Ultra-Low Precision 4-bit Training of Deep Neural Networks
- Xiao Sun
- Naigang Wang
- et al.
- 2020
- NeurIPS 2020
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ScaleCom: Scalable Sparsified Gradient Compression for Communication-Efficient Distributed Training
- Chia-Yu Chen
- Jiamin Ni
- et al.
- 2020
- NeurIPS 2020
Improving NAND flash performance with read heat separation
- 2020
- MASCOTS 2020
Effective Elastic Scaling of Deep Learning Workloads
- Vaibhav Saxena
- Jayaram Kr Kallapalayam Radhakrishnan
- et al.
- 2020
- MASCOTS 2020
Thymesisflow: A software-defined, HW/SW co-designed interconnect stack for rack-scale memory disaggregation
- Christian Pinto
- Dimitris Syrivelis
- et al.
- 2020
- MICRO 2020
INFINICACHE: Exploiting ephemeral serverless functions to build a cost-effective memory cache
- Ao Wang
- Jingyuan Zhang
- et al.
- 2020
- FAST 2020
Weighted sampling for combined model selection and hyperparameter tuning
- Dimitrios Sarigiannis
- Thomas Parnell
- et al.
- 2020
- AAAI 2020
Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models
- Chia-yi Hsu
- Yu-Lin Tsai
- et al.
- 2024
- NeurIPS 2024
Cryogenic Analog 1T-ReRAM with Enhanced Dynamic Range and Suppressed Noise for Cold Neural Networks
- Saketh Ram Mamidala
- Davide Lombardo
- et al.
- 2024
- IEDM 2024
Fully subtractive Ru Topvia interconnects with minimum 9 nm-space airgap for RC performance and reliability enhancement as post-Cu interconnects
- Koichi Motoyama
- Jaemyung Choi
- et al.
- 2024
- IEDM 2024