RAMP: A flat nanosecond optical network and MPI operations for distributed deep learning systems

Author:

Ottino AlessandroORCID,Benjamin Joshua,Zervas Georgios

Funder

Engineering and Physical Sciences Research Council

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Computer Networks and Communications

Reference83 articles.

1. AI and compute;Amodei,2018

2. Sip-ML: High-bandwidth optical network interconnects for machine learning training;Khani,2021

3. The case for strong scaling in deep learning: Training large 3d cnns with hybrid parallelism;Oyama;IEEE Trans. Parallel Distrib. Syst.,2021

4. The MPI message passing interface standard;Clarke,1994

5. S. Chunduri, S. Parker, P. Balaji, et al., Characterization of MPI Usage on a Production Supercomputer, in: SC18: International Conference for High Performance Computing, Networking, Storage and Analysis, 2018, pp. 386–400, http://dx.doi.org/10.1109/SC.2018.00033.

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