FreezeGroupNormalization

PoC / experiment / performance comparison of freeze group normalization with other state-of-the-art normalization method

• The implementation of FreezeGroupNormalization was based on keras and it was all run on colab.
• Used another model record system wandb for collecting and visualizing performance.
• Used papermill to control & execute notebooks like notebook as a function.

Folder Structure

• src: implementation of FreezeGroupNormalization source code.
• configs: parameters file of model.
• train.ipynb: training script.
• main.ipynb: main entry for setup & execute train.ipynb.

Result

• Result Page