Deep learning library testing via effective model generation

Z Wang, M Yan, J Chen, S Liu, D Zhang - … of the 28th ACM Joint Meeting …, 2020 - dl.acm.org
Deep learning (DL) techniques are rapidly developed and have been widely adopted in
practice. However, similar to traditional software systems, DL systems also contain bugs …

[PDF][PDF] Deep Learning Library Testing via Effective Model Generation

Z Wang, M Yan, J Chen, S Liu, D Zhang - 2020 - tjusail.github.io
Deep learning (DL) techniques are rapidly developed and have been widely adopted in
practice. However, similar to traditional software, DL systems also contain bugs, which could …

[PDF][PDF] Deep Learning Library Testing via Effective Model Generation

Z Wang, M Yan, J Chen, S Liu, D Zhang - 2020 - lingming.cs.illinois.edu
Deep learning (DL) techniques are rapidly developed and have been widely adopted in
practice. However, similar to traditional software, DL systems also contain bugs, which could …

[PDF][PDF] Deep Learning Library Testing via Effective Model Generation

Z Wang, M Yan, J Chen, S Liu, D Zhang - 2020 - lingming.cs.illinois.edu
Deep learning (DL) techniques are rapidly developed and have been widely adopted in
practice. However, similar to traditional software, DL systems also contain bugs, which could …

[PDF][PDF] Deep Learning Library Testing via Effective Model Generation

Z Wang, M Yan, J Chen, S Liu, D Zhang - 2020 - tjusail.github.io
Deep learning (DL) techniques are rapidly developed and have been widely adopted in
practice. However, similar to traditional software, DL systems also contain bugs, which could …