Search Results - "Tsyplikhin, Alexander"

Toward a Holistic Performance Evaluation of Large Language Models Across Diverse AI Accelerators

Emani, Murali, Foreman, Sam, Sastry, Varuni, Xie, Zhen, Raskar, Siddhisanket, Arnold, William, Thakur, Rajeev, Vishwanath, Venkatram, Papka, Michael E., Shanmugavelu, Sanjif, Gandhi, Darshan, Zhao, Hengyu, Ma, Dun, Ranganath, Kiran, Weisner, Rick, Chen, Jiunn-yeu, Yang, Yuting, Vassilieva, Natalia, Zhang, Bin C., Howland, Sylvia, Tsyplikhin, Alexander

2024 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)

Time-series ML-regression on Graphcore IPU-M2000 and Nvidia A100

Balewski, Jan, Liu, Zhenying, Tsyplikhin, Alexander, Lopez Roland, Manuel, Bouchard, Kristofer

2022 IEEE/ACM International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems (PMBS)

A Comprehensive Evaluation of Novel AI Accelerators for Deep Learning Workloads

Emani, Murali, Xie, Zhen, Raskar, Siddhisanket, Sastry, Varuni, Arnold, William, Wilson, Bruce, Thakur, Rajeev, Vishwanath, Venkatram, Liu, Zhengchun, Papka, Michael E., Bohorquez, Cindy Orozco, Weisner, Rick, Li, Karen, Sheng, Yongning, Du, Yun, Zhang, Jian, Tsyplikhin, Alexander, Khaira, Gurdaman, Fowers, Jeremy, Sivakumar, Ramakrishnan, Godsoe, Victoria, Macias, Adrian, Tekur, Chetan, Boyd, Matthew

2022 IEEE/ACM International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems (PMBS)

Accelerating Simulation-based Inference with Emerging AI Hardware

Kulkarni, Sourabh, Tsyplikhin, Alexander, Krell, Mario Michael, Moritz, Csaba Andras

2020 International Conference on Rebooting Computing (ICRC)

NanoBatch Privacy: Enabling fast Differentially Private learning on the IPU

Lee, Edward H., Krell, Mario Michael, Tsyplikhin, Alexander, Rege, Victoria, Colak, Errol, Yeom, Kristen W.