Chatarasi, Prasanth
- FEATHER: A Reconfigurable Accelerator with Data Reordering Support for Low-Cost On-Chip Dataflow Switching
2024/05/21 by Jianming Tong, Tong, Jianming, Anirudh Itagi +5 · 5 citations
Computer Science · #Embedded Systems Design Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Interconnection Networks and Systems #Parallel Computing and Optimization Techniques
- Evaluating Spatial Accelerator Architectures with Tiled Matrix-Matrix Multiplication
2021/06/19 by Moon, Gordon E., Kwon, Hyoukjun, Jeong, Geonhwa +3 · 1 citation
#Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel #and Cluster Computing (cs.DC)
- Union: A Unified HW-SW Co-Design Ecosystem in MLIR for Evaluating Tensor Operations on Spatial Accelerators
2021/09/15 by Jeong, Geonhwa, Kestor, Gokcen, Chatarasi, Prasanth +5 · 1 citation
#Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Marvel: A Data-centric Compiler for DNN Operators on Spatial Accelerators
2020/02/18 by Prasanth Chatarasi, Hyoukjun Kwon, Chatarasi, Prasanth +15 · 1 citation
Computer Science · Decision Sciences · #Computer Graphics and Visualization Techniques #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Performance (cs.PF) #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
- Understanding Reuse, Performance, and Hardware Cost of DNN Dataflows: A Data-Centric Approach Using MAESTRO
2018/05/04 by Hyoukjun Kwon, Kwon, Hyoukjun, Prasanth Chatarasi +9 · 1 citation
Computer Science · #Advanced Data Storage Technologies #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)