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_base_ = './faster-rcnn_r50_fpn_8xb8-amp-lsj-200e_coco.py' model = dict( backbone=dict( depth=18, init_cfg=dict(type='Pretrained', checkpoint='torchvision://resnet18')), neck=dict(in_channels=[64, 128, 256, 512]))