| Back to Multiple platform build/check report for BioC 3.22: simplified long |
|
This page was generated on 2025-12-11 12:03 -0500 (Thu, 11 Dec 2025).
| Hostname | OS | Arch (*) | R version | Installed pkgs |
|---|---|---|---|---|
| nebbiolo2 | Linux (Ubuntu 24.04.3 LTS) | x86_64 | 4.5.2 (2025-10-31) -- "[Not] Part in a Rumble" | 4879 |
| merida1 | macOS 12.7.6 Monterey | x86_64 | 4.5.2 (2025-10-31) -- "[Not] Part in a Rumble" | 4670 |
| kjohnson1 | macOS 13.7.5 Ventura | arm64 | 4.5.2 Patched (2025-11-04 r88984) -- "[Not] Part in a Rumble" | 4604 |
| taishan | Linux (openEuler 24.03 LTS) | aarch64 | 4.5.0 (2025-04-11) -- "How About a Twenty-Six" | 4669 |
| 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 922/2361 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
| graper 1.26.0 (landing page) Britta Velten
| nebbiolo2 | Linux (Ubuntu 24.04.3 LTS) / x86_64 | OK | OK | OK | |||||||||
| merida1 | macOS 12.7.6 Monterey / x86_64 | OK | OK | OK | OK | |||||||||
| kjohnson1 | macOS 13.7.5 Ventura / arm64 | OK | OK | OK | OK | |||||||||
| taishan | Linux (openEuler 24.03 LTS) / aarch64 | OK | OK | OK | ||||||||||
|
To the developers/maintainers of the graper package: - Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/graper.git to reflect on this report. See Troubleshooting Build Report for more information. - Use the following Renviron settings to reproduce errors and warnings. - If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information. |
| Package: graper |
| Version: 1.26.0 |
| Command: /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.22-bioc/R/site-library --timings graper_1.26.0.tar.gz |
| StartedAt: 2025-12-09 00:12:15 -0500 (Tue, 09 Dec 2025) |
| EndedAt: 2025-12-09 00:13:46 -0500 (Tue, 09 Dec 2025) |
| EllapsedTime: 91.1 seconds |
| RetCode: 0 |
| Status: OK |
| CheckDir: graper.Rcheck |
| Warnings: 0 |
##############################################################################
##############################################################################
###
### Running command:
###
### /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD check --install=check:graper.install-out.txt --library=/home/biocbuild/bbs-3.22-bioc/R/site-library --timings graper_1.26.0.tar.gz
###
##############################################################################
##############################################################################
* using log directory ‘/home/biocbuild/bbs-3.22-bioc/meat/graper.Rcheck’
* using R version 4.5.2 (2025-10-31)
* using platform: x86_64-pc-linux-gnu
* R was compiled by
gcc (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0
GNU Fortran (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0
* running under: Ubuntu 24.04.3 LTS
* using session charset: UTF-8
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.26.0’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘graper’ can be installed ... OK
* used C++ compiler: ‘g++ (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0’
* checking installed package size ... INFO
installed size is 6.1Mb
sub-directories of 1Mb or more:
libs 6.0Mb
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking code files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking loading without being on the library search path ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... NOTE
checkRd: (-1) predict.graper.Rd:19-21: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:23-24: Lost braces in \itemize; meant \describe ?
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... NOTE
Note: information on .o files is not available
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
Running ‘testthat.R’
OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking re-building of vignette outputs ... OK
* checking PDF version of manual ... OK
* DONE
Status: 2 NOTEs
See
‘/home/biocbuild/bbs-3.22-bioc/meat/graper.Rcheck/00check.log’
for details.
