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- _BASE_: [
- '../datasets/coco_instance.yml',
- '../runtime.yml',
- '../mask_rcnn/_base_/optimizer_1x.yml',
- '../mask_rcnn/_base_/mask_rcnn_r50_fpn.yml',
- '../mask_rcnn/_base_/mask_fpn_reader.yml',
- ]
- weights: output/mask_rcnn_r50_fpn_gn_2x_coco/model_final
- MaskRCNN:
- backbone: ResNet
- neck: FPN
- rpn_head: RPNHead
- bbox_head: BBoxHead
- mask_head: MaskHead
- # post process
- bbox_post_process: BBoxPostProcess
- mask_post_process: MaskPostProcess
- FPN:
- out_channel: 256
- norm_type: gn
- BBoxHead:
- head: XConvNormHead
- roi_extractor:
- resolution: 7
- sampling_ratio: 0
- aligned: True
- bbox_assigner: BBoxAssigner
- XConvNormHead:
- num_convs: 4
- out_channel: 1024
- norm_type: gn
- MaskHead:
- head: MaskFeat
- roi_extractor:
- resolution: 14
- sampling_ratio: 0
- aligned: True
- mask_assigner: MaskAssigner
- share_bbox_feat: False
- MaskFeat:
- num_convs: 4
- out_channel: 256
- norm_type: gn
- epoch: 24
- LearningRate:
- base_lr: 0.01
- schedulers:
- - !PiecewiseDecay
- gamma: 0.1
- milestones: [16, 22]
- - !LinearWarmup
- start_factor: 0.1
- steps: 1000
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