Theia localizes structural bugs in Keras and PyTorch deep learning programs by combining dataset characteristics with static analysis of the model code, and reports 57/75 bugs on a 40-program Stack Overflow benchmark.
How to train and tune an artificial multilayer perceptron neural network using Keras? https://stackoverflow
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Leveraging Data Characteristics for Bug Localization in Deep Learning Programs
Theia localizes structural bugs in Keras and PyTorch deep learning programs by combining dataset characteristics with static analysis of the model code, and reports 57/75 bugs on a 40-program Stack Overflow benchmark.