Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

PolyDL: Polyhedral Optimizations for Creation of High Performance DL primitives


Jun 02, 2020
Sanket Tavarageri, Alexander Heinecke, Sasikanth Avancha, Gagandeep Goyal, Ramakrishna Upadrasta, Bharat Kaul

Add code

* arXiv admin note: substantial text overlap with arXiv:2002.02145 

   Access Paper or Ask Questions

PolyScientist: Automatic Loop Transformations Combined with Microkernels for Optimization of Deep Learning Primitives


Feb 06, 2020
Sanket Tavarageri, Alexander Heinecke, Sasikanth Avancha, Gagandeep Goyal, Ramakrishna Upadrasta, Bharat Kaul

Add code


   Access Paper or Ask Questions

Automatic Model Parallelism for Deep Neural Networks with Compiler and Hardware Support


Jun 11, 2019
Sanket Tavarageri, Srinivas Sridharan, Bharat Kaul

Add code


   Access Paper or Ask Questions

Categorization of Program Regions for Agile Compilation using Machine Learning and Hardware Support


May 29, 2019
Sanket Tavarageri

Add code


   Access Paper or Ask Questions

A Data Analytics Framework for Aggregate Data Analysis


Sep 16, 2018
Sanket Tavarageri, Nag Mani, Anand Ramasubramanian, Jaskiran Kalsi

Add code


   Access Paper or Ask Questions