Discussion on Deep Compression

I was leading a discussion on the paper Han, S., Mao, H., & Dally, W. J. (2015). Deep compression: Compressing deep neural networks with pruning, trained quantization and huffman coding. arXiv preprint arXiv:1510.00149. It introduces the methods to reduce the storage requirement of neural networks such that it can be stored on smaller devices.

The slides I made for the discussion can be found here.