version: 1.0
pruners:
    pruner_1:
        class: 'StructurePruner'
        pruning_axis:
            '*': 0
        criterions:
            '*': 'l1_norm'
controllers:
    sa_controller:
        class: 'SAController'
        reduce_rate: 0.9
        init_temperature: 1024
        max_iter_number: 300
strategies:
    auto_pruning_strategy:
        class: 'AutoPruneStrategy'
        pruner: 'pruner_1'
        controller: 'sa_controller'
        start_epoch: 0
        end_epoch: 2
        max_ratio: 0.7
        min_ratio: 0.5
        pruned_params: '.*_sep_weights'
        metric_name: 'acc_top5'
compressor:
    epoch: 2
    checkpoint_path: './checkpoints_auto_pruning/'
    strategies:
        - auto_pruning_strategy