Topic 5 Theoretical Superiority And Results Guided Practice
Analyze the shift from RNNs to Transformers. Master O(1) path length, calculate parametric complexity, and optimize architectures for Pareto efficiency.
Content adapted from Attention Is All You Need by Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Łukasz Kaiser, Illia Polosukhin.Original Source