graper.Rcheck/00install.out
############################################################################## ############################################################################## ### ### Running command: ### ### /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD INSTALL graper ### ############################################################################## ############################################################################## * installing to library ‘/home/biocbuild/bbs-3.22-bioc/R/site-library’ * installing *source* package ‘graper’ ... ** this is package ‘graper’ version ‘1.26.0’ ** using staged installation ** libs using C++ compiler: ‘g++ (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0’ g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.22-bioc/R/include" -DNDEBUG -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/BH/include' -I/usr/local/include -fpic -g -O2 -Wall -Werror=format-security -c RcppExports.cpp -o RcppExports.o g++ -std=gnu++17 -I"/home/biocbuild/bbs-3.22-bioc/R/include" -DNDEBUG -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/RcppArmadillo/include' -I'/home/biocbuild/bbs-3.22-bioc/R/site-library/BH/include' -I/usr/local/include -fpic -g -O2 -Wall -Werror=format-security -c fit_graper.cpp -o fit_graper.o g++ -std=gnu++17 -shared -L/home/biocbuild/bbs-3.22-bioc/R/lib -L/usr/local/lib -o graper.so RcppExports.o fit_graper.o -llapack -L/home/biocbuild/bbs-3.22-bioc/R/lib -lRblas -lgfortran -lm -lquadmath -L/home/biocbuild/bbs-3.22-bioc/R/lib -lR installing to /home/biocbuild/bbs-3.22-bioc/R/site-library/00LOCK-graper/00new/graper/libs ** R ** byte-compile and prepare package for lazy loading ** help *** installing help indices ** building package indices ** installing vignettes ** testing if installed package can be loaded from temporary location ** checking absolute paths in shared objects and dynamic libraries ** testing if installed package can be loaded from final location ** testing if installed package keeps a record of temporary installation path * DONE (graper)
graper.Rcheck/tests/testthat.Rout
R version 4.5.2 (2025-10-31) -- "[Not] Part in a Rumble"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu
R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.
R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.
Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.
> library(testthat)
> library(graper)
>
> test_check("graper")
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-878.896
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-568.541
ELB improved by 310.355
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-511.406
ELB improved by 57.1358
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-477.027
ELB improved by 34.3787
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-460.398
ELB improved by 16.6285
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-452.622
ELB improved by 7.77611
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.008
ELB improved by 4.61456
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-444.233
ELB improved by 3.77473
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.673
ELB improved by 3.55943
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.235
ELB improved by 3.43846
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.996
ELB improved by 3.23882
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.108
ELB improved by 2.88801
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.714
ELB improved by 2.3939
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.872
ELB improved by 1.84268
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.53
ELB improved by 1.34115
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.582
ELB improved by 0.948617
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.91
ELB improved by 0.672052
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.418
ELB improved by 0.491721
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.04
ELB improved by 0.37845
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.733
ELB improved by 0.306239
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.476
ELB improved by 0.257802
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.252
ELB improved by 0.223286
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.055
ELB improved by 0.197347
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.878
ELB improved by 0.177037
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.717
ELB improved by 0.160651
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.57
ELB improved by 0.14713
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.434
ELB improved by 0.135777
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.308
ELB improved by 0.126105
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.19
ELB improved by 0.117754
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.08
ELB improved by 0.110453
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.976
ELB improved by 0.103989
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.878
ELB improved by 0.098193
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.785
ELB improved by 0.0929309
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.697
ELB improved by 0.0880956
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.613
ELB improved by 0.0836021
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.534
ELB improved by 0.0793843
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.458
ELB improved by 0.0753919
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.387
ELB improved by 0.0715881
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.319
ELB improved by 0.0679472
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.254
ELB improved by 0.0644529
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.193
ELB improved by 0.0610964
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.135
ELB improved by 0.0578745
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.081
ELB improved by 0.0547884
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.029
ELB improved by 0.0518418
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.98
ELB improved by 0.04904
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.933
ELB improved by 0.0463892
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.889
ELB improved by 0.0438953
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.848
ELB improved by 0.0415641
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.809
ELB improved by 0.0394007
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.771
ELB improved by 0.03741
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.736
ELB improved by 0.0355966
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.702
ELB improved by 0.0339657
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.669
ELB improved by 0.0325238
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.638
ELB improved by 0.0312793
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.608
ELB improved by 0.0302437
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.578
ELB improved by 0.0294325
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.549
ELB improved by 0.0288667
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.521
ELB improved by 0.0285734
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.492
ELB improved by 0.0285859
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.463
ELB improved by 0.0289423
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.433
ELB improved by 0.0296818
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.403
