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phd/weekly-report/25/251019.md

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+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.