Aquabolt-XL: Samsung HBM2-PIM with in-memory processing for ML accelerators and beyond
Kim, Jin Hyun, Kang, Shin-haeng, Lee, Sukhan, Kim, Hyeonsu, Song, Woongjae, Ro, Yuhwan, Lee, Seungwon, Wang, David, Shin, Hyunsung, Phuah, Bengseng, Choi, Jihyun, So, Jinin, Cho, YeonGon, Song, JoonHo, Choi, Jangseok, Cho, Jeonghyeon, Sohn, Kyomin, Sohn, Youngsoo, Park, Kwangil, Kim, Nam Sung
Published in 2021 IEEE Hot Chips 33 Symposium (HCS) (22.08.2021)
Published in 2021 IEEE Hot Chips 33 Symposium (HCS) (22.08.2021)
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Conference Proceeding
Accelerating ML Recommendation with over a Thousand RISC-V/Tensor Processors on Esperanto's ET-SoC-1 Chip
Ditzel, Dave, Espasa, Roger, Aymerich, Nivard, Baum, Allen, Berg, Tom, Burr, Jim, Hao, Eric, Iyer, Jayesh, Izquierdo, Miquel, Jayaratnam, Shankar, Jones, Darren, Klingner, Chris, Kim, Jin, Lee, Stephen, Lupon, Marc, Magklis, Grigorios, Maric, Bojan, Nath, Rajib, Neilly, Mike, Northcutt, Duane, Orner, Bill, Renau, Jose, Reves, Gerard, Reves, Xavier, Riordan, Tom, Sanchez, Pedro, Samudrala, Sri, Sole, Guillem, Tang, Raymond, Thorn, Tommy, Torres, Francisco, Tortella, Sebastia, Yau, Daniel
Published in 2021 IEEE Hot Chips 33 Symposium (HCS) (22.08.2021)
Published in 2021 IEEE Hot Chips 33 Symposium (HCS) (22.08.2021)
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Intel's Hyperscale-Ready Infrastructure Processing Unit (IPU)
Burres, Brad, Daly, Dan, Debbage, Mark, Louzoun, Eliel, Severns-Williams, Christine, Sundar, Naru, Turbovich, Nadav, Wolford, Barry, Li, Yadong
Published in 2021 IEEE Hot Chips 33 Symposium (HCS) (22.08.2021)
Published in 2021 IEEE Hot Chips 33 Symposium (HCS) (22.08.2021)
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Conference Proceeding
A Photonic Neural Network Using < 1 Photon per Scalar Multiplication
Wang, Tianyu, Ma, Shi-Yuan, Wright, Logan G., Onodera, Tatsuhiro, Richard, Brian C., McMahon, Peter L.
Published in 2021 IEEE Hot Chips 33 Symposium (HCS) (22.08.2021)
Published in 2021 IEEE Hot Chips 33 Symposium (HCS) (22.08.2021)
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Conference Proceeding
Next Generation "Zen 3" Core
Evers, Mark, Barnes, Leslie, Clark, Mike
Published in 2021 IEEE Hot Chips 33 Symposium (HCS) (22.08.2021)
Published in 2021 IEEE Hot Chips 33 Symposium (HCS) (22.08.2021)
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Conference Proceeding
Samsung Neural Processing Unit : An AI accelerator and SDK for flagship mobile AP
Park, Jun-Seok, Lee, Heonsoo, Lee, Dongwoo, Moon, Jewoo, Kwon, Suknam, Ha, SangHyuck, Kim, MinSeong, Park, Junghun, Bang, Jihoon, Kang, Sukhwan Lim Inyup
Published in 2021 IEEE Hot Chips 33 Symposium (HCS) (22.08.2021)
Published in 2021 IEEE Hot Chips 33 Symposium (HCS) (22.08.2021)
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Conference Proceeding
The ΛNTON 3 ASIC: a Fire-Breathing Monster for Molecular Dynamics Simulations
