usamahz / make-your-model-fast

git clone https://github.com/usamahz/make-your-model-fast.git

A Systems View of Efficient Machine Learning, from Silicon to Agents. Fourteen parts, from roofline analysis and vector units up through kernels, compilers, quantisation, compression, vision, on-device language models, robotics, profiling, serving and agents.