ELB improved by 0.030836
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.37
ELB improved by 0.0324167
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.336
ELB improved by 0.0344014
iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.299
ELB improved by 0.036728
iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.26
ELB improved by 0.0393113
iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.218
ELB improved by 0.0420974
iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.172
ELB improved by 0.045148
iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.124
ELB improved by 0.0487183
iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.07
ELB improved by 0.0532653
iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.011
ELB improved by 0.0593048
iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.944
ELB improved by 0.0670007
iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.869
ELB improved by 0.0754589
iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.786
ELB improved by 0.0822875
iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.702
ELB improved by 0.0847226
iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.62
ELB improved by 0.0821241
iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.543
ELB improved by 0.0766439
iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.472
ELB improved by 0.0710804
iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.405
ELB improved by 0.0671431
iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.339
ELB improved by 0.065484
iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.273
ELB improved by 0.0661714
iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.204
ELB improved by 0.0687165
iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.133
ELB improved by 0.07178
iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.059
ELB improved by 0.0732669
iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.988
ELB improved by 0.0714418
iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.922
ELB improved by 0.0662613
iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.862
ELB improved by 0.0592053
iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.811
ELB improved by 0.0518962
iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.765
ELB improved by 0.0452502
iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.726
ELB improved by 0.0395464
iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.691
ELB improved by 0.0347564
iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.66
ELB improved by 0.0307573
iteration 93
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.633
ELB improved by 0.0274184
iteration 94
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.608
ELB improved by 0.0246267
iteration 95
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.586
ELB improved by 0.0222914
iteration 96
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.566
ELB improved by 0.0203419
iteration 97
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.547
ELB improved by 0.0187249
iteration 98
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.529
ELB improved by 0.0174025
iteration 99
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.513
ELB improved by 0.0163513
iteration 100
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.497
ELB improved by 0.0155633
iteration 101
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.482
ELB improved by 0.0150497
iteration 102
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.468
ELB improved by 0.0148489
iteration 103
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.453
ELB improved by 0.0150419
iteration 104
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.437
ELB improved by 0.0157858
iteration 105
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.419
ELB improved by 0.0173796
iteration 106
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.399
ELB improved by 0.0204097
iteration 107
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.373
ELB improved by 0.0260753
iteration 108
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.336
ELB improved by 0.0369481
iteration 109
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.277
ELB improved by 0.0587225
iteration 110
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.173
ELB improved by 0.103776
iteration 111
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.978
ELB improved by 0.19538
iteration 112
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.617
ELB improved by 0.361089
iteration 113
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.035
ELB improved by 0.582085
iteration 114
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.333
ELB improved by 0.702085
iteration 115
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.685
ELB improved by 0.647853
iteration 116
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.118
ELB improved by 0.567193
iteration 117
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.606
ELB improved by 0.511986
iteration 118
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.135
ELB improved by 0.470533
iteration 119
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.696
ELB improved by 0.439176
iteration 120
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.266
ELB improved by 0.430492
iteration 121
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.795
ELB improved by 0.470412
iteration 122
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.234
ELB improved by 0.561399
iteration 123
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.632
ELB improved by 0.601786
iteration 124
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.089
ELB improved by 0.542864
iteration 125
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.591
ELB improved by 0.497973
iteration 126
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.128
ELB improved by 0.463052
iteration 127
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.768
ELB improved by 0.36048
iteration 128
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.532
ELB improved by 0.235837
iteration 129
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.383
ELB improved by 0.148442
iteration 130
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.287
ELB improved by 0.0962869
iteration 131
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.222
ELB improved by 0.0647025
iteration 132
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.178
ELB improved by 0.0443839
iteration 133
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.147
ELB improved by 0.0307308
iteration 134
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.126
ELB improved by 0.0215055
iteration 135
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.11
ELB improved by 0.0153915
iteration 136
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.099
ELB improved by 0.0114286
iteration 137
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.09
ELB improved by 0.00888551
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-922.489
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-547.51
ELB improved by 374.979
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-499.089
ELB improved by 48.4212
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-475.055
ELB improved by 24.0339
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.854
ELB improved by 10.2004
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.799
ELB improved by 6.05521
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.528
ELB improved by 5.27143
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-448.38
ELB improved by 5.14808
