guglshe.blogg.se - Sourcegear diffmerge download unity

Sourcegear diffmerge download unity how to#

Jackel, Mathew Monfort, Urs Muller, Jiakai Zhang, Xin Zhang, Jake Zhao, and Karol Zieba.

Mariusz Bojarski, Davide Del Testa, Daniel Dworakowski, Bernhard Firner, Beat Flepp, Prasoon Goyal, Lawrence D.

Van Nostrand Reinhold Co., New York, NY, USA. Software System Testing and Quality Assurance. An implementation of a multimodal CNN for appearance-based gaze estimation. DiffMerge: an application to visually compare and merge files on Windows, OS X and Linux. Then, we have compared the sensitivity of our tool to the changes in the quality of test data with that of DeepMutation++, an existing post-training DL mutation tool. We have assessed our mutation operators to understand their characteristics: whether they produce interesting, i.e., killable but not trivial, mutations.

We have implemented 24 of these DL mutation operators into DeepCrime, the first source-level pre-training mutation tool based on real DL faults. We followed a systematic process to extract the mutation operators from the existing fault taxonomies, with a formal phase of conflict resolution in case of disagreement. We have defined 35 DL mutation operators relying on 3 empirical studies about real faults in DL systems. However, no approach has investigated the possibility to simulate the effects of real DL faults by means of mutation operators. Existing and new testing techniques have been proposed for and adapted to DL systems, including mutation testing.

Sourcegear diffmerge download unity how to#

Deep Learning (DL) solutions are increasingly adopted, but how to test them remains a major open research problem.