Week 3: IR & Compiler Passes

7 lessons · Week 3 of 10

Lessons

• Day 15: Compiler 101 for ML Engineers
• Day 16: Computation Graphs as IR
• Day 17: Graph-Level Optimizations
• Day 18: The Polyhedral Model
• Day 19: Loop Tiling & Scheduling
• Day 20: Auto-Tuning & Search Spaces
• Day 21: Mini-Project — FX Transform Pass