twins_pcpvt-s_uperhead_8x4_512x512_160k_ade20k.py

_base_ = [
    '../_base_/models/twins_pcpvt-s_upernet.py',
    '../_base_/datasets/ade20k.py', '../_base_/default_runtime.py',
    '../_base_/schedules/schedule_160k.py'
]

optimizer = dict(
    _delete_=True,
    type='AdamW',
    lr=0.00006,
    betas=(0.9, 0.999),
    weight_decay=0.01,
    paramwise_cfg=dict(custom_keys={
        'pos_block': dict(decay_mult=0.),
        'norm': dict(decay_mult=0.)
    }))

lr_config = dict(
    _delete_=True,
    policy='poly',
    warmup='linear',
    warmup_iters=1500,
    warmup_ratio=1e-6,
    power=1.0,
    min_lr=0.0,
    by_epoch=False)