physics
physics
Canonical physics and accounting formulas for ML systems.
Domain modules: networking, performance, economics, memory, communication, reliability, transformer, serving, statistics
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MLSys·im — first-principles analytical modeling for ML training and inference.
The book: Vol I: Foundations · Vol II: At Scale — open access.
Companion resources: TinyTorch (build) · Hardware Kits (deploy) · MLSys·im (model) · Labs (explore) · Lecture Slides (teach) · StaffML (practice) · Newsletter
physics
Canonical physics and accounting formulas for ML systems.
Domain modules: networking, performance, economics, memory, communication, reliability, transformer, serving, statistics