FR2.P5.1

Benchmarking scalability of geospatial FM training on HPC infrastructure

Jan Ebert, Rocco Sedona, Forschungszentrum Jülich, Germany; Daniela Szwarcman, IBM Research, Brazil; Þorsteinn Elí Gíslason, Forschungszentrum Jülich, Germany; Paolo Fraccaro, IBM Research, United Kingdom; Sujit Roy, Manil Maskey, Rahul Ramachandran, NASA, United States; Bianca Zadrozny, Campbell Watson, Juan Bernabe Moreno, IBM Research, Brazil; Stefan Kesselheim, Forschungszentrum Jülich, Germany; Gabriele Cavallaro, Forschungszentrum Jülich and University of Iceland, Germany
Session:
FR2.P5: GRSS ESI TC / HDCRS WG - Parallel and Efficient Computing for Remote Sensing Oral
Track:
Community-Contributed Sessions
Location:
Plaza: Room P5
Presentation Time:
Friday, 8 August, 10:30 - 10:45
Session Co-Chairs:
Dora Blanco Heras, University of Santiago de Compostela and Álvaro Ordóñez, Universidade de Santiago de Compostela and Sudan Jha, University of Katmandu
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Session FR2.P5
FR2.P5.1: Benchmarking scalability of geospatial FM training on HPC infrastructure
Jan Ebert, Rocco Sedona, Forschungszentrum Jülich, Germany; Daniela Szwarcman, IBM Research, Brazil; Þorsteinn Elí Gíslason, Forschungszentrum Jülich, Germany; Paolo Fraccaro, IBM Research, United Kingdom; Sujit Roy, Manil Maskey, Rahul Ramachandran, NASA, United States; Bianca Zadrozny, Campbell Watson, Juan Bernabe Moreno, IBM Research, Brazil; Stefan Kesselheim, Forschungszentrum Jülich, Germany; Gabriele Cavallaro, Forschungszentrum Jülich and University of Iceland, Germany
FR2.P5.2: SCALING ANALYSIS READY DATA: LESSONS FROM PROCESSING 3M+ SCENES AND PREPARING FOR DAILY GLOBAL COVERAGE
Chris Rampersad, Paddy Brennan, EarthDaily, Canada
FR2.P5.3: PERFORMANCE EVALUATION AND ANALYSIS OF DEEP LEARNING BASED SEASON-AWARE ATMOSPHERIC CORRECTION MODEL ON NVIDIA JETSON AGX ORIN
Maitrik Shah, Jay Chaudhari, Mehul S Raval, Ahmedabad University, India; Srikrishnan Divakaran, Krea University, India
FR2.P5.4: EFFICIENT SEMANTIC SEGMENTATION OF MULTISPECTRAL LAND COVER IMAGES USING MASK2FORMER
Pablo Canosa, Álvaro Ordóñez, Dora B. Heras, Francisco Argüello, Universidade de Santiago de Compostela, Spain
FR2.P5.5: OPTIMIZING PRETRAINING FRAMEWORKS FOR REMOTE SENSING FOUNDATION MODEL ON ARMV8 CPU: A CASE STUDY WITH KUNPENG 920
Lixian Zhang, Qinrui Zheng, Jianting Liu, National Supercomputing Center in Shenzhen, China; Mengke Zhu, State Key Laboratory of Space-Ground Integrated Information Technology, China; Rui Lin, National Supercomputing Center in Shenzhen, China; Haoyuan Liang, Juepeng Zheng, Sun Yat-Sen University, China; Haohuan Fu, Tsinghua University, China
Resources
No resources available.