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HZ
Researcher

Henry Zhu

LinkedIn

Author of "Network and Storage Benchmarks for LLM Training on the Cloud"

2
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2
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1
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Sep 2025 — Dec 2025
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How media typically covers Henry Zhu

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  • tutorial2

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  • technical2

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  • trend1
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Gemma 3 12B1GPT-OSS-120B1

Writes About

Simon BoehmEngineer
1 article

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Henry Zhu as author

Maybe Consider Putting "Cutlass" in Your CUDA/Triton Kernels
maknee.github.iotutorialneutralDec 16, 2025

Adding 'cutlass' to CUDA/Triton kernel names triggers additional compiler optimization passes in ptxas, yielding up to 20% performance improvements in some cases like CuTE sgemm2.cu.

“Author of "Maybe Consider Putting "Cutlass" in Your CUDA/Triton Kernels"”

AI Chips/HardwareAI InfrastructureGenerative AI
Network and Storage Benchmarks for LLM Training on the Cloud
maknee.github.iotutorialpositiveSep 12, 2025

InfiniBand networking provides 10x faster training than standard Ethernet, and optimal storage selection can double checkpointing speed, delivering 6-7x combined end-to-end speedup for LLM training on cloud infrastructure.

“Author of "Network and Storage Benchmarks for LLM Training on the Cloud"”

LLMsAI InfrastructureAI ResearchAI Chips/Hardware