_BASE_: [ '../datasets/sniper_coco_detection.yml', '../runtime.yml', '../faster_rcnn/_base_/optimizer_1x.yml', '../faster_rcnn/_base_/faster_rcnn_r50.yml', '_base_/faster_reader.yml', ] pretrain_weights: https://paddledet.bj.bcebos.com/models/faster_rcnn_r50_vd_1x_coco.pdparams weights: output/faster_rcnn_r50_vd_1x_coco/model_final ResNet: # index 0 stands for res2 depth: 50 variant: d norm_type: bn freeze_at: 0 return_idx: [2] num_stages: 3