DynaPlasia
Published:
title: [ISSCC’23] DynaPlasia: An eDRAM In-Memory-Computing-Based Reconfigurable Spatial Accelerator with Triple-Mode Cell
Posts by Tags
Computing in Memory
Dynamic Neural Networks
Dynamic Neural Networks A Survey
Published:
Authors: Yizeng Han, Gao Huang, Shiji Song, Le Yang, Honghui Wang, and Yulin Wang
HW-SW co-design
M3ViT
Published:
[NeurIPS’2022] M3ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design
Marionette
Published:
[Micro’23] Towards Efficient Control Flow Handling in Spatial Architecture via Architecting the Control Flow Plane
ICdesign
ICdesign Log
Published:
MLsys
Unity
Published:
title: Unity: Accelerating DNN Training Through Joint Optimization of Algebraic Transformations and Parallelization
MoE
M3ViT
Published:
[NeurIPS’2022] M3ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design
Marionette
Published:
[Micro’23] Towards Efficient Control Flow Handling in Spatial Architecture via Architecting the Control Flow Plane
Reconfigurable Architecture
DynaPlasia
Published:
title: [ISSCC’23] DynaPlasia: An eDRAM In-Memory-Computing-Based Reconfigurable Spatial Accelerator with Triple-Mode Cell
SoC
ICdesign Log
Published:
Source Code
M3ViT
Published:
[NeurIPS’2022] M3ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design
Survey
Dynamic Neural Networks A Survey
Published:
Authors: Yizeng Han, Gao Huang, Shiji Song, Le Yang, Honghui Wang, and Yulin Wang
accelerator
ICdesign Log
Published:
bit serial architecture
Cambricon-P
Published:
title: Cambricon-P: A Bitflow Architecture for Arbitrary Precision Computing
dataflow
dataflow opt
Tangram
Published:
Authors: Mingyu Gao, Xuan Yang, Jing Pu, Mark Horowitz, and Christos Kozyrakis
Eyeriss
Published:
Authors: Yu-Hsin Chen, Joel Emer, and Vivienne Sze
DOTA
Published:
Authors: Zheng Qu, Liu Liu, Fengbin Tu, Zhaodong Chen, Yufei Ding, and Yuan Xie
QR Decomposition Acceleration
Published:
Title: Dual-Triangular QR Decomposition with Global Acceleration and Partially Q-Rotation Skipping
future
Future Works
Published:
Ready to read:
- ViTCoD (HPCA 2023)
- M3ViT
hardware mapping
Unity
Published:
title: Unity: Accelerating DNN Training Through Joint Optimization of Algebraic Transformations and Parallelization
matrix operation
QR Decomposition Acceleration
Published:
Title: Dual-Triangular QR Decomposition with Global Acceleration and Partially Q-Rotation Skipping
network
Networks of Chiplets
Published:
title: A_Scalable_Methodology_for_Designing_Efficient_Interconnection_Network_of_Chiplets
parallelization
Unity
Published:
title: Unity: Accelerating DNN Training Through Joint Optimization of Algebraic Transformations and Parallelization
scalable accelerator
Networks of Chiplets
Published:
title: A_Scalable_Methodology_for_Designing_Efficient_Interconnection_Network_of_Chiplets
Cambricon-P
Published:
title: Cambricon-P: A Bitflow Architecture for Arbitrary Precision Computing
simulator
EventSimulator
Published:
Sources: Simpy, Gem5, Structural Simulation Toolkit (SST)
TimeLoop
Published:
Sources: NVlabs/Timeloop
spatial accelerator
Tangram
Published:
Authors: Mingyu Gao, Xuan Yang, Jing Pu, Mark Horowitz, and Christos Kozyrakis
Eyeriss
Published:
Authors: Yu-Hsin Chen, Joel Emer, and Vivienne Sze
DOTA
Published:
Authors: Zheng Qu, Liu Liu, Fengbin Tu, Zhaodong Chen, Yufei Ding, and Yuan Xie
QR Decomposition Acceleration
Published:
Title: Dual-Triangular QR Decomposition with Global Acceleration and Partially Q-Rotation Skipping
tapeout
Eyeriss
Published:
Authors: Yu-Hsin Chen, Joel Emer, and Vivienne Sze
teaching
TA-exercise class
Published:
transformer
DOTA
Published:
Authors: Zheng Qu, Liu Liu, Fengbin Tu, Zhaodong Chen, Yufei Ding, and Yuan Xie