kusakana 779a06257c
[Feature] Support Wide-ResNet. (#715)
* Add configs of Wide ResNet

* updated config

* add docs and metafile

* update configs

* remove extra import

* Update metafile and readme

Co-authored-by: Ezra-Yu <1105212286@qq.com>
Co-authored-by: mzr1996 <mzr1996@163.com>
2022-03-04 14:06:34 +08:00

21 lines
498 B
Python

# model settings
model = dict(
type='ImageClassifier',
backbone=dict(
type='ResNet',
depth=50,
num_stages=4,
out_indices=(3, ),
stem_channels=64,
base_channels=128,
expansion=2,
style='pytorch'),
neck=dict(type='GlobalAveragePooling'),
head=dict(
type='LinearClsHead',
num_classes=1000,
in_channels=2048,
loss=dict(type='CrossEntropyLoss', loss_weight=1.0),
topk=(1, 5),
))