Demystifying Map Space Exploration for NPUs

7 October 2022

Papers citing "Demystifying Map Space Exploration for NPUs"

5 / 5 papers shown

Title
Abstracting Sparse DNN Acceleration via Structured Sparse Tensor Decomposition Geonhwa Jeong Po-An Tsai A. Bambhaniya S. Keckler Tushar Krishna 23 7 0 12 Mar 2024
Full Stack Optimization of Transformer Inference: a Survey Sehoon Kim Coleman Hooper Thanakul Wattanawong Minwoo Kang Ruohan Yan ... Qijing Huang Kurt Keutzer Michael W. Mahoney Y. Shao A. Gholami MQ 28 100 0 27 Feb 2023
DiGamma: Domain-aware Genetic Algorithm for HW-Mapping Co-optimization for DNN Accelerators Sheng-Chun Kao Michael Pellauer A. Parashar T. Krishna 22 28 0 26 Jan 2022
Union: A Unified HW-SW Co-Design Ecosystem in MLIR for Evaluating Tensor Operations on Spatial Accelerators Geonhwa Jeong Gokcen Kestor Prasanth Chatarasi A. Parashar Po-An Tsai S. Rajamanickam R. Gioiosa T. Krishna 25 13 0 15 Sep 2021
HASCO: Towards Agile HArdware and Software CO-design for Tensor Computation Qingcheng Xiao Size Zheng Bingzhe Wu Pengcheng Xu Xuehai Qian Yun Liang 26 65 0 04 May 2021