_base_ = [ '../_base_/models/fcn_r50-d8.py', '../_base_/datasets/pascal_context.py', '../_base_/default_runtime.py', '../_base_/schedules/schedule_40k.py' ] crop_size = (480, 480) data_preprocessor = dict(size=crop_size) model = dict( data_preprocessor=data_preprocessor, decode_head=dict(num_classes=60), auxiliary_head=dict(num_classes=60), test_cfg=dict(mode='slide', crop_size=(480, 480), stride=(320, 320))) optimizer = dict(type='SGD', lr=0.004, momentum=0.9, weight_decay=0.0001) optim_wrapper = dict(type='OptimWrapper', optimizer=optimizer)