Skip to main content

generate_column_mask

Function generate_column_mask 

Source
pub fn generate_column_mask(
    scores: &Tensor,
    target_sparsity: f32,
) -> Result<SparsityMask, PruningError>
Expand description

Generate a column sparsity mask.

§Arguments

  • scores - 2D importance scores tensor
  • target_sparsity - Fraction of columns to prune

§Returns

Mask where entire columns are either kept (1s) or pruned (0s).

Column sparsity is equivalent to pruning input features.