Chapter 14: Architectures for Machine Learning (Part III) -- Hardware Architectures

Book: Advanced Computer Architecture, McGrawHill, 2021
Author: Prof. Smruti R. Sarangi
www.advcomparch.com
1. Input, output, weight and row stationary architectures
2. Systolic and semi-systolic arrays
3. The Retiming lemma
4. Direct product method for 2D convolution (doubly block circulant matrices)

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Note that the book is now named Next-Gen Computer Architecture. The PDF version, slides and software are freely available under a creative commons license. Please visit my homepage (it has all the details including a link to the print version of the book): www.cse.iitd.ac.in/~srsarangi or srsarangi.github.io