MAFIA: Machine Learning Acceleration on FPGAs for IoT Applications

Nikhil Pratap Ghanathe, Vivek Seshadri, Rahul Sharma +2

Recent breakthroughs in ML have produced new classes of models that allow ML inference to run directly on milliwatt-powered IoT devices. On one hand, existing ML-to-FPGA compilers…