPs	0.083	0.012	0.096
graper	0.135	0.016	0.151
makeExampleData	0.013	0.001	0.014
makeExampleDataWithUnequalGroups	0.015	0.001	0.016
plotELBO	0.291	0.020	0.312
plotGroupPenalties	0.988	0.037	1.028
plotPosterior	0.527	0.018	0.548
predict.graper	3.026	0.076	3.121
print.graper	0.083	0.011	0.095

CHECK results for graper on kjohnson1

Summary

Command output

Installation output

Tests output

Example timings