This page lists publications from the group related to designing High Performance Deep Learning frameworks as well as co-designing MPI runtimes for efficient support of scalable DL.

Journals (1)

1 X. Lu, H. Shi, R. Biswas, H. Javed, and D. K. Panda, DLoBD: A Comprehensive Study of Deep Learning over Big Data Stacks on HPC Clusters , IEEE Transactions on Multi-Scale Computing Systems , Jun 2018.

Conferences & Workshops (11)

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M.S. Thesis (1)

1 R. Biswas, Benchmarking and Accelerating TensorFlow-based Deep Learning on Modern HPC Systems, Jul 2018