Siddhisanket Raskar

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 18

Top Topics

Transfer Learning

Comprehensive Evaluation

Resource Constraints

Hardware Software Partitioning

Top Venues

SIGMETRICS/Performance (Abstracts)

Publications

Scott Cheng, Jun-Liang Lin, Murali Emani, Siddhisanket Raskar, Sam Foreman, Zhen Xie, Venkatram Vishwanath, Mahmut T. Kandemir
Thorough Characterization and Analysis of Large Transformer Model Training At-Scale. SIGMETRICS/Performance (Abstracts) (2024)
Murali Emani, Sam Foreman, Varuni Sastry, Zhen Xie, Siddhisanket Raskar, William Arnold, Rajeev Thakur, Venkatram Vishwanath, Michael E. Papka, Sanjif Shanmugavelu, Darshan Gandhi, Hengyu Zhao, Dun Ma, Kiran Ranganath, Rick Weisner, Jiunn-yeu Chen, Yuting Yang, Natalia Vassilieva, Bin C. Zhang, Sylvia Howland, Alexander Tsyplikhin
Toward a Holistic Performance Evaluation of Large Language Models Across Diverse AI Accelerators. IPDPS (Workshops) (2024)
Scott Cheng, Jun-Liang Lin, Murali Emani, Siddhisanket Raskar, Sam Foreman, Zhen Xie, Venkatram Vishwanath, Mahmut Taylan Kandemir
Thorough Characterization and Analysis of Large Transformer Model Training At-Scale. Proc. ACM Meas. Anal. Comput. Syst. 8 (1) (2024)
Gaurav Verma, Siddhisanket Raskar, Zhen Xie, Abid M. Malik, Murali Emani, Barbara M. Chapman
Transfer Learning Across Heterogeneous Features For Efficient Tensor Program Generation. CoRR (2023)
Siddhisanket Raskar, Thomas Applencourt, Kalyan Kumaran, Guang R. Gao
Codelet Pipe: Realization of Dataflow Software Pipelining for Extended Codelet Model. ICPP Workshops (2023)
Gaurav Verma, Siddhisanket Raskar, Zhen Xie, Abid M. Malik, Murali Emani, Barbara M. Chapman
Transfer Learning Across Heterogeneous Features For Efficient Tensor Program Generation. ExHET@PPoPP (2023)
Siddhisanket Raskar, Jose Manuel Monsalve Diaz, Thomas Applencourt, Kalyan Kumaran, Guang Gao
Implementation of Dataflow Software Pipelining for Codelet Model. ICPE (2023)
Zhen Xie, Siddhisanket Raskar, Murali Emani, Venkatram Vishwanath
TrainBF: High-Performance DNN Training Engine Using BFloat16 on AI Accelerators. Euro-Par (2023)
Murali Emani, Sam Foreman, Varuni Sastry, Zhen Xie, Siddhisanket Raskar, William Arnold, Rajeev Thakur, Venkatram Vishwanath, Michael E. Papka
A Comprehensive Performance Study of Large Language Models on Novel AI Accelerators. CoRR (2023)
Siddhisanket Raskar, Thomas Applencourt, Kalyan Kumaran, Guang Gao
Towards Maximum Throughput of Dataflow Software Pipeline under Resource Constraints. PMAM@PPoPP (2023)
Reet Barik, Siddhisanket Raskar, Murali Emani, Venkatram Vishwanath
Characterizing the Performance of Triangle Counting on Graphcore's IPU Architecture. SC Workshops (2023)
Diego A. Roa Perdomo, Rafael A. Herrera Guaitero, Dawson Fox, Hervé Yviquel, Siddhisanket Raskar, Xiaoming Li, Jose Manuel Monsalve Diaz
Towards Fault Tolerance and Resilience in the Sequential Codelet Model. CARLA (2023)
Zhen Xie, Siddhisanket Raskar, Murali Emani
Throughput-oriented and Accuracy-aware DNN Training with BFloat16 on GPU. IPDPS Workshops (2022)
Murali Emani, Zhen Xie, Siddhisanket Raskar, Varuni Sastry, William Arnold, Bruce Wilson, Rajeev Thakur, Venkatram Vishwanath, Zhengchun Liu, Michael E. Papka, Cindy Orozco Bohorquez, Rick Weisner, Karen Li, Yongning Sheng, Yun Du, Jian Zhang, Alexander Tsyplikhin, Gurdaman Khaira, Jeremy Fowers, Ramakrishnan Sivakumar, Victoria Godsoe, Adrian Macias, Chetan Tekur, Matthew Boyd
A Comprehensive Evaluation of Novel AI Accelerators for Deep Learning Workloads. PMBS@SC (2022)
Diego A. Roa Perdomo, Ryan Kabrick, Jose Manuel Monsalve Diaz, Siddhisanket Raskar, Dawson Fox, Guang R. Gao
DEMAC: A Modular Platform for HW-SW Co-Design. IPDRM@SC (2020)
Ryan Kabrick, Diego A. Roa Perdomo, Siddhisanket Raskar, Jose Manuel Monsalve Diaz, Dawson Fox, Guang R. Gao
CODIR: Towards an MLIR Codelet Model Dialect. IPDRM@SC (2020)
Sihan Zeng, Jose Manuel Monsalve Diaz, Siddhisanket Raskar
Toward A High-Performance Emulation Platformfor Brain-Inspired Intelligent SystemsExploring Dataflow-Based Execution Model and Beyond. COMPSAC (2) (2019)
Siddhisanket Raskar, Thomas Applencourt, Kalyan Kumaran, Guang Gao
Position Paper: Extending Codelet Model for Dataflow Software Pipelining using Software-Hardware Co-Design. COMPSAC (2) (2019)