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SCNN: An accelerator for compressed-sparse convolutional neural networks
- A. Parashar, Minsoo Rhu, W. Dally
- Computer ScienceACM/IEEE 44th Annual International Symposium on…
- 23 May 2017
TLDR
vDNN: Virtualized deep neural networks for scalable, memory-efficient neural network design
- Minsoo Rhu, N. Gimelshein, Jason Clemons, A. Zulfiqar, S. Keckler
- Computer Science49th Annual IEEE/ACM International Symposium on…
- 25 February 2016
The most widely used machine learning frameworks require users to carefully tune their memory usage so that the deep neural network (DNN) fits into the DRAM capacity of a GPU. This restriction…
Compressing DMA Engine: Leveraging Activation Sparsity for Training Deep Neural Networks
- Minsoo Rhu, Mike O'Connor, Niladrish Chatterjee, Jeff Pool, S. Keckler
- Computer ScienceIEEE International Symposium on High Performance…
- 3 May 2017
TLDR
TensorDIMM: A Practical Near-Memory Processing Architecture for Embeddings and Tensor Operations in Deep Learning
- Youngeun Kwon, Yunjae Lee, Minsoo Rhu
- Computer ScienceMICRO
- 8 August 2019
TLDR
PREMA: A Predictive Multi-Task Scheduling Algorithm For Preemptible Neural Processing Units
- Yujeong Choi, Minsoo Rhu
- Computer ScienceIEEE International Symposium on High Performance…
- 6 September 2019
TLDR
Priority-based cache allocation in throughput processors
- Dong Li, Minsoo Rhu, Stephen W. Redder
- Computer ScienceIEEE 21st International Symposium on High…
- 9 March 2015
TLDR
A locality-aware memory hierarchy for energy-efficient GPU architectures
- Minsoo Rhu, Michael B. Sullivan, Jingwen Leng, M. Erez
- Computer Science46th Annual IEEE/ACM International Symposium on…
- 7 December 2013
TLDR
Architecting an Energy-Efficient DRAM System for GPUs
- Niladrish Chatterjee, Mike O'Connor, W. Dally
- Computer ScienceIEEE International Symposium on High Performance…
- 1 February 2017
TLDR
The dual-path execution model for efficient GPU control flow
- Minsoo Rhu, M. Erez
- Computer ScienceIEEE 19th International Symposium on High…
- 23 February 2013
TLDR
Centaur: A Chiplet-based, Hybrid Sparse-Dense Accelerator for Personalized Recommendations
- Ranggi Hwang, Taehun Kim, Youngeun Kwon, Minsoo Rhu
- Computer ScienceACM/IEEE 47th Annual International Symposium on…
- 1 May 2020
TLDR
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