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Gahow Wang
2026-05-07 15:04:41 +08:00
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Objectives
- Auto distributed LLM inference config optimization
Key Results
- [3/10] Implement a minimal Rust inference framework
- [1/10] Define the IR for automatic optimization
- [0/10] Trace vLLM compute graph and data flow
- [2/10] Understand the possibility/challenges in LLM inference compute graph arrangement automatically
- [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
- [KR2] Rethink about the project target and the definition of IR for automatic distribution optimization.
- [KR2] Learn something about category for IR abstraction.
- [KR2] Survey the TVM and MLC LLM to learning about their IR abstraction.
Next Week
- Profile the compute and communication time for kernels to show the bubble in micro-batch under different models and different input lengths.