Adams, Peter J., Batson, Brannon, Bell, Alistair, Bhatt, Jhanvi, Butts, J. Adam, Correia, Timothy, Edwards, Bruce, Feldmann, Peter, Fenton, Christopher H., Forte, Anthony, Gagliardo, Joseph, Gill, Gennette, Gorlatova, Maria, Greskamp, Brian, Grossman, J.P., Hunt, Jeremy, Jackson, Bryan L., Kirk, Mollie M., Kuskin, Jeffrey S., Mader, Roy J., McGowen, Richard, McLaughlin, Adam, Moraes, Mark A., Nasr, Mohamed, Nociolo, Lawrence J., O'Donnell, Lief, Parker, Andrew, Peticolas, Jon L., Quan, Terry, Schwink, T. Carl, Shim, Keun Sup, Siddique, Naseer, Spengler, Jochen, Theobald, Michael, Towles, Brian, Vick, William, Wang, Stanley C., Wazlowski, Michael, Weingarten, Madeleine J., Williams, John M., E.Shaw, David
Published in 2021 IEEE Hot Chips 33 Symposium (HCS) (22.08.2021)
Published in 2021 IEEE Hot Chips 33 Symposium (HCS) (22.08.2021)
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Conference Proceeding
Photonic co-processors in HPC: Using LightOn OPUs for Randomized Numerical Linear Algebra
Hesslow, Daniel, Cappelli, Alessandro, Carron, Igor, Daudet, Laurent, Lafargue, Raphael, Muller, Kilian, Ohana, Ruben, Pariente, Gustave, Poli, Iacopo
Published in 2021 IEEE Hot Chips 33 Symposium (HCS) (22.08.2021)
Published in 2021 IEEE Hot Chips 33 Symposium (HCS) (22.08.2021)
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Conference Proceeding
LightOn Optical Processing Unit : Scaling-up AI and HPC with a Non von Neumann co-processor
BROSSOLLET, Charles, Cappelli, Alessandro, Carron, Igor, Chaintoutis, Charidimos, Chatelain, Amelie, Daudet, Laurent, Gigan, Sylvain, Hesslow, Daniel, Krzakala, Florent, Launay, Julien, Mokaadi, Safa, Moreau, Fabien, Muller, Kilian, Ohana, Ruben, Pariente, Gustave, Poli, Iacopo, Tommasone, Elena
Published in 2021 IEEE Hot Chips 33 Symposium (HCS) (22.08.2021)
Published in 2021 IEEE Hot Chips 33 Symposium (HCS) (22.08.2021)
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Conference Proceeding
World Largest Mobile Image Sensor with All Directional Phase Detection Auto Focus Function
Yoon, Sukki, Yun, Jungbin, Jung, Yunhwan, Jeong, Ilyun, Choi, Junghee, Choi, Wooseok, Lee, Jeongguk, Lee, Hansoo, Ko, Juhyun
Published in 2021 IEEE Hot Chips 33 Symposium (HCS) (22.08.2021)
Published in 2021 IEEE Hot Chips 33 Symposium (HCS) (22.08.2021)
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Conference Proceeding
An Energy-efficient Floating-Point DNN Processor using Heterogeneous Computing Architecture with Exponent-Computing-in-Memory
Lee, Juhyoung, Kim, Jihoon, Jo, Wooyoung, Kim, Sangyeob, Kim, Sangjin, Han, Donghyeon, Lee, Jinsu, Yoo, Hoi-Jun
Published in 2021 IEEE Hot Chips 33 Symposium (HCS) (22.08.2021)
Published in 2021 IEEE Hot Chips 33 Symposium (HCS) (22.08.2021)
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Conference Proceeding
Edge Inference Engine for Deep & Random Sparse Neural Networks with 4-bit Cartesian-Product MAC Array and Pipelined Activation Aligner
Ando, Kota, Yu, Jaehoon, Hirose, Kazutoshi, Nakahara, Hiroki, Kawamura, Kazushi, Van Chu, Thiem, Motomura, Masato
Published in 2021 IEEE Hot Chips 33 Symposium (HCS) (22.08.2021)
Published in 2021 IEEE Hot Chips 33 Symposium (HCS) (22.08.2021)
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Conference Proceeding