mmpretrain/configs/vision_transformer/vit-base-p32_pt-64xb64_in1k-224.py
Ma Zerun 29f066f7fb
[Improve] Speed up data preprocessor. (#1064)
* [Improve] Speed up data preprocessor.

* Add ClsDataSample serialization override functions.

* Add unit tests

* Modify configs to fit new mixup args.

* Fix `num_classes` of the ImageNet-21k config.

* Update docs.
2022-10-17 17:08:18 +08:00

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Python

_base_ = [
'../_base_/models/vit-base-p32.py',
'../_base_/datasets/imagenet_bs64_pil_resize_autoaug.py',
'../_base_/schedules/imagenet_bs4096_AdamW.py',
'../_base_/default_runtime.py'
]
# model setting
model = dict(
head=dict(hidden_dim=3072),
train_cfg=dict(augments=dict(type='Mixup', alpha=0.2)),
)
# schedule setting
optim_wrapper = dict(clip_grad=dict(max_norm=1.0))