mmpretrain/configs/deit3/deit3-medium-p16_64xb64_in1k.py
takuoko a49c3076e1
[Feature] Support DeiT3. (#1065)
* deit3

deit3

lint

* add tools and test

* deit3

* deit3

* fix preprocess

* lint

* Update config names and checkpoint paths

* Update convert tools to use mmengine, and fix docstring.

Co-authored-by: mzr1996 <mzr1996@163.com>
2022-10-10 14:54:20 +08:00

18 lines
546 B
Python

_base_ = [
'../_base_/models/deit3/deit3-medium-p16-224.py',
'../_base_/datasets/imagenet_bs64_deit3_224.py',
'../_base_/schedules/imagenet_bs4096_AdamW.py',
'../_base_/default_runtime.py'
]
# dataset setting
train_dataloader = dict(batch_size=64)
# schedule settings
optim_wrapper = dict(optimizer=dict(lr=1e-5, weight_decay=0.1))
# NOTE: `auto_scale_lr` is for automatically scaling LR
# based on the actual training batch size.
# base_batch_size = (64 GPUs) x (64 samples per GPU)
auto_scale_lr = dict(base_batch_size=4096)