Memory system characterization of deep learning workloads

Author:

Chishti Zeshan1,Akin Berkin2

Affiliation:

1. Intel Labs

2. Google

Publisher

ACM

Reference25 articles.

1. In-datacenter performance analysis of a Tensor Processing Unit;Jouppi N. P.;Proceedings of the 44th ACM/IEEE Annual International Symposium on Computer Architecture (ISCA),2017

2. A configurable cloud-scale DNN processor for real-time AI;Fowers J.;Proceesings of the 45th ACM/IEEE Annual International Symposium on Computer Architecture (ISCA),2018

3. DaDianNao: A Machine-Learning Supercomputer

4. Eyeriss: A spatial architecture for energy-efficient dataflow for convolutional neural networks;Chen Y. H.;Proceedings of the 43rd ACM/IEEE Annual International Symposium on Computer Architecture (ISCA),2016

5. "Intel architecture instruction set extensions and future features programming reference " Online: https://software.intel.com/sites/default/files/managed/c5/15/architecture-instruction-set-extensions-programming-reference.pdf October 2018. "Intel architecture instruction set extensions and future features programming reference " Online: https://software.intel.com/sites/default/files/managed/c5/15/architecture-instruction-set-extensions-programming-reference.pdf October 2018.

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