MLPerf Inference Benchmark
Reddi, Vijay Janapa, Cheng, Christine, Kanter, David, Mattson, Peter, Schmuelling, Guenther, Wu, Carole-Jean, Anderson, Brian, Breughe, Maximilien, Charlebois, Mark, Chou, William, Chukka, Ramesh, Coleman, Cody, Davis, Sam, Deng, Pan, Diamos, Greg, Duke, Jared, Fick, Dave, Gardner, J. Scott, Hubara, Itay, Idgunji, Sachin, Jablin, Thomas B., Jiao, Jeff, John, Tom St, Kanwar, Pankaj, Lee, David, Liao, Jeffery, Lokhmotov, Anton, Massa, Francisco, Meng, Peng, Micikevicius, Paulius, Osborne, Colin, Pekhimenko, Gennady, Rajan, Arun Tejusve Raghunath, Sequeira, Dilip, Sirasao, Ashish, Sun, Fei, Tang, Hanlin, Thomson, Michael, Wei, Frank, Wu, Ephrem, Xu, Lingjie, Yamada, Koichi, Yu, Bing, Yuan, George, Zhong, Aaron, Zhang, Peizhao, Zhou, Yuchen
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
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Conference Proceeding
NISQ+: Boosting quantum computing power by approximating quantum error correction
Holmes, Adam, Jokar, Mohammad Reza, Pasandi, Ghasem, Ding, Yongshan, Pedram, Massoud, Chong, Frederic T.
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
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Conference Proceeding
Journal Article
RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing
Ke, Liu, Gupta, Udit, Cho, Benjamin Youngjae, Brooks, David, Chandra, Vikas, Diril, Utku, Firoozshahian, Amin, Hazelwood, Kim, Jia, Bill, Lee, Hsien-Hsin S., Li, Meng, Maher, Bert, Mudigere, Dheevatsa, Naumov, Maxim, Schatz, Martin, Smelyanskiy, Mikhail, Wang, Xiaodong, Reagen, Brandon, Wu, Carole-Jean, Hempstead, Mark, Zhang, Xuan
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
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Conference Proceeding
DeepRecSys: A System for Optimizing End-To-End At-Scale Neural Recommendation Inference
Gupta, Udit, Hsia, Samuel, Saraph, Vikram, Wang, Xiaodong, Reagen, Brandon, Wei, Gu-Yeon, Lee, Hsien-Hsin S., Brooks, David, Wu, Carole-Jean
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
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Conference Proceeding
Revisiting RowHammer: An Experimental Analysis of Modern DRAM Devices and Mitigation Techniques
Kim, Jeremie S., Patel, Minesh, Yaglikci, A. Giray, Hassan, Hasan, Azizi, Roknoddin, Orosa, Lois, Mutlu, Onur
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
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Conference Proceeding
iPIM: Programmable In-Memory Image Processing Accelerator Using Near-Bank Architecture
Gu, Peng, Xie, Xinfeng, Ding, Yufei, Chen, Guoyang, Zhang, Weifeng, Niu, Dimin, Xie, Yuan
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
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Conference Proceeding
Think Fast: A Tensor Streaming Processor (TSP) for Accelerating Deep Learning Workloads
Abts, Dennis, Ross, Jonathan, Sparling, Jonathan, Wong-VanHaren, Mark, Baker, Max, Hawkins, Tom, Bell, Andrew, Thompson, John, Kahsai, Temesghen, Kimmell, Garrin, Hwang, Jennifer, Leslie-Hurd, Rebekah, Bye, Michael, Creswick, E.R., Boyd, Matthew, Venigalla, Mahitha, Laforge, Evan, Purdy, Jon, Kamath, Purushotham, Maheshwari, Dinesh, Beidler, Michael, Rosseel, Geert, Ahmad, Omar, Gagarin, Gleb, Czekalski, Richard, Rane, Ashay, Parmar, Sahil, Werner, Jeff, Sproch, Jim, Macias, Adrian, Kurtz, Brian
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
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Conference Proceeding
DSAGEN: Synthesizing Programmable Spatial Accelerators
Weng, Jian, Liu, Sihao, Dadu, Vidushi, Wang, Zhengrong, Shah, Preyas, Nowatzki, Tony
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
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Conference Proceeding
A Multi-Neural Network Acceleration Architecture
Baek, Eunjin, Kwon, Dongup, Kim, Jangwoo
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
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Conference Proceeding
SpinalFlow: An Architecture and Dataflow Tailored for Spiking Neural Networks
Narayanan, Surya, Taht, Karl, Balasubramonian, Rajeev, Giacomin, Edouard, Gaillardon, Pierre-Emmanuel
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
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Conference Proceeding
Timely: Pushing Data Movements And Interfaces In Pim Accelerators Towards Local And In Time Domain
Li, Weitao, Xu, Pengfei, Zhao, Yang, Li, Haitong, Xie, Yuan, Lin, Yingyan
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
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Conference Proceeding
DRQ: Dynamic Region-based Quantization for Deep Neural Network Acceleration
Song, Zhuoran, Fu, Bangqi, Wu, Feiyang, Jiang, Zhaoming, Jiang, Li, Jing, Naifeng, Liang, Xiaoyao
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
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Conference Proceeding
SmartExchange: Trading Higher-cost Memory Storage/Access for Lower-cost Computation
Zhao, Yang, Chen, Xiaohan, Wang, Yue, Li, Chaojian, You, Haoran, Fu, Yonggan, Xie, Yuan, Wang, Zhangyang, Lin, Yingyan
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
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Conference Proceeding
CLR-DRAM: A Low-Cost DRAM Architecture Enabling Dynamic Capacity-Latency Trade-Off
Luo, Haocong, Shahroodi, Taha, Hassan, Hasan, Patel, Minesh, Yaglikci, A. Giray, Orosa, Lois, Park, Jisung, Mutlu, Onur
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
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Conference Proceeding
Buddy Compression: Enabling Larger Memory for Deep Learning and HPC Workloads on GPUs
Choukse, Esha, Sullivan, Michael B., O'Connor, Mike, Erez, Mattan, Pool, Jeff, Nellans, David, Keckler, Stephen W.
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
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Conference Proceeding
JPEG-ACT: Accelerating Deep Learning via Transform-based Lossy Compression
Evans, R. David, Liu, Lufei, Aamodt, Tor M.
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
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Conference Proceeding