Objectives
- Auto distributed LLM inference config optimization

Key Results
- [4/10] Understand the possibility/challenges in LLM inference compute graph arrangement automatically
- [0/10] Trace vLLM compute graph and data flow
- [3/10] Implement a minimal Rust inference framework
- [1/10] Define the IR for automatic optimization
- [5/10] Profile different parallelism setup with real trace and analysis their difference
- [0/10] Meta-analysis for the theory maximum improvement with heterogenous setup [offtrack]

Last Week
- [KR1] Learn about how vLLM implements the DBO. Check the feasibility to apply an execution flow automatically with a generated config.
- [misc] Write a paper commentary for SOSP.

Next Week
- Summary the optimizations in Qwen.
- Profile model's different stage (module), analyze the overlap status.