Search Results for author: Joseph Woo

Found 1 papers, 0 papers with code

Analysis of Failures and Risks in Deep Learning Model Converters: A Case Study in the ONNX Ecosystem

no code implementations30 Mar 2023 Purvish Jajal, Wenxin Jiang, Arav Tewari, Erik Kocinare, Joseph Woo, Anusha Sarraf, Yung-Hsiang Lu, George K. Thiruvathukal, James C. Davis

We find that the node conversion stage of a model converter accounts for ~75% of the defects and 33% of reported failure are related to semantically incorrect models.

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