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phd/weekly-report/25/250629.md
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phd/weekly-report/25/250629.md
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Objectives
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- Serverless KVCache cache
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- MoE pattern feature
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- EP design for inference performance
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Key Results
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- [9/10] Prepare slides for ATC'25 presentation w/ Jinbo
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- [6/10] Survey MoE works and their observations
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- [9/10] Analysis experts load balance's temporal locality
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- [0/10] Analysis correlations between MoE layers
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- [0/10] Understand how EP influence performance fully
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- [0/10] Verify how dynamic EP influence performance
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Last Week
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- Survey MoE works and summarize their key points.
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- Refine KVCache slides w/ Jinbo.
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- Nit: support Ali machine usage and give a landing doc.
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Next Week
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- Check the feasibility of EP combinatory method.
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