NTTコミュニケーションズでは、Azure Stack Hub with GPUを先行で導入し検証を行っています。本資料では、実際に利用している立場からデモを交えつつAzure Stack Hub with GPUのユースケースをお話すると共に、GPUのベンチマークを含む他社クラウドとの性能比較結果について情報共有をいたします。
IMAX3: Amazing Dataflow-Centric CGRA and its Applications
I present this slide to all hungry engineers who are tired of CPU, GPU, FPGA, tensor core, AI core, who want some challenging one with no black box inside, and who want to improve by themselves.
文献紹介:2D or not 2D? Adaptive 3D Convolution Selection for Efficient Video Reco...Toru Tamaki
Hengduo Li, Zuxuan Wu, Abhinav Shrivastava, Larry S. Davis; 2D or not 2D? Adaptive 3D Convolution Selection for Efficient Video Recognition, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, pp. 6155-6164
https://openaccess.thecvf.com/content/CVPR2021/html/Li_2D_or_not_2D_Adaptive_3D_Convolution_Selection_for_Efficient_CVPR_2021_paper.html
文献紹介:Deep Analysis of CNN-Based Spatio-Temporal Representations for Action Re...Toru Tamaki
Chun-Fu Richard Chen, Rameswar Panda, Kandan Ramakrishnan, Rogerio Feris, John Cohn, Aude Oliva, Quanfu Fan; Deep Analysis of CNN-Based Spatio-Temporal Representations for Action Recognition, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, pp. 6165-6175
https://openaccess.thecvf.com/content/CVPR2021/html/Chen_Deep_Analysis_of_CNN-Based_Spatio-Temporal_Representations_for_Action_Recognition_CVPR_2021_paper.html