An Energy-Efficient GeMM-Based Convolution Accelerator With On-the-Fly im2col-Reference-Cited by-同舟云学术

An Energy-Efficient GeMM-Based Convolution Accelerator With On-the-Fly im2col

Published:2023-11 Issue:11 Volume:31 Page:1874-1878
ISSN:1063-8210
Container-title:IEEE Transactions on Very Large Scale Integration (VLSI) Systems
language:
Short-container-title:IEEE Trans. VLSI Syst.

Author:

Fornt Jordi¹^ORCID,Fontova-Musté Pau²^ORCID,Caro Martí³^ORCID,Abella Jaume²^ORCID,Moll Francesc³^ORCID,Altet Josep⁴^ORCID,Studer Christoph⁵^ORCID

Affiliation:

1. Eidgenössische Technische Hochschule (ETH) Zürich, Zürich, Switzerland

2. BSC, Barcelona, Spain

3. BSC, UPC, Barcelona, Spain

4. High-Performance Integrated Circuits and Systems (HIPICS) Group, UPC, Barcelona, Spain

5. ETH Zürich, Zürich, Switzerland

Funder

MCIN/AEI/10

European Union NextGenerationEU/PRTR

European Union’s Horizon Europe Program

Spanish Ministry of Science and Innovation through MCIN/AEI/10

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Hardware and Architecture,Software

Link

Reference21 articles.

1. Attention is all you need;vaswani;arXiv 1706 03762,2017

4. Sparsity in deep learning: Pruning and growth for efficient inference and training in neural networks;hoefler;arXiv 2102 00554,2021

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