_base_ = '../mask_rcnn/mask-rcnn_r50_fpn_1x_coco.py' model = dict( backbone=dict( norm_cfg=dict(type='SyncBN', requires_grad=True), norm_eval=False, plugins=[ dict( cfg=dict(type='ContextBlock', ratio=1. / 16), stages=(False, True, True, True), position='after_conv3') ]))