Keren Zhou
Keren Zhou
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Low Overhead and Context Sensitive Profiling of GPU-Accelerated Applications
As we near the end of Moore’s law scaling, the next-generation computing platforms are increasingly exploring heterogeneous …
Keren Zhou
,
Jonathon Anderson
,
Xiaozhu Meng
,
John Mellor-Crummey
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Tools for Top-down Performance Analysis of GPU-Accelerated Applications
This paper describes extensions to Rice University’s HPCToolkit performance tools to support measurement and analysis of …
Keren Zhou
,
Mark W. Krentel
,
John Mellor-Crummey
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A Performance Analysis Framework for Exploiting GPU Microarchitectural Capability
GPUs are widely used in accelerating deep neural networks (DNNs) for their high bandwidth and parallelism. But tuning the performance …
Keren Zhou
,
Guangming Tan
,
Xiuxia Zhang
,
Chaowei Wang
,
Ninghui Sun
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