Details
Presenter(s)
![Vikram Jain Headshot](https://confcats-catavault.s3.amazonaws.com/CATAVault/ieeecass/master/files/styles/cc_user_photo/s3/user-pictures/11241.jpg?h=f803f42f&itok=s80_pYKU)
Display Name
Vikram Jain
- Affiliation
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AffiliationKU Leuven
- Country
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CountryBelgium
Abstract
The goal of this paper is to find hardware supporting a broad suite of NNs and to construct NNs which can be efficiently deployed on broad set of hardware platforms. This paper, therefore, brings 3 contributions: 1) an assessment methodology across a suite of networks and architectures; 2) deployment of this analysis for a set of architecture on popular networks for the ImageNet task; 3) derivation of insights from this study on characteristic of optimal architectures for modern NN models, and characteristic of optimal network topologies for modern processor architectures.