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.422
ELB improved by 4.95785
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.053
ELB improved by 4.3685
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.64
ELB improved by 3.41372
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.231
ELB improved by 2.40864
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.603
ELB improved by 1.62752
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.478
ELB improved by 1.12518
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.644
ELB improved by 0.834492
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.957
ELB improved by 0.687072
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.319
ELB improved by 0.637229
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.695
ELB improved by 0.624598
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.128
ELB improved by 0.56693
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.677
ELB improved by 0.450371
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.344
ELB improved by 0.333603
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.092
ELB improved by 0.251843
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.891
ELB improved by 0.200967
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.723
ELB improved by 0.168197
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.578
ELB improved by 0.145314
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.449
ELB improved by 0.128311
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.334
ELB improved by 0.115275
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.229
ELB improved by 0.105188
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.131
ELB improved by 0.0973903
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.04
ELB improved by 0.0913177
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.954
ELB improved by 0.086341
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.872
ELB improved by 0.0817001
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.795
ELB improved by 0.0766119
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.725
ELB improved by 0.0705723
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.661
ELB improved by 0.0636431
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.605
ELB improved by 0.0564019
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.555
ELB improved by 0.0495487
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.512
ELB improved by 0.0435413
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.473
ELB improved by 0.038511
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.439
ELB improved by 0.0343767
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.408
ELB improved by 0.030977
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.38
ELB improved by 0.0281492
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.354
ELB improved by 0.0257588
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.33
ELB improved by 0.0237038
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.308
ELB improved by 0.0219102
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.288
ELB improved by 0.0203251
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.269
ELB improved by 0.0189104
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.251
ELB improved by 0.0176381
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.235
ELB improved by 0.0164871
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.22
ELB improved by 0.0154414
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.205
ELB improved by 0.0144879
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.191
ELB improved by 0.0136161
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.179
ELB improved by 0.012817
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.167
ELB improved by 0.0120831
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.155
ELB improved by 0.011408
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.144
ELB improved by 0.0107859
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.134
ELB improved by 0.0102119
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.124
ELB improved by 0.00968144
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-890.586
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-568.876
ELB improved by 321.711
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-503.412
ELB improved by 65.4636
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.974
ELB improved by 38.4377
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.677
ELB improved by 15.297
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-442.692
ELB improved by 6.98491
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.768
ELB improved by 4.92465
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.388
ELB improved by 4.37934
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.982
ELB improved by 4.40658
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.286
ELB improved by 4.69609
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.226
ELB improved by 5.05941
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.96
ELB improved by 5.26584
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.003
ELB improved by 4.95775
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.091
ELB improved by 3.91186
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.505
ELB improved by 2.58614
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.924
ELB improved by 1.58106
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.921
ELB improved by 1.00223
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.215
ELB improved by 0.706243
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.655
ELB improved by 0.560031
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.167
ELB improved by 0.488272
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.712
ELB improved by 0.45465
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.27
ELB improved by 0.44235
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.826
ELB improved by 0.443785
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.37
ELB improved by 0.456372
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.888
ELB improved by 0.481372
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.364
ELB improved by 0.523926
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.774
ELB improved by 0.590339
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.101
ELB improved by 0.672852
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.366
ELB improved by 0.734732
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.609
ELB improved by 0.757137
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.842
ELB improved by 0.767338
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.06
ELB improved by 0.782266
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.26
ELB improved by 0.799545
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.449
ELB improved by 0.811218
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.642
ELB improved by 0.806426
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.868
ELB improved by 0.774724
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.156
ELB improved by 0.712167
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.531
ELB improved by 0.624762
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.005
ELB improved by 0.525933
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.575
ELB improved by 0.430077
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.228
ELB improved by 0.346946
