STDC/configs/bisenetv1/bisenetv1_r50-d32_lr5e-3_4x4_512x512_160k_coco-stuff164k.py
MengzhangLI e38eae3894
[Benchmark] Add BiSeNetV1 COCO-Stuff 164k benchmark (#1019)
* bisenetv1 on cocostuff164k

* change config_names & delete redundant keys

* pretrain should before lr.

* remove redundancy in bisenetv1_r50-d32
2021-11-17 00:12:02 -08:00

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685 B
Python

_base_ = [
'../_base_/models/bisenetv1_r18-d32.py',
'../_base_/datasets/coco-stuff164k.py', '../_base_/default_runtime.py',
'../_base_/schedules/schedule_160k.py'
]
model = dict(
backbone=dict(
context_channels=(512, 1024, 2048),
spatial_channels=(256, 256, 256, 512),
out_channels=1024,
backbone_cfg=dict(type='ResNet', depth=50)),
decode_head=dict(in_channels=1024, channels=1024, num_classes=171),
auxiliary_head=[
dict(in_channels=512, channels=256, num_classes=171),
dict(in_channels=512, channels=256, num_classes=171),
])
lr_config = dict(warmup='linear', warmup_iters=1000)
optimizer = dict(lr=0.005)