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Fix-Con: Automatic Fault Localization and Repair of Deep Learning Model Conversions
Feb. 5, 2024, 3:44 p.m. | Nikolaos Louloudakis Perry Gibson Jos\'e Cano Ajitha Rajan
cs.LG updates on arXiv.org arxiv.org
We propose an automated approach for fault localization and repair, Fix-Con, during model conversion between deep learning frameworks. Fix-Con is capable of detecting and fixing faults introduced in …
bugs conversion cs.ai cs.cv cs.lg cs.se deep learning deep learning framework devices features framework frameworks localization making optimization process
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