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Keren Zhou

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KPerfIR: Towards a Open and Compiler-centric Ecosystem for GPU Kernel Performance...OSDI '252025-07-07
KPerfIR is a compiler‑centric infrastructure integrated into Triton that instruments a record op across a multi‑layer IR, adds compiler passes for automatic…
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Centimani: Enabling Fast AI Accelerator Selection for DNN Training with a Novel...USENIX ATC 20242024-07-10
Centimani builds a memory estimation model plus decoupled performance models and uses microbenchmarks and roofline-style measurements to pick batch size and…
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