An Empirical Study on Bugs Inside TensorFlow

database systems for advanced applications, pp. 604-620, 2020.

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In recent years, deep learning has become a hot research topic. Although it achieves incredible positive results in some scenarios, bugs inside deep learning software can introduce disastrous consequences, especially when the software is used in safety-critical applications. To understand the bug characteristic of deep learning software, ...More



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