RISCV plus TensorFlowLite Hardware Platform

Supervisor

PhD-Ing. Melvin Galicia

Description

RISCV processors have gained a good level of maturity in the academia and they are trying to breakthrough in the industry. Attaching  RISCV processors to booming commercial technologies like maching learning software is a very promising idea. The job is to bring to life a realization of a platform, where TensorFlow-Lite framework can be compiled and run in an actual RISCV processor.

Tasks

• List and detail the requirements of TensorFlow-Lite to run in a RISCV board .
• Croscompiling TensorFlow-Lite to run in RISCV ISA.
• Run AI benchmarks into the platform.

Others

This for sure runs in your smartphone, it more likely does in an RaspberryPi ! are you willing to try in RISCV ?

Requirements

• Strong motivation to see your work actually running!
• A good self learning attitude.
• Good understanding of microprocessors architectures. 
• Familiarity with TensorFlow and Artificial Inteligence applications. 
• Good command of Linux.