30 lines
741 B
Python
30 lines
741 B
Python
_base_ = [
|
|
'../_base_/datasets/imagenet_bs64_swin_384.py',
|
|
'../_base_/schedules/imagenet_bs4096_AdamW.py',
|
|
'../_base_/default_runtime.py'
|
|
]
|
|
|
|
# model settings
|
|
model = dict(
|
|
type='ImageClassifier',
|
|
backbone=dict(
|
|
type='VisionTransformer',
|
|
arch='deit-base',
|
|
img_size=384,
|
|
patch_size=16,
|
|
),
|
|
neck=None,
|
|
head=dict(
|
|
type='VisionTransformerClsHead',
|
|
num_classes=1000,
|
|
in_channels=768,
|
|
loss=dict(
|
|
type='LabelSmoothLoss', label_smooth_val=0.1, mode='original'),
|
|
),
|
|
# Change to the path of the pretrained model
|
|
# init_cfg=dict(type='Pretrained', checkpoint=''),
|
|
)
|
|
|
|
# data settings
|
|
data = dict(samples_per_gpu=32, workers_per_gpu=5)
|