yolov3_mobilenet_v1_coco_distill_prune.yml

_BASE_: [
  '../../yolov3/yolov3_r34_270e_coco.yml',
]

pretrain_weights: https://paddledet.bj.bcebos.com/models/yolov3_r34_270e_coco.pdparams

slim: DistillPrune

distill_loss: DistillYOLOv3Loss

DistillYOLOv3Loss:
  weight: 1000

pruner: Pruner

Pruner:
  criterion: l1_norm
  pruned_params: ['conv2d_27.w_0', 'conv2d_28.w_0', 'conv2d_29.w_0',
                  'conv2d_30.w_0', 'conv2d_31.w_0', 'conv2d_32.w_0',
                  'conv2d_34.w_0', 'conv2d_35.w_0', 'conv2d_36.w_0',
                  'conv2d_37.w_0', 'conv2d_38.w_0', 'conv2d_39.w_0',
                  'conv2d_41.w_0', 'conv2d_42.w_0', 'conv2d_43.w_0',
                  'conv2d_44.w_0', 'conv2d_45.w_0', 'conv2d_46.w_0']
  pruned_ratios: [0.5,0.5,0.5,0.5,0.5,0.5,0.7,0.7,0.7,0.7,0.7,0.7,0.8,0.8,0.8,0.8,0.8,0.8]