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Remote Participation
Workshop: 7th Workshop on Machine Learning in High Performance Environment
Event TypeWorkshop
Tags
Online Only
Machine Learning and Artificial Intelligence
Registration Categories
W
TimeMonday, 15 November 20219am - 5:40pm CST
LocationOnline
Presentations
9:00am - 9:01am CST7th Workshop on Machine Learning in High Performance Environment
9:01am - 9:05am CSTWelcome: Workshop on Machine Learning in High Performance Computing Environments
9:05am - 10:00am CSTMorning Invited Talk
10:00am - 10:30am CST7th Workshop on Machine Learning: Morning Break (10-10:30)
10:30am - 11:00am CSTHPCFAIR: Enabling FAIR AI for HPC Applications
11:00am - 11:30am CSTHYPPO: A Surrogate-Based Multi-Level Parallelism Tool for Hyperparameter Optimization
Author/Presenter
11:30am - 12:00pm CSTMLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems
12:00pm - 12:30pm CSTHigh-Performance Deep Learning Toolbox for Genome-Scale Prediction of Protein Structure and Function
12:30pm - 2:00pm CST7th Workshop on Machine Learning: Lunch Break (12:30-2)
2:00pm - 2:55pm CSTAfternoon Invited Talk
2:55pm - 3:25pm CST7th Workshop on Machine Learning: Afternoon Break (3-3:30)
3:25pm - 3:55pm CSTSemantic-Aware Lossless Data Compression for Deep Learning Recommendation Model (DLRM)
3:55pm - 4:25pm CSTColmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance Computing
4:25pm - 4:50pm CSTProduction Deployment of Machine-Learned Rotorcraft Surrogate Models on HPC
Author/Presenter
4:50pm - 5:15pm CSTHPC Ontology: Toward a Unified Ontology for Managing Training Datasets and AI Models for High-Performance Computing
5:15pm - 5:40pm CSTIs Disaggregation Possible for HPC Cognitive Simulation?
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