nn_init_dirac_ function

Dirac initialization

Dirac initialization

Fills the {3, 4, 5}-dimensional input Tensor with the Dirac delta function. Preserves the identity of the inputs in Convolutional

layers, where as many input channels are preserved as possible. In case of groups>1, each group of channels preserves identity.

nn_init_dirac_(tensor, groups = 1)

Arguments

  • tensor: a {3, 4, 5}-dimensional torch.Tensor
  • groups: (optional) number of groups in the conv layer (default: 1)

Examples

if (torch_is_installed()) { ## Not run: w <- torch_empty(3, 16, 5, 5) nn_init_dirac_(w) ## End(Not run) }
  • Maintainer: Daniel Falbel
  • License: MIT + file LICENSE
  • Last published: 2025-02-14