forget_perms: Forget the permutations for 'gips' object optimized with...

In PrzeChoj/gips: Gaussian Model Invariant by Permutation Symmetry

Forget the permutations for gips object optimized with save_all_perms = TRUE

Description

Slim the gips object by forgetting the visited permutations from find_MAP(save_all_perms = TRUE).

Usage

forget_perms(g)

Arguments

g	An object of class gips. A result of a find_MAP(save_all_perms = TRUE).

Details

For example, perm_size = 150 and max_iter = 150000 we checked forget_perms() saves ~350 MB of RAM.

Value

Returns the same object g as given, but without the visited permutation list.

See Also

• find_MAP() - The forget_perms() is called on the output of find_MAP(save_all_perms = TRUE).

Examples

A <- matrix(rnorm(10 * 10), nrow = 10)
S <- t(A) %*% A
g <- gips(S, 13, was_mean_estimated = FALSE)
g_map <- find_MAP(g,
  max_iter = 10, optimizer = "Metropolis_Hastings",
  show_progress_bar = FALSE, save_all_perms = TRUE
)

object.size(g_map) # ~18 KB
g_map_slim <- forget_perms(g_map)
object.size(g_map_slim) # ~8 KB

PrzeChoj/gips documentation built on June 12, 2025, 12:23 a.m.