CMC: Video Transformer Acceleration via CODEC Assisted Matrix Condensing

Author:

Song Zhuoran1ORCID,Qi Chunyu1ORCID,Liu Fangxin1ORCID,Jing Naifeng1ORCID,Liang Xiaoyao1ORCID

Affiliation:

1. Shanghai Jiao Tong University, Shanghai, China

Funder

National Natural Science Foundation of China

Publisher

ACM

Reference42 articles.

1. Intel's running average power limit interface. [Online]. Available: https://bit.ly/2LObQhV.

2. ViViT: A Video Vision Transformer

3. Rajeev Balasubramonian, Andrew B Kahng, Naveen Muralimanohar, Ali Shafiee, and Vaishnav Srinivas. Cacti 7: New tools for interconnect exploration in innovative off-chip memories. ACM Transactions on Architecture and Code Optimization (TACO), 14(2):1--25, 2017.

4. Iz Beltagy, Matthew E Peters, and Arman Cohan. Longformer: The long-document transformer. arXiv preprint arXiv:2004.05150, 2020.

5. Gedas Bertasius, Heng Wang, and Lorenzo Torresani. Is space-time attention all you need for video understanding? In ICML, volume 2, page 4, 2021.

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