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HetPipe: Enabling Large DNN Training on (Whimpy) Heterogeneous GPU Clusters through Integration of Pipelined Model Parallelism and Data Parallelism
Submitted by arnold on June 11, 2020 - 12:09 pm
| Title | HetPipe: Enabling Large DNN Training on (Whimpy) Heterogeneous GPU Clusters through Integration of Pipelined Model Parallelism and Data Parallelism |
| Publication Type | Conference Paper |
| Year of Publication | 2020 |
| Authors | Park JH, Yun G, Yi CM, Nguyen NT, Lee S, Choi J, Noh SH, Choi Y-ri |
| Conference Name | 2020 USENIX Annual Technical Conference (USENIX ATC 20) |
| Date Published | 07/2020 |
| Publisher | USENIX Association |
| ISBN Number | 978-1-939133-14-4 |
| URL | https://www.usenix.org/conference/atc20/presentation/park |
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