upernet_r18_4xb4-160k_ade20k-512x512.py

_base_ = [
    '../_base_/models/upernet_r50.py', '../_base_/datasets/ade20k.py',
    '../_base_/default_runtime.py', '../_base_/schedules/schedule_160k.py'
]
model = dict(
    pretrained='open-mmlab://resnet18_v1c',
    backbone=dict(depth=18),
    decode_head=dict(in_channels=[64, 128, 256, 512], num_classes=150),
    auxiliary_head=dict(in_channels=256, num_classes=150))