Compressing DMA Engine: Leveraging Activation Sparsity for Training Deep Neural Networks
Minsoo Rhu, Mike O'Connor, Niladrish Chatterjee, Jeff Pool, Youngeun Kwon, Stephen W. Keckler
2018
42
Accelerator-centric Deep Learning Systems for Enhanced Scalability, Energy-Efficiency, and Programmability
Minsoo Rhu
2018
43
GPUpd: A Fast and Scalable Multi-GPU Architecture Using Cooperative Projection and Distribution
Youngsok Kim, Jae-Eon Jo, Hanhwi Jang, Minsoo Rhu, Hanjun Kim, Jangwoo Kim
2017
44
SCNN: An Accelerator for Compressed-sparse Convolutional Neural Networks
Angshuman Parashar, Minsoo Rhu, Anurag Mukkara, Antonio Puglielli, Rangharajan Venkatesan, Brucek Khailany, Joel Emer, Stephen W. Keckler, William J. Dally
2017
45
Architecting an Energy-Efficient DRAM System For GPUs
Niladrish Chatterjee, Mike O'Connor, Donghyuk Lee, Daniel R. Johnson, Stephen W. Keckler, Minsoo Rhu, William J. Dally
2017
46
vDNN: Virtualized Deep Neural Networks for Scalable, Memory-Efficient Neural Network Design
Minsoo Rhu, Natalia Gimelshein, Jason Clemons, Arslan Zulfiqar, Stephen W. Keckler
2016
47
CLEAN-ECC: High Reliability ECC for Adaptive Granularity Memory System
Seong-Lyong Gong, Minsoo Rhu, Jungrae Kim, Jinsuk Chung, Mattan Erez
2015
48
Priority-Based Cache Allocation for Throughput Processors
Dong Li*, Minsoo Rhu, Daniel R. Johnson, Mike O'Connor, Mattan Erez, Doug Burger, Donald S. Fussell, Stephen W. Keckler
2015
49
GPUVolt: Characterizing and Mitigating Voltage Noise in GPUs