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.948
ELB improved by 0.280058
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.719
ELB improved by 0.228721
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.528
ELB improved by 0.191205
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.361
ELB improved by 0.167268
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.201
ELB improved by 0.159964
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.024
ELB improved by 0.176617
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.803
ELB improved by 0.220885
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.546
ELB improved by 0.257475
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.323
ELB improved by 0.222351
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.178
ELB improved by 0.145069
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.089
ELB improved by 0.0891868
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.028
ELB improved by 0.0606535
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.982
ELB improved by 0.0465232
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.943
ELB improved by 0.0384431
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.911
ELB improved by 0.0327914
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.882
ELB improved by 0.0281972
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.858
ELB improved by 0.0241893
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.838
ELB improved by 0.0206325
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.82
ELB improved by 0.0175043
iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.805
ELB improved by 0.014805
iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.793
ELB improved by 0.0125247
iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.782
ELB improved by 0.0106354
iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.773
ELB improved by 0.00909405
ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-883.78
ELB improved by inf
iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-583.334
ELB improved by 300.447
iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-520.433
ELB improved by 62.9003
iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-478.496
ELB improved by 41.9376
iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-459.676
ELB improved by 18.8194
iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.744
ELB improved by 7.93216
iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-446.21
ELB improved by 5.53395
iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.747
ELB improved by 5.46297
iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.629
ELB improved by 6.11792
iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.519
ELB improved by 7.11011
iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.738
ELB improved by 7.78123
iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.632
ELB improved by 7.10584
iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.557
ELB improved by 5.07468
iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.407
ELB improved by 3.1505
iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.345
ELB improved by 2.06168
iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.866
ELB improved by 1.47968
iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.78
ELB improved by 1.08567
iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.947
ELB improved by 0.832546
iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.26
ELB improved by 0.686979
iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.656
ELB improved by 0.604727
iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.092
ELB improved by 0.563258
iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.535
ELB improved by 0.557594
iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.943
ELB improved by 0.592266
iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.272
ELB improved by 0.671008
iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.497
ELB improved by 0.774806
iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.675
ELB improved by 0.821665
iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.916
ELB improved by 0.759395
iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.251
ELB improved by 0.664468
iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.669
ELB improved by 0.581784
iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.158
ELB improved by 0.511101
iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.709
ELB improved by 0.449653
iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.313
ELB improved by 0.396096
iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.964
ELB improved by 0.348883
iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.657
ELB improved by 0.306572
iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.389
ELB improved by 0.268244
iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.155
ELB improved by 0.233482
iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.953
ELB improved by 0.202158
iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.779
ELB improved by 0.174236
iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.629
ELB improved by 0.149645
iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.501
ELB improved by 0.128235
iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.391
ELB improved by 0.109773
iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.297
ELB improved by 0.0939735
iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.217
ELB improved by 0.0805283
iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.148
ELB improved by 0.0691298
iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.088
ELB improved by 0.059489
iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.037
ELB improved by 0.0513442
iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.992
ELB improved by 0.0444645
iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.954
ELB improved by 0.0386497
iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.92
ELB improved by 0.0337286
iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.89
ELB improved by 0.0295562
iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.864
ELB improved by 0.0260105
iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.841
ELB improved by 0.0229894
iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.821
ELB improved by 0.0204078
iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.803
ELB improved by 0.0181949
iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.787
ELB improved by 0.0162918
iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.772
ELB improved by 0.0146496
iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.759
ELB improved by 0.0132276
iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.747
ELB improved by 0.011992
iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.736
ELB improved by 0.0109147
iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.726
ELB improved by 0.00997189
ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
>
> proc.time()
user system elapsed
2.313 0.180 2.483
graper.Rcheck/graper-Ex.timings
| name | user | system | elapsed | |
| coef.graper | 0.052 | 0.002 | 0.054 | |
| getPIPs | 0.046 | 0.007 | 0.053 | |
| graper | 0.084 | 0.001 | 0.086 | |
| makeExampleData | 0.008 | 0.003 | 0.011 | |
| makeExampleDataWithUnequalGroups | 0.008 | 0.005 | 0.013 | |
| plotELBO | 0.322 | 0.032 | 0.354 | |
| plotGroupPenalties | 1.102 | 0.048 | 1.149 | |
| plotPosterior | 0.689 | 0.005 | 0.693 | |
| predict.graper | 2.021 | 0.021 | 2.042 | |
| print.graper | 0.050 | 0.002 | 0.051 | |