BlockwiseMagnitudeSparsifier.Config

Component: BlockwiseMagnitudeSparsifier

class BlockwiseMagnitudeSparsifier.Config

Bases: L0_projection_sparsifier.Config

All Attributes (including base classes)

sparsity: float = 0.9

starting_epoch: int = 2

frequency: int = 1

layerwise_pruning: bool = True

accumulate_mask: bool = False

block_size: int = 16

columnwise_blocking: bool = False

Default JSON

{
    "sparsity": 0.9,
    "starting_epoch": 2,
    "frequency": 1,
    "layerwise_pruning": true,
    "accumulate_mask": false,
    "block_size": 16,
    "columnwise_blocking": false
}