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05/31/2023
DOTA: A Dynamically-Operated Photonic Tensor Core for Energy-Efficient Transformer Accelerator
The wide adoption and significant computing resource consumption of atte...
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10/14/2021
PointAcc: Efficient Point Cloud Accelerator
Deep learning on point clouds plays a vital role in a wide range of appl...
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12/17/2020
SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning
The attention mechanism is becoming increasingly popular in Natural Lang...
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02/20/2020
SpArch: Efficient Architecture for Sparse Matrix Multiplication
Generalized Sparse Matrix-Matrix Multiplication (SpGEMM) is a ubiquitous...
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01/13/2018