Machine Learning Space Applications Using RC64 Rad Hard Manycore Processor

Ran Ginosar,Mattia Varile, Hicham Badri, Peleg Aviely, Francesco Tosetti, Syusuke Yasui, Nissan Alony, Appu Shaji, Tyler Kurahashi

2023 European Data Handling & Data Processing Conference (EDHPC)（2023）

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摘要

Ramon.Space RC64 rad-hard manycore processor is designed for artificial intelligence/machine learning computations based on deep learning. VGG-based neural network classification of Space imagery of three different types is demonstrated. Machine learning models and imagery are provided by Aiko Space, Mobius Labs and Space Shift. Image frames of 32×32 pixels are classified at 65 frames per second, achieving power efficiency of 12.5 frames per second per Watt.

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关键词

Machine learning,Space artificial intelligence,rad hard processor

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