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phd/weekly-report/24/241208.md

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+Objectives
+- Serverless KVCache cache
+- PhOS profile
+
+Key Results
+- Implement a workload aware KVCache scheduler. [3/10]
+- Provide test apps for PhOS
+
+Last Week
+- Implement a simulator for KVCache scheduler to quick test different policies.
+- Prepare and do a paper sharing in Ali.
+- Provide StableDiffusion single GPU train, Llama2-13b multi GPU train, Llama2-70b multi GPU inference script for PhOS profiling.
+
+Next Week
+- Implement a solution to reduce KVCache memory need.