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- _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]
|
