(video) Forrest Iandola, CEO of DeepScale. Tips and Tricks for Developing Smaller Neural Nets

Dr. Forrest Iandola’s presentation at the 2018 CVPR Workshop on Efficient Deep Learning for Computer Vision

How the focus of lightweight DNN development needs to evolve to accommodate the latest AI processing hardware:

1. Old conventional wisdom: reduce FLOPs, and speedups will happen
2. New conventional wisdom: FLOPs are cheap, and memory accesses are expensive

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