Breaking the Memory Wall: A Study of I/O Patterns and GPU Memory Utilization for Hybrid CPU-GPU Offloaded Optimizers
| Title: | Breaking the Memory Wall: A Study of I/O Patterns and GPU Memory Utilization for Hybrid CPU-GPU Offloaded Optimizers |
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| Authors: | Maurya, Avinash; Ye, Jie; Rafique, M. Mustafa; Cappello, Franck; Nicolae, Bogdan |
| Source: | Proceedings of the 14th Workshop on AI and Scientific Computing at Scale using Flexible Computing Infrastructures. :9-16 |
| Availability: | http://dl.acm.org/doi/10.1145/3659995.3660038 |
| Database: | ACM Full-Text Collection |