* using log directory 'd:/Rcompile/CRANpkg/local/4.4/innsight.Rcheck' * using R version 4.4.3 (2025-02-28 ucrt) * using platform: x86_64-w64-mingw32 * R was compiled by gcc.exe (GCC) 13.3.0 GNU Fortran (GCC) 13.3.0 * running under: Windows Server 2022 x64 (build 20348) * using session charset: UTF-8 * checking for file 'innsight/DESCRIPTION' ... OK * checking extension type ... Package * this is package 'innsight' version '0.3.2' * package encoding: UTF-8 * checking package namespace information ... OK * checking package dependencies ... OK * checking if this is a source package ... OK * checking if there is a namespace ... OK * checking for hidden files and directories ... OK * checking for portable file names ... OK * checking whether package 'innsight' can be installed ... OK * checking installed package size ... OK * checking package directory ... OK * checking 'build' directory ... OK * checking DESCRIPTION meta-information ... OK * checking top-level files ... OK * checking for left-over files ... OK * checking index information ... OK * checking package subdirectories ... OK * checking code files for non-ASCII characters ... OK * checking R files for syntax errors ... OK * checking whether the package can be loaded ... [5s] OK * checking whether the package can be loaded with stated dependencies ... [5s] OK * checking whether the package can be unloaded cleanly ... [4s] OK * checking whether the namespace can be loaded with stated dependencies ... [4s] OK * checking whether the namespace can be unloaded cleanly ... [5s] OK * checking loading without being on the library search path ... [5s] OK * checking use of S3 registration ... 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 ... [21s] OK * checking Rd files ... [2s] 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 installed files from 'inst/doc' ... OK * checking files in 'vignettes' ... OK * checking examples ... [5s] ERROR Running examples in 'innsight-Ex.R' failed The error most likely occurred in: > ### Name: ConnectionWeights > ### Title: Connection weights method > ### Aliases: ConnectionWeights > > ### ** Examples > > ## Don't show: > if (torch::torch_is_installed()) (if (getRversion() >= "3.4") withAutoprint else force)({ # examplesIf + ## End(Don't show) + #----------------------- Example 1: Torch ---------------------------------- + library(torch) + + # Create nn_sequential model + model <- nn_sequential( + nn_linear(5, 12), + nn_relu(), + nn_linear(12, 1), + nn_sigmoid() + ) + + # Create Converter with input names + converter <- Converter$new(model, + input_dim = c(5), + input_names = list(c("Car", "Cat", "Dog", "Plane", "Horse")) + ) + + # You can also use the helper function for the initialization part + converter <- convert(model, + input_dim = c(5), + input_names = list(c("Car", "Cat", "Dog", "Plane", "Horse")) + ) + + # Apply method Connection Weights + cw <- ConnectionWeights$new(converter) + + # Again, you can use a helper function `run_cw()` for initializing + cw <- run_cw(converter) + + # Print the head of the result as a data.frame + head(get_result(cw, "data.frame"), 5) + + # Plot the result + plot(cw) + + #----------------------- Example 2: Neuralnet ------------------------------ + if (require("neuralnet")) { + library(neuralnet) + data(iris) + + # Train a Neural Network + nn <- neuralnet((Species == "setosa") ~ Petal.Length + Petal.Width, + iris, + linear.output = FALSE, + hidden = c(3, 2), act.fct = "tanh", rep = 1 + ) + + # Convert the trained model + converter <- convert(nn) + + # Apply the Connection Weights method + cw <- run_cw(converter) + + # Get the result as a torch tensor + get_result(cw, type = "torch.tensor") + + # Plot the result + plot(cw) + } + ## Don't show: + }) # examplesIf > library(torch) > model <- nn_sequential(nn_linear(5, 12), nn_relu(), nn_linear(12, 1), + nn_sigmoid()) * checking for unstated dependencies in 'tests' ... OK * checking tests ... [5s] OK Running 'testthat.R' [4s] * checking for unstated dependencies in vignettes ... OK * checking package vignettes ... OK * checking re-building of vignette outputs ... [35s] ERROR Error(s) in re-building vignettes: --- re-building 'Example_1_iris.Rmd' using rmarkdown --- re-building 'Example_2_penguin.Rmd' using rmarkdown --- re-building 'detailed_overview.Rmd' using rmarkdown --- re-building 'innsight.Rmd' using rmarkdown SUMMARY: processing the following files failed: 'Example_1_iris.Rmd' 'Example_2_penguin.Rmd' 'detailed_overview.Rmd' 'innsight.Rmd' Error: Vignette re-building failed. Execution halted * checking PDF version of manual ... [29s] OK * checking HTML version of manual ... [12s] OK * DONE Status: 2 ERRORs