73 lines
1.9 KiB
Markdown
73 lines
1.9 KiB
Markdown
# Changelog
|
|
|
|
## MMSelfSup
|
|
|
|
### v0.5.0 (16/12/2021)
|
|
|
|
#### Highlight
|
|
* Released with code refactor.
|
|
* Add 3 new self-supervised learning algorithms.
|
|
* Support benchmarks with MMDet and MMSeg.
|
|
* Add comprehensive documents.
|
|
|
|
#### Refactor
|
|
* Merge redundant dataset files.
|
|
* Adapt to new version of MMCV and remove old version related codes.
|
|
* Inherit MMCV BaseModule.
|
|
* Optimize directory.
|
|
* Rename all config files.
|
|
|
|
#### New Features
|
|
* Add SwAV, SimSiam, DenseCL algorithms.
|
|
* Add t-SNE visualization tools.
|
|
* Support MMCV version fp16.
|
|
|
|
#### Benchmarks
|
|
* More benchmarking results, including classification, detection and segmentation.
|
|
* Support some new datasets in downstream tasks.
|
|
* Launch MMDet and MMSeg training with MIM.
|
|
|
|
#### Docs
|
|
* Refactor README, getting_started, install, model_zoo files.
|
|
* Add data_prepare file.
|
|
* Add comprehensive tutorials.
|
|
|
|
|
|
## OpenSelfSup (History)
|
|
|
|
### v0.3.0 (14/10/2020)
|
|
|
|
#### Highlight
|
|
* Support Mixed Precision Training
|
|
* Improvement of GaussianBlur doubles the training speed
|
|
* More benchmarking results
|
|
|
|
#### Bug Fixes
|
|
* Fix bugs in moco v2, now the results are reproducible.
|
|
* Fix bugs in byol.
|
|
|
|
#### New Features
|
|
* Mixed Precision Training
|
|
* Improvement of GaussianBlur doubles the training speed of MoCo V2, SimCLR, BYOL
|
|
* More benchmarking results, including Places, VOC, COCO
|
|
|
|
### v0.2.0 (26/6/2020)
|
|
|
|
#### Highlights
|
|
* Support BYOL
|
|
* Support semi-supervised benchmarks
|
|
|
|
#### Bug Fixes
|
|
* Fix hash id in publish_model.py
|
|
|
|
#### New Features
|
|
|
|
* Support BYOL.
|
|
* Separate train and test scripts in linear/semi evaluation.
|
|
* Support semi-supevised benchmarks: benchmarks/dist_train_semi.sh.
|
|
* Move benchmarks related configs into configs/benchmarks/.
|
|
* Provide benchmarking results and model download links.
|
|
* Support updating network every several iterations.
|
|
* Support LARS optimizer with nesterov.
|
|
* Support excluding specific parameters from LARS adaptation and weight decay required in SimCLR and BYOL.
|