DnnWeaver: Open-Source Specialized Computing Stack for Accelerating Deep Neural Networks
Last updated on
Jun 24, 2020
Publications
From Tensors to FPGAs: Accelerating Deep Learning
Hardik Sharma, Jongse Park, Balavinayagam Samynathan, Behnam Robatmili, Shahrzad Mirkhani, Hadi Esmaeilzadeh
From High-Level Deep Neural Models to FPGAs
Hardik Sharma, Jongse Park, Divya Mahajan, Emmanuel Amaro, Joon Kyung Kim, Chenkai Shao, Asit Mishra, Hadi Esmaeilzadeh
Dnnweaver: From high-level deep network models to fpga acceleration
Hardik Sharma, Jongse Park, Emmanuel Amaro, Bradley Thwaites, Praneetha Kotha, Anmol Gupta, Joon Kyung Kim, Asit Mishra, Hadi Esmaeilzadeh
Approximate Computing and Microfluidic Cooling for Enhanced Machine Learning
Hardik Sharma, William Wahby, Thomas Sarvey, Muhannad S Bakir, Hadi Esmailzadeh