| Week | Topics | Description | Notes/Links |
|---|---|---|---|
| Aug 25-27 | Course Introduction & Overview Introduction to Compilers for AI |
Lecture | |
| Sep 1-3 | Labor Day (Holiday) Foundations of AI Compiler Systems |
Lecture | |
| Sep 8-10 | [Open] DSPy, TVM |
Papers and Discussion | DSPy, TVM |
| Sep 15-17 | MTP, Relay GEPA, Ansor |
Papers and Discussion | MTP, Relay, GEPA, Ansor |
| Sep 22-24 | Pytorch2, TorchBench TorchTitan, ECLIP |
Papers and Discussion | Pytorch2, TorchBench, TorchTitan, ECLIP |
| Sep 29 - Oct 1 | Triton, Geak OpFusion, MemSafeXLA |
Papers and Discussion | Triton, Geak, OpFusion, MemSafeXLA |
| Oct 6-8 | Group Presentations Group Presentations |
Pitches | |
| Oct 13-15 | Fall Study Break (Holiday) MLIR, Glow |
Papers and Discussion | MLIR, Glow |
| Oct 20-22 | [Repo Deconstruct] [Repo Deconstruct] |
Tech Talks | |
| Oct 27-29 | EffPagedAttn, EffLLMServ NvidiaAmpere, AMDsDTW |
Papers and Discussion | EffPagedAttn, EffLLMServ NvidiaAmpere, AMDsDTW |
| Nov 3-5 | Group Presentations Group Presentations |
Updates | |
| Nov 10-12 | TPUs, MTIA MLFleet + [Special Guest?] |
Papers and Discussion | TPUs, MTIA MLFleet |
| Nov 17-19 | [Repo Deconstruct] [Repo Deconstruct] |
Papers and Discussion | |
| Nov 24-26 | Flex Day Thanksgiving Recess (Holiday) |
Presentations | |
| Dec 1-3 | Final Project Presentations Course Wrap-up & Future Directions |
Presentations |
Folders and files
| Name | Name | Last commit date | ||
|---|---|---|---|---|