faster_rcnn_r101_fpn_2x_coco.yml 497 B

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  1. _BASE_: [
  2. 'faster_rcnn_r50_fpn_1x_coco.yml',
  3. ]
  4. pretrain_weights: https://paddledet.bj.bcebos.com/models/pretrained/ResNet101_pretrained.pdparams
  5. weights: output/faster_rcnn_r101_fpn_2x_coco/model_final
  6. ResNet:
  7. # index 0 stands for res2
  8. depth: 101
  9. norm_type: bn
  10. freeze_at: 0
  11. return_idx: [0,1,2,3]
  12. num_stages: 4
  13. epoch: 24
  14. LearningRate:
  15. base_lr: 0.01
  16. schedulers:
  17. - !PiecewiseDecay
  18. gamma: 0.1
  19. milestones: [16, 22]
  20. - !LinearWarmup
  21. start_factor: 0.1
  22. steps: 1000