"Vibe"-Learning notes for research papers read in CSE 598 at the University of Michigan
0
27 commits
updated Nov 21, 2025
README
Compilers For AI Journey
My learning journey of Compilers for AI course at the University of Michigan
Official Course Repo Link
Paper Reading Schedule
| 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 Notes, TVM Notes |
| Sep 15-17 | MTP, Relay GEPA, Ansor | Papers and Discussion | MTP Notes, Relay Notes GEPA Notes, Ansor Notes |
| Sep 22-24 | Pytorch2, TorchBench TorchTitan, ECLIP | Papers and Discussion | PyTorch2 Notes, TorchBench Notes, TorchTitan Notes, ECLIP Notes |
| Sep 29 - Oct 1 | Triton, Geak OpFusion, MemSafeXLA | Papers and Discussion | Triton Notes, GEAK Notes OpFusion Notes, MemSafeXLA Notes |
| Oct 6-8 | Group Presentations Group Presentations | Pitches | |
| Oct 13-15 | Fall Study Break (Holiday) MLIR, Glow | Papers and Discussion | MLIR Notes, Glow Notes |
| Oct 20-22 | [Repo Deconstruct] [Repo Deconstruct] | Tech Talks | |
| Oct 27-29 | EffPagedAttn, EffLLMServ NvidiaAmpere, AMDsDTW | Papers and Discussion | EffPagedAttn Notes, EffLLMServ Notes NvidiaAmpere Notes, AMDsDTW |
| Nov 3-5 | Sick Day Group Presentations | Updates | |
| Nov 10-12 | Group Presentations TPUs, MTIA | Papers and Discussion | TPUs Notes, MTIA Notes |
| Nov 17-19 | MLFleet + [Special Guest?] [Repo Deconstruct] | Papers and Discussion | ML Fleet Notes |
| Nov 24-26 | Flex Day (Repo Deconstruction Due) Thanksgiving Recess (Holiday) | Presentations | |
| Dec 1-3 | Final Project Presentations Course Wrap-up & Future Directions | Presentations |
Contributors
TheJoshBrod
27 commits
Similar repos
"Vibe"-Learning notes for research papers read in CSE 598 at the University of Michigan
0
27 commits
updated Nov 21, 2025
README
Compilers For AI Journey
My learning journey of Compilers for AI course at the University of Michigan
Official Course Repo Link
Paper Reading Schedule
| 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 Notes, TVM Notes |
| Sep 15-17 | MTP, Relay GEPA, Ansor | Papers and Discussion | MTP Notes, Relay Notes GEPA Notes, Ansor Notes |
| Sep 22-24 | Pytorch2, TorchBench TorchTitan, ECLIP | Papers and Discussion | PyTorch2 Notes, TorchBench Notes, TorchTitan Notes, ECLIP Notes |
| Sep 29 - Oct 1 | Triton, Geak OpFusion, MemSafeXLA | Papers and Discussion | Triton Notes, GEAK Notes OpFusion Notes, MemSafeXLA Notes |
| Oct 6-8 | Group Presentations Group Presentations | Pitches | |
| Oct 13-15 | Fall Study Break (Holiday) MLIR, Glow | Papers and Discussion | MLIR Notes, Glow Notes |
| Oct 20-22 | [Repo Deconstruct] [Repo Deconstruct] | Tech Talks | |
| Oct 27-29 | EffPagedAttn, EffLLMServ NvidiaAmpere, AMDsDTW | Papers and Discussion | EffPagedAttn Notes, EffLLMServ Notes NvidiaAmpere Notes, AMDsDTW |
| Nov 3-5 | Sick Day Group Presentations | Updates | |
| Nov 10-12 | Group Presentations TPUs, MTIA | Papers and Discussion | TPUs Notes, MTIA Notes |
| Nov 17-19 | MLFleet + [Special Guest?] [Repo Deconstruct] | Papers and Discussion | ML Fleet Notes |
| Nov 24-26 | Flex Day (Repo Deconstruction Due) Thanksgiving Recess (Holiday) | Presentations | |
| Dec 1-3 | Final Project Presentations Course Wrap-up & Future Directions | Presentations |
Similar repos
Contributors
TheJoshBrod
27 commits