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03/03/2023
Hierarchical Graph Neural Networks for Particle Track Reconstruction
We introduce a novel variant of GNN for particle tracking called Hierarc...
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10/21/2021
MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems
Scientific communities are increasingly adopting machine learning and de...
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05/03/2021
The Tracking Machine Learning challenge : Throughput phase
This paper reports on the second "Throughput" phase of the Tracking Mach...
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09/11/2020
Hierarchical Roofline Performance Analysis for Deep Learning Applications
This paper presents a practical methodology for collecting performance d...
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09/09/2020
Time-Based Roofline for Deep Learning Performance Analysis
Deep learning applications are usually very compute-intensive and requir...
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06/30/2020