PoC / experiment / performance comparison of freeze group normalization with other state-of-the-art normalization method
- The implementation of
FreezeGroupNormalizationwas based on keras and it was all run on colab. - Used another model record system
wandbfor collecting and visualizing performance. - Used
papermillto control & execute notebooks like notebook as a function.
- src: implementation of
FreezeGroupNormalizationsource code. - configs: parameters file of model.
- train.ipynb: training script.
- main.ipynb: main entry for setup & execute
train.ipynb.