no code implementations • 8 Aug 2017 • Vinayak Gokhale, Aliasger Zaidy, Andre Xian Ming Chang, Eugenio Culurciello
Snowflake is able to achieve a computational efficiency of over 91% on modern CNN models.
Hardware Architecture
no code implementations • 1 Aug 2017 • Andre Xian Ming Chang, Aliasger Zaidy, Vinayak Gokhale, Eugenio Culurciello
Given a programmable hardware accelerator with a CNN oriented custom instructions set, the compiler's task is to exploit the hardware's full potential, while abiding with the hardware constraints and maintaining generality to run different CNN models with varying workload properties.