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Subtitle:
Master's Term Paper
Title:

Preliminary Evaluation of Commercial Off-The-Shelf GPUs for Machine Learning Applications in Space

Document type:
Report / Forschungsbericht
Author(s):
Ioan Octavian Rad
Abstract:
This work presents the initial assessment of the performance and power needs of two commercially available Systems-on-a-Chip (SoC) featuring both Central Processing Units (CPU) and Graphical Processing Units (GPU): the NVIDIA Jetson Nano Developer Kit and the NVIDIA Jetson AGX Orin Developer Kit. The objective of this evaluation is to offer an early estimation of the GPUs’ performance and technical viability for deploying on-board machine learning tasks in an on-board processing subsystem. This...     »
Contracting organization:
Technical University of Munich
Publisher:
Technical University of Munich
Date of publication:
11.09.2023
Year:
2023
Year / month:
2023-09
Monat:
Sep
Language:
en
Semester:
SS 23
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