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Siddhisanket Raskar
Siddhisanket Raskar
Argonne National Laboratory
Verified email at udel.edu - Homepage
Title
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Cited by
Year
A comprehensive evaluation of novel AI accelerators for deep learning workloads
M Emani, Z Xie, S Raskar, V Sastry, W Arnold, B Wilson, R Thakur, ...
2022 IEEE/ACM international workshop on performance modeling, benchmarking …, 2022
102022
A Comprehensive Performance Study of Large Language Models on Novel AI Accelerators
M Emani, S Foreman, V Sastry, Z Xie, S Raskar, W Arnold, R Thakur, ...
arXiv preprint arXiv:2310.04607, 2023
62023
Toward A High-Performance Emulation Platform for Brain-Inspired Intelligent Systems Exploring Dataflow-Based Execution Model and Beyond
S Zeng, JMM Diaz, S Raskar
2019 IEEE 43rd Annual Computer Software and Applications Conference (COMPSAC …, 2019
52019
Position paper: Extending codelet model for dataflow software pipelining using software-hardware co-design
S Raskar, T Applencourt, K Kumaran, G Gao
2019 IEEE 43rd Annual Computer Software and Applications Conference (COMPSAC …, 2019
52019
Cross-Feature Transfer Learning for Efficient Tensor Program Generation
G Verma, S Raskar, M Emani, B Chapman
Applied Sciences 14 (2), 513, 2024
22024
Implementation of Dataflow Software Pipelining for Codelet Model
S Raskar, JM Monsalve Diaz, T Applencourt, K Kumaran, G Gao
Proceedings of the 2023 ACM/SPEC International Conference on Performance …, 2023
22023
Dataflow software pipelining for codelet model using hardware-software co-design
S Raskar
University of Delaware, 2021
22021
CODIR: towards an MLIR codelet model dialect
R Kabrick, DAR Perdomo, S Raskar, JMM Diaz, D Fox, GR Gao
2020 IEEE/ACM Fourth Annual Workshop on Emerging Parallel and Distributed …, 2020
22020
DEMAC: A Modular Platform for HW-SW Co-Design
DAR Perdomo, R Kabrick, JMM Diaz, S Raskar, D Fox, GR Gao
2020 IEEE/ACM Fourth Annual Workshop on Emerging Parallel and Distributed …, 2020
22020
TrainBF: High-Performance DNN Training Engine Using BFloat16 on AI Accelerators
Z Xie, S Raskar, M Emani, V Vishwanath
European Conference on Parallel Processing, 458-473, 2023
12023
Transfer Learning Across Heterogeneous Features For Efficient Tensor Program Generation
G Verma, S Raskar, Z Xie, AM Malik, M Emani, B Chapman
Proceedings of the 2nd International Workshop on Extreme Heterogeneity …, 2023
12023
Throughput-oriented and Accuracy-aware DNN Training with BFloat16 on GPU
Z Xie, S Raskar, M Emani
2022 IEEE International Parallel and Distributed Processing Symposium …, 2022
12022
DEMAC and CODIR: A whole stack solution for a HW/SW co-design using an MLIR Codelet model dialect
R Kabrick, D Roa, S Raskar, JMM Diaz, G Gao
Univ. Delaware, Newark, DE, USA, Tech. Rep. CAPSL Technical Memo 136, 2020
12020
Thorough Characterization and Analysis of Large Transformer Model Training At-Scale
S Cheng, JL Lin, M Emani, S Raskar, S Foreman, Z Xie, V Vishwanath, ...
Proceedings of the ACM on Measurement and Analysis of Computing Systems 8 (1 …, 2024
2024
Characterizing the Performance of Triangle Counting on Graphcore's IPU Architecture
R Barik, S Raskar, M Emani, V Vishwanath
Proceedings of the SC'23 Workshops of The International Conference on High …, 2023
2023
Towards Fault Tolerance and Resilience in the Sequential Codelet Model
DAR Perdomo, RAH Guaitero, D Fox, H Yviquel, S Raskar, X Li, ...
Latin American High Performance Computing Conference, 77-94, 2023
2023
Codelet Pipe: Realization of Dataflow Software Pipelining for Extended Codelet Model
S Raskar, T Applencourt, K Kumaran, GR Gao
Proceedings of the 52nd International Conference on Parallel Processing …, 2023
2023
Towards Maximum Throughput of Dataflow Software Pipeline under Resource Constraints
S Raskar, T Applencourt, K Kumaran, GR Gao
Proceedings of the 14th International Workshop on Programming Models and …, 2023
2023
2022 AI Testbed Expeditions Report
V Vishwanath, M Emani, V Taylor, I Foster, S Habib, ME Papka, AV Babu, ...
Argonne National Laboratory (ANL), Argonne, IL (United States), 2022
2022
Extending Codelet Model for Dataflow Software Pipelining using Software-Hardware Co-design
S Raskar, T Applencourt, K Kumaran, G Gao
Computer Architecture and Parallel Systems Lab, 2019
2019
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