Sangjin Choi
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| title | conference | date |
|---|---|---|
| EnvPipe: Performance-preserving DNN Training Framework for Saving Energy | USENIX ATC '23 | 2023-07-10 |
EnvPipe is a PyTorch library that profiles each pipeline stage, reschedules pipeline units to expose usable pipeline bubbles, and selectively lowers GPU SM… | ||
| Memory Harvesting in Multi-GPU Systems with Hierarchical Unified Virtual Memory | USENIX ATC '22 | 2022-07-11 |
Implements a hierarchical unified virtual memory (HUVM) that spills GPU pages to neighbor GPUs over NVLink instead of host PCIe, and ships a centralized memory… | ||
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