DLSpec: A Deep Learning Task Exchange Specification

02/26/2020
by   Abdul Dakkak, et al.
0

Deep Learning (DL) innovations are being introduced at a rapid pace. However, the current lack of standard specification of DL tasks makes sharing, running, reproducing, and comparing these innovations difficult. To address this problem, we propose DLSpec, a model-, dataset-, software-, and hardware-agnostic DL specification that captures the different aspects of DL tasks. DLSpec has been tested by specifying and running hundreds of DL tasks.

READ FULL TEXT

Please sign up or login with your details

Forgot password? Click here to reset