KUnit's mock-based unit testing identified 63 issues in 50 DL programs and supported developers in resolving 63 issues in a user study with 36 participants.
An empirical study of common challenges in developing deep learning applications,
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Mock Deep Testing: Toward Separate Development of Data and Models for Deep Learning
KUnit's mock-based unit testing identified 63 issues in 50 DL programs and supported developers in resolving 63 issues in a user study with 36 participants.