nncf.common.pruning.statistics#

Classes#

FilterPruningStatistics

Contains statistics of the filter pruning algorithm.
class nncf.common.pruning.statistics.FilterPruningStatistics(model_statistics, current_pruning_level, target_pruning_level, prune_flops)[source]#

Bases: nncf.api.statistics.Statistics

Contains statistics of the filter pruning algorithm.

Parameters:

  • model_statistics (PrunedModelStatistics) – Statistics of the pruned model.

  • current_pruning_level (float) – A current level of the pruning for the algorithm for the current epoch.

  • target_pruning_level (float) – A target level of the pruning for the algorithm.

  • prune_flops (bool) – Is pruning algo sets flops pruning level or not (filter pruning level).

to_str()[source]#

Returns a representation of the statistics as a human-readable string.

Return type:

str