Mind Mappings: Enabling Efficient Algorithm-Accelerator Mapping Space
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Mind Mappings: Enabling Efficient Algorithm-Accelerator Mapping Space Search

2 March 2021

Christopher W. Fletcher

Papers citing "Mind Mappings: Enabling Efficient Algorithm-Accelerator Mapping Space Search"

13 / 13 papers shown

Title
Workload-Aware Hardware Accelerator Mining for Distributed Deep Learning Training Muhammad Adnan Amar Phanishayee Janardhan Kulkarni Prashant J. Nair Divyat Mahajan 29 0 0 23 Apr 2024
Target-independent XLA optimization using Reinforcement Learning Milan Ganai Haichen Li Theodore Enns Yida Wang Randy Huang 32 0 0 28 Aug 2023
SALSA: Simulated Annealing based Loop-Ordering Scheduler for DNN Accelerators Victor J. B. Jung Arne Symons L. Mei Marian Verhelst Luca Benini 8 3 0 20 Apr 2023
DeFiNES: Enabling Fast Exploration of the Depth-first Scheduling Space for DNN Accelerators through Analytical Modeling L. Mei Koen Goetschalckx Arne Symons Marian Verhelst 31 28 0 10 Dec 2022
Demystifying Map Space Exploration for NPUs Sheng-Chun Kao A. Parashar Po-An Tsai T. Krishna 30 11 0 07 Oct 2022
HW-Aware Initialization of DNN Auto-Tuning to Improve Exploration Time and Robustness D. Rieber Moritz Reiber Oliver Bringmann Holger Fröning 16 4 0 31 May 2022
DNNFuser: Generative Pre-Trained Transformer as a Generalized Mapper for Layer Fusion in DNN Accelerators Sheng-Chun Kao Xiaoyu Huang T. Krishna AI4CE 33 9 0 26 Jan 2022
Data-Driven Offline Optimization For Architecting Hardware Accelerators Aviral Kumar Amir Yazdanbakhsh Milad Hashemi Kevin Swersky Sergey Levine 17 36 0 20 Oct 2021
FLAT: An Optimized Dataflow for Mitigating Attention Bottlenecks Sheng-Chun Kao Suvinay Subramanian Gaurav Agrawal Amir Yazdanbakhsh T. Krishna 30 57 0 13 Jul 2021
CoSA: Scheduling by Constrained Optimization for Spatial Accelerators Qijing Huang Minwoo Kang Grace Dinh Thomas Norell Aravind Kalaiah J. Demmel J. Wawrzynek Y. Shao 13 105 0 05 May 2021
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,326 0 05 Nov 2016
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 31,253 0 16 Jan 2013
A Large Population Size Can Be Unhelpful in Evolutionary Algorithms Tianshi Chen Ke Tang Guoliang Chen Xin Yao 62 55 0 11 Aug 2012