Spremljaj
shuangyan yang
shuangyan yang
University of California, Merced
Preverjeni e-poštni naslov na ucmerced.edu
Naslov
Navedeno
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Leto
{Zero-offload}: Democratizing {billion-scale} model training
J Ren, S Rajbhandari, RY Aminabadi, O Ruwase, S Yang, M Zhang, D Li, ...
2021 USENIX Annual Technical Conference (USENIX ATC 21), 551-564, 2021
4202021
Betty: Enabling large-scale gnn training with batch-level graph partitioning
S Yang, M Zhang, W Dong, D Li
Proceedings of the 28th ACM International Conference on Architectural …, 2023
332023
BionoiNet: ligand-binding site classification with off-the-shelf deep neural network
W Shi, JM Lemoine, AEMA Shawky, M Singha, L Pu, S Yang, ...
Bioinformatics 36 (10), 3077-3083, 2020
142020
Exploring and evaluating real-world cxl: Use cases and system adoption
X Wang, J Liu, J Wu, S Yang, J Ren, B Shankar, D Li
arXiv preprint arXiv:2405.14209, 2024
82024
Enabling Large Dynamic Neural Network Training with Learning-based Memory Management
J Ren, D Xu, S Yang, J Zhao, Z Li, C Navasca, C Wang, H Xu, D Li
2024 IEEE International Symposium on High-Performance Computer Architecture …, 2024
72024
ZeRO-Offload: Democratizing Billion-Scale Model Training.(2021)
J Ren, S Rajbhandari, RY Aminabadi, O Ruwase, S Yang, M Zhang, D Li, ...
URL https://arxiv. org/abs/2101.06840, 2021
42021
Zero-offload: Democratizing billion-scale model training. arXiv 2021
J Ren, S Rajbhandari, RY Aminabadi, O Ruwase, S Yang, M Zhang, D Li, ...
arXiv preprint arXiv:2101.06840, 0
4
Buffalo: Enabling Large-Scale GNN Training via Memory-Efficient Bucketization
S Yang, M Zhang, D Li
Proceedings of the 2025 IEEE International Symposium on High-Performance …, 2025
22025
LM-Offload: Performance Model-Guided Generative Inference of Large Language Models with Parallelism Control
J Wu, J Ren, S Yang, K Parasyris, G Georgakoudis, I Laguna, D Li
22024
Tuning Fast Memory Size based on Modeling of Page Migration for Tiered Memory
S Chen, J Huang, S Yang, J Liu, H Li, D Nikolopoulos, J Ryu, J Baek, ...
arXiv preprint arXiv:2410.00328, 2024
2024
Machine Learning-Guided Memory Optimization for DLRM Inference on Tiered Memory
J Ren, B Ma, S Yang, B Francis, EK Ardestani, M Si, D Li
Betty: Enabling Large-Scale GNN Training with Batch-Level Graph Partitioning and Tiered Memory
S Yang, M Zhang, W Dong, D Li
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