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_base_ = './deeplabv3_r50-d8_769x769_80k_cityscapes.py' model = dict( pretrained='open-mmlab://resnet18_v1c', backbone=dict(depth=18), decode_head=dict( in_channels=512, channels=128, ), auxiliary_head=dict(in_channels=256, channels=64))