Search Results for author: Jhe-Yu Liou

Found 2 papers, 1 papers with code

GEVO-ML: Optimizing Machine Learning Code with Evolutionary Computation

no code implementations16 Oct 2023 Jhe-Yu Liou, Stephanie Forrest, Carole-Jean Wu

For the training workloads, GEVO-ML finds a 4. 88% improvement in model accuracy, from 91% to 96%, without sacrificing training or testing speed.

GEVO: GPU Code Optimization using Evolutionary Computation

1 code implementation17 Apr 2020 Jhe-Yu Liou, Xiaodong Wang, Stephanie Forrest, Carole-Jean Wu

If kernel output accuracy is relaxed to tolerate up to 1% error, GEVO can find kernel variants that outperform the baseline version by an average of 51. 08%.

BIG-bench Machine Learning Handwriting Recognition +1

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