Are there hands on examples for using tidymodels {tune} parallel features with kubernetes (k8s).
The documentation i have found thus far are discussing solutions like {clustermq} or using {doParallel} when trying to use tune_grid
eg
library(doParallel)
cl <- makePSOCKcluster(parallel::detectCores(logical = FALSE)-1)
registerDoParallel(cl)
or
library(clustermq)
options(clustermq.scheduler = "multiprocess")
clustermq::register_dopar_cmq( n_jobs = parallel::detectCores(logical = FALSE) - 1)
I want to leverage as much as possible my RS workbench environment that has k8s, and not the HPC alternative (eg slurm).