torch (version 0.8.0)

nn_module_list: Holds submodules in a list.

Description

nn_module_list can be indexed like a regular R list, but modules it contains are properly registered, and will be visible by all nn_module methods.

Usage

nn_module_list(modules = list())

Arguments

modules

a list of modules to add

Examples

if (torch_is_installed()) {

my_module <- nn_module(
  initialize = function() {
    self$linears <- nn_module_list(lapply(1:10, function(x) nn_linear(10, 10)))
  },
  forward = function(x) {
    for (i in 1:length(self$linears)) {
      x <- self$linears[[i]](x)
    }
    x
  }
)
}