Loading…
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)
Get full text
Conference Proceeding
Loading…
Accel-Sim: An Extensible Simulation Framework for Validated GPU Modeling
Khairy, Mahmoud, Shen, Zhesheng, Aamodt, Tor M., Rogers, Timothy G.
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)
Get full text
Conference Proceeding
Loading…
Ten Lessons From Three Generations Shaped Google's TPUv4i : Industrial Product
Jouppi, Norman P., Hyun Yoon, Doe, Ashcraft, Matthew, Gottscho, Mark, Jablin, Thomas B., Kurian, George, Laudon, James, Li, Sheng, Ma, Peter, Ma, Xiaoyu, Norrie, Thomas, Patil, Nishant, Prasad, Sushma, Young, Cliff, Zhou, Zongwei, Patterson, David
Published in Proceedings - International Symposium on Computer Architecture (01.06.2021)
Published in Proceedings - International Symposium on Computer Architecture (01.06.2021)
Get full text
Conference Proceeding
Loading…
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)
Get full text
Conference Proceeding
Loading…
Splitwise: Efficient Generative LLM Inference Using Phase Splitting
Patel, Pratyush, Choukse, Esha, Zhang, Chaojie, Shah, Aashaka, Goiri, Inigo, Maleki, Saeed, Bianchini, Ricardo
Published in 2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA) (29.06.2024)
Published in 2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA) (29.06.2024)
Get full text
Conference Proceeding
Loading…
A Configurable Cloud-Scale DNN Processor for Real-Time AI
Fowers, Jeremy, Ovtcharov, Kalin, Papamichael, Michael, Massengill, Todd, Liu, Ming, Lo, Daniel, Alkalay, Shlomi, Haselman, Michael, Adams, Logan, Ghandi, Mahdi, Heil, Stephen, Patel, Prerak, Sapek, Adam, Weisz, Gabriel, Woods, Lisa, Lanka, Sitaram, Reinhardt, Steven K., Caulfield, Adrian M., Chung, Eric S., Burger, Doug
Published in Proceedings - International Symposium on Computer Architecture (01.06.2018)
Published in Proceedings - International Symposium on Computer Architecture (01.06.2018)
Get full text
Conference Proceeding
Loading…
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)
Get full text
Conference Proceeding
Loading…
Hardware Architecture and Software Stack for PIM Based on Commercial DRAM Technology : Industrial Product
Lee, Sukhan, Kang, Shin-haeng, Lee, Jaehoon, Kim, Hyeonsu, Lee, Eojin, Seo, Seungwoo, Yoon, Hosang, Lee, Seungwon, Lim, Kyounghwan, Shin, Hyunsung, Kim, Jinhyun, Seongil, O, Iyer, Anand, Wang, David, Sohn, Kyomin, Kim, Nam Sung
Published in Proceedings - International Symposium on Computer Architecture (01.06.2021)
Published in Proceedings - International Symposium on Computer Architecture (01.06.2021)
Get full text
Conference Proceeding
Loading…
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)
Get full text
Conference Proceeding
Loading…
Pioneering Chiplet Technology and Design for the AMD EPYC™ and Ryzen™ Processor Families : Industrial Product
Naffziger, Samuel, Beck, Noah, Burd, Thomas, Lepak, Kevin, Loh, Gabriel H., Subramony, Mahesh, White, Sean
Published in Proceedings - International Symposium on Computer Architecture (01.06.2021)
Published in Proceedings - International Symposium on Computer Architecture (01.06.2021)
Get full text
Conference Proceeding
Loading…
Neural Cache: Bit-Serial In-Cache Acceleration of Deep Neural Networks
Eckert, Charles, Wang, Xiaowei, Wang, Jingcheng, Subramaniyan, Arun, Iyer, Ravi, Sylvester, Dennis, Blaaauw, David, Das, Reetuparna
Published in Proceedings - International Symposium on Computer Architecture (01.06.2018)
Published in Proceedings - International Symposium on Computer Architecture (01.06.2018)
Get full text
Conference Proceeding
Loading…
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)
Get full text
Conference Proceeding
Loading…
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)
Get full text
Conference Proceeding
Loading…
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)
Get full text
Conference Proceeding
Loading…
Energy-Efficient Neural Network Accelerator Based on Outlier-Aware Low-Precision Computation
Park, Eunhyeok, Kim, Dongyoung, Yoo, Sungjoo
Published in Proceedings - International Symposium on Computer Architecture (01.06.2018)
Published in Proceedings - International Symposium on Computer Architecture (01.06.2018)
Get full text
Conference Proceeding
Loading…
Loading…
ISAAC: A Convolutional Neural Network Accelerator with In-Situ Analog Arithmetic in Crossbars
Shafiee, Ali, Nag, Anirban, Muralimanohar, Naveen, Balasubramonian, Rajeev, Strachan, John Paul, Miao Hu, Williams, R. Stanley, Srikumar, Vivek
Published in Proceedings - International Symposium on Computer Architecture (01.06.2016)
Published in Proceedings - International Symposium on Computer Architecture (01.06.2016)
Get full text
Conference Proceeding
Loading…
Loading…
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)
Get full text
Conference Proceeding
Loading…
Eyeriss: A Spatial Architecture for Energy-Efficient Dataflow for Convolutional Neural Networks
Yu-Hsin Chen, Emer, Joel, Sze, Vivienne
Published in Proceedings - International Symposium on Computer Architecture (01.06.2016)
Published in Proceedings - International Symposium on Computer Architecture (01.06.2016)
Get full text
Conference Proceeding