19 lines
828 B
Markdown
19 lines
828 B
Markdown
Objectives
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- Heterogenous parallelism in cluster
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- EP design for inference performance
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Key Results
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- [5/10] Profile different parallelism setup with real trace and analysis their difference
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- [0/10] Meta-analysis for the theory maximum improvement with heterogenous setup
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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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- [4/10] Analysis correlations between MoE layers (suspended)
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Last Week
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- [For KR1] Run latest vLLM with different parallelism configurations (TP, PP, DP, EP) in Qwen-30B with fixed input/output length to get their difference.
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- [Misc] Write AIR project conclusion docs for the collaboration in Ali w/ Jinbo.
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Next Week
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- Test different parallelism configurations with latest Ali trace.
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- Analysis the performance pattern in different workloads.
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