Insight Gained from Migrating a Machine Learning Model to Intelligence Processing Units

Author:

Le Hieu1ORCID,He Zhenhua2ORCID,Le Mai3ORCID,Chakravorty Dhruva4ORCID,Perez Lisa M.2ORCID,Chilumuru Akhil4ORCID,Yao Yan3ORCID,Chen Jiefu3ORCID

Affiliation:

1. Electrical and Computer Engineering, Texas A&M University, USA

2. High Performance Research Computing, High Performance Research Computing (HPRC), Texas A&M University, USA

3. University of Houston, USA

4. High Performance Research Computing (HPRC), Texas A&M University, USA

Funder

National Science Foundation

Publisher

ACM

Reference15 articles.

1. Nathan Baker. 2024. Unlocking a new era for scientific discovery with AI: How Microsoft’s AI screened over 32 million candidates to find a better battery. Retrieved March, 2024 from https://cloudblogs.microsoft.com/quantum/2024/01/09/unlocking-a-new-era-for-scientific-discovery-with-ai-how-microsofts-ai-screened-over-32-million-candidates-to-find-a-better-battery/

2. A quantitative study of irregular programs on GPUs

3. Graphcore documents. 2024. Graphcore documents. Retrieved March, 2024 from https://docs.graphcore.ai/en/latest/

4. Accelerated Materials Design of Lithium Superionic Conductors Based on First-Principles Calculations and Machine Learning Algorithms

5. Deep Residual Learning for Image Recognition

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